diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_0/1762562750.8602834/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.521 b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/1762562750.8602834/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.521
new file mode 100644
index 0000000000000000000000000000000000000000..757c8ae9f937d6e9f44f1e526ba8eb570137085c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/1762562750.8602834/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.521
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eec00f3dec0956b4210959fac9aa138bb124ea8afebc3a62ea4efd3e1c9da813
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d6d9190c62016fc4e4f1d52133f98440c123d43a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:783dfb727a8b020a67d8022b08276eb31e7a725c7bf603212ce0c177bae832ca
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_0/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.520 b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.520
new file mode 100644
index 0000000000000000000000000000000000000000..a108b937865b2e4b2d800f1576cef43b015a1344
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_0/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.520
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11279d43ea1405f8310462f3e68434dbd7dab5b3f95aec9d804d0b7aa012a5b1
+size 29970
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_1/1762562762.7799866/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.523 b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/1762562762.7799866/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.523
new file mode 100644
index 0000000000000000000000000000000000000000..156ec0c7d35816eb7ca6f67f232695505e45e1b1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/1762562762.7799866/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.523
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8473f96d6af2806210e2c6a8b016ec34da5a28deda77030ee253d77f65d9489
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dd76b73598f1236d7317581a5aeb8c60da343ae4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d680b02288a9c3763ce17995fff88f1125a9e58cf38b80c18b175ec69e1a39f
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_1/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.522 b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.522
new file mode 100644
index 0000000000000000000000000000000000000000..5097aafc11d05f01ea43bce5884e006675b9d4b2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_1/events.out.tfevents.1762562750.auvsl-gpu-01.ise.illinois.edu.627158.522
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a299e3a8496a1c73c4e68e4d022c8fd6bd97330ea41a0c413593446a56c9bfd
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_2/1762562779.7760594/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.525 b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/1762562779.7760594/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.525
new file mode 100644
index 0000000000000000000000000000000000000000..fb0ca2151ef1811eb6312c1ae9bf109248741e32
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/1762562779.7760594/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.525
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49cb820e268c73a03506a437289b62bdd062670d8339deafe30d747df5351724
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2678b340fa3027507a3d84071830af84192d05f7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ef35987027d6f5eebc6144e975c982d1f2e4e3744307683bafb8ad9460ec57d0
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_2/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.524 b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.524
new file mode 100644
index 0000000000000000000000000000000000000000..d7d0245a5929ddae12927b437faf4ac5def732cd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_2/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627158.524
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32fd948bb25970ec9ba42110b16091b3381b649d054c4fe2f01513eee65f67c4
+size 25386
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_3/1762562800.2002678/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.527 b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/1762562800.2002678/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.527
new file mode 100644
index 0000000000000000000000000000000000000000..f284939756a82a535111682668d0a9e3112ad7a6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/1762562800.2002678/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.527
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:deca2d957865707e96accc9a7268244fffa343148839dfeb4a861f4d994e4326
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5686d5f558a89d2f16d75739066b28aefe027d52
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0494d0735fa7dc4a7f4ab512a9221010b7fa8d4cc871a3d92fa333477946f164
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/abalone/fold_3/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.526 b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.526
new file mode 100644
index 0000000000000000000000000000000000000000..d2884039091b8aca3ad7c64ec395d86c6e711481
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/abalone/fold_3/events.out.tfevents.1762562779.auvsl-gpu-01.ise.illinois.edu.627158.526
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c4516d67ba3d7f0cb77662eeb1cae583912d7936ea7dc87a24a4a5b63e3e81d
+size 31116
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/1762562753.4599583/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.465 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/1762562753.4599583/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.465
new file mode 100644
index 0000000000000000000000000000000000000000..175f07e04138c95fd24e0919028e599565529528
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/1762562753.4599583/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.465
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44502c05d4d13ccb6fb5a5af9f9e22a8844b8dea55f00cad24eecdb1e227d925
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6b2c59f57e2e04ba647fee9486faf3977dc4f926
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4345ee40c92fc85421d02a1b6f1f1bb93a447e8fb522b36bb07f8b092c0f1a4
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/1762562754.8129284/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.467 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/1762562754.8129284/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.467
new file mode 100644
index 0000000000000000000000000000000000000000..76cf98f856d43c7f6b6d3735964cdd115aafd21b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/1762562754.8129284/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.467
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e35e2eaeea89021467a27e95cbd2ff69bd085d93164d450f9b9e153e22b79a9
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5e1cc81ee47a623fcfe7f6b9990894122247c95b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f37b9367b29f3fe8c3e3938d0a1528b91c2f13b3fcedb7ed7940d922ec0f225f
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.466 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.466
new file mode 100644
index 0000000000000000000000000000000000000000..e100dec57f48d1bed2687eff1d9c19a14bfe1f99
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_1/events.out.tfevents.1762562753.auvsl-gpu-01.ise.illinois.edu.627156.466
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9db67ac9dabf79d8fa4669bf35278db67e86efb155f4bc669e473309d43f15b4
+size 21948
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/1762562757.045707/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.469 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/1762562757.045707/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.469
new file mode 100644
index 0000000000000000000000000000000000000000..7f307790ec874edba60d365d0e06d538bffc05f3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/1762562757.045707/events.out.tfevents.1762562757.auvsl-gpu-01.ise.illinois.edu.627156.469
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d392b523c664f06af771eba9287804666affeb9e9e02d9fa0933f2b6f4916b99
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ccc40ff657ca4bf90436582a28dc3dd4ea2e4caf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb0ca870698d5fb78849215eea1e5a323496b9a2a7f6be6324e6667ca179b370
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.468 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.468
new file mode 100644
index 0000000000000000000000000000000000000000..43d819785043ce2c869fc32a30e10852040c1ec9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_2/events.out.tfevents.1762562754.auvsl-gpu-01.ise.illinois.edu.627156.468
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7846b3deca65da4569f7a2ee42496d8fab9ca63dda84c772a1900a4c63e1d2f
+size 33790
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/1762562758.0994074/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.471 b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/1762562758.0994074/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.471
new file mode 100644
index 0000000000000000000000000000000000000000..956df45fd55235f8ba6802fd4fe1c5c07bcf14e0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/1762562758.0994074/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.471
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:500902da3cf25a5b8a180f78bf541bbd6c886938f85e4eb6bd4a70358b6b2a40
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4a9688a6717b4a86013840e4ab7bc9b9ed3162a9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-inflammation/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d24434b1db0f4e970b4e048f8b60094df5bc9ead0e49e81603d26d0caace14ea
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/1762562760.0672467/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.473 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/1762562760.0672467/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.473
new file mode 100644
index 0000000000000000000000000000000000000000..fb60839642266e6f5e25c5137db532c4e47ff54c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/1762562760.0672467/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.473
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5579b9148c8111839cba7c3947b0462607d9399a91e9378377eb855fe8bbcfd9
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ef26bbf74b7a3d19354c63e7215866b156b0b74a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:080048f09e7025d79e5318193bc4f772bf08dce98f0ca2fa50efc0022d80abcf
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.472 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.472
new file mode 100644
index 0000000000000000000000000000000000000000..977583e5ada11ce8249097f98161f7cb3e44b8dd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_0/events.out.tfevents.1762562758.auvsl-gpu-01.ise.illinois.edu.627156.472
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83a5b2cd27f04178e01d1a6967ab512abb923e0ccf377b04b32000eb92b044ef
+size 29206
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/1762562761.2525406/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.475 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/1762562761.2525406/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.475
new file mode 100644
index 0000000000000000000000000000000000000000..224020428450ca4c74a1d98776c60e5b124d116d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/1762562761.2525406/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.475
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4898882dc597c07f6441736b9390582a9c0c69a743b0ac0338b998cec25fa256
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a4bb5605e8c56b19f5c90ad2675ad62ae027b07b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aec7930b922150eb68e6640d8e68a6e947c3ca65c47d83dd43e971b9b25a05d1
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.474 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.474
new file mode 100644
index 0000000000000000000000000000000000000000..53f5a47bf8574d61a13cd413fc0b70460308ac45
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_1/events.out.tfevents.1762562760.auvsl-gpu-01.ise.illinois.edu.627156.474
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:62cdebe60454d51c9aae4aca7864c4e7e658ddb8db48d84297230510258b3acf
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/1762562762.0794785/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.477 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/1762562762.0794785/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.477
new file mode 100644
index 0000000000000000000000000000000000000000..ed6a1df9bc9dab36827e697deb92ebaa6c318417
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/1762562762.0794785/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.477
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:63107c60148793cf4adef1692a9c812faabf9d40ba53d2aec926a44fc154a015
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e3d6ba4b734a1d3a52024bb83377a61223e46a47
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5454aaee98222c703aa640582cfe33e6d59d3442c29a0cf735fb1bcd567c1fa9
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.476 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.476
new file mode 100644
index 0000000000000000000000000000000000000000..e6d4a356bc62aabbdd636288f50eb2b73cab8687
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_2/events.out.tfevents.1762562761.auvsl-gpu-01.ise.illinois.edu.627156.476
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03a05e599979f365a23d901f1f9a02d00776af8b8b438002910d12134eb8629f
+size 12779
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/1762562763.7833924/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.479 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/1762562763.7833924/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.479
new file mode 100644
index 0000000000000000000000000000000000000000..d7ed2f73731d680599e1adda96fac9d55c574945
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/1762562763.7833924/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.479
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edba9ae88b4ebef2cc68d51ade6712af6908a6b6217e3a628c5fde4c483b69d0
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cdb4c3c3c621369c8784506231ea3a5403ec868c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ebf6fbbe00f08e3b02d1a6d944d6d2876e1fca97147746b0faffd7e017a8f7c1
+size 60021
diff --git a/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.478 b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.478
new file mode 100644
index 0000000000000000000000000000000000000000..4cac42bb99e66b52c90d7328c8d2e8ecaefd8063
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/acute-nephritis/fold_3/events.out.tfevents.1762562762.auvsl-gpu-01.ise.illinois.edu.627156.478
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:992c5aa8a904e5a79f27828f06f0702fa4ea14871abfae8ba47fa4b3aec0216d
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/adult/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..25c0378961b3a4453c56a02b944802ed918fcbd9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5b3f9d724e6775ffcb2a1d828f8c390909120a100ab9fd6427315629928798d
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_0/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.480 b/UCI_N4/ldlt-resnet/runs/adult/fold_0/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.480
new file mode 100644
index 0000000000000000000000000000000000000000..5225454530311be9da7504497f99fb156019d57b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_0/events.out.tfevents.1762562763.auvsl-gpu-01.ise.illinois.edu.627156.480
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4614abb619eeaa6654148b882ceec18aea9457a97ef368b4f93ed8a9d7af84f7
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_1/1762563160.7009113/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.483 b/UCI_N4/ldlt-resnet/runs/adult/fold_1/1762563160.7009113/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.483
new file mode 100644
index 0000000000000000000000000000000000000000..f3839f4ff8cb08c217812b9cfddaab410de0751f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_1/1762563160.7009113/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.483
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8dfe6b1c392df7888c0684d85ae7d59ff0f93b79a891903c75dcdbf0facef450
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_1/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.482 b/UCI_N4/ldlt-resnet/runs/adult/fold_1/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.482
new file mode 100644
index 0000000000000000000000000000000000000000..511ec82e265b9c8b0eab54a88c9758e9e4d63314
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_1/events.out.tfevents.1762562996.auvsl-gpu-01.ise.illinois.edu.627156.482
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58fda75c9d47151acb8522051ca9371c38875ef0c3a5c1b63d390e45ef342b1e
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_2/1762563323.8130815/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.485 b/UCI_N4/ldlt-resnet/runs/adult/fold_2/1762563323.8130815/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.485
new file mode 100644
index 0000000000000000000000000000000000000000..864beeb86d6cb5969d08fd2fa24217db56a5e66a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_2/1762563323.8130815/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.485
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fb9dc91ea5400e9ce1a428c32e71f50a19919534ab767f0bb8842aa3c622b6c
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/adult/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..54eac515bd3ef6305105dabb94ba07026fb6f50b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b9cc4020fe6a416c9d71be5a589605f1f05d3738ba3753d19a066b676eeac84
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_2/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.484 b/UCI_N4/ldlt-resnet/runs/adult/fold_2/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.484
new file mode 100644
index 0000000000000000000000000000000000000000..1352f45792c3d3ee02b22b6e021591ba2499fdd8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_2/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627156.484
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:839887238207d1121b742ecdb1ea5851a7eae0f4e69cff9a998fbf6c0a4ea0cf
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_3/1762563462.0037634/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.487 b/UCI_N4/ldlt-resnet/runs/adult/fold_3/1762563462.0037634/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.487
new file mode 100644
index 0000000000000000000000000000000000000000..fd4147e38c9a30b6987d51d21ab7a9caa6eb5af2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_3/1762563462.0037634/events.out.tfevents.1762563462.auvsl-gpu-01.ise.illinois.edu.627156.487
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0492f26fcc9dd96d26c4dcb72173a28ee9435d92b97bb39d837db2cc6a3b9f7f
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/adult/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9cd07548c4375d54acb12b31d094df21966cdaf4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bce242378b227896e5fa2ac524a936a21e09338265dbf2231e98e59a15efcc4e
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/adult/fold_3/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.486 b/UCI_N4/ldlt-resnet/runs/adult/fold_3/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.486
new file mode 100644
index 0000000000000000000000000000000000000000..e442d9f12a21455d264a61c0b0d571ef83625017
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/adult/fold_3/events.out.tfevents.1762563323.auvsl-gpu-01.ise.illinois.edu.627156.486
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fbea400c302cd45d5500f48f52320a29f8e2332108b8f59f5cee2a3f9965050
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_0/1762562802.4300778/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.529 b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/1762562802.4300778/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.529
new file mode 100644
index 0000000000000000000000000000000000000000..70d09d52dc8cd3989a8150e62559eb7f61464d3a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/1762562802.4300778/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.529
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d20e542ed104af43a77c4a0767fc1030efd658bbf276cd55dbbab57efb0a462
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bfdaf6fe0dbfcef572d494bbdfcae4bae532b16c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8f4b3f7d224d044190878c7ebbdd8bfa7ecb5a36ac9379fbefffa98b20deca8
+size 777333
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_0/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.528 b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.528
new file mode 100644
index 0000000000000000000000000000000000000000..b565dd7782975981a531a37f054def2dcde98945
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_0/events.out.tfevents.1762562800.auvsl-gpu-01.ise.illinois.edu.627158.528
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c108ed3ee8b075b54208a53d21e0c10c2935253b15f77e5b0e28bce3d217d30a
+size 20038
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_1/1762562804.801442/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.531 b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/1762562804.801442/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.531
new file mode 100644
index 0000000000000000000000000000000000000000..ceaf3346c530b515c399cd76057cd493b3af1f56
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/1762562804.801442/events.out.tfevents.1762562804.auvsl-gpu-01.ise.illinois.edu.627158.531
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9fcacda2999c07a35d811460995dbc943c2e4c6a6317f709cddac9186e57e70
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..914982cf5aab40f2294c1bf54006250d497f5578
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b082bf0c53080fe860a5fe884be032055543e5cbd2f83efeadfb7c6d77db1ca
+size 777333
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_1/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.530 b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.530
new file mode 100644
index 0000000000000000000000000000000000000000..75f6992a6ca20f556745d13021c105f754f2c343
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_1/events.out.tfevents.1762562802.auvsl-gpu-01.ise.illinois.edu.627158.530
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c09eb43b0c8e6fe83f11e22cb9991f1ad7e90d6a645aa90afba4029207e173c4
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_2/1762562808.7496037/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.533 b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/1762562808.7496037/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.533
new file mode 100644
index 0000000000000000000000000000000000000000..da86c03a65abaa951a9aad4d33ae05fcd274bc85
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/1762562808.7496037/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.533
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:553ad71fff04dc772f9d6bf7e45bcc552693a04bf34125c6b9ae5249c8e955d7
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3860baca5578d7872ac5ec006fa27942a4a6854d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e61c1501082f07659095d2535ff00a852175845822ccf261a384cf8b0b9bcd1
+size 777333
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_3/1762562810.4983406/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.535 b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/1762562810.4983406/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.535
new file mode 100644
index 0000000000000000000000000000000000000000..8bbce4bc63b1522e4fa40ca074ec89c78e086ba9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/1762562810.4983406/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.535
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a0ab343c036661200e0c3b365b91f88927005a1d7d1af505fc2238a7280305
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ec8b5e9dfbd10c3d7c58f945c585d69439cc3c48
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a710d5c313fdd417db73cb1ff5c73de0fa983e5f343006aa237c9f05c24be72
+size 777333
diff --git a/UCI_N4/ldlt-resnet/runs/annealing/fold_3/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.534 b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.534
new file mode 100644
index 0000000000000000000000000000000000000000..59af94db207610347e4c79270e163192b3dccbb5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/annealing/fold_3/events.out.tfevents.1762562808.auvsl-gpu-01.ise.illinois.edu.627158.534
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5885540f6dcac0f09a47019e1b6e8c7bd0a158b227b66a0b057958e081c63ad5
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/1762562815.8061018/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.537 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/1762562815.8061018/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.537
new file mode 100644
index 0000000000000000000000000000000000000000..45cae9b6109468e954b6ee5cbf59e533744c5666
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/1762562815.8061018/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.537
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5958c5b1b84fcefc5d37d270829bc0745433a52ddd8f374ee5a0637c78403a9
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..553d87efd7eeeb96d9991564e616b6aa390399af
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfc1a3ae9a1bafa1e5f412a0678ca8cef0a8ff1659cfeb71c71fdd888c17ab21
+size 13203893
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.536 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.536
new file mode 100644
index 0000000000000000000000000000000000000000..f94c947227f6fa7e602185ad5b970c2d878522fa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_0/events.out.tfevents.1762562810.auvsl-gpu-01.ise.illinois.edu.627158.536
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6bb5126f77db89ef593698b445dd76f7dcd37437a8f70e097f2e177cdea7c92
+size 28442
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/1762562819.1909945/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.539 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/1762562819.1909945/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.539
new file mode 100644
index 0000000000000000000000000000000000000000..c91dffc5a72f7f859155149e9e8f19def8ff2bc6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/1762562819.1909945/events.out.tfevents.1762562819.auvsl-gpu-01.ise.illinois.edu.627158.539
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:043240f9bee2ff6ebf6035e84b47cbafe69881ceea4b70fc6d8902b54d5019a5
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..83d808306a1aba8a3809712dceb757f92aa12baa
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8261c9d85ba4e021024bc3facb2292a423dbd68b9843fe9514db92f09050c7ef
+size 13203893
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.538 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.538
new file mode 100644
index 0000000000000000000000000000000000000000..96763c8a66bd715fde83ada3e5fadf52b10eccf4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_1/events.out.tfevents.1762562815.auvsl-gpu-01.ise.illinois.edu.627158.538
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69f95c6ec3cee0de6d137abbd9dc2ac407363140ea8720adeded86214503fe75
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/1762562823.5507278/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.541 b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/1762562823.5507278/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.541
new file mode 100644
index 0000000000000000000000000000000000000000..5b426813b3fe97303a2bb58a1321da57280d5ddf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/1762562823.5507278/events.out.tfevents.1762562823.auvsl-gpu-01.ise.illinois.edu.627158.541
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1d3b75dec78eaf5a3fe37567c637a71900d831c0a7f03055871f90b39355095
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e224b3ee7d7b24f7e563f8f192df214ac8f3286b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea7db0f6b271e215d3e9a9f2890fd181e312d85b8ee6ec6be094a80e5b8441b8
+size 13203893
diff --git a/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..db3ff68f2d6f00ecf1a426fb6d94d15905ecf1f7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/arrhythmia/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50b69432a1aedafe95e6d41b4c956e10227b44593f84d1cb328e76516da0d7c0
+size 13203893
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e0a82c86ce81e67127c0a1f8306b28788c34c297
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:74270a48ac9727a236107cf4196fb6b56ae49a71683cfd0f65f98648a1057194
+size 3067253
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/1762562831.4611545/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.547 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/1762562831.4611545/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.547
new file mode 100644
index 0000000000000000000000000000000000000000..018d499336be949c7a0a2f72fb0ab78a92036d97
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/1762562831.4611545/events.out.tfevents.1762562831.auvsl-gpu-01.ise.illinois.edu.627158.547
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a09f559c9be1d7ad69b90a1a15eba077d5ddfec86ad63008ab57bf063e4d9990
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.546 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.546
new file mode 100644
index 0000000000000000000000000000000000000000..f1062f0bd1495b52ed4392bd0dc57cfed463389d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_1/events.out.tfevents.1762562830.auvsl-gpu-01.ise.illinois.edu.627158.546
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b691994d7317c6315d343d6dfcbb964ca889795e67d5242f9fe43f30134c9979
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/1762562833.2186966/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.549 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/1762562833.2186966/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.549
new file mode 100644
index 0000000000000000000000000000000000000000..9c2fa646f32fdb748861c01fa86ff6769b53a936
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_2/1762562833.2186966/events.out.tfevents.1762562833.auvsl-gpu-01.ise.illinois.edu.627158.549
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e31682eb0063e38c83a53f33f7088b8fd767ec49383e0dfe8237a12454347314
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/1762562837.058869/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.551 b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/1762562837.058869/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.551
new file mode 100644
index 0000000000000000000000000000000000000000..b5e85c5fd163b83f5fbedcd7461ec69b9affc0c9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/audiology-std/fold_3/1762562837.058869/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.551
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:712fe4048b5808024a802299efe97a553619b57634be2779f02d4423b7025c53
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/1762562839.833779/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.553 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/1762562839.833779/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.553
new file mode 100644
index 0000000000000000000000000000000000000000..36ff57ce11e3d6a0fb9e7a469dab1a54bf38b56c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/1762562839.833779/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.553
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc2c09081fa8c9b3856b7548a1aa9320138ba07b152d923dda6d1c09ee6fb162
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.552 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.552
new file mode 100644
index 0000000000000000000000000000000000000000..e47976381dc483fc4a0e9791e5d1b08dca538d42
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_0/events.out.tfevents.1762562837.auvsl-gpu-01.ise.illinois.edu.627158.552
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dfac965376f0fa1fdd7e18c9aab12c15652ca9f0f455c079dcc97560ef26683
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/1762562843.277078/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.555 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/1762562843.277078/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.555
new file mode 100644
index 0000000000000000000000000000000000000000..e2903ab5cc61f71901ce81f6e11c6f7f355eba36
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/1762562843.277078/events.out.tfevents.1762562843.auvsl-gpu-01.ise.illinois.edu.627158.555
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1f882aa09ae18dc12619fc4ad30a3e7bb3a9ff52f09da80cd43e8592c1795d8
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..76d65e8d69842e441633479341e30e93877817f3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91308dd6035a4e88a1f08a787dc5b670e98f3dbf812a79bbfd49904943cedc8d
+size 59509
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.554 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.554
new file mode 100644
index 0000000000000000000000000000000000000000..f5ea9a7157de264523453a71029aa8c3367da72b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_1/events.out.tfevents.1762562839.auvsl-gpu-01.ise.illinois.edu.627158.554
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f856403ed8a779abbd0d23ad4820cd9479253d075b265bbc404642e356c6ea04
+size 25386
diff --git a/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/1762562845.1863172/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.557 b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/1762562845.1863172/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.557
new file mode 100644
index 0000000000000000000000000000000000000000..1465cde83e71ebb3c5489c05ba99e9f971837cf5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balance-scale/fold_2/1762562845.1863172/events.out.tfevents.1762562845.auvsl-gpu-01.ise.illinois.edu.627158.557
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd6c4cf19880990d0b8c825632b179b09416d2aef96798d9b0271b10e6813bc9
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_0/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.560 b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.560
new file mode 100644
index 0000000000000000000000000000000000000000..24e1067b56fcc5ce563fe2c943a6f09612ae164c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_0/events.out.tfevents.1762562847.auvsl-gpu-01.ise.illinois.edu.627158.560
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac553e211745572b2cf532a91dfabc1cd62b5e88b2da7a0458ef28d5cf17e2ee
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_1/1762562849.0805757/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.563 b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/1762562849.0805757/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.563
new file mode 100644
index 0000000000000000000000000000000000000000..915749666c35c03aecf1fc0dbe51a29656cb2143
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/1762562849.0805757/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.563
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:40da174f1a6aeafafb6212fd43477bcd29c44b0a143784e04b28a69f2d095309
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4f0202c59ecedd05999d33358e5ef1a5bec80a1e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:114fe45a74b1d103059f14e37a4247597d0d9cda917e23a7a7e3aac51df5e22e
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_2/1762562849.8064842/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.565 b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/1762562849.8064842/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.565
new file mode 100644
index 0000000000000000000000000000000000000000..67cfff0e34af6e398251eabce6ba1d15976e91d5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_2/1762562849.8064842/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.565
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a76602a20036d2c7a7dfa141d27c61c16b7b62a2f3f46a0645c03604ca903669
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_3/1762562850.557357/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.567 b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/1762562850.557357/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.567
new file mode 100644
index 0000000000000000000000000000000000000000..03b62cf47149e4b184656e6c4a45a818320d30f0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/1762562850.557357/events.out.tfevents.1762562850.auvsl-gpu-01.ise.illinois.edu.627158.567
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32cdb82064ec6706531931d3260697e5ffb81b8d0cea9cb675e65bbd6a96b2ed
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/balloons/fold_3/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.566 b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.566
new file mode 100644
index 0000000000000000000000000000000000000000..0df3bfa3037d63892df36ce50fcd97b3883a1944
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/balloons/fold_3/events.out.tfevents.1762562849.auvsl-gpu-01.ise.illinois.edu.627158.566
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cedcf70168cec66600a4ecfbdbecc5b39ddfd05db0b0f76fa9f5a1a6bb6bc401
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/bank/fold_3/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.574 b/UCI_N4/ldlt-resnet/runs/bank/fold_3/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.574
new file mode 100644
index 0000000000000000000000000000000000000000..539572efc63d0fa9f3e157be25a7961f0979afdc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/bank/fold_3/events.out.tfevents.1762562900.auvsl-gpu-01.ise.illinois.edu.627158.574
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d894d33d0a706a92d65c16b2d30affb3cd39bcccc7ea353c104dcdf00fa63d4
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/blood/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3c664c6fc2f4c8af5454d6dab858256d293af0c0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fc14f735c7993532cf5cdd70510eebee7627bd94f808d64d3ca115cf81aff7c
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_2/1762562863.4468176/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.509 b/UCI_N4/ldlt-resnet/runs/blood/fold_2/1762562863.4468176/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.509
new file mode 100644
index 0000000000000000000000000000000000000000..71a220992de61b3cc4d751b1647d8071f5e18bea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_2/1762562863.4468176/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.509
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfa49ae13b63750d06c0a3b7bf03662aab11bd8f01ea08ed6c547f3050658e62
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_2/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.508 b/UCI_N4/ldlt-resnet/runs/blood/fold_2/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.508
new file mode 100644
index 0000000000000000000000000000000000000000..230f4c3a7da2de45b1152c82b776734dd37d8541
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_2/events.out.tfevents.1762562860.auvsl-gpu-01.ise.illinois.edu.627155.508
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cbb20d4f2cf27a5c5b70d2801d5cceddc5542bc88f52c546a4975a1c2757edd5
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/blood/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a36e2540789e02a30b575d7aa9080b6d727efdc2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bef9c4b2e8ee5bf9231bdfd46caf4547111f5fd117307917d2ff84b9fe2d6441
+size 59381
diff --git a/UCI_N4/ldlt-resnet/runs/blood/fold_3/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.510 b/UCI_N4/ldlt-resnet/runs/blood/fold_3/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.510
new file mode 100644
index 0000000000000000000000000000000000000000..c8dca007093c4c9a3762de6260419189fe7bff57
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/blood/fold_3/events.out.tfevents.1762562863.auvsl-gpu-01.ise.illinois.edu.627155.510
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa044ec326bb0cf22fcd81493a638c55fc529612501671e740d087db4b78aebe
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.530 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.530
new file mode 100644
index 0000000000000000000000000000000000000000..9415c2472528cef6c560f0d0622b7a1509c7c13d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_1/events.out.tfevents.1762562883.auvsl-gpu-01.ise.illinois.edu.627155.530
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5115101a05555e535ef33602ffb67d5756118dde45d6645270fd9ffa0bb214a7
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b73bf3fae463b44124960dbf926871a005cf06f1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b932cf4541bab65a852773bfccdf86970a06726a5540c33ebcfc8bd23896077f
+size 774261
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.534 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.534
new file mode 100644
index 0000000000000000000000000000000000000000..b88b978b31c2d867a16c7c9e88c1ad4016236bb5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc-diag/fold_3/events.out.tfevents.1762562887.auvsl-gpu-01.ise.illinois.edu.627155.534
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:654448fa2b8ac2bf0867241dca10610d748fa7fddfbf783e186e41d588d4b3db
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/1762562875.973759/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.521 b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/1762562875.973759/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.521
new file mode 100644
index 0000000000000000000000000000000000000000..c1091f0bf0eb4bbbe5248e51d36ddcfdc01e96ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer-wisc/fold_0/1762562875.973759/events.out.tfevents.1762562875.auvsl-gpu-01.ise.illinois.edu.627155.521
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98e88d513b74701f85a52f7066b1b9b2d6a5988e0d154de90d22c4b470abded5
+size 1187
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.512 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.512
new file mode 100644
index 0000000000000000000000000000000000000000..344baf68dbcc4f707fd7b5593a44ccd097856b7d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_0/events.out.tfevents.1762562866.auvsl-gpu-01.ise.illinois.edu.627155.512
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f071a62bacb3fe20d3dd5fd3490a2fe93491654aa36e926b891ac36e6ed60dd0
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6b3ac106b3718025948eec8edf9c82026c3fdfba
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e129af6a59847514f56d264f00bc04c1c7f3bd42d2f06b8263ccfa6b4a438cc1
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.516 b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.516
new file mode 100644
index 0000000000000000000000000000000000000000..fe92d49b4bc693314626366038743404b8ebaf99
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-cancer/fold_2/events.out.tfevents.1762562869.auvsl-gpu-01.ise.illinois.edu.627155.516
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:076d9976c1b99ca199272dfe2704c27818c60a90e563ac05d71cbe821f06e0f9
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.544 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.544
new file mode 100644
index 0000000000000000000000000000000000000000..4a8652987791fdd17151a318b8b998da147fd94d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_0/events.out.tfevents.1762562893.auvsl-gpu-01.ise.illinois.edu.627155.544
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0320d064166470ba19c90ade01c8e82a600071b561db1b33ae255485724f3759
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/1762562897.2485476/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.549 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/1762562897.2485476/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.549
new file mode 100644
index 0000000000000000000000000000000000000000..59afb996b67aea50a25863135e87f72c8fc4b6ad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_2/1762562897.2485476/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.549
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:316d0fba8a70c6cdb354af0a6e6b7962ea196f4326e2537d601d23dba6c434cb
+size 1182
diff --git a/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.550 b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.550
new file mode 100644
index 0000000000000000000000000000000000000000..65db3f93096e7e2c7739b288512d903a6619fef0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/breast-tissue/fold_3/events.out.tfevents.1762562897.auvsl-gpu-01.ise.illinois.edu.627155.550
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:589ec8eba9691eca76e3a97340f53e8bbe91d630f21d228a12121ab99045ac0f
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..539905946df05ddd57a9a9f8ca0749af84fde75d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcf1462641550d9f3684142115bc3507c1da9431986fb1e7ac0327d9b311c8b3
+size 210421
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.582 b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.582
new file mode 100644
index 0000000000000000000000000000000000000000..53f0b9f1c5c5bd4a5d756f99e8116f29d45aefbb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-10clases/fold_3/events.out.tfevents.1762562946.auvsl-gpu-01.ise.illinois.edu.627158.582
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:636f8ed6897b3569e666552ce391c787c5bb0e745b6028ae4a88fbc15655014f
+size 29970
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/1762562933.959633/events.out.tfevents.1762562933.auvsl-gpu-01.ise.illinois.edu.627155.561 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/1762562933.959633/events.out.tfevents.1762562933.auvsl-gpu-01.ise.illinois.edu.627155.561
new file mode 100644
index 0000000000000000000000000000000000000000..fe5086f665d7c669edd9f3d6b71a7d459d61e47d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_0/1762562933.959633/events.out.tfevents.1762562933.auvsl-gpu-01.ise.illinois.edu.627155.561
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c7f3541aa9e9a9d187809f0ff53f8869bfcd0cb337a4057b8ed01b04fd3f0f2
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..509b745c6d741a5f64efcd8be4b4dbe5b0cc0383
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5706dfb5e9d030aa1488f59259465a61054c8f19fea2eaf13f115473ec692979
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aa4b4ba6e9ebe0bf0193e4f5a52e6a20dd26b248
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1136e1a7eff63c8c34ef8b6aea0bc653db4b134a6c3f46367a1df62d02e77bf1
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.564 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.564
new file mode 100644
index 0000000000000000000000000000000000000000..8f669c26b4f6bd85b5bf4fd0663c8805eef54d41
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_2/events.out.tfevents.1762562942.auvsl-gpu-01.ise.illinois.edu.627155.564
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9a90043128704e51f883cae2a10129b733e066bb1397004562a6394c0f423d07
+size 32262
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/1762562964.4867725/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.567 b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/1762562964.4867725/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.567
new file mode 100644
index 0000000000000000000000000000000000000000..ce28797979742bf1134f0aede0491d6c408897bd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/1762562964.4867725/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.567
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5d05232b3ea79d497bf953771261cad189878aa8ef7c6b168a8727e784cd5fd
+size 1193
diff --git a/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fe877f80a1fcda8c2182578e8c1185122e8ddb0a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cardiotocography-3clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8b65c1859b0d2e4a5ed8938ab7c327edc271f64303b44bc97734b14e2477c73
+size 208629
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0252c72c4a925ccd1d3a23b4d5ec6732df0a6637
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42ec249be640202e179e3af9a796a55efc60c18a399a80b2900f8d5096a35de9
+size 62133
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..385821ad0ef5a4e370c7d665371d5a94bfff45ad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:379bfd65fb3320ef5744fbe82b7478bcf0f8c4302829e9f4b4de79b8ab365a9e
+size 62133
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.590 b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.590
new file mode 100644
index 0000000000000000000000000000000000000000..c2705adfd4f017ad45993fa2d008811c6ba0c205
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvk/fold_3/events.out.tfevents.1762563183.auvsl-gpu-01.ise.illinois.edu.627158.590
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55b09fd80e35e2bc68e98439712c2a1b65b6a66690bff461c2e7fe51dcb139d1
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/1762562976.31118/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.569 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/1762562976.31118/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.569
new file mode 100644
index 0000000000000000000000000000000000000000..37724fdc552386d235861c825d6bbbb2bcafc7d3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/1762562976.31118/events.out.tfevents.1762562976.auvsl-gpu-01.ise.illinois.edu.627155.569
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:227a494cdf1f644bcfef847600f6bc7843ddb233228b718c7acb511f7346418c
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2f2c0b38b2db69b548de1ac08e4e14369b121019
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:647a05be4df6c930c5a34e62b10889dfe20f9ad8a52763e7ccbf726cc205190e
+size 783605
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.568 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.568
new file mode 100644
index 0000000000000000000000000000000000000000..ac2e603a598ca0495d61101cee7ab8ccfb129479
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_0/events.out.tfevents.1762562964.auvsl-gpu-01.ise.illinois.edu.627155.568
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f5ff5057486b5927b14cfa5d8819ca5516217e1a9e5bf3c2617552178a16516
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/1762563001.0792232/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.573 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/1762563001.0792232/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.573
new file mode 100644
index 0000000000000000000000000000000000000000..4d720e890686443e05fb97592b6484dfa7f0a9c0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/1762563001.0792232/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.573
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:907d4ec6f2ed8e062c84cad4633195edde3f0ef76aceb722669da423b4882438
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.572 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.572
new file mode 100644
index 0000000000000000000000000000000000000000..62a8a85a5aab253aea64cb062b97b6c33f6a7d18
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_2/events.out.tfevents.1762562987.auvsl-gpu-01.ise.illinois.edu.627155.572
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0bb806c6f31a37d52a6d51bfe9b98ec10e16e3755a138dcfdfe573f6a20f9d5
+size 27296
diff --git a/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.574 b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.574
new file mode 100644
index 0000000000000000000000000000000000000000..ebb2ed54d9f9ef3002f058175c6a4a2409330385
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/chess-krvkp/fold_3/events.out.tfevents.1762563001.auvsl-gpu-01.ise.illinois.edu.627155.574
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cfe2ab9642448527cea267be9747062f985e3e9907e22b57be9077ae6d9572ec
+size 26532
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/1762563015.9655433/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.577 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/1762563015.9655433/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.577
new file mode 100644
index 0000000000000000000000000000000000000000..b03ea364a7be633b7c61b12c8667c3c00d764248
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/1762563015.9655433/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.577
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:148d3d06b3a8946c86d4dcc4faf8963e4589db2de03847b71d09bee462e3276e
+size 1189
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c43805f7c9db7cd90cf8ff6c59e43c4482138a43
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e97f181123f843e2b3a192366fac679f4b25739426b6b014ab6eb2404988eda1
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.576 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.576
new file mode 100644
index 0000000000000000000000000000000000000000..a75ebc765a6165959960cbc08495540628d21fc8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_0/events.out.tfevents.1762563014.auvsl-gpu-01.ise.illinois.edu.627155.576
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e6a62b1ccf3883dfdf800fe98689d15bcb68c674b1a55b96cf3b17c9b46a5d4
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/1762563017.211812/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.579 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/1762563017.211812/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.579
new file mode 100644
index 0000000000000000000000000000000000000000..b20cd60a73652dd0ef468562f5e76bc7becbc2df
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/1762563017.211812/events.out.tfevents.1762563017.auvsl-gpu-01.ise.illinois.edu.627155.579
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eea74e4a48abbf779fe341beb629745de982cdc0870960fd31b2f6cbf62824e3
+size 1189
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a382944a3b5e589b36fbe7cae2e8144eaa09c5ec
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86a48612ed064ed99f5d857d4228f3623db0b1ea6692fc71952fef52402e5528
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.578 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.578
new file mode 100644
index 0000000000000000000000000000000000000000..6a01194ea86fc7e9b47d131b85930e18b0ed6ae5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_1/events.out.tfevents.1762563015.auvsl-gpu-01.ise.illinois.edu.627155.578
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e174f4dc8bddb256bf006ee01f68f1c4444a0ea7d29c6cd8aa32fd6445bb5eea
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/1762563018.3319368/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.581 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/1762563018.3319368/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.581
new file mode 100644
index 0000000000000000000000000000000000000000..37cfdf7dc11374357adbf0fee7fe1e052627ac46
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/1762563018.3319368/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.581
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c985b4fa8b68e4637a9da6e38434c4dcf4eeeafebcf21571263ee35e43ba3f5
+size 1189
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ae4aa3e8a929569150ed94d50b9a1d9635f8e346
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad471e0bda8a828cbd2702d64c8ae8a63411d77dccb4a5778a20c9f54a831071
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/1762563019.4739933/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.583 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/1762563019.4739933/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.583
new file mode 100644
index 0000000000000000000000000000000000000000..636a8a12e73748e290f459f0591492c54fb63a75
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/1762563019.4739933/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.583
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:954920c9e62fc43693dad04a511220ff2587a3b831e0acb480e54ed492fbbf20
+size 1189
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9b1528d4a43f272918829879216c9ea64c54b7da
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a53b6f82279ed4d177a7cd70041325f24c2d1354539e2b575d1283282da891d1
+size 204405
diff --git a/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.582 b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.582
new file mode 100644
index 0000000000000000000000000000000000000000..b83fc1c1aa64d1f50bdfa24e30e2d3047e83193e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/congressional-voting/fold_3/events.out.tfevents.1762563018.auvsl-gpu-01.ise.illinois.edu.627155.582
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dadab30eaff93fa3b9ab751885368cac409092e632756b41014635c1726073c3
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/1762563020.6274498/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.585 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/1762563020.6274498/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.585
new file mode 100644
index 0000000000000000000000000000000000000000..8c96bb324cc753491d535b687a31ffb149f6874d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/1762563020.6274498/events.out.tfevents.1762563020.auvsl-gpu-01.ise.illinois.edu.627155.585
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3b8d8de190239de6aff24b8914cff8604c6dba93ca5743201af7406b26a99b5
+size 1197
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..47ee1904257eb4aef36b0da38142012de0d4cf70
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0aaaab4a6ffe6cfd630e615403c8e1eea3de6b2f2d8c6785f7e6fb50012a863c
+size 3053877
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.584 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.584
new file mode 100644
index 0000000000000000000000000000000000000000..8a08ec41e6fc3142fbdc4ff3a98bae417963ab35
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_0/events.out.tfevents.1762563019.auvsl-gpu-01.ise.illinois.edu.627155.584
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f23b89e6bf36d1230e171a59defc10199bd96291333d78c3d490fd893b1ce54f
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/1762563022.6768115/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.587 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/1762563022.6768115/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.587
new file mode 100644
index 0000000000000000000000000000000000000000..c61578446d1e95187f450fe235c36598d341e6fb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/1762563022.6768115/events.out.tfevents.1762563022.auvsl-gpu-01.ise.illinois.edu.627155.587
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:536417a3e36eaaf0d9c38810e68d986889fb15865f5052d5c0eff855fb521f5d
+size 1197
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c126f1e27881066f677b85912814ca05fc9d337
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9f37944165ff3ed34a5bb44f54caca29bc2d3aad5197361bb2fdc5b39dd55d6
+size 3053877
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/1762563024.0394876/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.589 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/1762563024.0394876/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.589
new file mode 100644
index 0000000000000000000000000000000000000000..08390c9bbe6161287ece9958828851bad56ef8e1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_2/1762563024.0394876/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.589
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f96871360f807cb63fd1d544882bc30b4a1f7c2ffcb7437234241b9ac06ee33c
+size 1197
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2525143bf57440301bcd952b1b24244b34faa020
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ad1dba10010c010e2b7ef3747b3bc1b22592b70fb3240a34466a4aa4b63334c
+size 3053877
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.590 b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.590
new file mode 100644
index 0000000000000000000000000000000000000000..021ac1e0b28ea19040042b9e507a55db932370a4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762563024.auvsl-gpu-01.ise.illinois.edu.627155.590
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd9b93f95a750435f558aff1062bd5080265d3252dc679fc17bcd2901a32a0c9
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/1762563030.8249385/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.593 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/1762563030.8249385/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.593
new file mode 100644
index 0000000000000000000000000000000000000000..a18ed9203e9fb9c10b96a96969a97f26c4de70b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/1762563030.8249385/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.593
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45d4443f556f410eb8bdce145ce7518f199b256b72cdb8fe19e0d96448bd1b2d
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d5a9e4bd17f952c20bd9609bba4999095fde8807
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46ad2e280cf2133a8de02dd066ca6e6670d394f9b3a25a2e36b2bc2a029b2092
+size 202997
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.592 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.592
new file mode 100644
index 0000000000000000000000000000000000000000..d5ec80526d1c2f7ee3ab70a8f5ff955f226a2ff1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762563025.auvsl-gpu-01.ise.illinois.edu.627155.592
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bb22df2e8aa49d277642d9ba6a720e7d96ac32777f990e394c6e62959ac2d59f
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/1762563036.545327/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.595 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/1762563036.545327/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.595
new file mode 100644
index 0000000000000000000000000000000000000000..1e71c0be667972cf04ba024baa06c08cdb7ca27f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/1762563036.545327/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.595
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca09024c657019d19c0c5c8e4b9a9e56625e903e9fd988912abec5cb72dfd41b
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..95afdbbb16d48a85781d0901588cbccc244c6191
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22d477ae612b78086b398ea122a592fee96aac5ae1733cc8a573f754edcaaf02
+size 202997
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.594 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.594
new file mode 100644
index 0000000000000000000000000000000000000000..2cf32e44ab5264ab94f47667c4a79443ddf84996
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762563030.auvsl-gpu-01.ise.illinois.edu.627155.594
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76b3c54e3a9731d7d40d20f0e7965e3b22ac0052c03a129f0b932e8d47682c83
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/1762563041.960593/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.597 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/1762563041.960593/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.597
new file mode 100644
index 0000000000000000000000000000000000000000..0514e352890b1402d8dfb151ff72556fdf3f0250
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/1762563041.960593/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.597
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e3805aa2c4e25742dcc23a4870d326fb5d1b8a46b89835831dce43ae5369496b
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9c366b2ccaaf6b46b31ecd13f86203211d7ae25b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97ec00516521a818208d705fb2521f9b043e4cd0cfc6346d064b501ee0c97858
+size 202997
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.596 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.596
new file mode 100644
index 0000000000000000000000000000000000000000..d6be7839466762cb4b217ebbd184ba719bfebe56
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_2/events.out.tfevents.1762563036.auvsl-gpu-01.ise.illinois.edu.627155.596
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4d1517aed31622837f4564bc9bbb000757fbe28af302af6ea3922b7182c3231
+size 18510
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/1762563047.9458387/events.out.tfevents.1762563047.auvsl-gpu-01.ise.illinois.edu.627155.599 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/1762563047.9458387/events.out.tfevents.1762563047.auvsl-gpu-01.ise.illinois.edu.627155.599
new file mode 100644
index 0000000000000000000000000000000000000000..5f944ba7b6f1451fb1400c04cbbfa085a594f5ce
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/1762563047.9458387/events.out.tfevents.1762563047.auvsl-gpu-01.ise.illinois.edu.627155.599
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30a4bb1163e951f759eecf12815c57cbf74f47a666a7004a1de4d6a529c8cce1
+size 1195
diff --git a/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.598 b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.598
new file mode 100644
index 0000000000000000000000000000000000000000..653823b8283e319c6c560f151ad2dbe1a737e60c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/conn-bench-vowel-deterding/fold_3/events.out.tfevents.1762563041.auvsl-gpu-01.ise.illinois.edu.627155.598
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3661b9066c3b48584e7362fb3aac1a367d95098d4a2a6a4c0b8fa2239e1a7b34
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/1762563300.0015116/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.601 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/1762563300.0015116/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.601
new file mode 100644
index 0000000000000000000000000000000000000000..be665b1d1de4c15940f177f10d96a2042e87c6c9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/1762563300.0015116/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.601
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4c53131daab4e2248d89c6a45a6947d286688d7d7c05f8a036ed9110d627a41
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e99eb278cbd69b073f2ce10edcb0bab89e48f65b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:386fb46bd6c06e56148040cbba3d2c3d58fb1ce919531b7932953c953612ee27
+size 793461
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/events.out.tfevents.1762563048.auvsl-gpu-01.ise.illinois.edu.627155.600 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/events.out.tfevents.1762563048.auvsl-gpu-01.ise.illinois.edu.627155.600
new file mode 100644
index 0000000000000000000000000000000000000000..26ad17cb8923193401589967656147d352e576ea
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_0/events.out.tfevents.1762563048.auvsl-gpu-01.ise.illinois.edu.627155.600
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9345166e7a4f5350ec37743b78c189327595a1f1f09265350dfdaf26dd7c7e73
+size 24622
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/1762563605.7988367/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.603 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/1762563605.7988367/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.603
new file mode 100644
index 0000000000000000000000000000000000000000..7ba49cd0d718e4bbe16f02e28243fb9dbd895f39
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/1762563605.7988367/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.603
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37873d9eb115ab3362493844ba882931c946efef7cf250c8b0ba7dbabebc3638
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7777a71c225379e6cf79c58d59db800b6e81eedd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aec412c30eed67d10725fdd8a5b80bd999258e19bb767cd3784981e891424904
+size 793461
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.602 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.602
new file mode 100644
index 0000000000000000000000000000000000000000..795d680b6bdb20eb3d455a73ed13cc5ccd999dc3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_1/events.out.tfevents.1762563300.auvsl-gpu-01.ise.illinois.edu.627155.602
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3f2bc126bcb8dcbe71db66d262dc99ae001186bda248629d5430c19be4e5433
+size 29588
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/1762563876.4652314/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.605 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/1762563876.4652314/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.605
new file mode 100644
index 0000000000000000000000000000000000000000..cf8258f0c874372fbf85962276965e819131d545
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/1762563876.4652314/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.605
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd078be9d8f18d348094088b5494f4966ab9a54fb7312fea78e2c49f121b933e
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7cb794cc8e8020eba548491788d0186cc0f0ae9f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e791a1f4c03472330480140e90e4b1806250e17dcbb6e5884a4be023ee49a86
+size 793461
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.604 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.604
new file mode 100644
index 0000000000000000000000000000000000000000..656c9126bcaeb735b6b3697d79b0c8a2fc458cc6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_2/events.out.tfevents.1762563605.auvsl-gpu-01.ise.illinois.edu.627155.604
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec4a67bf8561e021b40b2032bf84a4e35f2570923f43eff0c4f1c040c14f861d
+size 23858
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/1762564105.2256575/events.out.tfevents.1762564105.auvsl-gpu-01.ise.illinois.edu.627155.607 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/1762564105.2256575/events.out.tfevents.1762564105.auvsl-gpu-01.ise.illinois.edu.627155.607
new file mode 100644
index 0000000000000000000000000000000000000000..4997aed385f9bcc4388887076dc6415ec296ec4d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/1762564105.2256575/events.out.tfevents.1762564105.auvsl-gpu-01.ise.illinois.edu.627155.607
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a42029caaf6a7bddb059de81ee525e8af8d87aedc41068bc905a92ad1cceede
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5bd90c6010d4af4743beaa79effa81e88da2808
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f43018ad7858c34060de6b73b22843f743190f35f8f07b998396f34b1092470
+size 793461
diff --git a/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.606 b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.606
new file mode 100644
index 0000000000000000000000000000000000000000..72ae15d95890288450eacba7d3ae552d9e167d9e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/connect-4/fold_3/events.out.tfevents.1762563876.auvsl-gpu-01.ise.illinois.edu.627155.606
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d9e84883749d70890ef4f9e023cdd1df72640b61b366b64e9efbff308daa4db
+size 21566
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_0/1762563087.808198/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.449 b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/1762563087.808198/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.449
new file mode 100644
index 0000000000000000000000000000000000000000..a70106af2d3ea6c5d46e6b739d21f64bbb55b02d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/1762563087.808198/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.449
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24ee1406e90eb5b8e9f3cbb3bc8039d7f262484d4065cf7080941f2e2bcd3736
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fc71c0b3a0ecdfe124bbb561c683277b72539e51
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0d0859facdcd6ef487cc803bc7f25b9f62d415705f06417987473251e7e0d92
+size 61301
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_0/events.out.tfevents.1762563080.auvsl-gpu-01.ise.illinois.edu.627157.448 b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/events.out.tfevents.1762563080.auvsl-gpu-01.ise.illinois.edu.627157.448
new file mode 100644
index 0000000000000000000000000000000000000000..04921f99b8e70a4977a8f6fdee30ea7c9f262d72
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_0/events.out.tfevents.1762563080.auvsl-gpu-01.ise.illinois.edu.627157.448
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:862c8da354de8f098b2e6c20c92ffa9dcc09a5ac9dff0971c345d2bbe0500d58
+size 28060
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_1/1762563095.0423205/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.451 b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/1762563095.0423205/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.451
new file mode 100644
index 0000000000000000000000000000000000000000..dd5c903d0b24c82808bbe781f56367e759f81a59
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/1762563095.0423205/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.451
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:595fd07ef0aaf14bdf669445b9ec768c739659a8b5c8f92b389684495419686c
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..65d069ea71941dbb23751c30d60f86a4d720aebd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6eb39b8c9c16c5380cbba656ba508489f6df49fd88d1346134a6fecb80d8693
+size 61301
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_1/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.450 b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.450
new file mode 100644
index 0000000000000000000000000000000000000000..a81ce3aacc333e69b295da955b627c8fe3e66488
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_1/events.out.tfevents.1762563087.auvsl-gpu-01.ise.illinois.edu.627157.450
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f97f10d3532c54c73de367d188499ea8186b22e1dbe14cebfa587e23296213c8
+size 29206
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_2/1762563100.085894/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.453 b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/1762563100.085894/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.453
new file mode 100644
index 0000000000000000000000000000000000000000..811ca73ce2460613c50a2df2d5ae8bbda251574e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/1762563100.085894/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.453
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce5b193d59d0a73fb8bcfb3ff09355d64ccc7c087541b15d60a2d8cdca2fd3f0
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..000c4b30b28d3504c2a8d66c62d86786d862d69f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:608859568a0e9ae774a2f383cef163b8ca72657f4437f29002e5275bc67be66a
+size 61301
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_2/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.452 b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.452
new file mode 100644
index 0000000000000000000000000000000000000000..ebd5b6078d7d75399ffb5f4b6c8acdd8d00a3049
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_2/events.out.tfevents.1762563095.auvsl-gpu-01.ise.illinois.edu.627157.452
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df950d7a5433edce411c01deed190849f3e57fd304b1077108d9f971bb67f783
+size 20420
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_3/1762563104.580405/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.455 b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/1762563104.580405/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.455
new file mode 100644
index 0000000000000000000000000000000000000000..4d18dffaee0ce8c1e253bc5baa25b832c56f07a6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/1762563104.580405/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.455
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92b694d10eb26ee65631e6f8207c67f030cd59d1b27219bed8ee2e81c40617f2
+size 1176
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bac60c0a445d823965300699cc6e5a6462535a4b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04242023affa6e29cf9ed8a8430487584214576c1fbdb8497253b939ab973b5c
+size 61301
diff --git a/UCI_N4/ldlt-resnet/runs/contrac/fold_3/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.454 b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.454
new file mode 100644
index 0000000000000000000000000000000000000000..7bd5a9aefa8f944e4bc01d8b7215a00048d82208
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/contrac/fold_3/events.out.tfevents.1762563100.auvsl-gpu-01.ise.illinois.edu.627157.454
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:64904f9e18abe6608222813e71c8525e7c3cdcc327fcb83a3c7ca8aaabeb4c8c
+size 17746
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/1762563107.206382/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.457 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/1762563107.206382/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.457
new file mode 100644
index 0000000000000000000000000000000000000000..180cc9b80621e6634448f8569b957efdc6df44a1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/1762563107.206382/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.457
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:917af18caffb9b46d0af1094b1cc980b6fee31e1ee42369753c7619c83e8cb29
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e78a7e149cfe52dec26b84f5ed3a43bd1ab993e4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f72bfc3524de179d70aba06022dff97f7a82686b4d826d3d739230a29c3b1647
+size 203637
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.456 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.456
new file mode 100644
index 0000000000000000000000000000000000000000..14665b29ae880ab7ae9fc199c4552ff95bbba896
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_0/events.out.tfevents.1762563104.auvsl-gpu-01.ise.illinois.edu.627157.456
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76c63fd636f8137eb92edeb2f9e148376a36f2e8a4953fd9905a47dc9a6a50ed
+size 19274
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/1762563109.5792608/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.459 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/1762563109.5792608/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.459
new file mode 100644
index 0000000000000000000000000000000000000000..0f069dd67e255f4319644a5ce156a8e38c495141
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/1762563109.5792608/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.459
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c11804802d1dc91e7fcd0fb33761c7cd4e3d19b7e0bcdc49f4267d31d29cdb5d
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..db63b55fc895a0e64d3cd6c53906cf6083f42fe5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:774286957a821de73229a690d49ecfa1c54a47c4d7e3a9ff935665ab3fe42a28
+size 203637
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.458 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.458
new file mode 100644
index 0000000000000000000000000000000000000000..30f81ae8128dd59360f9e98d809fd8bc5e6901f1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_1/events.out.tfevents.1762563107.auvsl-gpu-01.ise.illinois.edu.627157.458
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf03c51a12874c9c2234a0f8f7c10c660fd63860e585bcb5eff21078a7c7341e
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/1762563112.0890527/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.461 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/1762563112.0890527/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.461
new file mode 100644
index 0000000000000000000000000000000000000000..2bb0ba0511102ab0aa49fc99355aace59c64234f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/1762563112.0890527/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.461
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60ad686ba0f35745b0c81c2ead4894dc50346d9bced9c3d7b9c6cf53686492d4
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f38bd10af1b086225832dbf417aaafb808a551c2
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3a9c4408f7b89d2bfebcc42737038178175ab9d4ac561ef53cb04ef02c52170
+size 203637
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.460 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.460
new file mode 100644
index 0000000000000000000000000000000000000000..d9891a6001e45adb543f35af835fb0e2321e67a9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_2/events.out.tfevents.1762563109.auvsl-gpu-01.ise.illinois.edu.627157.460
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:427b69fc2314e2fd153fed519d165e5f955c1ece0bdccf3a7ad2d1bae5ff78b3
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/1762563113.9757648/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.463 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/1762563113.9757648/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.463
new file mode 100644
index 0000000000000000000000000000000000000000..2311d203782bf6ddb8370b8bcca6c51da0e7a3eb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/1762563113.9757648/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.463
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ec7e90422dc60983029660264155420e58d30c3692dc777b41e4473808135a8
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c73291220bcc6e924a92597a11bfde90274fdc83
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b086df08e77aab3267df66886d191e8a643cf9805f46d5727c0f416fc82d309f
+size 203637
diff --git a/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.462 b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.462
new file mode 100644
index 0000000000000000000000000000000000000000..b0aee568e107bf7ff16a9c3469c265c66d56592f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/credit-approval/fold_3/events.out.tfevents.1762563112.auvsl-gpu-01.ise.illinois.edu.627157.462
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:31da4f2649a54ce41d1754c0efd8e5ccb5409cc17a7f6624c1bfa699ab81642d
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/1762563116.176951/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.465 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/1762563116.176951/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.465
new file mode 100644
index 0000000000000000000000000000000000000000..598f8e3aee7a9eb0153a3e87fcb27957d0ae13c5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/1762563116.176951/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.465
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18ad4341c95762676b64ee2c52c4d90a367f74d70c509bed918a751b218ae108
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..aa0129ec41677b275d12fa800be7e45b8799476b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5ce0f5ad6df48bae863c16be16a0d9647d6f6db4bd351d6439e8048210b288e
+size 781941
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.464 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.464
new file mode 100644
index 0000000000000000000000000000000000000000..6901922f6a232d780fa7cc9686600e08e81efcfb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_0/events.out.tfevents.1762563113.auvsl-gpu-01.ise.illinois.edu.627157.464
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06b6eac5ee58a2b35945888a47e83016b580c2698d20d983ab10921fe64d161f
+size 21184
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/1762563117.6396437/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.467 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/1762563117.6396437/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.467
new file mode 100644
index 0000000000000000000000000000000000000000..301ee389545a235d847397c5524a2184f0e3b1ac
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/1762563117.6396437/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.467
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be5fc9c4d3dac51644e9094b0bc938ed1264bb313cde05742a4ac5782ba1649d
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8806e1481a860b4d21a9f4176414f69b57ac2d62
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3dbf3ec3ff2eb550018cf72353b51f7c8c8a96bb7399a4ee2763b14e2956058
+size 781941
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.466 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.466
new file mode 100644
index 0000000000000000000000000000000000000000..647f48819d6fda8a9b6767563b6a63edb2157482
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_1/events.out.tfevents.1762563116.auvsl-gpu-01.ise.illinois.edu.627157.466
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a783b24056086b97b893fec534fdea8cc01a16485f9b8193ab86d1435cab4c9f
+size 13925
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/1762563119.2733965/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.469 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/1762563119.2733965/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.469
new file mode 100644
index 0000000000000000000000000000000000000000..6b861ac6f3e724027c03c87a79d62296995f2102
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/1762563119.2733965/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.469
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3561232070f1746cc194d08cef0671ce4cca897786b62c82be10bbb379622e98
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7d0bd686e7e11b5bbacf2d67dcf9385301d048c8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6d1eec1a0b943db2c2ccc7ceb011f4e68a8389ecc0266ae22fd2b5bdb6dd821
+size 781941
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.468 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.468
new file mode 100644
index 0000000000000000000000000000000000000000..409dddc2c0d95945f9470d46d1b91dbc97d7b846
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_2/events.out.tfevents.1762563117.auvsl-gpu-01.ise.illinois.edu.627157.468
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6c610123adf96f464118d81fed387e45fd763a322ce86338e28e7a10b899971
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/1762563122.5812578/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.471 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/1762563122.5812578/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.471
new file mode 100644
index 0000000000000000000000000000000000000000..6d3ef5536968361dc317ad0fa980f60c69b2a628
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/1762563122.5812578/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.471
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa6d49f1d63f54e38aa9d0e0b5169e18bb361e8e9880f7f8a81aafc5428c6be1
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..19a737990640be12e54e018f216136c042553170
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c8e83bea42ed9fd2578ff6b162908550e2b96459864923c43d24e1e65199f82
+size 781941
diff --git a/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.470 b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.470
new file mode 100644
index 0000000000000000000000000000000000000000..43694931f057af56e064fdd3f558888c018582a4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/cylinder-bands/fold_3/events.out.tfevents.1762563119.auvsl-gpu-01.ise.illinois.edu.627157.470
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09bee9bbb05d94ed77b1f158411db6a4752f4c8b364c316b575cf4a0be7138a4
+size 32262
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/1762563124.2875478/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.473 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/1762563124.2875478/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.473
new file mode 100644
index 0000000000000000000000000000000000000000..b1efd8e282ea2be4f282f7f375d7553e34d40c00
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/1762563124.2875478/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.473
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c22e89d963a6ce4d7afc56086bd2d1f3191cd5318cdf2becc53a97b08100311
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..43e820e7e79380fe2c6fa715724e81bead63f13e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a36e594c15f783f156bba160c8c4b55a105a06444e3f75c8b26ecf6293bf66a
+size 782453
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.472 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.472
new file mode 100644
index 0000000000000000000000000000000000000000..9c0241094f42be35a964246844dc57cbb3e3e824
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_0/events.out.tfevents.1762563122.auvsl-gpu-01.ise.illinois.edu.627157.472
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4743353dfbcbc6cacf0dcb04f7f18c5ec2203d8a3c3a51d1f8ece02e00f31902
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/1762563125.8353353/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.475 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/1762563125.8353353/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.475
new file mode 100644
index 0000000000000000000000000000000000000000..6508326da7a6a721a7dc9140f717b43df9b8b4f6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/1762563125.8353353/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.475
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:076ce2a3a6ab9213bb290dab9cf061d0e3ecac7250fdb3a430bcbb450dc72d16
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..99dadf919a5386a28b53657ee1cdbdfd3a739f6d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50491b9a2fa60d433b12c67a0cbce7df5abbb224608ac54a68565e3d4e6a8d13
+size 782453
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.474 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.474
new file mode 100644
index 0000000000000000000000000000000000000000..23d2a0505ec37edfc497ad0252ac27c73e0f4cc0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_1/events.out.tfevents.1762563124.auvsl-gpu-01.ise.illinois.edu.627157.474
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ac19509286901d25f76225a18846967b4e4ad138351b09ab119436de04815445
+size 15453
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/1762563127.7867858/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.477 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/1762563127.7867858/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.477
new file mode 100644
index 0000000000000000000000000000000000000000..5571e8483245e61452812cb7f8556e4a1381d088
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/1762563127.7867858/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.477
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c37a27fc96d29c9672c4e897dc487bb064a5f3d1a9374a78f83b32cc410a6db4
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4161f4de0a45db3803070b07d4223ab394cd4b38
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49b686528e8a724b555bff66f917080309e037cc87b7cd0e0a501b4c6445b81c
+size 782453
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.476 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.476
new file mode 100644
index 0000000000000000000000000000000000000000..f48c9ce878d290be18d00c16d0813edd8fcdbda8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_2/events.out.tfevents.1762563125.auvsl-gpu-01.ise.illinois.edu.627157.476
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d572e60fc33281d0a4ca1f20a7d28c5a9307ec3f67d2d71d7989beb893578be8
+size 19656
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/1762563129.3963294/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.479 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/1762563129.3963294/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.479
new file mode 100644
index 0000000000000000000000000000000000000000..6a3d912870414ea23814f5c66cafb142c7d155ef
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/1762563129.3963294/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.479
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf91dee524694ce34ec1b5cccdd1dec6f8b8f04951d25e0f3f188e91108f8e07
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..dd48ae051cc0fde3bd685958c9c59be5adc8a7e1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:197d80f09a6fffb426eba67b2c89e51691fa0823d76b784a2b2a10f29781d49a
+size 782453
diff --git a/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.478 b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.478
new file mode 100644
index 0000000000000000000000000000000000000000..372634f4da8929518071b6ba6e42613bd2ddd81e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/dermatology/fold_3/events.out.tfevents.1762563127.auvsl-gpu-01.ise.illinois.edu.627157.478
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3dd23cddad787261ca3e49f4576bf2eca8278601e8cf0154099f3d6e74922d30
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/1762563130.4350905/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.481 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/1762563130.4350905/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.481
new file mode 100644
index 0000000000000000000000000000000000000000..8db569548b16bef8104b3f05fff805d5665c33d7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/1762563130.4350905/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.481
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56a121b59424d029309a1b209d7d9229790540b3fb3fc6a9ae0c3a4eb304da7c
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3a48884bfabf0e89b9cffbfd720513259f45b65f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:370208f6d1b73088519abdf6b4aa88c63507c0d9e992390cca026e4a1183973b
+size 61557
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.480 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.480
new file mode 100644
index 0000000000000000000000000000000000000000..bbc35622bd9475f2b21c6255bd6e282dc524d294
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_0/events.out.tfevents.1762563129.auvsl-gpu-01.ise.illinois.edu.627157.480
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00b2d5097f00c7e445885c0d1c1514c98a51b3274c3bf9c811b8e74d3a2257be
+size 16982
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/1762563132.149516/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.483 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/1762563132.149516/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.483
new file mode 100644
index 0000000000000000000000000000000000000000..6e6a0c20180cef220443e62251ee24e174fe3f21
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/1762563132.149516/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.483
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9c764407e1a442204ee739d07f53cddd8cada4cd075d95e707e5d956dfa3cd7
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..75c4ba6c60997063e16e982955993c7768e93eaf
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:052861eb87bf5648b8df6dcb13b1fe9b6208e21312ed4e67fd15d5488eec8ecf
+size 61557
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.482 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.482
new file mode 100644
index 0000000000000000000000000000000000000000..079ae95ea9e77503e0f41ad287edb13623583c84
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_1/events.out.tfevents.1762563130.auvsl-gpu-01.ise.illinois.edu.627157.482
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd643f596737238d90fcd120b9687d0339380cd43160dc100bd635d808afe716
+size 26914
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/1762563133.332901/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.485 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/1762563133.332901/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.485
new file mode 100644
index 0000000000000000000000000000000000000000..e6699929e4580da4d03177a1ed6903d2c715622c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/1762563133.332901/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.485
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cad7c7b62d0ffb873f3b3af0ba36aa12cf69d721b2ced038707da7e2782cc2e8
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5967e7d7b9285b838ebfb26ed2f698d2f4930363
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11022f3fea6837638d254da9900c245b97aaa0d1f3f52844d7ba25e402c17403
+size 61557
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.484 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.484
new file mode 100644
index 0000000000000000000000000000000000000000..8dc9af7fa0884d4f89e1b4f3a800042a0285da1b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_2/events.out.tfevents.1762563132.auvsl-gpu-01.ise.illinois.edu.627157.484
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f1d5472e9a6882068dada04349e99a222fb46dd9bdc37609e769c3c99a808bf
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/1762563134.1269898/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.487 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/1762563134.1269898/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.487
new file mode 100644
index 0000000000000000000000000000000000000000..e0d9f19344fdc9a953775a0cb3024fbe113309ad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/1762563134.1269898/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.487
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6fd081e8e6115fa3f934ad451227c60655772dbd61175c23108fe16d04a9ed2
+size 1183
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..34342a500762205f09e90fa5e4d593514125b67c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5d71f6bc244ea9c5037405e458e7b462916639701e41470b4c7224fe850926a
+size 61557
diff --git a/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.486 b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.486
new file mode 100644
index 0000000000000000000000000000000000000000..9eea7d1024f3e3b38df021a6124de49eb7717eae
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/echocardiogram/fold_3/events.out.tfevents.1762563133.auvsl-gpu-01.ise.illinois.edu.627157.486
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08ed0ca8f0e653fc5722dd7b88de0ee8e49c094e7a97bf7eb0894e91869bfd80
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/1762563136.2417748/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.489 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/1762563136.2417748/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.489
new file mode 100644
index 0000000000000000000000000000000000000000..20f32fbeb9f2b6b2679665954a20d76ca04173a9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/1762563136.2417748/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.489
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd27b3b0ced8c9d8cfb5a7f412222ad17c29513078a5633442270704a4ad3f97
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..79eb31bffcc21a9aca87dd41ecc18e2aae21ebe1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc72b698649a213a9a333131d16ea16738be719dc840fa079391a00e908c7bb3
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.488 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.488
new file mode 100644
index 0000000000000000000000000000000000000000..d8b5ca558e30e3eeb97f2ac3170a8a0f55607d99
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_0/events.out.tfevents.1762563134.auvsl-gpu-01.ise.illinois.edu.627157.488
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:688e164f8ebb025adef7dfc6e9bb3cdbefc5735a483a3d99a1f08cf1d7db6fee
+size 21948
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/1762563139.8222897/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.491 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/1762563139.8222897/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.491
new file mode 100644
index 0000000000000000000000000000000000000000..a96e9f26d7e6b866392de51614f4ee292a28e50f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/1762563139.8222897/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.491
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35ddee5981075551ac5d077f1f655a5886483b14f201ffd677de97d91f5847db
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8e54894770579a0d858d37d1bad0414126766219
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:426720b84f8cc6b6ef312c7b1215161adc137f11dbd3ccfdb98cfb4c1ae8c419
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.490 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.490
new file mode 100644
index 0000000000000000000000000000000000000000..61bf8d0b0da41149f1b2634be174b45b780b83c0
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_1/events.out.tfevents.1762563136.auvsl-gpu-01.ise.illinois.edu.627157.490
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0948fd98e66c2e949fd09393cb58bedee66d40b9722849e79de0f29272b330d4
+size 36846
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/1762563142.76908/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.493 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/1762563142.76908/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.493
new file mode 100644
index 0000000000000000000000000000000000000000..3494a7e46c0351f27cb9b3ff98dda0b81ec81ed3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/1762563142.76908/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.493
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d937e2f86431cad2128f1c42b84134d45d8efbe529918501f6ad20f3bda6ad1f
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..889c46d37a507ab07f2e6da5e489a2fcc9a66a01
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2611ec67207300deb8faf15ea04cb88d7487c43816274b1b49f91de0e5503fc6
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.492 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.492
new file mode 100644
index 0000000000000000000000000000000000000000..0600b2c1e96382582e58fd53a82b47b252a4d650
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_2/events.out.tfevents.1762563139.auvsl-gpu-01.ise.illinois.edu.627157.492
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d25ce3999d432dc9f71cdacd1aeed2fd349b3645fb229813eae109c4354fffe5
+size 29970
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/1762563146.0341592/events.out.tfevents.1762563146.auvsl-gpu-01.ise.illinois.edu.627157.495 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/1762563146.0341592/events.out.tfevents.1762563146.auvsl-gpu-01.ise.illinois.edu.627157.495
new file mode 100644
index 0000000000000000000000000000000000000000..1237660e4bc9a1f161f512b945ad8a6d10048353
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/1762563146.0341592/events.out.tfevents.1762563146.auvsl-gpu-01.ise.illinois.edu.627157.495
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec3fba1168f515afca8e002257914d6adc202b0377feb0341145b69186c9110a
+size 1174
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2c20f0d471b67fc5123f197f1c6f645c1dca14d6
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4432218c5493325664f9cc6e8ed2a549410858361c7e4e1a874d5d3074c068c9
+size 61173
diff --git a/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.494 b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.494
new file mode 100644
index 0000000000000000000000000000000000000000..4a20fcb0e9797afbde1111d163c66a9fba87a38d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/ecoli/fold_3/events.out.tfevents.1762563142.auvsl-gpu-01.ise.illinois.edu.627157.494
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a948dd15fcf5410983562a8ede31ae79eae31467f78d55fc1860b560879531c5
+size 33408
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/1762563151.001739/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.497 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/1762563151.001739/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.497
new file mode 100644
index 0000000000000000000000000000000000000000..c518badeb5443ee92f422537bc67f98bffa46d1e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/1762563151.001739/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.497
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:818aa7c3e18b2d10c1ab011fccb9c3c13763bb7e9a532ef56677019cc6dcad31
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5ee23bac6f07691ec87c24f253d646ffae6a512
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8a017d9525dadfe08d7dbd796f5a76daf3cc54bef66c69b8eab095216a019ce
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/1762563153.9802217/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.499 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/1762563153.9802217/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.499
new file mode 100644
index 0000000000000000000000000000000000000000..a385e8437bd711cb891e015a71d3563bd456af87
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/1762563153.9802217/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.499
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4316ff96a83a8b1c7618b86791f612ead2d952ccb537faa8c72bbeebd6c1f526
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c4561b91f2383f84cf98831baef5d54741611484
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16e9a91b28a2de2aa15511cd55ab05129642c36a2938ab8e835a1000cf3dd1fc
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.498 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.498
new file mode 100644
index 0000000000000000000000000000000000000000..ac1ca38c08104fbf1c8b0823666f80b68bb13d15
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_1/events.out.tfevents.1762563151.auvsl-gpu-01.ise.illinois.edu.627157.498
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9f65586e8c684fd8c12657dd195b8ec77c45d9a5f52548da0cbddaee4f34ebb
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/1762563157.5979118/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.501 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/1762563157.5979118/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.501
new file mode 100644
index 0000000000000000000000000000000000000000..bb5494d6412ab7918d9462b78733d5e649a1040e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/1762563157.5979118/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.501
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02aa49d2fc478e961aa7eee7e4adbb7bfc462eacf973fe7386aa090044aac9fb
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0b0782b7910357e884d8d3d85784485c77b115fd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:019305fec16c95c5c08c603ff2ecf5ee745b0f3447001731032d8bb52f34910f
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.500 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.500
new file mode 100644
index 0000000000000000000000000000000000000000..0b0b7551efa43d2133e358222c9126d55875fa29
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_2/events.out.tfevents.1762563153.auvsl-gpu-01.ise.illinois.edu.627157.500
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8c887d3ba34498ba35f7c681f3b786e1540ef9dcb35831b9fc949806e27e46cd
+size 25386
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/1762563160.6877208/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.503 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/1762563160.6877208/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.503
new file mode 100644
index 0000000000000000000000000000000000000000..3d359da1d32cc5090156bf417e1938fa3eb736b9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/1762563160.6877208/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.503
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ad03040f4f5d80dd28eaebb9b6c37a845fb52e12dac6ccee43935e87032144f
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..11c4e2733f7b519981fd97be22103ad8738ef271
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bca540c82ddb82b136c97303b511ae6cdb48b53364617969ae90d826569266df
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.502 b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.502
new file mode 100644
index 0000000000000000000000000000000000000000..4e370104156d3b845bbb9db502bde47fb2fe81b5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y1/fold_3/events.out.tfevents.1762563157.auvsl-gpu-01.ise.illinois.edu.627157.502
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fda86979ebcdfb783047ad48ab2458cc9f22409e42df3cc4869ed14d342d8d09
+size 22330
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b942a29e6167a800c16896b9afdd2b0cbdf08a87
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c735c602bf0fe1032b8a044afeb46c7cd185ecfece6a96978ef30d1f6c50165b
+size 60917
diff --git a/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.504 b/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.504
new file mode 100644
index 0000000000000000000000000000000000000000..89b8b207ae6c0215f11a8b10b8524a41eab43a3b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/energy-y2/fold_0/events.out.tfevents.1762563160.auvsl-gpu-01.ise.illinois.edu.627157.504
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53ae66b5d2757f6b09c8f5be110234250a2beb202a635c80a54dd8f7ce9801e1
+size 15836
diff --git a/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_1/1762563201.7428443/events.out.tfevents.1762563201.auvsl-gpu-01.ise.illinois.edu.627157.547 b/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_1/1762563201.7428443/events.out.tfevents.1762563201.auvsl-gpu-01.ise.illinois.edu.627157.547
new file mode 100644
index 0000000000000000000000000000000000000000..5e229fa7bd8dd29fd1cc96a59070f9cc41a1d15e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_1/1762563201.7428443/events.out.tfevents.1762563201.auvsl-gpu-01.ise.illinois.edu.627157.547
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfd132542580a76b06bc61cf027b4d5b09e45965ef9548fd102eb27de58a6940
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_3/1762563204.2697573/events.out.tfevents.1762563204.auvsl-gpu-01.ise.illinois.edu.627157.551 b/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_3/1762563204.2697573/events.out.tfevents.1762563204.auvsl-gpu-01.ise.illinois.edu.627157.551
new file mode 100644
index 0000000000000000000000000000000000000000..0480100dde5ef33603b0bc44404d072daece8711
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hayes-roth/fold_3/1762563204.2697573/events.out.tfevents.1762563204.auvsl-gpu-01.ise.illinois.edu.627157.551
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b707acea9636167312ff6e98289b52e340efaf9e553f566743ef52ddd08708ff
+size 1179
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_1/1762563208.2610931/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.555 b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_1/1762563208.2610931/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.555
new file mode 100644
index 0000000000000000000000000000000000000000..bc9abb7d39c935915243ed1240915b895e10f828
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_1/1762563208.2610931/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.555
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1558f4f56b5e6d517af7ada693bea05087801499a85fb7673ace0205ea9dca3e
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/1762563209.9647837/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.557 b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/1762563209.9647837/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.557
new file mode 100644
index 0000000000000000000000000000000000000000..7e8273f87927be22b6a33c6b131813c583a3036a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/1762563209.9647837/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.557
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04ffc75904027690e089f2efd61f01e286ab94b9d32c428c477cdf2d4ca3a5c7
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7cd83310695ddd10eedc1c80387f815290651abc
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7dc9ad13a8f4587a38a105afc1defb645307af1cb65ff6e43ff767cc540660b
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.556 b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.556
new file mode 100644
index 0000000000000000000000000000000000000000..4cf116f39c04e19141bad22c86d88ed97ca49588
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_2/events.out.tfevents.1762563208.auvsl-gpu-01.ise.illinois.edu.627157.556
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3ffbe1d93af9aa2cabf421fcdd5ad5dde94d56f39410b16ae0fc817331ecebb
+size 18510
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/1762563212.0253131/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.559 b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/1762563212.0253131/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.559
new file mode 100644
index 0000000000000000000000000000000000000000..797fa07e298f428786376985caba80b73daaa2dd
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/1762563212.0253131/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.559
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8579c9a202399cee73d701ac8d8d19529570edd2cf5258e2a30ddf932bb30c83
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ebb727d9e69e8ee3c39d40aee5925c9a5befd997
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f1c7d453620fc699b1f41bd5ed3803705fdc5133dcf8b87d0329d7494e0ab955
+size 202869
diff --git a/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.558 b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.558
new file mode 100644
index 0000000000000000000000000000000000000000..7f900da5c1462cfb83e351fd1864204eed0b520b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-cleveland/fold_3/events.out.tfevents.1762563209.auvsl-gpu-01.ise.illinois.edu.627157.558
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad20b0f5767a58abef49cc3d3d7e8bce4ed5f9b623d1fa27feb8acf21e9fa85a
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/1762563213.9429135/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.561 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/1762563213.9429135/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.561
new file mode 100644
index 0000000000000000000000000000000000000000..e883c3169f9356855116e8bf4e0257173169f053
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/1762563213.9429135/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.561
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b241f695dadede9fe6c91d827f2e98898bb254ae4d171aff3037c0e9404dfee
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..efdd8e447106304c150639cef393912a4febc489
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:132532511c09890525e96baadbb75d6237028de5c8037784b249f0252e9f1f91
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.560 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.560
new file mode 100644
index 0000000000000000000000000000000000000000..e3735ea3b3eff6585d87c0430ec5e353415b988a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_0/events.out.tfevents.1762563212.auvsl-gpu-01.ise.illinois.edu.627157.560
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3404175d7beb25ca10b088cd89d5401475cebe548e499e0ff406c679abbb7280
+size 20802
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/1762563215.1986232/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.563 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/1762563215.1986232/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.563
new file mode 100644
index 0000000000000000000000000000000000000000..3b2c7989836e63fa2d959af79801f060db55926f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/1762563215.1986232/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.563
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdea9ec30178fd799715c0a74c6793bf411bedf114af156f41e27b4458892bb0
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5a7ca71f049ec536120badb5d62504cc8b5f279
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad4ff2650a1c74510fcd4ff644ac3ca3118e80e332479b7d7d5353560c3e0fc7
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.562 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.562
new file mode 100644
index 0000000000000000000000000000000000000000..ebebbfb7060914a18b625c96b40616dbecfadebe
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_1/events.out.tfevents.1762563213.auvsl-gpu-01.ise.illinois.edu.627157.562
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdc86d646b4208791223e8d5cdea37384d13dcfb8d21928b44f4f60c9a77f51b
+size 13543
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/1762563216.8379707/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.565 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/1762563216.8379707/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.565
new file mode 100644
index 0000000000000000000000000000000000000000..8038e14e5ac2f15f773f632c8eaf78b3b9e44f45
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/1762563216.8379707/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.565
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcdcfe503b8b4b818657ce20e4098b60a7d9c2fd1baa2921e4e857294332ef76
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..42651eec4c6fc6f00d1b8d4ae8612270db26f3e5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73a2af7e254f10c183d1f73b0a043ca6553c74fdda1428c05b0629be172cbac2
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.564 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.564
new file mode 100644
index 0000000000000000000000000000000000000000..a433f7236aa01700c5039988375dacad099ee1f8
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_2/events.out.tfevents.1762563215.auvsl-gpu-01.ise.illinois.edu.627157.564
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:568a4760ae757a22cac7b53ea2e17cf3ae8c96040788ac0f4cf2512743c1b5b7
+size 17364
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/1762563218.2223616/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.567 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/1762563218.2223616/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.567
new file mode 100644
index 0000000000000000000000000000000000000000..36aa3fb1682932442aed36f7a18eaf93c7867ed9
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/1762563218.2223616/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.567
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d64a94cad46e424fdff680d45f9ab6c81a120f7281f58cc0f6d52a563714c4c
+size 1184
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cf94543f0886354d3d3ba90d040c88ea24869ced
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21a217e092a40f962e5afa03e3529a727fe2dc41108f407e6ab46b7e996e7100
+size 62453
diff --git a/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.566 b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.566
new file mode 100644
index 0000000000000000000000000000000000000000..9084cb30c89ea4c5becb490edfe07a2ecf71d65f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-hungarian/fold_3/events.out.tfevents.1762563216.auvsl-gpu-01.ise.illinois.edu.627157.566
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab1e5fae22a46c2ded7adc8c7e2a812fbf95e27010d8bbac4ca6001dae4fd58e
+size 14689
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/1762563218.9902332/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.569 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/1762563218.9902332/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.569
new file mode 100644
index 0000000000000000000000000000000000000000..9661c1acd30fcb39e5b80b73b9c661366d56919e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/1762563218.9902332/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.569
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc968400fcffdd4c9653354e44db0e89858487eac8009af5f73349d8a922c712
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1f91bc864e35d01ab7217f6756311aa9acadc442
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09332662a150231663e18f6d947b3a580c9ee681f71dc825b9e348bfcc1a3dca
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.568 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.568
new file mode 100644
index 0000000000000000000000000000000000000000..75e1d54e52591b1ce330c8f89fe416d5d823cd6b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_0/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.568
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad7c76be9d81c6adb86d0a01fe088233a3bee52969a7b53ed97fbbf575368381
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/1762563219.7976754/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.571 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/1762563219.7976754/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.571
new file mode 100644
index 0000000000000000000000000000000000000000..fba4687bfbc3a49f6cd332575ab94c45f9b5d6a3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/1762563219.7976754/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.571
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f93aca3bc91fc3683bb559092d9b2b53668411a50686b6845d0cbee54e02e751
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..da4a1446e67dafcde57323cf79f18b7427d0ffae
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec8be91890c02759a7d1474eb8e73f6f62287e8b48cfc93019065b5a80b3f0cf
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.570 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.570
new file mode 100644
index 0000000000000000000000000000000000000000..a9805fc6449b159d43a9563af7cee45ddabd5a55
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_1/events.out.tfevents.1762563218.auvsl-gpu-01.ise.illinois.edu.627157.570
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3daf6fe0b3dc0016dfc18988a58ae863a941a4bd8e9631a5b3e2d39374554fd6
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/1762563220.5767753/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.573 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/1762563220.5767753/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.573
new file mode 100644
index 0000000000000000000000000000000000000000..84b45d04e79fe7beb122ec362524842682e14d51
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/1762563220.5767753/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.573
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2208dee49233552cacfb9847bc77188d298809e794563c037f00f5046cc87085
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..29c2195b5aad4afb88d84a1749f3e81dcddcc68f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:397497da51db88712ac6d7ad195e2011621b11711b0e8c17218f752914a649be
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.572 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.572
new file mode 100644
index 0000000000000000000000000000000000000000..9af574b69674e4eebb051d55868b37599526e07c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_2/events.out.tfevents.1762563219.auvsl-gpu-01.ise.illinois.edu.627157.572
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e8a24eaf44ed76b4e2e6a703c4a334b27bb9bec390966ae91b621197dce7d1f7
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/1762563222.2425504/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.575 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/1762563222.2425504/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.575
new file mode 100644
index 0000000000000000000000000000000000000000..6467418c6659b07203e77eb4d33ef7f6f366b3f7
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/1762563222.2425504/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.575
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db434ec5a982aaaeb7a7d7981f27e6aa7c6e9d35bbf3a6a46bcf1a49fe526f8f
+size 1186
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5f62321ebaaa6c198cbe1ad17b5fca5b93c7185d
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba1086d395f541e137de59d445865bd836879a5bb7585e7095b4d25c46767cb2
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.574 b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.574
new file mode 100644
index 0000000000000000000000000000000000000000..5c0c5559723b3d622c56b7e2b9fea96cb99e9034
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-switzerland/fold_3/events.out.tfevents.1762563220.auvsl-gpu-01.ise.illinois.edu.627157.574
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86065f7492c4296826babeb5612110d072bff68637ae595c3b590946a8134608
+size 28442
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/1762563223.4537597/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.577 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/1762563223.4537597/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.577
new file mode 100644
index 0000000000000000000000000000000000000000..57a6d912dd091aacbf46d8771db3aadd62ec8f8b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/1762563223.4537597/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.577
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:099c408ab0325521440d370354f24dd40b731ded64a029bdaf450eea425edc50
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7b68c2f9813f1fe5517584f3f597249f5e086276
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e990d84798bf6bd73391f0717419f4337796ca9a67448b93d069388d7130f9f0
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.576 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.576
new file mode 100644
index 0000000000000000000000000000000000000000..f589ee5689f2b11a7ce16eb8dc2b94584e0d8b39
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_0/events.out.tfevents.1762563222.auvsl-gpu-01.ise.illinois.edu.627157.576
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:070a7fe24ff618e1845edd146b7655a4a4d4f52ccb17411790eb9fea8aefd339
+size 18892
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/1762563224.4043832/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.579 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/1762563224.4043832/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.579
new file mode 100644
index 0000000000000000000000000000000000000000..d5e7a7d6c1d87c3587025cf86b08b60d57dbe0a4
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/1762563224.4043832/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.579
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1396508c27d01f0eed828dbab65bb70ffa78d646e470985b58f7d439d3d380d6
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bc65a62c39d1a9af9ca985601f43d9a7a646ec1a
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41c7bbb2973f0d45a2ca5946ffdc50c2bed1042a8ab905e81674f4ed66d2d19e
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.578 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.578
new file mode 100644
index 0000000000000000000000000000000000000000..1f51d6c242fc5a64c0fda3279450edd7b476c51b
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_1/events.out.tfevents.1762563223.auvsl-gpu-01.ise.illinois.edu.627157.578
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1a0882700b90ac640b5c232e3b44a37895a519ee4c7cbd0c9ef1997cdd31461
+size 14307
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/1762563225.1830492/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.581 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/1762563225.1830492/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.581
new file mode 100644
index 0000000000000000000000000000000000000000..20d1a1096a517b8da5485e1ce45c267173087dad
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/1762563225.1830492/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.581
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56a70b8eaf0c6e95360300d130184634bb4ac772c2605c7628797c1cee828968
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..74ce432044600dcff26133267791d9ce93e77f52
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2aa22da0158d12218e04f16dd5b2c65295cf7e2075c014e1b4b7ecd8eb31e04
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.580 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.580
new file mode 100644
index 0000000000000000000000000000000000000000..34b21dea02770b575b3e5230aff3480bd8e10248
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_2/events.out.tfevents.1762563224.auvsl-gpu-01.ise.illinois.edu.627157.580
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11d89574fc406249b1e75757423a9ccbeeaa9bb5cbe80e14b8c28bf853698302
+size 12397
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/1762563226.960226/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.583 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/1762563226.960226/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.583
new file mode 100644
index 0000000000000000000000000000000000000000..df60badb65590e2f4e1ea86c578a08aa284a7aa1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/1762563226.960226/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.583
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49d8904d54a2593f6edb4c49d70ea62316aecea9766b6ace59f298b93cddc231
+size 1177
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..daf6bc364a68b3e789c89229339fce2419ef150e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fd838430e224b989198c8552456dde4593207b6fecab626c92e0fb91ded854a6
+size 62837
diff --git a/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.582 b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.582
new file mode 100644
index 0000000000000000000000000000000000000000..d0e6bbfa80979464f75aba16d5b193dfc44fcfc5
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/heart-va/fold_3/events.out.tfevents.1762563225.auvsl-gpu-01.ise.illinois.edu.627157.582
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a95880b2b7c94ae47e61103b81377a07386ce9111985c6422c2662c981483f09
+size 27678
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/1762563228.434113/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.585 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/1762563228.434113/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.585
new file mode 100644
index 0000000000000000000000000000000000000000..bbfcf6aeaf719098a91024dbf5325d4bb4d23f8c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/1762563228.434113/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.585
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8102172f1f2f06350e621ad5ddd8ab7698bfdb050dc4a389e8bcb2630d062063
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4adf1dbb912952bf32b6356b8c59bcafba83a8d3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9300390b022e5663b4dcd976ac86bc95284251c9522bf8bf2867069f9ebe42c6
+size 206709
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.584 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.584
new file mode 100644
index 0000000000000000000000000000000000000000..a947991e0b8a912339ae653b66bcb6b86d7dd880
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_0/events.out.tfevents.1762563226.auvsl-gpu-01.ise.illinois.edu.627157.584
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6360f142231c97c16a35f9c5d4ae8a8b0d12be8f48fd7afeb14e64fdb837c336
+size 25004
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/1762563229.3723736/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.587 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/1762563229.3723736/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.587
new file mode 100644
index 0000000000000000000000000000000000000000..82578e805562907f2aeb6d8b506a1f360e44f675
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/1762563229.3723736/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.587
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81ab85660641a4188a7d26d425b408b1b013602061c0b579b5c39bd30fc5826
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..80358c269036f3c50cb40386253c6b75c25212f1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa0a4d83e078d8444cf1795910ddfb20fb102733f1920e325be4ec5a60c9564f
+size 206709
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.586 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.586
new file mode 100644
index 0000000000000000000000000000000000000000..e32051a4f381898051cf30977e172b3d55140f82
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_1/events.out.tfevents.1762563228.auvsl-gpu-01.ise.illinois.edu.627157.586
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28fb8f074a5899f399523ad6a33e56da72d25d609dba905ba822446be8ba70fb
+size 16218
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/1762563230.4451826/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.589 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/1762563230.4451826/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.589
new file mode 100644
index 0000000000000000000000000000000000000000..f2e1ba340e5122c31b5107b7ebd85079ffb4e622
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/1762563230.4451826/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.589
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:610935ffcf7e572fd56af5f5b7a0c0145926207b5171824b0b15e8a936e37ae6
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a02342783c2ed0d286a6b16efde0f2b0ebec27ca
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f2b6c61e31e94ae8016cdbef88da659fb7a2a8ca8c57989ee5fb2390db2f330
+size 206709
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.588 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.588
new file mode 100644
index 0000000000000000000000000000000000000000..4484c8f9a8e469dcdfee84942a4d45143cfe19db
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_2/events.out.tfevents.1762563229.auvsl-gpu-01.ise.illinois.edu.627157.588
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ac334c797c7767fe194419be6c824ecd696f392d6e4e24efb49ba19bf5f0ec0
+size 16600
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/1762563232.0471575/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.591 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/1762563232.0471575/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.591
new file mode 100644
index 0000000000000000000000000000000000000000..40860722b788b75b9278bae75d21ab49318b22a1
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/1762563232.0471575/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.591
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dee938f5ac5fc10c57976d34aaa3dcc70415fdb863aad1bd8c36f2da865c775d
+size 1178
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..498196c1942781e169e44014dbc4a86f7fa5f38f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a08f9104c25ed50983e2fb7807bd8dedfaa1d12313e4cd3e9f082a481ff2ceb8
+size 206709
diff --git a/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.590 b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.590
new file mode 100644
index 0000000000000000000000000000000000000000..0d2884cfc81a92c376734c095323f2a864d91cce
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hepatitis/fold_3/events.out.tfevents.1762563230.auvsl-gpu-01.ise.illinois.edu.627157.590
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdb4a0d675697bef74787a4ab7415647fa1f5c91cd67f8b8d78e058764f37300
+size 24240
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/1762563240.2741926/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.593 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/1762563240.2741926/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.593
new file mode 100644
index 0000000000000000000000000000000000000000..bee300cdc65de80629988c334df1a51e09bba8de
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/1762563240.2741926/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.593
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:972943a8cd7b8a4f9ed49acb61bb9221c7f907f03ed49c8af052ee0d34f58ae4
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..102faff14d0be40b70ad839c91652b16f9cf2d91
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb7f11796defae39c6f9980c1da4eff224ddb17120f3064f1f4814d272716570
+size 6896949
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.592 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.592
new file mode 100644
index 0000000000000000000000000000000000000000..f491c604f4ea1aad0bfc58812177544ca8cf40a3
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_0/events.out.tfevents.1762563232.auvsl-gpu-01.ise.illinois.edu.627157.592
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fc1d6b3180c70fc4194564dcf79e1cd60693f82553027ca31e59d1aa6372651
+size 17746
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/1762563248.4665446/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.595 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/1762563248.4665446/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.595
new file mode 100644
index 0000000000000000000000000000000000000000..a5b7289fd44bffe582e3ce74ba986e09df189c01
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/1762563248.4665446/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.595
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcf4bc1553067672120630e627452663b4ad2a7c896363ee0e2f57400cd57964
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/best_state.pth b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..89b66a7b7d1dcb96aebed4a57fff025fd7fc77de
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c7055b88b8f1de60c3bb21845e8a90d73b9856a2048d96b7bb04c02593dd359
+size 6896949
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.594 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.594
new file mode 100644
index 0000000000000000000000000000000000000000..0c0dcd0a46df99f56f3d8ef9b23cf168c4df5d43
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_1/events.out.tfevents.1762563240.auvsl-gpu-01.ise.illinois.edu.627157.594
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cecd8e16ca4db6189cc437414db72023e46a141589e901aec5eea36739ce722
+size 18128
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/1762563261.159438/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.597 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/1762563261.159438/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.597
new file mode 100644
index 0000000000000000000000000000000000000000..57f76e5bce1389346ff576d702c5f42854aaf3ec
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/1762563261.159438/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.597
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7497445ad371e6a2e3de5a7288e4a8a0b4a06adbcdef3fedbc7ee706a3fd79ba
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a833f2bd3487f055640166c22644e8ccda0a9ded
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab2b7113bfb80f355a87612b83da4002e6b7cf7ad56881ccbfa42bfa9d97ad3c
+size 6896949
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.596 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.596
new file mode 100644
index 0000000000000000000000000000000000000000..8eb2c0dfbaf85bba3e6ca1aedc605d6f0b5c8c47
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_2/events.out.tfevents.1762563248.auvsl-gpu-01.ise.illinois.edu.627157.596
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c813225d8f4ac72b08f0e892a9551f833b3aa6bb965a091badb417d2d9f1f9b
+size 26150
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/1762563271.529069/events.out.tfevents.1762563271.auvsl-gpu-01.ise.illinois.edu.627157.599 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/1762563271.529069/events.out.tfevents.1762563271.auvsl-gpu-01.ise.illinois.edu.627157.599
new file mode 100644
index 0000000000000000000000000000000000000000..370120560dcd6993a1cfb761bdca2e0c170fc68e
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/1762563271.529069/events.out.tfevents.1762563271.auvsl-gpu-01.ise.illinois.edu.627157.599
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:027a61769d93ab474584cd740a9ebbce76540f73421239ae96aae08b31e6f1ce
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.598 b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.598
new file mode 100644
index 0000000000000000000000000000000000000000..cda96ad4ef5670217914c71bc321fdf05fa8dceb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/hill-valley/fold_3/events.out.tfevents.1762563261.auvsl-gpu-01.ise.illinois.edu.627157.598
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52b78c4d40dfc54fc5996a182622307b11924ca90234caab123719a65bab2363
+size 22712
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/1762563266.8858354/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.593 b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/1762563266.8858354/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.593
new file mode 100644
index 0000000000000000000000000000000000000000..062d35d5a86ee0258bd69949c4b1978b002a57cb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/1762563266.8858354/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.593
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c00b2db3c0772c8affff616b008315920fd86cb9eb4a2274eccc68735d0c42e
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/best_state.pth b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..21ff836586bb9705bcdbf045ba6148e02ac6d8eb
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ae06700cfe58d5b6de527e8144128f9ab2391319a25abc5c093d22e085314f63
+size 766965
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.592 b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.592
new file mode 100644
index 0000000000000000000000000000000000000000..3ddad953963269f1e578780090276567895fb851
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_0/events.out.tfevents.1762563264.auvsl-gpu-01.ise.illinois.edu.627158.592
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35fc1205c226a7871386ff095e4f29f2a3b1a12c28956751934e991f1834842c
+size 25386
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_1/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.594 b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_1/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.594
new file mode 100644
index 0000000000000000000000000000000000000000..4a8677f6f1a16de7984d4ce145e13e84e30ab0ae
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_1/events.out.tfevents.1762563266.auvsl-gpu-01.ise.illinois.edu.627158.594
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61b3b2b905d2672599b4e2f4b88776c8bedec155492316de1f4c47fbb5f5d229
+size 13161
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/1762563269.6664996/events.out.tfevents.1762563269.auvsl-gpu-01.ise.illinois.edu.627158.597 b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/1762563269.6664996/events.out.tfevents.1762563269.auvsl-gpu-01.ise.illinois.edu.627158.597
new file mode 100644
index 0000000000000000000000000000000000000000..6f762326eb615c98d054d98cdd12b8757521f815
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/1762563269.6664996/events.out.tfevents.1762563269.auvsl-gpu-01.ise.illinois.edu.627158.597
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11f7ed19a5e43ff63ef913257f1b6c92a67af20b53e6d4639cc90aa741274964
+size 1180
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/best_state.pth b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..57faa9f6a7dc38e41cf2db0a0c5f052b84c8b32c
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3140e303abaf8c622d98a2fa1ec723260eb432dad79aeeb620931434c0279255
+size 766965
diff --git a/UCI_N4/ldlt-resnet/runs/horse-colic/fold_3/best_state.pth b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3d694bf728f7fe46b65d1118a0b7a1e9ed3afb6f
--- /dev/null
+++ b/UCI_N4/ldlt-resnet/runs/horse-colic/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69ccac8ce9a3c8c2caf0a2772ddf37f8a65d1e8fd77306a91b97ac9f5e124a47
+size 766965
diff --git a/UCI_N4/ldlt/runs/arrhythmia/fold_0/best_state.pth b/UCI_N4/ldlt/runs/arrhythmia/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1ffbab59f6763f3ba91e1927c12b6a443e00e47e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/arrhythmia/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c36a7f525605b681a5e4515ae237dbd74a9f15d5c77f491ea2d21c9e3b9baba8
+size 11343349
diff --git a/UCI_N4/ldlt/runs/arrhythmia/fold_2/best_state.pth b/UCI_N4/ldlt/runs/arrhythmia/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1c6ae232ad7b27522e041e76606ae3ff663a241a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/arrhythmia/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:86789a48279e3aff739a3f6fd5342b7d6576c1508bddf87d30545cdd20f3f873
+size 11343349
diff --git a/UCI_N4/ldlt/runs/arrhythmia/fold_3/best_state.pth b/UCI_N4/ldlt/runs/arrhythmia/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..201e943bdcc5792856aef71969714f99c9962ce1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/arrhythmia/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82445441c192c7821af95722b0f73f08118179d0a0fa62592e7972e2ce394542
+size 11343349
diff --git a/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_0/1762561134.5266125/events.out.tfevents.1762561134.auvsl-gpu-01.ise.illinois.edu.627157.385 b/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_0/1762561134.5266125/events.out.tfevents.1762561134.auvsl-gpu-01.ise.illinois.edu.627157.385
new file mode 100644
index 0000000000000000000000000000000000000000..18e984d224aaec500364944892e79b4bfde5cc48
--- /dev/null
+++ b/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_0/1762561134.5266125/events.out.tfevents.1762561134.auvsl-gpu-01.ise.illinois.edu.627157.385
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9239ed184bc63b009e892bad9ea42d97511232f87c32b36f6ffefb9e91bb3e4
+size 1185
diff --git a/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_3/1762561136.6112812/events.out.tfevents.1762561136.auvsl-gpu-01.ise.illinois.edu.627157.391 b/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_3/1762561136.6112812/events.out.tfevents.1762561136.auvsl-gpu-01.ise.illinois.edu.627157.391
new file mode 100644
index 0000000000000000000000000000000000000000..7f9890432b31d362de4e3e37bebb4bef29488cbb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/breast-cancer-wisc-prog/fold_3/1762561136.6112812/events.out.tfevents.1762561136.auvsl-gpu-01.ise.illinois.edu.627157.391
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9432b3d5ab5d6473185789b7592096bad2b9d1e07c080da4e5db737c3b3bf557
+size 1185
diff --git a/UCI_N4/ldlt/runs/car/fold_3/1762561156.2218597/events.out.tfevents.1762561156.auvsl-gpu-01.ise.illinois.edu.627157.407 b/UCI_N4/ldlt/runs/car/fold_3/1762561156.2218597/events.out.tfevents.1762561156.auvsl-gpu-01.ise.illinois.edu.627157.407
new file mode 100644
index 0000000000000000000000000000000000000000..87faa8d6f78da51c03e124be186c7a5ebeea9e30
--- /dev/null
+++ b/UCI_N4/ldlt/runs/car/fold_3/1762561156.2218597/events.out.tfevents.1762561156.auvsl-gpu-01.ise.illinois.edu.627157.407
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:169da740b915b11e418796f15a2abece7501bd0cf1c9bf74de52b67a67680e8d
+size 1165
diff --git a/UCI_N4/ldlt/runs/chess-krvk/fold_3/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627157.430 b/UCI_N4/ldlt/runs/chess-krvk/fold_3/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627157.430
new file mode 100644
index 0000000000000000000000000000000000000000..1aa324c44f598993b57745053ab621d161b69e82
--- /dev/null
+++ b/UCI_N4/ldlt/runs/chess-krvk/fold_3/events.out.tfevents.1762561477.auvsl-gpu-01.ise.illinois.edu.627157.430
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f2e87764ba82af7b25cec0f8a22eee6f7b6ab76b996f55b0e1e9ae8cb1e87ff
+size 18128
diff --git a/UCI_N4/ldlt/runs/chess-krvkp/fold_0/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.352 b/UCI_N4/ldlt/runs/chess-krvkp/fold_0/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.352
new file mode 100644
index 0000000000000000000000000000000000000000..bc1b8fb0f8160a6d2dc2784a5908058da9d95729
--- /dev/null
+++ b/UCI_N4/ldlt/runs/chess-krvkp/fold_0/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.352
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71a7536d4ac6410249fa94a345c8de6eda74e2600af16e4094f667c61bd7f36f
+size 23858
diff --git a/UCI_N4/ldlt/runs/chess-krvkp/fold_2/best_state.pth b/UCI_N4/ldlt/runs/chess-krvkp/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2228fe45dc7d513431cee25b945d8e17d1fb375c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/chess-krvkp/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4887e4cdc27d8f0e0195c2fa3a6885f5e6cfc829d7aec4a41f0edb89b0ffb96
+size 693621
diff --git a/UCI_N4/ldlt/runs/chess-krvkp/fold_3/1762561352.862374/events.out.tfevents.1762561352.auvsl-gpu-01.ise.illinois.edu.627156.359 b/UCI_N4/ldlt/runs/chess-krvkp/fold_3/1762561352.862374/events.out.tfevents.1762561352.auvsl-gpu-01.ise.illinois.edu.627156.359
new file mode 100644
index 0000000000000000000000000000000000000000..f65d67b6c2f981c64ef46931f5589b686a71e4a0
--- /dev/null
+++ b/UCI_N4/ldlt/runs/chess-krvkp/fold_3/1762561352.862374/events.out.tfevents.1762561352.auvsl-gpu-01.ise.illinois.edu.627156.359
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c77cec42c9d5b6f01a6a17d2b714ae8d8a4f32ae4962fac2cd63f179aeeddd43
+size 1173
diff --git a/UCI_N4/ldlt/runs/chess-krvkp/fold_3/best_state.pth b/UCI_N4/ldlt/runs/chess-krvkp/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..63a52edbe1134e1321b064db50e937147dbb4367
--- /dev/null
+++ b/UCI_N4/ldlt/runs/chess-krvkp/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d14697d64e69883cf6a576d769dcdd18d92dd34fe1a9119f70e862600aeb0f37
+size 693621
diff --git a/UCI_N4/ldlt/runs/congressional-voting/fold_2/best_state.pth b/UCI_N4/ldlt/runs/congressional-voting/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..39199d03bb05660c3daff748f53992e1ea2912d6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/congressional-voting/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0fa549871377045545b91d23fbd6807bace9f89128343a07f00bbf970743f98
+size 182069
diff --git a/UCI_N4/ldlt/runs/congressional-voting/fold_2/events.out.tfevents.1762561329.auvsl-gpu-01.ise.illinois.edu.627158.108 b/UCI_N4/ldlt/runs/congressional-voting/fold_2/events.out.tfevents.1762561329.auvsl-gpu-01.ise.illinois.edu.627158.108
new file mode 100644
index 0000000000000000000000000000000000000000..519268f766f1b065e174aa2347e0165098bb17c9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/congressional-voting/fold_2/events.out.tfevents.1762561329.auvsl-gpu-01.ise.illinois.edu.627158.108
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:924d5c80c1e1051e6ec8972214d62ef8d20481f52bb44dfd53887dc08527c682
+size 12397
diff --git a/UCI_N4/ldlt/runs/congressional-voting/fold_3/1762561331.6674712/events.out.tfevents.1762561331.auvsl-gpu-01.ise.illinois.edu.627158.111 b/UCI_N4/ldlt/runs/congressional-voting/fold_3/1762561331.6674712/events.out.tfevents.1762561331.auvsl-gpu-01.ise.illinois.edu.627158.111
new file mode 100644
index 0000000000000000000000000000000000000000..e0cd7a5826dbe147dce6262373e8782c39398e4d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/congressional-voting/fold_3/1762561331.6674712/events.out.tfevents.1762561331.auvsl-gpu-01.ise.illinois.edu.627158.111
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f4a77482ad4b5b3e872ad03d4b885ed871ee969d5fc6d2f12a46f50150eae74
+size 1182
diff --git a/UCI_N4/ldlt/runs/congressional-voting/fold_3/best_state.pth b/UCI_N4/ldlt/runs/congressional-voting/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b202e19df639bff01cb22adf9794c4b7fdc939aa
--- /dev/null
+++ b/UCI_N4/ldlt/runs/congressional-voting/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dca830ab2de36937ec3f7c089892510831706d890abee262faa359ce2fe2046e
+size 182069
diff --git a/UCI_N4/ldlt/runs/congressional-voting/fold_3/events.out.tfevents.1762561330.auvsl-gpu-01.ise.illinois.edu.627158.110 b/UCI_N4/ldlt/runs/congressional-voting/fold_3/events.out.tfevents.1762561330.auvsl-gpu-01.ise.illinois.edu.627158.110
new file mode 100644
index 0000000000000000000000000000000000000000..abab8de600d178f98a039940b7e52b84c4387b8a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/congressional-voting/fold_3/events.out.tfevents.1762561330.auvsl-gpu-01.ise.illinois.edu.627158.110
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2382adb5ffd4c4109351b051965d5f10bda508439993a0d8fd57d4645f06ae1e
+size 12397
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/1762561333.0510955/events.out.tfevents.1762561333.auvsl-gpu-01.ise.illinois.edu.627158.113 b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/1762561333.0510955/events.out.tfevents.1762561333.auvsl-gpu-01.ise.illinois.edu.627158.113
new file mode 100644
index 0000000000000000000000000000000000000000..53e08bc9d86d5d9062303954d7c31246033bc0b9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/1762561333.0510955/events.out.tfevents.1762561333.auvsl-gpu-01.ise.illinois.edu.627158.113
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d71a045115ee366df048be5238e07b86e672e88c77599b8d9909dc2f6355d2d
+size 1190
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7fb42e81c43658e1a981f1f7893dcbdeee84d75d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddb01b491dea0ab4f4b6650be49c9170b37228677fcddaf28fd468a16ba555bc
+size 2715061
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/1762561334.1407113/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.115 b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/1762561334.1407113/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.115
new file mode 100644
index 0000000000000000000000000000000000000000..6a9920cfa9f33b00a662aeb9091c5d332c924a00
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/1762561334.1407113/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.115
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3ebf4949cb84bd6838e8f07c0fc52aa4bd0849bf00530446e9b3367bdd3b416
+size 1190
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6be7894cfe27195da920bdb03ce8d01d1aa0c555
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b927a3910e08a61a9cd22852725a59abfc155f307b00263e13581660fadd68ac
+size 2715061
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/1762561335.6774244/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.117 b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/1762561335.6774244/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.117
new file mode 100644
index 0000000000000000000000000000000000000000..3dae3bc3a78b2ca00a593ad89aa20cbb38297458
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/1762561335.6774244/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.117
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dec9321d1c106977b7eeac660c14ff4a85f36ffa5e6780e66d95dcf2d6369ae5
+size 1190
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..c5c37c534ba2cbe1560f7ba2af0dedd466fb8337
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fc3f7e450f3052db656dba254108731a8d97f2af9ecfa6633719fa34b3e7b8ec
+size 2715061
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.116 b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.116
new file mode 100644
index 0000000000000000000000000000000000000000..74ffa1c832957cb6975fbe6266cb36619587f98b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/events.out.tfevents.1762561334.auvsl-gpu-01.ise.illinois.edu.627158.116
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d241bc7ddbf42822ce5f94b951d5d107481a011f7097a2f2db6708d598125d77
+size 19274
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fa352366ce3f4f3b57a13d6de6d440df7671d40e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05c4661f8240747114eaf1aab0de308d887bd6a1cd1facbcb9d711d9397a15df
+size 2715061
diff --git a/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.118 b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.118
new file mode 100644
index 0000000000000000000000000000000000000000..914f2938919679a289f4cf1f4193e24dab8f5c3a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/events.out.tfevents.1762561335.auvsl-gpu-01.ise.illinois.edu.627158.118
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b912eec708849bd6d6df0ce7901afce69c51ce8b007c81d4a5bc3eaded62baa9
+size 18510
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..df65ae206121ca1fdbcb16cceeab0fa9d2ab6624
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:601da6a50d1843e97126e4466a4a72afd75bf31ef64a7931180399178bb89288
+size 182517
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762561337.auvsl-gpu-01.ise.illinois.edu.627158.120 b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762561337.auvsl-gpu-01.ise.illinois.edu.627158.120
new file mode 100644
index 0000000000000000000000000000000000000000..dbbfa1424d3f3a0fab6cd5ac2f5ccad5cba97ada
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_0/events.out.tfevents.1762561337.auvsl-gpu-01.ise.illinois.edu.627158.120
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2c7a9bb58c22601365c6101601b2c371f39eb50d9a2e631a58073c32f026e0f
+size 36464
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/1762561353.1263893/events.out.tfevents.1762561353.auvsl-gpu-01.ise.illinois.edu.627158.123 b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/1762561353.1263893/events.out.tfevents.1762561353.auvsl-gpu-01.ise.illinois.edu.627158.123
new file mode 100644
index 0000000000000000000000000000000000000000..f2706ef7249981900314efa6cef1e8b431e67ec5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/1762561353.1263893/events.out.tfevents.1762561353.auvsl-gpu-01.ise.illinois.edu.627158.123
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7705c81706e085d1903dfc2db3549156237298a3878c1f64003431a4df9eb341
+size 1188
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/best_state.pth b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..528ca8e11ecd84ab38a28d8e4b611ad7d765289d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ce3dff29014845559a51d5d36b08e286be549edfc065528f94628599071ca61
+size 182517
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762561344.auvsl-gpu-01.ise.illinois.edu.627158.122 b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762561344.auvsl-gpu-01.ise.illinois.edu.627158.122
new file mode 100644
index 0000000000000000000000000000000000000000..cb15b67eab6808b373acfb0353abc3ff89a64b45
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_1/events.out.tfevents.1762561344.auvsl-gpu-01.ise.illinois.edu.627158.122
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:910cac194987bc6d6d91c1c7644ac2908346db5420362419ba822e08d43245af
+size 38756
diff --git a/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_2/1762561358.298149/events.out.tfevents.1762561358.auvsl-gpu-01.ise.illinois.edu.627158.125 b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_2/1762561358.298149/events.out.tfevents.1762561358.auvsl-gpu-01.ise.illinois.edu.627158.125
new file mode 100644
index 0000000000000000000000000000000000000000..16700dff7fe1dc84ebf0ed8645d19d85f9f0a912
--- /dev/null
+++ b/UCI_N4/ldlt/runs/conn-bench-vowel-deterding/fold_2/1762561358.298149/events.out.tfevents.1762561358.auvsl-gpu-01.ise.illinois.edu.627158.125
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db64e1b7d79e753bb1f1601da7f5b7de9f8b7b5afb5df37f937f821161b58f54
+size 1188
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_1/1762561850.917396/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.363 b/UCI_N4/ldlt/runs/connect-4/fold_1/1762561850.917396/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.363
new file mode 100644
index 0000000000000000000000000000000000000000..690f43b31a4887125c85f9e1a5f34bba5e25c4a5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_1/1762561850.917396/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.363
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d0cd78c4c9cbb39092874ddcadca8e25a4a6964652daeada62f3d3eb17b5715
+size 1171
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_1/best_state.pth b/UCI_N4/ldlt/runs/connect-4/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2a3d529ef0e335bbeab0ed143ef53b476045ca80
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c6b6218843bd404711d057dd40aac34d49e7356c9dcf1cf466876b1b4463ae3
+size 698549
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_1/events.out.tfevents.1762561603.auvsl-gpu-01.ise.illinois.edu.627156.362 b/UCI_N4/ldlt/runs/connect-4/fold_1/events.out.tfevents.1762561603.auvsl-gpu-01.ise.illinois.edu.627156.362
new file mode 100644
index 0000000000000000000000000000000000000000..e00862dfdf3041cef8e378163a2429f8ab638086
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_1/events.out.tfevents.1762561603.auvsl-gpu-01.ise.illinois.edu.627156.362
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b51865ff0adfd98e64cc22c072c850120ea05455f76c5d84fae5fd560b0313e3
+size 29970
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_2/best_state.pth b/UCI_N4/ldlt/runs/connect-4/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5f050aadb988da7df63c58d58ce7d02052f85b3f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:493d27fd6e655ded3a4d99394cb0c77f281fcbedf198b00c3d41ac62953a0615
+size 698549
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_2/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.364 b/UCI_N4/ldlt/runs/connect-4/fold_2/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.364
new file mode 100644
index 0000000000000000000000000000000000000000..12922df2d1a552ca3f7ff8b02d6d1dfe40fac511
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_2/events.out.tfevents.1762561850.auvsl-gpu-01.ise.illinois.edu.627156.364
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a939ea1362c82f517c1aeb31e3a9742247f287320603be05da9a19864b1a943
+size 29588
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_3/1762562311.4910614/events.out.tfevents.1762562311.auvsl-gpu-01.ise.illinois.edu.627156.367 b/UCI_N4/ldlt/runs/connect-4/fold_3/1762562311.4910614/events.out.tfevents.1762562311.auvsl-gpu-01.ise.illinois.edu.627156.367
new file mode 100644
index 0000000000000000000000000000000000000000..0a624fe847a6c49e4f27ecb97ac304f14293b03f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_3/1762562311.4910614/events.out.tfevents.1762562311.auvsl-gpu-01.ise.illinois.edu.627156.367
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:933115858badad6fecd99ea93237b141dcbbb3be162ac1ded7bc3ee4b9b0d60c
+size 1171
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_3/best_state.pth b/UCI_N4/ldlt/runs/connect-4/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..920edb719db49575545916ac45a2663fc8849019
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f3db78bdd60bab2ca6679e6c24ef5b23292e63a2b5aeb2729efd390e072ad60
+size 698549
diff --git a/UCI_N4/ldlt/runs/connect-4/fold_3/events.out.tfevents.1762562122.auvsl-gpu-01.ise.illinois.edu.627156.366 b/UCI_N4/ldlt/runs/connect-4/fold_3/events.out.tfevents.1762562122.auvsl-gpu-01.ise.illinois.edu.627156.366
new file mode 100644
index 0000000000000000000000000000000000000000..da3c2a8e3c2c4f7ac2090d72fbc5c7888fd93e75
--- /dev/null
+++ b/UCI_N4/ldlt/runs/connect-4/fold_3/events.out.tfevents.1762562122.auvsl-gpu-01.ise.illinois.edu.627156.366
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0894414af323141cb613416913a318e3ed85f05f54f8f91029c1274e98848815
+size 21184
diff --git a/UCI_N4/ldlt/runs/contrac/fold_0/1762561369.74231/events.out.tfevents.1762561369.auvsl-gpu-01.ise.illinois.edu.627158.129 b/UCI_N4/ldlt/runs/contrac/fold_0/1762561369.74231/events.out.tfevents.1762561369.auvsl-gpu-01.ise.illinois.edu.627158.129
new file mode 100644
index 0000000000000000000000000000000000000000..1996ef508e8ba309a0a0d4772e899e2cdf2ee8d3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_0/1762561369.74231/events.out.tfevents.1762561369.auvsl-gpu-01.ise.illinois.edu.627158.129
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d2cb0aac0eee41343abc34c3d1f4c0d93a0610a94b3a778ed6d7980ab77b74c6
+size 1169
diff --git a/UCI_N4/ldlt/runs/contrac/fold_0/best_state.pth b/UCI_N4/ldlt/runs/contrac/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..33462274d0817c26262038d8061381d70faa1818
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1931a3764f22c06fa40b5a179bb9aa6d45259e02aafbba37925183f30e5a42e5
+size 54901
diff --git a/UCI_N4/ldlt/runs/contrac/fold_1/1762561373.6425936/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.131 b/UCI_N4/ldlt/runs/contrac/fold_1/1762561373.6425936/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.131
new file mode 100644
index 0000000000000000000000000000000000000000..976b413b8eab8f2b3cfd75c52298c10e660074c6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_1/1762561373.6425936/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.131
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a46680fe4d5f9e3fddd090e26ad726192f2be8f4c1917834b9b6e22e91a3c499
+size 1169
diff --git a/UCI_N4/ldlt/runs/contrac/fold_2/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.132 b/UCI_N4/ldlt/runs/contrac/fold_2/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.132
new file mode 100644
index 0000000000000000000000000000000000000000..c8a9cd0a6d10310a568a334ac4c33e6feab60f36
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_2/events.out.tfevents.1762561373.auvsl-gpu-01.ise.illinois.edu.627158.132
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26b6c83700fa8d8f5cd329e7fe4d6d3bdc99e68f222adb0c58695bd712ead358
+size 18510
diff --git a/UCI_N4/ldlt/runs/contrac/fold_3/1762561381.2696662/events.out.tfevents.1762561381.auvsl-gpu-01.ise.illinois.edu.627158.135 b/UCI_N4/ldlt/runs/contrac/fold_3/1762561381.2696662/events.out.tfevents.1762561381.auvsl-gpu-01.ise.illinois.edu.627158.135
new file mode 100644
index 0000000000000000000000000000000000000000..42d426ee71dac71456f358e7dca50cecf6c6be86
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_3/1762561381.2696662/events.out.tfevents.1762561381.auvsl-gpu-01.ise.illinois.edu.627158.135
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a624fd96d2c979dd0d205f2c5714409b7a6e8dc7277c88c8fdcf467c450df970
+size 1169
diff --git a/UCI_N4/ldlt/runs/contrac/fold_3/best_state.pth b/UCI_N4/ldlt/runs/contrac/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..deed9fceea4ff043d5dd4d3fd12eeb11893684e7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5de8fa857694d1d6cd709576370788ca222c7d90dae62f7bc7d790435c348fa1
+size 54901
diff --git a/UCI_N4/ldlt/runs/contrac/fold_3/events.out.tfevents.1762561377.auvsl-gpu-01.ise.illinois.edu.627158.134 b/UCI_N4/ldlt/runs/contrac/fold_3/events.out.tfevents.1762561377.auvsl-gpu-01.ise.illinois.edu.627158.134
new file mode 100644
index 0000000000000000000000000000000000000000..7d1a319c0c3638f5cd48d40247cda1053438ac90
--- /dev/null
+++ b/UCI_N4/ldlt/runs/contrac/fold_3/events.out.tfevents.1762561377.auvsl-gpu-01.ise.illinois.edu.627158.134
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46442751a9c84f5298220049621198ed609e1c223196da6a796b9ffb5786923d
+size 23476
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_0/1762561384.2366612/events.out.tfevents.1762561384.auvsl-gpu-01.ise.illinois.edu.627158.137 b/UCI_N4/ldlt/runs/credit-approval/fold_0/1762561384.2366612/events.out.tfevents.1762561384.auvsl-gpu-01.ise.illinois.edu.627158.137
new file mode 100644
index 0000000000000000000000000000000000000000..7bf8061d220079487576ed3d8c946d32eff737fa
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_0/1762561384.2366612/events.out.tfevents.1762561384.auvsl-gpu-01.ise.illinois.edu.627158.137
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:637ace10e3e26755500cb6c511a59631c576ec231d7c6bd52e72df66ab5d4220
+size 1177
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_0/best_state.pth b/UCI_N4/ldlt/runs/credit-approval/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..12b7e4dfff58f08202fb7b12b1f68c129963e867
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00e35007d41cee650c30d72386795f1c90d526657ed2dbe8e6a329966b532657
+size 181685
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_1/1762561387.9368634/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.139 b/UCI_N4/ldlt/runs/credit-approval/fold_1/1762561387.9368634/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.139
new file mode 100644
index 0000000000000000000000000000000000000000..734e1b03e410afcd3b0acb46e9ef8f8941a43379
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_1/1762561387.9368634/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.139
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b093ce65f3f92bfafaa16f6e77ddcdf5f2f48800d74f7f519f419b7598fb3769
+size 1177
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_1/best_state.pth b/UCI_N4/ldlt/runs/credit-approval/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..787479f934c8d6a93e439379f490463f2ea21908
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9137f7c1d28442e593c2eb8d609e8867d73f93b35e1894520921815f84724ce0
+size 181685
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_2/1762561389.5357325/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.141 b/UCI_N4/ldlt/runs/credit-approval/fold_2/1762561389.5357325/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.141
new file mode 100644
index 0000000000000000000000000000000000000000..fd975847ac3df3fc1ed05ed7d713adcb2fef05b2
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_2/1762561389.5357325/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.141
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e28bdf9ec54e059fb92ea63809fe561f32340f1fa2b70982a3525e2b63c1630a
+size 1177
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_2/best_state.pth b/UCI_N4/ldlt/runs/credit-approval/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..263eea99bbe92ff672b38b8fed36632af8a1a3fa
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d75611fc8648c4a96467733af32b89bb03dc3a99cc8789593b44015bd9c043c
+size 181685
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_2/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.140 b/UCI_N4/ldlt/runs/credit-approval/fold_2/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.140
new file mode 100644
index 0000000000000000000000000000000000000000..6e95f1208e081710f944292b85898b1c52e200e4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_2/events.out.tfevents.1762561387.auvsl-gpu-01.ise.illinois.edu.627158.140
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02a739a70220c88dfd8cdf2655a5c25713a537bc45b3b81cebe39b87276a31fc
+size 14307
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_3/1762561391.480968/events.out.tfevents.1762561391.auvsl-gpu-01.ise.illinois.edu.627158.143 b/UCI_N4/ldlt/runs/credit-approval/fold_3/1762561391.480968/events.out.tfevents.1762561391.auvsl-gpu-01.ise.illinois.edu.627158.143
new file mode 100644
index 0000000000000000000000000000000000000000..f1c082cdd858988de0470d8cb6545816eac1d1cb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_3/1762561391.480968/events.out.tfevents.1762561391.auvsl-gpu-01.ise.illinois.edu.627158.143
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d35fae9c50e90296f426c0b22b525b4e5620bba980bfa02d72aeba29fd0b3c2a
+size 1177
diff --git a/UCI_N4/ldlt/runs/credit-approval/fold_3/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.142 b/UCI_N4/ldlt/runs/credit-approval/fold_3/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.142
new file mode 100644
index 0000000000000000000000000000000000000000..22f3d8f64a73b78b33253a8384d577b3e625b720
--- /dev/null
+++ b/UCI_N4/ldlt/runs/credit-approval/fold_3/events.out.tfevents.1762561389.auvsl-gpu-01.ise.illinois.edu.627158.142
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47d3fe00ec0c5007e225b7204d2d2e9ad9b933ee26647d46308d388eab409145
+size 18128
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_0/1762561386.720431/events.out.tfevents.1762561386.auvsl-gpu-01.ise.illinois.edu.627155.241 b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/1762561386.720431/events.out.tfevents.1762561386.auvsl-gpu-01.ise.illinois.edu.627155.241
new file mode 100644
index 0000000000000000000000000000000000000000..9ed51d4332ed0ab1262b1a9d141f4b68dcf7c0f1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/1762561386.720431/events.out.tfevents.1762561386.auvsl-gpu-01.ise.illinois.edu.627155.241
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1711b23f701f4dd369a1fb58a80038df69f16047c64b62df82a7a6ffd982f1d5
+size 1176
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_0/best_state.pth b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..894599305437591e38d54555cfdaabdc397f9b19
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:912d04f114c2ec773c11c3e38a050efafb637a0feec5fcdd279cc50b90c92385
+size 692789
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_0/events.out.tfevents.1762561385.auvsl-gpu-01.ise.illinois.edu.627155.240 b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/events.out.tfevents.1762561385.auvsl-gpu-01.ise.illinois.edu.627155.240
new file mode 100644
index 0000000000000000000000000000000000000000..348353b524b873a228fd49a83577cbc6a30fb53b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_0/events.out.tfevents.1762561385.auvsl-gpu-01.ise.illinois.edu.627155.240
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e390cdaa460842c55aa07260bb7f4a8421d926731416c5429cba2e5d465f4209
+size 16600
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_1/best_state.pth b/UCI_N4/ldlt/runs/cylinder-bands/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6c531ef6fb020eb67abfa0d8591d1be32b38380d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c90fbd1cc9022a3cd583682c1a405e5091c7ff3c31dcf392acc1ef59021c3bb6
+size 692789
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_2/best_state.pth b/UCI_N4/ldlt/runs/cylinder-bands/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d3afd39952e4d9e3b67a60e0d4ec723b003bc0c4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7394904e6e568d147cbab739c7f5f00ac7aa443c403c94683cc1746fa8158a3
+size 692789
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_2/events.out.tfevents.1762561388.auvsl-gpu-01.ise.illinois.edu.627155.244 b/UCI_N4/ldlt/runs/cylinder-bands/fold_2/events.out.tfevents.1762561388.auvsl-gpu-01.ise.illinois.edu.627155.244
new file mode 100644
index 0000000000000000000000000000000000000000..f726c9d9e0c24231a7217ab6a90d54598dfffac9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_2/events.out.tfevents.1762561388.auvsl-gpu-01.ise.illinois.edu.627155.244
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5aef95e8baadeb66573b0061dc05dd27ef21255326313d6cb2b8bda00d091043
+size 19656
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_3/1762561392.2984438/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627155.247 b/UCI_N4/ldlt/runs/cylinder-bands/fold_3/1762561392.2984438/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627155.247
new file mode 100644
index 0000000000000000000000000000000000000000..e817e61e14ae3bae82f21badbc4f05c846791fdf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_3/1762561392.2984438/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627155.247
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03e91212566d22f7c8c9aee31c895746e0e9fc3b5f8f9fb966345d03498211bc
+size 1176
diff --git a/UCI_N4/ldlt/runs/cylinder-bands/fold_3/best_state.pth b/UCI_N4/ldlt/runs/cylinder-bands/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8613a828023d4b05f1835924c640a845b3ee3e8f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/cylinder-bands/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd8fcedeab0e4ec90dd33b2f61d27dc68e8c2fe500041d4ce1d211078dff2c99
+size 692789
diff --git a/UCI_N4/ldlt/runs/dermatology/fold_0/best_state.pth b/UCI_N4/ldlt/runs/dermatology/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..623b583ac36a1a66697664d4366d3988b5c6857a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/dermatology/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcf10266cfdd646f06a655a6a4705d51bb3563b339773daf5f8ca51978892bca
+size 694069
diff --git a/UCI_N4/ldlt/runs/dermatology/fold_1/1762561394.1949937/events.out.tfevents.1762561394.auvsl-gpu-01.ise.illinois.edu.627158.147 b/UCI_N4/ldlt/runs/dermatology/fold_1/1762561394.1949937/events.out.tfevents.1762561394.auvsl-gpu-01.ise.illinois.edu.627158.147
new file mode 100644
index 0000000000000000000000000000000000000000..c6f0b0de408f9f18b1b0b5280890e7e1c8d5b7f4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/dermatology/fold_1/1762561394.1949937/events.out.tfevents.1762561394.auvsl-gpu-01.ise.illinois.edu.627158.147
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cdc763ca57e5349b51bbb3222317f17a4677d30a8b2edac74bd6f80982d1a43
+size 1173
diff --git a/UCI_N4/ldlt/runs/dermatology/fold_1/best_state.pth b/UCI_N4/ldlt/runs/dermatology/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9dca738064917f919863def47cc331c2562a24d9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/dermatology/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6efc656637ee712bb3f42391da4b24cd320786b726ef71ea17a18fe8b20210c
+size 694069
diff --git a/UCI_N4/ldlt/runs/dermatology/fold_1/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627158.146 b/UCI_N4/ldlt/runs/dermatology/fold_1/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627158.146
new file mode 100644
index 0000000000000000000000000000000000000000..a263788fcfd741dde59c8b2e1b9b74dba694f81c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/dermatology/fold_1/events.out.tfevents.1762561392.auvsl-gpu-01.ise.illinois.edu.627158.146
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97e13f8f2d2ea8da699414ec465b10feeda9b219c17032df413b04b78c564e08
+size 16982
diff --git a/UCI_N4/ldlt/runs/dermatology/fold_3/1762561396.7561047/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627158.151 b/UCI_N4/ldlt/runs/dermatology/fold_3/1762561396.7561047/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627158.151
new file mode 100644
index 0000000000000000000000000000000000000000..53242f764623933673b779310439c5f7f78bccf4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/dermatology/fold_3/1762561396.7561047/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627158.151
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:815d13bdbb20e4b1b7e5299ef1d1c8e78e0a7db9c0fee8e7f3ecffe54e75908f
+size 1173
diff --git a/UCI_N4/ldlt/runs/echocardiogram/fold_1/1762561393.6365519/events.out.tfevents.1762561393.auvsl-gpu-01.ise.illinois.edu.627155.251 b/UCI_N4/ldlt/runs/echocardiogram/fold_1/1762561393.6365519/events.out.tfevents.1762561393.auvsl-gpu-01.ise.illinois.edu.627155.251
new file mode 100644
index 0000000000000000000000000000000000000000..268d25c12e46e4aeed701549bf1989f786f8276e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/echocardiogram/fold_1/1762561393.6365519/events.out.tfevents.1762561393.auvsl-gpu-01.ise.illinois.edu.627155.251
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b04e2788568e40a7c010efc8daecf6218335a8cd6e9e0de3311effeb63ed2bf
+size 1176
diff --git a/UCI_N4/ldlt/runs/echocardiogram/fold_2/1762561395.0343103/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.253 b/UCI_N4/ldlt/runs/echocardiogram/fold_2/1762561395.0343103/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.253
new file mode 100644
index 0000000000000000000000000000000000000000..1310bbe858d32ba426764807a340f275c10520ef
--- /dev/null
+++ b/UCI_N4/ldlt/runs/echocardiogram/fold_2/1762561395.0343103/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.253
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8e335ba5048bd727301762e0f86eb14af306209091989d87407ce72ff298f66
+size 1176
diff --git a/UCI_N4/ldlt/runs/echocardiogram/fold_2/best_state.pth b/UCI_N4/ldlt/runs/echocardiogram/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0c14be1c0eba9b3af34dc4f20c1b178e7aba32fe
--- /dev/null
+++ b/UCI_N4/ldlt/runs/echocardiogram/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59a0e1e77d0de5de10c9746600cefae1c75682b75c9b3f26602ce8fd8ecb34e1
+size 54965
diff --git a/UCI_N4/ldlt/runs/echocardiogram/fold_3/1762561395.8723922/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.255 b/UCI_N4/ldlt/runs/echocardiogram/fold_3/1762561395.8723922/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.255
new file mode 100644
index 0000000000000000000000000000000000000000..8c13e29972e2932494b86576402a527720a413a6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/echocardiogram/fold_3/1762561395.8723922/events.out.tfevents.1762561395.auvsl-gpu-01.ise.illinois.edu.627155.255
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:979ae119aa29ca645f4dbed9af0f5e7b4e730de1f0abb1c071dd8871a06941ba
+size 1176
diff --git a/UCI_N4/ldlt/runs/ecoli/fold_0/best_state.pth b/UCI_N4/ldlt/runs/ecoli/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1482249b5dc53945aaec37f53ed75b0dc74cb67f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ecoli/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5a9cead0801c18b9e7bf35f0bfad79bdd5ba8b6cb06b1e0e52252920065d6c9
+size 55157
diff --git a/UCI_N4/ldlt/runs/ecoli/fold_1/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627155.258 b/UCI_N4/ldlt/runs/ecoli/fold_1/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627155.258
new file mode 100644
index 0000000000000000000000000000000000000000..415269a6db2e90dfa7aeb563f68bd26b6ddc946f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ecoli/fold_1/events.out.tfevents.1762561396.auvsl-gpu-01.ise.illinois.edu.627155.258
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f84337bb13fcdbeeecbcfceb279253a15dd96b8e1bf231cb521b7e564278778c
+size 23858
diff --git a/UCI_N4/ldlt/runs/ecoli/fold_2/best_state.pth b/UCI_N4/ldlt/runs/ecoli/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..31135c51b71eaa0edea8a37d2e4bd88ada422e77
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ecoli/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b6265c582e39da9619dc0aa7e408a1a68f2d51641a2272e30f1162b718cb4df2
+size 55157
diff --git a/UCI_N4/ldlt/runs/ecoli/fold_3/best_state.pth b/UCI_N4/ldlt/runs/ecoli/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d6c9d6c9f6b46f656bd137656f3503ef6ad99105
--- /dev/null
+++ b/UCI_N4/ldlt/runs/ecoli/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d6c3438174078caf061a346645764a671d9907e2fc24bf407303a15ee32ddb78
+size 55157
diff --git a/UCI_N4/ldlt/runs/energy-y1/fold_2/1762561402.9791472/events.out.tfevents.1762561402.auvsl-gpu-01.ise.illinois.edu.627158.157 b/UCI_N4/ldlt/runs/energy-y1/fold_2/1762561402.9791472/events.out.tfevents.1762561402.auvsl-gpu-01.ise.illinois.edu.627158.157
new file mode 100644
index 0000000000000000000000000000000000000000..2e2a16515b594ad0c3f379efae0afb0f0666a062
--- /dev/null
+++ b/UCI_N4/ldlt/runs/energy-y1/fold_2/1762561402.9791472/events.out.tfevents.1762561402.auvsl-gpu-01.ise.illinois.edu.627158.157
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f325da85e7110fdbc2b89ecb3d1cbe44694d2403fd13840e1917f9139cabcf91
+size 1171
diff --git a/UCI_N4/ldlt/runs/energy-y1/fold_2/events.out.tfevents.1762561400.auvsl-gpu-01.ise.illinois.edu.627158.156 b/UCI_N4/ldlt/runs/energy-y1/fold_2/events.out.tfevents.1762561400.auvsl-gpu-01.ise.illinois.edu.627158.156
new file mode 100644
index 0000000000000000000000000000000000000000..147afc5ba3f36c7c96e5b04a98342df519f139a9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/energy-y1/fold_2/events.out.tfevents.1762561400.auvsl-gpu-01.ise.illinois.edu.627158.156
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99a4ffd4b3b29a0fbb6bde6635cfc56c209d5c040f5b9ba2f0895dab47ecc40e
+size 20038
diff --git a/UCI_N4/ldlt/runs/energy-y1/fold_3/1762561404.9642367/events.out.tfevents.1762561404.auvsl-gpu-01.ise.illinois.edu.627158.159 b/UCI_N4/ldlt/runs/energy-y1/fold_3/1762561404.9642367/events.out.tfevents.1762561404.auvsl-gpu-01.ise.illinois.edu.627158.159
new file mode 100644
index 0000000000000000000000000000000000000000..1fa06fef8b2b0c40b711e023fd57642587f0558d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/energy-y1/fold_3/1762561404.9642367/events.out.tfevents.1762561404.auvsl-gpu-01.ise.illinois.edu.627158.159
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98f27e9147b9d464ae014d2f2bb30e636d66ea5c07448f628c099edd42adf67d
+size 1171
diff --git a/UCI_N4/ldlt/runs/semeion/fold_1/best_state.pth b/UCI_N4/ldlt/runs/semeion/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7574e35cd4db835b60e7889808121460716aeb84
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fca855765c4b5bca2de2e5171cbb929bedcdff89f8f148e44ada3fd95c2c0400
+size 11312501
diff --git a/UCI_N4/ldlt/runs/semeion/fold_2/best_state.pth b/UCI_N4/ldlt/runs/semeion/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b631d1115d7c21d5989f7f419c325466e422d83d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/semeion/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8983d365a093ec86cfff9582d1c9964726a8bbfcf69ab2ac2ef2e7ce26e743e5
+size 11312501
diff --git a/UCI_N4/ldlt/runs/statlog-shuttle/fold_0/best_state.pth b/UCI_N4/ldlt/runs/statlog-shuttle/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..64dbf163efc202a1e82cdc74e4c6940438433091
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-shuttle/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55efefaeb20b9ae7ea228a1c5c0f7d869f8d5c7c2b6b8a81e65d645e7aa33a5e
+size 55413
diff --git a/UCI_N4/ldlt/runs/statlog-shuttle/fold_1/events.out.tfevents.1762562562.auvsl-gpu-01.ise.illinois.edu.627155.498 b/UCI_N4/ldlt/runs/statlog-shuttle/fold_1/events.out.tfevents.1762562562.auvsl-gpu-01.ise.illinois.edu.627155.498
new file mode 100644
index 0000000000000000000000000000000000000000..bb121ea4fceb1769a8e38773066d6fb7451ab39c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/statlog-shuttle/fold_1/events.out.tfevents.1762562562.auvsl-gpu-01.ise.illinois.edu.627155.498
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aff9d6550520c3676bd555b1aba257a5a12a66d426f554ca7f90ce4c7ec12597
+size 13161
diff --git a/UCI_N4/ldlt/runs/steel-plates/fold_2/1762562466.6185877/events.out.tfevents.1762562466.auvsl-gpu-01.ise.illinois.edu.627158.445 b/UCI_N4/ldlt/runs/steel-plates/fold_2/1762562466.6185877/events.out.tfevents.1762562466.auvsl-gpu-01.ise.illinois.edu.627158.445
new file mode 100644
index 0000000000000000000000000000000000000000..398e9495fadf691ac5bba9eb8baa09012601f14e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/steel-plates/fold_2/1762562466.6185877/events.out.tfevents.1762562466.auvsl-gpu-01.ise.illinois.edu.627158.445
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:06cdc08b0efbe3e7dd418dd60e95a86952dc5d06c6c7bff9c7e84a31c31a793f
+size 1174
diff --git a/UCI_N4/ldlt/runs/synthetic-control/fold_1/best_state.pth b/UCI_N4/ldlt/runs/synthetic-control/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2b1125aaacbdbb5e8994c8af201a51b5e731c507
--- /dev/null
+++ b/UCI_N4/ldlt/runs/synthetic-control/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f2fee3e3f4232b1e27b499eaffc155a515f8116e141c703350839ef8a8396fc
+size 2719157
diff --git a/UCI_N4/ldlt/runs/synthetic-control/fold_1/events.out.tfevents.1762562475.auvsl-gpu-01.ise.illinois.edu.627158.450 b/UCI_N4/ldlt/runs/synthetic-control/fold_1/events.out.tfevents.1762562475.auvsl-gpu-01.ise.illinois.edu.627158.450
new file mode 100644
index 0000000000000000000000000000000000000000..13a4350ecf311a1fca794bbb6d80b5e37de87268
--- /dev/null
+++ b/UCI_N4/ldlt/runs/synthetic-control/fold_1/events.out.tfevents.1762562475.auvsl-gpu-01.ise.illinois.edu.627158.450
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:22a15d105ca27e6ea8304bf49369526b35dbb005b5586ccbea90fa6f18e53a84
+size 13543
diff --git a/UCI_N4/ldlt/runs/thyroid/fold_1/events.out.tfevents.1762562503.auvsl-gpu-01.ise.illinois.edu.627158.466 b/UCI_N4/ldlt/runs/thyroid/fold_1/events.out.tfevents.1762562503.auvsl-gpu-01.ise.illinois.edu.627158.466
new file mode 100644
index 0000000000000000000000000000000000000000..90aea8c2fff3c1e0441eed40c2ebc821f76558e1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/thyroid/fold_1/events.out.tfevents.1762562503.auvsl-gpu-01.ise.illinois.edu.627158.466
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a327e3fc09b79cc28fcf796373b4a97ca4ee0b188c4762651e20ca84f3c7fc49
+size 18128
diff --git a/UCI_N4/ldlt/runs/tic-tac-toe/fold_0/1762562492.7782068/events.out.tfevents.1762562492.auvsl-gpu-01.ise.illinois.edu.627156.401 b/UCI_N4/ldlt/runs/tic-tac-toe/fold_0/1762562492.7782068/events.out.tfevents.1762562492.auvsl-gpu-01.ise.illinois.edu.627156.401
new file mode 100644
index 0000000000000000000000000000000000000000..5773a913233510fd2fbadc52b88e050a9683f90a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/tic-tac-toe/fold_0/1762562492.7782068/events.out.tfevents.1762562492.auvsl-gpu-01.ise.illinois.edu.627156.401
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78246769dca515eab12fb8cadf87fc9ea33d36edff4c8c3e9e7a08baf8724e9f
+size 1173
diff --git a/UCI_N4/ldlt/runs/tic-tac-toe/fold_3/1762562508.9967296/events.out.tfevents.1762562508.auvsl-gpu-01.ise.illinois.edu.627156.407 b/UCI_N4/ldlt/runs/tic-tac-toe/fold_3/1762562508.9967296/events.out.tfevents.1762562508.auvsl-gpu-01.ise.illinois.edu.627156.407
new file mode 100644
index 0000000000000000000000000000000000000000..f722e47cb838d2cb3357e0f1bb80cb605f1e84e4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/tic-tac-toe/fold_3/1762562508.9967296/events.out.tfevents.1762562508.auvsl-gpu-01.ise.illinois.edu.627156.407
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92658619e57913d59c40dcf7f9865ce8b3b8e67826c10b5d4ccf8c27adf242ff
+size 1173
diff --git a/UCI_N4/ldlt/runs/titanic/fold_1/1762562517.579994/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.411 b/UCI_N4/ldlt/runs/titanic/fold_1/1762562517.579994/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.411
new file mode 100644
index 0000000000000000000000000000000000000000..9736f1b082cdcf27f65ef752b26b69869c21a401
--- /dev/null
+++ b/UCI_N4/ldlt/runs/titanic/fold_1/1762562517.579994/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.411
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c6e79fcfa027cdb07d35cd2aaf7a630ef96b7d07dc72510361ab2b0fe5da6ca
+size 1169
diff --git a/UCI_N4/ldlt/runs/titanic/fold_2/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.412 b/UCI_N4/ldlt/runs/titanic/fold_2/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.412
new file mode 100644
index 0000000000000000000000000000000000000000..f469403d438c59d89110c612f7da8440c2fb0a72
--- /dev/null
+++ b/UCI_N4/ldlt/runs/titanic/fold_2/events.out.tfevents.1762562517.auvsl-gpu-01.ise.illinois.edu.627156.412
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d702826031d9d353304ffe9cff60e92694f80907e4206fe226aacfc6e2a24cde
+size 13161
diff --git a/UCI_N4/ldlt/runs/trains/fold_0/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.416 b/UCI_N4/ldlt/runs/trains/fold_0/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.416
new file mode 100644
index 0000000000000000000000000000000000000000..35f3cf3242f5c8e9600b335e77fbd79bcefe3bf6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/trains/fold_0/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.416
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36b9108ca593f61ae0b840480d4ef62508c57069d8f41f71300186f52b609a4e
+size 12397
diff --git a/UCI_N4/ldlt/runs/trains/fold_1/1762562526.5813553/events.out.tfevents.1762562526.auvsl-gpu-01.ise.illinois.edu.627156.419 b/UCI_N4/ldlt/runs/trains/fold_1/1762562526.5813553/events.out.tfevents.1762562526.auvsl-gpu-01.ise.illinois.edu.627156.419
new file mode 100644
index 0000000000000000000000000000000000000000..3e97b7abc52dbd10cecf9bc477134b76846767fe
--- /dev/null
+++ b/UCI_N4/ldlt/runs/trains/fold_1/1762562526.5813553/events.out.tfevents.1762562526.auvsl-gpu-01.ise.illinois.edu.627156.419
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd27cf153e1fe217e5dc8159e89ab295286816821335727df06401af47d10834
+size 1168
diff --git a/UCI_N4/ldlt/runs/trains/fold_1/best_state.pth b/UCI_N4/ldlt/runs/trains/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6f673cfe5f91bb5e34a87af54eb2a198e91a9cc6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/trains/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a54aac7f40baeeaace14c89dbb285e2541cc7039a7574155b9f620753926cb2d
+size 688181
diff --git a/UCI_N4/ldlt/runs/trains/fold_1/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.418 b/UCI_N4/ldlt/runs/trains/fold_1/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.418
new file mode 100644
index 0000000000000000000000000000000000000000..ab40af873bc954437eab7941731c635b82e5293f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/trains/fold_1/events.out.tfevents.1762562525.auvsl-gpu-01.ise.illinois.edu.627156.418
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe4d8e6896bde7667c4ca2b60e8196ecd03a866db0705b5c8e44b1ac41d993f
+size 15836
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_0/1762562546.4728222/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.425 b/UCI_N4/ldlt/runs/twonorm/fold_0/1762562546.4728222/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.425
new file mode 100644
index 0000000000000000000000000000000000000000..692c8b0f189249cb2ef0e490576cc903f30d97b4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_0/1762562546.4728222/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.425
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01a68dc0b97846cba470393bcd1569bfe8741ba922ea33c5edbb48db98b5bbc6
+size 1169
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_1/1762562567.0338368/events.out.tfevents.1762562567.auvsl-gpu-01.ise.illinois.edu.627156.427 b/UCI_N4/ldlt/runs/twonorm/fold_1/1762562567.0338368/events.out.tfevents.1762562567.auvsl-gpu-01.ise.illinois.edu.627156.427
new file mode 100644
index 0000000000000000000000000000000000000000..51d195dcd8c515ecd9386a6c44fcf0df0c30f9a3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_1/1762562567.0338368/events.out.tfevents.1762562567.auvsl-gpu-01.ise.illinois.edu.627156.427
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a09c912527f586ebe5ad61b8e93fd77727263c972f8bdfe2a54a32abce2edc67
+size 1169
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_1/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.426 b/UCI_N4/ldlt/runs/twonorm/fold_1/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.426
new file mode 100644
index 0000000000000000000000000000000000000000..947102334567c973ea267b06b572bf9042207c72
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_1/events.out.tfevents.1762562546.auvsl-gpu-01.ise.illinois.edu.627156.426
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0d780c880f32fcdabd3edb02507f348049ff2d57782c65458909015463f3024
+size 21184
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_2/best_state.pth b/UCI_N4/ldlt/runs/twonorm/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7e05a1bec34cef1cae2d7c4d9937c5c37a592f15
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4678741114e1cadcce09e91b2a4fb3515225b3e25f01768e487a676f399613a0
+size 183669
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_3/best_state.pth b/UCI_N4/ldlt/runs/twonorm/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bec31e70c68aeb3481c7637fbae7fa3cafeadab3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bbdc45d47d401040e2ea79dd52b1da466128e46fb414d215629448c24230c82
+size 183669
diff --git a/UCI_N4/ldlt/runs/twonorm/fold_3/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627156.430 b/UCI_N4/ldlt/runs/twonorm/fold_3/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627156.430
new file mode 100644
index 0000000000000000000000000000000000000000..88f2b2bc146063601d814adf6f7bb8a1585adfbd
--- /dev/null
+++ b/UCI_N4/ldlt/runs/twonorm/fold_3/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627156.430
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:215457aa95633ed0df660a8c220ab70236fcf4b0966ed2d70f995a38ed3748dc
+size 12397
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/1762562587.5784667/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.473 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/1762562587.5784667/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.473
new file mode 100644
index 0000000000000000000000000000000000000000..11b0a447aab9200eaad2c0d9daec0aa1e47173ae
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/1762562587.5784667/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.473
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:881118c9687e56f5a9f1ff68cbff3b8f2df80ccb544aa4d9a93b31c1ea9ce234
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..39184aed49f78b227875d57869f6b47e8a66c280
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf33b18a3fee8101067a8189d4f8a572179cd4fd14b86950ae44b58adf075cf1
+size 54197
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627158.472 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627158.472
new file mode 100644
index 0000000000000000000000000000000000000000..d394caea68d40a5d7a7bb7ca503b72410cf754c9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_0/events.out.tfevents.1762562586.auvsl-gpu-01.ise.illinois.edu.627158.472
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69deccb9782268464f3a31d6f5ba4b4be7c4db569f272581297f33c9c71f1810
+size 16218
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/1762562589.792786/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.475 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/1762562589.792786/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.475
new file mode 100644
index 0000000000000000000000000000000000000000..e97f88630b8a41331493a5c458b1b30581bdcef1
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/1762562589.792786/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.475
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cbbec99bd58cd20a1e9be7040d22a475480a8f26c9105850642f8a290f3f876
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..db7d67d17413d023423018530e4e973181db5c8b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f38edbcec5da9fc76b0cc20d6064999c20609a3e4a37f039832bb24ee31c5e37
+size 54197
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.474 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.474
new file mode 100644
index 0000000000000000000000000000000000000000..b9cbd9c97bd781018a10a3e96f73e7bce37dabcd
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_1/events.out.tfevents.1762562587.auvsl-gpu-01.ise.illinois.edu.627158.474
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50d984e1a0e487ef9cc3b60d0657f281401ad792a0888813a813dbaa2330618c
+size 24240
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/1762562591.598483/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.477 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/1762562591.598483/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.477
new file mode 100644
index 0000000000000000000000000000000000000000..31257f693e88b249dc140d7e98ac6bc78c5a9c63
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/1762562591.598483/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.477
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73007918dd837596839ddee4425481b93cc1d39a8302c0eb35f9dd195d7f140c
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.476 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.476
new file mode 100644
index 0000000000000000000000000000000000000000..76b565bd37622364c7fb60379e7c73bd4da8031a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762562589.auvsl-gpu-01.ise.illinois.edu.627158.476
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7014580d9097f923976524d30f33eedba0874e66d308f04d765ef92a1abe9013
+size 19656
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/1762562592.5894618/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.479 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/1762562592.5894618/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.479
new file mode 100644
index 0000000000000000000000000000000000000000..969fe93f970cef38205038fb5777e511f684ad0e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/1762562592.5894618/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.479
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:721c4e7d9fe08f4e5af608d4dbb6c7cf8f14bfcc915865f6b0a316366e63a315
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..13b439464c9e8b6d818bd1204264e55ccca98350
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:19986fef31717028cc369876ba7ac68b139e014bbe44fb6033a686e14b6c5313
+size 54197
diff --git a/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.478 b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.478
new file mode 100644
index 0000000000000000000000000000000000000000..7d90f2a908bcfd4529f85350cfd20db0e829a761
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-2clases/fold_3/events.out.tfevents.1762562591.auvsl-gpu-01.ise.illinois.edu.627158.478
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69c54f5f0bbc4f1ad19ae8c7a032993db8bfcb1531c81abeaaf7ad82b83a485f
+size 12397
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ac46f58ca6a6f3cf90195d3937d2537c9bb08847
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1897e6f6f289371966d95c851ed8cc29357cba0b1935582aee2d7e2992e6f839
+size 54325
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.480 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.480
new file mode 100644
index 0000000000000000000000000000000000000000..fb9a7743180b377839975dbf3c0d3876079a9d8d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_0/events.out.tfevents.1762562592.auvsl-gpu-01.ise.illinois.edu.627158.480
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77339bb09d71aeb13ef9b761b7bafa2a6497446b600aea9d4cbcbd18d21e3bc8
+size 34936
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/1762562597.914322/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627158.483 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/1762562597.914322/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627158.483
new file mode 100644
index 0000000000000000000000000000000000000000..ce8b7a688bdffa7f16e461a03cf1cfae72b3b414
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/1762562597.914322/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627158.483
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e629d3c4c36f903cb4f24a95372cee312bee3e95ede8ca1c5ff403aefd66439
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e317d3289c9e4c8a34e7d5b3338e8699df5d23a8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f33d89caee4617c7c6e271a1b4b7b4cc3a5fa5ddc8cbf5a34998d76c506512ac
+size 54325
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762562596.auvsl-gpu-01.ise.illinois.edu.627158.482 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762562596.auvsl-gpu-01.ise.illinois.edu.627158.482
new file mode 100644
index 0000000000000000000000000000000000000000..781cc14d948c22c48c3ae84b2a4a971dd5632621
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_1/events.out.tfevents.1762562596.auvsl-gpu-01.ise.illinois.edu.627158.482
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dae372e0bb97b1f4e307cb435552f861ae98ca8a95a1cb0c351cb3a1924aa5c7
+size 20038
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/1762562600.3001103/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.485 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/1762562600.3001103/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.485
new file mode 100644
index 0000000000000000000000000000000000000000..a5f0cc8feb4674bfd574778d497ad43791d2503d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/1762562600.3001103/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.485
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5ef6fecd596e176a04f4d8840bb8ae1808d79cc5b8294a51c348c25d25019e0
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..162ad20a1f7ec65eea3e793bbb0d70dab74c93fa
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91584ad2dc36a2188fd41534f333a4ee7d710a08b82e5212d7725b8b72842bed
+size 54325
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/1762562601.6828487/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.487 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/1762562601.6828487/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.487
new file mode 100644
index 0000000000000000000000000000000000000000..d7647a8af8c11e8c6f5441ecc0c7ad4e19e279db
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/1762562601.6828487/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.487
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7592a97b1ceda40da5924a737e202a1d08987f0afafeaf05225c2f928ae08bfe
+size 1186
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/best_state.pth b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..8ec7662c18b661dd71b8c7538e03d96f3763f4c8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1310cf45fa31b3a58668a755ccbb0fe494b974fccd30ff8103206b946cfa1738
+size 54325
diff --git a/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.486 b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.486
new file mode 100644
index 0000000000000000000000000000000000000000..85c85e14bcd6c6549b9148dc0235510b5473ef36
--- /dev/null
+++ b/UCI_N4/ldlt/runs/vertebral-column-3clases/fold_3/events.out.tfevents.1762562600.auvsl-gpu-01.ise.illinois.edu.627158.486
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b564dd92f7a61fc2a672108d42c44af08ef6d14da3c72d3c0010e91ccd349a7
+size 17364
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_0/1762562620.756999/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.433 b/UCI_N4/ldlt/runs/wall-following/fold_0/1762562620.756999/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.433
new file mode 100644
index 0000000000000000000000000000000000000000..875214230a367cea966d25972bd1891cefa72a6d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_0/1762562620.756999/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.433
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5784554a9e8dc877b1c1669baf28994357e01f2b565f1d3da504244597f0367d
+size 1176
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_0/best_state.pth b/UCI_N4/ldlt/runs/wall-following/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..959704ba84977dfcbf28ad92e19bf0a094b23850
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e1cf8187bcbf83f833f3ed3aebc58b0f0dff9728256e255dda8a4038136b36f
+size 185909
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_0/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627156.432 b/UCI_N4/ldlt/runs/wall-following/fold_0/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627156.432
new file mode 100644
index 0000000000000000000000000000000000000000..3483b9ce38f52be7739647e011f42028c0fce42c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_0/events.out.tfevents.1762562597.auvsl-gpu-01.ise.illinois.edu.627156.432
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd32751d7e2aaeff57f36a92ca7fc483645c72cfb0cbb26581e272031eabba9d
+size 32262
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_1/1762562633.4702506/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.435 b/UCI_N4/ldlt/runs/wall-following/fold_1/1762562633.4702506/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.435
new file mode 100644
index 0000000000000000000000000000000000000000..c901acb1cd6b583c92f1e12b91e354aad0123f1d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_1/1762562633.4702506/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.435
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d169ebc50a46087ecbc17d0a60f4bfb3faa1d63c1bd8367b5d33d6e2ce2b0ab7
+size 1176
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_1/best_state.pth b/UCI_N4/ldlt/runs/wall-following/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3514b7f08ff67e9abda944b6c4cf6bc27bc570b9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6a4d05dad6ec40dcb0e033456a1a778dcd24414d20cd488ee4b0eae5d2d9583a
+size 185909
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_1/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.434 b/UCI_N4/ldlt/runs/wall-following/fold_1/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.434
new file mode 100644
index 0000000000000000000000000000000000000000..ded44cd21b6c73bdab99bd523a6e4baa698fb7cf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_1/events.out.tfevents.1762562620.auvsl-gpu-01.ise.illinois.edu.627156.434
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09863d165aca8e818e75e3de5ffd41a57f6fc171ec75bad4a8877de55d6e7edf
+size 19274
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_2/1762562658.467846/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.437 b/UCI_N4/ldlt/runs/wall-following/fold_2/1762562658.467846/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.437
new file mode 100644
index 0000000000000000000000000000000000000000..92c24a10159dee3701cadbd4946b7ff9b2f74813
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_2/1762562658.467846/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.437
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:28fc676c193eef782752a61c58c259eb2c72a89201d14af64d789720a9f8068b
+size 1176
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_2/best_state.pth b/UCI_N4/ldlt/runs/wall-following/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..d49fc8b3aee0b566e6f720719a05c24a0119d922
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:356d08f3ec0bdd8285118b4a7d97fc804198ee767cd9e62056ba16addba66e27
+size 185909
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_2/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.436 b/UCI_N4/ldlt/runs/wall-following/fold_2/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.436
new file mode 100644
index 0000000000000000000000000000000000000000..ff4905a28709fac7cf37a7a2cf12b6536b31b374
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_2/events.out.tfevents.1762562633.auvsl-gpu-01.ise.illinois.edu.627156.436
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0926c70741d54d68fb3ce13da9e50847db2d0bb0f51eac5b6778f3974c4131a
+size 36846
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_3/1762562679.2681453/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.439 b/UCI_N4/ldlt/runs/wall-following/fold_3/1762562679.2681453/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.439
new file mode 100644
index 0000000000000000000000000000000000000000..6ae8bda601dadfd06b336077d3ffafb060b7bafc
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_3/1762562679.2681453/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.439
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:723e9ec7fdf746d8d18441bffeb76ed68191f5d389759760f1b5628f8001f4af
+size 1176
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_3/best_state.pth b/UCI_N4/ldlt/runs/wall-following/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..250adaecb505e46b1414d3383f0544ae6522a902
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:732b4a7ccf987fe55dfbc3b6f9fb60eab6e63c26dabd1a77cd155ac86fce14ec
+size 185909
diff --git a/UCI_N4/ldlt/runs/wall-following/fold_3/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.438 b/UCI_N4/ldlt/runs/wall-following/fold_3/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.438
new file mode 100644
index 0000000000000000000000000000000000000000..c75fa7835fcd430fe21a62e6c3d93bb620b3b40f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wall-following/fold_3/events.out.tfevents.1762562658.auvsl-gpu-01.ise.illinois.edu.627156.438
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7dbaad3a8db696f33cff492d93abc15dc91607731e6423ca487938033133bf02
+size 29970
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_0/1762562664.1887236/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.497 b/UCI_N4/ldlt/runs/waveform-noise/fold_0/1762562664.1887236/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.497
new file mode 100644
index 0000000000000000000000000000000000000000..e20e16d8a2a3e0e61155f5970829415eb715b459
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_0/1762562664.1887236/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.497
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1bcadc07509508445207c590b1eb83a531f38e0e28e26ed8a4962e36336da35
+size 1176
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_0/best_state.pth b/UCI_N4/ldlt/runs/waveform-noise/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..73c2e315e0f710602db2ad40b2a8930f5ff59b82
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d83bfa2962a4249e81e577bfd8985a53d3103c93614c2e87c88bec5a73f724e7
+size 697397
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_0/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.496 b/UCI_N4/ldlt/runs/waveform-noise/fold_0/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.496
new file mode 100644
index 0000000000000000000000000000000000000000..3a7358ad31085ea33307aae31f929d7907d41fd3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_0/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.496
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b65a6b673b9aaf6d44aba258ade6bb56edd078ca340b3f0cd7c509094f1b86d5
+size 20802
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_1/1762562681.7482517/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.499 b/UCI_N4/ldlt/runs/waveform-noise/fold_1/1762562681.7482517/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.499
new file mode 100644
index 0000000000000000000000000000000000000000..7e11c2247f95ef1dcf1070eb02f89844d3b33f6a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_1/1762562681.7482517/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.499
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8b66fe5aafbafdec77e1fa1f005e3d3fdcc2491415163f8315798e8cd83a527
+size 1176
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_1/best_state.pth b/UCI_N4/ldlt/runs/waveform-noise/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f6b9238773e5f839175adda7b5136e506ac620ab
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df8f88069a4044485a3afbda1ea641091e348ed8dd986032552a3113a57027b0
+size 697397
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_1/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.498 b/UCI_N4/ldlt/runs/waveform-noise/fold_1/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.498
new file mode 100644
index 0000000000000000000000000000000000000000..e741eebdb4e512afd4895c7ab052328b53824a3a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_1/events.out.tfevents.1762562664.auvsl-gpu-01.ise.illinois.edu.627158.498
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7bb3da5745c048cebc952cde109ba34eab2db4f66aa63471a92f3b55b5182638
+size 28060
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_2/1762562696.7954814/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.501 b/UCI_N4/ldlt/runs/waveform-noise/fold_2/1762562696.7954814/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.501
new file mode 100644
index 0000000000000000000000000000000000000000..b82f5ad1688bca6e61d553160e88334cf92e3ef9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_2/1762562696.7954814/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.501
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:70f1b75872bc40144e36e71efe0ae50f1cd1830a3685fe2bbea071c36c3e8723
+size 1176
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_2/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.500 b/UCI_N4/ldlt/runs/waveform-noise/fold_2/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.500
new file mode 100644
index 0000000000000000000000000000000000000000..39e349c481e2c81cca0b419514cdd70baf89ed28
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_2/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627158.500
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bec83d93731676175dc7199332b4ea14d0348d59bf40ab23f34114c0cf3b1831
+size 23476
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_3/1762562708.9159904/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.503 b/UCI_N4/ldlt/runs/waveform-noise/fold_3/1762562708.9159904/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.503
new file mode 100644
index 0000000000000000000000000000000000000000..0352d1b2c76be8f9932a7b62329e626ca3b8e109
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_3/1762562708.9159904/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.503
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1d6bcaa5f4d22b5dfd211c076a743a22471a4707196ec976f5bbb4e5ffa2926
+size 1176
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_3/best_state.pth b/UCI_N4/ldlt/runs/waveform-noise/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b37c6886b89c2b54558f815502dda5f195090523
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:675d3a8688baa94e04613ad472b6d9507738d18a496240b255143f27532c36c2
+size 697397
diff --git a/UCI_N4/ldlt/runs/waveform-noise/fold_3/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.502 b/UCI_N4/ldlt/runs/waveform-noise/fold_3/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.502
new file mode 100644
index 0000000000000000000000000000000000000000..2f45f595e9e639e784d098746e057126868e849d
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform-noise/fold_3/events.out.tfevents.1762562696.auvsl-gpu-01.ise.illinois.edu.627158.502
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30e2c944282ada42c1fee2ebbf4a3d54b2ae163009c1a626af2f5cb48b648410
+size 18128
diff --git a/UCI_N4/ldlt/runs/waveform/fold_0/1762562612.7561696/events.out.tfevents.1762562612.auvsl-gpu-01.ise.illinois.edu.627158.489 b/UCI_N4/ldlt/runs/waveform/fold_0/1762562612.7561696/events.out.tfevents.1762562612.auvsl-gpu-01.ise.illinois.edu.627158.489
new file mode 100644
index 0000000000000000000000000000000000000000..b5d7e075a33d29d5db5301cd731489827bdc5597
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_0/1762562612.7561696/events.out.tfevents.1762562612.auvsl-gpu-01.ise.illinois.edu.627158.489
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c4ede9bc12395df0accd9ee439e89947149c8517c4ddd0cd84dcd1af315520c
+size 1170
diff --git a/UCI_N4/ldlt/runs/waveform/fold_0/best_state.pth b/UCI_N4/ldlt/runs/waveform/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a35585d35a22d90867f65e848bc2e45131357c37
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:655d1a80eb967b0d1f7482c9f043aef5a263515748baddf17cae96c641064919
+size 184309
diff --git a/UCI_N4/ldlt/runs/waveform/fold_0/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.488 b/UCI_N4/ldlt/runs/waveform/fold_0/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.488
new file mode 100644
index 0000000000000000000000000000000000000000..ec4594c543aff443b8d586ec41a67ce45124c1f8
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_0/events.out.tfevents.1762562601.auvsl-gpu-01.ise.illinois.edu.627158.488
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f3b17394d5b8a6af0ff566ff375909dc6ff7f89240eca9e760aeb3ef3f132c26
+size 16218
diff --git a/UCI_N4/ldlt/runs/waveform/fold_1/best_state.pth b/UCI_N4/ldlt/runs/waveform/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cbae14c89f583e36b7bfaab08656198bc552b987
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfbd59614b48d9efa3e0ab63f97256ada69ccaf2960c942280d4eb00879a5da1
+size 184309
diff --git a/UCI_N4/ldlt/runs/waveform/fold_2/1762562638.7928743/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.493 b/UCI_N4/ldlt/runs/waveform/fold_2/1762562638.7928743/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.493
new file mode 100644
index 0000000000000000000000000000000000000000..eb059d6b0dbee1ba0789a61a4076a5374e3fd02f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_2/1762562638.7928743/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.493
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b95f3997d2fc9816764bcc84422ed5466234432d566a17839bbcab9e1f4ac0ed
+size 1170
diff --git a/UCI_N4/ldlt/runs/waveform/fold_2/best_state.pth b/UCI_N4/ldlt/runs/waveform/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..da09c2ddd63b7173a477c38142ec14fcc63264a6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdeacbba0ba541f6cab0f27ef6d2cbcac924bdf82c4e55db90ca5e3344ca93e0
+size 184309
diff --git a/UCI_N4/ldlt/runs/waveform/fold_2/events.out.tfevents.1762562625.auvsl-gpu-01.ise.illinois.edu.627158.492 b/UCI_N4/ldlt/runs/waveform/fold_2/events.out.tfevents.1762562625.auvsl-gpu-01.ise.illinois.edu.627158.492
new file mode 100644
index 0000000000000000000000000000000000000000..429a465a752595936a10ec85c8d27137090b671e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_2/events.out.tfevents.1762562625.auvsl-gpu-01.ise.illinois.edu.627158.492
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:771c75a4ac3f0dde664d9621504fde27ae663f1b7f5d69d52f508432d3b524f6
+size 21566
diff --git a/UCI_N4/ldlt/runs/waveform/fold_3/1762562651.587398/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.495 b/UCI_N4/ldlt/runs/waveform/fold_3/1762562651.587398/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.495
new file mode 100644
index 0000000000000000000000000000000000000000..6df93807ea7a6dfd26acd94e7a599637ddbf296e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_3/1762562651.587398/events.out.tfevents.1762562651.auvsl-gpu-01.ise.illinois.edu.627158.495
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2019158050bd0f08b587e3a828021058d33c81a2ced11b0211a22d51aba87cca
+size 1170
diff --git a/UCI_N4/ldlt/runs/waveform/fold_3/best_state.pth b/UCI_N4/ldlt/runs/waveform/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..667bbc6a6b77ef288f6cae0e179a8278547ee19f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2472692f55cc33ff1f35401328004ba7fb6b512e56383d8638e241e3f00b9f8a
+size 184309
diff --git a/UCI_N4/ldlt/runs/waveform/fold_3/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.494 b/UCI_N4/ldlt/runs/waveform/fold_3/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.494
new file mode 100644
index 0000000000000000000000000000000000000000..0dab8d2e55b31face483fce9e74336a74a80cd30
--- /dev/null
+++ b/UCI_N4/ldlt/runs/waveform/fold_3/events.out.tfevents.1762562638.auvsl-gpu-01.ise.illinois.edu.627158.494
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2d42b631fcde030891dbe6783dd20445ed70da2277c2e3a90c80eb619e00838
+size 20038
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_0/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-red/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a808976e330777aad8c2d15d16f3b353eaaee502
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c0299b3b3cdbc4ad7038829f1a7d61b5bd4b97e6cca72471ee2628f2105599e1
+size 55669
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_0/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.448 b/UCI_N4/ldlt/runs/wine-quality-red/fold_0/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.448
new file mode 100644
index 0000000000000000000000000000000000000000..a76aa53471b5e2a8681ecf20747e4c10c7c4e3cf
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_0/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.448
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee21f75e4acc78568bf5decea8fedb03d16b45ee0bd3adbc9cbeff2e61ca4d79
+size 15453
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_1/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-red/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4a7f5d4bf1aa6f42024b9dd6fb0e12dadfca24a6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6accf744e112bff2d34b5722512808dc9ffccf8a9836842c6b48a16b11e82495
+size 55669
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_1/events.out.tfevents.1762562686.auvsl-gpu-01.ise.illinois.edu.627156.450 b/UCI_N4/ldlt/runs/wine-quality-red/fold_1/events.out.tfevents.1762562686.auvsl-gpu-01.ise.illinois.edu.627156.450
new file mode 100644
index 0000000000000000000000000000000000000000..9e181dd255feb43b499fb3c7d9438c84f4941f26
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_1/events.out.tfevents.1762562686.auvsl-gpu-01.ise.illinois.edu.627156.450
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:373f4514bad37156fd3a0cb960b27e8d5e5ea7a8f339eff0d789d3b6da04a4a5
+size 33408
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_2/1762562698.4383864/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.453 b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/1762562698.4383864/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.453
new file mode 100644
index 0000000000000000000000000000000000000000..9040edb4d2efc40b48bde9c9d0a7221125ff00c6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/1762562698.4383864/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.453
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea3a8e500867e5031a158f261a69f92abeca1f771cac43f94f0b0af0319b8880
+size 1178
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_2/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..002347172ba98aa5250e9a85b67f243de4ac4f23
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c9435ed48afc646d03a9c0910ad4bca23c33bf54fb0b3bd75434a83cb5dde50
+size 55669
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_2/events.out.tfevents.1762562693.auvsl-gpu-01.ise.illinois.edu.627156.452 b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/events.out.tfevents.1762562693.auvsl-gpu-01.ise.illinois.edu.627156.452
new file mode 100644
index 0000000000000000000000000000000000000000..46749e63fdd8215ea6a2203555665e8f2d3f49c6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_2/events.out.tfevents.1762562693.auvsl-gpu-01.ise.illinois.edu.627156.452
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afcc6c06ada5fc1a7e79c273b3fd4d531a51918600536f9d5da94f11daf1f9f4
+size 20038
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_3/1762562704.2390296/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.455 b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/1762562704.2390296/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.455
new file mode 100644
index 0000000000000000000000000000000000000000..13bd09bd8a921a71d3949ae3a306409fa023f0a5
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/1762562704.2390296/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.455
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88faf267729e24658b034fe224cbf76eebb881c066794ff782f92bbf5caf0d07
+size 1178
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_3/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ac4a835e68a0ec4be2034cbe64c4d32d5bf7f643
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fa1e371c10f233a8903b4c73cc5eb5c37c2e20ccd295de7219b3c3aeb7edfbf
+size 55669
diff --git a/UCI_N4/ldlt/runs/wine-quality-red/fold_3/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.454 b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.454
new file mode 100644
index 0000000000000000000000000000000000000000..f343f9a9a3bc312a26daa29c2915465893310716
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-red/fold_3/events.out.tfevents.1762562698.auvsl-gpu-01.ise.illinois.edu.627156.454
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e3cd410a933aca1d531ffa1103e44d67d2849abf4f08050709a0b9f47301cc1
+size 25004
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_0/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-white/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..73888a735c329d31b5669c8ba712ccec5f764142
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4412c192a9bab009b2bab3752223566cc3cc35ac31400872118e5c038bfa06d7
+size 55797
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_0/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.456 b/UCI_N4/ldlt/runs/wine-quality-white/fold_0/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.456
new file mode 100644
index 0000000000000000000000000000000000000000..f925441252d1b2c8cd92ad2223f082f3c500d479
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_0/events.out.tfevents.1762562704.auvsl-gpu-01.ise.illinois.edu.627156.456
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0f5e5781b8ced58c222dd46f53ae5d4a6f3e6e6e7e03cdfe5fa18a47ce7ebaf0
+size 13161
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_1/1762562727.6450481/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.459 b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/1762562727.6450481/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.459
new file mode 100644
index 0000000000000000000000000000000000000000..614977a3b004eed2b291b11c3631e0d221da1326
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/1762562727.6450481/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.459
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8457ba200b443b9c2f9398c7b5808a40acc17af072f325f2f0537f1ed06151ad
+size 1180
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_1/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f2714583d89ef53a9d5f9f830fd0c93f7575ccb3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91622c92574f22b38029d0fa95fe783abb0e97f1a95db9250aa2b88fa110e6e7
+size 55797
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_1/events.out.tfevents.1762562712.auvsl-gpu-01.ise.illinois.edu.627156.458 b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/events.out.tfevents.1762562712.auvsl-gpu-01.ise.illinois.edu.627156.458
new file mode 100644
index 0000000000000000000000000000000000000000..7fe6abadb3be5d7705def71e6a1aab3f56b782b4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_1/events.out.tfevents.1762562712.auvsl-gpu-01.ise.illinois.edu.627156.458
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c0fd654e385d7e0c96af43fa731b5d23afece3bb937ba11ee964f75bd6632f8
+size 23094
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_2/1762562736.6242838/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.461 b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/1762562736.6242838/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.461
new file mode 100644
index 0000000000000000000000000000000000000000..158d266a449799fe736ec065d9804221789d4393
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/1762562736.6242838/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.461
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:825da9d20af2d6cf30b40729af99b6b42368ad04d7e737391a7506beb408f5fa
+size 1180
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_2/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e3d20a4f9485e5819198f669e4d650a250b3c81f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb8a76c06d5a9415fdf9cadc36a8f7e9c35b070a839a0951378bef372210d3ae
+size 55797
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_2/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.460 b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.460
new file mode 100644
index 0000000000000000000000000000000000000000..b6ce57eea84acac885d973b805ca7898bbc2677a
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_2/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627156.460
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f6d967cfb43572ce6d1998fad75c73d7897b7be8215d0890c15d91db07d29a2
+size 15071
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_3/1762562752.3894024/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.463 b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/1762562752.3894024/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.463
new file mode 100644
index 0000000000000000000000000000000000000000..cc53b8d59bfc483001d30d8e07d02b568c0c1afb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/1762562752.3894024/events.out.tfevents.1762562752.auvsl-gpu-01.ise.illinois.edu.627156.463
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c672c45f80b9d7e6bfadb77b569027325493ad5842d5ac153f7c362bb5ce0c4
+size 1180
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_3/best_state.pth b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..493d6b8c828e46857e4c9a4818292010f48a9142
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81dfecf21018782553760524df8cf0f35fbffb64074c773ce556b7be8a1d1dbf
+size 55797
diff --git a/UCI_N4/ldlt/runs/wine-quality-white/fold_3/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.462 b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.462
new file mode 100644
index 0000000000000000000000000000000000000000..48cdca4b24afadf5acc4de558a6b1a7d06bac1a3
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine-quality-white/fold_3/events.out.tfevents.1762562736.auvsl-gpu-01.ise.illinois.edu.627156.462
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ec80687798ea2f7593015710fbeaaa53ba1d17394919c7bc5cfb180286e55270
+size 25768
diff --git a/UCI_N4/ldlt/runs/wine/fold_0/1762562680.3636343/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.441 b/UCI_N4/ldlt/runs/wine/fold_0/1762562680.3636343/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.441
new file mode 100644
index 0000000000000000000000000000000000000000..e74e09c1291314ac6ae4b1b7421aafb47d33e6eb
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_0/1762562680.3636343/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.441
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a3c4fc42dd0fa02ad534a090faf93c963bb47abc79bed3c441736577184bbe2
+size 1166
diff --git a/UCI_N4/ldlt/runs/wine/fold_0/best_state.pth b/UCI_N4/ldlt/runs/wine/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..5ec846c47bd9ef8063cd34c310040f477bc377b2
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5dc494a71c20b4b49bacfd62abce545dbbc70562c56bd9a459795d9edd28da1
+size 181173
diff --git a/UCI_N4/ldlt/runs/wine/fold_0/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.440 b/UCI_N4/ldlt/runs/wine/fold_0/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.440
new file mode 100644
index 0000000000000000000000000000000000000000..b9b3e25d16a984ddf604ffc3e5793b024274f6b9
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_0/events.out.tfevents.1762562679.auvsl-gpu-01.ise.illinois.edu.627156.440
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3146c60c3bdce6ebda76fc4276742b2217581636840816e1ea5badda3e227d0c
+size 20802
diff --git a/UCI_N4/ldlt/runs/wine/fold_1/1762562681.0402746/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627156.443 b/UCI_N4/ldlt/runs/wine/fold_1/1762562681.0402746/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627156.443
new file mode 100644
index 0000000000000000000000000000000000000000..cef1420e12a65fb3dae1ba84b50dfa2bf8907826
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_1/1762562681.0402746/events.out.tfevents.1762562681.auvsl-gpu-01.ise.illinois.edu.627156.443
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6033875edb67a195517b0e1071af3b6095d995d3257e07467aa59dd58096ebd
+size 1166
diff --git a/UCI_N4/ldlt/runs/wine/fold_1/best_state.pth b/UCI_N4/ldlt/runs/wine/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..eee01a02152cf4c4f28d3cc87e607208681f3b18
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5111d535a17f2e292339cc01c0265dde9101d84cb8ba0135f07579f2bb24ee65
+size 181173
diff --git a/UCI_N4/ldlt/runs/wine/fold_1/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.442 b/UCI_N4/ldlt/runs/wine/fold_1/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.442
new file mode 100644
index 0000000000000000000000000000000000000000..ae1162370965cbb49c354faf8090dbf383cf0e05
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_1/events.out.tfevents.1762562680.auvsl-gpu-01.ise.illinois.edu.627156.442
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97de77c2d3d3676a8ba38d8ae84624e224d60c8b6af4c5275a60b7b4729881f1
+size 13543
diff --git a/UCI_N4/ldlt/runs/wine/fold_2/1762562682.3118165/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.445 b/UCI_N4/ldlt/runs/wine/fold_2/1762562682.3118165/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.445
new file mode 100644
index 0000000000000000000000000000000000000000..df049f5e7c8b33e9a20f0228dccb5f739b579d7e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_2/1762562682.3118165/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.445
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9fff1c9b197622614c9583e66c8d7a71f1e6ab981c58b70fe2df2ad0957fa6ce
+size 1166
diff --git a/UCI_N4/ldlt/runs/wine/fold_2/best_state.pth b/UCI_N4/ldlt/runs/wine/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..293bf5e10d706cb6e5165fcc185d255de0846e4f
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c99923e82b39a777577010b37ebdd6d6073df796f6b91b649ffc804352873f4f
+size 181173
diff --git a/UCI_N4/ldlt/runs/wine/fold_3/1762562683.0860233/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.447 b/UCI_N4/ldlt/runs/wine/fold_3/1762562683.0860233/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.447
new file mode 100644
index 0000000000000000000000000000000000000000..7532ef98e5a4a4a1ce9dae9411af3632df7c7f48
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_3/1762562683.0860233/events.out.tfevents.1762562683.auvsl-gpu-01.ise.illinois.edu.627156.447
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d9fb0981a7c64e157545af8eb30e9f0a5545e76ea9534d8ed633880272c37f6
+size 1166
diff --git a/UCI_N4/ldlt/runs/wine/fold_3/best_state.pth b/UCI_N4/ldlt/runs/wine/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..3f73402db968d860f297e6f8d43696f8730e8f3c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc0cd0ee1a1cdf0cef4b26e98167abb7d15f8bd405564c308afd38ddf2edc666
+size 181173
diff --git a/UCI_N4/ldlt/runs/wine/fold_3/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.446 b/UCI_N4/ldlt/runs/wine/fold_3/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.446
new file mode 100644
index 0000000000000000000000000000000000000000..83e46705349d7d5ec65c9a4216f293086bab9c89
--- /dev/null
+++ b/UCI_N4/ldlt/runs/wine/fold_3/events.out.tfevents.1762562682.auvsl-gpu-01.ise.illinois.edu.627156.446
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff8e25feeae06698a0bf472c5d0c552f2879e35f7ced92bfab4b8feaf134e2b6
+size 15453
diff --git a/UCI_N4/ldlt/runs/yeast/fold_0/1762562714.5786982/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.505 b/UCI_N4/ldlt/runs/yeast/fold_0/1762562714.5786982/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.505
new file mode 100644
index 0000000000000000000000000000000000000000..31da5b99371d35a6bbd13d6eb23b51e4c0cc7d0c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_0/1762562714.5786982/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.505
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f0b704decdc110f625c1cd704c09e851901961a20e3e33ca82bb744d7dcd2d1
+size 1167
diff --git a/UCI_N4/ldlt/runs/yeast/fold_0/best_state.pth b/UCI_N4/ldlt/runs/yeast/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..743e3986e40f97e4f792af10c6d2a0efce68bd59
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a42c9f40202743a224c8af5450a44e7ca4a2d0a664148d4ee3be82e5e510ea70
+size 55605
diff --git a/UCI_N4/ldlt/runs/yeast/fold_0/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.504 b/UCI_N4/ldlt/runs/yeast/fold_0/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.504
new file mode 100644
index 0000000000000000000000000000000000000000..141eae9e66554d2ea97ee6792343bc1e378d897e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_0/events.out.tfevents.1762562708.auvsl-gpu-01.ise.illinois.edu.627158.504
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:523138a050257467902a6a96f4917d821e0cea8a0682b56fef3e74951e591439
+size 30352
diff --git a/UCI_N4/ldlt/runs/yeast/fold_1/1762562718.587357/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.507 b/UCI_N4/ldlt/runs/yeast/fold_1/1762562718.587357/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.507
new file mode 100644
index 0000000000000000000000000000000000000000..665a14d4266ac775edea11d9165bc6ff1ec6053c
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_1/1762562718.587357/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.507
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:607c9149c58954b4d87c371b9b8fd61e37db9edcccbd810738105a0b96c29e5c
+size 1167
diff --git a/UCI_N4/ldlt/runs/yeast/fold_1/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.506 b/UCI_N4/ldlt/runs/yeast/fold_1/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.506
new file mode 100644
index 0000000000000000000000000000000000000000..d204f2dc4e4bd767e2e3f631560d69f1592b6bd4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_1/events.out.tfevents.1762562714.auvsl-gpu-01.ise.illinois.edu.627158.506
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6848743ef33879c58320de9fbd17bb7f58a5f87788bcb59572d7ba6cc01d7ef
+size 22330
diff --git a/UCI_N4/ldlt/runs/yeast/fold_2/1762562722.8118224/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.509 b/UCI_N4/ldlt/runs/yeast/fold_2/1762562722.8118224/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.509
new file mode 100644
index 0000000000000000000000000000000000000000..6eaf2b664044b48de4ae6d249516fc542ec7b481
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_2/1762562722.8118224/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.509
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ff4a10725930b099bf7ef7068a17840ca4ce7b94977ba9fb5ad641cb5d96d0c
+size 1167
diff --git a/UCI_N4/ldlt/runs/yeast/fold_2/best_state.pth b/UCI_N4/ldlt/runs/yeast/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ab4012001ff042f1657dad13b5fa8d43fb16b682
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bbdd21b41a1ee447c59129c653bab4be9095af8cf3c20f807058ad06f0b63c13
+size 55605
diff --git a/UCI_N4/ldlt/runs/yeast/fold_2/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.508 b/UCI_N4/ldlt/runs/yeast/fold_2/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.508
new file mode 100644
index 0000000000000000000000000000000000000000..328bccf1d25f0dc25aa44dd2f003c3c3cfc431b4
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_2/events.out.tfevents.1762562718.auvsl-gpu-01.ise.illinois.edu.627158.508
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15c24af0da44fb7c1540d3ff14bbce5212df7c4afc502ea54b690d205d2214a8
+size 22712
diff --git a/UCI_N4/ldlt/runs/yeast/fold_3/1762562727.2984853/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.511 b/UCI_N4/ldlt/runs/yeast/fold_3/1762562727.2984853/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.511
new file mode 100644
index 0000000000000000000000000000000000000000..90bab301a7049b7228fa64185f74d3d37e03003b
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_3/1762562727.2984853/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.511
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8ef99eb9d4a3de826d28d6895997d20627c43a2847d0cf489c9158f603f8820
+size 1167
diff --git a/UCI_N4/ldlt/runs/yeast/fold_3/best_state.pth b/UCI_N4/ldlt/runs/yeast/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..26cc3dc6a77f9a1f705ccc5afba8dc8c8c78f7c6
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7b42aeb919066bfcc0c7116af3a13a259c229ebf05d3601b7f109b87fe84ccb1
+size 55605
diff --git a/UCI_N4/ldlt/runs/yeast/fold_3/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.510 b/UCI_N4/ldlt/runs/yeast/fold_3/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.510
new file mode 100644
index 0000000000000000000000000000000000000000..b92d52baa10549f0fc46a3c28565f00272e7d6e7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/yeast/fold_3/events.out.tfevents.1762562722.auvsl-gpu-01.ise.illinois.edu.627158.510
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fe451af2fddcd5e03488007fb319b9239b30a249e8e4c09759c8ea25020d9ec2
+size 24240
diff --git a/UCI_N4/ldlt/runs/zoo/fold_0/best_state.pth b/UCI_N4/ldlt/runs/zoo/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..9310e328dea84f94802e18f4a12eb6518419aa59
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e88c517dde84c3eb1e4a33996d96fdf5381fd9cc04ad52556a21c5e722cf1c4
+size 183349
diff --git a/UCI_N4/ldlt/runs/zoo/fold_0/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.512 b/UCI_N4/ldlt/runs/zoo/fold_0/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.512
new file mode 100644
index 0000000000000000000000000000000000000000..e6614b65d74adc49c3d85ae1de3b3b3b666cc01e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_0/events.out.tfevents.1762562727.auvsl-gpu-01.ise.illinois.edu.627158.512
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c27ff5e7f382aabb7ba3a35c3935d2dd0bb91f948eac954a172410a3b8fe34ad
+size 20802
diff --git a/UCI_N4/ldlt/runs/zoo/fold_1/1762562729.0786853/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.515 b/UCI_N4/ldlt/runs/zoo/fold_1/1762562729.0786853/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.515
new file mode 100644
index 0000000000000000000000000000000000000000..06cd4a5e7ae88424c9dd28ba243b7a7a6145cb86
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_1/1762562729.0786853/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.515
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6f34a6063f596d23127461a4fb0e044cde98f64753bdabbb62bb5501b8a2ad5e
+size 1165
diff --git a/UCI_N4/ldlt/runs/zoo/fold_1/best_state.pth b/UCI_N4/ldlt/runs/zoo/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..f3891cc41dd67a16de2197ff19b481fa99559e58
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bc05d35a281783ce110a7be237c94cb4ccb01334a2e396d3879e22a94c92015
+size 183349
diff --git a/UCI_N4/ldlt/runs/zoo/fold_1/events.out.tfevents.1762562728.auvsl-gpu-01.ise.illinois.edu.627158.514 b/UCI_N4/ldlt/runs/zoo/fold_1/events.out.tfevents.1762562728.auvsl-gpu-01.ise.illinois.edu.627158.514
new file mode 100644
index 0000000000000000000000000000000000000000..ea758e74d719d65d3dc80ae13d919f4d576d1178
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_1/events.out.tfevents.1762562728.auvsl-gpu-01.ise.illinois.edu.627158.514
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2d6a107ecc94a91ac8e7ef15da017517e5fd6d449deba937027f254535ac91b7
+size 18510
diff --git a/UCI_N4/ldlt/runs/zoo/fold_2/1762562729.7987003/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.517 b/UCI_N4/ldlt/runs/zoo/fold_2/1762562729.7987003/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.517
new file mode 100644
index 0000000000000000000000000000000000000000..fed9e897e4b8a96ad3d8bfcd8c0e5a921677632e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_2/1762562729.7987003/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.517
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e9e174b810be066f77164e327f2f0370f38b75bd296d2db29a33836b653b65f
+size 1165
diff --git a/UCI_N4/ldlt/runs/zoo/fold_2/best_state.pth b/UCI_N4/ldlt/runs/zoo/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..363ccba9d430116d29fa1770caeb4a2f1643b68e
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f02a53b6aaebadfb11821879d1ec2ee6cd9348549c7c7dfd4589a5bf4f60d636
+size 183349
diff --git a/UCI_N4/ldlt/runs/zoo/fold_3/1762562730.609966/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.519 b/UCI_N4/ldlt/runs/zoo/fold_3/1762562730.609966/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.519
new file mode 100644
index 0000000000000000000000000000000000000000..fef0d9ed63c1926da307c5f397243d59b7fb3212
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_3/1762562730.609966/events.out.tfevents.1762562730.auvsl-gpu-01.ise.illinois.edu.627158.519
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d6461be3f27b2c39002fc056221c93f90b28524f2d91581df69e2725f2305dd
+size 1165
diff --git a/UCI_N4/ldlt/runs/zoo/fold_3/best_state.pth b/UCI_N4/ldlt/runs/zoo/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2b8133b606e7084196c3c77aeb995407467a22ec
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2737c42039a27998816d11539b68ae39be058340454c9c3a007c5720aa21ecf8
+size 183349
diff --git a/UCI_N4/ldlt/runs/zoo/fold_3/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.518 b/UCI_N4/ldlt/runs/zoo/fold_3/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.518
new file mode 100644
index 0000000000000000000000000000000000000000..4da4992654e4648802e87aaf70149a3d4b1703f7
--- /dev/null
+++ b/UCI_N4/ldlt/runs/zoo/fold_3/events.out.tfevents.1762562729.auvsl-gpu-01.ise.illinois.edu.627158.518
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f96e9c416222841666486cfb16c0f967b1c1ea085c76f3f5a9e3ff5f481f503d
+size 18892
diff --git a/UCI_N4/sdp/runs/parkinsons/fold_2/1762560448.7059083/events.out.tfevents.1762560448.auvsl-gpu-01.ise.illinois.edu.627155.77 b/UCI_N4/sdp/runs/parkinsons/fold_2/1762560448.7059083/events.out.tfevents.1762560448.auvsl-gpu-01.ise.illinois.edu.627155.77
new file mode 100644
index 0000000000000000000000000000000000000000..27d7f162150a065db3a5a60166bd273ba479b1e7
--- /dev/null
+++ b/UCI_N4/sdp/runs/parkinsons/fold_2/1762560448.7059083/events.out.tfevents.1762560448.auvsl-gpu-01.ise.illinois.edu.627155.77
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d30b0785cc4ac51dac9b60ef6e68ccdb9dc6665a55c5c37b54dd4c38d0876a2b
+size 1171
diff --git a/UCI_N4/sdp/runs/pendigits/fold_1/best_state.pth b/UCI_N4/sdp/runs/pendigits/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7c50723424aec18af5962675842b845d1da094a9
--- /dev/null
+++ b/UCI_N4/sdp/runs/pendigits/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a4247425adcbae228ed52495a2bdde346688d4ffadbd1c87e65a410766b82887
+size 41141
diff --git a/UCI_N4/sdp/runs/pendigits/fold_2/best_state.pth b/UCI_N4/sdp/runs/pendigits/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..edceca299a0317568f400e05f18ed4cd686ae454
--- /dev/null
+++ b/UCI_N4/sdp/runs/pendigits/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d09fffa15d1e03d5c71172fcac4e98de39f6b74d361103942f4f9a87f050911e
+size 41141
diff --git a/UCI_N4/sdp/runs/pima/fold_1/events.out.tfevents.1762560488.auvsl-gpu-01.ise.illinois.edu.627157.146 b/UCI_N4/sdp/runs/pima/fold_1/events.out.tfevents.1762560488.auvsl-gpu-01.ise.illinois.edu.627157.146
new file mode 100644
index 0000000000000000000000000000000000000000..3d4184161fc10624c7d7a7b7c5114cd9fbc04876
--- /dev/null
+++ b/UCI_N4/sdp/runs/pima/fold_1/events.out.tfevents.1762560488.auvsl-gpu-01.ise.illinois.edu.627157.146
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92fcd386ead2366b4df548d9f81a59760319dbb99b30adc912aae10e74cbb98a
+size 18892
diff --git a/UCI_N4/sdp/runs/pima/fold_3/best_state.pth b/UCI_N4/sdp/runs/pima/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..667e7d8da6d160b57913f4d469ac0cfdb8bbf608
--- /dev/null
+++ b/UCI_N4/sdp/runs/pima/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:606a00cc856eca156f89ffcb547d640eaa9afa1e7404a20098b6a7ec5c836c10
+size 14389
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762560497.auvsl-gpu-01.ise.illinois.edu.627157.154 b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762560497.auvsl-gpu-01.ise.illinois.edu.627157.154
new file mode 100644
index 0000000000000000000000000000000000000000..1575297fde6764cc40f2df93264365fd7564682f
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_1/events.out.tfevents.1762560497.auvsl-gpu-01.ise.illinois.edu.627157.154
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77fc1c233947aa340e39bc3fa3bb59e55bd514ac3c85c5082e0b0e6c68b2b68c
+size 28442
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0316f852c9635629bad29618b312d71f88e2f588
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09048b317d852c7e732a60c2aabe3fbb16a4ece23267321125b7fd9c4aaff868
+size 13365
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762560498.auvsl-gpu-01.ise.illinois.edu.627157.158 b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762560498.auvsl-gpu-01.ise.illinois.edu.627157.158
new file mode 100644
index 0000000000000000000000000000000000000000..57c86af9fa4fd3b0d07c217b85968e9a35c7eb7d
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-MATERIAL/fold_3/events.out.tfevents.1762560498.auvsl-gpu-01.ise.illinois.edu.627157.158
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d4e326a847709096c5228d0acdb659b7e80d8d45f316e533f19622cdb37254bc
+size 27296
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/1762560501.245384/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.163 b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/1762560501.245384/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.163
new file mode 100644
index 0000000000000000000000000000000000000000..dbc0441008ae913b3ff929333fbf654368924a17
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/1762560501.245384/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.163
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9a609980bbd2aaec394319f6ebf44b025b18681cfaf89269f6a5e1d8c96243e
+size 1184
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762560500.auvsl-gpu-01.ise.illinois.edu.627157.162 b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762560500.auvsl-gpu-01.ise.illinois.edu.627157.162
new file mode 100644
index 0000000000000000000000000000000000000000..ed6ddd7c91fd798a2e3efacbc48533bc4854a540
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_1/events.out.tfevents.1762560500.auvsl-gpu-01.ise.illinois.edu.627157.162
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21d9b3463e118f3a607daad010cb3622cd02ec185cffefc10cbd6ab27da16b33
+size 17364
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7de5bf814b36435bc6eb1fc65ee11fd26d209156
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a003135dc3ed4716dfe6536152a2600cabec4b54d959c04683a66df8d043d9a6
+size 13365
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.164 b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.164
new file mode 100644
index 0000000000000000000000000000000000000000..391f4b4e9932113613639f26535dd559dc75f298
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_2/events.out.tfevents.1762560501.auvsl-gpu-01.ise.illinois.edu.627157.164
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa0df351369b2681bb335a0feb0ac11d4e4f376f83f6e05c5cd71502ce05f707
+size 28060
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..1d7c6ff1e757e10f4e571618a1b8a0ba23fc678c
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-REL-L/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87cb5c90baf72bda101f2aec6c19577f1ea32b26571aec8e7dd4e6cf595c527a
+size 13365
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e2a52efaca6b4489abd5bd6495f1d3e99325a4c8
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a04d252d45ed9142817c538ce82eb36816a682410e6cdbd305f673116146d4f5
+size 13365
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/1762560502.5260782/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.283 b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/1762560502.5260782/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.283
new file mode 100644
index 0000000000000000000000000000000000000000..00388358a9d3678a5861896bbf4034d1b613f1af
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/1762560502.5260782/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.283
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b27599429c6aec3f34f188086086dcd71786ef23868572e38ea8902783094802
+size 1183
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..fa057db4fb28321d7becef9a7ba268aa4e98f88a
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61882b3ee3e98f6108fdd353ec8bd56f14d4f78911188fef2dc66d067f649429
+size 13365
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.282 b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.282
new file mode 100644
index 0000000000000000000000000000000000000000..2d94f43181fbbd0a053a5ef7eaf0feec1f2df558
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_1/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.282
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07f82f9e351970091f98ad3d08bc20a6adb060362e4c9398258630a1595ceaec
+size 12397
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.284 b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.284
new file mode 100644
index 0000000000000000000000000000000000000000..b75dd0d96ca2e7d261bfc5b3b43ec3dfab87e87f
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_2/events.out.tfevents.1762560502.auvsl-gpu-01.ise.illinois.edu.627156.284
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6004d5647ff45e37a45ffd1425ff839262cfb646c7c3d1ffd1e5a59276261b2e
+size 29588
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_3/1762560504.3031125/events.out.tfevents.1762560504.auvsl-gpu-01.ise.illinois.edu.627156.287 b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_3/1762560504.3031125/events.out.tfevents.1762560504.auvsl-gpu-01.ise.illinois.edu.627156.287
new file mode 100644
index 0000000000000000000000000000000000000000..985fea6c5c49fbe890836cbe1325383a1496d9f7
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-SPAN/fold_3/1762560504.3031125/events.out.tfevents.1762560504.auvsl-gpu-01.ise.illinois.edu.627156.287
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b81c80e0906e819da03a3ec39eb0bdf96f1b079a6e638a9dd2bd2e7dd1e48710
+size 1183
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7f7e063487e6d1990e93e3f50fb96fc4d081c3ed
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d802776e7d7df5c4cf3676ec03ea18a5452dd495713b0c65caf8304fc4df620
+size 13301
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762560503.auvsl-gpu-01.ise.illinois.edu.627157.170 b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762560503.auvsl-gpu-01.ise.illinois.edu.627157.170
new file mode 100644
index 0000000000000000000000000000000000000000..e6f640618cd92a2096281f211ac0fede71f650ce
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/events.out.tfevents.1762560503.auvsl-gpu-01.ise.illinois.edu.627157.170
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8412d5043e6ce847d8a18e3608cf6480c993c0669c3829e5eee2be52ec1d6ca1
+size 29206
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/1762560506.6114264/events.out.tfevents.1762560506.auvsl-gpu-01.ise.illinois.edu.627157.175 b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/1762560506.6114264/events.out.tfevents.1762560506.auvsl-gpu-01.ise.illinois.edu.627157.175
new file mode 100644
index 0000000000000000000000000000000000000000..8bfb7c7c889a3902dbd666abd50ae0b5ac1b797f
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/1762560506.6114264/events.out.tfevents.1762560506.auvsl-gpu-01.ise.illinois.edu.627157.175
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b742523dd571515362020d52eec9fbafb8d13d8eec231ae3bf0b87f2a48687d2
+size 1185
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762560505.auvsl-gpu-01.ise.illinois.edu.627156.292 b/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762560505.auvsl-gpu-01.ise.illinois.edu.627156.292
new file mode 100644
index 0000000000000000000000000000000000000000..bd921160835dcb02ea05e7ec95a70205c19385d0
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_2/events.out.tfevents.1762560505.auvsl-gpu-01.ise.illinois.edu.627156.292
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8b3e45aa7c693bbe7cc84ac7c82bb25f6ec2f0c117e2745a5c3b1c21e55e39cd
+size 12397
diff --git a/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth b/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a76267244214b2ec9118ffb93c55702b7fd80f39
--- /dev/null
+++ b/UCI_N4/sdp/runs/pittsburg-bridges-TYPE/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b49cd6be2c862884c85b0107c4ec4c894a4a0a1161b40372caf20e07652be02
+size 13557
diff --git a/UCI_N4/sdp/runs/planning/fold_3/best_state.pth b/UCI_N4/sdp/runs/planning/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..873361db54eed34a7c5c8f2aa7f370fe20c5cc7b
--- /dev/null
+++ b/UCI_N4/sdp/runs/planning/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a174fd27fd61db783b7061eb5111a8811c67533d0158c69aedfbd4a0b4bfb3e
+size 18549
diff --git a/UCI_N4/sdp/runs/statlog-shuttle/fold_1/events.out.tfevents.1762560866.auvsl-gpu-01.ise.illinois.edu.627156.346 b/UCI_N4/sdp/runs/statlog-shuttle/fold_1/events.out.tfevents.1762560866.auvsl-gpu-01.ise.illinois.edu.627156.346
new file mode 100644
index 0000000000000000000000000000000000000000..1b7c909ecdc23e70b3a11180cbd688968f4f1397
--- /dev/null
+++ b/UCI_N4/sdp/runs/statlog-shuttle/fold_1/events.out.tfevents.1762560866.auvsl-gpu-01.ise.illinois.edu.627156.346
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f60c71a891e099d8a97e1edc3c6ee25c412666610b2781088ef786e31cd29416
+size 36846
diff --git a/UCI_N4/sdp/runs/statlog-shuttle/fold_3/1762561309.6010056/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.351 b/UCI_N4/sdp/runs/statlog-shuttle/fold_3/1762561309.6010056/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.351
new file mode 100644
index 0000000000000000000000000000000000000000..0661532ffe90a648aa557492610671814919b993
--- /dev/null
+++ b/UCI_N4/sdp/runs/statlog-shuttle/fold_3/1762561309.6010056/events.out.tfevents.1762561309.auvsl-gpu-01.ise.illinois.edu.627156.351
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3729751af0dc62bd27db2cef939434c70af153ea4c0477688a1fed26a4bb6650
+size 1176
diff --git a/UCI_N4/sdp/runs/statlog-vehicle/fold_3/events.out.tfevents.1762560692.auvsl-gpu-01.ise.illinois.edu.627155.134 b/UCI_N4/sdp/runs/statlog-vehicle/fold_3/events.out.tfevents.1762560692.auvsl-gpu-01.ise.illinois.edu.627155.134
new file mode 100644
index 0000000000000000000000000000000000000000..f3a1654baca90f9ccd651fa4a6a461b819348d39
--- /dev/null
+++ b/UCI_N4/sdp/runs/statlog-vehicle/fold_3/events.out.tfevents.1762560692.auvsl-gpu-01.ise.illinois.edu.627155.134
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:193f6ee0d59eab56e3937cf6027efbfa506d2f52fb21ebb06c27f93ebb067191
+size 31498
diff --git a/UCI_N4/sdp/runs/steel-plates/fold_0/best_state.pth b/UCI_N4/sdp/runs/steel-plates/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a505b9c752ba64e4bca25db7c3a0314f4c9a3af0
--- /dev/null
+++ b/UCI_N4/sdp/runs/steel-plates/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75f37eab47cac3193b105bc36db0f91178e53da0e7f5967312703ea996332528
+size 121205
diff --git a/UCI_N4/sdp/runs/synthetic-control/fold_1/1762560737.3932366/events.out.tfevents.1762560737.auvsl-gpu-01.ise.illinois.edu.627155.147 b/UCI_N4/sdp/runs/synthetic-control/fold_1/1762560737.3932366/events.out.tfevents.1762560737.auvsl-gpu-01.ise.illinois.edu.627155.147
new file mode 100644
index 0000000000000000000000000000000000000000..bb2f26d135fafe2fa2bf86d513121bb1e39887ce
--- /dev/null
+++ b/UCI_N4/sdp/runs/synthetic-control/fold_1/1762560737.3932366/events.out.tfevents.1762560737.auvsl-gpu-01.ise.illinois.edu.627155.147
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0163c3b22c23e4b9c929db4d3700a3cf9a0c8536c2b20fa234da0ad2a8d7ee7
+size 1178
diff --git a/UCI_N4/sdp/runs/synthetic-control/fold_1/best_state.pth b/UCI_N4/sdp/runs/synthetic-control/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..ad549ad4286a754be6d501b54e8b6f06e7262945
--- /dev/null
+++ b/UCI_N4/sdp/runs/synthetic-control/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83f1d73925875b2230cc3630b44c70f8407e50fba5ca71e4a1dd54a635242933
+size 507637
diff --git a/UCI_N4/sdp/runs/synthetic-control/fold_3/events.out.tfevents.1762560739.auvsl-gpu-01.ise.illinois.edu.627155.150 b/UCI_N4/sdp/runs/synthetic-control/fold_3/events.out.tfevents.1762560739.auvsl-gpu-01.ise.illinois.edu.627155.150
new file mode 100644
index 0000000000000000000000000000000000000000..e80ca8e0bbba7a4f9894ef30eb8a5bac03be3ac4
--- /dev/null
+++ b/UCI_N4/sdp/runs/synthetic-control/fold_3/events.out.tfevents.1762560739.auvsl-gpu-01.ise.illinois.edu.627155.150
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e594d17ecb4736c6128fd2c4f71b317dfbdcd9a9291c8a8b2d2e9b4aa2aac97f
+size 20038
diff --git a/UCI_N4/sdp/runs/teaching/fold_0/1762560742.3397336/events.out.tfevents.1762560742.auvsl-gpu-01.ise.illinois.edu.627155.153 b/UCI_N4/sdp/runs/teaching/fold_0/1762560742.3397336/events.out.tfevents.1762560742.auvsl-gpu-01.ise.illinois.edu.627155.153
new file mode 100644
index 0000000000000000000000000000000000000000..345d402de2b678e33f2a600256934275babbb728
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_0/1762560742.3397336/events.out.tfevents.1762560742.auvsl-gpu-01.ise.illinois.edu.627155.153
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:93b4786c4c6bf5ba3162634998b611c0cd2d79bdb79f4d45f2f88ab054c6142e
+size 1169
diff --git a/UCI_N4/sdp/runs/teaching/fold_0/events.out.tfevents.1762560741.auvsl-gpu-01.ise.illinois.edu.627155.152 b/UCI_N4/sdp/runs/teaching/fold_0/events.out.tfevents.1762560741.auvsl-gpu-01.ise.illinois.edu.627155.152
new file mode 100644
index 0000000000000000000000000000000000000000..bc45dddb7f4047351cda04bc98bf7bc4a6b55c7a
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_0/events.out.tfevents.1762560741.auvsl-gpu-01.ise.illinois.edu.627155.152
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce910ed3363ceec34d19328f982ea48817829c5615f4083c10f511aaec5969b2
+size 17746
diff --git a/UCI_N4/sdp/runs/teaching/fold_1/best_state.pth b/UCI_N4/sdp/runs/teaching/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..870716227800f8276cc3c5df8c4caf489c7d6d67
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6350e60b9786579fdd39a4ca450a49c5d8805083f52e8bbdc945c713b3e0ba78
+size 11253
diff --git a/UCI_N4/sdp/runs/teaching/fold_2/1762560743.6789124/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.157 b/UCI_N4/sdp/runs/teaching/fold_2/1762560743.6789124/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.157
new file mode 100644
index 0000000000000000000000000000000000000000..7b85830126bb291b6937fd8c868f542c05d2aaf6
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_2/1762560743.6789124/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.157
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f538cee0b85a7ac2fb96fc3b1904133acb7678dea4bea5a9a54bfef067bd548
+size 1169
diff --git a/UCI_N4/sdp/runs/teaching/fold_2/best_state.pth b/UCI_N4/sdp/runs/teaching/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..e67e277c477c5b9a1c22b02497354a4b2e796665
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f875bd0f2caf4aa9b639c2cbc8a33921506cd4a641ebb0fb6b89e9a1711770dc
+size 11253
diff --git a/UCI_N4/sdp/runs/teaching/fold_2/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.156 b/UCI_N4/sdp/runs/teaching/fold_2/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.156
new file mode 100644
index 0000000000000000000000000000000000000000..8ef2f851acf8c4365ee58ec4ec2e5b002bce273c
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_2/events.out.tfevents.1762560743.auvsl-gpu-01.ise.illinois.edu.627155.156
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52a1f3299e017f381f38a76db0bd58495692139d877c623ea3ea0cd82d7850ec
+size 12397
diff --git a/UCI_N4/sdp/runs/teaching/fold_3/best_state.pth b/UCI_N4/sdp/runs/teaching/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a097105e48ea3c2d1731794189e166b4784e3b7d
--- /dev/null
+++ b/UCI_N4/sdp/runs/teaching/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e9b6c0655e47b07758a0261515806459d424a6426ceaa3d77c4f7de4b9a51bc
+size 11253
diff --git a/UCI_N4/sdp/runs/thyroid/fold_0/events.out.tfevents.1762560744.auvsl-gpu-01.ise.illinois.edu.627155.160 b/UCI_N4/sdp/runs/thyroid/fold_0/events.out.tfevents.1762560744.auvsl-gpu-01.ise.illinois.edu.627155.160
new file mode 100644
index 0000000000000000000000000000000000000000..a92b729edc8a79fad48dea1dd77b4db07fcbd81c
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_0/events.out.tfevents.1762560744.auvsl-gpu-01.ise.illinois.edu.627155.160
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6deb478d988fd7dd6608d03990075201d364afd01da53a04e862c84b8fe4faf4
+size 18128
diff --git a/UCI_N4/sdp/runs/thyroid/fold_1/best_state.pth b/UCI_N4/sdp/runs/thyroid/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..0b7a7e21470a35e258d4bfed7bab74f817d581f2
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80b57f92b1bf4eea478a8d784e8165dd12a8b073c85b25749812ef9caba6e3e8
+size 50549
diff --git a/UCI_N4/sdp/runs/thyroid/fold_1/events.out.tfevents.1762560767.auvsl-gpu-01.ise.illinois.edu.627155.162 b/UCI_N4/sdp/runs/thyroid/fold_1/events.out.tfevents.1762560767.auvsl-gpu-01.ise.illinois.edu.627155.162
new file mode 100644
index 0000000000000000000000000000000000000000..9f066d3bf52923c5a67b6a151081835185141b7d
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_1/events.out.tfevents.1762560767.auvsl-gpu-01.ise.illinois.edu.627155.162
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7fd708ef4ea9436c6029b8a2ae1fac3c609777bb28d4ab3986cdb8bbee992307
+size 16982
diff --git a/UCI_N4/sdp/runs/thyroid/fold_2/1762560811.6392865/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.165 b/UCI_N4/sdp/runs/thyroid/fold_2/1762560811.6392865/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.165
new file mode 100644
index 0000000000000000000000000000000000000000..a5b1119b2b2529bcfabac7e10738f33079d7d8bd
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_2/1762560811.6392865/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.165
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:96cc4460582b85e4c956984931472a8f52cace7290952b9034c973885d51c56d
+size 1168
diff --git a/UCI_N4/sdp/runs/thyroid/fold_2/best_state.pth b/UCI_N4/sdp/runs/thyroid/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..cefa6548ccfe02094c07f4596e1007e777fb1a75
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eff98508ffaac5912df89b9a8436e2cbca3e05f3bb8efd8024d907d075443478
+size 50549
diff --git a/UCI_N4/sdp/runs/thyroid/fold_2/events.out.tfevents.1762560788.auvsl-gpu-01.ise.illinois.edu.627155.164 b/UCI_N4/sdp/runs/thyroid/fold_2/events.out.tfevents.1762560788.auvsl-gpu-01.ise.illinois.edu.627155.164
new file mode 100644
index 0000000000000000000000000000000000000000..688a80beabab0c4805793d078ad19bb5e6d5b0bf
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_2/events.out.tfevents.1762560788.auvsl-gpu-01.ise.illinois.edu.627155.164
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d0ed5c2001a251a31c0df7d3fe26062db1d38afe1490697268a4884ef476553
+size 17746
diff --git a/UCI_N4/sdp/runs/thyroid/fold_3/1762560826.827833/events.out.tfevents.1762560826.auvsl-gpu-01.ise.illinois.edu.627155.167 b/UCI_N4/sdp/runs/thyroid/fold_3/1762560826.827833/events.out.tfevents.1762560826.auvsl-gpu-01.ise.illinois.edu.627155.167
new file mode 100644
index 0000000000000000000000000000000000000000..881da6ef193fdba81ccc140bc15b60b94cfdb551
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_3/1762560826.827833/events.out.tfevents.1762560826.auvsl-gpu-01.ise.illinois.edu.627155.167
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc64070c79a99a70a36eff4ac53b504383fa3d8276690cb4c18f4c90fa2e91cc
+size 1168
diff --git a/UCI_N4/sdp/runs/thyroid/fold_3/best_state.pth b/UCI_N4/sdp/runs/thyroid/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b0dedd3399845e7743f43da7a48db4df55effdb7
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db2fd015c98fd9a8c6307f5f3f943b3411d1c0a6dcb3c4f6014edd67a19f1b50
+size 50549
diff --git a/UCI_N4/sdp/runs/thyroid/fold_3/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.166 b/UCI_N4/sdp/runs/thyroid/fold_3/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.166
new file mode 100644
index 0000000000000000000000000000000000000000..a1faaac6c2a7f8f79de13e4b07b03f27704dc605
--- /dev/null
+++ b/UCI_N4/sdp/runs/thyroid/fold_3/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627155.166
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d4f189848c049996dbda2804c9f8c48df99e17cd967ea74dd9ebdea163d3bc3
+size 12397
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_0/1762560785.466374/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.233 b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/1762560785.466374/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.233
new file mode 100644
index 0000000000000000000000000000000000000000..f50edbba02134d17e8cb1b56e8f08006e2d44bed
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/1762560785.466374/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.233
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80fb1dbf22c48bb51ba857677e72264bbec4a555382043f62a9ebd8ccdb2f5fb
+size 1172
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_0/best_state.pth b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..b9430533256e44ef5e534ae88c0e29747fa6cc32
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13ca11193da42d65caac0984359a6ccd905e937e19e001989c055f8b10d216f0
+size 15413
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_0/events.out.tfevents.1762560780.auvsl-gpu-01.ise.illinois.edu.627157.232 b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/events.out.tfevents.1762560780.auvsl-gpu-01.ise.illinois.edu.627157.232
new file mode 100644
index 0000000000000000000000000000000000000000..1845bb02212790d475ad6efa856adc822a35046f
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_0/events.out.tfevents.1762560780.auvsl-gpu-01.ise.illinois.edu.627157.232
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d419ae3af2d7788b438c50eff18bd593cae85fcf6fc420822c19496afbc0e476
+size 38756
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_1/1762560787.290948/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.235 b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/1762560787.290948/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.235
new file mode 100644
index 0000000000000000000000000000000000000000..9b2ac963d16cdcafc823af8546aa9f43369eb780
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/1762560787.290948/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.235
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f649d83866d8663205d13cd124becf8eff5e063fb1a61a3e5089c9a64b17a86e
+size 1172
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_1/best_state.pth b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2f3bfc8eb1e11842bad294100ea8337f84a19c84
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7008bdad476f6543f2c163a6e58a9436f0b4a0139c16a932838b6f8557394f1a
+size 15413
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_1/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.234 b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.234
new file mode 100644
index 0000000000000000000000000000000000000000..847305a9f30d2ac04fdd848c69a81b459086d7cb
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_1/events.out.tfevents.1762560785.auvsl-gpu-01.ise.illinois.edu.627157.234
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:306da13607f2628a76cb40cd2e5fbe202625aa42cbd880edd6e67682e208ac45
+size 12779
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_2/best_state.pth b/UCI_N4/sdp/runs/tic-tac-toe/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2a4c4cf96367c296b11c142bfc277fa701d180ef
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4eb0e4f202115b793dbab9c27fe90912ce864875e2f34c5baf241e59041163ea
+size 15413
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_2/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.236 b/UCI_N4/sdp/runs/tic-tac-toe/fold_2/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.236
new file mode 100644
index 0000000000000000000000000000000000000000..9c1465e78dd309c930a0abf2240a086bdb6c1a01
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_2/events.out.tfevents.1762560787.auvsl-gpu-01.ise.illinois.edu.627157.236
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3517eb034403220e3fabc1955f4ae8b0e9789b94a22ee1be141cd99f673e5542
+size 38756
diff --git a/UCI_N4/sdp/runs/tic-tac-toe/fold_3/1762560795.0349026/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.239 b/UCI_N4/sdp/runs/tic-tac-toe/fold_3/1762560795.0349026/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.239
new file mode 100644
index 0000000000000000000000000000000000000000..be0a4bc73a78a2ce187635b3fc8738c35e10f34d
--- /dev/null
+++ b/UCI_N4/sdp/runs/tic-tac-toe/fold_3/1762560795.0349026/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.239
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3e3e4410670b9481b26c529d2ff74f65dcbc7dc0db6c0a630e733570dfb69ffa
+size 1172
diff --git a/UCI_N4/sdp/runs/titanic/fold_0/1762560799.0133421/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.241 b/UCI_N4/sdp/runs/titanic/fold_0/1762560799.0133421/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.241
new file mode 100644
index 0000000000000000000000000000000000000000..5cc3ee2eb95b86f8411f252b481893a7f80b5347
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_0/1762560799.0133421/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.241
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:584a7a86efc118e1259d8eebf047e7d078030f57324ec5384f3132c65e73a72a
+size 1168
diff --git a/UCI_N4/sdp/runs/titanic/fold_0/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.240 b/UCI_N4/sdp/runs/titanic/fold_0/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.240
new file mode 100644
index 0000000000000000000000000000000000000000..21fb3100649cdf1212404a1645a66db49a6f8179
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_0/events.out.tfevents.1762560795.auvsl-gpu-01.ise.illinois.edu.627157.240
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fad235154b8ab34882564c3cf006ca6d0ac7bcf9d25b4ae0737f4e266d0e7f15
+size 14689
diff --git a/UCI_N4/sdp/runs/titanic/fold_1/1762560803.409613/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.243 b/UCI_N4/sdp/runs/titanic/fold_1/1762560803.409613/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.243
new file mode 100644
index 0000000000000000000000000000000000000000..55115b9d588215585b810a139dd434bcea90866a
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_1/1762560803.409613/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.243
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9d5e1ed0fa23109837012331805a53fef9af7e8f223ea28f60f3c973850311a
+size 1168
diff --git a/UCI_N4/sdp/runs/titanic/fold_1/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.242 b/UCI_N4/sdp/runs/titanic/fold_1/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.242
new file mode 100644
index 0000000000000000000000000000000000000000..fa6f70fc9bf0e5f7735e7b5abdc3b65c459ec402
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_1/events.out.tfevents.1762560799.auvsl-gpu-01.ise.illinois.edu.627157.242
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acec0a06e176c372781cfe01e84d6ab505e45752e8953e1bf98fc853fcb237db
+size 17364
diff --git a/UCI_N4/sdp/runs/titanic/fold_2/1762560806.6023188/events.out.tfevents.1762560806.auvsl-gpu-01.ise.illinois.edu.627157.245 b/UCI_N4/sdp/runs/titanic/fold_2/1762560806.6023188/events.out.tfevents.1762560806.auvsl-gpu-01.ise.illinois.edu.627157.245
new file mode 100644
index 0000000000000000000000000000000000000000..50ca04500c3050990c975fc0b5cc76f45843f0e0
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_2/1762560806.6023188/events.out.tfevents.1762560806.auvsl-gpu-01.ise.illinois.edu.627157.245
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6fee52378707399f5353514bd21eeb218625694bc907812bfa0f57a9b6b1761b
+size 1168
diff --git a/UCI_N4/sdp/runs/titanic/fold_2/best_state.pth b/UCI_N4/sdp/runs/titanic/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..bf3fc9fe3a33f15424f08b3afff2846193f1acd4
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9f5e6db005f2bade7f95242c8b7f88a942f3e49fdb07e86a9320f69c922c404
+size 11253
diff --git a/UCI_N4/sdp/runs/titanic/fold_2/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.244 b/UCI_N4/sdp/runs/titanic/fold_2/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.244
new file mode 100644
index 0000000000000000000000000000000000000000..2df5480ec6b4e0da4513456f164ea51f80f862a5
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_2/events.out.tfevents.1762560803.auvsl-gpu-01.ise.illinois.edu.627157.244
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3ca52dde80b44500a9430cdd3f7ccb282f583b9dc42617c595472637106fef1
+size 12779
diff --git a/UCI_N4/sdp/runs/titanic/fold_3/1762560809.8473032/events.out.tfevents.1762560809.auvsl-gpu-01.ise.illinois.edu.627157.247 b/UCI_N4/sdp/runs/titanic/fold_3/1762560809.8473032/events.out.tfevents.1762560809.auvsl-gpu-01.ise.illinois.edu.627157.247
new file mode 100644
index 0000000000000000000000000000000000000000..c9b47bb4a84714b3d3261b12253e4c650665c6a8
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_3/1762560809.8473032/events.out.tfevents.1762560809.auvsl-gpu-01.ise.illinois.edu.627157.247
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3fab1094723065cf7558ec0f94035942c2bc38090e57d73df1b72a511e01a890
+size 1168
diff --git a/UCI_N4/sdp/runs/titanic/fold_3/best_state.pth b/UCI_N4/sdp/runs/titanic/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..6512c4b3403c1f191e1757b7a05649d473c5d98f
--- /dev/null
+++ b/UCI_N4/sdp/runs/titanic/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5506f21ccf8b6c2797190169401e8ceaab1fe14ced8a03c65d06a179c567e5ff
+size 11253
diff --git a/UCI_N4/sdp/runs/trains/fold_0/1762560810.3638792/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.249 b/UCI_N4/sdp/runs/trains/fold_0/1762560810.3638792/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.249
new file mode 100644
index 0000000000000000000000000000000000000000..af4ec093102cd8da86b15a375e5da2ee2493090a
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_0/1762560810.3638792/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.249
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32cd5d7bce3e57851ab979fcb4ca9968143dc6be3061f408cb5b26450af31725
+size 1167
diff --git a/UCI_N4/sdp/runs/trains/fold_0/best_state.pth b/UCI_N4/sdp/runs/trains/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4927b5682de7fde3cc65f80719f5c20f1ea8014c
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:798df12f576d31ead7901c0668c3b2feb55056a604290230eb0a974efde945b1
+size 128373
diff --git a/UCI_N4/sdp/runs/trains/fold_1/1762560810.9034379/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.251 b/UCI_N4/sdp/runs/trains/fold_1/1762560810.9034379/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.251
new file mode 100644
index 0000000000000000000000000000000000000000..ab469ab3c3c0212b6e939110230909ef6cec56f8
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_1/1762560810.9034379/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.251
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ce56c7742993f7e7f12c5cbef7a33c218e2162e8cd2bf6dbab8408c6b4f1c1b
+size 1167
diff --git a/UCI_N4/sdp/runs/trains/fold_1/best_state.pth b/UCI_N4/sdp/runs/trains/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..be005fc6a88f08e70c8a5334d422734fef3f94d0
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3cbb8eb81681a966a34f89dc2e7ede3aac5a7090197af3f50d8c130ac3fe3753
+size 128373
diff --git a/UCI_N4/sdp/runs/trains/fold_1/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.250 b/UCI_N4/sdp/runs/trains/fold_1/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.250
new file mode 100644
index 0000000000000000000000000000000000000000..c862eb6224fd4afe57a0d5cfc3e418c7b9411790
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_1/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.250
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30f3a8134d46ab3beb09d42590ca603cb29eb30422d0c91be02bc25023eaec08
+size 14307
diff --git a/UCI_N4/sdp/runs/trains/fold_2/1762560811.8515916/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627157.253 b/UCI_N4/sdp/runs/trains/fold_2/1762560811.8515916/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627157.253
new file mode 100644
index 0000000000000000000000000000000000000000..78d2450315f574867b7a4e324ee732b168b3125c
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_2/1762560811.8515916/events.out.tfevents.1762560811.auvsl-gpu-01.ise.illinois.edu.627157.253
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:422955ab9a2110437bf39bebfa9358120cdb667566b44ff95ef8ea3250e7449f
+size 1167
diff --git a/UCI_N4/sdp/runs/trains/fold_2/best_state.pth b/UCI_N4/sdp/runs/trains/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..206f4f558db2aa2a514b5ae1bfc1401ec1a91f1d
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecb77acf7c58a583b00f6e0ccb4d1052fb5c959fa9d6ebe058572032f63d455b
+size 128373
diff --git a/UCI_N4/sdp/runs/trains/fold_2/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.252 b/UCI_N4/sdp/runs/trains/fold_2/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.252
new file mode 100644
index 0000000000000000000000000000000000000000..17bcaf05805c608631807636991b67d5fb22216b
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_2/events.out.tfevents.1762560810.auvsl-gpu-01.ise.illinois.edu.627157.252
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f29ca800db25ece49ae6300d0d9a24f4ff610428af27880868700eff170bcad9
+size 22712
diff --git a/UCI_N4/sdp/runs/trains/fold_3/1762560812.373644/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.255 b/UCI_N4/sdp/runs/trains/fold_3/1762560812.373644/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.255
new file mode 100644
index 0000000000000000000000000000000000000000..081444d1291741a28676e579b66b4a2cd2c09136
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_3/1762560812.373644/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.255
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8898382e7d601f09f4097b493be773872ab48e5fb16052ccb03bf978d45d1c21
+size 1167
diff --git a/UCI_N4/sdp/runs/trains/fold_3/best_state.pth b/UCI_N4/sdp/runs/trains/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..a64dda2a03901e227a55ea129c322a47b6aa9f52
--- /dev/null
+++ b/UCI_N4/sdp/runs/trains/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6b73920287d61137dcaed5b7ec19c85db4d93b674fc16d86e0a8988c24da9a9
+size 128373
diff --git a/UCI_N4/sdp/runs/twonorm/fold_0/1762560829.867568/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.257 b/UCI_N4/sdp/runs/twonorm/fold_0/1762560829.867568/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.257
new file mode 100644
index 0000000000000000000000000000000000000000..9ede28f9d1d5095f7f5849422625c738601bdd98
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_0/1762560829.867568/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.257
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4f2e830ebbbb276ebe8c2f55c7f0d8ccf795e8f312ef5995a7328169223f2c5
+size 1168
diff --git a/UCI_N4/sdp/runs/twonorm/fold_0/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.256 b/UCI_N4/sdp/runs/twonorm/fold_0/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.256
new file mode 100644
index 0000000000000000000000000000000000000000..8d6d6fd165d3db7ef15b6a5ee6be758efdf94aae
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_0/events.out.tfevents.1762560812.auvsl-gpu-01.ise.illinois.edu.627157.256
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea312af1530cc2029884a1009ca9b4ab492ef6b8efb2bd600af1a19f9e5dfeef
+size 21184
diff --git a/UCI_N4/sdp/runs/twonorm/fold_1/best_state.pth b/UCI_N4/sdp/runs/twonorm/fold_1/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..2db883a98f23dce68473c290785c1963a3e558ed
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_1/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f432cba7227eab554801f3b2a2110c699de4f404f06305aa264c0e6f964db565
+size 48373
diff --git a/UCI_N4/sdp/runs/twonorm/fold_1/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.258 b/UCI_N4/sdp/runs/twonorm/fold_1/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.258
new file mode 100644
index 0000000000000000000000000000000000000000..dde89f2562a50efc8bd6e7d24aeb5b98abcd5023
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_1/events.out.tfevents.1762560829.auvsl-gpu-01.ise.illinois.edu.627157.258
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c017d03a3ce0e791b8494724b8e5b5be6920b4031a005f803a9717769d2f662b
+size 14307
diff --git a/UCI_N4/sdp/runs/twonorm/fold_2/1762560853.7296813/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.261 b/UCI_N4/sdp/runs/twonorm/fold_2/1762560853.7296813/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.261
new file mode 100644
index 0000000000000000000000000000000000000000..1f7e4d19850ac097b1d68cacf14d3dc007e03209
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_2/1762560853.7296813/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.261
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30d40f2b3dca37f8f64ec6421a77f8dba44339b26a0ef24764e3d2694f49a2a7
+size 1168
diff --git a/UCI_N4/sdp/runs/twonorm/fold_2/best_state.pth b/UCI_N4/sdp/runs/twonorm/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..813745725bf803da49562f07b5e4d7366df4c58f
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d9c589ae4f3a329fe42b71c3cb417cd25f27abe8686f920548e7330a9961198d
+size 48373
diff --git a/UCI_N4/sdp/runs/twonorm/fold_2/events.out.tfevents.1762560842.auvsl-gpu-01.ise.illinois.edu.627157.260 b/UCI_N4/sdp/runs/twonorm/fold_2/events.out.tfevents.1762560842.auvsl-gpu-01.ise.illinois.edu.627157.260
new file mode 100644
index 0000000000000000000000000000000000000000..217809622360c9165c8d6de53e0254bca850f529
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_2/events.out.tfevents.1762560842.auvsl-gpu-01.ise.illinois.edu.627157.260
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01d40d0f0e5092c6fe9c11843a9781ae1c88d2f978040cec3c6e70fe41e56fbf
+size 13543
diff --git a/UCI_N4/sdp/runs/twonorm/fold_3/1762560867.2201982/events.out.tfevents.1762560867.auvsl-gpu-01.ise.illinois.edu.627157.263 b/UCI_N4/sdp/runs/twonorm/fold_3/1762560867.2201982/events.out.tfevents.1762560867.auvsl-gpu-01.ise.illinois.edu.627157.263
new file mode 100644
index 0000000000000000000000000000000000000000..a181060032576732eb58514a16ba97d67167e0d6
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_3/1762560867.2201982/events.out.tfevents.1762560867.auvsl-gpu-01.ise.illinois.edu.627157.263
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58d178ac94a6dd5bcf18455142009fba9e784248dbb45f4b665bae043aec81f3
+size 1168
diff --git a/UCI_N4/sdp/runs/twonorm/fold_3/best_state.pth b/UCI_N4/sdp/runs/twonorm/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..7dee17a0e05ac93c1157b85ab91d4e2635021507
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:097ec83cc31f3d3466503c78fcf7f4dbd1db42cde2545fbf95cd8d9add44c259
+size 48373
diff --git a/UCI_N4/sdp/runs/twonorm/fold_3/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.262 b/UCI_N4/sdp/runs/twonorm/fold_3/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.262
new file mode 100644
index 0000000000000000000000000000000000000000..408e9d1ca1e25161a6a49217ca01dab37c90393e
--- /dev/null
+++ b/UCI_N4/sdp/runs/twonorm/fold_3/events.out.tfevents.1762560853.auvsl-gpu-01.ise.illinois.edu.627157.262
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9ad10bfecdc6644407057161d06bda8c5847e5f5ecc38a01c7862e7f0636279
+size 15836
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/1762560828.3590896/events.out.tfevents.1762560828.auvsl-gpu-01.ise.illinois.edu.627155.169 b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/1762560828.3590896/events.out.tfevents.1762560828.auvsl-gpu-01.ise.illinois.edu.627155.169
new file mode 100644
index 0000000000000000000000000000000000000000..90884625d93d3da830f86ff6264905fa6e95bfc8
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/1762560828.3590896/events.out.tfevents.1762560828.auvsl-gpu-01.ise.illinois.edu.627155.169
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5d4894691054c670d28451a309e06e5a74cd37530dc072d878ba998195ea09e
+size 1185
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/best_state.pth b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..64b360b0a7497404a1e55b0eadc51d739369def3
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d48a617cd0e26c9d0df51b1936c079c6c678a5f33cb52e21a9aa51a2963f11ce
+size 12277
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_1/1762560830.4249563/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.171 b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_1/1762560830.4249563/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.171
new file mode 100644
index 0000000000000000000000000000000000000000..296796e83152ca0f582a1248662fce5bec13cf83
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_1/1762560830.4249563/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.171
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fe1dc88a38964866eb0d7979a45603fd76787abb9d6dc248d2b12675aa473dd
+size 1185
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/1762560831.9014552/events.out.tfevents.1762560831.auvsl-gpu-01.ise.illinois.edu.627155.173 b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/1762560831.9014552/events.out.tfevents.1762560831.auvsl-gpu-01.ise.illinois.edu.627155.173
new file mode 100644
index 0000000000000000000000000000000000000000..e697d4e277e819cf8ccb3680b6eb03e0cd33dd42
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/1762560831.9014552/events.out.tfevents.1762560831.auvsl-gpu-01.ise.illinois.edu.627155.173
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2e4fc1d33b480f36750e7949d6d272542b11f397cff64ef1e383e3600646438
+size 1185
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/best_state.pth b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4ed73fb3e325aa0d0eec0f194236de05d32fc4b1
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f994ad0a0ee675c4cf76d79120fa40ce7f3e2f2a1de0cdb50ea17a68c0a1594
+size 12277
diff --git a/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.172 b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.172
new file mode 100644
index 0000000000000000000000000000000000000000..44fb6add332284b22c9788ce9787b80304581d09
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-2clases/fold_2/events.out.tfevents.1762560830.auvsl-gpu-01.ise.illinois.edu.627155.172
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdc112ff7fc70a60b07db9787fc59196c6ac12d9dcc3b6799bf2cf4ee0a2a6db
+size 22330
diff --git a/UCI_N4/sdp/runs/vertebral-column-3clases/fold_0/1762560834.7447774/events.out.tfevents.1762560834.auvsl-gpu-01.ise.illinois.edu.627155.177 b/UCI_N4/sdp/runs/vertebral-column-3clases/fold_0/1762560834.7447774/events.out.tfevents.1762560834.auvsl-gpu-01.ise.illinois.edu.627155.177
new file mode 100644
index 0000000000000000000000000000000000000000..b3ffe99a1ac28cc952727523e7990c5bf9103e26
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-3clases/fold_0/1762560834.7447774/events.out.tfevents.1762560834.auvsl-gpu-01.ise.illinois.edu.627155.177
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a8b58063acb52e0adb3f9b8a3d8a47b1e602a1aaaaeebe36c4bac6d7607008c
+size 1185
diff --git a/UCI_N4/sdp/runs/vertebral-column-3clases/fold_3/1762560839.094063/events.out.tfevents.1762560839.auvsl-gpu-01.ise.illinois.edu.627155.183 b/UCI_N4/sdp/runs/vertebral-column-3clases/fold_3/1762560839.094063/events.out.tfevents.1762560839.auvsl-gpu-01.ise.illinois.edu.627155.183
new file mode 100644
index 0000000000000000000000000000000000000000..65f7f8b5f4aac9f20cac200e5e85fadc3fb9daf2
--- /dev/null
+++ b/UCI_N4/sdp/runs/vertebral-column-3clases/fold_3/1762560839.094063/events.out.tfevents.1762560839.auvsl-gpu-01.ise.illinois.edu.627155.183
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e857f85070e8570baf759d868fd45a110817f0b97cd0803b9369391e9a79f15
+size 1185
diff --git a/UCI_N4/sdp/runs/wall-following/fold_2/best_state.pth b/UCI_N4/sdp/runs/wall-following/fold_2/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..174342f4fe5d8bb662f1551d0ba94d53bd16d81c
--- /dev/null
+++ b/UCI_N4/sdp/runs/wall-following/fold_2/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e92107d9288e0f4a815f29fc7563dfa1891b9e049c3ff7c75677dc7844e0798
+size 57013
diff --git a/UCI_N4/sdp/runs/wall-following/fold_2/events.out.tfevents.1762560877.auvsl-gpu-01.ise.illinois.edu.627155.188 b/UCI_N4/sdp/runs/wall-following/fold_2/events.out.tfevents.1762560877.auvsl-gpu-01.ise.illinois.edu.627155.188
new file mode 100644
index 0000000000000000000000000000000000000000..dfcb81da1295692f023d0eaf7ed7e249aeeccacc
--- /dev/null
+++ b/UCI_N4/sdp/runs/wall-following/fold_2/events.out.tfevents.1762560877.auvsl-gpu-01.ise.illinois.edu.627155.188
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8f8e9791ff2134e6317f6a1ac2743e8f0db74af302299ebea120b4f790533b39
+size 31880
diff --git a/UCI_N4/sdp/runs/wall-following/fold_3/best_state.pth b/UCI_N4/sdp/runs/wall-following/fold_3/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..216a341dd2a6570d0a4e6b6d5b21b455ad10401c
--- /dev/null
+++ b/UCI_N4/sdp/runs/wall-following/fold_3/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f45bdbe318d6a1e8f7a92eefbb8a590fa9ae168085b97ff076958d7675e142e0
+size 57013
diff --git a/UCI_N4/sdp/runs/waveform/fold_0/best_state.pth b/UCI_N4/sdp/runs/waveform/fold_0/best_state.pth
new file mode 100644
index 0000000000000000000000000000000000000000..4f6d1e7033b66e277a602c4bdc8fed253d096777
--- /dev/null
+++ b/UCI_N4/sdp/runs/waveform/fold_0/best_state.pth
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:301ef3067c84f9b31087023f6801be68e0e003908ef507f8125c5cc240f5be27
+size 50549
diff --git a/UCI_N4/sdp/runs/waveform/fold_1/events.out.tfevents.1762560876.auvsl-gpu-01.ise.illinois.edu.627157.266 b/UCI_N4/sdp/runs/waveform/fold_1/events.out.tfevents.1762560876.auvsl-gpu-01.ise.illinois.edu.627157.266
new file mode 100644
index 0000000000000000000000000000000000000000..112f1c5fa4c754b864b8e2a055199069182eae9d
--- /dev/null
+++ b/UCI_N4/sdp/runs/waveform/fold_1/events.out.tfevents.1762560876.auvsl-gpu-01.ise.illinois.edu.627157.266
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:57853a1e31a455c4597b4988e05646cef905a9dbeb49643d86b84df824c9992e
+size 20420
diff --git a/UCI_N6/ldlt/runs/abalone/fold_0/result.json b/UCI_N6/ldlt/runs/abalone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..15e8cb690e38d79b7dbd95ca713fee7042738a6a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/abalone/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.6301587301587301,
+    "test_acc": 0.637634838194167,
+    "train_size": 1044,
+    "val_size": 630,
+    "test_size": 2503,
+    "stats": {
+        "mean": [
+            [
+                0.03759131666666678,
+                -0.0067216787931033565,
+                -0.00504821235632188,
+                -0.010079406034482869,
+                0.0077948497126437005,
+                -0.0035954527720305413,
+                0.011847337255747069,
+                0.020808682452107305
+            ]
+        ],
+        "std": [
+            [
+                0.9932562075552053,
+                1.0067465043023525,
+                0.9980809038500921,
+                0.9297052233036605,
+                1.0141436995589543,
+                0.9931430828536596,
+                1.017739933100054,
+                1.0318462596531948
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.5097882151603699,
+        "72": 0.3999200761318207,
+        "108": 0.31921693682670593,
+        "255": 0.1817818582057953
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/abalone/fold_1/result.json b/UCI_N6/ldlt/runs/abalone/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec486bb175d9f434be8d7f5a67c047fd88bd1bfd
--- /dev/null
+++ b/UCI_N6/ldlt/runs/abalone/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.6624203821656051,
+    "test_acc": 0.6479041916167665,
+    "train_size": 1044,
+    "val_size": 628,
+    "test_size": 2505,
+    "stats": {
+        "mean": [
+            [
+                0.005192849233716447,
+                -0.0023747756321838803,
+                -0.004999904980842867,
+                -0.01065197068965531,
+                -0.001757506036398443,
+                -0.0004581268045977247,
+                -0.008801511695402298,
+                -0.0025385303256705034
+            ]
+        ],
+        "std": [
+            [
+                0.9921988752896624,
+                1.0113577078934743,
+                1.0108378611135136,
+                0.93746968476643,
+                1.0135082046349184,
+                1.0099861173658438,
+                1.0142707677051552,
+                1.019381711286177
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.49940118193626404,
+        "72": 0.3808383047580719,
+        "108": 0.2934131622314453,
+        "255": 0.16766466200351715
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/abalone/fold_2/result.json b/UCI_N6/ldlt/runs/abalone/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..63b5c3224595562f58d723306fe0e896fd32224b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/abalone/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.7038269550748752,
+    "test_acc": 0.6350710900473934,
+    "train_size": 1044,
+    "val_size": 601,
+    "test_size": 2532,
+    "stats": {
+        "mean": [
+            [
+                -0.017948929501915466,
+                0.023985624319923418,
+                0.023087170114942556,
+                0.018317038026819783,
+                0.02778346245977014,
+                0.025539904827586328,
+                0.018261344003831434,
+                0.034770174578544095
+            ]
+        ],
+        "std": [
+            [
+                0.9978233519534647,
+                1.0049712832060378,
+                1.0100440980049294,
+                0.9634042347353897,
+                1.0033357823934823,
+                1.0054816988393045,
+                0.9890488354165379,
+                1.0152622279378631
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.49723538756370544,
+        "72": 0.3874407708644867,
+        "108": 0.30252763628959656,
+        "255": 0.16074249148368835
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/abalone/fold_3/result.json b/UCI_N6/ldlt/runs/abalone/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c733dd6c2f7adab5f8b6b26fce63e164072490c4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/abalone/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.6589785831960461,
+    "test_acc": 0.6346001583531274,
+    "train_size": 1044,
+    "val_size": 607,
+    "test_size": 2526,
+    "stats": {
+        "mean": [
+            [
+                -0.039933615229885006,
+                0.033357397988505864,
+                0.02810616465517236,
+                0.015225409386973148,
+                0.03982630053544057,
+                0.03327093634674338,
+                0.031858401652298855,
+                0.04330609419540234
+            ]
+        ],
+        "std": [
+            [
+                1.000898664612302,
+                1.0028361176421674,
+                1.0029617333979737,
+                0.9244955132147792,
+                1.020547570022181,
+                1.016662196023235,
+                1.0053994226175234,
+                1.025123395710352
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.5162311792373657,
+        "72": 0.3970704674720764,
+        "108": 0.31908154487609863,
+        "255": 0.18210609257221222
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-inflammation/fold_0/result.json b/UCI_N6/ldlt/runs/acute-inflammation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..022623b7e33e7443687f8d5fee4586664bbbfc36
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-inflammation/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9459459459459459,
+    "train_size": 30,
+    "val_size": 16,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.029776199999999933,
+                0.05815319999999998,
+                0.03366299999999992,
+                -0.07041613333333337,
+                0.0829954666666666,
+                0.3029878333333334
+            ]
+        ],
+        "std": [
+            [
+                1.046299339147563,
+                1.028676385077134,
+                0.9895473157792913,
+                1.0179845925601472,
+                0.9937462864656396,
+                1.0009348864350793
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-inflammation/fold_1/result.json b/UCI_N6/ldlt/runs/acute-inflammation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4b148b1e11c85d3a7c6a4899a66055c8d93d8cd
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-inflammation/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 1.0,
+    "test_acc": 1.0,
+    "train_size": 30,
+    "val_size": 18,
+    "test_size": 72,
+    "stats": {
+        "mean": [
+            [
+                0.2066000000000002,
+                0.2132320000000001,
+                0.16832333333333327,
+                -6.666666666858371e-07,
+                0.08299546666666664,
+                -0.033663
+            ]
+        ],
+        "std": [
+            [
+                1.073465583913181,
+                1.0965727109827237,
+                0.9521923485684088,
+                0.9958250796083059,
+                0.9937462864656397,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-inflammation/fold_2/result.json b/UCI_N6/ldlt/runs/acute-inflammation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..975cefbdddd898270c35b1277e31edbfc35c9a70
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-inflammation/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.8,
+    "test_acc": 0.9285714285714286,
+    "train_size": 30,
+    "val_size": 20,
+    "test_size": 70,
+    "stats": {
+        "mean": [
+            [
+                -0.06825569999999999,
+                -0.09692560000000008,
+                0.10099316666666662,
+                0.07041479999999994,
+                -0.11619693333333347,
+                0.16832750000000007
+            ]
+        ],
+        "std": [
+            [
+                0.9390286569686838,
+                0.9304728,
+                0.9733809278809981,
+                0.9680526182869189,
+                0.9870693041144554,
+                1.0099525000000003
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-inflammation/fold_3/result.json b/UCI_N6/ldlt/runs/acute-inflammation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e062857d0dd95eebf3450e491336d7c77e11b6f0
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-inflammation/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.9523809523809523,
+    "test_acc": 0.855072463768116,
+    "train_size": 30,
+    "val_size": 21,
+    "test_size": 69,
+    "stats": {
+        "mean": [
+            [
+                0.061842666666666594,
+                -0.01938619999999999,
+                -0.03366716666666666,
+                -0.14083160000000008,
+                -0.049799466666666695,
+                -0.3029836666666666
+            ]
+        ],
+        "std": [
+            [
+                0.9526045937382531,
+                0.9838646893399317,
+                1.000934886435079,
+                1.0348917799997448,
+                0.9937462864656396,
+                0.8932355996217098
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.07246376574039459,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-nephritis/fold_0/result.json b/UCI_N6/ldlt/runs/acute-nephritis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9dcbdb7cbfab762c4d795d4f036e7e579434ff2a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-nephritis/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 1.0,
+    "test_acc": 1.0,
+    "train_size": 30,
+    "val_size": 17,
+    "test_size": 73,
+    "stats": {
+        "mean": [
+            [
+                -0.1415510333333333,
+                0.21323200000000003,
+                -0.03366716666666671,
+                -6.666666667154431e-07,
+                0.2821878666666666,
+                -0.1683233333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0909027516263303,
+                1.0965727109827237,
+                1.0009348864350789,
+                0.9958250796083059,
+                0.9598970403996372,
+                0.9521923485684088
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.31506848335266113,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-nephritis/fold_1/result.json b/UCI_N6/ldlt/runs/acute-nephritis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1004925f72f5d354ee6fea23be0d3c5bf5b21596
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-nephritis/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9736842105263158,
+    "train_size": 30,
+    "val_size": 14,
+    "test_size": 76,
+    "stats": {
+        "mean": [
+            [
+                0.012368109999999948,
+                -0.0969256,
+                0.10099316666666665,
+                -0.21124706666666673,
+                -0.11619693333333339,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9970611705313925,
+                0.9304727999999999,
+                0.9733809278809981,
+                1.0468011683411809,
+                0.9870693041144555,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-nephritis/fold_2/result.json b/UCI_N6/ldlt/runs/acute-nephritis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e89621bd1d6bde82ccf5a8008171bf69b1fa9d81
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-nephritis/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9493670886075949,
+    "train_size": 30,
+    "val_size": 11,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.03252466666666676,
+                0.05815320000000001,
+                -0.10099733333333338,
+                -6.666666667154431e-07,
+                0.1493929333333332,
+                -0.033662999999999985
+            ]
+        ],
+        "std": [
+            [
+                0.9744119491152714,
+                1.0286763850771339,
+                1.0077056618442157,
+                0.9958250796083059,
+                0.9870693041144553,
+                0.9895473157792911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/acute-nephritis/fold_3/result.json b/UCI_N6/ldlt/runs/acute-nephritis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a69712ca99f3f9ac3c015bcd0c99129ab0009cb7
--- /dev/null
+++ b/UCI_N6/ldlt/runs/acute-nephritis/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 1.0,
+    "test_acc": 1.0,
+    "train_size": 30,
+    "val_size": 19,
+    "test_size": 71,
+    "stats": {
+        "mean": [
+            [
+                -0.029776590000000006,
+                -0.01938619999999999,
+                -0.10099733333333341,
+                -6.666666667080416e-07,
+                0.01659799999999996,
+                -0.10099316666666663
+            ]
+        ],
+        "std": [
+            [
+                1.0535901730675965,
+                0.9838646893399317,
+                1.0077056618442157,
+                0.9958250796083058,
+                0.995962,
+                0.9733809278809978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5576,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/adult/fold_0/result.json b/UCI_N6/ldlt/runs/adult/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3dfa597273b98d7084070d4460facd613ba2782
--- /dev/null
+++ b/UCI_N6/ldlt/runs/adult/fold_0/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.8296251142944224,
+    "test_acc": 0.8300319243047809,
+    "train_size": 16281,
+    "val_size": 6562,
+    "test_size": 25999,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 21896,
+    "cert_evals": {
+        "36": 0.7660679221153259,
+        "72": 0.7032577991485596,
+        "108": 0.6453325152397156,
+        "255": 0.4253625273704529
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/adult/fold_1/result.json b/UCI_N6/ldlt/runs/adult/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4ba2947aca3243d85b24e252486db8688125f233
--- /dev/null
+++ b/UCI_N6/ldlt/runs/adult/fold_1/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8155562347188264,
+    "test_acc": 0.816427720336703,
+    "train_size": 16281,
+    "val_size": 6544,
+    "test_size": 26017,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 21896,
+    "cert_evals": {
+        "36": 0.752930760383606,
+        "72": 0.6958142518997192,
+        "108": 0.639082133769989,
+        "255": 0.39539530873298645
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/adult/fold_2/result.json b/UCI_N6/ldlt/runs/adult/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1035b251721cdd44e175c076fe8c0cd934a4ae39
--- /dev/null
+++ b/UCI_N6/ldlt/runs/adult/fold_2/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.8212135247799908,
+    "test_acc": 0.8223431988958748,
+    "train_size": 16281,
+    "val_size": 6477,
+    "test_size": 26084,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 21896,
+    "cert_evals": {
+        "36": 0.7586259841918945,
+        "72": 0.6962889432907104,
+        "108": 0.6398175358772278,
+        "255": 0.38694220781326294
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/adult/fold_3/result.json b/UCI_N6/ldlt/runs/adult/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa8fbb2b3cd25e43e9d87c1f83b9b73338d2e526
--- /dev/null
+++ b/UCI_N6/ldlt/runs/adult/fold_3/result.json
@@ -0,0 +1,58 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8083850461631603,
+    "test_acc": 0.8145950527856978,
+    "train_size": 16281,
+    "val_size": 6607,
+    "test_size": 25954,
+    "stats": {
+        "mean": [
+            [
+                5.755174894932247e-09,
+                -1.5212824565593372e-07,
+                1.9344708602300844e-08,
+                -5.868804126934776e-07,
+                4.3847429484189405e-07,
+                -1.2794054493469234e-07,
+                -3.0931760979923667e-08,
+                1.2424912468644162e-06,
+                2.0428720567267194e-07,
+                -1.2898470607021481e-06,
+                5.428255022845695e-07,
+                2.9734045846837646e-07,
+                9.031386283659057e-08,
+                2.0421350090431894e-07
+            ]
+        ],
+        "std": [
+            [
+                0.999969279768083,
+                0.9999691631254963,
+                0.9999692601356567,
+                0.9999684455490998,
+                0.9999701766278255,
+                0.9999695789931851,
+                0.9999697101647755,
+                0.9999695985584383,
+                0.9999687129297181,
+                0.999967689659048,
+                0.9999708394490064,
+                0.9999690163307019,
+                0.9999694763882633,
+                0.9999692067843523
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 14,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 28,
+    "parameters": 21896,
+    "cert_evals": {
+        "36": 0.7559528350830078,
+        "72": 0.6999691724777222,
+        "108": 0.6425598859786987,
+        "255": 0.4014410078525543
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/annealing/fold_0/result.json b/UCI_N6/ldlt/runs/annealing/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..87c84efdd6fb1355a378396a4d9cedccf6e87aa3
--- /dev/null
+++ b/UCI_N6/ldlt/runs/annealing/fold_0/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8511904761904762,
+    "test_acc": 0.8238095238095238,
+    "train_size": 100,
+    "val_size": 168,
+    "test_size": 630,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 87307,
+    "cert_evals": {
+        "36": 0.7603174448013306,
+        "72": 0.7285714149475098,
+        "108": 0.6984127163887024,
+        "255": 0.5555555820465088
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/annealing/fold_1/result.json b/UCI_N6/ldlt/runs/annealing/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09996400cc8f83af1162961d41c27a44a4413d60
--- /dev/null
+++ b/UCI_N6/ldlt/runs/annealing/fold_1/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.8260869565217391,
+    "test_acc": 0.8021978021978022,
+    "train_size": 100,
+    "val_size": 161,
+    "test_size": 637,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 87307,
+    "cert_evals": {
+        "36": 0.7582417726516724,
+        "72": 0.7001569867134094,
+        "108": 0.6593406796455383,
+        "255": 0.5149136781692505
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/annealing/fold_2/result.json b/UCI_N6/ldlt/runs/annealing/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..dd79e7fd366c0f1e11f2a0e8384f6d1db61aab49
--- /dev/null
+++ b/UCI_N6/ldlt/runs/annealing/fold_2/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.7953216374269005,
+    "test_acc": 0.7990430622009569,
+    "train_size": 100,
+    "val_size": 171,
+    "test_size": 627,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 87307,
+    "cert_evals": {
+        "36": 0.7623604536056519,
+        "72": 0.720893144607544,
+        "108": 0.7017543911933899,
+        "255": 0.5677830576896667
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/annealing/fold_3/result.json b/UCI_N6/ldlt/runs/annealing/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fef5f786e79ee0b8eb3103e8f395ef789210273
--- /dev/null
+++ b/UCI_N6/ldlt/runs/annealing/fold_3/result.json
@@ -0,0 +1,92 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.8083832335329342,
+    "test_acc": 0.8145800316957211,
+    "train_size": 100,
+    "val_size": 167,
+    "test_size": 631,
+    "stats": {
+        "mean": [
+            [
+                0.07222222999999978,
+                -0.345,
+                4.33,
+                12.0,
+                0.14,
+                -0.17333315999999985,
+                -0.07800000000000064,
+                29.2,
+                0.09999999999999996,
+                -0.010000000000000224,
+                0.3,
+                -0.010000000000000111,
+                -4.132729999999996e-16,
+                -0.11000000000000007,
+                -0.11999999999999993,
+                -0.12999999999999998,
+                -0.13,
+                -0.029999999999999773,
+                -1.847940000000002e-16,
+                -0.05999999999999975,
+                -1.626729999999999e-16,
+                -0.03999999999999998,
+                -0.010000000000000222,
+                -0.06000000000000002,
+                0.1,
+                1.3318299999999998,
+                771.9469999999998,
+                1183.75,
+                0.009999999999999986,
+                -0.9466666699999999,
+                -1.5582099999999978e-17
+            ]
+        ],
+        "std": [
+            [
+                0.27504207913753365,
+                0.41800119617053744,
+                14.650634798533474,
+                25.758493744782516,
+                0.34698703145794935,
+                0.2133331200000003,
+                0.2543933961407015,
+                110.08796482813175,
+                0.29999999999999993,
+                0.09949874371066192,
+                0.47958315233127174,
+                0.06557438524301994,
+                1.0,
+                0.31288975694324034,
+                0.32496153618543855,
+                0.3363034344160047,
+                0.3363034344160045,
+                0.17058722109231966,
+                1.0,
+                0.23748684174075815,
+                1.0,
+                0.19595917942265428,
+                0.09949874371066192,
+                0.2374868417407582,
+                0.9949874371066199,
+                0.9335979547428329,
+                410.1759096911958,
+                1742.0412703205398,
+                0.09949874371066196,
+                0.2436755226844934,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 31,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 62,
+    "parameters": 87307,
+    "cert_evals": {
+        "36": 0.0665610134601593,
+        "72": 0.030110936611890793,
+        "108": 0.004754358436912298,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/arrhythmia/fold_0/result.json b/UCI_N6/ldlt/runs/arrhythmia/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..71c887ad436fa383374db10fc0a4e6d2fdf8c0fd
--- /dev/null
+++ b/UCI_N6/ldlt/runs/arrhythmia/fold_0/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.6582278481012658,
+    "test_acc": 0.6115384615384616,
+    "train_size": 113,
+    "val_size": 79,
+    "test_size": 260,
+    "stats": {
+        "mean": [
+            [
+                -0.05548900442477873,
+                0.17327679646017674,
+                -0.09933938283185836,
+                -0.022536060176991165,
+                -0.05529378318584072,
+                -0.02827017327433631,
+                -0.005964132743362813,
+                0.04588333831858407,
+                -0.06835887191150443,
+                -0.01879734327433625,
+                0.08708691123893805,
+                -0.010227719469026567,
+                -0.05324860619469024,
+                0.03857876283185871,
+                -0.0029412946902654486,
+                -0.14624673451327397,
+                0.0106677238938053,
+                -0.09994685221238946,
+                -2.2654867242673962e-07,
+                -0.10041930088495568,
+                0.14110856637168184,
+                -0.02112876106194691,
+                -0.021128761061946916,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.024449619469026587,
+                -0.006156723893805307,
+                -0.03655609734513271,
+                -0.06008078761061956,
+                -0.05587280000000011,
+                -0.1535461769911505,
+                -2.9203539835147346e-07,
+                0.1454482212389377,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.053692424778761245,
+                0.10382045292035355,
+                -0.045959752212389356,
+                -0.039423744247787586,
+                -0.042264867256637376,
+                -0.0339906548672566,
+                -0.10218601769911498,
+                -0.04703600000000003,
+                0.04783872566371683,
+                0.14110856637168165,
+                -2.920353982139237e-07,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.039230692920353964,
+                -0.048857433628318604,
+                -0.0949235044247789,
+                -0.0951867699115044,
+                -0.04703600000000003,
+                -0.07884043362831854,
+                -0.021128761061946947,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.06659287787610634,
+                0.0665928778761063,
+                1.0619469034296467e-07,
+                -0.14459542477876128,
+                0.10166875221238943,
+                -0.0007696849557522316,
+                0.08089214159292042,
+                0.024555884070796462,
+                -0.06704164601769926,
+                -0.04703600000000003,
+                0.1411085663716821,
+                0.02721671504424786,
+                -0.04703600000000003,
+                0.008643274336283235,
+                -0.03328283893805306,
+                -0.08280126353982296,
+                -0.04353061946902624,
+                0.022193132743362702,
+                -0.07879264601769921,
+                0.06659287787610634,
+                0.07170867256637195,
+                0.1411085663716824,
+                -0.04703600000000003,
+                0.14110856637168173,
+                -0.05805589380530971,
+                0.08516874884955755,
+                0.043014315044247776,
+                -0.002110141592920556,
+                -0.07482919999999994,
+                0.027698871681415955,
+                -0.08165009999999992,
+                -0.0536924247787612,
+                1.0619469030955972e-07,
+                -0.09438650000000005,
+                0.06338747787610613,
+                -0.0901489026548673,
+                -0.04849817699115047,
+                0.07722033628318585,
+                0.026260424778761074,
+                0.0738569911504426,
+                0.04712901946902665,
+                0.16431531858407084,
+                0.09438671238938037,
+                0.09438671238938054,
+                -0.0386190796460177,
+                -0.09438650000000005,
+                1.0619469029580476e-07,
+                0.06704106194690244,
+                0.00271023008849546,
+                0.04821953097345133,
+                -0.022629159292035374,
+                0.24075912389380558,
+                0.19588278672566428,
+                0.10636762831858415,
+                0.07170867256637167,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                0.24495034513274322,
+                -0.02112876106194717,
+                -0.03837423008849555,
+                0.0792644690265486,
+                -0.010963192920353986,
+                -0.13985853097345086,
+                -0.06118739999999991,
+                -0.05918213274336283,
+                -0.06659289999999989,
+                0.19309768141592948,
+                0.0665928778761063,
+                -2.920353984064934e-07,
+                -0.08791879646017699,
+                -0.009588667256637163,
+                0.039876742477876134,
+                -0.04371391504424787,
+                -0.09472733274336269,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                -0.08165009999999992,
+                -0.059833336283185844,
+                -0.07838458407079653,
+                -0.015475274336283125,
+                -0.0805356,
+                -0.13698139380530983,
+                0.14110856637168137,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.021128761061947016,
+                0.017010241592920368,
+                0.09822180530973434,
+                0.005761375398230098,
+                0.0322361946902655,
+                -0.034939104424778704,
+                0.06566965486725665,
+                0.061632838053097376,
+                0.0004023300884955741,
+                0.07045262681415927,
+                0.028733457522123865,
+                0.02147898230088495,
+                -0.05026543539823011,
+                0.060225181415929224,
+                -0.07029714159292026,
+                0.06618380000000008,
+                0.011594984955752213,
+                0.040387401769911555,
+                -0.0058615916814159065,
+                0.04742410654867257,
+                -0.015766054867256643,
+                -0.062290848053097175,
+                -0.05214830601769914,
+                0.04644970973451337,
+                -0.05739616814159293,
+                0.05439313274336291,
+                -0.0036409858407079588,
+                -0.009598277876106183,
+                -0.011235967256637188,
+                -0.002634908849557516,
+                -0.005508535398230053,
+                -0.05590965752212387,
+                -0.06772527787610619,
+                0.08251315044247781,
+                -0.08976234513274321,
+                0.04703600000000003,
+                -0.04274165486725669,
+                -0.05909215752212393,
+                0.027935999115044265,
+                -0.036451818017699096,
+                0.03197787610619467,
+                0.1596792035398229,
+                0.0024668168141592844,
+                -0.015842806194690306,
+                0.07878208849557493,
+                0.006463776548672604,
+                0.06462291946902653,
+                0.025483634513274327,
+                0.06707996637168136,
+                -0.07861038619469025,
+                -0.0949829097345134,
+                -0.08679084778761066,
+                0.09411216159292037,
+                -0.061483929203539976,
+                -0.03750280353982299,
+                0.024982454867256657,
+                0.010920844247787605,
+                -0.036973680442477924,
+                -0.00325765690265486,
+                -0.06706977168141595,
+                0.054682415929203546,
+                0.07233616902654867,
+                0.024967183185840673,
+                0.0201886814159292,
+                0.0625599000000001,
+                0.016163015929203547,
+                -0.19404511061946894,
+                0.1314095771681416,
+                -0.02607840336283184,
+                -0.07232390353982299,
+                0.06542182300884967,
+                0.09097714132743363,
+                -0.0490932584955752,
+                0.17395115044247766,
+                -0.08915754336283198,
+                0.005843493805309704,
+                -0.1311985026548673,
+                0.0822022767256637,
+                -0.0316962311504425,
+                -0.15503262123893807,
+                0.050416203539823005,
+                0.012278147787610633,
+                0.0764223432743363,
+                0.20117684424778776,
+                -0.15312840973451328,
+                -0.006850403539823016,
+                -0.22191862300884949,
+                0.1207021007964602,
+                -0.08917110283185833,
+                -0.07690047646017703,
+                0.030319972566371638,
+                -0.1126870734513274,
+                0.06241866831858403,
+                -0.1273596991150443,
+                0.06213639999999999,
+                -0.07254762831858405,
+                -0.08504349999999997,
+                0.034207636283185856,
+                -0.02238689532743362,
+                0.10946240796460185,
+                0.021622823008849552,
+                -0.1487953611504425,
+                0.02685327893805308,
+                -0.04490421946902649,
+                -0.04955592035398229,
+                0.06734868938053096,
+                -0.08363668734513273,
+                0.022693176017699095,
+                0.09933861353982294,
+                -0.00604589380530972,
+                -0.10963647433628322,
+                0.03259297079646029,
+                -0.07945840000000003,
+                -0.007002541592920362,
+                0.10658185398230094,
+                -0.0866022876106194,
+                0.06365430106194689
+            ]
+        ],
+        "std": [
+            [
+                0.9732374444872444,
+                0.9655808459932996,
+                0.2507734231833244,
+                0.85756632700396,
+                0.9152499916483915,
+                0.9319460220789437,
+                0.9577523305438101,
+                1.1527478213503135,
+                0.9576681124104236,
+                1.0097636409421697,
+                0.9939501739346246,
+                0.8077223719814682,
+                0.9956881527950738,
+                1.065832253077651,
+                0.8648866626310105,
+                0.7884428876814543,
+                0.8846283104978594,
+                1.0392968702844574,
+                0.9547571784517959,
+                0.830419971626617,
+                1.9911349325902201,
+                0.8944357999064113,
+                0.8944357999064099,
+                1.0,
+                1.0,
+                1.0,
+                1.0288388455432311,
+                1.0366372636701484,
+                1.0104922342254585,
+                0.6029602666961917,
+                1.0,
+                0.9119059418676891,
+                0.9988936769842922,
+                1.3401171108416883,
+                1.0,
+                1.0,
+                1.409505785723462,
+                0.7576328500006007,
+                1.1142082921935355,
+                1.100915710823559,
+                0.9521761840451372,
+                0.8352521125885086,
+                0.7194469320515606,
+                0.9886952789548065,
+                1.0,
+                1.111662684055426,
+                1.9911349325902201,
+                0.9988936769842919,
+                1.0,
+                1.0,
+                0.9092993788613446,
+                1.061138924056677,
+                0.8860454459362529,
+                0.77869888137794,
+                1.0,
+                0.9971658374137916,
+                0.8944357999064098,
+                1.4095057857234619,
+                1.409505785723463,
+                1.4095057857234636,
+                1.4095057857234625,
+                0.9988939483461562,
+                0.8359429042688657,
+                0.9455652546275832,
+                1.047159553008427,
+                1.2373317065584502,
+                0.9367499049873408,
+                0.7094990007768702,
+                1.0,
+                1.9911349325902201,
+                1.152138074538977,
+                1.0,
+                1.076296523650441,
+                1.0790204523971971,
+                0.9278040585020654,
+                0.6623289850929874,
+                1.0736843273720698,
+                1.059187675645061,
+                1.4095057857234636,
+                1.1978616378928757,
+                1.9911349325902201,
+                1.0,
+                1.9911349325902201,
+                0.9142231440920847,
+                1.3486308966826843,
+                0.9779239267203217,
+                1.072217573812213,
+                1.0,
+                1.0670736267417575,
+                1.0,
+                0.7576328500006009,
+                0.9988939483461562,
+                1.0,
+                1.2592635987036094,
+                0.6360290623787335,
+                0.8549033709264361,
+                1.300841714365119,
+                0.979322007928904,
+                1.2296324368044147,
+                1.3300447893255654,
+                1.2339107860310472,
+                1.4063287585864288,
+                1.4063287585864277,
+                0.817419899167048,
+                1.0,
+                0.9988939483461566,
+                1.2178666747421332,
+                0.9179155627028488,
+                1.1674686384124506,
+                0.937597875841375,
+                1.9128860722576218,
+                1.9849443701676805,
+                1.2128492302504466,
+                1.1978616378928766,
+                1.409505785723462,
+                1.0,
+                0.9988939483461566,
+                1.9776639067090993,
+                0.8944357999064088,
+                0.9089427774812973,
+                1.1565813541259533,
+                0.9312031818896745,
+                0.37790291497240225,
+                1.0,
+                1.0103067336455187,
+                1.0,
+                1.612796005825811,
+                1.4095057857234625,
+                0.9988936769842919,
+                0.9869575017654069,
+                1.0625408223089012,
+                0.8572543250334869,
+                0.4626232154331089,
+                0.8399894436428749,
+                1.0,
+                1.0,
+                1.0,
+                0.9949165069017805,
+                0.9763809111647539,
+                0.9886383527662114,
+                1.0,
+                0.8853802248708618,
+                1.9911349325902201,
+                1.0,
+                1.4095057857234612,
+                0.8944357999064094,
+                0.8545082434186259,
+                0.8796291945635648,
+                0.9389113833926183,
+                0.8861374760427413,
+                0.39441056751713705,
+                0.8648668783726172,
+                0.9862191391833568,
+                0.8481954658017612,
+                0.9206020572467216,
+                0.886517128434336,
+                1.0192902215038742,
+                0.956622629021229,
+                0.8523688961466389,
+                0.2992587051477164,
+                1.0,
+                0.8898404778961094,
+                1.0071877733497892,
+                0.950155747946548,
+                1.0050918229648342,
+                0.7815635141616576,
+                0.9972744785704897,
+                0.9594844360499902,
+                0.9255046483391078,
+                0.4876909595587591,
+                0.5036861467715275,
+                0.8566188861170654,
+                0.7638467720219689,
+                1.0032544884403838,
+                1.0560420525550518,
+                0.8986819691295396,
+                0.9372189161919664,
+                0.8101867430665612,
+                0.8950623205358443,
+                0.7725356624236849,
+                1.0,
+                0.872460731649835,
+                1.045597205130584,
+                0.881115812189619,
+                0.9553256168269835,
+                0.8848742890899297,
+                0.5907365616618244,
+                0.9525692591339604,
+                0.9761188977078773,
+                1.2163938242844157,
+                0.9319895550002153,
+                0.8335462617896103,
+                0.9176414735582966,
+                0.9775951517497435,
+                0.8425042883529639,
+                1.2598848541968266,
+                0.949252647471748,
+                0.838972165335258,
+                0.23456841787874302,
+                1.1642248030770597,
+                0.8628119131177865,
+                0.8751618803772816,
+                0.9228296916565395,
+                0.9809394578124714,
+                0.5915262659968897,
+                0.8563703331027254,
+                1.223677024967222,
+                0.9284798655045788,
+                1.2965375076317172,
+                1.0,
+                0.9389878405072626,
+                0.8540110671890598,
+                1.316521539927867,
+                1.4340416104694482,
+                0.8735072262525767,
+                0.676363014728904,
+                1.1134658692256694,
+                1.0134545560863548,
+                1.7552329970203224,
+                1.7155564074285294,
+                0.873049365917997,
+                1.030474558081803,
+                1.0170344415415917,
+                1.0766146909852692,
+                0.7111765255105056,
+                0.6923440560955865,
+                1.0058025631570486,
+                0.9240158601820535,
+                1.9435205267323648,
+                1.9899491083438348,
+                0.8387690283436754,
+                0.9708565551581373,
+                0.8493149601758292,
+                0.985055690803851,
+                0.8279931417986857,
+                0.9098729896957297,
+                0.9370725829078755,
+                0.8393620512490872,
+                0.28080206241297245,
+                1.0,
+                0.8220194136548338,
+                0.9761698379739507,
+                0.7917031329595748,
+                0.9270879739715543,
+                0.847139011361557,
+                1.0122054789755355,
+                0.9745187015121873,
+                0.8548335912371546,
+                0.16972156566241,
+                0.8245729285934237,
+                1.06901211839648,
+                0.8750748380574906,
+                1.0605384058291198,
+                0.814622435544981,
+                1.1662691506968674,
+                1.0027045465050628,
+                0.707221379699125,
+                1.0,
+                0.8738904193642293,
+                1.0307627522011051,
+                0.9112504790758761,
+                1.0340966211802813
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1454611,
+    "cert_evals": {
+        "36": 0.5769230723381042,
+        "72": 0.5461538434028625,
+        "108": 0.4769230782985687,
+        "255": 0.23076923191547394
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/arrhythmia/fold_1/result.json b/UCI_N6/ldlt/runs/arrhythmia/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fda10828d463dfb5ce3c367cadf3b6743f2c45c6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/arrhythmia/fold_1/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.5789473684210527,
+    "test_acc": 0.5638297872340425,
+    "train_size": 113,
+    "val_size": 57,
+    "test_size": 282,
+    "stats": {
+        "mean": [
+            [
+                -0.08236052831858409,
+                0.04887446902654869,
+                0.0825547600000001,
+                0.07080902389380533,
+                0.06969351327433632,
+                -0.02017880672566372,
+                0.0033134920353982203,
+                -0.0904622607964602,
+                0.0008566455575221136,
+                0.05502761778761062,
+                0.0029605046017698983,
+                0.16618478141592918,
+                0.10348846991150445,
+                -0.12880789292035386,
+                0.001393306194690269,
+                -0.009972053097345045,
+                -0.13480514867256632,
+                0.15853807787610613,
+                -0.022554120353982243,
+                -0.17088875221238942,
+                -0.04703600000000003,
+                -0.02112876106194702,
+                0.14790371681415893,
+                0.0665928778761063,
+                0.0665928778761063,
+                0.09438671238938028,
+                -0.033913831858407135,
+                -0.05746374070796462,
+                0.020589044247787618,
+                -0.08296883185840712,
+                -0.016433217699115002,
+                -0.02482472566371683,
+                -0.13408300000000029,
+                -0.0661125929203539,
+                0.14110856637168206,
+                0.19977865575221251,
+                0.06659287787610634,
+                0.16107630088495584,
+                -0.04968823575221234,
+                0.16085886725663703,
+                -0.040819525663716834,
+                -0.04226484955752222,
+                0.03399069026548677,
+                0.08868894690265484,
+                0.14110856637168143,
+                0.1435154159292037,
+                -0.04703600000000003,
+                -2.920353984457933e-07,
+                -0.02112876106194691,
+                0.1997786557522125,
+                -0.14194291681415921,
+                0.11196102831858407,
+                0.0592675752212388,
+                0.09347194690265491,
+                -0.04703600000000003,
+                0.13773737168141595,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.0665928778761063,
+                0.09438671238938029,
+                -0.09931298230088502,
+                -0.11574543716814155,
+                0.19007244637168158,
+                0.006741415929203616,
+                -0.17417296814159283,
+                -2.920353982846636e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.14110856637168231,
+                -0.00288054867256639,
+                0.04904841858407081,
+                0.02098572858407086,
+                -0.1192364601769909,
+                -0.0031704955752213143,
+                0.01358514159292034,
+                -0.06659289999999989,
+                0.014341504424779012,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.07784732743362836,
+                0.10888657327433629,
+                -0.1186584123893806,
+                -0.02180679646017706,
+                -0.07482919999999994,
+                0.08863622212389385,
+                0.13608353008849555,
+                0.08948672566371674,
+                1.0619469028597977e-07,
+                -0.09438650000000005,
+                -0.02112876106194696,
+                0.09014838938053121,
+                -0.048498132743362864,
+                0.05329288938053096,
+                0.07878135752212394,
+                0.006330884955752202,
+                0.04712901946902665,
+                0.11292442477876118,
+                -0.09438650000000005,
+                0.09438671238938054,
+                -0.03861907964601756,
+                1.0619469029580476e-07,
+                -0.09438650000000005,
+                0.06704106194690229,
+                -0.07101396460177,
+                0.11338092035398238,
+                0.022629575221239016,
+                0.15994504424778788,
+                0.039176644247788044,
+                0.11334270796460184,
+                -0.100392831858407,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469028597977e-07,
+                0.027216715044247736,
+                -0.0211287610619469,
+                0.007675044247787407,
+                0.017898353982300903,
+                0.022447520353982425,
+                -0.10415006194690236,
+                -0.06118739999999991,
+                -0.031867106194690256,
+                0.0665928778761063,
+                0.0386198407079645,
+                -0.06659289999999989,
+                0.06704106194690229,
+                0.03697516814159319,
+                -0.044993100884955714,
+                -0.005112693362831841,
+                -0.08742769999999993,
+                -0.04059785840707965,
+                0.027216715044247736,
+                0.1411085663716819,
+                0.13608353008849491,
+                0.03589945132743362,
+                -0.0453806460176991,
+                0.003572176991150533,
+                0.05211161769911493,
+                -0.012922732743362846,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                0.14790371681415954,
+                0.14316932831858414,
+                0.03571657522123903,
+                -0.10441322884955753,
+                -0.23222040176991168,
+                -0.03493910442477871,
+                0.05546864601769913,
+                0.12581869469026555,
+                -0.18030577079646018,
+                -0.07161228646017702,
+                -0.03718444513274338,
+                0.013523787610619589,
+                0.10059417451327425,
+                0.01624747876106193,
+                0.05021323893805318,
+                -0.05147623362831883,
+                0.1827229362831858,
+                0.0034618557522124397,
+                0.05241511327433623,
+                0.030558143362831823,
+                -0.19202160176991148,
+                0.11133997495575228,
+                0.12129543628318586,
+                0.060097776106194795,
+                0.11579815929203502,
+                -0.027196398230088462,
+                0.17599128230088495,
+                -0.1195051539823009,
+                0.18247482389380532,
+                0.06219380353982303,
+                -0.09025506017699113,
+                0.08350311504424779,
+                0.1271729522123894,
+                -0.0951591353982304,
+                0.10388311504424796,
+                0.04703600000000003,
+                -0.14397143362831855,
+                -0.056712807079646044,
+                0.11911974769911506,
+                0.07255731355752211,
+                0.17956833628318594,
+                0.03657456283185836,
+                -0.12767188938053103,
+                -0.21526490619469008,
+                0.019409734513274046,
+                -0.20038580796460184,
+                0.13453505858407078,
+                -0.20150050008849554,
+                -0.10956924336283183,
+                -0.1755137388495575,
+                0.07771356637168146,
+                0.1258815132743363,
+                0.05789021663716825,
+                0.059674265486725525,
+                0.04250356814159293,
+                0.18101372743362842,
+                -0.08988732212389382,
+                0.148077411681416,
+                0.041530495575221225,
+                -0.07796867964601775,
+                -0.08606286725663721,
+                0.216610610619469,
+                0.09511035132743359,
+                -0.05938040707964593,
+                0.0625599000000001,
+                -0.09312924070796465,
+                -0.07196051769911511,
+                0.13021555911504423,
+                0.10358608645132746,
+                -0.0039450442477876055,
+                0.015811640707964647,
+                0.042050546725663725,
+                -0.11399942584070796,
+                0.01275024778761036,
+                -0.012157897345132696,
+                -0.07146561415929208,
+                -0.03644905008849562,
+                -0.0460240963716814,
+                -0.04567296300884947,
+                -0.0159320159292035,
+                -0.020865886725663647,
+                0.006243656991150445,
+                -0.04104453495575228,
+                0.04250217699115046,
+                0.034307366371681414,
+                -0.11968876460176998,
+                -0.0937977030973451,
+                -0.007898124601769923,
+                -0.06254813724778759,
+                0.027666705132743385,
+                -0.0678103380530974,
+                0.0033648314159292177,
+                0.014861656991150381,
+                -0.08490639823008855,
+                0.06213639999999999,
+                0.10985744247787621,
+                -0.1141806185840708,
+                -0.0051085477876106,
+                -0.07652198922123891,
+                0.1186390026548673,
+                -0.006018964601769793,
+                -0.03378361716814159,
+                0.011641800000000063,
+                -0.06094139999999994,
+                0.1415026725663717,
+                -0.08340849911504429,
+                -0.021807159292035423,
+                -0.08355237141592924,
+                0.10080485079646004,
+                -0.0028213893805309528,
+                -0.039560768141592914,
+                -0.03811751592920355,
+                0.06180052389380527,
+                0.08721472743362838,
+                -0.045456217699115044,
+                -0.04452998026548677,
+                -0.08741183716814158
+            ]
+        ],
+        "std": [
+            [
+                1.0288523625377175,
+                0.9926765498781311,
+                1.5821926864265932,
+                1.2345480341843558,
+                1.0919259987637373,
+                0.8553411989728208,
+                0.9770372253740158,
+                1.0941619685910755,
+                0.9070109264400832,
+                1.1660151450666374,
+                0.82811358045681,
+                0.8585451804478106,
+                0.9271539318095082,
+                0.826139795075132,
+                0.9407871254954377,
+                1.1098127265333941,
+                0.9673996715099642,
+                1.0170784936919917,
+                0.7160692020317576,
+                0.8881539469849713,
+                1.0,
+                0.8944357999064094,
+                1.5353137244867066,
+                1.409505785723462,
+                1.4095057857234625,
+                1.4063287585864295,
+                0.8810006273224485,
+                0.9386543902953636,
+                0.9544080465249254,
+                0.605561339519823,
+                0.41738930632162535,
+                0.9435148318250272,
+                1.0,
+                0.7880462841530468,
+                1.9911349325902201,
+                1.9844233966366362,
+                1.4095057857234636,
+                1.494834216304884,
+                0.8945327921343991,
+                1.0465252306595956,
+                0.9657902518204129,
+                0.8818849232826983,
+                1.01289922968906,
+                0.9542609489006632,
+                1.9911349325902201,
+                1.303101066939662,
+                1.0,
+                0.9988936769842933,
+                0.8944357999064099,
+                1.9844233966366385,
+                0.9721978598866062,
+                0.9751070654641969,
+                1.053405494669145,
+                1.2277188687789828,
+                1.0,
+                0.9710532649972081,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.409505785723463,
+                1.4063287585864295,
+                0.9944538524514821,
+                1.0084398738408038,
+                1.096956593110858,
+                0.9848747659663566,
+                1.0176485758563296,
+                0.9988936769842915,
+                1.0,
+                1.0,
+                1.1521380745389784,
+                1.9911349325902201,
+                0.8886796764360778,
+                1.0626176220464763,
+                0.9820129092696263,
+                0.48071756015968203,
+                0.8052609158630751,
+                0.9014845427415126,
+                1.0,
+                1.0421263616247836,
+                1.0,
+                1.0,
+                1.0,
+                1.0603166366167238,
+                1.3948018100222412,
+                1.0002378777841179,
+                1.0521891063258038,
+                1.0,
+                1.170667828978199,
+                1.6220790112596297,
+                1.3004892166096398,
+                0.9988939483461562,
+                1.0,
+                0.8944357999064098,
+                1.2549059943840741,
+                0.9010506624821365,
+                1.2640911636544077,
+                0.947031285603356,
+                0.991260918816901,
+                1.3300447893255651,
+                1.1497030038124454,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670485,
+                0.9988939483461566,
+                1.0,
+                1.217866674742133,
+                0.8282680988206665,
+                1.073085103116072,
+                0.9693454139903576,
+                1.7234040703162494,
+                1.1056144342459158,
+                1.074119172644369,
+                0.6071170412907283,
+                1.409505785723462,
+                1.0,
+                0.9988939483461562,
+                1.1521380745389787,
+                0.8944357999064119,
+                1.058370875443875,
+                1.0846522644237848,
+                1.0598613115637294,
+                0.5613288969768316,
+                1.0,
+                1.077530223972941,
+                1.4095057857234625,
+                1.15083399388167,
+                1.0,
+                1.2178666747421318,
+                1.0966395583377115,
+                1.0389053330759344,
+                1.0429545495698374,
+                1.0,
+                1.0244696199828591,
+                1.152138074538978,
+                1.9911349325902201,
+                1.6220790112596353,
+                1.1329428844818097,
+                1.0304640926757396,
+                1.0027828154445004,
+                1.4038062005460157,
+                1.0648539403871593,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                1.5353137244867094,
+                0.6866407429573802,
+                0.9470876233472572,
+                0.8928451459276403,
+                1.3503062413436946,
+                0.39441056751713693,
+                1.0739060999830787,
+                0.8074286630470415,
+                0.8622816943277237,
+                0.9235511168325403,
+                0.8884646840941383,
+                0.9253177369109523,
+                1.0067482855890655,
+                0.8717444615689396,
+                1.7004798113300974,
+                1.2451967529281143,
+                1.0189016467998342,
+                0.9159576992318523,
+                0.9716842292520014,
+                0.8537203439878127,
+                0.6934639134127168,
+                0.6814900866218891,
+                1.08628728041417,
+                0.8695100152450093,
+                1.7244969164094923,
+                0.9957413253735008,
+                0.886998298843266,
+                1.0086098935045376,
+                0.9474117590718318,
+                0.9527864599550645,
+                0.8622024829086022,
+                0.928715896349544,
+                1.165972778898159,
+                1.1444020655792773,
+                1.249832703644339,
+                1.0,
+                1.04414181114218,
+                0.7888691092407913,
+                0.8896110919230731,
+                0.8385172959457787,
+                0.6963004767756463,
+                1.0524770129026086,
+                0.8728215158868736,
+                1.2422671085343606,
+                1.0395955941659785,
+                0.9729248895409327,
+                0.942112878700215,
+                0.9029124312015971,
+                0.9945356002953412,
+                0.9067257721352653,
+                0.6559269963983796,
+                1.0530222495928638,
+                0.7742650861348659,
+                1.7415209866320729,
+                0.31751695199855035,
+                0.9401556411866103,
+                0.9925662855482592,
+                0.9703437391049544,
+                0.9315271035229352,
+                0.76726349356305,
+                1.113451820498087,
+                1.5950728246019172,
+                0.9108834606609704,
+                0.6187680270209445,
+                1.0,
+                1.026218169309107,
+                0.9226908311101232,
+                1.3695879042350074,
+                1.390915117042367,
+                0.9165066682832561,
+                1.0788295714407763,
+                0.8648263176100378,
+                0.9635758583333331,
+                0.8878642706591297,
+                0.9006687498171835,
+                0.8634669309414519,
+                1.0263681887473621,
+                1.1035216758671196,
+                0.9668823371087334,
+                0.9093839574625667,
+                1.2537251227686863,
+                0.925393016008483,
+                0.9198488449490679,
+                0.9988290268424753,
+                0.1771101235529094,
+                1.05614751420039,
+                0.9497863099739803,
+                1.0994839009481026,
+                0.92792429034674,
+                0.9973731985207415,
+                1.4008749618490997,
+                0.9833759189369512,
+                0.7900467121392818,
+                0.5512800744398914,
+                1.0,
+                1.160435495736531,
+                0.840523823247663,
+                1.0569742675732663,
+                0.8576934466322704,
+                0.9349861286126709,
+                0.8587290535040432,
+                0.9574488028099564,
+                0.8825111948837125,
+                1.0,
+                0.9946462418130932,
+                0.8401625258336195,
+                1.0609041780534152,
+                0.8625411201961046,
+                0.8578849236354916,
+                0.9245113485505083,
+                0.9397104471617286,
+                0.949988633400937,
+                1.4949439323664353,
+                1.0752730715733643,
+                0.854508526946672,
+                1.0304209489391347,
+                0.9286338973772724
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1454611,
+    "cert_evals": {
+        "36": 0.43971630930900574,
+        "72": 0.3297872245311737,
+        "108": 0.23049645125865936,
+        "255": 0.07446808367967606
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/arrhythmia/fold_2/result.json b/UCI_N6/ldlt/runs/arrhythmia/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a27ce2698704d3c4e6681846951604cd32aa5842
--- /dev/null
+++ b/UCI_N6/ldlt/runs/arrhythmia/fold_2/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.6461538461538462,
+    "test_acc": 0.6642335766423357,
+    "train_size": 113,
+    "val_size": 65,
+    "test_size": 274,
+    "stats": {
+        "mean": [
+            [
+                0.003089986725663709,
+                -0.004440814159291977,
+                0.06255539469026555,
+                0.0030673203539822954,
+                0.001728016814159293,
+                0.11026861433628313,
+                0.017892446017699123,
+                -0.06960080176991157,
+                0.039233834283185866,
+                0.15144875398230093,
+                0.006497817787610628,
+                -0.01399969203539821,
+                0.12535314601769912,
+                0.032636741592920446,
+                -0.04566848761061949,
+                -0.12298024778761062,
+                -0.000969959292035392,
+                0.11890371504424775,
+                -0.09021629999999985,
+                -0.11451322123893802,
+                -0.04703600000000003,
+                0.06338747787610569,
+                -0.1056450000000003,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.09438650000000005,
+                -0.04968765486725668,
+                0.10877121769911505,
+                -0.018068128318584065,
+                -0.08296883185840709,
+                -0.05587280000000011,
+                -0.06895776106194693,
+                -2.920353983278935e-07,
+                -0.013222389380530894,
+                -0.04703600000000003,
+                0.06659287787610632,
+                -0.06659289999999989,
+                -0.1252820000000002,
+                0.010099320973451271,
+                0.07353538053097344,
+                -0.007326469911504469,
+                -0.07684545132743385,
+                -0.0339906548672566,
+                0.05784047787610613,
+                0.14110856637168143,
+                3.805309734868323e-07,
+                -0.04703600000000003,
+                -0.06704164601769919,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                0.15620863893805323,
+                -0.03053643008849556,
+                -0.18165605309734498,
+                -0.11233752212389378,
+                -0.04703600000000003,
+                -0.016779973451327427,
+                -0.021128761061946985,
+                -0.06659289999999989,
+                0.0665928778761063,
+                -0.06659289999999989,
+                -0.06659289999999989,
+                -0.09438650000000005,
+                -0.00463133628318579,
+                -0.07507774690265485,
+                -0.0007694676106195044,
+                -0.08089127433628311,
+                -0.10792991415929203,
+                -2.9203539847723323e-07,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                0.027216715044247893,
+                -0.04703600000000003,
+                -0.02592799999999999,
+                0.08057962389380531,
+                0.024038425752212503,
+                -0.16465999999999992,
+                -0.07926050000000014,
+                -0.09237758407079648,
+                -0.06659289999999989,
+                -0.043025663716814114,
+                0.14110856637168245,
+                0.1411085663716826,
+                -0.04703600000000003,
+                -0.023750336283185847,
+                0.03126479168141594,
+                0.008899934513274312,
+                -0.02743449557522126,
+                0.06331698053097352,
+                0.05539779646017699,
+                0.027216715044247736,
+                0.017897150442477798,
+                1.0619469029187476e-07,
+                1.061946903233147e-07,
+                -0.02112876106194691,
+                -0.1502479999999999,
+                -0.016447008849557545,
+                -0.0054378495575221125,
+                0.07474130442477876,
+                -0.07807693805309734,
+                -0.07854839999999999,
+                -0.008790955752212368,
+                1.0619469031152472e-07,
+                1.0619469029973474e-07,
+                0.038619840707964564,
+                1.061946903233147e-07,
+                1.0619469035868464e-07,
+                -2.920353983829134e-07,
+                -0.06884565486725683,
+                -0.043006230088495565,
+                0.13900964601769922,
+                -0.06902842477876096,
+                -0.06529410000000001,
+                -0.07149334513274326,
+                -0.043025663716814044,
+                -0.06659289999999989,
+                0.02721671504424799,
+                1.0619469029187476e-07,
+                -0.08165009999999992,
+                -0.1056450000000003,
+                -0.0844234336283186,
+                0.045172380530973465,
+                0.08091592477876108,
+                -0.08034439823008824,
+                -0.06118739999999991,
+                0.009105318584070807,
+                0.0665928778761063,
+                0.03861984070796471,
+                -0.06659289999999989,
+                -2.920353983475435e-07,
+                -0.01561157522123892,
+                0.034667146902654884,
+                0.04805644646017698,
+                0.07649909380531038,
+                0.0778107902654868,
+                -0.08165009999999992,
+                -0.04703600000000003,
+                0.027216715044247736,
+                0.003988389380530976,
+                0.07484829203539822,
+                0.06071553097345137,
+                0.014212502654867237,
+                0.06978295752212389,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.06659289999999989,
+                -0.1056450000000003,
+                -0.05670110707964598,
+                0.09375696460176995,
+                -0.16628776973451334,
+                -0.004178826548672555,
+                -0.07220739999999994,
+                -0.06694404424778763,
+                -0.06819787345132745,
+                -0.049705195575221274,
+                -0.11667001238938055,
+                -0.12676487345132748,
+                0.06602797345132745,
+                0.0027255099115044237,
+                0.08367987168141594,
+                -0.07531826548672561,
+                0.06618380000000008,
+                -0.05077870088495575,
+                -0.03939802035398229,
+                0.0725209725663717,
+                0.018818907079646008,
+                -0.0012129309734513318,
+                0.08232463584070795,
+                0.06279675221238941,
+                0.05451436991150446,
+                -0.09364632743362859,
+                -0.013597840707964663,
+                -0.02791582300884959,
+                0.02277181946902653,
+                0.09624579256637165,
+                0.10685669557522126,
+                0.05720445840707966,
+                -0.11690305221238939,
+                -0.07600262831858408,
+                0.20486032743362856,
+                -0.11598514159292016,
+                0.04703600000000003,
+                0.12372530088495573,
+                0.07733639557522128,
+                0.009731815840707961,
+                0.06515634630088495,
+                -0.004099914159292028,
+                -0.062444362831858426,
+                -0.14432490088495575,
+                0.010303688495575204,
+                -0.03996258407079658,
+                -0.01723771946902648,
+                -0.03748595911504427,
+                -0.09338390796460176,
+                -0.12455748761061945,
+                -0.07069998663716814,
+                0.09306433097345132,
+                0.05574491150442479,
+                0.05271592371681417,
+                -0.10488400000000016,
+                0.0725061,
+                -0.06092212743362833,
+                -0.021001579646017662,
+                0.08582514876106195,
+                0.05783091212389381,
+                0.07796875840707959,
+                -0.0484065486725664,
+                -0.06359218141592915,
+                0.12465353274336273,
+                -0.03740971681415926,
+                -0.006256027433628239,
+                0.02847770973451326,
+                0.03523589380530972,
+                -0.007258076106194675,
+                0.029468245840707955,
+                0.07720809823008848,
+                -0.029801646017699017,
+                -0.07590199938053097,
+                -0.0023667877876106243,
+                -0.06193052212389384,
+                0.0729473,
+                -0.08944441592920359,
+                -0.008905622654867247,
+                -0.09599750318584069,
+                -0.11731536725663715,
+                0.03799221946902657,
+                0.04264000707964609,
+                -0.05476776486725663,
+                -0.08099349336283189,
+                -0.06403644955752204,
+                0.0510427,
+                -0.1728837920353984,
+                0.04379192212389381,
+                -0.08503633221238939,
+                -0.04843164778761059,
+                -0.013288855929203541,
+                0.05900416725663712,
+                0.01502987168141596,
+                -0.028499033982300897,
+                -0.06898648672566376,
+                0.06213639999999999,
+                -0.020727761061946872,
+                0.056635334513274314,
+                -0.009026141592920364,
+                0.03156841769911506,
+                -0.12126076106194686,
+                0.06353122123893817,
+                0.031937667522123854,
+                0.029336698938053133,
+                0.12508993982300817,
+                -0.07582650442477877,
+                0.006734969026548675,
+                0.06509837044247789,
+                0.03657155663716816,
+                -0.13086254787610632,
+                -0.01249529203539823,
+                0.041217141592920364,
+                0.050712616814159305,
+                0.008828665486725618,
+                -0.04774530973451326,
+                -0.06531424955752214,
+                0.08627439557522125,
+                0.019008834867256633
+            ]
+        ],
+        "std": [
+            [
+                0.9244692810470073,
+                0.9993356910018533,
+                1.1547522998507793,
+                0.9432810092169331,
+                1.03584004279498,
+                0.8753158130277445,
+                1.0465755215467378,
+                0.9102607240673849,
+                1.023778543447583,
+                0.9297280045159075,
+                1.0069835198754635,
+                0.9525566546794436,
+                0.9399759480360307,
+                0.9978150756585966,
+                0.9862811329995884,
+                0.9613244275752023,
+                1.111865207612389,
+                0.9715796850385696,
+                1.0,
+                1.0813226579822182,
+                1.0,
+                1.2592635987036094,
+                1.0,
+                1.0,
+                1.4095057857234625,
+                1.0,
+                1.010538238524329,
+                1.0722512669094082,
+                1.0593646908068974,
+                0.605561339519823,
+                1.0,
+                0.9556792785074675,
+                0.9988936769842924,
+                0.9607982608538026,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                0.972373648410722,
+                1.0584533172538098,
+                1.0284056325027326,
+                0.8751294762374062,
+                0.7194469320515607,
+                0.9753483226530357,
+                1.9911349325902201,
+                0.99889397212978,
+                1.0,
+                0.7094990007768706,
+                0.8944357999064104,
+                1.0,
+                0.9004941973725803,
+                1.0121581074927941,
+                0.761525664661198,
+                0.6638398438080123,
+                1.0,
+                1.0084273596642825,
+                0.8944357999064123,
+                1.0,
+                1.4095057857234632,
+                1.0,
+                1.0,
+                1.0,
+                1.0674172345021198,
+                1.0415595393603108,
+                0.9952640371583976,
+                0.7847375185646767,
+                1.0253922671299165,
+                0.9988936769842935,
+                1.0,
+                1.0,
+                1.1521380745389769,
+                1.0,
+                0.9380600926852771,
+                0.9688329579782285,
+                1.0699750013871834,
+                1.0,
+                1.0,
+                0.9022130416875166,
+                1.0,
+                0.8547515543653855,
+                1.9911349325902201,
+                1.9911349325902201,
+                1.0,
+                0.9833161542151768,
+                0.9113836368578456,
+                1.0154070458101938,
+                0.8175726795277899,
+                1.0291658658053822,
+                1.0023879541161114,
+                1.1521380745389784,
+                1.0666606471785436,
+                0.9988939483461562,
+                0.9988939483461564,
+                0.8944357999064111,
+                1.0,
+                1.0194849042181624,
+                0.9377289254070391,
+                0.9868393622488469,
+                0.7115324821514019,
+                1.0,
+                0.9291878599599749,
+                0.9988939483461571,
+                0.9988939483461564,
+                1.150833993881672,
+                0.9988939483461564,
+                0.9988939483461563,
+                0.9988936769842928,
+                0.8446756150368765,
+                0.8840822390425243,
+                0.879273891482901,
+                0.356357040154056,
+                1.0,
+                0.8575361470050674,
+                0.8547515543653872,
+                1.0,
+                1.1521380745389762,
+                0.9988939483461562,
+                1.0,
+                1.0,
+                0.7707096318942795,
+                0.9479029615796615,
+                0.8861435214681488,
+                0.709392406059319,
+                1.0,
+                0.9648083778490988,
+                1.4095057857234619,
+                1.1508339938816696,
+                1.0,
+                0.9988936769842918,
+                0.8265732991714976,
+                1.0190844405952648,
+                0.9459831021380053,
+                1.7348381185160544,
+                1.1517740759366022,
+                1.0,
+                1.0,
+                1.152138074538978,
+                0.912843060712004,
+                1.1388119070973806,
+                0.9915799039109703,
+                1.002719667279991,
+                1.085125621845705,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.5001714286910226,
+                0.9966194693620798,
+                0.9443805992812078,
+                0.8655175815339226,
+                1.0,
+                0.7897012658620092,
+                1.1164175335449071,
+                1.264530190302258,
+                0.8921583865445091,
+                1.0648052330194941,
+                0.8695758038727032,
+                0.8660581580725691,
+                0.8367831000825393,
+                0.37197924168302665,
+                1.0,
+                0.9262178979224102,
+                0.9242646117464632,
+                0.973591105652927,
+                0.9951600891998066,
+                1.1111862475284577,
+                0.6670563380647561,
+                0.9442962334551489,
+                0.990332316811185,
+                0.480719441273429,
+                1.223234975369157,
+                0.940394811395897,
+                0.9089632031900003,
+                1.0458338698053655,
+                0.9721165818563446,
+                1.374767108546496,
+                0.8594004341053223,
+                0.7653673558229712,
+                0.6670525311692612,
+                0.645642563256581,
+                1.0,
+                0.891254315503885,
+                1.0775980834755503,
+                1.007431548670928,
+                0.9530753484316439,
+                1.4811962251096449,
+                1.2176806384389702,
+                0.9602107117788192,
+                0.8795846242039457,
+                1.1116750216535782,
+                0.9501349187678776,
+                1.0821885258200035,
+                1.1407026156836266,
+                0.9231893015164008,
+                0.8990327480493145,
+                0.6422405879838027,
+                0.9092214790537131,
+                0.9351958368508632,
+                1.0,
+                1.0,
+                0.9288775753611616,
+                0.8531876075690629,
+                1.034017858801366,
+                1.0285706599327553,
+                1.5382840820664052,
+                1.0793433921827003,
+                0.7014984131399681,
+                0.9478974831267535,
+                0.8121083950620509,
+                0.5317226069000799,
+                0.877495299738119,
+                1.105656776922663,
+                0.9679617815757274,
+                0.7155463726091819,
+                1.108302722756925,
+                1.0944778308312668,
+                0.7749616919771513,
+                0.8850563716056123,
+                0.5693811287198752,
+                1.0,
+                0.9220528856937216,
+                0.8553127512283658,
+                0.9975197765961968,
+                0.8796722204092665,
+                1.1740947078133768,
+                0.9516756586234943,
+                0.9063555755946218,
+                0.9537956983823893,
+                0.21590336552059824,
+                1.0,
+                1.1291952185180558,
+                1.0007499385498189,
+                1.0111383561599954,
+                0.9704983147288865,
+                1.1385710361021162,
+                0.7564588026775311,
+                1.0046465692486821,
+                0.9312841189336238,
+                0.6375502285227569,
+                1.0,
+                0.829387189699574,
+                1.0544363475675953,
+                0.9771879250820691,
+                1.0137760206245479,
+                1.0423498864484522,
+                0.43681029699877133,
+                0.8991224001063718,
+                0.8257144621838688,
+                1.968770644943309,
+                0.8856828178067617,
+                1.0398871114616712,
+                0.8345338516516961,
+                0.9722595951185294,
+                1.285772740124495,
+                0.8915167876690523,
+                0.8875667705363124,
+                0.6453390579256484,
+                0.9343424770462008,
+                0.8887305596443167,
+                1.0443061214405034,
+                1.027608228431771,
+                0.9189390661089004
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1454611,
+    "cert_evals": {
+        "36": 0.6131386756896973,
+        "72": 0.5474452376365662,
+        "108": 0.5218977928161621,
+        "255": 0.2956204414367676
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/arrhythmia/fold_3/result.json b/UCI_N6/ldlt/runs/arrhythmia/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..74aa2dc7644c62d88125ab1f896f24036ac2558a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/arrhythmia/fold_3/result.json
@@ -0,0 +1,554 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.6268656716417911,
+    "test_acc": 0.6397058823529411,
+    "train_size": 113,
+    "val_size": 67,
+    "test_size": 272,
+    "stats": {
+        "mean": [
+            [
+                0.04070993805309734,
+                0.11996151327433617,
+                -0.07505505699115043,
+                -0.053473368141592904,
+                -0.0023036168141593112,
+                -0.04386066761061949,
+                0.1000648973451327,
+                0.21898467610619468,
+                0.0844638663362832,
+                -0.21027526176991146,
+                0.08278053309734511,
+                0.02691175840707965,
+                -0.10311968407079651,
+                -0.019989650442477833,
+                -0.029568291150442447,
+                0.06979861946902657,
+                -0.09989179115044242,
+                -0.0017227557522123856,
+                -2.2654867243656462e-07,
+                0.06518417699115044,
+                -0.04703600000000003,
+                -0.1056450000000003,
+                -0.1056450000000003,
+                0.19977865575221251,
+                0.0665928778761063,
+                0.09438671238938035,
+                -0.10331811504424784,
+                -0.11287559292035391,
+                0.1063068938053097,
+                0.04291548672566383,
+                -0.05587280000000011,
+                -0.032180318584070916,
+                0.06704106194690261,
+                -0.1718930000000004,
+                -0.04703600000000003,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.08948672566371665,
+                -0.025450121504424723,
+                -0.17311484513274336,
+                0.07640526460176993,
+                0.11526853982300869,
+                0.1133023008849558,
+                -0.07326554867256642,
+                -0.04703600000000003,
+                0.047838725663716816,
+                -0.04703600000000003,
+                0.06704106194690251,
+                -0.02112876106194691,
+                -0.06659289999999989,
+                -0.013552253982300916,
+                -0.020357922123893812,
+                -0.027464973451327517,
+                -0.006002522123893788,
+                -0.04703600000000003,
+                -0.04337743362831858,
+                0.14790371681415934,
+                0.0665928778761063,
+                -0.06659289999999989,
+                0.06659287787610634,
+                -0.06659289999999989,
+                1.0619469029580476e-07,
+                0.044767823008849614,
+                0.08289923362831852,
+                -0.12235442831858409,
+                -0.11459614159292028,
+                0.14790476371681416,
+                -2.9203539830824354e-07,
+                -0.04703600000000003,
+                0.14110856637168223,
+                0.027216715044247736,
+                -0.04703600000000003,
+                -0.055889752212389385,
+                -0.12962760265486717,
+                0.10187851619469035,
+                -0.01324823008849549,
+                0.022193132743362702,
+                -0.07879260176991155,
+                0.0665928778761063,
+                0.12907584070796485,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.04703600000000003,
+                -0.002639044247787606,
+                0.054982569292035384,
+                0.05932991150442477,
+                -0.06964141592920373,
+                -0.07482919999999994,
+                -0.033238396460177,
+                0.13608353008849555,
+                0.0894867256637167,
+                -0.09438650000000005,
+                -0.09438650000000005,
+                -0.1056450000000003,
+                0.030049292035398203,
+                0.0004219557522123656,
+                0.04024157522123887,
+                0.01212035575221241,
+                -0.06541580530973452,
+                -0.07854839999999999,
+                0.02907596460176992,
+                -0.09438650000000005,
+                0.09438671238938048,
+                -0.03861907964601766,
+                1.0619469030366473e-07,
+                1.0619469029580476e-07,
+                -0.0670416460176993,
+                -0.04499362831858416,
+                0.0430065663716814,
+                0.05495734513274337,
+                0.025254761061947018,
+                -0.06529410000000001,
+                0.06800543362831867,
+                -0.15775999999999976,
+                0.0665928778761063,
+                -0.08165009999999992,
+                1.0619469029580476e-07,
+                -0.08165009999999992,
+                -0.021128761061946954,
+                0.0199548849557522,
+                -0.04005870796460183,
+                0.07256339026548671,
+                0.0029753097345135682,
+                0.008741072566371728,
+                -0.12291731858407075,
+                0.0665928778761063,
+                -0.03861907964601771,
+                0.0665928778761063,
+                -2.9203539835933345e-07,
+                -0.15365226548672545,
+                -0.02139016460176988,
+                0.03374174115044254,
+                -0.03278541946902662,
+                -0.16577226814159277,
+                0.027216715044247785,
+                0.14110856637168206,
+                -0.08165009999999992,
+                -0.17471278761061948,
+                -0.05009553982300891,
+                0.10357247787610621,
+                0.01421250265486715,
+                -0.16799606460176988,
+                0.1411085663716814,
+                -0.04703600000000003,
+                0.1997786557522125,
+                -0.02112876106194691,
+                0.10064383539823014,
+                -0.09822227433628321,
+                0.010812114336283181,
+                -0.0005969424778760985,
+                -0.034939104424778704,
+                -0.021039132743362887,
+                0.1549942769911504,
+                -0.05473569823008849,
+                0.09371048247787614,
+                0.1284547699115043,
+                0.08193819469026561,
+                -0.1894623433628318,
+                -0.03994628938053097,
+                0.005021592920354035,
+                0.06618380000000008,
+                0.046780255752212445,
+                0.12412912743362833,
+                -0.15687404504424782,
+                -0.04040450761061948,
+                0.01819149026548674,
+                0.047322232477876085,
+                -0.1316860601769911,
+                -0.08258592566371675,
+                0.05638880530973452,
+                -0.10198681415929205,
+                0.1290602176991152,
+                -0.03669845398230087,
+                -0.10499076469026546,
+                -0.12757559911504432,
+                -0.06652606637168137,
+                0.05155422566371681,
+                0.031605256637168136,
+                0.0629123805309736,
+                0.023197380530973564,
+                0.04703600000000003,
+                -0.03599286283185842,
+                -0.1574473318584071,
+                0.10887992823008849,
+                -0.053605181415929175,
+                -0.012299078761061958,
+                -0.05887616991150452,
+                0.07308711769911504,
+                0.09051549646017694,
+                -0.10846913274336303,
+                -0.15513741725663718,
+                0.12073644318584073,
+                0.05041307504424779,
+                0.1529646697345132,
+                0.0776218637168141,
+                0.057565741592920404,
+                -0.17276489823008853,
+                -0.014984845840707986,
+                -0.04701723008849572,
+                -0.03750280353982299,
+                0.06355189203539817,
+                0.06636549999999998,
+                -0.1410115592035399,
+                -0.08766313362831851,
+                -0.09892783274336285,
+                -0.013420267079645989,
+                0.09777304070796461,
+                0.07535415840707965,
+                -0.10688448672566354,
+                0.0625599000000001,
+                -0.011544922123893811,
+                -0.09627820707964604,
+                0.08584640530973452,
+                0.007022314424778771,
+                -0.05128431504424778,
+                -0.06365885663716808,
+                0.02538907345132746,
+                0.071253879380531,
+                -0.032786734513274456,
+                0.0729473,
+                0.04719471592920353,
+                0.014598110265486715,
+                0.026159213575221246,
+                0.059101831504424836,
+                -0.07843545663716811,
+                0.0003891433628318023,
+                0.014624393274336253,
+                0.03384382522123893,
+                -0.07310352920353969,
+                0.0510427,
+                0.14306325132743355,
+                -0.011243908849557487,
+                0.02559352380530976,
+                0.03617407230973455,
+                -0.012417333274336301,
+                -0.10102372743362834,
+                -0.09638603628318594,
+                0.02360371292035396,
+                -0.0742930973451328,
+                -0.014339143362831862,
+                0.03523714159292039,
+                0.03915302300884953,
+                -0.08945827723893807,
+                -0.02228378656637163,
+                0.10421852477876106,
+                0.0697730088495576,
+                -0.12811908238938052,
+                -0.10229047238938055,
+                -0.048111653097345074,
+                0.041196920353982314,
+                0.10879424867256633,
+                -0.10693692778761064,
+                0.02704163566371678,
+                0.12719723849557518,
+                0.1358370884955751,
+                -0.11345866194690264,
+                -0.11236356814159291,
+                0.008828665486725625,
+                0.04901849557522122,
+                0.10906433185840712,
+                -0.12028646725663718,
+                0.005514894867256633
+            ]
+        ],
+        "std": [
+            [
+                1.0502669179700934,
+                0.9792224218294541,
+                0.24305352147883325,
+                1.043042266446498,
+                1.0744571502175468,
+                0.9508826739984755,
+                0.9451555552883207,
+                1.1810283789026603,
+                1.0064552702700122,
+                1.1190882010665817,
+                0.9034793296608571,
+                1.1336521923679663,
+                0.9786491101919341,
+                0.9206985848676537,
+                0.8610889538505271,
+                0.9619675032812017,
+                0.9308084274399617,
+                0.9863758024756076,
+                0.9547571784517959,
+                0.9496800506935921,
+                1.0,
+                1.0,
+                1.0,
+                1.9844233966366367,
+                1.4095057857234627,
+                1.40632875858643,
+                0.892002130496044,
+                1.0129634785032875,
+                0.978487303853688,
+                1.1394715296586964,
+                1.0,
+                1.0267988761241287,
+                1.217866674742132,
+                1.0,
+                1.0,
+                1.4095057857234627,
+                1.0,
+                1.30048921660964,
+                1.101075351501756,
+                0.9423320679555461,
+                0.9745566669040967,
+                1.0784150005489006,
+                1.3072548131334407,
+                1.020520797792866,
+                1.0,
+                1.1116626840554256,
+                1.0,
+                1.2178666747421323,
+                0.8944357999064103,
+                1.0,
+                0.9763859814864452,
+                0.9882312110151381,
+                0.9941548135105892,
+                1.0805382570058093,
+                1.0,
+                0.9455390825539804,
+                1.5353137244867092,
+                1.4095057857234619,
+                1.0,
+                1.4095057857234636,
+                1.0,
+                0.9988939483461567,
+                0.9028116049768871,
+                1.0263167291591377,
+                0.9964436627027657,
+                0.4280387316306564,
+                1.0514551909197751,
+                0.9988936769842915,
+                1.0,
+                1.9911349325902201,
+                1.152138074538978,
+                1.0,
+                0.9644113662850948,
+                0.9806946309645141,
+                0.9930268680075975,
+                0.8905664891946655,
+                1.0736843273720693,
+                1.0058668086951204,
+                1.409505785723462,
+                1.3330925209888196,
+                1.0,
+                1.0,
+                1.0,
+                1.0450036005861865,
+                1.3244456183776097,
+                0.932189980942975,
+                0.9625014477361986,
+                1.0,
+                1.0074707737922228,
+                1.62207901125963,
+                1.3004892166096393,
+                1.0,
+                1.0,
+                1.0,
+                1.0917543201475843,
+                1.0127130749629136,
+                1.2877909824303606,
+                0.9604994075919616,
+                0.8657450013263874,
+                1.0,
+                1.0599660091906427,
+                1.0,
+                1.4063287585864277,
+                0.8174198991670479,
+                0.9988939483461567,
+                0.9988939483461567,
+                0.7094990007768708,
+                0.8740833234525124,
+                1.010657132912493,
+                0.9328151962443406,
+                1.3541564903516528,
+                1.0,
+                1.0437864539647888,
+                1.0,
+                1.409505785723462,
+                1.0,
+                0.9988939483461567,
+                1.0,
+                0.8944357999064098,
+                1.2065791134004533,
+                1.0500123468485083,
+                0.9959504427215604,
+                1.0958354145667224,
+                0.7400533918928887,
+                0.9943642075886404,
+                1.4095057857234627,
+                0.8174198991670482,
+                1.4095057857234627,
+                0.9988936769842922,
+                0.9193790839730072,
+                1.0436031910295362,
+                0.9868834993023391,
+                0.5782795414175284,
+                0.9541173647907301,
+                1.1521380745389775,
+                1.9911349325902201,
+                1.0,
+                0.9325216486314452,
+                1.0303184562115624,
+                0.9698188611354921,
+                1.0027196672799903,
+                1.0327882823860284,
+                1.9911349325902201,
+                1.0,
+                1.9844233966366391,
+                0.8944357999064109,
+                0.7112349595162911,
+                1.0528496975740775,
+                0.9693293962135208,
+                1.098217436491506,
+                0.39441056751713705,
+                1.131185111941341,
+                0.8933013668038887,
+                0.8692841653701331,
+                0.9535583303775852,
+                0.9578421783922644,
+                0.9351032690489206,
+                0.9587912379925385,
+                0.8874155629442673,
+                0.7402206710271984,
+                1.0,
+                1.0688089329251667,
+                0.997681462694144,
+                0.9866601266296527,
+                0.9496581319654654,
+                0.9257831061652533,
+                0.9073562336120353,
+                0.9768579353882867,
+                0.9602672008044747,
+                0.7793988687883875,
+                1.2643817992013762,
+                0.8858997832358527,
+                1.0783739453909889,
+                0.9243425987503827,
+                0.9894525958813807,
+                0.8138319611992417,
+                0.9527697944043735,
+                1.1413505837251008,
+                0.8792523651290115,
+                1.0992317647014969,
+                1.0,
+                1.065433498566479,
+                0.9150528093441637,
+                1.0062463574228966,
+                1.011250604668206,
+                0.7913263564369651,
+                0.9735543146496928,
+                0.9610800849612564,
+                0.9880567372837797,
+                0.3866698577857632,
+                0.9853949011817834,
+                0.990227174214131,
+                0.8869793376043191,
+                1.0049463863071384,
+                0.9992217219580515,
+                0.9135057665522096,
+                0.9794517412025064,
+                0.8334338014885702,
+                0.37518500497353446,
+                1.1642248030770597,
+                0.9506854878365382,
+                1.1083600583283926,
+                0.9361744720072924,
+                1.0051395038183164,
+                0.7234663786843327,
+                1.1371317753211319,
+                1.5356103741191347,
+                0.8479920793399001,
+                0.46656712729960265,
+                1.0,
+                1.0891589322731212,
+                0.8545812844441173,
+                1.3469557389840487,
+                1.3298686360213214,
+                0.8184103746992143,
+                1.2426545134673366,
+                0.9345647421429395,
+                0.8739291157345797,
+                0.7954155323258645,
+                1.0,
+                0.9396031266002715,
+                0.8729340873197525,
+                1.1022147706138496,
+                0.9052007430680863,
+                0.8002297286948205,
+                1.1474637082252046,
+                1.0050624674836923,
+                0.8958786752659496,
+                0.1199464140766847,
+                1.0,
+                0.9484606934407114,
+                0.924743989986394,
+                1.1045533858189263,
+                0.9763355497679247,
+                0.8775711016746042,
+                1.4892483405130004,
+                0.9479162196372228,
+                0.824520740664537,
+                0.48200134691826974,
+                0.8093410764663572,
+                1.0307538015892828,
+                0.8557116942728363,
+                0.9675781578595044,
+                0.9316537658305905,
+                0.961482671503125,
+                0.9499524026348503,
+                1.0156281171297905,
+                0.9533815998673338,
+                0.13577727875330386,
+                1.0944930405696027,
+                0.9984202119037168,
+                1.0610893586418122,
+                1.0416564535479678,
+                0.953141207852886,
+                0.9699518518482332,
+                1.0661304370514315,
+                0.9605383246803934,
+                0.9343424770461999,
+                1.1428421085341074,
+                0.9995106529728873,
+                1.0191031224939573,
+                1.0275583030415119
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 262,
+    "out_features": 13,
+    "depth": 6,
+    "padding": 524,
+    "parameters": 1454611,
+    "cert_evals": {
+        "36": 0.6029411554336548,
+        "72": 0.5845588445663452,
+        "108": 0.5183823704719543,
+        "255": 0.24632352590560913
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/audiology-std/fold_0/result.json b/UCI_N6/ldlt/runs/audiology-std/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1ea22eaf8827d8fdb71c711e2e2768d75cf7cb7
--- /dev/null
+++ b/UCI_N6/ldlt/runs/audiology-std/fold_0/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.22580645161290322,
+    "test_acc": 0.25,
+    "train_size": 25,
+    "val_size": 31,
+    "test_size": 140,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 348952,
+    "cert_evals": {
+        "36": 0.15714286267757416,
+        "72": 0.10000000149011612,
+        "108": 0.04285714402794838,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/audiology-std/fold_1/result.json b/UCI_N6/ldlt/runs/audiology-std/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d928c264423d40593927839e6045122609e5001
--- /dev/null
+++ b/UCI_N6/ldlt/runs/audiology-std/fold_1/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 23,
+    "best_val_acc": 0.5454545454545454,
+    "test_acc": 0.34057971014492755,
+    "train_size": 25,
+    "val_size": 33,
+    "test_size": 138,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 348952,
+    "cert_evals": {
+        "36": 0.28260868787765503,
+        "72": 0.239130437374115,
+        "108": 0.17391304671764374,
+        "255": 0.021739130839705467
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/audiology-std/fold_2/result.json b/UCI_N6/ldlt/runs/audiology-std/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..841e386c9040c48de0c7cfbf06f6389513e8af12
--- /dev/null
+++ b/UCI_N6/ldlt/runs/audiology-std/fold_2/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.4,
+    "test_acc": 0.3356164383561644,
+    "train_size": 25,
+    "val_size": 25,
+    "test_size": 146,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 348952,
+    "cert_evals": {
+        "36": 0.21232876181602478,
+        "72": 0.08219178020954132,
+        "108": 0.04109589010477066,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/audiology-std/fold_3/result.json b/UCI_N6/ldlt/runs/audiology-std/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..448c6c1c43a629c24c9f8a59e0a8989974ad1c77
--- /dev/null
+++ b/UCI_N6/ldlt/runs/audiology-std/fold_3/result.json
@@ -0,0 +1,148 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.43333333333333335,
+    "test_acc": 0.3191489361702128,
+    "train_size": 25,
+    "val_size": 30,
+    "test_size": 141,
+    "stats": {
+        "mean": [
+            [
+                -1.7763568394002505e-17,
+                -8.399999999486596e-07,
+                7.99999999756551e-08,
+                -1.2800000001833566e-06,
+                -3.6000000007696543e-07,
+                -8.799999999986596e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.000000002006402e-08,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                -3.199999999159431e-07,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -3.3306690738754695e-17,
+                -3.999999999981796e-07,
+                0.0,
+                7.99999999756551e-08,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                -8.659739592076221e-17,
+                0.0,
+                0.0,
+                0.0,
+                -7.199999999940587e-07,
+                -4.800000000759752e-07,
+                2.799999999325564e-07,
+                0.0,
+                2.220446049250313e-18,
+                0.0,
+                -1.5999999996907377e-07,
+                0.0,
+                -4.0000000006479297e-07,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9797958971132714,
+                0.979795399156076,
+                0.979796007645425,
+                0.9797944438980055,
+                0.979795825808005,
+                0.9797970293219844,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132714,
+                1.0,
+                0.9797961795409461,
+                0.979796007645425,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797960076454252,
+                1.0,
+                0.9797960772142222,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132711,
+                0.9797952000000001,
+                1.0,
+                0.9797960076454251,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                0.9797958971132709,
+                1.0,
+                1.0,
+                1.0,
+                0.9797942770355633,
+                0.9797949007791427,
+                0.9797958854236333,
+                1.0,
+                0.979795897113271,
+                1.0,
+                0.9797957933341287,
+                1.0,
+                0.9797952,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 59,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 118,
+    "parameters": 348952,
+    "cert_evals": {
+        "36": 0.25531914830207825,
+        "72": 0.1702127605676651,
+        "108": 0.06382978707551956,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balance-scale/fold_0/result.json b/UCI_N6/ldlt/runs/balance-scale/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..22f062353bee31a0c8ac259712c8ed670e86b96f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balance-scale/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8554216867469879,
+    "test_acc": 0.8523316062176166,
+    "train_size": 156,
+    "val_size": 83,
+    "test_size": 386,
+    "stats": {
+        "mean": [
+            [
+                0.05887832692307693,
+                -2.5641025661690044e-08,
+                0.09964028205128199,
+                -0.09058207692307692
+            ]
+        ],
+        "std": [
+            [
+                0.9464310236223092,
+                0.9765235538802873,
+                0.9974316897506468,
+                1.0391308031314608
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.5310880541801453,
+        "72": 0.27461138367652893,
+        "108": 0.04663212224841118,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balance-scale/fold_1/result.json b/UCI_N6/ldlt/runs/balance-scale/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4682866aaa25c1c57b57d72f1780b7980aa8710
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balance-scale/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.865979381443299,
+    "test_acc": 0.8225806451612904,
+    "train_size": 156,
+    "val_size": 97,
+    "test_size": 372,
+    "stats": {
+        "mean": [
+            [
+                0.09511109615384612,
+                -3.416070845000482e-17,
+                0.00905823076923074,
+                0.08152388461538454
+            ]
+        ],
+        "std": [
+            [
+                1.0090351712085057,
+                1.0055834762270852,
+                0.9532661180714023,
+                1.002273371607005
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.4677419364452362,
+        "72": 0.1666666716337204,
+        "108": 0.0026881720405071974,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balance-scale/fold_2/result.json b/UCI_N6/ldlt/runs/balance-scale/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..caa1f9674af33fb6c92699ebb4d112bac9a57638
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balance-scale/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.7741935483870968,
+    "test_acc": 0.7632978723404256,
+    "train_size": 156,
+    "val_size": 93,
+    "test_size": 376,
+    "stats": {
+        "mean": [
+            [
+                -0.00452913461538464,
+                0.06340748717948716,
+                -1.2820512825151571e-08,
+                0.09964030769230771
+            ]
+        ],
+        "std": [
+            [
+                0.9879158233594086,
+                0.9907460042778667,
+                1.027617579941566,
+                0.9614936385801037
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.47074466943740845,
+        "72": 0.22872339189052582,
+        "108": 0.07180850952863693,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balance-scale/fold_3/result.json b/UCI_N6/ldlt/runs/balance-scale/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d39e16cae81519e53076b8a8a6610de27d9cb2e2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balance-scale/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8152173913043478,
+    "test_acc": 0.8408488063660478,
+    "train_size": 156,
+    "val_size": 92,
+    "test_size": 377,
+    "stats": {
+        "mean": [
+            [
+                0.05434929487179499,
+                -0.08605298076923085,
+                0.06793655769230768,
+                -0.16757685256410257
+            ]
+        ],
+        "std": [
+            [
+                1.0569029867956488,
+                1.0161657906649941,
+                0.9625917447832895,
+                0.9469510608150327
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.6896551847457886,
+        "72": 0.45888593792915344,
+        "108": 0.2493368685245514,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balloons/fold_0/result.json b/UCI_N6/ldlt/runs/balloons/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3b6544883f33edf0614e9739765c1612e38e569a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balloons/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.75,
+    "test_acc": 0.625,
+    "train_size": 4,
+    "val_size": 4,
+    "test_size": 8,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.968246,
+                0.968246,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balloons/fold_1/result.json b/UCI_N6/ldlt/runs/balloons/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbfe03e854b4eebb9dd5630699e4990a49453f46
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balloons/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5,
+    "train_size": 4,
+    "val_size": 2,
+    "test_size": 10,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.484123,
+                0.0,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                0.968246,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balloons/fold_2/result.json b/UCI_N6/ldlt/runs/balloons/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..152fd82553b87ac0598341ef4faf852bb00c3693
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balloons/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.45454545454545453,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                -0.484123,
+                0.0,
+                -0.484123,
+                -0.484123
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.968246,
+                0.8385256331126676,
+                0.8385256331126676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/balloons/fold_3/result.json b/UCI_N6/ldlt/runs/balloons/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e721f36d959179a60309426a4b2a53c48cd0732f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/balloons/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 1.0,
+    "test_acc": 0.8181818181818182,
+    "train_size": 4,
+    "val_size": 1,
+    "test_size": 11,
+    "stats": {
+        "mean": [
+            [
+                0.48412299999999997,
+                0.484123,
+                -0.968246,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.8385256331126676,
+                0.8385256331126676,
+                1.0,
+                0.968246
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/bank/fold_0/result.json b/UCI_N6/ldlt/runs/bank/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..39295fd60c5b4bd1b716e0216a229880f061818e
--- /dev/null
+++ b/UCI_N6/ldlt/runs/bank/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8644793152639088,
+    "test_acc": 0.8806691449814127,
+    "train_size": 1130,
+    "val_size": 701,
+    "test_size": 2690,
+    "stats": {
+        "mean": [
+            [
+                -0.043444115752212485,
+                0.038350172566371764,
+                0.021509683185840713,
+                -0.021201484955752213,
+                -0.006912000000000016,
+                0.04290420228318581,
+                -0.031048147787610524,
+                -0.010544807964601867,
+                -0.027401819469027113,
+                -0.0011023982300885904,
+                -0.020262814867256583,
+                -0.01690946219469023,
+                -0.0050658819469022965,
+                0.027795634513274152,
+                0.0035984575221236132,
+                0.03735520353982189
+            ]
+        ],
+        "std": [
+            [
+                0.9589625434028519,
+                0.9947635481983416,
+                1.013551308348929,
+                0.9759306172571834,
+                1.025514103095601,
+                1.1941195969624385,
+                0.9952628808737004,
+                1.0099558672249285,
+                1.0069197139677768,
+                1.0315253300196314,
+                1.005152797600638,
+                0.9721293687592033,
+                0.9311569270874402,
+                1.0436010567990328,
+                0.9725976279868672,
+                1.0344584167333912
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.8148698806762695,
+        "72": 0.7182156443595886,
+        "108": 0.5925650596618652,
+        "255": 0.021561337634921074
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/bank/fold_1/result.json b/UCI_N6/ldlt/runs/bank/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3685f2bc970f1736431ae6059157f48d1572f299
--- /dev/null
+++ b/UCI_N6/ldlt/runs/bank/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8791044776119403,
+    "test_acc": 0.8805586181550901,
+    "train_size": 1130,
+    "val_size": 670,
+    "test_size": 2721,
+    "stats": {
+        "mean": [
+            [
+                -0.01574801380530978,
+                0.0023927396460177394,
+                0.0021967858407077644,
+                -0.01932307256637162,
+                0.006853599999999982,
+                -0.03479098039734521,
+                0.0010882398230089275,
+                0.02142298584070794,
+                -0.04310824424778776,
+                -0.002926514159292115,
+                -0.01356536707964567,
+                0.01527978015929205,
+                -0.04149083628318521,
+                -0.006613960176991296,
+                0.006211176106194516,
+                -0.021354536283185895
+            ]
+        ],
+        "std": [
+            [
+                0.969300386690253,
+                1.0029838787869998,
+                1.0077378567908635,
+                1.0067270576318987,
+                0.9737641828355684,
+                0.8874066057167844,
+                1.0000362134178429,
+                0.978768086158569,
+                1.0166647522536418,
+                1.0110908544078474,
+                0.9795699211960872,
+                0.988628308543735,
+                0.8468895052095667,
+                1.0088647512260476,
+                1.0744144429583726,
+                0.97024384329565
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.8401322960853577,
+        "72": 0.785005509853363,
+        "108": 0.7089305520057678,
+        "255": 0.28739434480667114
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/bank/fold_2/result.json b/UCI_N6/ldlt/runs/bank/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d3e1c5d6ce62ac57cf51f145ee375cbefc7dd58
--- /dev/null
+++ b/UCI_N6/ldlt/runs/bank/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9004329004329005,
+    "test_acc": 0.8728687916975537,
+    "train_size": 1130,
+    "val_size": 693,
+    "test_size": 2698,
+    "stats": {
+        "mean": [
+            [
+                0.03612999486725651,
+                0.0039014732743363205,
+                -0.026264318584070866,
+                0.007914513274336264,
+                -2.920000000001238e-05,
+                -0.02074493859203536,
+                -0.02212137345132746,
+                -0.02529917433628319,
+                -0.017585318584070603,
+                0.002009283628318563,
+                -0.032913651327433256,
+                0.01575317238053096,
+                0.01656134477876116,
+                0.004832360176991011,
+                0.0046435044247787275,
+                -0.007806110619469017
+            ]
+        ],
+        "std": [
+            [
+                1.026029784154538,
+                1.014567266706415,
+                0.9934924943110668,
+                1.0009548228746656,
+                0.9999976513205256,
+                0.9005330945128681,
+                0.9966950423207805,
+                1.02369326820955,
+                1.0066229970970322,
+                1.0105897259642973,
+                0.9953808522736891,
+                1.0444837633462487,
+                0.9721502138598372,
+                1.0252935681497495,
+                0.9895490051866441,
+                0.9907898156267138
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.8391401171684265,
+        "72": 0.787620484828949,
+        "108": 0.7205337285995483,
+        "255": 0.3172720670700073
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/bank/fold_3/result.json b/UCI_N6/ldlt/runs/bank/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8f9175a400a3be95289d58eddda5665c3890124a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/bank/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8883861236802413,
+    "test_acc": 0.8793988269794721,
+    "train_size": 1130,
+    "val_size": 663,
+    "test_size": 2728,
+    "stats": {
+        "mean": [
+            [
+                -0.0319807638938054,
+                0.00842759592920361,
+                0.0032132584070795264,
+                -0.0512567557522122,
+                0.02061919999999998,
+                0.017208951831858395,
+                -0.023906728318583995,
+                0.009127680530973464,
+                0.04229537345132683,
+                0.03913422522123883,
+                -0.0012866005309730669,
+                0.019049747389380534,
+                0.0011946368141599608,
+                -0.01394144424778776,
+                -0.01887086017699146,
+                -0.012322258407079635
+            ]
+        ],
+        "std": [
+            [
+                0.9997012384907139,
+                1.011637351521284,
+                1.0052459246549308,
+                0.9835551200097631,
+                0.9188989108776542,
+                0.975563370252112,
+                0.9964151726496702,
+                0.9910016079646086,
+                0.9876324728734414,
+                0.9709295082923052,
+                1.018649934814902,
+                1.045208416973306,
+                1.0916320113723843,
+                0.971971990527501,
+                0.9802679634858928,
+                0.9883913040231975
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.8379765152931213,
+        "72": 0.7804251909255981,
+        "108": 0.7071114182472229,
+        "255": 0.16532258689403534
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/blood/fold_0/result.json b/UCI_N6/ldlt/runs/blood/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..569c83242754487116fabdfefad706b034f8fa79
--- /dev/null
+++ b/UCI_N6/ldlt/runs/blood/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.6721311475409836,
+    "test_acc": 0.6264236902050114,
+    "train_size": 187,
+    "val_size": 122,
+    "test_size": 439,
+    "stats": {
+        "mean": [
+            [
+                0.08207599251336908,
+                0.07211877540106948,
+                0.07211877540106948,
+                0.12092969090909093
+            ]
+        ],
+        "std": [
+            [
+                1.0915037898164763,
+                0.9154190444987925,
+                0.9154190444987925,
+                1.0234960637376278
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.04555808752775192,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/blood/fold_1/result.json b/UCI_N6/ldlt/runs/blood/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7edada017438c094b98b9f05c122bd08f0a98eb
--- /dev/null
+++ b/UCI_N6/ldlt/runs/blood/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7844827586206896,
+    "test_acc": 0.7640449438202247,
+    "train_size": 187,
+    "val_size": 116,
+    "test_size": 445,
+    "stats": {
+        "mean": [
+            [
+                -0.0044589358288771265,
+                -0.03777642245989305,
+                -0.03777642245989305,
+                -0.04118699946524062
+            ]
+        ],
+        "std": [
+            [
+                1.0355747128653376,
+                1.0168425706533084,
+                1.0168425706533084,
+                0.9389071377082803
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/blood/fold_2/result.json b/UCI_N6/ldlt/runs/blood/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..398d9cc30c535825b6684c8b3854f0d940a3140c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/blood/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.6727272727272727,
+    "test_acc": 0.6917960088691796,
+    "train_size": 187,
+    "val_size": 110,
+    "test_size": 451,
+    "stats": {
+        "mean": [
+            [
+                0.05565309197860972,
+                -0.04876601497326191,
+                -0.04876601497326191,
+                0.022211831550802065
+            ]
+        ],
+        "std": [
+            [
+                1.2081413746481122,
+                0.9472357528176619,
+                0.9472357528176619,
+                0.9442482982599183
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.006651884876191616,
+        "72": 0.002217294881120324,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/blood/fold_3/result.json b/UCI_N6/ldlt/runs/blood/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..71a51f0c5577b59a095a21ce030a286172106340
--- /dev/null
+++ b/UCI_N6/ldlt/runs/blood/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.6949152542372882,
+    "test_acc": 0.654627539503386,
+    "train_size": 187,
+    "val_size": 118,
+    "test_size": 443,
+    "stats": {
+        "mean": [
+            [
+                0.02856966417112282,
+                -0.11561878823529406,
+                -0.11561878823529406,
+                -0.0299989443850266
+            ]
+        ],
+        "std": [
+            [
+                1.1041996654221626,
+                0.9454192748690525,
+                0.9454192748690525,
+                0.9892882254644951
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5512,
+    "cert_evals": {
+        "36": 0.4920993447303772,
+        "72": 0.3837471902370453,
+        "108": 0.268623024225235,
+        "255": 0.011286681517958641
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_0/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3fe92d5fae801811b4935ece555f06ef59bb278
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_0/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.95,
+    "test_acc": 0.9423631123919308,
+    "train_size": 142,
+    "val_size": 80,
+    "test_size": 347,
+    "stats": {
+        "mean": [
+            [
+                0.0825849457746479,
+                0.16776179100774652,
+                0.08018569295774641,
+                0.08525118492957748,
+                -0.13794442330985915,
+                -0.020546994366197266,
+                0.031128610563380326,
+                0.027148295774647915,
+                -0.03857999985915492,
+                -0.13734727633802823,
+                0.08226506922535208,
+                -0.06624039612676055,
+                0.09562314598591552,
+                0.11241559394366195,
+                -0.0706283795774648,
+                0.012817941971830999,
+                0.03673792985915488,
+                0.06254002929577464,
+                -0.016561529295774678,
+                -0.03867594647887324,
+                0.07726569126760555,
+                0.11026314366197185,
+                0.07734966126760559,
+                0.07510323753521127,
+                -0.10811489788732392,
+                0.017963794225352204,
+                0.03508001049295764,
+                0.03470587605633805,
+                -0.006298125654929594,
+                -0.05882395070422536
+            ]
+        ],
+        "std": [
+            [
+                1.0298680528672801,
+                1.0456187991444128,
+                1.0339745446187498,
+                1.1112548477482211,
+                0.9413610006349405,
+                1.0168663973319072,
+                1.0127149891342198,
+                0.9829034935431965,
+                0.9115153190139265,
+                0.8362062139046329,
+                1.3277929800502757,
+                0.7882767184809211,
+                1.351171258508586,
+                1.4874958213599554,
+                0.8030624718228448,
+                1.0638857030973894,
+                1.0680975160236916,
+                1.029388660893026,
+                0.8840778078833855,
+                0.9386046041123467,
+                1.042323932480091,
+                1.0325935116911305,
+                1.0468623000133939,
+                1.097427344818284,
+                0.9438879408105022,
+                1.048839947871273,
+                1.087511123501064,
+                1.02306665439061,
+                0.9281333050780699,
+                0.9709946269989288
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 86792,
+    "cert_evals": {
+        "36": 0.9221901893615723,
+        "72": 0.8876080513000488,
+        "108": 0.8328530192375183,
+        "255": 0.36023053526878357
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_1/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b110b3f254af3cf0a16eeb71a553be387ff8628b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_1/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.9634146341463414,
+    "test_acc": 0.9710144927536232,
+    "train_size": 142,
+    "val_size": 82,
+    "test_size": 345,
+    "stats": {
+        "mean": [
+            [
+                -0.11201186056338029,
+                0.07070025633802816,
+                -0.10239308169014083,
+                -0.11672702063380279,
+                0.032527111971830974,
+                0.05026270500000002,
+                -0.02818336908450703,
+                -0.04343403450704224,
+                -0.02067522316901408,
+                0.08708522408450704,
+                -0.11080013492957747,
+                0.04381799119718306,
+                -0.0825752031690141,
+                -0.11760619366197181,
+                -0.12109326042253515,
+                0.0031279288732394177,
+                -0.06837052551408451,
+                -0.09945178922535211,
+                0.02686396394366193,
+                -0.03645938134507036,
+                -0.09511004859154928,
+                0.08993712535211269,
+                -0.07473255774647886,
+                -0.10130778450704225,
+                0.04382505676056337,
+                0.08864361894366199,
+                0.03680164077464787,
+                -0.003688304577464759,
+                0.0977748130774647,
+                0.08804689718309852
+            ]
+        ],
+        "std": [
+            [
+                0.9195016301354824,
+                1.094593366492765,
+                0.9291056843219847,
+                0.8651637977085379,
+                1.104895872882098,
+                1.0612349352106514,
+                0.9960386306069985,
+                0.9599334814324468,
+                0.995073713912434,
+                1.0059759191906428,
+                0.8154754957601557,
+                1.1714910738712319,
+                0.8337124056974246,
+                0.7056775636749633,
+                0.8384686418997397,
+                0.997008703041016,
+                0.7652271837716654,
+                0.9491550332342998,
+                0.9894126977193328,
+                0.8349121832481521,
+                0.9324374909578882,
+                1.0776300277359205,
+                0.9582162700674596,
+                0.8930111054213019,
+                1.0965646002689322,
+                1.0909755237588887,
+                1.0811372221216917,
+                1.0368266566472815,
+                1.0808007528399084,
+                1.0161303395181038
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 86792,
+    "cert_evals": {
+        "36": 0.9623188972473145,
+        "72": 0.9304348230361938,
+        "108": 0.9072464108467102,
+        "255": 0.7246376872062683
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_2/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fd85a87e4dfefb4e9206a8d7113fb2016a4b83c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_2/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9545454545454546,
+    "test_acc": 0.943952802359882,
+    "train_size": 142,
+    "val_size": 88,
+    "test_size": 339,
+    "stats": {
+        "mean": [
+            [
+                -0.021816593521126793,
+                0.06485498873239437,
+                -0.02247304859154929,
+                -0.029893932042253508,
+                0.038515619718309926,
+                -0.02588728169014086,
+                -0.05297414225352113,
+                -0.003333404225352076,
+                0.04336582049295775,
+                -0.03314538676056333,
+                -0.030619029577464745,
+                -0.0005102492957746506,
+                -0.05296082697183101,
+                -0.03949717746478873,
+                0.010749251408450719,
+                -0.0881686789436619,
+                -0.1314002314507042,
+                -0.11034913126760565,
+                -0.034516665140845094,
+                -0.06504294760563381,
+                -0.02178127598591549,
+                0.04724548049295773,
+                -0.027157091126760537,
+                -0.033063059859154906,
+                0.05190005140845066,
+                -0.03469985169014086,
+                -0.07640525704225351,
+                -0.020877885915492986,
+                0.0502971771619718,
+                -0.0047201802816901695
+            ]
+        ],
+        "std": [
+            [
+                0.9463937708331187,
+                1.0456850321490456,
+                0.9481587587922021,
+                0.9061036579406758,
+                0.9991272345406123,
+                0.9529645424014063,
+                0.9656412252488126,
+                1.0086024557337858,
+                1.0101851762447767,
+                0.971237840916314,
+                0.8511955942668115,
+                0.9348241096823969,
+                0.7677709117900025,
+                0.7619556774338143,
+                0.9861286665457306,
+                0.835402354513955,
+                0.6497713689377111,
+                0.83419033386709,
+                0.8966910096607936,
+                0.7137654744350889,
+                0.9276882020178508,
+                1.0094191904095935,
+                0.9175498580969587,
+                0.8830907945718708,
+                0.9951613811713826,
+                0.955386515361877,
+                0.9648461201262609,
+                1.0198807080859185,
+                1.0490861818978507,
+                0.9618292961310324
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 86792,
+    "cert_evals": {
+        "36": 0.9233038425445557,
+        "72": 0.8997049927711487,
+        "108": 0.8584070801734924,
+        "255": 0.6371681690216064
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_3/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5fec095edd098f1c6479839a255bc9c28c883720
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-diag/fold_3/result.json
@@ -0,0 +1,90 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.9753086419753086,
+    "test_acc": 0.9624277456647399,
+    "train_size": 142,
+    "val_size": 81,
+    "test_size": 346,
+    "stats": {
+        "mean": [
+            [
+                0.041954460563380286,
+                -0.03068368455563383,
+                0.05642674225352119,
+                0.04212094478873236,
+                0.0753741992957746,
+                0.19173782535211265,
+                0.13158766190140847,
+                0.10927857042253514,
+                0.12073864654929573,
+                0.16060644718309858,
+                0.0007204726760563243,
+                0.02137304077464788,
+                0.05429816549295772,
+                -0.012780137042253566,
+                0.013563698028169006,
+                0.15196018795774635,
+                0.11918610920422545,
+                0.08330966570422528,
+                0.08884857161971826,
+                0.08853129507042258,
+                0.03332697760563379,
+                -0.006147756197183027,
+                0.06017890535211265,
+                0.025833432394366203,
+                0.10165912112676065,
+                0.184136802112676,
+                0.17515080211267609,
+                0.12936214014084502,
+                0.10002845492957746,
+                0.16336953521126774
+            ]
+        ],
+        "std": [
+            [
+                1.0573062114321623,
+                0.9552884577469056,
+                1.0710079092993716,
+                1.0509022734984494,
+                1.1270846333930622,
+                1.1567722248607955,
+                1.1330587765489406,
+                1.140649555855837,
+                1.1542513895561295,
+                1.0051375538789176,
+                0.8967996396101922,
+                1.097489083446709,
+                0.9381483291097392,
+                0.7912780594989863,
+                0.9397288734854672,
+                0.9788202766737033,
+                1.073938446577066,
+                0.9563830108562081,
+                1.1438144705840625,
+                0.7701703811879946,
+                1.0262729293228618,
+                0.9839279786422038,
+                1.0483951162266714,
+                1.0167649174977718,
+                1.0851034209747896,
+                1.0398339487141628,
+                1.1490024738247944,
+                1.0756456277267925,
+                1.0959872724158726,
+                0.9323448193880042
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 30,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 60,
+    "parameters": 86792,
+    "cert_evals": {
+        "36": 0.9393063187599182,
+        "72": 0.9219653010368347,
+        "108": 0.8930635452270508,
+        "255": 0.5549132823944092
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_0/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..23b6675bac96c8010cf33135bd5b0bf2347622f4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8636363636363636,
+    "test_acc": 0.7401574803149606,
+    "train_size": 49,
+    "val_size": 22,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.31970781836734696,
+                0.1594104081632653,
+                0.24753781836734692,
+                0.15300701836734695,
+                0.1584555244897959,
+                -0.07602553591836737,
+                -0.06153886122448981,
+                0.024552744897959188,
+                0.06713168775510207,
+                -0.10528630102040819,
+                -0.1678704836734694,
+                -0.0915255861224489,
+                0.07864324755102042,
+                -0.0763010120408163,
+                -0.037683283673469285,
+                -0.06905704693877551,
+                -0.042495671428571434,
+                -0.06359507428571427,
+                0.03737176122448981,
+                -0.1542635448979592,
+                -0.17539257755102045,
+                0.03410600122448976,
+                0.19654199204081632,
+                0.030810593877551008,
+                0.026635724489795946,
+                -0.07049495102040816,
+                -0.06440993673469386,
+                -0.08851851224489796,
+                0.02908160000000001,
+                -0.1859407571428571,
+                -0.1654363697959184,
+                0.12819854693877544,
+                0.07058588775510208
+            ]
+        ],
+        "std": [
+            [
+                0.8821495545994039,
+                1.046791889090161,
+                0.9578267027302361,
+                1.039660283165596,
+                1.062402836067028,
+                0.8890421367893667,
+                0.77925901952072,
+                1.0440797113889244,
+                1.07089974397772,
+                0.8387965488338012,
+                0.843277245772551,
+                0.9360392595139003,
+                0.9823857653557395,
+                0.9082591415396649,
+                0.9365116398737245,
+                0.5979213497916245,
+                0.6539721608757036,
+                0.7958185885004673,
+                0.9242350544633458,
+                0.6845312987462778,
+                0.6502938972920995,
+                0.949219789937265,
+                0.9404670831714534,
+                0.9171284397752019,
+                0.9104156790640995,
+                1.0518203238418193,
+                0.8156351280441914,
+                0.8683551446970883,
+                0.9112079933660755,
+                0.813430119013099,
+                0.8388136650033143,
+                1.1512761088815193,
+                1.0375108599738538
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.6062992215156555,
+        "72": 0.4645669162273407,
+        "108": 0.3385826647281647,
+        "255": 0.07086613774299622
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_1/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..411ceb2eed02ad77a01ae23a1af0f7d6676e50df
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.7,
+    "test_acc": 0.773109243697479,
+    "train_size": 49,
+    "val_size": 30,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                -0.2954286122448979,
+                0.22705779387755098,
+                0.13045305210204083,
+                0.21518541632653068,
+                0.21329647816326533,
+                -0.23494008897959187,
+                -0.13741642857142858,
+                -0.01620160836734699,
+                0.07495674877551023,
+                -0.08356683326530613,
+                -0.30211086122448977,
+                0.17222382204081632,
+                0.1861636093877551,
+                0.18613398183673469,
+                0.17258124081632648,
+                -0.019180042857142875,
+                0.011242470816326589,
+                -0.019861698775510188,
+                0.09400348163265304,
+                0.03439312653061231,
+                -0.08544421122448984,
+                0.1251565993877551,
+                0.0614657979591837,
+                0.1106848959183673,
+                0.10643556734693876,
+                -0.283786518367347,
+                -0.22690647755102036,
+                -0.21750787142857142,
+                -0.11082883795918366,
+                -0.2517320069387755,
+                -0.3646700183673469,
+                0.17979882653061224,
+                -0.02691289795918366
+            ]
+        ],
+        "std": [
+            [
+                0.8143503780150015,
+                0.9174121431953063,
+                0.9505147809888337,
+                0.9270519324131056,
+                0.9280401005535991,
+                1.1301563685159044,
+                1.0842494023346008,
+                1.17774758901752,
+                1.1259425788210895,
+                1.0343443324314006,
+                0.899946779911175,
+                1.0776959194375155,
+                1.0652779342066867,
+                1.0778896598336396,
+                1.0489415511808549,
+                1.0202607569462199,
+                1.065380703338058,
+                1.046928716393895,
+                1.0889438008342867,
+                1.0504050035821422,
+                0.966138030350577,
+                0.8642794080204923,
+                1.0800430340260923,
+                0.8743291823479178,
+                0.8688670309147045,
+                1.0842628402104706,
+                0.8975026094533473,
+                0.9571151684782386,
+                1.0396216376453484,
+                0.914946697740367,
+                0.749250166005288,
+                1.1231797264684098,
+                0.8886200116636936
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_2/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1936f135a3ed6571230381c48970833f1af923c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.7027027027027027,
+    "test_acc": 0.7410714285714286,
+    "train_size": 49,
+    "val_size": 37,
+    "test_size": 112,
+    "stats": {
+        "mean": [
+            [
+                -0.03842323061224502,
+                -0.10614214693877552,
+                0.030698034693877517,
+                -0.1000028979591836,
+                -0.08415378163265311,
+                -0.03538041755102043,
+                -0.04750202040816325,
+                -0.10165484306122448,
+                -0.1358923424489796,
+                -0.02547460816326529,
+                0.027964706122448967,
+                0.1158320934693878,
+                0.2141981857142857,
+                0.11305339408163259,
+                0.09026773632653065,
+                -0.07205539183673473,
+                -0.11876845979591835,
+                -0.09018467959183678,
+                -0.001788581632653037,
+                -0.09199452244897957,
+                -0.05832562632653058,
+                -0.06420658346938772,
+                0.05587048142857144,
+                -0.07304466938775511,
+                -0.028326246938775446,
+                -0.04279098959183677,
+                -0.11518350408163265,
+                -0.12291339183673465,
+                -0.1940691712244898,
+                -0.03263718653061224,
+                -0.029735322448979654,
+                0.15452512040816324,
+                0.20183378571428573
+            ]
+        ],
+        "std": [
+            [
+                0.9794534025714385,
+                1.0053275769298504,
+                0.9095119348920842,
+                1.008933323770274,
+                0.9879586777091109,
+                1.0102761898726105,
+                0.9960048575197608,
+                1.0021029195920532,
+                0.9776597311295145,
+                0.9821341050152573,
+                0.9436155579641772,
+                1.1817284472744785,
+                1.1856988946274227,
+                1.1970542714305854,
+                1.1086625077552497,
+                0.6618568645391364,
+                0.7687365990953271,
+                0.8119143908977525,
+                1.0415418534564902,
+                0.8186632232431363,
+                0.8434368212477027,
+                1.0615598386819989,
+                0.8454048970519085,
+                1.0522702304694245,
+                1.041897029381895,
+                1.1007804274989816,
+                0.8280858289610474,
+                0.8451988761728604,
+                1.0253215425598294,
+                0.9705970427113062,
+                0.8554540105246272,
+                0.9682864062481196,
+                1.2134784272055537
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.6875000596046448,
+        "72": 0.6160714626312256,
+        "108": 0.5625,
+        "255": 0.2321428656578064
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_3/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbd81155d7e4afbd3787b5971b980901e1a2f629
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc-prog/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.72,
+    "test_acc": 0.5967741935483871,
+    "train_size": 49,
+    "val_size": 25,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.06744018775510212,
+                0.18968365714285723,
+                -0.014217911020408189,
+                0.21184517142857145,
+                0.16995342797959181,
+                0.0988115742857143,
+                0.23174346530612244,
+                0.2643820010204082,
+                0.2708541071428573,
+                0.17052290612244894,
+                0.08597982244897957,
+                0.02605522000000001,
+                -0.09904910612244898,
+                0.07999727979591835,
+                0.021088532448979617,
+                0.032508024489795916,
+                0.1139721422448979,
+                0.17344601857142858,
+                0.1454327612244898,
+                0.09731225102040818,
+                0.07194746775510205,
+                0.15103356959183675,
+                -0.07001499795918376,
+                0.19365317551020406,
+                0.10773460285714288,
+                0.06407297959183662,
+                0.08076181836734692,
+                0.18958595510204077,
+                0.30016600816326516,
+                0.048603673469387716,
+                0.014894271020408143,
+                0.2872125,
+                0.2280839387755102
+            ]
+        ],
+        "std": [
+            [
+                0.9697920367102327,
+                0.9203134351014114,
+                0.9060497409545201,
+                0.9187807307729611,
+                0.9729266703311016,
+                0.9430977585802243,
+                0.8769553733450195,
+                0.8356859349258849,
+                0.8680804682359612,
+                1.0166341852710845,
+                0.8914293133833798,
+                0.7940097770795826,
+                0.7723528820449007,
+                0.8508321197542031,
+                0.7752894285658177,
+                0.7444263872990391,
+                0.9053411998307737,
+                0.9999993608516502,
+                0.8504750965678145,
+                1.090497279238265,
+                0.7631870591645827,
+                0.9076864322017706,
+                0.8687695687330197,
+                0.9366133883217269,
+                0.9044846120349299,
+                0.9712465829469978,
+                0.7332294033502637,
+                0.8612201045664006,
+                0.9404165330479154,
+                0.8777899215486339,
+                0.6950358654750831,
+                1.288136700201249,
+                1.084093306135652
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_0/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3eaa0d3c4c32a7dcbe47095abb84124b93e1bd20
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.9915254237288136,
+    "test_acc": 0.9556650246305419,
+    "train_size": 175,
+    "val_size": 118,
+    "test_size": 406,
+    "stats": {
+        "mean": [
+            [
+                -0.022535588571428563,
+                0.03270772571428592,
+                0.05325746457142836,
+                0.06163440114285701,
+                0.059859796571428064,
+                -0.04726777714285723,
+                0.04544096571428557,
+                0.06602559942857117,
+                0.14610774857142944
+            ]
+        ],
+        "std": [
+            [
+                0.952214787303689,
+                1.0892638945885795,
+                1.0696936676502014,
+                1.089278359409774,
+                1.1050209023715667,
+                0.9596438048031793,
+                1.0789832917046138,
+                1.092361737838657,
+                1.280102883239457
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_1/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d609fec8d312ee6310be60997323dde5e0396229
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.9912280701754386,
+    "test_acc": 0.9463414634146341,
+    "train_size": 175,
+    "val_size": 114,
+    "test_size": 410,
+    "stats": {
+        "mean": [
+            [
+                -0.014418068571428517,
+                0.008363611428571432,
+                0.0013426971428572047,
+                0.04362350857142855,
+                0.06760174228571425,
+                -0.012737622857143117,
+                0.12043267999999967,
+                -0.02566830114285711,
+                -0.0004912342857143631
+            ]
+        ],
+        "std": [
+            [
+                1.0359812403938078,
+                0.9851680594955492,
+                1.0075838815724851,
+                1.0487044899930569,
+                1.0481096015979268,
+                0.9902459117914181,
+                1.0891962569916647,
+                0.9837374432610851,
+                1.028364534365016
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.2512195110321045,
+        "72": 0.08536585420370102,
+        "108": 0.002439024392515421,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_2/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1881df52be1a3f6cd6b7e1ea440093e0a7a4a90f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.9626168224299065,
+    "test_acc": 0.9568345323741008,
+    "train_size": 175,
+    "val_size": 107,
+    "test_size": 417,
+    "stats": {
+        "mean": [
+            [
+                0.022111400000000093,
+                0.05892480000000022,
+                0.053257361714285696,
+                0.011603669142857164,
+                0.01340863999999994,
+                0.028070879999999694,
+                -0.015489731428571414,
+                -0.006955264571428654,
+                -0.02714547428571435
+            ]
+        ],
+        "std": [
+            [
+                1.030600322394337,
+                1.0255153351270532,
+                1.050776582254071,
+                0.979718412809739,
+                0.9943823240987255,
+                1.0416854377063047,
+                1.0036051510508777,
+                0.9886021184539473,
+                1.0198774589002766
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.40527579188346863,
+        "72": 0.2973621189594269,
+        "108": 0.2326139211654663,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_3/result.json b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d705e5cde420a257bc7cbb33a3ada13ce3bbdb29
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer-wisc/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.978494623655914,
+    "test_acc": 0.9605568445475638,
+    "train_size": 175,
+    "val_size": 93,
+    "test_size": 431,
+    "stats": {
+        "mean": [
+            [
+                0.0424054742857143,
+                -0.014108091428571279,
+                -0.00827128971428571,
+                -0.056438248,
+                -0.030462011428571644,
+                0.035918565714285505,
+                -0.09751196000000009,
+                -0.053737870857142926,
+                -0.04380451428571453
+            ]
+        ],
+        "std": [
+            [
+                0.9542842873481718,
+                0.9773558222868145,
+                0.959218665273952,
+                0.9009025916399945,
+                0.98004059543331,
+                1.0172287889258582,
+                1.000728061455461,
+                0.9224531635202544,
+                0.947073789238405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.9350347518920898,
+        "72": 0.7238978743553162,
+        "108": 0.3016241192817688,
+        "255": 0.15777261555194855
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer/fold_0/result.json b/UCI_N6/ldlt/runs/breast-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5b4f9d1af10b89aa00a41e9dfda4bc0dea036501
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8529411764705882,
+    "test_acc": 0.6740331491712708,
+    "train_size": 71,
+    "val_size": 34,
+    "test_size": 181,
+    "stats": {
+        "mean": [
+            [
+                -0.0162575774647888,
+                0.01285738028169014,
+                0.05645037746478872,
+                -0.0029103802816902316,
+                -0.11736198591549311,
+                -0.028151649295774777,
+                -0.03566477464788737,
+                0.00970807042253526,
+                0.22726122535211296
+            ]
+        ],
+        "std": [
+            [
+                1.0503834784726616,
+                0.9628419637542994,
+                0.9596794691642652,
+                0.9092740907525307,
+                1.049772063174192,
+                1.0411696038595801,
+                0.9953573619388768,
+                0.9968442343032266,
+                0.8156962912830921
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.37016576528549194,
+        "72": 0.07182320952415466,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer/fold_1/result.json b/UCI_N6/ldlt/runs/breast-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a558f11093fcd2423186a8dbcb6c101276cb54b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.6923076923076923,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.19254230985915494,
+                -0.19285994366197182,
+                0.20358705070422517,
+                0.009330281690140758,
+                -0.03202669014084532,
+                -0.08538911549295794,
+                -0.007489267605633831,
+                -0.18945425352112666,
+                -0.10300454929577448
+            ]
+        ],
+        "std": [
+            [
+                1.026498898055275,
+                1.0381849522269773,
+                0.8715501768246713,
+                1.1092478240870034,
+                1.0696236526518819,
+                1.0540261837033709,
+                0.9977471789729346,
+                0.7297492222931498,
+                1.0547842980526614
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer/fold_2/result.json b/UCI_N6/ldlt/runs/breast-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..08eddcac68f60ed5cace911d97938393641a0ac4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.7666666666666667,
+    "test_acc": 0.7027027027027027,
+    "train_size": 71,
+    "val_size": 30,
+    "test_size": 185,
+    "stats": {
+        "mean": [
+            [
+                0.011582478873239406,
+                0.03857201408450704,
+                0.023010226760563364,
+                -0.21100099999999994,
+                0.1670883239436617,
+                -0.04723080000000009,
+                -0.17654230985915503,
+                0.10343116901408457,
+                -0.003924816901408183
+            ]
+        ],
+        "std": [
+            [
+                1.0328973500575376,
+                0.9120557342457011,
+                1.064258264362845,
+                0.5867856877712776,
+                0.7568737218929631,
+                1.003788410624883,
+                0.9711357918131928,
+                0.9987696871895037,
+                1.0006562466084945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.021621622145175934,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-cancer/fold_3/result.json b/UCI_N6/ldlt/runs/breast-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5bbc615754aff5ed8a18415a93dade6404e8dee0
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-cancer/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.7608695652173914,
+    "test_acc": 0.6863905325443787,
+    "train_size": 71,
+    "val_size": 46,
+    "test_size": 169,
+    "stats": {
+        "mean": [
+            [
+                0.10902253521126751,
+                -0.06428660563380281,
+                0.1099546112676056,
+                0.08277422535211261,
+                -0.1742519718309861,
+                0.18171905915492953,
+                -0.14836680281690146,
+                0.1854393802816902,
+                -0.16905770422535188
+            ]
+        ],
+        "std": [
+            [
+                0.9700145966779166,
+                1.0084610495616426,
+                1.0559460579933821,
+                1.206060152642598,
+                1.1213259288422783,
+                0.9728498213970074,
+                0.9776535548414097,
+                1.0665540888636171,
+                1.0843586560371206
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.1124260351061821,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-tissue/fold_0/result.json b/UCI_N6/ldlt/runs/breast-tissue/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..794d99398c08eb7fd5f44320cf2958429f7c0cce
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-tissue/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.5625,
+    "test_acc": 0.609375,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.05975213076923076,
+                -0.1700837961538461,
+                -0.07101548961538463,
+                -0.07560978846153853,
+                -0.09291733192307686,
+                -0.016577561538461575,
+                -0.04475990000000001,
+                -0.07285894230769238,
+                0.07173603846153843
+            ]
+        ],
+        "std": [
+            [
+                1.0224159106861461,
+                0.8445520785357892,
+                0.7741253936128145,
+                0.8853536860600771,
+                0.38729731508258874,
+                0.9582996830625056,
+                0.82333349002183,
+                0.8965544012774733,
+                1.0474511376253193
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-tissue/fold_1/result.json b/UCI_N6/ldlt/runs/breast-tissue/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2fe3029107f83e8ef7a92b49290c664e89edf4e
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-tissue/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.29411764705882354,
+    "test_acc": 0.31746031746031744,
+    "train_size": 26,
+    "val_size": 17,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                0.06515484615384612,
+                0.03429535384615387,
+                0.00023585769230772996,
+                0.02817068038461536,
+                0.29457321923076923,
+                0.28562573076923076,
+                0.1850123226923077,
+                0.007732330769230795,
+                0.09394715384615383
+            ]
+        ],
+        "std": [
+            [
+                1.0481371005758702,
+                0.9468687513118862,
+                0.9541555931791563,
+                1.161367210725673,
+                1.8089072605844074,
+                1.4326989403612587,
+                1.2263588432882497,
+                1.1230111041722295,
+                1.0768662243391771
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-tissue/fold_2/result.json b/UCI_N6/ldlt/runs/breast-tissue/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab976920b3fe7f3adeb75603a0bb5bc1002995cf
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-tissue/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.22727272727272727,
+    "test_acc": 0.3448275862068966,
+    "train_size": 26,
+    "val_size": 22,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                0.1420645923076924,
+                -0.021972550769230735,
+                0.05583075653846149,
+                0.1584816346153846,
+                0.34043701807692306,
+                0.2878222653846154,
+                0.08915464576923074,
+                0.16733479230769233,
+                0.15722880769230765
+            ]
+        ],
+        "std": [
+            [
+                1.1134982409667369,
+                0.9816789499398818,
+                1.0050663167371856,
+                1.3274295018092825,
+                1.8473866317578664,
+                1.5489183023129736,
+                1.1110278693236766,
+                1.3406661330121303,
+                1.11545486536904
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.22413793206214905,
+        "72": 0.1551724076271057,
+        "108": 0.051724135875701904,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/breast-tissue/fold_3/result.json b/UCI_N6/ldlt/runs/breast-tissue/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7f5366e7b4f4c25f1bb2ea3791e5a4ba1c40b585
--- /dev/null
+++ b/UCI_N6/ldlt/runs/breast-tissue/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.47058823529411764,
+    "train_size": 26,
+    "val_size": 12,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1574124615384615,
+                0.10245514615384627,
+                0.03514549230769227,
+                0.3551133961538462,
+                0.3894629076923076,
+                0.3001374115384615,
+                0.28138883461538466,
+                0.3308483076923076,
+                0.1433466538461538
+            ]
+        ],
+        "std": [
+            [
+                1.080732063435857,
+                0.9803609509557707,
+                0.9980517989674806,
+                1.3433457176877586,
+                1.8319487646118202,
+                1.4349909430519747,
+                1.3440593710651376,
+                1.3474895378547405,
+                1.0747301574317993
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.22058823704719543,
+        "72": 0.0882352963089943,
+        "108": 0.05882352963089943,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/car/fold_0/result.json b/UCI_N6/ldlt/runs/car/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..07e0ed2882e58537e04a27b197c50346e37db940
--- /dev/null
+++ b/UCI_N6/ldlt/runs/car/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.7962962962962963,
+    "test_acc": 0.7758284600389863,
+    "train_size": 432,
+    "val_size": 270,
+    "test_size": 1026,
+    "stats": {
+        "mean": [
+            [
+                0.08486305092592587,
+                -0.024837976851851778,
+                -1.3287037036350012e-06,
+                0.011336944444444445,
+                -0.03684506944444444,
+                -0.03401083333333333
+            ]
+        ],
+        "std": [
+            [
+                1.0016589891278265,
+                1.0231915721256846,
+                0.9608720065155524,
+                0.9785956932593036,
+                0.9832757136677825,
+                1.0299163223065575
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5642,
+    "cert_evals": {
+        "36": 0.5555555820465088,
+        "72": 0.32163742184638977,
+        "108": 0.1179337203502655,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/car/fold_1/result.json b/UCI_N6/ldlt/runs/car/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd88074b8ca199dd28c1aee03fcecd984fa0c187
--- /dev/null
+++ b/UCI_N6/ldlt/runs/car/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8700787401574803,
+    "test_acc": 0.8464491362763915,
+    "train_size": 432,
+    "val_size": 254,
+    "test_size": 1042,
+    "stats": {
+        "mean": [
+            [
+                0.11177086574074095,
+                0.05174572685185183,
+                0.006257092592592696,
+                -0.014171180555555555,
+                0.00850270833333333,
+                -0.04251354166666666
+            ]
+        ],
+        "std": [
+            [
+                1.0027127363181396,
+                1.0149158181522542,
+                1.0007483470954381,
+                0.9838637435503522,
+                0.9979369093278955,
+                0.9935806706647962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5642,
+    "cert_evals": {
+        "36": 0.6746640801429749,
+        "72": 0.4942418336868286,
+        "108": 0.3109405040740967,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/car/fold_2/result.json b/UCI_N6/ldlt/runs/car/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1110498e9631859f190ac26a504960f440c1c824
--- /dev/null
+++ b/UCI_N6/ldlt/runs/car/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.84,
+    "test_acc": 0.8221797323135756,
+    "train_size": 432,
+    "val_size": 250,
+    "test_size": 1046,
+    "stats": {
+        "mean": [
+            [
+                0.03725695833333315,
+                -0.008279379629629494,
+                -0.017212699074074026,
+                -0.022673888888888886,
+                0.11053520833333332,
+                -0.005668472222222222
+            ]
+        ],
+        "std": [
+            [
+                1.015550913169218,
+                1.0070528609914111,
+                1.0176501107132674,
+                0.9748453883737107,
+                1.0057305909552958,
+                0.9857113000295774
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5642,
+    "cert_evals": {
+        "36": 0.6806883215904236,
+        "72": 0.5391969084739685,
+        "108": 0.4216061234474182,
+        "255": 0.06883364915847778
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/car/fold_3/result.json b/UCI_N6/ldlt/runs/car/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f952165aa9ca513fc8ce0a12cecb08b561c21da
--- /dev/null
+++ b/UCI_N6/ldlt/runs/car/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8205128205128205,
+    "test_acc": 0.8494623655913979,
+    "train_size": 432,
+    "val_size": 273,
+    "test_size": 1023,
+    "stats": {
+        "mean": [
+            [
+                0.006209462962963474,
+                0.006209476851851934,
+                -0.0015661527777777126,
+                -0.017005416666666662,
+                0.02267388888888889,
+                -0.04534777777777777
+            ]
+        ],
+        "std": [
+            [
+                1.0216642383326442,
+                0.997836524752538,
+                0.9973262178910823,
+                0.9855809020000981,
+                1.020073036790825,
+                0.9917072748761516
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 5642,
+    "cert_evals": {
+        "36": 0.6598240733146667,
+        "72": 0.4349951148033142,
+        "108": 0.2678396999835968,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_0/result.json b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3a852e81607c4e86e70d106ba4f149208c942a6e
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.6677115987460815,
+    "test_acc": 0.6559561128526645,
+    "train_size": 531,
+    "val_size": 319,
+    "test_size": 1276,
+    "stats": {
+        "mean": [
+            [
+                0.05696145216572526,
+                0.04547308248587554,
+                0.02537313540489641,
+                0.00411199623352259,
+                0.004895357815442945,
+                0.008270713935970049,
+                0.005839290018833664,
+                -0.016622836393596845,
+                0.056058268926553946,
+                -0.03742293794726937,
+                0.012369841544256039,
+                0.0072619020715631285,
+                0.009574918079096046,
+                0.031539144971751344,
+                0.013908543314500948,
+                0.011100862523540712,
+                0.04299334557438753,
+                0.0388642668549907,
+                0.03971033022598931,
+                0.04886574700564973,
+                0.01822254990583819
+            ]
+        ],
+        "std": [
+            [
+                0.9791003932834449,
+                1.021744482805594,
+                1.1340682159044895,
+                1.0045684160238317,
+                1.0167341100485954,
+                1.0690427250537498,
+                1.0300221271732741,
+                1.0094253367928134,
+                1.0210603991574776,
+                0.9572713912379988,
+                1.0483212024662971,
+                1.0072461534048065,
+                1.0014897901284459,
+                0.9804849453944862,
+                0.9885214019890697,
+                1.0745697261946487,
+                0.992143934303644,
+                0.984246843865331,
+                0.9805974247887139,
+                1.1272267847632704,
+                1.0038856117840471
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22864,
+    "cert_evals": {
+        "36": 0.5603448152542114,
+        "72": 0.4537617564201355,
+        "108": 0.3471786677837372,
+        "255": 0.09482758492231369
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_1/result.json b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9d706b246b8a291b2aba116d9096dea45184beea
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.6291793313069909,
+    "test_acc": 0.6579778830963665,
+    "train_size": 531,
+    "val_size": 329,
+    "test_size": 1266,
+    "stats": {
+        "mean": [
+            [
+                0.02423730847457605,
+                0.013319074199623025,
+                0.015243735216572874,
+                0.004751267419963072,
+                -0.009100580225987828,
+                0.008270713935970045,
+                0.024992621468926206,
+                0.03573573145009404,
+                -0.005775212429378253,
+                -0.0017990462335216943,
+                -0.04130081879472713,
+                0.004844720715630924,
+                0.008810358945386055,
+                0.025032086685499028,
+                -0.003331445386064059,
+                0.003099077212806293,
+                0.013448002824858358,
+                0.00903407777777766,
+                0.006905300357815675,
+                0.014681350583804143,
+                -0.02494074199623351
+            ]
+        ],
+        "std": [
+            [
+                0.9901364010340642,
+                1.0331843009790576,
+                1.0385537848348627,
+                1.004594460707876,
+                0.9939531654620118,
+                1.0690427250537498,
+                1.1059904833090093,
+                1.0066519698467797,
+                0.9947251360209003,
+                1.007854194532267,
+                0.9613978699084029,
+                1.0039167957400732,
+                1.0015612937949965,
+                1.0093255157872945,
+                0.9891264460600468,
+                0.9170858677231267,
+                1.0232842600875196,
+                0.9997950684728752,
+                1.0142818567858394,
+                1.0064323164990734,
+                0.9910108983737475
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22864,
+    "cert_evals": {
+        "36": 0.5434439182281494,
+        "72": 0.43048974871635437,
+        "108": 0.3278041183948517,
+        "255": 0.0703001618385315
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_2/result.json b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..44d93dbfb65d28b56689ce9e5e8075da4ee01633
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.7062314540059347,
+    "test_acc": 0.643879173290938,
+    "train_size": 531,
+    "val_size": 337,
+    "test_size": 1258,
+    "stats": {
+        "mean": [
+            [
+                -0.017864035781544274,
+                0.006498658568738066,
+                0.055962871563087456,
+                0.031599305084746454,
+                -0.01800729736346521,
+                0.008270713935970026,
+                -0.010121785310734386,
+                0.06804887372881353,
+                -0.026457461770244318,
+                -0.009681385969868147,
+                -0.06351851043314512,
+                0.0022826497175141396,
+                0.0007831224105461175,
+                0.006246139887005633,
+                0.020293879472693028,
+                -0.039576907721280453,
+                -0.031042671939736536,
+                -0.02997460489642182,
+                -0.02915410564971728,
+                -0.03835001242937842,
+                -0.02802381167608266
+            ]
+        ],
+        "std": [
+            [
+                0.9840240485333955,
+                1.0369630058509158,
+                1.3077211738329413,
+                0.9781910820406798,
+                0.9593815683814114,
+                1.0690427250537495,
+                0.9831811654899777,
+                1.0030139105693259,
+                0.9410382228102027,
+                1.0102835335540883,
+                0.9567918855139759,
+                0.9840184308800868,
+                0.9460545431142556,
+                1.0343625123637432,
+                0.9972026659995562,
+                0.9845178278494092,
+                0.982127775954673,
+                0.9875424397739129,
+                0.9974176458730358,
+                0.9332863192875079,
+                1.005191404704601
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22864,
+    "cert_evals": {
+        "36": 0.5572336912155151,
+        "72": 0.47138315439224243,
+        "108": 0.37440383434295654,
+        "255": 0.12162162363529205
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_3/result.json b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1f5330a74da982ef71fa3be5322db90b27734d2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-10clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.680379746835443,
+    "test_acc": 0.6520719311962471,
+    "train_size": 531,
+    "val_size": 316,
+    "test_size": 1279,
+    "stats": {
+        "mean": [
+            [
+                0.00242115593220332,
+                -0.035886080602636754,
+                -0.03572555838041413,
+                -0.01890058003766386,
+                -0.032639473446328435,
+                0.008270713935969828,
+                -0.010121798493407167,
+                0.037159613276836166,
+                -0.026031056685498998,
+                -0.0068150113747645945,
+                -0.01142061785310738,
+                -0.00994834726930324,
+                -0.03017912354048965,
+                -0.07131180037664787,
+                -0.020571447269303055,
+                -0.026240708097928056,
+                0.01977089152542346,
+                -0.0009897885122410945,
+                0.008988329585687696,
+                -0.027821750659133063,
+                0.07988433521657268
+            ]
+        ],
+        "std": [
+            [
+                0.9646815053252067,
+                0.9964364169189934,
+                0.8667767137648238,
+                0.9918320242400497,
+                0.9443068366192023,
+                1.0690427250537484,
+                0.9028491559082471,
+                0.9963685539925591,
+                0.9378981844514512,
+                0.9990211691032591,
+                0.9968931340694016,
+                0.9947823538218709,
+                1.01034823063542,
+                0.9491639320099594,
+                0.9768788202272297,
+                0.8919007118681375,
+                0.9486367993709804,
+                0.9697075304143699,
+                0.975375266216865,
+                0.9399010412320569,
+                0.9783943677709094
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22864,
+    "cert_evals": {
+        "36": 0.5605942010879517,
+        "72": 0.4620797634124756,
+        "108": 0.35652855038642883,
+        "255": 0.08835027366876602
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_0/result.json b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..be559e19c4a737f150951d149424ced7480813cb
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.891640866873065,
+    "test_acc": 0.8687106918238994,
+    "train_size": 531,
+    "val_size": 323,
+    "test_size": 1272,
+    "stats": {
+        "mean": [
+            [
+                -0.030111656873823105,
+                -0.003732127118644177,
+                0.01116787758945438,
+                -0.08985611299434969,
+                -0.00846454877589486,
+                0.008270713935970052,
+                0.01860809416195951,
+                0.07714044712806034,
+                -0.005562035969867772,
+                -0.02718609557438801,
+                -0.012457818041431213,
+                0.012724705461393555,
+                -0.02157851902071565,
+                -0.007921984030131852,
+                0.03306414218455754,
+                0.04044068926553697,
+                -0.048516965348399554,
+                -0.04458778192090391,
+                -0.03123695568738192,
+                0.02170018583804156,
+                -0.018774542372881505
+            ]
+        ],
+        "std": [
+            [
+                1.0267196734843282,
+                1.0079165135088577,
+                0.9473557451244335,
+                0.9914796817927604,
+                1.004413984395137,
+                1.0690427250537498,
+                1.0265337126752654,
+                1.0005000887455053,
+                1.027745709308044,
+                0.9908319242282088,
+                1.0037543771306683,
+                1.0398975301195088,
+                1.0062327099761543,
+                1.0841869723664168,
+                1.0142218392015123,
+                1.151741953917099,
+                1.0734457791437295,
+                1.0354213623061976,
+                1.0200885928553527,
+                1.1205840477329363,
+                1.0030899076810105
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22409,
+    "cert_evals": {
+        "36": 0.8388364315032959,
+        "72": 0.803459107875824,
+        "108": 0.7625786066055298,
+        "255": 0.5660377144813538
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_1/result.json b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..63bb3f2a184b5cdbdc949010ca7a4843309eab1d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8773006134969326,
+    "test_acc": 0.863672182821119,
+    "train_size": 531,
+    "val_size": 326,
+    "test_size": 1269,
+    "stats": {
+        "mean": [
+            [
+                0.016391169491525318,
+                0.0011396926553671261,
+                -0.02373987099811634,
+                0.03607396610169575,
+                -0.010373017325799852,
+                0.00827071393597003,
+                0.012223685499058473,
+                0.010651874764595136,
+                0.01981098888888896,
+                0.01887923308851223,
+                -0.018915777890772333,
+                -0.015072648775894497,
+                0.009447557815442556,
+                -0.017157672448210953,
+                -0.006524062146892641,
+                -0.03690971751412391,
+                -0.03587095574387965,
+                -0.017897674387947204,
+                -0.022515022862523364,
+                0.011496865838041524,
+                -0.04343927306967993
+            ]
+        ],
+        "std": [
+            [
+                0.9391569592897272,
+                1.0230906606141204,
+                0.9581004188558814,
+                0.9835526445831309,
+                0.9979926559581693,
+                1.0690427250537498,
+                1.0123898646052452,
+                1.000643989202775,
+                1.0328535759777588,
+                1.0412458470198602,
+                1.0101002215424937,
+                1.0019895656154183,
+                1.0176643747680885,
+                0.9912502978877031,
+                0.9736333689619006,
+                0.8842664932785655,
+                1.039084545290219,
+                0.9977498578188039,
+                0.9855549645903211,
+                1.0605253991894208,
+                1.000119457990836
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22409,
+    "cert_evals": {
+        "36": 0.8250591158866882,
+        "72": 0.7825059294700623,
+        "108": 0.7265563607215881,
+        "255": 0.41686367988586426
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_2/result.json b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d315c39e25b29d7f655e30ec395cd2f25b7b7e74
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8727272727272727,
+    "test_acc": 0.8790513833992095,
+    "train_size": 531,
+    "val_size": 330,
+    "test_size": 1265,
+    "stats": {
+        "mean": [
+            [
+                0.011989649905837963,
+                0.017703763653483834,
+                -0.04815508248587558,
+                0.0878522580037672,
+                -0.0001940107344639859,
+                -0.0574620999999995,
+                0.04414582297551817,
+                0.04154100908662901,
+                0.0033932510357819923,
+                0.013044282391713674,
+                -0.042404981242937984,
+                0.04134378888888889,
+                -0.01985842806026365,
+                0.05704191233521654,
+                0.04647320527306972,
+                -0.06624954802259869,
+                0.0383948538606398,
+                0.015676433521657228,
+                0.03476359286252388,
+                0.0983877023352167,
+                -0.00027604896421838714
+            ]
+        ],
+        "std": [
+            [
+                1.0121411725514342,
+                1.0022698506112053,
+                0.7850107263672123,
+                1.021861659011844,
+                1.0205680703685656,
+                1.0,
+                1.0504178369202641,
+                0.9762037792485212,
+                0.9969033920323853,
+                1.0262088384173584,
+                0.9577094393711939,
+                1.018018865673482,
+                1.0072567026892174,
+                1.0240761987453126,
+                0.9864342700743015,
+                0.8655231462742808,
+                1.0132444325659744,
+                1.002180759880479,
+                1.0086965056851351,
+                1.1584443320466373,
+                0.9678154222739248
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22409,
+    "cert_evals": {
+        "36": 0.8474308252334595,
+        "72": 0.8134387135505676,
+        "108": 0.7754940390586853,
+        "255": 0.5660079121589661
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_3/result.json b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..942c6cacaab4d6ab331559d37e4360ba58abaff6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cardiotocography-3clases/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.8785942492012779,
+    "test_acc": 0.874414976599064,
+    "train_size": 531,
+    "val_size": 313,
+    "test_size": 1282,
+    "stats": {
+        "mean": [
+            [
+                0.07590710470809812,
+                -0.024193697175141464,
+                -0.04779198342749522,
+                -0.03360304143126111,
+                0.029070319209039387,
+                -0.024595693032014893,
+                0.005839325800377342,
+                0.06772045080037671,
+                0.004032814877590208,
+                -0.01572106636534833,
+                -0.023934781092278794,
+                -0.0005697517890771726,
+                -0.008709438794726921,
+                -0.015583420433144993,
+                -0.012270593220338952,
+                0.01910270809792879,
+                -0.009544668926553972,
+                -0.0007485035781543035,
+                0.019792885216572968,
+                0.012601643615819754,
+                0.07063507344632772
+            ]
+        ],
+        "std": [
+            [
+                0.9774443663972388,
+                0.9691878598072985,
+                0.7938133543361705,
+                1.0258465761633682,
+                0.9993132346074002,
+                0.7566415100311142,
+                1.0194614547438874,
+                0.9883543548463236,
+                0.9952655430481072,
+                0.9924332095258233,
+                1.0409700820319554,
+                0.9838443180700808,
+                0.9913771235918427,
+                0.9821486224205357,
+                0.9651162627503362,
+                1.033340912804804,
+                1.0105779866484361,
+                1.0049118298763688,
+                0.989141891228224,
+                1.0204876585018856,
+                0.9866082018247349
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 22409,
+    "cert_evals": {
+        "36": 0.8447737693786621,
+        "72": 0.8143525719642639,
+        "108": 0.7745710015296936,
+        "255": 0.5756630301475525
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvk/fold_0/result.json b/UCI_N6/ldlt/runs/chess-krvk/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f34eb421c870406e21ea5c0caae60f495b9dc43
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvk/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.22574538570752484,
+    "test_acc": 0.2215152235965747,
+    "train_size": 7014,
+    "val_size": 4226,
+    "test_size": 16816,
+    "stats": {
+        "mean": [
+            [
+                0.012324607927003232,
+                0.007078780439120998,
+                0.0020496236099223986,
+                -0.024108994297119334,
+                -0.0005551300684344027,
+                0.00494480253777899
+            ]
+        ],
+        "std": [
+            [
+                0.999931915679557,
+                1.0057899986789152,
+                1.0018138589619487,
+                0.9949807268406698,
+                1.0000689847213224,
+                1.0016960231746526
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 6104,
+    "cert_evals": {
+        "36": 0.12256184220314026,
+        "72": 0.059705041348934174,
+        "108": 0.028009038418531418,
+        "255": 0.001010941923595965
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvk/fold_1/result.json b/UCI_N6/ldlt/runs/chess-krvk/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..87529750f1d573661bf9bd58acd8837d070f0d4d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvk/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.2281863324663041,
+    "test_acc": 0.23672158448819366,
+    "train_size": 7014,
+    "val_size": 4229,
+    "test_size": 16813,
+    "stats": {
+        "mean": [
+            [
+                0.02662805560307895,
+                0.005693713430283323,
+                -0.0016727181351587745,
+                0.014426962075848423,
+                -0.007343462446535813,
+                0.00437411206158899
+            ]
+        ],
+        "std": [
+            [
+                0.9852094089714073,
+                0.9988688121679218,
+                1.0043106562162794,
+                0.9917902725212167,
+                0.9953541320225967,
+                0.995076350426718
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 6104,
+    "cert_evals": {
+        "36": 0.12508177757263184,
+        "72": 0.06108368560671806,
+        "108": 0.027300303801894188,
+        "255": 0.0001784333580872044
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvk/fold_2/result.json b/UCI_N6/ldlt/runs/chess-krvk/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f663a2cc94078a40a06a66d406821ecb58bfb63d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvk/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.20922491678554447,
+    "test_acc": 0.20539320503682584,
+    "train_size": 7014,
+    "val_size": 4206,
+    "test_size": 16836,
+    "stats": {
+        "mean": [
+            [
+                0.009281328200740034,
+                -0.0021550139720564235,
+                -0.004650539349872485,
+                0.006120143427431122,
+                -0.0004934166951813222,
+                0.0024717757342437065
+            ]
+        ],
+        "std": [
+            [
+                0.9905305563279689,
+                1.0007194352174467,
+                1.0073929861352688,
+                0.996792137495875,
+                0.995664797353786,
+                0.9984373474066448
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 6104,
+    "cert_evals": {
+        "36": 0.0488833449780941,
+        "72": 5.9396530559752136e-05,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvk/fold_3/result.json b/UCI_N6/ldlt/runs/chess-krvk/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..30804b4dc57480727f1eee116d58279e152da022
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvk/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.24941451990632318,
+    "test_acc": 0.24063916050560458,
+    "train_size": 7014,
+    "val_size": 4270,
+    "test_size": 16772,
+    "stats": {
+        "mean": [
+            [
+                0.0038034088964931244,
+                -0.012312182207011678,
+                0.00825354519532299,
+                -0.012616928286283908,
+                0.00814625808383194,
+                0.012173608639860799
+            ]
+        ],
+        "std": [
+            [
+                0.9903915605524702,
+                0.991199162231707,
+                1.011474563134033,
+                0.9971077092137348,
+                0.999255185770078,
+                1.0033642166267953
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 18,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 6104,
+    "cert_evals": {
+        "36": 0.12002146244049072,
+        "72": 0.04674457386136055,
+        "108": 0.009718578308820724,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvkp/fold_0/result.json b/UCI_N6/ldlt/runs/chess-krvkp/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..afccffed73f9499e3b8e86286b541b8e1fad4d92
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvkp/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 57,
+    "best_val_acc": 0.9741379310344828,
+    "test_acc": 0.9710294878427315,
+    "train_size": 799,
+    "val_size": 464,
+    "test_size": 1933,
+    "stats": {
+        "mean": [
+            [
+                -0.012910581977471696,
+                0.0232343479349185,
+                0.01974840050062684,
+                -0.006236645807259704,
+                0.016582745932415422,
+                0.011297774718398169,
+                0.042862941176470284,
+                0.03031926157697225,
+                0.0180404605757215,
+                -0.010202853566957767,
+                -0.00189366082603287,
+                -0.016319619524404437,
+                0.0033822653316640658,
+                -0.03204078085106409,
+                0.0705100575719649,
+                0.02903828535669439,
+                -0.03100208760951203,
+                -0.008096886107634134,
+                -0.03482669524405622,
+                0.019232514392990924,
+                0.012952405506882283,
+                0.028141539424280874,
+                0.012118360450564641,
+                -0.021248015018773447,
+                -0.016025085481852858,
+                5.306633288432277e-07,
+                -0.020626277847311296,
+                -0.017688700000000283,
+                0.0857653942428025,
+                -0.03719805506883507,
+                0.005740868585732433,
+                0.07288125406758252,
+                0.025791864831039592,
+                -0.00712086608260405,
+                -0.040342160200250346,
+                -0.05876795494368149
+            ]
+        ],
+        "std": [
+            [
+                0.9837163023685394,
+                1.0378682164982054,
+                1.0465982807867846,
+                0.9915165284267596,
+                1.005530465952035,
+                1.0006602278791406,
+                1.010781822340367,
+                1.0199155022259125,
+                1.0041109770934162,
+                0.9954304425556489,
+                0.999580748645936,
+                0.9784729377035531,
+                1.001226355888721,
+                0.7309839212424674,
+                1.0450840322089407,
+                1.0585050069556725,
+                0.9104979964986178,
+                1.0030733244153598,
+                0.7855814376765642,
+                1.0182546843992308,
+                1.0103378991543899,
+                1.020315666869466,
+                1.0226041285721963,
+                0.9944445166738229,
+                0.8530722671343124,
+                0.9998428506463546,
+                0.958403864877632,
+                1.0,
+                1.297598626233983,
+                0.9108937768595846,
+                1.0046803731698561,
+                1.1311938967311475,
+                1.0059129579966133,
+                1.0017029704517841,
+                1.020154120299574,
+                0.9629351207831572
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 87560,
+    "cert_evals": {
+        "36": 0.9575789570808411,
+        "72": 0.930160403251648,
+        "108": 0.8918779492378235,
+        "255": 0.4754268229007721
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvkp/fold_1/result.json b/UCI_N6/ldlt/runs/chess-krvkp/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..01fcbdbebc8c14c8406ef76916a679d0883c899d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvkp/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 43,
+    "best_val_acc": 0.9800443458980045,
+    "test_acc": 0.9763617677286742,
+    "train_size": 799,
+    "val_size": 451,
+    "test_size": 1946,
+    "stats": {
+        "mean": [
+            [
+                -0.0009927534418022186,
+                0.018342768460575525,
+                -0.06582760575719632,
+                -0.0020792615769724375,
+                0.051078400500625745,
+                0.011297774718398223,
+                -0.03506647058823558,
+                -0.021223376720899582,
+                -0.03866361702127398,
+                -0.02380752190237722,
+                -0.014526558197747444,
+                0.016318818523153884,
+                0.006087788485606497,
+                0.07781297659574443,
+                -0.04009326658322881,
+                0.017423181476844563,
+                -0.016413096370462833,
+                -0.032386387984980926,
+                0.020896709511889343,
+                0.0017488035043802706,
+                0.0032379173967446036,
+                -0.04377830913642133,
+                0.00134634543179087,
+                -0.008370843554443178,
+                -0.01602508548185286,
+                -0.05699136670838574,
+                0.012376380475592372,
+                -0.017688700000000283,
+                0.023390775969961416,
+                0.03719677847309204,
+                0.005740868585732397,
+                -0.004124948685859613,
+                0.002579862327909166,
+                -0.025243699624531293,
+                -0.02052447684605754,
+                0.019589255319148336
+            ]
+        ],
+        "std": [
+            [
+                0.9986195311743077,
+                1.0300230852190024,
+                0.8216604611116667,
+                0.9970790771407829,
+                1.0163955081800622,
+                1.0006602278791408,
+                0.9894273630441428,
+                0.9849960711322177,
+                0.9895223747807858,
+                0.9893503391280706,
+                0.9977270081722001,
+                1.0205058915949463,
+                1.0023223894472089,
+                1.4564544306041578,
+                0.9790108101412359,
+                1.0355371587989588,
+                0.9537117155994841,
+                1.0123108404588719,
+                1.108181480971759,
+                1.001546561141509,
+                1.0024924985959782,
+                0.9655037096440781,
+                1.0024053099202712,
+                0.9977739015125082,
+                0.8530722671343125,
+                1.021876104669329,
+                1.0237032374075374,
+                1.0,
+                1.0898218142005072,
+                1.080220497632301,
+                1.0046803731698557,
+                0.9917285097795778,
+                1.000482486194206,
+                1.0061895454376688,
+                1.0104282205557285,
+                1.0110875620192163
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 87560,
+    "cert_evals": {
+        "36": 0.9563207030296326,
+        "72": 0.9244604706764221,
+        "108": 0.8787256479263306,
+        "255": 0.47122302651405334
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvkp/fold_2/result.json b/UCI_N6/ldlt/runs/chess-krvkp/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1426f69328212c2c34596f1e93ba2d8f7bd8aca2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvkp/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.9768421052631578,
+    "test_acc": 0.9682622268470343,
+    "train_size": 799,
+    "val_size": 475,
+    "test_size": 1922,
+    "stats": {
+        "mean": [
+            [
+                0.04270595118898613,
+                -0.035464605757197565,
+                -0.026330987484355414,
+                0.010392891113891287,
+                0.024543281602002653,
+                -0.001253777221526715,
+                -0.011687647058824222,
+                -0.02728721652065032,
+                0.0025757121401775553,
+                -0.07006339424280264,
+                -0.0018936608260329234,
+                -0.004080205256570354,
+                0.04125958948685799,
+                -0.03204078085106409,
+                -0.02626784230287835,
+                -0.023229682102629934,
+                0.041942868585731145,
+                0.01619261576971138,
+                0.006965858322903206,
+                -0.001747938673341953,
+                -0.05828717396746041,
+                0.04064933917396773,
+                0.06597843554443104,
+                -0.018672580725907748,
+                0.005341821777221022,
+                -0.005427269086358065,
+                0.03437815269086148,
+                -0.017688700000000283,
+                -0.007796533166459127,
+                -6.382978713675692e-07,
+                -0.04346299874843527,
+                0.01787682352940982,
+                -0.03610680851063828,
+                0.04465865832290276,
+                0.019110889862328,
+                0.03990408760951166
+            ]
+        ],
+        "std": [
+            [
+                1.0503026614950781,
+                0.9377299469744113,
+                0.9332222466570044,
+                1.0134812577120929,
+                1.0081529457229899,
+                0.9997466732969692,
+                0.9965218768327301,
+                0.9806280790356154,
+                1.0004721494235536,
+                0.9669617912464558,
+                0.9995807486459362,
+                0.9945690429937961,
+                1.0158077550757176,
+                0.7309839212424674,
+                0.9989487460582208,
+                0.9496723729602274,
+                1.1079472020538745,
+                0.9931560757473815,
+                1.0372639011971079,
+                0.998134626824417,
+                0.9489971567418679,
+                1.0290373693626786,
+                1.116580541935386,
+                0.9951246155880097,
+                1.0441402229839951,
+                1.0021017867674258,
+                1.064445876205708,
+                1.0,
+                0.9678679341238935,
+                0.999842760601726,
+                0.9613338278133499,
+                1.0340832941176457,
+                0.9901571062749744,
+                0.9869400115230125,
+                0.9895000075374855,
+                1.0222216905424544
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 87560,
+    "cert_evals": {
+        "36": 0.949011504650116,
+        "72": 0.9105099439620972,
+        "108": 0.8626431226730347,
+        "255": 0.40582728385925293
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/chess-krvkp/fold_3/result.json b/UCI_N6/ldlt/runs/chess-krvkp/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..36736e71c9ede8b31fb9e01f602b151a14cbaa20
--- /dev/null
+++ b/UCI_N6/ldlt/runs/chess-krvkp/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.962882096069869,
+    "test_acc": 0.9556472408457968,
+    "train_size": 799,
+    "val_size": 458,
+    "test_size": 1939,
+    "stats": {
+        "mean": [
+            [
+                0.0029798560700874874,
+                -0.015898287859826204,
+                0.013165630788484818,
+                -0.002079261576972459,
+                0.06434595994993732,
+                -0.0087847083854817,
+                -0.035066470588235754,
+                -0.021223376720899842,
+                0.012885544430540316,
+                -0.0755052615769703,
+                -0.07516446558197788,
+                0.004079404255319092,
+                0.041259589486858005,
+                0.04119505744680826,
+                -0.0069122853566958315,
+                -0.029037234042554844,
+                -0.01641309637046286,
+                -0.037784055068836316,
+                -0.03482669524405622,
+                -0.04370884480600792,
+                -0.035620035043805974,
+                0.04690323904881119,
+                -0.009425669586981995,
+                -0.00064454067584565,
+                -0.05875890000000068,
+                -0.04884966708385503,
+                0.0453790387984959,
+                -0.017688700000000283,
+                0.002599236545681054,
+                0.030997209011264834,
+                -0.05002351439299086,
+                0.006875937421775107,
+                -0.010315694618272687,
+                -0.04077755694618336,
+                0.004955401752189988,
+                0.10084858448060059
+            ]
+        ],
+        "std": [
+            [
+                1.003506639923147,
+                0.9726497119550556,
+                1.031291250931018,
+                0.9970790771407828,
+                1.0202330509186042,
+                0.9991224561764447,
+                0.9894273630441432,
+                0.9849960711322175,
+                1.0029259974983142,
+                0.9641477850388797,
+                0.9865314194046129,
+                1.0050737920779802,
+                1.0158077550757172,
+                1.2629201270580204,
+                0.9808444007141872,
+                0.9366196797544946,
+                0.9537117155994845,
+                1.0142732074093561,
+                0.7855814376765643,
+                0.9552444287880467,
+                0.9695039665985851,
+                1.033313842690941,
+                0.9816728244810887,
+                0.9996865943557063,
+                1.0,
+                1.0189528540341442,
+                1.0840757895240576,
+                1.0,
+                1.0102634466126872,
+                1.067334702526026,
+                0.9552142319361535,
+                1.0131869855246693,
+                0.9972193469515207,
+                1.0097604697449478,
+                0.9972056619226006,
+                1.052569358911855
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 87560,
+    "cert_evals": {
+        "36": 0.9365652799606323,
+        "72": 0.906137228012085,
+        "108": 0.8736462593078613,
+        "255": 0.5079938173294067
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/congressional-voting/fold_0/result.json b/UCI_N6/ldlt/runs/congressional-voting/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..465176c8be980f7a984e29a785335c8582d45133
--- /dev/null
+++ b/UCI_N6/ldlt/runs/congressional-voting/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.5263157894736842,
+    "test_acc": 0.5687732342007435,
+    "train_size": 109,
+    "val_size": 57,
+    "test_size": 269,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.11779591743119261,
+                -0.04414557798165136,
+                -0.044145577981651356,
+                -0.1385431192660551,
+                -0.04414557798165139,
+                -0.026378550458715573,
+                0.11256628440366967,
+                -0.10507706422018329,
+                -0.054913027522935885,
+                -0.05395532110091718,
+                0.008270385321100901,
+                0.10771073394495408,
+                0.03500372477064211,
+                -0.000600422018348633,
+                -0.02276844036697253
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369955,
+                0.8313668954689791,
+                0.8538679440524577,
+                0.8538679440524576,
+                0.5219210944971431,
+                0.8538679440524588,
+                0.9259164552817457,
+                1.2484961570437194,
+                0.7457451590890042,
+                0.7568400989501728,
+                0.8761485096645807,
+                1.012504902324288,
+                1.1811957798165138,
+                1.0783310548027614,
+                0.9977827937237086,
+                0.9845600817644352
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.0037174720782786608,
+        "72": 0.0037174720782786608,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/congressional-voting/fold_1/result.json b/UCI_N6/ldlt/runs/congressional-voting/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..29e35f3f857c3e705d0ffcb7c7efa2b84930f773
--- /dev/null
+++ b/UCI_N6/ldlt/runs/congressional-voting/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.640625,
+    "test_acc": 0.5419847328244275,
+    "train_size": 109,
+    "val_size": 64,
+    "test_size": 262,
+    "stats": {
+        "mean": [
+            [
+                -0.00038625688073406236,
+                0.057688394495412916,
+                0.07259284403669729,
+                0.07259284403669727,
+                -0.08832123853211014,
+                0.01422363302752295,
+                -0.07830136697247703,
+                -0.08832123853211014,
+                0.10401949541284418,
+                -0.054913027522935885,
+                -0.09670699082568791,
+                0.043890183486238465,
+                -0.010408844036697309,
+                -0.05957216513761476,
+                0.22344607339449585,
+                0.020201284403669834
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203772,
+                1.0666277227790677,
+                1.1962128629178321,
+                1.196212862917833,
+                0.7346827772265264,
+                1.0408721364505138,
+                0.7595653225302291,
+                0.7346827772265264,
+                1.1887281938323424,
+                0.7568400989501728,
+                0.7623714803384029,
+                1.0685939449541277,
+                0.9788020482079224,
+                0.8432648555935023,
+                1.3191500469500397,
+                1.0109306979905373
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.10687022656202316,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/congressional-voting/fold_2/result.json b/UCI_N6/ldlt/runs/congressional-voting/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ca4a8335ee0c5515d72d21a99d78aa701e9f9fd
--- /dev/null
+++ b/UCI_N6/ldlt/runs/congressional-voting/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7169811320754716,
+    "test_acc": 0.5934065934065934,
+    "train_size": 109,
+    "val_size": 53,
+    "test_size": 273,
+    "stats": {
+        "mean": [
+            [
+                -0.05633650458715604,
+                -0.0008063761467889231,
+                -0.044145577981651335,
+                -0.10251478899082538,
+                -0.08832123853211014,
+                0.014223633027522997,
+                -0.078301366972477,
+                -0.08832123853211014,
+                -0.14689637614678883,
+                -0.12773999999999977,
+                0.03154801834862407,
+                0.008270385321100882,
+                0.028964348623853046,
+                -0.012284220183486308,
+                -0.0006004220183486534,
+                0.04168614678899078
+            ]
+        ],
+        "std": [
+            [
+                0.8184815616369948,
+                0.9978460372285823,
+                0.853867944052458,
+                0.6065906343935914,
+                0.7346827772265261,
+                1.0408721364505131,
+                0.7595653225302292,
+                0.7346827772265265,
+                0.6117637925728782,
+                1.0,
+                1.062789656192666,
+                1.0125049023242882,
+                1.0520823572341493,
+                0.9691144875367229,
+                0.9977827937237085,
+                1.023184850832101
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/congressional-voting/fold_3/result.json b/UCI_N6/ldlt/runs/congressional-voting/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e3637efe6d95a9b909107de66ccb52ea8171f55
--- /dev/null
+++ b/UCI_N6/ldlt/runs/congressional-voting/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6338028169014085,
+    "test_acc": 0.6078431372549019,
+    "train_size": 109,
+    "val_size": 71,
+    "test_size": 255,
+    "stats": {
+        "mean": [
+            [
+                -0.0003862568807340379,
+                -0.05930114678899078,
+                0.014223633027522962,
+                -0.04414557798165134,
+                -0.03809935779816519,
+                -0.04414557798165141,
+                -0.026378550458715615,
+                0.012122522935779772,
+                -0.02143844036697227,
+                0.017913944954128333,
+                -0.0967069908256879,
+                0.07950998165137609,
+                0.028964348623853057,
+                -0.012284220183486292,
+                -0.0006004220183485913,
+                -0.02276844036697257
+            ]
+        ],
+        "std": [
+            [
+                0.9977358415203773,
+                0.9202474953183722,
+                1.0408721364505134,
+                0.8538679440524575,
+                0.8955844252869521,
+                0.8538679440524586,
+                0.9259164552817456,
+                1.0292422785092563,
+                0.9536270350654188,
+                1.0653667607530586,
+                0.7623714803384029,
+                1.1207507845689388,
+                1.0520823572341482,
+                0.9691144875367229,
+                0.9977827937237086,
+                0.9845600817644354
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 22024,
+    "cert_evals": {
+        "36": 0.011764707043766975,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/result.json b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..14c65b3846c446c77c7b793458273c7f9d5546b8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.696969696969697,
+    "test_acc": 0.7723577235772358,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.07224829615384616,
+                0.06143836403846155,
+                0.17981892115384618,
+                0.18359467307692307,
+                0.17865188250000005,
+                0.18166694038461537,
+                0.13145928269230767,
+                0.3580806807692308,
+                0.2723380293846154,
+                0.32641636923076933,
+                0.3547530749999999,
+                0.27079468269230766,
+                0.2390470615384616,
+                0.08077609423076923,
+                0.06372549615384623,
+                0.027136992307692294,
+                -0.0707615403846154,
+                -0.013202551923076929,
+                0.07079190192307686,
+                0.14980152423076923,
+                0.19067387173076927,
+                0.18353470192307691,
+                0.09474908461538462,
+                0.11814903269230771,
+                0.12851396730769224,
+                0.09148541923076925,
+                0.007863109038461517,
+                -0.03280788846153844,
+                -0.038817317307692306,
+                -0.030111546153846168,
+                -0.06803155000000002,
+                -0.1759780653846154,
+                -0.09925099846153843,
+                -0.06391267884615386,
+                -0.10967796730769228,
+                -0.09900584423076922,
+                -0.07212157115384613,
+                -0.04979613730769235,
+                -0.014902880769230744,
+                -0.06563232307692309,
+                -0.19819578653846154,
+                -0.09516337250000001,
+                0.028546435961538493,
+                0.02690762884615383,
+                -0.051032306153846144,
+                -0.1709350942307693,
+                -0.15902759326923072,
+                0.05230017500000001,
+                -0.06006629230769232,
+                -0.14417805423076924,
+                0.04664167115384615,
+                0.035231851923076866,
+                0.10847407884615384,
+                0.0320697788461538,
+                0.014380650000000059,
+                0.1584930519230769,
+                0.24879878846153847,
+                -0.06910759711538458,
+                -0.04868835576923079,
+                -0.009460907692307728
+            ]
+        ],
+        "std": [
+            [
+                0.8826781365757673,
+                0.8736204750730865,
+                1.0631193826022287,
+                1.0559935051069889,
+                1.0948164691784295,
+                0.9911164668100656,
+                1.058133601574446,
+                1.1345779651029129,
+                1.2612720115229583,
+                1.3050289136088924,
+                1.2242580940441732,
+                1.1507745621698449,
+                0.9449561434126305,
+                0.9761316418147328,
+                1.0515687251009254,
+                1.0336058228027496,
+                1.0092336792759293,
+                0.9721128786372969,
+                0.9828570204269845,
+                1.0526094050032175,
+                1.007626826074757,
+                0.9451553241613345,
+                1.0688742655635421,
+                1.1766129754915444,
+                1.0893546356638915,
+                0.9472223527353211,
+                0.9975324667404246,
+                0.9442106678014526,
+                0.9147349976996598,
+                0.8924870761180707,
+                0.9115618167344114,
+                0.9476131762252616,
+                0.9936735012487963,
+                1.091198911266045,
+                1.0880994377807855,
+                1.058748260466537,
+                1.0322810862952991,
+                1.0794760575131008,
+                1.0563032817583005,
+                1.063491740689508,
+                0.9911947467095144,
+                0.9289066519838143,
+                1.060366924720947,
+                1.0624085035469397,
+                0.8715483240662897,
+                0.6896203094035522,
+                0.7267883935975691,
+                0.928021673885073,
+                0.8751357100836189,
+                0.7223660360736314,
+                0.7383172079055456,
+                0.8199366242592814,
+                1.0798630214435168,
+                1.1347800621794066,
+                0.9003324355296055,
+                1.2234839576090903,
+                1.1067568444114322,
+                0.7263873158583661,
+                0.9265847016853823,
+                0.8105858418957635
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 345096,
+    "cert_evals": {
+        "36": 0.6991869807243347,
+        "72": 0.6747967004776001,
+        "108": 0.5365853309631348,
+        "255": 0.24390242993831635
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/result.json b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2689eaab9585e19ac68562a6a8f7b7a890155b78
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8275862068965517,
+    "test_acc": 0.8346456692913385,
+    "train_size": 52,
+    "val_size": 29,
+    "test_size": 127,
+    "stats": {
+        "mean": [
+            [
+                -0.1496621807692307,
+                -0.08903577807692303,
+                -0.14030929807692305,
+                -0.035338826923076924,
+                0.08386959669423068,
+                0.09199651153846154,
+                0.14088967307692307,
+                0.07056369423076922,
+                -0.0025582480769230555,
+                0.009174194230769301,
+                0.0818218730769231,
+                0.08237485384615381,
+                0.04123067288461538,
+                -0.00616768461538463,
+                -0.028849084615384605,
+                -0.04050276923076927,
+                -0.0212545653846154,
+                -0.05132907923076921,
+                -0.04626740192307692,
+                -0.07403159615384614,
+                -0.05252051923076921,
+                0.030670448076923096,
+                -0.021138782692307692,
+                0.005048434615384597,
+                0.09778213076923079,
+                0.2050811269230769,
+                0.18951900000000002,
+                0.09827862115384613,
+                0.07715956730769227,
+                0.1654723846153846,
+                0.07360706730769234,
+                -0.012788405769230859,
+                -0.07698564038461544,
+                -0.11772723500000001,
+                -0.012259624999999958,
+                0.0018293673076923635,
+                -0.07115984249999997,
+                -0.07953136711538462,
+                -0.04274317096153846,
+                -0.03792623653846152,
+                -0.08625715769230768,
+                -0.05082718653846153,
+                0.0639244403846154,
+                0.05993298846153846,
+                0.008120661730769264,
+                -0.03299837499999998,
+                -0.08261534326923076,
+                -0.13786070961538463,
+                -0.11194899807692303,
+                -0.1165946903846154,
+                -0.11254034384615383,
+                -0.09731205576923077,
+                -0.10915543461538466,
+                -0.020348332692307698,
+                -0.03527259615384616,
+                -0.05305450769230768,
+                -0.0766177076923077,
+                0.017685547115384614,
+                0.05708845576923076,
+                0.13349773076923077
+            ]
+        ],
+        "std": [
+            [
+                0.808987901180408,
+                0.6916743939877592,
+                0.6533719713044063,
+                0.7289409087743024,
+                0.9799815957215703,
+                1.1546934744155954,
+                1.0489671907417901,
+                1.0406351665781963,
+                1.06602300100525,
+                0.9855510401092009,
+                0.941611877990984,
+                0.874334438804182,
+                0.8948617088044496,
+                0.9284777014495024,
+                0.9652796384670821,
+                0.9176168045360895,
+                0.9187448624511494,
+                0.9637941840958039,
+                1.036895695822955,
+                1.080455047426266,
+                1.0569445623516454,
+                1.027280062203057,
+                0.9972067893847262,
+                0.9558109386682533,
+                0.9135564279343454,
+                0.9323450964074564,
+                0.9165881179625035,
+                0.9150530169961677,
+                0.8966782811687405,
+                0.9697039290944067,
+                1.0552459326194796,
+                1.0678782438443375,
+                1.0350794282536124,
+                0.981036806175182,
+                1.0268794592105523,
+                1.049486682131856,
+                1.0562822257610098,
+                1.0082564159163012,
+                1.008195204043701,
+                1.0704359719340684,
+                1.0356445372719016,
+                0.9497252302544834,
+                1.0265656593627723,
+                1.1425919880616457,
+                0.984594565229331,
+                0.9387504917802769,
+                0.9538513934843633,
+                0.9644663205759176,
+                0.9826957464876444,
+                0.906104614495397,
+                0.6863012460053298,
+                0.8135699574469399,
+                0.8718984903633391,
+                0.87106180576059,
+                0.9705550873133266,
+                0.7881063937322114,
+                1.0305107562527829,
+                0.9850679024115949,
+                1.0840227025091698,
+                0.955646054806482
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 345096,
+    "cert_evals": {
+        "36": 0.7559055089950562,
+        "72": 0.7007874250411987,
+        "108": 0.6062992215156555,
+        "255": 0.23622047901153564
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/result.json b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..daa6ce45ce2576a9915f8362a5aec720c4259dc4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.9090909090909091,
+    "test_acc": 0.8617886178861789,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11352727307692301,
+                0.005484550769230757,
+                0.14128544711538463,
+                0.01698709807692309,
+                -0.05546616484423073,
+                0.015633542307692313,
+                0.01695465576923076,
+                0.007012186538461534,
+                0.16428315769230764,
+                0.1885259807692308,
+                0.17271181923076925,
+                0.10288603057692303,
+                0.035842053846153805,
+                0.06598513846153845,
+                0.024155067307692363,
+                -0.031890009615384636,
+                -0.09900835576923078,
+                -0.06074108884615382,
+                -0.057217736538461544,
+                -0.05421212307692307,
+                0.009597998076923055,
+                0.08198633076923077,
+                0.0738865326923077,
+                0.11153800000000001,
+                0.12820763269230767,
+                0.1497061423076923,
+                0.17804224999999999,
+                0.12074562557692313,
+                0.011866653846153862,
+                0.02657458461538462,
+                0.08961283461538459,
+                0.012436888461538488,
+                -0.15344758865384617,
+                -0.25327539384615383,
+                -0.1676381884615385,
+                -0.08097806538461542,
+                0.010272027115384563,
+                0.0761040280769231,
+                0.07725368461538452,
+                0.01526856923076923,
+                0.09035966538461546,
+                -0.018093585576923078,
+                -0.08110181153846155,
+                -0.05179539615384614,
+                -0.062206399423076895,
+                -0.05773718076923074,
+                -0.015536751903846145,
+                -0.05303988461538456,
+                -0.0334830886538462,
+                -0.019491399423076903,
+                -0.014853353461538439,
+                -0.04920472788461536,
+                -0.013006382692307706,
+                -0.11464770384615387,
+                -0.22059024807692304,
+                -0.20056836153846153,
+                -0.17135017615384612,
+                -0.09496722596153845,
+                -0.12957644230769227,
+                0.05055160769230771
+            ]
+        ],
+        "std": [
+            [
+                0.7779847294085735,
+                0.8164589056484339,
+                0.8897943994160501,
+                0.8232379895108087,
+                0.8913136137549748,
+                1.2277539871431498,
+                1.148342655187086,
+                1.0125738638827777,
+                1.0308151593845143,
+                1.0814728380420244,
+                1.1275636354460448,
+                1.0953105542528634,
+                0.9617223163008869,
+                0.9271042130221435,
+                1.002366167344782,
+                1.0134009310910002,
+                0.9541301699800748,
+                0.9039526162729385,
+                0.8533527267834845,
+                0.8674137383144989,
+                0.8667342359963858,
+                0.8682751705934699,
+                0.8669633975953135,
+                0.8844079338595519,
+                0.8959832014657619,
+                0.9477171784962183,
+                0.9665146933040765,
+                0.9608709208756278,
+                0.9362600441482569,
+                0.826100491116595,
+                0.9039285396250091,
+                0.9697986338184826,
+                0.8888423793086146,
+                0.878236080206782,
+                0.9309060317786465,
+                0.9900496254008503,
+                1.00813869687356,
+                1.0903606967893815,
+                1.0386726650233546,
+                0.9723646970288363,
+                0.965534654631892,
+                0.9659616919831083,
+                0.9294069827841253,
+                0.9165737515917189,
+                0.890391924899276,
+                0.8408198724294259,
+                0.7367456383541913,
+                0.9168199780746074,
+                0.8757122466574018,
+                0.8068953654942984,
+                0.8229736283202036,
+                0.7999629806684128,
+                0.9417385941942646,
+                0.873184043119562,
+                0.7480790001744239,
+                0.9895160335641305,
+                1.0132212109764678,
+                0.7628419936253807,
+                0.961901997536315,
+                1.3290599320503582
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 345096,
+    "cert_evals": {
+        "36": 0.7479674816131592,
+        "72": 0.6829267740249634,
+        "108": 0.5853658318519592,
+        "255": 0.2520325183868408
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/result.json b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fa66f890309bd6b6b5ba0f58737484b70f6a9619
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-sonar-mines-rocks/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.9696969696969697,
+    "test_acc": 0.7723577235772358,
+    "train_size": 52,
+    "val_size": 33,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                -0.11402919442307692,
+                -0.1958088194230769,
+                -0.192454475,
+                -0.2174456115384615,
+                -0.1483449469961539,
+                -0.09730015192307692,
+                -0.11111996346153846,
+                -0.1199549596153846,
+                -0.08601968673076922,
+                -0.1359838,
+                -0.07711971153846155,
+                0.005683598076923046,
+                -0.07644932499999996,
+                -0.12452823865384616,
+                -0.18065320384615383,
+                -0.24127502307692308,
+                -0.2122367865384616,
+                -0.17662752923076924,
+                -0.13966792115384613,
+                -0.06574370384615388,
+                -0.007378620000000012,
+                -0.0002028721153846167,
+                0.06875905961538463,
+                0.10454161923076924,
+                0.1822036923076923,
+                0.14234525,
+                0.08357052884615387,
+                0.14328510769230768,
+                0.2375776069230769,
+                0.1643224807692307,
+                0.10515068653846156,
+                0.09213309999999994,
+                0.013323825000000011,
+                -0.06487759653846153,
+                -0.13430994076923078,
+                -0.21115623846153847,
+                -0.22730641923076922,
+                -0.23543729230769228,
+                -0.22808152115384622,
+                -0.14895506923076926,
+                -0.001168684615384663,
+                -0.04320264326923076,
+                -0.018799333269230768,
+                -0.013186748076922994,
+                -0.07072882692307694,
+                -0.03641541923076926,
+                -0.009211202865384651,
+                0.028638237499999993,
+                0.052042886346153845,
+                -0.09590774230769232,
+                -0.057291330384615397,
+                0.06657091249999998,
+                0.02539913076923079,
+                -0.15310468230769228,
+                -0.20838050961538462,
+                -0.049366707692307735,
+                -0.07994125884615386,
+                -0.19751397115384617,
+                -0.2403308269230769,
+                -0.24415720000000002
+            ]
+        ],
+        "std": [
+            [
+                0.8763416312333093,
+                0.602973469758421,
+                0.5448117196260321,
+                0.5663296924240132,
+                0.686341085757452,
+                0.8337013907572342,
+                0.6813276818285096,
+                0.7825144766842531,
+                0.7861121760890293,
+                0.7905273301791387,
+                0.7805552299762032,
+                0.9027317120726256,
+                0.8667207852850977,
+                0.8531311452416169,
+                0.8318630140159454,
+                0.8852179006046725,
+                0.8740431599665568,
+                0.8442406359472446,
+                0.8609171894886277,
+                0.886971626868803,
+                0.9185053211820478,
+                1.0100806480837976,
+                0.9919727273312126,
+                1.0562822860856174,
+                0.9850251469218465,
+                0.9910273621465151,
+                1.0655846350198521,
+                0.9906322053442151,
+                0.8736899428048334,
+                0.9821436750511889,
+                0.9453561139667965,
+                0.8625303165093016,
+                1.0040239879345572,
+                0.9847231539651756,
+                0.9280844832031707,
+                0.9503954469001101,
+                0.9765763369138967,
+                0.965164414073675,
+                0.9709362119147936,
+                1.0665530487737096,
+                1.0793454570821943,
+                1.0572717622116554,
+                1.0593503627745042,
+                1.0162684589041668,
+                1.0177130607371694,
+                1.0958546673800382,
+                1.1902586310529617,
+                1.1293249209196217,
+                1.0653539976947333,
+                0.9647675285784101,
+                1.1814566025747812,
+                1.13738601881979,
+                1.0351334435322548,
+                0.934859922308927,
+                0.7895031892247589,
+                0.9239212461978867,
+                0.8971132845231489,
+                0.7340435621135994,
+                0.876038640540552,
+                0.7272617950430326
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 345096,
+    "cert_evals": {
+        "36": 0.6910569071769714,
+        "72": 0.6097560524940491,
+        "108": 0.5203251838684082,
+        "255": 0.1463414579629898
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_0/result.json b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f91221c735f3a8955187057a46dfbe954ec7cb2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8217821782178217,
+    "test_acc": 0.8032786885245902,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 22289,
+    "cert_evals": {
+        "36": 0.6580796241760254,
+        "72": 0.4496486783027649,
+        "108": 0.23419202864170074,
+        "255": 0.02107728272676468
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_1/result.json b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5410eb2d40bcfaa089e32eaf6860a7cb4beb6f14
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.8240740740740741,
+    "test_acc": 0.7976190476190477,
+    "train_size": 462,
+    "val_size": 108,
+    "test_size": 420,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 22289,
+    "cert_evals": {
+        "36": 0.6785714626312256,
+        "72": 0.5333333611488342,
+        "108": 0.33095240592956543,
+        "255": 0.02619047649204731
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_2/result.json b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d23f3d49491aa92fb067476e45513eef36341547
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.7920792079207921,
+    "test_acc": 0.7728337236533958,
+    "train_size": 462,
+    "val_size": 101,
+    "test_size": 427,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 22289,
+    "cert_evals": {
+        "36": 0.6299765706062317,
+        "72": 0.44262292981147766,
+        "108": 0.2880561947822571,
+        "255": 0.023419203236699104
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_3/result.json b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b3adc0898a4cc36e871bb030f5cc3ea5b5cb74c6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/conn-bench-vowel-deterding/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 28,
+    "best_val_acc": 0.8037383177570093,
+    "test_acc": 0.7624703087885986,
+    "train_size": 462,
+    "val_size": 107,
+    "test_size": 421,
+    "stats": {
+        "mean": [
+            [
+                -2.857142828580301e-07,
+                2.385281389853348e-08,
+                -4.3088744564142115e-08,
+                -3.844155827509708e-08,
+                -8.807359302639395e-08,
+                -1.304545454734722e-07,
+                2.852813846998729e-08,
+                -1.7538961132040442e-08,
+                1.6883116991740976e-08,
+                6.995670959114648e-08,
+                -9.999999998989893e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9989172494309853,
+                0.9989172586260624,
+                0.9989172585041448,
+                0.9989169579535073,
+                0.9989173225330026,
+                0.9989172947423731,
+                0.9989172394761775,
+                0.9989172874813478,
+                0.9989173118500234,
+                0.9989170573955074,
+                0.9989173544054772
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 11,
+    "out_features": 11,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 22289,
+    "cert_evals": {
+        "36": 0.6080760359764099,
+        "72": 0.40617579221725464,
+        "108": 0.21615202724933624,
+        "255": 0.026128267869353294
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/connect-4/fold_0/result.json b/UCI_N6/ldlt/runs/connect-4/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5cf5af3fbffda9b2f2093d05236cdd2a533c043
--- /dev/null
+++ b/UCI_N6/ldlt/runs/connect-4/fold_0/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8330894546873476,
+    "test_acc": 0.8306405720365193,
+    "train_size": 16889,
+    "val_size": 10251,
+    "test_size": 40417,
+    "stats": {
+        "mean": [
+            [
+                0.030039043756277816,
+                0.019902300550625314,
+                0.02412979927762107,
+                0.01985044289179096,
+                0.04051709657175008,
+                0.019031591236910044,
+                -0.0045395188821050255,
+                0.00019764479838064707,
+                -0.0054407273373289445,
+                0.0013942071762814724,
+                0.0055600884599283544,
+                0.001485642518807598,
+                -0.045466167742357476,
+                -0.01035231553081155,
+                -0.011896642548398602,
+                -0.003500336017520728,
+                -0.005169183847484449,
+                -0.004208846444423896,
+                -0.015666746284570425,
+                -0.004623683640220639,
+                -0.003240515128237825,
+                0.007526564154155245,
+                0.005614181419874743,
+                -0.0009578565812173992,
+                -0.008785680620530124,
+                2.9899105920217333e-05,
+                0.008153071703466623,
+                0.012008136479367208,
+                0.006621551092434575,
+                -0.0019656975546212823,
+                -0.013779740837230907,
+                -0.007963726330753096,
+                0.0029912185446102466,
+                0.006957733791219768,
+                0.009923208727565623,
+                0.008400017940669328,
+                0.005648935283319054,
+                -0.0006844205696187397,
+                -0.00016250281250430496,
+                0.005438035407640847,
+                0.006130487891554314,
+                0.0019121513411066388
+            ]
+        ],
+        "std": [
+            [
+                1.006531226467314,
+                1.008924218376966,
+                1.0197183666704737,
+                1.023893878424687,
+                1.1159454713651147,
+                1.1190732652590052,
+                1.0024169825217877,
+                0.9994835093105424,
+                0.9930989860238304,
+                1.004612308430935,
+                1.0242747269577495,
+                0.9967703228906594,
+                1.0081015996457976,
+                1.0023951062831706,
+                0.9892908401102037,
+                0.9991151349692805,
+                0.9863950858355114,
+                0.960184531380724,
+                0.9986346631032498,
+                1.0001270989782147,
+                0.9928951530660571,
+                1.0169032842233705,
+                1.013285375385304,
+                0.970290472444351,
+                0.9945759706604689,
+                0.9972408901165424,
+                1.0114521905940863,
+                1.0290063758644428,
+                1.023278904623385,
+                0.9324949802555003,
+                0.9965943679305745,
+                0.9932874797871102,
+                1.0036564691959504,
+                1.0228377133115587,
+                1.0386526847608728,
+                1.1257342158605066,
+                1.0035861966708441,
+                1.000236858494279,
+                0.9968329006749054,
+                1.0125833294784417,
+                1.0214319654141149,
+                1.006766118353405
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 88328,
+    "cert_evals": {
+        "36": 0.7339981198310852,
+        "72": 0.619763970375061,
+        "108": 0.4882846474647522,
+        "255": 0.06420566141605377
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/connect-4/fold_1/result.json b/UCI_N6/ldlt/runs/connect-4/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd91f76204213ba7e4b6596c39c741adb5449409
--- /dev/null
+++ b/UCI_N6/ldlt/runs/connect-4/fold_1/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8230602599448602,
+    "test_acc": 0.8229166666666666,
+    "train_size": 16889,
+    "val_size": 10156,
+    "test_size": 40512,
+    "stats": {
+        "mean": [
+            [
+                0.027203261152216014,
+                0.024381636864207697,
+                0.020735522529443332,
+                0.023047149623986126,
+                0.020027097519112465,
+                0.026940308105877917,
+                -0.00722533788855856,
+                -0.00531791621766461,
+                -0.009308466457466616,
+                0.00578968973889537,
+                -0.0010269574279278557,
+                0.004949220640663072,
+                -0.037384035289282136,
+                -0.016723926816264917,
+                -0.008892225590617149,
+                -0.008508028006396103,
+                -0.004554644798399636,
+                0.0002488341287307118,
+                -0.014038076854764218,
+                0.0028520603943621176,
+                0.0008038332642066601,
+                0.002791597607881187,
+                -0.00160992456626965,
+                -0.0009578257800985885,
+                5.388069156555676e-05,
+                0.010160649535196326,
+                0.012398836639225969,
+                5.7993960568914834e-05,
+                -0.003970593522402191,
+                0.0032774340103030072,
+                -0.010958108650600418,
+                0.003209088104681389,
+                0.008421007164421582,
+                0.007349537331987826,
+                0.008767308745328259,
+                -0.0032300263189079456,
+                -0.0018860788679084654,
+                -0.009485176801493057,
+                -0.0028463511753280563,
+                0.0013060429865429904,
+                -0.0015533507016145245,
+                0.012107637870801016
+            ]
+        ],
+        "std": [
+            [
+                1.0053784970608792,
+                1.0086117051709853,
+                1.0174407281192794,
+                1.0328236445577126,
+                1.0555647249928823,
+                1.1828794778966805,
+                1.0020910755122447,
+                1.0000565113338769,
+                0.9890321160451245,
+                1.0150152665488792,
+                0.9899360205182285,
+                1.0509979377431884,
+                1.0058247313452429,
+                0.9943794278675755,
+                0.9914355031605685,
+                0.98735263698585,
+                0.9895129572809503,
+                0.9832660190727348,
+                1.0002454573596118,
+                1.005345164132691,
+                1.0022702027544366,
+                1.0038695389702308,
+                0.9884994910041733,
+                1.0323210247180712,
+                0.9997460580413666,
+                1.0089872644160143,
+                1.0235001251776934,
+                0.9984386209085483,
+                0.9823324227005963,
+                1.0494438702787408,
+                0.9933592013054958,
+                1.0038908920524567,
+                1.013697656799958,
+                1.0183153010542547,
+                1.0567215054144603,
+                0.8880868673858706,
+                1.0011297314158905,
+                0.9952887406369397,
+                0.9967427026967423,
+                1.006175884588394,
+                0.991937713430211,
+                1.1100304287997806
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 88328,
+    "cert_evals": {
+        "36": 0.7153682708740234,
+        "72": 0.5874308943748474,
+        "108": 0.44895339012145996,
+        "255": 0.04986177012324333
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/connect-4/fold_2/result.json b/UCI_N6/ldlt/runs/connect-4/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5998107216b4dcc88a93dfb4c5229fccb5718dc3
--- /dev/null
+++ b/UCI_N6/ldlt/runs/connect-4/fold_2/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 46,
+    "best_val_acc": 0.8265884652981427,
+    "test_acc": 0.8233839457935606,
+    "train_size": 16889,
+    "val_size": 10230,
+    "test_size": 40438,
+    "stats": {
+        "mean": [
+            [
+                0.025572694783573928,
+                0.01329715524895377,
+                0.021220418319602922,
+                0.01865168985727237,
+                0.01982012718339098,
+                0.00963998614483818,
+                0.002528423115643657,
+                0.014210160400253889,
+                0.019369405767058635,
+                0.014451386997468231,
+                0.013793931316224738,
+                0.012371159470670088,
+                -0.039714018710444283,
+                0.002464175676483553,
+                -0.003429649002305634,
+                -0.009634763751553201,
+                0.0009762194327558758,
+                0.0017347277695622,
+                -0.010497498845409039,
+                -0.009077317366310872,
+                -0.009626320682147567,
+                -0.007594781810667109,
+                -0.00470596897387065,
+                -0.0015970677600842312,
+                -0.009472249452314906,
+                -0.00820725051809292,
+                -0.0026667849487946728,
+                -0.015432931020187987,
+                0.0013254907454667974,
+                0.008520569927173222,
+                -0.01259168517970182,
+                -0.013636079637638902,
+                -0.01148821777488854,
+                0.0004930685061226005,
+                0.0037583447036442816,
+                0.004523333086622283,
+                -0.0011041412753886373,
+                0.0011898180472266853,
+                0.004086905974287228,
+                0.0047194280300578055,
+                0.006496377523849094,
+                0.0006377091894106407
+            ]
+        ],
+        "std": [
+            [
+                1.002340911028259,
+                1.000241509886604,
+                1.0182352047279812,
+                1.026450786988581,
+                1.0586830294039484,
+                1.0573441287107759,
+                0.9999723336345973,
+                1.0051963116139528,
+                1.0189730060934503,
+                1.0249429350044355,
+                1.0283337398578962,
+                1.0717856671455852,
+                1.007021137501264,
+                1.0086278986575667,
+                0.9953893180688569,
+                0.98676435866359,
+                1.0045070750637721,
+                0.9894410915928983,
+                1.0018969853345276,
+                0.9951351558433682,
+                0.9829488046935272,
+                0.9826669281585328,
+                0.9809482582136214,
+                1.0155101449208117,
+                0.9962026519420597,
+                0.990863381380769,
+                1.0019931559758173,
+                0.9596014491771616,
+                1.0169055158769793,
+                1.076548189219986,
+                0.9955495648295175,
+                0.9907146280157456,
+                0.9785756681213451,
+                1.006526766910725,
+                1.0173366899136054,
+                1.0876518916773228,
+                1.0029420841971977,
+                0.9990722630784118,
+                1.0096089946640998,
+                1.0127375864747392,
+                1.01584212211435,
+                0.9362241233272562
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 88328,
+    "cert_evals": {
+        "36": 0.7252336740493774,
+        "72": 0.6077946424484253,
+        "108": 0.47863397002220154,
+        "255": 0.06632375717163086
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/connect-4/fold_3/result.json b/UCI_N6/ldlt/runs/connect-4/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fbe68a1b8d10eb3b24a69d4d72864184cb27cb12
--- /dev/null
+++ b/UCI_N6/ldlt/runs/connect-4/fold_3/result.json
@@ -0,0 +1,114 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.8247556353480949,
+    "test_acc": 0.8234338861276512,
+    "train_size": 16889,
+    "val_size": 10026,
+    "test_size": 40642,
+    "stats": {
+        "mean": [
+            [
+                0.0255017919592495,
+                0.022711381550094376,
+                0.022287194327654584,
+                0.02371314346613092,
+                0.02809891444136949,
+                0.011617169660734934,
+                -0.003762045615482179,
+                -0.0006222379063383423,
+                -0.0011956524365063191,
+                0.008375274142948436,
+                -0.0028795755225458197,
+                0.004949219420934186,
+                -0.03286969234417018,
+                -0.016504218603819,
+                -0.0016998223695865533,
+                -0.0031247556989696936,
+                -0.011519434898461321,
+                0.0002488323820318791,
+                -0.012126160814738062,
+                -0.0071686163775022144,
+                0.0038903055242530825,
+                0.0026388575403812784,
+                0.004066158683185444,
+                -0.0015970711824220074,
+                -0.004837915684773933,
+                -0.005745571910715695,
+                -0.003762464740373103,
+                -0.006138376635676964,
+                0.001325493137553573,
+                0.008520567025875392,
+                -0.0066514068920593425,
+                -0.003064876132393696,
+                0.005525119900522458,
+                0.009504424891937585,
+                0.011849736177385477,
+                0.008400017940669543,
+                -0.0067909446385286945,
+                -0.00818136082659884,
+                0.004646044170746594,
+                0.012444457339079356,
+                -0.0015533672804591957,
+                0.00446103881223969
+            ]
+        ],
+        "std": [
+            [
+                1.0045809901782567,
+                1.011044061995358,
+                1.0172043141389446,
+                1.0411444793879623,
+                1.0848038904253097,
+                1.0532589212327128,
+                1.001732294856909,
+                0.9979736375563433,
+                0.9960552361012427,
+                1.01505820099451,
+                0.9927946698994767,
+                1.0430998783719132,
+                1.0035374294499668,
+                0.9954329781752278,
+                0.9998036225568965,
+                0.9986000648188756,
+                0.968307334521185,
+                1.0041135888200137,
+                1.0020709200665507,
+                0.9957946771192316,
+                1.0066983742054452,
+                0.9982009085917064,
+                1.0079501138389146,
+                1.0086913740499897,
+                0.9975519054988539,
+                0.9949781645083238,
+                0.9908446185534602,
+                0.980252534332932,
+                1.0196582337505167,
+                1.129171084329408,
+                0.9975018305111572,
+                0.9962923547954192,
+                1.0083259241822573,
+                1.0245524736842544,
+                1.0587730123334396,
+                1.1257342158603454,
+                1.000888709096108,
+                0.9958781134180874,
+                1.0074167017832345,
+                1.03159906035601,
+                0.975850670238492,
+                1.1586868157131331
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 42,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 84,
+    "parameters": 88328,
+    "cert_evals": {
+        "36": 0.7229958772659302,
+        "72": 0.600118100643158,
+        "108": 0.46574971079826355,
+        "255": 0.06818069517612457
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/contrac/fold_0/result.json b/UCI_N6/ldlt/runs/contrac/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9104abde8c2d6e2d44c61695043a7b01a1fd9112
--- /dev/null
+++ b/UCI_N6/ldlt/runs/contrac/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.5687203791469194,
+    "test_acc": 0.5156599552572707,
+    "train_size": 368,
+    "val_size": 211,
+    "test_size": 894,
+    "stats": {
+        "mean": [
+            [
+                0.04983602472826088,
+                -0.03683848315217381,
+                -0.030433624999999895,
+                0.04126441032608701,
+                0.0759277635869569,
+                0.038788576086956336,
+                -0.05566297010869535,
+                0.0662070706521741,
+                0.049484739130435086
+            ]
+        ],
+        "std": [
+            [
+                1.0349771394866476,
+                1.0203618187773704,
+                1.0773888859130338,
+                0.9920452760418988,
+                0.9188135203134653,
+                0.9763026632803047,
+                0.9941427090552807,
+                0.9825316131926941,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5705,
+    "cert_evals": {
+        "36": 0.3467561602592468,
+        "72": 0.1812080591917038,
+        "108": 0.10067114233970642,
+        "255": 0.021252796053886414
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/contrac/fold_1/result.json b/UCI_N6/ldlt/runs/contrac/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..336d6275c05fb5369221750c6e7ac367a79d0316
--- /dev/null
+++ b/UCI_N6/ldlt/runs/contrac/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.5666666666666667,
+    "test_acc": 0.46256983240223465,
+    "train_size": 368,
+    "val_size": 210,
+    "test_size": 895,
+    "stats": {
+        "mean": [
+            [
+                -0.029433755434782626,
+                -0.071642726902174,
+                -0.09035044293478262,
+                0.020525774456521734,
+                0.007337516304348054,
+                0.03878857608695629,
+                0.035455372282608796,
+                -0.03957563858695622,
+                0.049484739130434774
+            ]
+        ],
+        "std": [
+            [
+                1.034137512591575,
+                1.0184105128981196,
+                1.0653920839838686,
+                1.048083233025277,
+                0.9923881347533616,
+                0.9763026632803046,
+                0.9969044818106321,
+                1.048729739192908,
+                1.0760483787682442
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5705,
+    "cert_evals": {
+        "36": 0.36424580216407776,
+        "72": 0.26703909039497375,
+        "108": 0.17541898787021637,
+        "255": 0.02569832280278206
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/contrac/fold_2/result.json b/UCI_N6/ldlt/runs/contrac/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..40ac363488bf97cb70748f584ad3182e950137eb
--- /dev/null
+++ b/UCI_N6/ldlt/runs/contrac/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.5403225806451613,
+    "test_acc": 0.49008168028004667,
+    "train_size": 368,
+    "val_size": 248,
+    "test_size": 857,
+    "stats": {
+        "mean": [
+            [
+                -0.0224978108695652,
+                0.0756058451086956,
+                0.07941412771739106,
+                0.040112260869565215,
+                -0.03076817663043453,
+                -0.09286419021739152,
+                -0.046236899456521284,
+                0.002180663043478335,
+                -0.06466629619565217
+            ]
+        ],
+        "std": [
+            [
+                1.0160308953617057,
+                0.95882526146548,
+                0.9253350657327032,
+                1.0559034595300474,
+                1.0290230539377072,
+                1.0476659682160625,
+                0.9462830856884548,
+                0.9600526966125309,
+                0.8858527840526336
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5705,
+    "cert_evals": {
+        "36": 0.3558926582336426,
+        "72": 0.22170361876487732,
+        "108": 0.10968495160341263,
+        "255": 0.008168027736246586
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/contrac/fold_3/result.json b/UCI_N6/ldlt/runs/contrac/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..48127ddcc9462fd4ed21c765f73ee2a14832bb08
--- /dev/null
+++ b/UCI_N6/ldlt/runs/contrac/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.4935064935064935,
+    "test_acc": 0.4782608695652174,
+    "train_size": 368,
+    "val_size": 231,
+    "test_size": 874,
+    "stats": {
+        "mean": [
+            [
+                -0.05156334456521742,
+                -0.044870314673913024,
+                -0.03376221739130403,
+                0.026286519021739164,
+                0.06068548641304363,
+                -0.023903217391304493,
+                0.03859739402173936,
+                -0.05627817934782584,
+                -0.01277946195652176
+            ]
+        ],
+        "std": [
+            [
+                1.0188547788894706,
+                0.9948418681411789,
+                0.9984372596511997,
+                1.0660676802579363,
+                0.9360979718845777,
+                1.0130497245255512,
+                0.9834396874521251,
+                1.0057604797479107,
+                0.9785587320331135
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5705,
+    "cert_evals": {
+        "36": 0.3318077623844147,
+        "72": 0.21167047321796417,
+        "108": 0.1178489625453949,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/credit-approval/fold_0/result.json b/UCI_N6/ldlt/runs/credit-approval/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..43865d35ebfe08044eceacea3d16974c24d16cc4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/credit-approval/fold_0/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.83,
+    "test_acc": 0.854066985645933,
+    "train_size": 172,
+    "val_size": 100,
+    "test_size": 418,
+    "stats": {
+        "mean": [
+            [
+                0.04231717441860458,
+                -0.04319939244186043,
+                0.01132773546511633,
+                0.10497429069767436,
+                0.1039714651162791,
+                -0.016887567441860464,
+                0.12197747790697662,
+                0.056721959767441876,
+                0.023127069767441777,
+                0.01803883720930219,
+                0.02175907906976748,
+                -0.014331000000000156,
+                0.026975616279069855,
+                -0.07794171941860471,
+                0.08645942000000016
+            ]
+        ],
+        "std": [
+            [
+                0.9668001544731439,
+                0.9828833679832603,
+                1.0033612624654744,
+                1.0683622008830216,
+                1.0656041538091992,
+                1.0007415139821727,
+                1.1272056598607636,
+                1.0528268054248064,
+                1.0000784525981627,
+                0.9964680315230805,
+                0.9149454309542941,
+                1.0003809007273163,
+                1.0289037612452905,
+                0.9424723282553955,
+                1.5519077166103805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 21960,
+    "cert_evals": {
+        "36": 0.7918660044670105,
+        "72": 0.7344497442245483,
+        "108": 0.6339712738990784,
+        "255": 0.07416267693042755
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/credit-approval/fold_1/result.json b/UCI_N6/ldlt/runs/credit-approval/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e9857fdca2411fe8e12c1d0f0b381298eb5fa8f8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/credit-approval/fold_1/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.8709677419354839,
+    "test_acc": 0.8494117647058823,
+    "train_size": 172,
+    "val_size": 93,
+    "test_size": 425,
+    "stats": {
+        "mean": [
+            [
+                -0.05893763953488379,
+                -0.09494667732558137,
+                0.10661604441860463,
+                0.0016465697674418215,
+                -0.0016443023255812898,
+                -0.03715416976744184,
+                0.019046397674418694,
+                0.12816041290697705,
+                0.04639099999999992,
+                0.006295348837209058,
+                -0.02008573604651146,
+                -0.13093850000000004,
+                0.006132180232558206,
+                -0.012206166162790686,
+                0.10673194959302351
+            ]
+        ],
+        "std": [
+            [
+                1.0212712368033299,
+                1.002227255518295,
+                1.0267015215317181,
+                1.0197891663144403,
+                1.0132886907601226,
+                0.9740103182437764,
+                0.9462774495372472,
+                1.135180114956504,
+                1.0003490000000002,
+                0.9983346607548056,
+                0.9387238466077318,
+                1.0017391917815985,
+                0.9989094608428061,
+                0.9604377028423987,
+                1.6924318356475039
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 21960,
+    "cert_evals": {
+        "36": 0.19294117391109467,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/credit-approval/fold_2/result.json b/UCI_N6/ldlt/runs/credit-approval/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..03c4839d46fe29e5a07125ac3c2a48628b4ad534
--- /dev/null
+++ b/UCI_N6/ldlt/runs/credit-approval/fold_2/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8598130841121495,
+    "test_acc": 0.8442822384428224,
+    "train_size": 172,
+    "val_size": 107,
+    "test_size": 411,
+    "stats": {
+        "mean": [
+            [
+                -0.09690819767441845,
+                -0.07829492377906978,
+                0.14346898139534883,
+                0.008104488372092981,
+                0.011557720930232681,
+                0.0203769784883721,
+                -0.058847231395348816,
+                -0.004431645348837212,
+                0.01149510465116271,
+                -0.02893511627906998,
+                -0.018890154651162814,
+                -0.07263475000000007,
+                -0.0563980755813953,
+                -0.0557846427906977,
+                -0.04536849656976747
+            ]
+        ],
+        "std": [
+            [
+                1.0400780435620642,
+                0.9163334239629656,
+                1.1299454947101701,
+                0.9838838771477533,
+                0.9907637201902963,
+                1.0059394076223003,
+                0.9122317175379675,
+                0.9398719190475693,
+                0.9997401653873875,
+                1.0030891544052551,
+                0.8392167415058691,
+                1.0027567026500943,
+                0.9205981575020528,
+                0.8548997051032522,
+                0.5350874335618861
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 21960,
+    "cert_evals": {
+        "36": 0.7737226486206055,
+        "72": 0.6934306621551514,
+        "108": 0.5936739444732666,
+        "255": 0.12408758699893951
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/credit-approval/fold_3/result.json b/UCI_N6/ldlt/runs/credit-approval/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcca8c27760d1702cd51dd3d477ad01d92f3d999
--- /dev/null
+++ b/UCI_N6/ldlt/runs/credit-approval/fold_3/result.json
@@ -0,0 +1,60 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.8962264150943396,
+    "test_acc": 0.837378640776699,
+    "train_size": 172,
+    "val_size": 106,
+    "test_size": 412,
+    "stats": {
+        "mean": [
+            [
+                0.029660302325581287,
+                0.04967415668604653,
+                0.035228697674418614,
+                -0.08230726744186062,
+                -0.0808560755813953,
+                -0.06068950697674418,
+                0.05521145232558148,
+                0.0520138111627908,
+                -0.00013686046511636238,
+                -0.02893511627906982,
+                0.0647990941860465,
+                -0.08429550000000029,
+                -0.11892838372093019,
+                -0.14010143755813953,
+                -0.060122975697674434
+            ]
+        ],
+        "std": [
+            [
+                0.9866458073044232,
+                1.0497387015089001,
+                0.9194770520533397,
+                0.928940005324823,
+                0.9330534400726008,
+                1.0077990709538949,
+                1.0375139084982685,
+                0.9494310078822967,
+                0.9992663708949371,
+                1.0030891544052551,
+                1.2789280573338035,
+                1.0028244999999991,
+                0.8074645456755252,
+                0.8265119967382965,
+                0.4698103883611287
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 15,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 30,
+    "parameters": 21960,
+    "cert_evals": {
+        "36": 0.737864077091217,
+        "72": 0.6601941585540771,
+        "108": 0.5995145440101624,
+        "255": 0.04368932172656059
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cylinder-bands/fold_0/result.json b/UCI_N6/ldlt/runs/cylinder-bands/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..327d23ade68ab8c3f957ce8439da043ef1138e03
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cylinder-bands/fold_0/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.7317073170731707,
+    "test_acc": 0.7185430463576159,
+    "train_size": 128,
+    "val_size": 82,
+    "test_size": 302,
+    "stats": {
+        "mean": [
+            [
+                -0.018113468749999997,
+                -0.09801495312499989,
+                -0.09835764843749996,
+                0.015201562499999939,
+                -0.08460044531249963,
+                -0.05902956249999998,
+                -0.02159560937500003,
+                -0.10518925781250046,
+                0.03565878125000016,
+                0.03781927343750002,
+                -0.0029206640624998936,
+                -0.005388015624999963,
+                -0.007189643749999884,
+                -0.11441540624999999,
+                0.02687471875000009,
+                -0.08272973437500022,
+                0.014233650781250131,
+                -0.040908945312500035,
+                -0.20346299999999978,
+                0.09558365781249996,
+                -0.12876496562500006,
+                -0.05027554687499996,
+                0.03137399609374995,
+                -0.07727224921875003,
+                -0.112076146875,
+                0.04986750409374999,
+                0.0467316294531248,
+                0.08485301562499976,
+                -0.07968368828125014,
+                -0.0404871031249999,
+                0.026726734374999978,
+                0.04898852562499999,
+                0.07183878906250019,
+                0.01963753046874992,
+                0.07539527343749987
+            ]
+        ],
+        "std": [
+            [
+                1.009708113595319,
+                0.6915256837343526,
+                1.1851115463631896,
+                1.1075149207516606,
+                0.6356019715752345,
+                0.9895598820491779,
+                1.036117446187858,
+                0.47416953322612243,
+                0.9128570390625407,
+                0.9754439041131451,
+                0.9772769577736968,
+                0.9965990540260843,
+                1.0049338980010496,
+                1.0152930221805465,
+                1.0110105352731478,
+                0.9779734187172597,
+                0.946783796715577,
+                0.9180378675297654,
+                0.9791387337832046,
+                1.3026657902081404,
+                1.1587041225508155,
+                1.0035768471185391,
+                1.0872637801794474,
+                0.8506413201552353,
+                1.0909742588199165,
+                0.9223170655454694,
+                0.925140911301162,
+                1.2060797979297548,
+                0.10884702615305564,
+                1.0969927491363656,
+                1.0397512419029202,
+                0.9385559077709305,
+                0.7908440559763066,
+                0.8086858742098973,
+                0.23360368046727112
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 87432,
+    "cert_evals": {
+        "36": 0.5960264801979065,
+        "72": 0.4602648913860321,
+        "108": 0.36092716455459595,
+        "255": 0.0794702023267746
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cylinder-bands/fold_1/result.json b/UCI_N6/ldlt/runs/cylinder-bands/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..27cf5377f6c7fbffcd3307f94cd299a69198761b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cylinder-bands/fold_1/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7222222222222222,
+    "test_acc": 0.6826923076923077,
+    "train_size": 128,
+    "val_size": 72,
+    "test_size": 312,
+    "stats": {
+        "mean": [
+            [
+                -0.15498346874999988,
+                0.07623314062499989,
+                -0.08125197656250005,
+                0.1064101249999995,
+                0.028200664062500352,
+                0.14560404687500025,
+                0.1655534453124999,
+                -0.021037773437500448,
+                0.03565884375000017,
+                -0.09565992968750019,
+                -0.06719309374999989,
+                0.07724234374999989,
+                0.014383128125000021,
+                0.015113148437499955,
+                0.11287723437500005,
+                0.15718076562499975,
+                -0.11598707812499996,
+                0.01952450812500009,
+                -0.05958846093749991,
+                0.05810956640625002,
+                0.09577258359374996,
+                0.01608712499999998,
+                0.0455139015625,
+                -0.09322180656250004,
+                0.010363770312500003,
+                -0.09235189678125001,
+                -0.12943964476562508,
+                0.07837251562499978,
+                -0.08934230000000017,
+                -0.11201488515624988,
+                -0.016908421875000006,
+                -0.19726601218749995,
+                -0.027512601562499843,
+                -0.1071632757812501,
+                -0.06936312500000016
+            ]
+        ],
+        "std": [
+            [
+                0.9566675689840457,
+                1.1785922605080725,
+                1.0752069854571855,
+                1.134315391792329,
+                1.0921920451077407,
+                1.0073040155644573,
+                1.0080335723206957,
+                0.8147932438575216,
+                0.7216766565111302,
+                1.0325076089625134,
+                1.0351765461316509,
+                0.9787809233141151,
+                0.9952912678839302,
+                0.9646382079847095,
+                0.9376275956128628,
+                1.025290058167112,
+                1.1238851154497491,
+                0.9392938268734667,
+                0.9623682791314133,
+                0.6383677679060908,
+                0.8128844998290236,
+                0.9862468382017052,
+                0.8444859158500648,
+                1.051379690058149,
+                0.9861572089261571,
+                1.2038176163546097,
+                1.2075147493034224,
+                1.1662944917994549,
+                1.0,
+                1.0433698981937496,
+                0.9167305702944823,
+                1.1576246436005715,
+                1.2133555868200756,
+                1.2553958063370618,
+                1.386742675536984
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 87432,
+    "cert_evals": {
+        "36": 0.5224359035491943,
+        "72": 0.35576924681663513,
+        "108": 0.19230769574642181,
+        "255": 0.05128205195069313
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cylinder-bands/fold_2/result.json b/UCI_N6/ldlt/runs/cylinder-bands/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..14d1abc4e8868034077c432271269bcbb507b2f9
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cylinder-bands/fold_2/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.6990291262135923,
+    "train_size": 128,
+    "val_size": 75,
+    "test_size": 309,
+    "stats": {
+        "mean": [
+            [
+                -0.018113499999999876,
+                -0.010890906250000026,
+                0.004276054687499921,
+                -0.04560409375000058,
+                -0.02819989062499964,
+                0.003934625000000143,
+                0.10796916406250016,
+                0.02103777343750001,
+                -0.02139478124999982,
+                0.02002204687499978,
+                -0.008763656249999825,
+                -0.04131476562499997,
+                0.057528609375000095,
+                -0.11441537500000004,
+                -0.051960625,
+                0.09099853124999963,
+                0.025328648437500097,
+                0.06508276609375009,
+                -0.0463809687499999,
+                0.05531756718749999,
+                0.048115672656250004,
+                -0.044416265624999944,
+                -0.006333254687500049,
+                0.07249342484374995,
+                0.017864971093750025,
+                -0.032888132281249996,
+                -0.005630188515625072,
+                -0.08849829687500009,
+                0.1810991601562506,
+                -0.03171481484375,
+                -0.03763525000000013,
+                0.012247269375000123,
+                -0.010699218749999687,
+                -0.04182582187500004,
+                0.0392055468749999
+            ]
+        ],
+        "std": [
+            [
+                1.0014570356459378,
+                0.9701723266723137,
+                0.976668923366092,
+                0.8848220008281984,
+                0.8953310490553396,
+                0.9995254897694512,
+                1.0022604928841146,
+                1.1538252271496559,
+                1.0317076974392008,
+                0.9849764181760653,
+                0.9644949026944296,
+                0.9682202506697574,
+                1.0200144373065265,
+                1.024650754456481,
+                0.991180532876508,
+                1.0231518076189408,
+                0.9417295162218619,
+                1.1518106310277838,
+                1.0373234489917649,
+                1.1369455371092343,
+                0.9154717541032745,
+                1.1226380377592042,
+                1.0778851186420637,
+                0.9942494651921334,
+                0.9650868598248783,
+                0.991851813013072,
+                0.9883223822673011,
+                0.8159153965212675,
+                1.7818000158367098,
+                0.9958958318550638,
+                0.8529177390193199,
+                0.9950922963006184,
+                1.0386479794315284,
+                1.046608837125399,
+                0.3263770311133624
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 87432,
+    "cert_evals": {
+        "36": 0.6116505265235901,
+        "72": 0.5016181468963623,
+        "108": 0.3430420756340027,
+        "255": 0.10679612308740616
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/cylinder-bands/fold_3/result.json b/UCI_N6/ldlt/runs/cylinder-bands/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..620de8ce91289e09793796105dbec546dcfcba46
--- /dev/null
+++ b/UCI_N6/ldlt/runs/cylinder-bands/fold_3/result.json
@@ -0,0 +1,100 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.7567567567567568,
+    "test_acc": 0.7225806451612903,
+    "train_size": 128,
+    "val_size": 74,
+    "test_size": 310,
+    "stats": {
+        "mean": [
+            [
+                -0.09862528124999967,
+                0.07623314062499992,
+                -0.14967442968749994,
+                0.1064100937499999,
+                0.08460121875000035,
+                0.11412195312500018,
+                0.035988921874999975,
+                0.02103796874999956,
+                0.049922195312500195,
+                0.020022046875000005,
+                0.07303782812500019,
+                0.1706510703124999,
+                0.03116200625000013,
+                0.10146572656249976,
+                0.12004409375000007,
+                0.04963468749999977,
+                -0.09730074531250002,
+                0.2519632110937501,
+                0.10295269531250012,
+                -0.017867453124999995,
+                0.15167814140624994,
+                0.053232843750000036,
+                0.05788653593750008,
+                -0.03172638593750004,
+                0.12707835390624983,
+                -0.07419502420312495,
+                -0.046009344765625224,
+                0.07189192187499989,
+                -0.012073297656250094,
+                -0.011471089062500009,
+                0.04745321093750001,
+                -0.06254772593749994,
+                0.02904130468750018,
+                -0.017295875000000013,
+                -0.045236640625000143
+            ]
+        ],
+        "std": [
+            [
+                0.9681512944811281,
+                1.1785922605080716,
+                1.1820212062123494,
+                1.2342204701284085,
+                1.2560999937316328,
+                1.0073040155644557,
+                0.9422562101157176,
+                0.9370712715647449,
+                0.8107579850267628,
+                0.9849764181760654,
+                1.0089890027616917,
+                1.0128688585013823,
+                1.021806803227722,
+                0.9860449137879513,
+                0.965560494387225,
+                1.0099223731350104,
+                1.1411416049886207,
+                0.9766554256496787,
+                1.078888741266553,
+                0.8735915598455525,
+                0.9043004878113329,
+                0.935916801014639,
+                0.9022876021268718,
+                1.0095878491602719,
+                0.9226412455171137,
+                1.103674350946853,
+                1.109671652163808,
+                1.0892584104797631,
+                0.8707774330138579,
+                0.9662087759049208,
+                0.9327069000527582,
+                1.0958735530051178,
+                1.0258970951245958,
+                1.0635339261419625,
+                1.376208872677819
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 35,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 70,
+    "parameters": 87432,
+    "cert_evals": {
+        "36": 0.6129032373428345,
+        "72": 0.4580644965171814,
+        "108": 0.3193548321723938,
+        "255": 0.04516128823161125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/dermatology/fold_0/result.json b/UCI_N6/ldlt/runs/dermatology/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..32c10d6f90add744e44cf3f668ed72014f306c41
--- /dev/null
+++ b/UCI_N6/ldlt/runs/dermatology/fold_0/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.9827586206896551,
+    "test_acc": 0.9400921658986175,
+    "train_size": 91,
+    "val_size": 58,
+    "test_size": 217,
+    "stats": {
+        "mean": [
+            [
+                0.06255490109890108,
+                -0.09950824175824165,
+                0.06084052747252747,
+                -0.16717494505494507,
+                0.052244340659340686,
+                0.0025714945054945153,
+                -0.02246861538461534,
+                -0.017277736263736184,
+                -0.021717483516483508,
+                0.03348407692307688,
+                -0.0475760989010988,
+                0.06572261538461521,
+                0.08858902197802174,
+                -0.1041265714285716,
+                0.005385186813186856,
+                -0.035476670329670376,
+                0.07677762417582405,
+                0.04374145054945071,
+                0.1155099230769231,
+                0.12043031868131869,
+                0.01650943956043959,
+                0.07769217582417579,
+                -0.030356758241758278,
+                0.013477208791208829,
+                0.015482648351648287,
+                -0.0034025274725273612,
+                0.04002742857142865,
+                0.03137470329670338,
+                0.008364593406593394,
+                0.03786149450549449,
+                0.03501758241758232,
+                0.19951439560439582,
+                -0.014634098901098907,
+                0.06380519120879125
+            ]
+        ],
+        "std": [
+            [
+                0.9579388217601761,
+                1.0149277614583099,
+                0.9508267211955849,
+                0.9797619817212763,
+                0.9779606305193399,
+                1.0067406344751444,
+                1.0036930400753548,
+                0.9655703337016306,
+                0.988719482589257,
+                1.0387140092945895,
+                0.9421816899315113,
+                1.108600785818115,
+                1.0553627690990925,
+                0.8963300954815475,
+                1.0312593831866153,
+                0.9305276662720072,
+                0.9419348744801717,
+                1.0024345032706516,
+                0.9943938503609722,
+                1.126743771486882,
+                1.024448001551178,
+                1.0936199274871503,
+                0.9903178300286889,
+                1.0625282108029304,
+                1.0022849145804325,
+                1.0039785513963642,
+                1.0686040527754073,
+                1.0117848046592977,
+                1.0099891482666616,
+                1.032180187104034,
+                1.0599064093185755,
+                0.98964025727435,
+                0.9787453595616104,
+                0.9013728009327256
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 87820,
+    "cert_evals": {
+        "36": 0.6774193644523621,
+        "72": 0.5161290168762207,
+        "108": 0.4976958632469177,
+        "255": 0.2534562349319458
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/dermatology/fold_1/result.json b/UCI_N6/ldlt/runs/dermatology/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f6627d292619767eb5aad1db69d299b04868266
--- /dev/null
+++ b/UCI_N6/ldlt/runs/dermatology/fold_1/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.9636363636363636,
+    "test_acc": 0.9454545454545454,
+    "train_size": 91,
+    "val_size": 55,
+    "test_size": 220,
+    "stats": {
+        "mean": [
+            [
+                -0.15234734065934108,
+                -0.03685075824175817,
+                0.024514153846154,
+                -0.003059032967032986,
+                0.0522442747252747,
+                -0.020386087912087892,
+                0.03530865934065939,
+                -0.043625648351648345,
+                -0.08879309890109885,
+                0.09415389010989002,
+                -0.04757609890109863,
+                0.06572261538461541,
+                0.222018769230769,
+                0.05758529670329658,
+                -0.007495417582417526,
+                -0.08522665934065947,
+                -0.07745157142857151,
+                -0.04334439560439563,
+                -0.12401621978021984,
+                0.04764354945054952,
+                -0.021313461538461483,
+                0.0352194725274725,
+                0.051580087912087895,
+                0.05687082417582426,
+                0.041357142857142794,
+                -0.028813681318681075,
+                0.017010725274725334,
+                -0.04641174945054939,
+                0.01987447252747256,
+                0.013464769230769122,
+                -0.009952681318681485,
+                -0.14857142857142827,
+                0.03504902197802198,
+                0.07064716813186812
+            ]
+        ],
+        "std": [
+            [
+                1.0799649707740484,
+                0.9701819203088585,
+                1.0349980862760444,
+                0.9962695208080098,
+                1.0565723090694727,
+                0.956401750666777,
+                1.0996255828899324,
+                0.9272437132189425,
+                0.9338556246970804,
+                1.132692340014453,
+                0.9421816899315112,
+                1.108600785818116,
+                1.3507430798011204,
+                0.9954000343509968,
+                0.9838347974365711,
+                1.0051011914402448,
+                1.082244925397,
+                0.9863336565802372,
+                0.8936601742161131,
+                1.0709540797521042,
+                0.9668866324311055,
+                1.0433938478729325,
+                1.061517000809812,
+                1.0860930768159869,
+                1.0492767576804765,
+                0.9727826405276763,
+                1.0221067222848232,
+                0.9644227334697079,
+                1.0222445250094454,
+                1.1137241387036405,
+                0.9325232366107138,
+                0.9431871301685265,
+                1.0294846104354056,
+                0.954054376413069
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 87820,
+    "cert_evals": {
+        "36": 0.8454545140266418,
+        "72": 0.6727272272109985,
+        "108": 0.613636314868927,
+        "255": 0.29999998211860657
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/dermatology/fold_2/result.json b/UCI_N6/ldlt/runs/dermatology/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..416c43c1409af504265553a8e04a052d74757a8b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/dermatology/fold_2/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.9836065573770492,
+    "test_acc": 0.9766355140186916,
+    "train_size": 91,
+    "val_size": 61,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                0.1286785934065936,
+                -0.052514956043955986,
+                -0.0723557912087912,
+                -0.03202061538461543,
+                -0.15349332967032966,
+                -0.020386153846153894,
+                -0.09950505494505507,
+                -0.004103824175824138,
+                0.03417917582417588,
+                0.08201997802197789,
+                -0.01447120879120871,
+                -0.022712967032967008,
+                -0.04484103296703309,
+                0.003681208791208678,
+                0.044027285714285734,
+                0.04412385714285691,
+                -0.04660575824175837,
+                -0.014315659340659313,
+                -0.02820572527472527,
+                0.03724537362637364,
+                -0.01185779120879114,
+                -0.039107373626373704,
+                0.0024179670329669205,
+                -0.015451747252747299,
+                0.002545351648351576,
+                0.08553615384615376,
+                0.017010747252747392,
+                -0.017241828571428485,
+                0.008364593406593424,
+                -0.05972478021978029,
+                0.012532417582417426,
+                0.1541118681318682,
+                0.0052391428571429075,
+                0.04806798461538459
+            ]
+        ],
+        "std": [
+            [
+                0.9701280514742756,
+                0.9293627837603032,
+                0.9985142789172075,
+                1.0092809883627014,
+                0.9144981766921801,
+                0.9688575910999048,
+                0.7552905986573396,
+                0.9998322435146684,
+                1.0704136812401557,
+                1.0731541860690452,
+                0.9820497437937411,
+                0.9606585652114606,
+                0.9412251138507225,
+                1.032650720921409,
+                1.0662219170916833,
+                1.0316415589934254,
+                0.8883921685550962,
+                1.0965763955898655,
+                0.9938166856011934,
+                1.0449962571399998,
+                0.9713151295619376,
+                0.916982706185695,
+                1.0485354727700578,
+                0.9633861656803218,
+                0.9854442339078262,
+                1.003978327496943,
+                1.0338310542422602,
+                0.9972909993244929,
+                1.0099891482666616,
+                0.6769782284640671,
+                0.9985019725218273,
+                0.9997718075782989,
+                1.0050250528703155,
+                0.9607093594262002
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 87820,
+    "cert_evals": {
+        "36": 0.9065420031547546,
+        "72": 0.813084065914154,
+        "108": 0.7009345293045044,
+        "255": 0.5467289686203003
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/dermatology/fold_3/result.json b/UCI_N6/ldlt/runs/dermatology/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b9545fe7cb2061019b6450140fbc40ae32fbd87
--- /dev/null
+++ b/UCI_N6/ldlt/runs/dermatology/fold_3/result.json
@@ -0,0 +1,98 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.9807692307692307,
+    "test_acc": 0.9506726457399103,
+    "train_size": 91,
+    "val_size": 52,
+    "test_size": 223,
+    "stats": {
+        "mean": [
+            [
+                -0.05316160439560428,
+                0.07280001098901108,
+                0.00029673626373637353,
+                -0.012712835164835188,
+                0.028039912087912074,
+                -0.05482258241758234,
+                0.01604945054945059,
+                0.009070153846153903,
+                0.011820373626373679,
+                -0.0029178351648351595,
+                -0.14689076923076905,
+                -0.02271290109890109,
+                -0.04484103296703295,
+                0.0036813406593406033,
+                0.08266931868131823,
+                0.054073769230769106,
+                -0.000336973626373744,
+                0.02922736263736266,
+                0.043652076923076925,
+                0.03724537362637369,
+                -0.0024020659340658864,
+                0.03521959340659338,
+                0.0024179780219780282,
+                0.056870879120879105,
+                0.015482648351648276,
+                0.00930285714285733,
+                0.017010725274725344,
+                0.002204784615384724,
+                -0.014655186813186854,
+                0.0622580769230768,
+                0.012532483516483228,
+                0.06330681318681318,
+                -0.004697549450549487,
+                0.015909242857142816
+            ]
+        ],
+        "std": [
+            [
+                0.9579387151851927,
+                0.9666344534450786,
+                0.9971916717551561,
+                1.0285803186606315,
+                0.9689331448788322,
+                0.9145691771687489,
+                0.8846614143098532,
+                1.0173836013652253,
+                0.9964001763067949,
+                0.9871125181905619,
+                0.8027509230903981,
+                0.9299285829647791,
+                0.9412251138507224,
+                0.9834698643403745,
+                1.1391943175030825,
+                0.9785493379039759,
+                1.017445012936306,
+                0.9645207385980711,
+                0.9428629894457031,
+                1.0449962571399996,
+                0.9921708037991144,
+                1.033514126697011,
+                1.048535468132942,
+                1.0684193315579842,
+                1.002284914580432,
+                0.9595830510736266,
+                1.022106722284823,
+                1.0153293741790863,
+                0.9598175741851003,
+                1.1500085669506441,
+                1.0435622629094696,
+                0.949962818915988,
+                1.0144124428718615,
+                1.013968145011949
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 34,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 68,
+    "parameters": 87820,
+    "cert_evals": {
+        "36": 0.9147982597351074,
+        "72": 0.860986590385437,
+        "108": 0.7757847905158997,
+        "255": 0.48878926038742065
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/echocardiogram/fold_0/result.json b/UCI_N6/ldlt/runs/echocardiogram/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8750202018c3f425b8ab4ae04db4c88967d705e3
--- /dev/null
+++ b/UCI_N6/ldlt/runs/echocardiogram/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.85,
+    "test_acc": 0.8205128205128205,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                -0.057606475757575756,
+                -0.15964663636363635,
+                -0.060374909090909125,
+                0.0400295,
+                0.10041431515151517,
+                0.07715459090909091,
+                0.009048404242424318,
+                0.011163848484848474,
+                -0.3499357575757576,
+                -0.0035744545454545447
+            ]
+        ],
+        "std": [
+            [
+                1.1573831652081632,
+                0.8404744208999705,
+                0.7381400184555348,
+                1.0796554948826975,
+                0.8705069277860507,
+                1.2129557576954413,
+                1.0456434215229085,
+                0.9246089519830962,
+                1.0989667179647085,
+                0.9932372830639454
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/echocardiogram/fold_1/result.json b/UCI_N6/ldlt/runs/echocardiogram/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..35c6776e74e6b0c8c54b18d55a1f557b58264a3d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/echocardiogram/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8695652173913043,
+    "test_acc": 0.7733333333333333,
+    "train_size": 33,
+    "val_size": 23,
+    "test_size": 75,
+    "stats": {
+        "mean": [
+            [
+                -0.10427761212121212,
+                -0.08161054545454546,
+                0.08791276969696966,
+                -0.14441026060606058,
+                0.09186773939393943,
+                0.02212875757575757,
+                -0.12115638181818184,
+                0.13688663636363635,
+                -0.19213333333333332,
+                -0.08161054545454546
+            ]
+        ],
+        "std": [
+            [
+                0.8430736384486278,
+                0.9233354795587926,
+                1.041073713648991,
+                0.8385992375905786,
+                0.7966783723844354,
+                0.8163890823085291,
+                0.8747642125794102,
+                0.7576737832204337,
+                1.0947098909221693,
+                0.9233354795587928
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/echocardiogram/fold_2/result.json b/UCI_N6/ldlt/runs/echocardiogram/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b2d806a3259831fd0e13254421019d787f3214f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/echocardiogram/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.85,
+    "test_acc": 0.7307692307692307,
+    "train_size": 33,
+    "val_size": 20,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.04318501212121217,
+                -0.08161054545454545,
+                -0.1960651757575758,
+                0.10663209696969696,
+                -0.039179059090909095,
+                -0.08327692727272729,
+                -0.02021858363636361,
+                -0.027255212121212104,
+                -0.0343309090909092,
+                -0.08161054545454542
+            ]
+        ],
+        "std": [
+            [
+                1.1928881057545633,
+                0.9233354795587926,
+                0.7336788223210056,
+                1.0424668853529024,
+                1.015206992443095,
+                0.7150465728455708,
+                0.9871909809630498,
+                0.7552585618074782,
+                1.0673558137650077,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/echocardiogram/fold_3/result.json b/UCI_N6/ldlt/runs/echocardiogram/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..68f6d1d217f25c12386409913ba03ca3d7550969
--- /dev/null
+++ b/UCI_N6/ldlt/runs/echocardiogram/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.8089887640449438,
+    "train_size": 33,
+    "val_size": 9,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                0.17818635454545453,
+                -0.003574454545454491,
+                0.09132509090909088,
+                -0.2657220666666666,
+                0.02064670606060603,
+                0.008581981818181823,
+                -0.001812626060606065,
+                -0.08051203030303035,
+                0.005119696969696846,
+                -0.08161054545454548
+            ]
+        ],
+        "std": [
+            [
+                0.65057027499482,
+                0.9932372830639454,
+                0.9917679778099099,
+                0.9657357364086732,
+                0.9330992242935773,
+                1.0185738628461445,
+                0.9305394942774076,
+                0.8664314560759948,
+                1.0688129554861598,
+                0.9233354795587926
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ecoli/fold_0/result.json b/UCI_N6/ldlt/runs/ecoli/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..faeac3caf481af954b39aad378d1904daec02dd4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ecoli/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 80,
+    "best_val_acc": 0.5,
+    "test_acc": 0.46464646464646464,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                0.013150064285714266,
+                0.030534154761904717,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                -0.07806762144047612,
+                0.0146216491309523,
+                0.00923791428571434
+            ]
+        ],
+        "std": [
+            [
+                0.9944073468449054,
+                1.0029903172616768,
+                0.8958309259021103,
+                1.0,
+                1.0494215334470565,
+                0.9464416656581703,
+                0.9697251209067621
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5806,
+    "cert_evals": {
+        "36": 0.19191919267177582,
+        "72": 0.005050505045801401,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ecoli/fold_1/result.json b/UCI_N6/ldlt/runs/ecoli/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6dae91c527261d395dab1014d7372c52e1ec811a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ecoli/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.9122807017543859,
+    "test_acc": 0.7282051282051282,
+    "train_size": 84,
+    "val_size": 57,
+    "test_size": 195,
+    "stats": {
+        "mean": [
+            [
+                0.05841213633333324,
+                0.009642500000000023,
+                -0.1049293571428573,
+                -0.05455450000000004,
+                -0.13059923814285718,
+                -0.04276377619047619,
+                -0.11014530833333327
+            ]
+        ],
+        "std": [
+            [
+                1.0146171837993285,
+                1.0844043612606449,
+                0.6372989064356027,
+                1.0,
+                1.1282134026013562,
+                0.9791745837868009,
+                1.0002488772478277
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5806,
+    "cert_evals": {
+        "36": 0.14358974993228912,
+        "72": 0.020512821152806282,
+        "108": 0.015384616330265999,
+        "255": 0.015384616330265999
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ecoli/fold_2/result.json b/UCI_N6/ldlt/runs/ecoli/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cc4e6df6e6753073bde7d3e25878c743263482f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ecoli/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.8035714285714286,
+    "test_acc": 0.7193877551020408,
+    "train_size": 84,
+    "val_size": 56,
+    "test_size": 196,
+    "stats": {
+        "mean": [
+            [
+                -0.011315743142857089,
+                -0.03455130952380979,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.08828174398809528,
+                -0.05821374880952385,
+                -0.06637139999999996
+            ]
+        ],
+        "std": [
+            [
+                1.012351652595517,
+                1.0330947119577754,
+                0.8958309259021106,
+                1.0,
+                1.0026493882045864,
+                0.9566088016671406,
+                0.9710783614044303
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5806,
+    "cert_evals": {
+        "36": 0.5153061151504517,
+        "72": 0.22448979318141937,
+        "108": 0.0357142835855484,
+        "255": 0.015306122601032257
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ecoli/fold_3/result.json b/UCI_N6/ldlt/runs/ecoli/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..297679928117065f6d01f4676d5b8cd0f3cc71cf
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ecoli/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 89,
+    "best_val_acc": 0.7407407407407407,
+    "test_acc": 0.7121212121212122,
+    "train_size": 84,
+    "val_size": 54,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                -0.17523749880952394,
+                -0.0650854523809525,
+                -0.03497671428571443,
+                -0.05455450000000004,
+                0.014348625000000045,
+                -0.16084512944047624,
+                -0.12776817619047612
+            ]
+        ],
+        "std": [
+            [
+                1.0115769923283313,
+                0.9182494349544681,
+                0.8958309259021106,
+                1.0,
+                1.1277230453570237,
+                0.9641663228847202,
+                0.9980600835386763
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5806,
+    "cert_evals": {
+        "36": 0.3737373650074005,
+        "72": 0.08080808073282242,
+        "108": 0.020202020183205605,
+        "255": 0.01515151560306549
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y1/fold_0/result.json b/UCI_N6/ldlt/runs/energy-y1/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a3fe78c888f09399eb7a39642441af1b5a44995e
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y1/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.8942307692307693,
+    "test_acc": 0.8665254237288136,
+    "train_size": 192,
+    "val_size": 104,
+    "test_size": 472,
+    "stats": {
+        "mean": [
+            [
+                0.04037588177083325,
+                -0.02897297395833333,
+                -0.0555741354166667,
+                -0.0014130312499998996,
+                -0.01040988541666666,
+                0.08845356250000003,
+                0.019546906250001692,
+                0.12425216145833322
+            ]
+        ],
+        "std": [
+            [
+                1.0503259507282519,
+                1.0401598299798114,
+                0.9566204676221528,
+                1.0115106857597378,
+                0.9992947803759471,
+                0.9870322434122373,
+                0.9626025350664883,
+                1.0012373439432847
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.8135592937469482,
+        "72": 0.7288135886192322,
+        "108": 0.6207627058029175,
+        "255": 0.1419491469860077
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y1/fold_1/result.json b/UCI_N6/ldlt/runs/energy-y1/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6fd95e9bcc1f4112b207ff913f1a2d3e5a386af
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y1/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8636363636363636,
+    "test_acc": 0.8130630630630631,
+    "train_size": 192,
+    "val_size": 132,
+    "test_size": 444,
+    "stats": {
+        "mean": [
+            [
+                -0.035944025000000025,
+                0.01883181770833327,
+                0.02047402083333334,
+                0.008475244791666782,
+                2.3129646346357427e-18,
+                -9.25185853854297e-18,
+                -0.003910447916664952,
+                -0.010073338541666126
+            ]
+        ],
+        "std": [
+            [
+                0.9212095277307366,
+                0.9229015509828643,
+                1.0465139198851874,
+                0.9891013465328523,
+                0.9993489999999986,
+                0.9993506559221339,
+                0.9981490715102995,
+                0.9882682016149288
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.727477490901947,
+        "72": 0.5472972989082336,
+        "108": 0.4729729890823364,
+        "255": 0.0022522523067891598
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y1/fold_2/result.json b/UCI_N6/ldlt/runs/energy-y1/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fcafb55a5344a1acbc4ed712bbd4eb9339a9969
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y1/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.8487394957983193,
+    "test_acc": 0.8183807439824945,
+    "train_size": 192,
+    "val_size": 119,
+    "test_size": 457,
+    "stats": {
+        "mean": [
+            [
+                -0.06401001406250006,
+                0.06953358854166669,
+                -4.583333333418871e-07,
+                0.0678050677083333,
+                -0.0624593125,
+                0.10707533333333334,
+                0.011727677083334845,
+                -0.026863999999998927
+            ]
+        ],
+        "std": [
+            [
+                0.9971640605357807,
+                1.016537043200003,
+                0.9590898709257725,
+                0.9858397966646458,
+                0.997395236645448,
+                0.9977770953987608,
+                1.0267126976352656,
+                1.0236092624260158
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.05689277872443199,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y1/fold_3/result.json b/UCI_N6/ldlt/runs/energy-y1/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c6c26ac60f20a5a4b063781cc6299b8da463e52b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y1/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.9035087719298246,
+    "test_acc": 0.8939393939393939,
+    "train_size": 192,
+    "val_size": 114,
+    "test_size": 462,
+    "stats": {
+        "mean": [
+            [
+                -0.09306050364583336,
+                0.10140363020833336,
+                0.038023541666666646,
+                0.08051876041666675,
+                -0.06245931250000001,
+                4.166666664589166e-08,
+                0.16615551562499892,
+                0.11081956770833301
+            ]
+        ],
+        "std": [
+            [
+                1.0103381574343495,
+                1.0260340528127347,
+                0.9660180839931469,
+                0.9757962633490739,
+                0.997395236645448,
+                0.9993506559221341,
+                0.9513965888850403,
+                0.9859377713172496
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.7878788113594055,
+        "72": 0.7445887327194214,
+        "108": 0.6385281085968018,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y2/fold_0/result.json b/UCI_N6/ldlt/runs/energy-y2/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..721fffbd81b059cec902c21403fdf4e6c1b82ced
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y2/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.9224137931034483,
+    "test_acc": 0.85,
+    "train_size": 192,
+    "val_size": 116,
+    "test_size": 460,
+    "stats": {
+        "mean": [
+            [
+                0.0009850791666666432,
+                0.010139916666666622,
+                0.032173687500000006,
+                -0.005650822916666537,
+                0.010409885416666669,
+                -0.06052093749999998,
+                -0.02541311979166509,
+                0.0537312500000005
+            ]
+        ],
+        "std": [
+            [
+                1.0456101033083376,
+                1.0498619980358046,
+                0.9456106661428212,
+                0.9965179021332218,
+                0.999294780375947,
+                1.0222397484588055,
+                1.030433216371699,
+                0.995731298264168
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.6413043141365051,
+        "72": 0.502173900604248,
+        "108": 0.4891304075717926,
+        "255": 0.06521739065647125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y2/fold_1/result.json b/UCI_N6/ldlt/runs/energy-y2/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c04a4fa5bdf6cfd35393ecf77e3ccf8bdf640efa
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y2/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 20,
+    "best_val_acc": 0.8852459016393442,
+    "test_acc": 0.8524229074889867,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                0.07533532916666669,
+                -0.059394307291666594,
+                -0.017550052083333306,
+                -0.04944196875000006,
+                0.031229656250000005,
+                -0.004655374999999985,
+                0.06255218750000145,
+                1.1510416676625372e-06
+            ]
+        ],
+        "std": [
+            [
+                1.0729275910612097,
+                1.0653863321722707,
+                0.9433869502795601,
+                1.0190501631365936,
+                0.998860917431203,
+                0.9951670891648171,
+                1.0163359360027204,
+                1.0396997731000648
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.7995594143867493,
+        "72": 0.7070484161376953,
+        "108": 0.6145374178886414,
+        "255": 0.23568281531333923
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y2/fold_2/result.json b/UCI_N6/ldlt/runs/energy-y2/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec4859c91e4ad2ef4c61a88e9402442fbcac1c2d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y2/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.860655737704918,
+    "test_acc": 0.8656387665198237,
+    "train_size": 192,
+    "val_size": 122,
+    "test_size": 454,
+    "stats": {
+        "mean": [
+            [
+                -0.0004920619791667415,
+                0.007242729166666742,
+                -0.020474875000000007,
+                0.016951052083333352,
+                2.3129646346357427e-18,
+                0.004655458333333339,
+                0.11924057812500127,
+                0.06380555208333295
+            ]
+        ],
+        "std": [
+            [
+                1.0283618263304504,
+                1.0335770524750947,
+                0.8923225124501564,
+                0.9833589680412395,
+                0.9993489999999986,
+                1.0280747733173587,
+                0.9999909373553216,
+                0.955311666538388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.8061673641204834,
+        "72": 0.7026431560516357,
+        "108": 0.6387664675712585,
+        "255": 0.4493391811847687
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/energy-y2/fold_3/result.json b/UCI_N6/ldlt/runs/energy-y2/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9e7b75427dc3a25ac10536e4a71bad8e5253eba
--- /dev/null
+++ b/UCI_N6/ldlt/runs/energy-y2/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.8230088495575221,
+    "test_acc": 0.857451403887689,
+    "train_size": 192,
+    "val_size": 113,
+    "test_size": 463,
+    "stats": {
+        "mean": [
+            [
+                -0.045791585416666704,
+                0.053598781249999984,
+                0.038023489583333334,
+                0.0339023333333334,
+                -0.04163954166666667,
+                0.013966291666666672,
+                0.03909468750000155,
+                0.06716386458333357
+            ]
+        ],
+        "std": [
+            [
+                1.0190772752310013,
+                1.0258162287916472,
+                1.0141309105461986,
+                1.0041302689502694,
+                0.998481132706467,
+                0.9782096135772306,
+                0.997298911424109,
+                1.0244022864972453
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 5673,
+    "cert_evals": {
+        "36": 0.7667386531829834,
+        "72": 0.6846652030944824,
+        "108": 0.6004319787025452,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/fertility/fold_0/result.json b/UCI_N6/ldlt/runs/fertility/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c002d7742e6c693c42847a55225d1ac1cd694db0
--- /dev/null
+++ b/UCI_N6/ldlt/runs/fertility/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.7777777777777778,
+    "test_acc": 0.8070175438596491,
+    "train_size": 25,
+    "val_size": 18,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                -0.050080199999999984,
+                -0.12364147839999998,
+                0.14793016000000006,
+                -0.32071263999999977,
+                0.1791338,
+                -0.12053400000000013,
+                0.5731312000000003,
+                -0.16074628000000002,
+                0.03862860000000002
+            ]
+        ],
+        "std": [
+            [
+                1.0236052735742232,
+                0.8512034434759349,
+                0.8026475169365781,
+                0.9000012058569202,
+                0.9750796495625166,
+                0.7418187080757671,
+                0.7460504646830267,
+                0.9966002512278438,
+                0.8297482471350933
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/fertility/fold_1/result.json b/UCI_N6/ldlt/runs/fertility/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e14fe48c24d487212b669b6ea5f629f9644d70be
--- /dev/null
+++ b/UCI_N6/ldlt/runs/fertility/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.6428571428571429,
+    "test_acc": 0.6721311475409836,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.08396883999999995,
+                0.0741850816,
+                -0.08875767999999994,
+                0.16035823999999999,
+                -0.2985557199999999,
+                0.017217679999999954,
+                -0.28656639999999994,
+                -0.012364960000000034,
+                7.200000000029405e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9493769176881722,
+                1.0402868069724176,
+                1.0846399428755964,
+                1.0014288942292522,
+                0.95537904,
+                1.089027811624688,
+                1.008650391054026,
+                0.9817617018642958,
+                0.9407763787630519
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/fertility/fold_2/result.json b/UCI_N6/ldlt/runs/fertility/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b6b3259371ed8d4f04612589c906fd803c55c8ef
--- /dev/null
+++ b/UCI_N6/ldlt/runs/fertility/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.9,
+    "test_acc": 0.7818181818181819,
+    "train_size": 25,
+    "val_size": 20,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                -0.15099352,
+                0.04121466079999998,
+                0.029586240000000055,
+                0.16035823999999999,
+                -0.059710959999999924,
+                0.29272248000000006,
+                0.09552136000000001,
+                -0.25966716,
+                -0.27897695999999994
+            ]
+        ],
+        "std": [
+            [
+                0.9753651401849921,
+                1.00304651742069,
+                0.9614305510351658,
+                1.001428894229252,
+                0.9943900320852971,
+                0.9593333711047946,
+                0.911221690762852,
+                0.8623722386522275,
+                0.6562133354788506
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/fertility/fold_3/result.json b/UCI_N6/ldlt/runs/fertility/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..37c9e3106d6542de76f8fbe5a583e01686eee800
--- /dev/null
+++ b/UCI_N6/ldlt/runs/fertility/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.9090909090909091,
+    "test_acc": 0.796875,
+    "train_size": 25,
+    "val_size": 11,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.05008016,
+                0.16980184160000003,
+                0.029586240000000055,
+                -0.08017719999999987,
+                -0.13932587999999993,
+                0.22384639999999986,
+                -0.19104464,
+                0.23493724,
+                -0.28326872000000003
+            ]
+        ],
+        "std": [
+            [
+                0.967192993888714,
+                1.0029056548149258,
+                0.9614305510351658,
+                0.981981821759731,
+                0.9879951745516705,
+                0.9393450743392652,
+                0.9552200000001204,
+                1.0881296800000002,
+                0.6448658384270962
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/flags/fold_0/result.json b/UCI_N6/ldlt/runs/flags/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..de2fc88b1923e765da17885bde81df911800db85
--- /dev/null
+++ b/UCI_N6/ldlt/runs/flags/fold_0/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.5185185185185185,
+    "test_acc": 0.453781512605042,
+    "train_size": 48,
+    "val_size": 27,
+    "test_size": 119,
+    "stats": {
+        "mean": [
+            [
+                0.2352414791666667,
+                -0.14561693750000007,
+                0.1764680979166667,
+                0.11582924333333333,
+                0.0278278833333333,
+                0.04467812499999988,
+                -0.14742766666666676,
+                -0.14850950000000007,
+                0.10914166666666664,
+                0.020176562500000023,
+                -0.14527287500000005,
+                -0.021462375000000023,
+                -0.005958499999999978,
+                -0.18136456250000013,
+                -0.1484010833333332,
+                -0.13407733333333335,
+                -0.14238879166666651,
+                -0.06353299999999999,
+                0.039132958333333315,
+                0.23061385416666677,
+                0.16322545416666676,
+                0.20470881250000014,
+                -0.04084762500000006,
+                -0.005915999999999931,
+                -0.08552499999999989,
+                0.003115083333333317,
+                -0.00012200000000005262,
+                0.016370875000000003
+            ]
+        ],
+        "std": [
+            [
+                0.9423798810959939,
+                0.9424971000607776,
+                1.1257258803436931,
+                1.5640772168523231,
+                0.9974256598053217,
+                1.129307049644929,
+                1.052031616542435,
+                0.7965270829416287,
+                0.9104918487062668,
+                0.9984666452987403,
+                0.9898063223282548,
+                0.9958585433814053,
+                1.0008837456871553,
+                0.8789136023594675,
+                0.8091964732150918,
+                0.9827727342487288,
+                0.6596688427296609,
+                0.858146791992489,
+                1.050181614737104,
+                1.5175473203808312,
+                0.8994410282874392,
+                1.317453200121319,
+                0.9530138431587623,
+                0.994027422565394,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.9667438830883966,
+                0.9280632223285767
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 87310,
+    "cert_evals": {
+        "36": 0.11764706671237946,
+        "72": 0.06722689419984818,
+        "108": 0.03361344709992409,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/flags/fold_1/result.json b/UCI_N6/ldlt/runs/flags/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c7238834d709bda694d226a83b1efda050da4744
--- /dev/null
+++ b/UCI_N6/ldlt/runs/flags/fold_1/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.5862068965517241,
+    "test_acc": 0.4700854700854701,
+    "train_size": 48,
+    "val_size": 29,
+    "test_size": 117,
+    "stats": {
+        "mean": [
+            [
+                0.19499710416666668,
+                -0.0022983958333333797,
+                -0.02790886250000002,
+                0.11650907499999995,
+                -0.06750504166666671,
+                -0.11583450000000012,
+                -0.10268268750000005,
+                0.02775170833333333,
+                0.26183579166666643,
+                -0.02146237499999999,
+                -0.14527287500000005,
+                0.27001018749999983,
+                -0.10226858333333351,
+                0.10011306249999985,
+                -0.3313875208333335,
+                -0.17088533333333333,
+                -0.18737783333333316,
+                -0.06353299999999996,
+                0.03913295833333332,
+                -0.008377395833333351,
+                -0.026332812499999955,
+                -0.15468943749999978,
+                0.07922083333333325,
+                0.13755950000000008,
+                -0.03367612499999993,
+                0.07865360416666665,
+                0.0827322729166666,
+                -0.1398202291666666
+            ]
+        ],
+        "std": [
+            [
+                1.0149211380035321,
+                1.0106590573641523,
+                0.800987362794606,
+                1.5710238762349773,
+                0.9911412389198323,
+                0.8417359860573123,
+                0.7550650019137193,
+                0.8454707572998891,
+                0.7463117905961775,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9774069853377493,
+                1.0506189728199082,
+                1.04374696833814,
+                0.41816393735262497,
+                0.8196612593038392,
+                0.596847083543995,
+                0.8581467919924893,
+                1.050181614737104,
+                0.8097533539243018,
+                0.6013621428718394,
+                0.6159775664971462,
+                1.073924939147738,
+                1.064042786035294,
+                0.9713883617826264,
+                1.1076121378365742,
+                1.021768139613268,
+                0.8455337132759265
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 87310,
+    "cert_evals": {
+        "36": 0.29914531111717224,
+        "72": 0.23076924681663513,
+        "108": 0.18803419172763824,
+        "255": 0.05982906371355057
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/flags/fold_2/result.json b/UCI_N6/ldlt/runs/flags/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b62a71238d3a1a2c64b5a567531a8f75fc64ac55
--- /dev/null
+++ b/UCI_N6/ldlt/runs/flags/fold_2/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.38461538461538464,
+    "test_acc": 0.38333333333333336,
+    "train_size": 48,
+    "val_size": 26,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                0.0340199583333333,
+                0.10917162499999984,
+                -0.07162090208333334,
+                0.06506778333333332,
+                -0.10921322916666676,
+                0.12493452083333324,
+                0.013654270833333296,
+                0.15594170833333318,
+                -0.04355245833333338,
+                -0.021462374999999978,
+                0.104134875,
+                0.02017656249999995,
+                0.1385066249999999,
+                0.053200124999999876,
+                0.09558083333333343,
+                0.3076187916666668,
+                0.17253487500000028,
+                0.15269966666666668,
+                0.1823765416666667,
+                0.13501729166666662,
+                0.262743825,
+                -0.06483987499999996,
+                0.19928929166666667,
+                -0.1015663333333332,
+                -0.03367612499999994,
+                0.07865360416666677,
+                0.23660444999999997,
+                0.06843458333333337
+            ]
+        ],
+        "std": [
+            [
+                1.0728446319744602,
+                1.004997765945125,
+                0.6738313483909325,
+                1.1276322526496132,
+                0.9889360364810051,
+                1.0737570402474663,
+                1.2301542970075396,
+                1.0335005003320021,
+                1.0268293591046207,
+                0.9958585433814053,
+                0.9898063223282548,
+                0.9984666452987404,
+                0.9021844164633743,
+                1.0235194592787966,
+                1.0911203018947113,
+                1.043398618770709,
+                1.428359917728367,
+                1.0537876663148145,
+                1.2133500974257005,
+                0.931759019467099,
+                1.699034990837401,
+                0.8618067283867119,
+                1.170282570673264,
+                0.9322841280124254,
+                0.9713883617826267,
+                1.1076121378365744,
+                1.009283746545842,
+                1.0092164745858712
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 87310,
+    "cert_evals": {
+        "36": 0.24166667461395264,
+        "72": 0.15000000596046448,
+        "108": 0.0833333358168602,
+        "255": 0.03333333507180214
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/flags/fold_3/result.json b/UCI_N6/ldlt/runs/flags/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f08921747391910b0d4d59099ad2c92a5216d171
--- /dev/null
+++ b/UCI_N6/ldlt/runs/flags/fold_3/result.json
@@ -0,0 +1,86 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.25806451612903225,
+    "test_acc": 0.16521739130434782,
+    "train_size": 48,
+    "val_size": 31,
+    "test_size": 115,
+    "stats": {
+        "mean": [
+            [
+                0.060849604166666675,
+                -0.11376839583333333,
+                -0.09783850416666667,
+                -0.09356036875000003,
+                0.22445235416666667,
+                0.024614104166666605,
+                0.0762974583333333,
+                0.09184660416666661,
+                -0.14534854166666666,
+                -0.021462374999999978,
+                0.18727079166666663,
+                0.061815500000000016,
+                0.042196541666666705,
+                0.10011306249999992,
+                -0.08740560416666669,
+                0.0008853750000000308,
+                -0.1423887916666665,
+                -0.06353283333333333,
+                -0.10411062500000007,
+                -0.056175625000000166,
+                0.25800489583333336,
+                -0.15468943749999986,
+                0.07922083333333328,
+                -0.10156633333333316,
+                -0.08552499999999985,
+                0.0031150833333333725,
+                -0.1421576375,
+                0.0684342083333334
+            ]
+        ],
+        "std": [
+            [
+                1.0293582077836319,
+                0.9794406225141076,
+                0.6268224867254953,
+                0.3684227553507345,
+                1.025591356541465,
+                1.1118837703058688,
+                1.0365020313045694,
+                1.0275207215403601,
+                1.0856923338143685,
+                0.9958585433814053,
+                0.9757408637342995,
+                0.9993344999999996,
+                0.9714914160365958,
+                1.0437469683381402,
+                0.8943692877865511,
+                1.023515389848972,
+                0.6596688427296608,
+                1.0084428269148291,
+                0.8321700190516114,
+                0.7587733649056444,
+                1.7047553305488228,
+                0.615977566497146,
+                1.073924939147738,
+                0.9322841280124254,
+                0.9275008724551151,
+                1.0021317232904448,
+                0.8580294890796403,
+                1.071739861024061
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 28,
+    "out_features": 8,
+    "depth": 6,
+    "padding": 56,
+    "parameters": 87310,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/glass/fold_0/result.json b/UCI_N6/ldlt/runs/glass/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..01e1f98440b82638de6bd32234f29fb3fe19203a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/glass/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.5135135135135135,
+    "test_acc": 0.4435483870967742,
+    "train_size": 53,
+    "val_size": 37,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                0.012939788679245282,
+                0.04699466943396226,
+                0.04250909433962263,
+                -0.01625201207547179,
+                -0.03750319433962267,
+                -0.18787082075471698,
+                0.06524139433962263,
+                -0.040507150943396124,
+                -0.2307195471698114
+            ]
+        ],
+        "std": [
+            [
+                0.801738486196533,
+                0.8467082620054888,
+                0.9820084649167357,
+                0.9338214241369891,
+                0.8598618475288062,
+                0.3955791139166082,
+                0.8724031270593463,
+                0.8657099216828293,
+                0.7013424696367202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.008064515888690948,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/glass/fold_1/result.json b/UCI_N6/ldlt/runs/glass/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9f65c1eaa38bf5604e45dc197fd5dae02e4f2b27
--- /dev/null
+++ b/UCI_N6/ldlt/runs/glass/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 71,
+    "best_val_acc": 0.4666666666666667,
+    "test_acc": 0.37404580152671757,
+    "train_size": 53,
+    "val_size": 30,
+    "test_size": 131,
+    "stats": {
+        "mean": [
+            [
+                -0.06851211245283018,
+                -0.15009423962264148,
+                0.02275701132075471,
+                -0.11148559811320762,
+                0.16614626415094338,
+                0.138459841509434,
+                -0.08099267547169811,
+                0.036904622641509635,
+                -0.12809118867924535
+            ]
+        ],
+        "std": [
+            [
+                0.8515731555985958,
+                0.9581970001358434,
+                0.9640671504859841,
+                0.9248622429706228,
+                0.9755758770264732,
+                1.357781655818288,
+                0.8022445220282372,
+                1.1525134057528226,
+                0.8492428385949199
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.15267175436019897,
+        "72": 0.1221374049782753,
+        "108": 0.10687022656202316,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/glass/fold_2/result.json b/UCI_N6/ldlt/runs/glass/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0ea063c4319522eb467268f5c0370b6da50c4e52
--- /dev/null
+++ b/UCI_N6/ldlt/runs/glass/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.4230769230769231,
+    "test_acc": 0.3925925925925926,
+    "train_size": 53,
+    "val_size": 26,
+    "test_size": 135,
+    "stats": {
+        "mean": [
+            [
+                0.17342035830188673,
+                0.10083030188679246,
+                -0.0808434981132076,
+                -0.019653658490565933,
+                -0.19072764905660378,
+                0.02794728113207545,
+                0.12344338867924527,
+                -0.06403424528301871,
+                0.22045922641509424
+            ]
+        ],
+        "std": [
+            [
+                1.2137577085998512,
+                0.8431029761509528,
+                1.0333305367739407,
+                1.0160914345283907,
+                1.0137208401349003,
+                1.2887142840709145,
+                1.1306321303495666,
+                0.9397607053756946,
+                1.2490718777482173
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.04444444179534912,
+        "72": 0.014814814552664757,
+        "108": 0.007407407276332378,
+        "255": 0.007407407276332378
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/glass/fold_3/result.json b/UCI_N6/ldlt/runs/glass/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..adb983af8de2ea2f9722efe63f3079eb54e17ba6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/glass/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.45112781954887216,
+    "train_size": 53,
+    "val_size": 28,
+    "test_size": 133,
+    "stats": {
+        "mean": [
+            [
+                -0.09789963037735849,
+                -0.25360606113207534,
+                -0.0009194132075472026,
+                0.04837090226415086,
+                0.10451545471698113,
+                0.3782897773584904,
+                -0.08351155283018871,
+                -0.02570778301886777,
+                0.11976666037735839
+            ]
+        ],
+        "std": [
+            [
+                0.9830235331660265,
+                0.9613168258565478,
+                1.0022618468949342,
+                0.9817559883419383,
+                1.0203488325490284,
+                1.7842263867081236,
+                1.0422858738909424,
+                0.9054813684433138,
+                1.1073266176346976
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5804,
+    "cert_evals": {
+        "36": 0.17293234169483185,
+        "72": 0.09022556245326996,
+        "108": 0.030075188726186752,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/haberman-survival/fold_0/result.json b/UCI_N6/ldlt/runs/haberman-survival/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e60570e2203a588c886570360de001f6772a44d2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/haberman-survival/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.782608695652174,
+    "test_acc": 0.75,
+    "train_size": 76,
+    "val_size": 46,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                0.056303715789473636,
+                0.11814425789473684,
+                0.07505885618421046
+            ]
+        ],
+        "std": [
+            [
+                1.071529133459213,
+                0.9640121301272397,
+                1.1153002449883138
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5480,
+    "cert_evals": {
+        "36": 0.05434782803058624,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/haberman-survival/fold_1/result.json b/UCI_N6/ldlt/runs/haberman-survival/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..43e6317686f77893f98187b2a91d086a23654844
--- /dev/null
+++ b/UCI_N6/ldlt/runs/haberman-survival/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.8604651162790697,
+    "test_acc": 0.7058823529411765,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.10623882105263147,
+                0.09384808421052634,
+                0.007344408815789407
+            ]
+        ],
+        "std": [
+            [
+                1.0605035134671559,
+                1.0869710980458733,
+                1.1078408305262222
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5480,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/haberman-survival/fold_2/result.json b/UCI_N6/ldlt/runs/haberman-survival/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a304c240d58fe7c456d9934c20ab8b61bddafc91
--- /dev/null
+++ b/UCI_N6/ldlt/runs/haberman-survival/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 53,
+    "best_val_acc": 0.8679245283018868,
+    "test_acc": 0.7062146892655368,
+    "train_size": 76,
+    "val_size": 53,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.06604734605263156,
+                -0.015483576315789458,
+                0.01100456263157891
+            ]
+        ],
+        "std": [
+            [
+                1.0531764871263751,
+                0.9959949318361989,
+                0.8640777726923776
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5480,
+    "cert_evals": {
+        "36": 0.41807910799980164,
+        "72": 0.05649717524647713,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/haberman-survival/fold_3/result.json b/UCI_N6/ldlt/runs/haberman-survival/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c693daf985bd06741eaffef50752ffa84ede66f7
--- /dev/null
+++ b/UCI_N6/ldlt/runs/haberman-survival/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.7837837837837838,
+    "test_acc": 0.7253886010362695,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 193,
+    "stats": {
+        "mean": [
+            [
+                -0.03016957763157897,
+                -0.13291423947368405,
+                0.01283475092105254
+            ]
+        ],
+        "std": [
+            [
+                1.0380766725977404,
+                1.0963438485094303,
+                1.0823191968380823
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5480,
+    "cert_evals": {
+        "36": 0.10362693667411804,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hayes-roth/fold_0/result.json b/UCI_N6/ldlt/runs/hayes-roth/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b08091ffcb38b68485fa4d59a4a43f8ba7612c64
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hayes-roth/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.5882352941176471,
+    "test_acc": 0.5,
+    "train_size": 28,
+    "val_size": 34,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5513,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hayes-roth/fold_1/result.json b/UCI_N6/ldlt/runs/hayes-roth/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c4b87715bf14fe89913918375b99ac32d0d4a5db
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hayes-roth/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.56,
+    "test_acc": 0.4485981308411215,
+    "train_size": 28,
+    "val_size": 25,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5513,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hayes-roth/fold_2/result.json b/UCI_N6/ldlt/runs/hayes-roth/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc904e1cb503ebeb97410403335453650f4ee53f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hayes-roth/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.5,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5513,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hayes-roth/fold_3/result.json b/UCI_N6/ldlt/runs/hayes-roth/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..613399ffb4deb0674e6417ac9c3a1ad00314040d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hayes-roth/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.6785714285714286,
+    "test_acc": 0.5192307692307693,
+    "train_size": 28,
+    "val_size": 28,
+    "test_size": 104,
+    "stats": {
+        "mean": [
+            [
+                -2.0777030889413645e-15,
+                -2.0142617732484982e-15,
+                -2.0142617732484982e-15
+            ]
+        ],
+        "std": [
+            [
+                0.9711863730167035,
+                0.9711863730167036,
+                0.9711863730167035
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5513,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-cleveland/fold_0/result.json b/UCI_N6/ldlt/runs/heart-cleveland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..19cf3d271738d12c66d30743a591f3d8619ead80
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-cleveland/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.5549132947976878,
+    "train_size": 76,
+    "val_size": 54,
+    "test_size": 173,
+    "stats": {
+        "mean": [
+            [
+                0.025679380263157865,
+                0.06560718421052641,
+                -0.04165710526315796,
+                0.12079876315789474,
+                -0.05836617236842103,
+                0.21103164473684244,
+                0.009953435000000009,
+                -0.04552891578947369,
+                -0.07930921052631572,
+                0.018019449999999958,
+                -0.1633495263157895,
+                0.1490460526315791,
+                0.1173184736842107
+            ]
+        ],
+        "std": [
+            [
+                0.8936682722687875,
+                0.9705101476202265,
+                1.0410809532354568,
+                0.9713482365754217,
+                1.0046131234392313,
+                1.1698900228292355,
+                0.991743905598925,
+                1.063967410026795,
+                0.9653541002995567,
+                0.9670845428420584,
+                0.8530269008877411,
+                1.0419737091060064,
+                0.9887800977718967
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22027,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-cleveland/fold_1/result.json b/UCI_N6/ldlt/runs/heart-cleveland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec579ff4007c46fa7008b0e175726e7b448a4cd9
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-cleveland/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.5813953488372093,
+    "test_acc": 0.5543478260869565,
+    "train_size": 76,
+    "val_size": 43,
+    "test_size": 184,
+    "stats": {
+        "mean": [
+            [
+                -0.2101489736842105,
+                0.09376453947368439,
+                -0.1649965789473685,
+                -0.03545365789473685,
+                -0.1381618,
+                0.02633263157894729,
+                -0.1355152364473684,
+                -0.028272514473684226,
+                0.060729605263158,
+                -0.12137016052631582,
+                0.02882180263157893,
+                -0.062184184210526385,
+                -0.10297684210526317
+            ]
+        ],
+        "std": [
+            [
+                0.9630708106281646,
+                0.9569359106048417,
+                1.0685892850045124,
+                0.9716813782156916,
+                0.8933102337559928,
+                1.0237058396713807,
+                0.987768251139324,
+                1.0505795881681008,
+                1.018728244712418,
+                0.800844776889746,
+                0.9838325491030496,
+                0.9678759361024273,
+                0.9824728943441249
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22027,
+    "cert_evals": {
+        "36": 0.489130437374115,
+        "72": 0.32608696818351746,
+        "108": 0.17391304671764374,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-cleveland/fold_2/result.json b/UCI_N6/ldlt/runs/heart-cleveland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6244f0ce97ec3bd1e114f713fbf19254f5ebef9d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-cleveland/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.6140350877192983,
+    "test_acc": 0.5705882352941176,
+    "train_size": 76,
+    "val_size": 57,
+    "test_size": 170,
+    "stats": {
+        "mean": [
+            [
+                0.009666096052631561,
+                0.12192189473684223,
+                -0.04165730263157901,
+                -0.053396460526315796,
+                0.009485552631578952,
+                -0.08448677631578952,
+                -0.12229084131578946,
+                0.029248118421052637,
+                0.0887373684210527,
+                0.14607715657894724,
+                0.007469368421052609,
+                0.13496389473684212,
+                -0.016193828947368444
+            ]
+        ],
+        "std": [
+            [
+                0.991747257977119,
+                0.9423253440641232,
+                1.054702252215874,
+                1.01578753443219,
+                0.912628998922061,
+                0.9070959475884481,
+                0.9828872816770845,
+                1.0215811465249889,
+                1.026781557739585,
+                1.110916508206595,
+                1.0555936285886078,
+                1.1293737151568792,
+                0.9751655205627294
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22027,
+    "cert_evals": {
+        "36": 0.33529412746429443,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-cleveland/fold_3/result.json b/UCI_N6/ldlt/runs/heart-cleveland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d4ebd01fc11ef229b54f69aeed702f9846529b01
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-cleveland/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.6756756756756757,
+    "test_acc": 0.4789473684210526,
+    "train_size": 76,
+    "val_size": 37,
+    "test_size": 190,
+    "stats": {
+        "mean": [
+            [
+                0.009666401315789493,
+                -0.1314943026315789,
+                -0.027953026315789546,
+                -0.017510736842105287,
+                0.14569758815789477,
+                -0.12142657894736847,
+                0.16864663157894735,
+                0.0298232342105263,
+                0.032721842105263264,
+                -0.0567749657894737,
+                -0.14199722368421067,
+                0.050471736842105284,
+                -0.002842618421052697
+            ]
+        ],
+        "std": [
+            [
+                1.037308935092612,
+                1.039536608942455,
+                1.0731491570199134,
+                0.9857713056853448,
+                1.1678879570276746,
+                0.8615768485992676,
+                0.9924490204448371,
+                1.0295305309669156,
+                1.0098342617684068,
+                1.0125711830157138,
+                0.967005700282042,
+                1.1226814635925688,
+                0.9876978299691207
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 22027,
+    "cert_evals": {
+        "36": 0.010526316240429878,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-hungarian/fold_0/result.json b/UCI_N6/ldlt/runs/heart-hungarian/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e35b4e2497cd1400883f5b7608e5aff4a733ce24
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-hungarian/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.8823529411764706,
+    "test_acc": 0.8609625668449198,
+    "train_size": 73,
+    "val_size": 34,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                0.0800741506849315,
+                0.187091506849315,
+                0.14536817123287665,
+                0.057955123287671204,
+                0.007548964931506878,
+                0.0018470410958903167,
+                -0.026523986301369866,
+                -0.07145227945205493,
+                -0.002936657534246297,
+                0.06359038356164397,
+                0.03073776712328766,
+                -0.08100684931506869
+            ]
+        ],
+        "std": [
+            [
+                0.9987991948716954,
+                0.8797143812899805,
+                1.0138369657816542,
+                1.004282733869356,
+                1.1169105950079397,
+                1.0014602608653556,
+                0.9486883864181348,
+                1.0204510052676476,
+                0.9970306548239305,
+                1.1098417855233023,
+                1.0026671671379417,
+                0.8754503895152498
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5768,
+    "cert_evals": {
+        "36": 0.7112299799919128,
+        "72": 0.4278075098991394,
+        "108": 0.04812834411859512,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-hungarian/fold_1/result.json b/UCI_N6/ldlt/runs/heart-hungarian/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9c37889b10ac9eac7ce3fa9442d00ee15a6ffeb9
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-hungarian/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.7435897435897436,
+    "test_acc": 0.8186813186813187,
+    "train_size": 73,
+    "val_size": 39,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.03390847945205465,
+                0.1564823287671232,
+                -0.05334468493150675,
+                0.17270156164383563,
+                -0.14544580410958913,
+                -0.10677657534246586,
+                0.03300201369863015,
+                0.11938546301369855,
+                0.026828767123288015,
+                0.11635597260273989,
+                0.11918921917808224,
+                -0.025584246575342404
+            ]
+        ],
+        "std": [
+            [
+                1.015281664085163,
+                0.9028410442013451,
+                1.0337121941577725,
+                0.9152783215528201,
+                0.8308188513709485,
+                0.787052874670898,
+                0.9862292931929137,
+                0.8791726610331962,
+                1.0093946605762534,
+                0.9709004823896129,
+                0.9957071278619543,
+                0.9379507836223181
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5768,
+    "cert_evals": {
+        "36": 0.7582417726516724,
+        "72": 0.5549450516700745,
+        "108": 0.26923078298568726,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-hungarian/fold_2/result.json b/UCI_N6/ldlt/runs/heart-hungarian/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..24c94ec61ead15941a604d76ff3dc21b0f5c85a5
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-hungarian/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8571428571428571,
+    "test_acc": 0.8324022346368715,
+    "train_size": 73,
+    "val_size": 42,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                0.14495649315068504,
+                0.003436438356164301,
+                -0.06753834246575333,
+                0.2389838082191781,
+                0.03065915232876712,
+                -0.16108838356164396,
+                0.03300202739726026,
+                0.07263872739726036,
+                0.02682876712328804,
+                -0.04947819178082209,
+                0.0012539315068493056,
+                -0.05725431506849332
+            ]
+        ],
+        "std": [
+            [
+                0.9448396245451279,
+                0.9965626371881349,
+                0.9510883979986018,
+                0.9219475695799935,
+                0.863125052835077,
+                0.6471998892994516,
+                1.0497525444673081,
+                0.9275566360232819,
+                1.0093946605762534,
+                0.8385071156366399,
+                0.992646777404723,
+                0.8922594920555511
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5768,
+    "cert_evals": {
+        "36": 0.7541899085044861,
+        "72": 0.6033519506454468,
+        "108": 0.3910614550113678,
+        "255": 0.016759775578975677
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-hungarian/fold_3/result.json b/UCI_N6/ldlt/runs/heart-hungarian/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..68d6f0933e679e1e33735e798717ada7fe685810
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-hungarian/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8636363636363636,
+    "test_acc": 0.807909604519774,
+    "train_size": 73,
+    "val_size": 44,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                0.03448108219178094,
+                0.03404561643835607,
+                0.2021428561643836,
+                -0.012603835616438326,
+                0.012083080821917778,
+                0.0018470410958903595,
+                0.03300201369863012,
+                -0.05440366712328782,
+                0.14589046575342487,
+                0.0786663835616438,
+                0.13393120547945203,
+                -0.05725438356164386
+            ]
+        ],
+        "std": [
+            [
+                0.9357023656034743,
+                0.98044976884177,
+                0.9447129008604433,
+                0.8618425109620811,
+                1.2011825380327528,
+                1.0014602608653553,
+                0.986229293192914,
+                0.847254895689431,
+                1.0489937022040874,
+                1.0096312619774381,
+                1.0380236400472438,
+                0.844840730482065
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5768,
+    "cert_evals": {
+        "36": 0.1807909607887268,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-switzerland/fold_0/result.json b/UCI_N6/ldlt/runs/heart-switzerland/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..79cdce13ad3dd576f59b56b25cbbed622146b863
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-switzerland/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.2222222222222222,
+    "test_acc": 0.13513513513513514,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                -0.03867648709677418,
+                0.061165483870967645,
+                -0.031605645161290254,
+                -0.04727649354838697,
+                0.12035961290322578,
+                0.10471612903225812,
+                0.10948048064516128,
+                0.21947058064516128,
+                0.24267312903225804,
+                0.146339935483871,
+                0.09546838709677423,
+                -0.14905170967741943
+            ]
+        ],
+        "std": [
+            [
+                1.1959209887023292,
+                0.8952513255013157,
+                1.0680537841920705,
+                1.1526431663263934,
+                1.2389629579337629,
+                1.0370364433639812,
+                0.8482163286791152,
+                0.998704338537551,
+                0.823971907762666,
+                0.9616527651367163,
+                1.172612838656165,
+                1.0452475193168111
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-switzerland/fold_1/result.json b/UCI_N6/ldlt/runs/heart-switzerland/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..280438d38e0ff996909e5e2fd7e99595f1ce3f90
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-switzerland/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.2777777777777778,
+    "test_acc": 0.2702702702702703,
+    "train_size": 31,
+    "val_size": 18,
+    "test_size": 74,
+    "stats": {
+        "mean": [
+            [
+                0.38275906451612907,
+                -0.056386774193548456,
+                0.015231451612903284,
+                0.016496377419354898,
+                0.2830434193548386,
+                -0.059711161290322494,
+                0.04518695483870968,
+                -0.039474967741935506,
+                0.10301854838709676,
+                -0.043132193548387085,
+                0.0954683870967742,
+                -0.026422451612903276
+            ]
+        ],
+        "std": [
+            [
+                0.8537728993403316,
+                1.0773842413872565,
+                0.9891428503533505,
+                0.8244718913923468,
+                1.4910217148161218,
+                1.0016724276385454,
+                0.8092921347980535,
+                0.9902763031378431,
+                0.9512021337497041,
+                1.1112826701924636,
+                1.172612838656165,
+                1.014523633801689
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-switzerland/fold_2/result.json b/UCI_N6/ldlt/runs/heart-switzerland/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae1145999c1f8829f6fa22cceee5820c52de650d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-switzerland/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.2916666666666667,
+    "test_acc": 0.27941176470588236,
+    "train_size": 31,
+    "val_size": 24,
+    "test_size": 68,
+    "stats": {
+        "mean": [
+            [
+                0.1363268064516129,
+                0.06116548387096767,
+                -0.07844332258064517,
+                0.28318253870967747,
+                0.12035961290322578,
+                -0.00490193548387092,
+                -0.09028977096774195,
+                -0.16894774193548387,
+                -0.07077383870967743,
+                -0.23260409677419347,
+                -0.0015777419354838426,
+                -0.12861274193548392
+            ]
+        ],
+        "std": [
+            [
+                0.9985620954632528,
+                0.8952513255013155,
+                0.7865317101247931,
+                0.8496477832825274,
+                1.2389629579337627,
+                0.8129502811517081,
+                0.9201252610360474,
+                0.960195792094272,
+                0.7788574621968283,
+                0.922011584077965,
+                1.0630870797904943,
+                0.9101297422084665
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-switzerland/fold_3/result.json b/UCI_N6/ldlt/runs/heart-switzerland/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d96daa8692ca38234054b71502b817d64b47d499
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-switzerland/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.2857142857142857,
+    "test_acc": 0.1282051282051282,
+    "train_size": 31,
+    "val_size": 14,
+    "test_size": 78,
+    "stats": {
+        "mean": [
+            [
+                0.06132570967741941,
+                -0.05638677419354848,
+                -0.03160587096774191,
+                -0.08206108387096776,
+                0.1203596129032258,
+                0.21433419354838715,
+                0.08651870322580645,
+                0.08999780645161289,
+                0.000605741935483859,
+                -0.11892112903225804,
+                0.19251451612903228,
+                -0.09795603225806457
+            ]
+        ],
+        "std": [
+            [
+                1.1796944897022907,
+                1.0773842413872565,
+                1.002361426374151,
+                1.2266934302261872,
+                1.2389629579337627,
+                1.2107719727384119,
+                1.1761632862640778,
+                1.0028917964777728,
+                0.9746182884484196,
+                1.026652327670446,
+                1.4781625990241394,
+                1.0351077769123456
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-va/fold_0/result.json b/UCI_N6/ldlt/runs/heart-va/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6acc4e1b80253ca7121a3d8092c96d239e77e7be
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-va/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.2972972972972973,
+    "test_acc": 0.18584070796460178,
+    "train_size": 50,
+    "val_size": 37,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                0.12417273199999997,
+                0.05847433999999993,
+                0.11939195999999985,
+                0.13652684859999997,
+                0.169332294,
+                -0.08422980000000006,
+                -0.051211000000000055,
+                -0.025999581999999997,
+                -0.10986361999999993,
+                0.02611757999999999,
+                0.18437666399999986,
+                -0.16063424000000026
+            ]
+        ],
+        "std": [
+            [
+                1.0375983940843654,
+                0.8186406200000009,
+                0.906257232351079,
+                0.9850972422932538,
+                0.9999215189422874,
+                0.964959379692824,
+                0.9368765586228528,
+                0.926118336928491,
+                0.985877688928741,
+                0.8984566513475283,
+                1.109014128975748,
+                0.8047660315047241
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-va/fold_1/result.json b/UCI_N6/ldlt/runs/heart-va/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7f2837af327347302ca68fcde5dfbd2c30d3506
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-va/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.26666666666666666,
+    "test_acc": 0.26666666666666666,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.10881117199999998,
+                0.17542300000000016,
+                0.21993213999999972,
+                -0.08821109999999997,
+                0.13781262600000002,
+                0.08422731999999994,
+                0.00731520000000001,
+                -0.12721317799999998,
+                -0.30961252,
+                -0.25667714,
+                -0.17580066800000008,
+                -0.02059391999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9929893928858932,
+                1.0,
+                0.8501447398821216,
+                1.0656963957883359,
+                1.0325714366151477,
+                1.022085030499879,
+                0.9621289169237981,
+                1.0393960665815958,
+                0.9317809815586118,
+                0.8468928172805285,
+                0.9604725295714901,
+                0.9867682179778366
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-va/fold_2/result.json b/UCI_N6/ldlt/runs/heart-va/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0b5213efc28dbfb29972139aa9c1b2766bcae36d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-va/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.25925925925925924,
+    "test_acc": 0.24390243902439024,
+    "train_size": 50,
+    "val_size": 27,
+    "test_size": 123,
+    "stats": {
+        "mean": [
+            [
+                0.15233571999999998,
+                0.05847433999999995,
+                0.11939203999999982,
+                -0.012556939999999935,
+                0.15528536399999998,
+                -0.042115520000000004,
+                0.06584127999999993,
+                0.009825086000000021,
+                0.16978484000000008,
+                0.05313653999999998,
+                0.04716622799999987,
+                0.15239717999999963
+            ]
+        ],
+        "std": [
+            [
+                0.9466778160837978,
+                0.8186406200000006,
+                0.794839780092792,
+                1.0183639969617624,
+                0.9927764037429706,
+                0.982265363064182,
+                1.1062072213290066,
+                0.982147212242076,
+                0.9915274640582656,
+                1.040558924765334,
+                1.0326448287754921,
+                1.138945356222443
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.008130080997943878,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/heart-va/fold_3/result.json b/UCI_N6/ldlt/runs/heart-va/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c183efc6d017172096c26cbb0c9f4c5a36147800
--- /dev/null
+++ b/UCI_N6/ldlt/runs/heart-va/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.23333333333333334,
+    "test_acc": 0.225,
+    "train_size": 50,
+    "val_size": 30,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                -0.07040700000000005,
+                0.17542300000000016,
+                0.14452675999999975,
+                0.06532269999999997,
+                -0.19794047999999992,
+                -0.08422980000000009,
+                -0.16826343999999985,
+                0.010868634000000012,
+                0.009985720000000033,
+                -0.009907080000000006,
+                -0.10719553600000013,
+                -0.08649541999999996
+            ]
+        ],
+        "std": [
+            [
+                1.2049567103246417,
+                1.0,
+                0.9024156133740057,
+                0.9721589400778301,
+                0.9497444006039201,
+                0.964959379692824,
+                0.920277085388703,
+                0.9840113193010918,
+                0.9979451845458254,
+                1.0793938409678105,
+                0.9369066157621472,
+                0.9024286546800494
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 5,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5867,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hepatitis/fold_0/result.json b/UCI_N6/ldlt/runs/hepatitis/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc89c58ca087c4a8935cd26a9f55b789311cdda0
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hepatitis/fold_0/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.782608695652174,
+    "test_acc": 0.8709677419354839,
+    "train_size": 39,
+    "val_size": 23,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                -0.07305103333333338,
+                -0.25417620512820527,
+                -0.0684997948717948,
+                0.002734846153846289,
+                -0.27956964102564097,
+                0.043173205128205175,
+                -0.08607384615384614,
+                0.058396666666666625,
+                0.06670830769230766,
+                -0.04725699999999998,
+                0.016169358974358995,
+                -0.02457512820512817,
+                0.0025034871794872037,
+                -0.027701887179487183,
+                -0.15169055846153845,
+                -0.0886186358974359,
+                -0.07013070256410256,
+                0.1575872743589744,
+                -0.1341903076923079
+            ]
+        ],
+        "std": [
+            [
+                0.7065121639768482,
+                0.5178280049962226,
+                1.0644445404981495,
+                0.9941527427588283,
+                0.9460715809412041,
+                1.0610130501194135,
+                1.1425568971679159,
+                0.9324615341247179,
+                0.946176852270342,
+                0.9924710852804189,
+                0.9714365294574488,
+                0.9824999787091323,
+                0.9634407063351287,
+                0.8415828453559291,
+                0.8432379274259605,
+                0.6407479822535036,
+                0.9523942193593046,
+                1.0530325526231488,
+                0.9744402928447131
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 22216,
+    "cert_evals": {
+        "36": 0.5268816947937012,
+        "72": 0.05376344174146652,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hepatitis/fold_1/result.json b/UCI_N6/ldlt/runs/hepatitis/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef0987b18e63b2f39d7e7a9de31b2eaf84b47aa6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hepatitis/fold_1/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.8846153846153846,
+    "test_acc": 0.7666666666666667,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.11794246410256407,
+                -0.08617061538461546,
+                0.18073612820512838,
+                0.002734846153846107,
+                -0.01757938461538464,
+                -0.10891841025641022,
+                -0.26475346153846147,
+                -0.16237000000000007,
+                -0.13763476923076928,
+                0.0032585384615384802,
+                -0.12308166666666664,
+                -0.13340641025641017,
+                -0.052936256410256344,
+                -0.1222803846153846,
+                -0.12690142128205126,
+                -0.21492274871794878,
+                -0.0701304769230769,
+                -0.19038912820512827,
+                -0.03147528205128203
+            ]
+        ],
+        "std": [
+            [
+                0.9308482815868492,
+                0.8729826521744097,
+                0.9562346989313699,
+                0.9941527427588275,
+                1.0687148745897885,
+                1.082595260131678,
+                1.2147882026120127,
+                1.1445852172148068,
+                1.1192331270078257,
+                1.0668209925491146,
+                1.0726249795408656,
+                1.1491882555748711,
+                1.1143257286511818,
+                0.9024022721027672,
+                0.9826150523838478,
+                0.6405176575741821,
+                1.0834147839386958,
+                1.0210323203399736,
+                0.9932070287924958
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 22216,
+    "cert_evals": {
+        "36": 0.07777778059244156,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hepatitis/fold_2/result.json b/UCI_N6/ldlt/runs/hepatitis/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0c4820fcf9c2b0f27431ca7b252d0a50b6809186
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hepatitis/fold_2/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.7244897959183674,
+    "train_size": 39,
+    "val_size": 18,
+    "test_size": 98,
+    "stats": {
+        "mean": [
+            [
+                0.25751469999999993,
+                -0.0021678205128206176,
+                -0.16819412820512808,
+                -0.13856787179487162,
+                -0.22717153846153848,
+                -0.05822148717948713,
+                -0.026513846153846145,
+                -0.07406333333333337,
+                0.025839692307692258,
+                -0.04725692307692307,
+                0.016169487179487147,
+                -0.13340641025641015,
+                -0.052936256410256344,
+                -0.040312646153846145,
+                0.10239844307692307,
+                0.13277096923076923,
+                0.021281615384615406,
+                -0.028776703589743616,
+                0.019882230769230784
+            ]
+        ],
+        "std": [
+            [
+                1.005461160498127,
+                0.9939344729297802,
+                0.9562346989313698,
+                1.1126187137474748,
+                0.8609878396947588,
+                0.9804372857666263,
+                0.9786685591250096,
+                0.9813568775708227,
+                0.946176852270342,
+                1.0881358642498125,
+                1.054392008519234,
+                1.1491882555748716,
+                1.1143257286511812,
+                0.6571748166650522,
+                0.9244222305036086,
+                1.0717140331590138,
+                0.8996151755406562,
+                0.9261613145039079,
+                0.998504170514703
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 22216,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hepatitis/fold_3/result.json b/UCI_N6/ldlt/runs/hepatitis/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c051b65d672600766bc6603f6042e0c7031cc740
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hepatitis/fold_3/result.json
@@ -0,0 +1,68 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.8846153846153846,
+    "test_acc": 0.8444444444444444,
+    "train_size": 39,
+    "val_size": 26,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                -0.07509134615384613,
+                -0.17017341025641036,
+                0.13088894871794884,
+                0.1440375641025641,
+                -0.12237543589743595,
+                -0.05822148717948713,
+                0.1521657692307693,
+                0.1467033333333333,
+                0.10757692307692303,
+                0.003258384615384635,
+                0.06258628205128201,
+                -0.13340641025641015,
+                0.057943230769230816,
+                0.03955354102564104,
+                0.16271944128205126,
+                0.026228858974358962,
+                0.12825329743589742,
+                -0.037512437692307686,
+                0.2253122820512821
+            ]
+        ],
+        "std": [
+            [
+                0.9881800818586763,
+                0.7226193648278391,
+                0.9639985722278488,
+                0.835958152953438,
+                0.9195820679374928,
+                0.9804372857666264,
+                0.8380816839591891,
+                0.797209189164857,
+                0.8727148090274184,
+                0.8602473119915564,
+                0.8683835140087598,
+                0.9266649753751967,
+                0.7801070627641344,
+                0.8750146780135224,
+                1.0473279879316608,
+                0.8897406999004371,
+                0.8705306469748111,
+                0.8788094464260305,
+                0.9932070287924956
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 19,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 38,
+    "parameters": 22216,
+    "cert_evals": {
+        "36": 0.6888889074325562,
+        "72": 0.5555555820465088,
+        "108": 0.36666667461395264,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hill-valley/fold_0/result.json b/UCI_N6/ldlt/runs/hill-valley/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..faee36c4e7009765ad18fe0b1b6d45dfb801fc37
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hill-valley/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.6111111111111112,
+    "test_acc": 0.48125,
+    "train_size": 606,
+    "val_size": 126,
+    "test_size": 480,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 778760,
+    "cert_evals": {
+        "36": 0.0937500074505806,
+        "72": 0.0520833358168602,
+        "108": 0.03125,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hill-valley/fold_1/result.json b/UCI_N6/ldlt/runs/hill-valley/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1406f19ec2629dcc1f51225e0029c12a2b5f7e9f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hill-valley/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.5619834710743802,
+    "test_acc": 0.5443298969072164,
+    "train_size": 606,
+    "val_size": 121,
+    "test_size": 485,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 778760,
+    "cert_evals": {
+        "36": 0.06185567378997803,
+        "72": 0.008247422985732555,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hill-valley/fold_2/result.json b/UCI_N6/ldlt/runs/hill-valley/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d27db358a36a31af0301f5062f2a5e52cc1e1b88
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hill-valley/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.6083333333333333,
+    "test_acc": 0.5637860082304527,
+    "train_size": 606,
+    "val_size": 120,
+    "test_size": 486,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 778760,
+    "cert_evals": {
+        "36": 0.11522633582353592,
+        "72": 0.08024691045284271,
+        "108": 0.02880658395588398,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/hill-valley/fold_3/result.json b/UCI_N6/ldlt/runs/hill-valley/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..efc95f38e7944c08767ab1731953bc774085c9b8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/hill-valley/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 67,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.5711382113821138,
+    "train_size": 606,
+    "val_size": 114,
+    "test_size": 492,
+    "stats": {
+        "mean": [
+            [
+                -1.948844459480215e-17,
+                -2.5637266420541724e-17,
+                1.2457948131107367e-17,
+                1.9391116875027874e-17,
+                -2.980518289087544e-17,
+                -2.2969341866729208e-17,
+                7.036221623681505e-18,
+                4.146160862384171e-17,
+                -4.096351970499688e-18,
+                9.532391377892357e-19,
+                1.2762526642400985e-16,
+                6.309698821366465e-17,
+                -9.017699495086035e-17,
+                4.1186800944479046e-17,
+                3.661239811508806e-17,
+                6.973244863827561e-18,
+                -3.7865850329681034e-17,
+                3.669827551488889e-18,
+                -2.6341461098908545e-17,
+                1.0127235500512785e-16,
+                3.784473880223e-17,
+                2.1297595150606345e-17,
+                -4.580127989377708e-19,
+                3.18891411260423e-17,
+                -1.0585820815449228e-17,
+                -7.048816975652293e-17,
+                -8.823616571536156e-17,
+                1.865257123674072e-17,
+                -5.615236914977071e-17,
+                1.1031524520415547e-16,
+                2.3600540755265324e-17,
+                -8.852242371469766e-17,
+                5.783556618586702e-17,
+                -3.1912041765989185e-17,
+                -4.751882788979372e-19,
+                6.6869868644914544e-18,
+                5.2737311217690955e-17,
+                6.242714449521817e-17,
+                9.860156787132197e-18,
+                -8.186978781012654e-17,
+                1.2269017851545536e-17,
+                5.862563826403467e-18,
+                -4.1037946784824266e-17,
+                1.648846076175975e-18,
+                1.992355675379303e-17,
+                -1.343351539284482e-16,
+                -2.5190703941577397e-18,
+                -3.162578376665308e-17,
+                -6.822100640178097e-17,
+                2.2213620748481885e-18,
+                -4.009902054700184e-17,
+                -2.0221265073102584e-17,
+                4.0786039745408495e-17,
+                -5.3014981477046974e-18,
+                -8.636403839970342e-17,
+                1.3323592321099754e-16,
+                -3.031686906468873e-17,
+                2.4629638262878628e-17,
+                -7.900720781676547e-19,
+                -2.1808565679421295e-17,
+                -2.3667811385109308e-17,
+                -3.421355608065148e-17,
+                -3.93662000687014e-17,
+                -1.3477026608743907e-17,
+                5.461086982334577e-17,
+                4.520586325515798e-17,
+                3.3308980802749385e-17,
+                -2.4513703773147504e-17,
+                7.315036915034873e-17,
+                -4.9035995286275094e-17,
+                -9.27475917848986e-18,
+                1.3957940047628566e-17,
+                8.647532119694533e-17,
+                8.232780060906432e-18,
+                -1.8377763557378056e-18,
+                3.1476929606998304e-17,
+                5.3192461436635365e-17,
+                -3.9789861907718845e-18,
+                1.712967868027263e-17,
+                -1.1502705187322778e-16,
+                3.993299090738689e-17,
+                -8.666460929900633e-17,
+                5.111995352144195e-17,
+                4.9780266084548967e-17,
+                5.461802627332917e-17,
+                6.062944425938742e-17,
+                -9.681245537547131e-18,
+                3.755704951289721e-18,
+                4.145015830386826e-17,
+                6.518380902882487e-17,
+                -4.1083748064718045e-17,
+                -3.692155675437105e-17,
+                9.606818457719744e-18,
+                -1.3339622769062576e-18,
+                -5.272872347771087e-18,
+                7.472765072669068e-17,
+                5.4952948132552416e-17,
+                -1.1065589222336543e-16,
+                6.657287597060333e-18,
+                -4.7032189290922345e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9991740198480986,
+                0.999174018921411,
+                0.9991740270954932,
+                0.9991740228113029,
+                0.9991740158723277,
+                0.9991740243561008,
+                0.9991740252725309,
+                0.999174022151669,
+                0.9991740235072105,
+                0.9991740165590162,
+                0.9991740265611315,
+                0.9991740307025938,
+                0.9991740258785623,
+                0.9991740332613678,
+                0.9991740406234768,
+                0.9991740233656764,
+                0.99917402208918,
+                0.9991740282488505,
+                0.9991740156767379,
+                0.9991740258273182,
+                0.9991740265687704,
+                0.9991740257984052,
+                0.9991740313679454,
+                0.9991740235402499,
+                0.9991740301415374,
+                0.999174025174945,
+                0.9991740248772705,
+                0.9991740131152005,
+                0.9991740154072135,
+                0.999174010790505,
+                0.9991740145205046,
+                0.9991740094880226,
+                0.999174013734848,
+                0.9991740112483611,
+                0.999174012892406,
+                0.9991740196421095,
+                0.9991740163331171,
+                0.9991740185362487,
+                0.999174022570399,
+                0.9991740213173976,
+                0.9991740202239284,
+                0.9991740238427211,
+                0.9991740163680863,
+                0.999174017062169,
+                0.9991740125363977,
+                0.9991740134381419,
+                0.9991740191519729,
+                0.9991740283370354,
+                0.9991740155322458,
+                0.9991740139261396,
+                0.9991740184139896,
+                0.999174019859705,
+                0.9991740278504871,
+                0.9991740398149004,
+                0.999174023614369,
+                0.9991740280305289,
+                0.9991740362925333,
+                0.9991740390736555,
+                0.9991740447608781,
+                0.9991740366854855,
+                0.9991740362046343,
+                0.9991740405864491,
+                0.9991740375979712,
+                0.9991740333245271,
+                0.9991740409940638,
+                0.9991740310134122,
+                0.9991740304658957,
+                0.999174033728742,
+                0.999174036884333,
+                0.9991740224573864,
+                0.9991740220790023,
+                0.9991740325877202,
+                0.9991740370120651,
+                0.9991740334250748,
+                0.9991740430984879,
+                0.9991740318332668,
+                0.9991740344761934,
+                0.999174042827945,
+                0.9991740330505716,
+                0.9991740252745448,
+                0.9991740274917971,
+                0.9991740305192677,
+                0.9991740228891964,
+                0.9991740211061582,
+                0.9991740277499128,
+                0.9991740236142126,
+                0.9991740237191634,
+                0.999174021976502,
+                0.9991740197184515,
+                0.9991740112462193,
+                0.9991740199131119,
+                0.999174015985377,
+                0.9991740108661882,
+                0.9991740240105333,
+                0.9991740207849835,
+                0.9991740206058937,
+                0.9991740208986494,
+                0.9991740167020124,
+                0.9991740260065186,
+                0.9991740164246233
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 778760,
+    "cert_evals": {
+        "36": 0.15243901312351227,
+        "72": 0.07113821059465408,
+        "108": 0.030487803742289543,
+        "255": 0.0020325202494859695
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/horse-colic/fold_0/result.json b/UCI_N6/ldlt/runs/horse-colic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..367253b817e2c521f55e885f956ab28e375d0d5b
--- /dev/null
+++ b/UCI_N6/ldlt/runs/horse-colic/fold_0/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.9393939393939394,
+    "test_acc": 0.8076923076923077,
+    "train_size": 68,
+    "val_size": 66,
+    "test_size": 234,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 86152,
+    "cert_evals": {
+        "36": 0.752136766910553,
+        "72": 0.6581196784973145,
+        "108": 0.576923131942749,
+        "255": 0.15811966359615326
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/horse-colic/fold_1/result.json b/UCI_N6/ldlt/runs/horse-colic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..686f6125f2284cff7f43b582e0b8599a23656a24
--- /dev/null
+++ b/UCI_N6/ldlt/runs/horse-colic/fold_1/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.8026315789473685,
+    "train_size": 68,
+    "val_size": 72,
+    "test_size": 228,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 86152,
+    "cert_evals": {
+        "36": 0.6710526347160339,
+        "72": 0.5131579041481018,
+        "108": 0.320175439119339,
+        "255": 0.004385964944958687
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/horse-colic/fold_2/result.json b/UCI_N6/ldlt/runs/horse-colic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..420a5f379cb50333c5dd7746f58ce3ea72502f18
--- /dev/null
+++ b/UCI_N6/ldlt/runs/horse-colic/fold_2/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.8143459915611815,
+    "train_size": 68,
+    "val_size": 63,
+    "test_size": 237,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 86152,
+    "cert_evals": {
+        "36": 0.7510548233985901,
+        "72": 0.6877636909484863,
+        "108": 0.6033754944801331,
+        "255": 0.05063290894031525
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/horse-colic/fold_3/result.json b/UCI_N6/ldlt/runs/horse-colic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..80fe1eb0b2aca3209b28861a10601d5bb9a6f3fd
--- /dev/null
+++ b/UCI_N6/ldlt/runs/horse-colic/fold_3/result.json
@@ -0,0 +1,80 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.86,
+    "test_acc": 0.756,
+    "train_size": 68,
+    "val_size": 50,
+    "test_size": 250,
+    "stats": {
+        "mean": [
+            [
+                -3.918434204559376e-17,
+                1.6081907047879105e-16,
+                -8.898111006186917e-17,
+                4.5715065719859385e-17,
+                1.1428766429964846e-16,
+                -9.240973999085862e-16,
+                -1.457167719820518e-15,
+                -1.240837498110469e-16,
+                -8.996071861300901e-16,
+                -9.469549327685159e-16,
+                2.661269897263243e-16,
+                -3.632715043810255e-16,
+                0.0,
+                4.5715065719859385e-17,
+                -2.1796290262861528e-16,
+                -2.729842495843032e-15,
+                1.0841001299280941e-15,
+                3.7306758989242393e-16,
+                7.836868409118753e-17,
+                7.151142423320861e-16,
+                7.836868409118753e-17,
+                -4.081702296416017e-17,
+                5.877651306839064e-17,
+                -2.9959694855693565e-16,
+                5.028657229184532e-16
+            ]
+        ],
+        "std": [
+            [
+                0.9742956396024967,
+                0.9874129079346324,
+                0.9918559595947606,
+                0.99225721180266,
+                0.9921299699802761,
+                0.9848134955127864,
+                0.9843013518199359,
+                0.9861089730182948,
+                0.9755495809457849,
+                0.9860401240147575,
+                0.985286300764603,
+                0.9842961745285809,
+                0.9824073002181559,
+                0.9834383442239104,
+                0.9888717265277447,
+                0.986845504027903,
+                0.9879390608769005,
+                0.9920717709998307,
+                0.9922690297982814,
+                0.9844178185972415,
+                0.9871806289366772,
+                0.9789339023991226,
+                0.9926179246174212,
+                0.9926033525170048,
+                0.9725972171816771
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 25,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 50,
+    "parameters": 86152,
+    "cert_evals": {
+        "36": 0.20400001108646393,
+        "72": 0.01600000075995922,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_0/result.json b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..999090810dcfedd40c8cbe1148160376700d9426
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.7441860465116279,
+    "test_acc": 0.6695156695156695,
+    "train_size": 146,
+    "val_size": 86,
+    "test_size": 351,
+    "stats": {
+        "mean": [
+            [
+                -0.04947167191780823,
+                -0.00829989520547949,
+                0.0029959439041094614,
+                0.043865143424657534,
+                -0.02727346465753423,
+                0.06000245376712337,
+                0.18081108150684932,
+                0.13766838972602727,
+                0.07700867876712333
+            ]
+        ],
+        "std": [
+            [
+                1.0220386211163874,
+                0.9305248911517027,
+                1.0317627748416793,
+                1.0430349333459359,
+                0.6968608763678219,
+                1.4666603089790804,
+                0.976649603737411,
+                0.9779410793607819,
+                1.0045141661622095
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_1/result.json b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d2f48b0b3e474ed8c6a8a52412be4aef072a6d1
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 36,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.5896739130434783,
+    "train_size": 146,
+    "val_size": 69,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.023718123972602808,
+                -0.005873168493150683,
+                0.03226138232876717,
+                0.04699460315068498,
+                0.05445175945205481,
+                -0.012896076027397266,
+                0.006021310958904103,
+                -0.03022427397260268,
+                0.024170888356164395
+            ]
+        ],
+        "std": [
+            [
+                0.9837490979337397,
+                0.9321175505257335,
+                1.0715555930063725,
+                0.9529710623514904,
+                1.1810113146612142,
+                0.7086815710476746,
+                1.0423446624153474,
+                1.010859445699408,
+                1.0504905455411107
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.3070652186870575,
+        "72": 0.21739131212234497,
+        "108": 0.16304348409175873,
+        "255": 0.06521739065647125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_2/result.json b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b02ed51b8eb387d71286f4add07343dbea43c36f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6590909090909091,
+    "test_acc": 0.7249283667621776,
+    "train_size": 146,
+    "val_size": 88,
+    "test_size": 349,
+    "stats": {
+        "mean": [
+            [
+                -0.06850946301369858,
+                -0.0660989635342466,
+                -0.043828577945205456,
+                -0.023010099041095942,
+                0.006519339726027369,
+                -0.025199812328767113,
+                -0.0009198609589041257,
+                -0.051749036301369795,
+                -0.1729785705479453
+            ]
+        ],
+        "std": [
+            [
+                0.960568795724854,
+                0.7317880619730879,
+                0.8532176637131939,
+                0.846889651522413,
+                0.8393088412983767,
+                0.6466602014941917,
+                1.025247253115212,
+                1.0319261806513593,
+                0.9884325003029147
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.022922636941075325,
+        "72": 0.005730659235268831,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_3/result.json b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1dafc7e7735adbdffe1a268c46a07e2cab86c4d5
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ilpd-indian-liver/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.75,
+    "test_acc": 0.7025495750708215,
+    "train_size": 146,
+    "val_size": 84,
+    "test_size": 353,
+    "stats": {
+        "mean": [
+            [
+                0.10156164794520553,
+                0.11148967165753422,
+                0.14932299390410964,
+                -0.06575168465753424,
+                0.08565644520547948,
+                0.041416027397260274,
+                0.12780630068493154,
+                0.0825649349315068,
+                0.027512271917808223
+            ]
+        ],
+        "std": [
+            [
+                0.9791992181077636,
+                1.0803158704678002,
+                1.2337654004282645,
+                0.900953545319748,
+                1.161354860471408,
+                0.8045626472841879,
+                0.9144661645250372,
+                1.0285214362372226,
+                1.0463698865975202
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 5672,
+    "cert_evals": {
+        "36": 0.03116147220134735,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/image-segmentation/fold_0/result.json b/UCI_N6/ldlt/runs/image-segmentation/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ec2f577671bd9c9aa5146aad91441dc79ee2374c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/image-segmentation/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.92,
+    "test_acc": 0.90625,
+    "train_size": 2100,
+    "val_size": 50,
+    "test_size": 160,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22477,
+    "cert_evals": {
+        "36": 0.8812500238418579,
+        "72": 0.8687500357627869,
+        "108": 0.8062500357627869,
+        "255": 0.4124999940395355
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/image-segmentation/fold_1/result.json b/UCI_N6/ldlt/runs/image-segmentation/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f3b39a26983545bef6a1b42e4a83897a2de1c6f4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/image-segmentation/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.9361702127659575,
+    "test_acc": 0.901840490797546,
+    "train_size": 2100,
+    "val_size": 47,
+    "test_size": 163,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22477,
+    "cert_evals": {
+        "36": 0.8527607321739197,
+        "72": 0.8220858573913574,
+        "108": 0.7668711543083191,
+        "255": 0.3742331266403198
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/image-segmentation/fold_2/result.json b/UCI_N6/ldlt/runs/image-segmentation/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7d7d7fa51d9341e2a484eabe3f5f25f0a6f30173
--- /dev/null
+++ b/UCI_N6/ldlt/runs/image-segmentation/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.9534883720930233,
+    "test_acc": 0.8922155688622755,
+    "train_size": 2100,
+    "val_size": 43,
+    "test_size": 167,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22477,
+    "cert_evals": {
+        "36": 0.8562874794006348,
+        "72": 0.802395224571228,
+        "108": 0.742514967918396,
+        "255": 0.371257483959198
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/image-segmentation/fold_3/result.json b/UCI_N6/ldlt/runs/image-segmentation/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c814edf28ce08e28b7f2c95f91d0f3aa54cb1306
--- /dev/null
+++ b/UCI_N6/ldlt/runs/image-segmentation/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.9080459770114943,
+    "train_size": 2100,
+    "val_size": 36,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                4.532088989809121e-17,
+                -7.34333229144925e-17,
+                5.686456596603897e-16,
+                -1.441175221489608e-16,
+                1.2583849306495375e-16,
+                -1.7241499233613294e-17,
+                -4.0893214740359934e-17,
+                1.316275131219278e-16,
+                -6.396999332363997e-18,
+                -1.3756191952736462e-16,
+                -3.933361572957697e-17,
+                -1.1186818667175387e-16,
+                2.5106900685451756e-16,
+                4.337799960499719e-17,
+                4.421066687346605e-17,
+                -1.850371707708594e-17,
+                -2.350368577012995e-16,
+                -9.793753110086202e-17
+            ]
+        ],
+        "std": [
+            [
+                0.9996246758364985,
+                0.9995878274866169,
+                0.8038207521572458,
+                0.7019751493522468,
+                0.9960026008909317,
+                0.9995397039243666,
+                0.9968889591858656,
+                0.9995749389029804,
+                0.9994997832814528,
+                0.9994762671895456,
+                0.9995321523164318,
+                0.9994865643378964,
+                0.9988998799598826,
+                0.9992534567413346,
+                0.9989012736519327,
+                0.9995288891246146,
+                0.9578356691087312,
+                0.9933295528418025
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22477,
+    "cert_evals": {
+        "36": 0.8218390941619873,
+        "72": 0.7356321811676025,
+        "108": 0.517241358757019,
+        "255": 0.270114928483963
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ionosphere/fold_0/result.json b/UCI_N6/ldlt/runs/ionosphere/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd31b4653418ffc709e2bba541b63f69c7821841
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ionosphere/fold_0/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.8936170212765957,
+    "test_acc": 0.8842592592592593,
+    "train_size": 88,
+    "val_size": 47,
+    "test_size": 216,
+    "stats": {
+        "mean": [
+            [
+                -0.053792624999999955,
+                0.11437863863636365,
+                -0.09784573977272727,
+                0.037641697727272765,
+                0.03979244659090908,
+                -0.022637212499999986,
+                -0.03695475681818172,
+                -0.03367938977272729,
+                -0.021329492045454524,
+                -0.09884267272727273,
+                0.035718605681818186,
+                0.06464764249999998,
+                -0.019363167613636392,
+                -0.05855647840909092,
+                -0.09749018068181807,
+                -0.038717673863636344,
+                -0.20421359857954527,
+                -0.07935669659090909,
+                -0.1400404538977272,
+                0.02510688295454545,
+                -0.037117688954545446,
+                0.033973999999999976,
+                -0.1653208722727273,
+                0.005757295454545449,
+                -0.1324492284090909,
+                -0.08898458409090908,
+                -0.05795820443181821,
+                -0.02483663102272733,
+                -0.08507457556818178,
+                0.08867289204545453,
+                -0.04576606920454543,
+                0.02797571125000001,
+                -0.0760243448863635
+            ]
+        ],
+        "std": [
+            [
+                1.0628766820372375,
+                0.7507239967772006,
+                1.0291396537758577,
+                0.8884938256308751,
+                0.9340022757733981,
+                0.913837455075107,
+                0.9736609191811407,
+                0.9876988868200146,
+                1.0170932036566493,
+                0.9930860356859771,
+                0.9548850329366211,
+                0.9223725518038193,
+                0.8913550898838349,
+                1.0187510679778873,
+                1.017494178014936,
+                1.0307802521113834,
+                0.975629252171648,
+                1.0218068809970482,
+                0.9797731524500652,
+                0.9502446255339264,
+                0.9112949974613238,
+                0.9538996196640592,
+                0.8900589740016208,
+                0.9778636762599577,
+                0.9154522749390646,
+                1.05891815419685,
+                0.9349516698212756,
+                1.028413342097531,
+                1.0174809086582552,
+                0.8603550537251974,
+                0.9177215824920913,
+                0.9334496357023497,
+                0.9708996223344086
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.7546296119689941,
+        "72": 0.6296296119689941,
+        "108": 0.46296295523643494,
+        "255": 0.1666666716337204
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ionosphere/fold_1/result.json b/UCI_N6/ldlt/runs/ionosphere/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6a1c9c9c8d532af5ca5914464ec474ce2d625ad
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ionosphere/fold_1/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9454545454545454,
+    "test_acc": 0.9086538461538461,
+    "train_size": 88,
+    "val_size": 55,
+    "test_size": 208,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.057230188340909066,
+                -0.12594148852272724,
+                -0.0657140477272727,
+                0.03683578340909091,
+                -0.019606631818181786,
+                -0.060358038636363666,
+                0.04340084659090913,
+                -0.0891362948863636,
+                0.11950643409090907,
+                -0.0431416420454545,
+                0.015000489886363617,
+                0.006661120113636418,
+                0.05273973636363641,
+                0.015397984090909127,
+                0.014861920909090958,
+                0.1809429574999999,
+                0.08595570852272723,
+                0.06362748978409093,
+                0.013652813181818213,
+                0.08379081831818179,
+                0.012709255681818172,
+                0.05176218068181814,
+                -0.0808674875,
+                0.0755702415909092,
+                0.018801221590909037,
+                0.00032548409090908274,
+                -0.044570049999999944,
+                -0.06261137522727273,
+                -0.029789787386363672,
+                0.05672472590909099,
+                0.07217833522727275,
+                -0.1547468361363635
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9307820453086587,
+                1.0773699872895335,
+                1.0440681513418153,
+                0.8335723077848519,
+                1.0288328270221063,
+                1.012134427705991,
+                0.9381625016034029,
+                1.0351171735867382,
+                0.8413129464522849,
+                0.957745165443786,
+                0.996483818815002,
+                1.0520779681632726,
+                0.9017607688663065,
+                0.9016249527670053,
+                0.9886646202839675,
+                0.948531710759369,
+                0.9429119629240612,
+                0.9771648840049503,
+                1.0130626800360227,
+                0.9206929443124036,
+                1.0062206389304456,
+                0.9740332111643196,
+                1.0276361536986764,
+                1.004938887359179,
+                0.9916060965398966,
+                1.0389805297776586,
+                0.9937147733197984,
+                0.9550117277666471,
+                1.045048464961226,
+                0.9419333165833579,
+                0.9692634514790782,
+                0.8827267306674739
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.8990384936332703,
+        "72": 0.8509615659713745,
+        "108": 0.7980769276618958,
+        "255": 0.5144230723381042
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ionosphere/fold_2/result.json b/UCI_N6/ldlt/runs/ionosphere/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0da24af39ecbcb7dddb46fac5440a32a9f18579a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ionosphere/fold_2/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.8983050847457628,
+    "test_acc": 0.946078431372549,
+    "train_size": 88,
+    "val_size": 59,
+    "test_size": 204,
+    "stats": {
+        "mean": [
+            [
+                -0.1268343749999996,
+                0.03819893595454546,
+                -0.011457272727272726,
+                0.05116481477272727,
+                -0.0830110590909092,
+                0.047313343863636344,
+                0.10252151931818183,
+                0.1333957454545454,
+                0.05029393693181818,
+                0.04156139318181821,
+                -0.001252886136363645,
+                -0.02304269772727273,
+                -0.028127184431818178,
+                0.09080393977272729,
+                0.051952362500000016,
+                0.026424043636363623,
+                0.004673466193181796,
+                0.08743039488636364,
+                -0.026571849534090915,
+                0.14150050181818186,
+                0.03335016056818166,
+                0.12982050340909096,
+                0.16414423761363636,
+                0.09544092727272725,
+                -0.013555443181818177,
+                0.13096514511363633,
+                0.08380314419318177,
+                0.11039518400000002,
+                0.10956971738636363,
+                0.16996981363636354,
+                0.20297531795454554,
+                0.13073818977272728,
+                0.22886673897727264
+            ]
+        ],
+        "std": [
+            [
+                1.1403639563737902,
+                0.9669190187863775,
+                0.9172167629719893,
+                0.8606790311963011,
+                0.9989705798429368,
+                0.9373035431734378,
+                0.9209352640839872,
+                0.8488345605516046,
+                0.8825266596197384,
+                0.9437597259890439,
+                0.8884696173398924,
+                1.0048586652940763,
+                0.9550518112139788,
+                0.9614986333459294,
+                0.9194447344313414,
+                0.9950631727543465,
+                0.9784728631967848,
+                0.9580770253420143,
+                0.9232846642295484,
+                0.9004257495362915,
+                0.9845719410626651,
+                0.9096258762479161,
+                0.9598729860189827,
+                0.9018492624900448,
+                0.9747064152086655,
+                0.8917378557660298,
+                1.0112826407608113,
+                0.9771390659506771,
+                0.934094299138346,
+                0.9171760631839044,
+                0.9408030802675159,
+                0.9489033599031296,
+                0.9833308046410482
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.9117647409439087,
+        "72": 0.8774510025978088,
+        "108": 0.8039215803146362,
+        "255": 0.44117647409439087
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/ionosphere/fold_3/result.json b/UCI_N6/ldlt/runs/ionosphere/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c3d865892e42b863fe574b17db4e4c814677c57
--- /dev/null
+++ b/UCI_N6/ldlt/runs/ionosphere/fold_3/result.json
@@ -0,0 +1,96 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.9814814814814815,
+    "test_acc": 0.9330143540669856,
+    "train_size": 88,
+    "val_size": 54,
+    "test_size": 209,
+    "stats": {
+        "mean": [
+            [
+                -0.05379262500000004,
+                0.08337084420454545,
+                0.012367452272727331,
+                -0.10430459318181814,
+                -0.04320599500000006,
+                -0.02125417613636366,
+                0.13601533749999994,
+                0.08083362500000006,
+                0.04508737613636362,
+                0.06580848409090917,
+                -0.04573462613636365,
+                -0.11163381636363634,
+                -0.08390394295454544,
+                -0.08376589772727273,
+                -0.044872403409090926,
+                -0.0040415840909091135,
+                -0.08072537250000003,
+                0.09002621590909089,
+                -0.162396136590909,
+                -0.039994314090909096,
+                -0.10034994406818182,
+                -0.025718289772727287,
+                -0.07362233545454551,
+                0.15139177386363645,
+                -0.09483327613636364,
+                0.035840585227272695,
+                0.10623734090909087,
+                0.16713354263636365,
+                -0.09824181704545455,
+                -0.02187183522727274,
+                -0.02442285272727274,
+                -0.04313826136363642,
+                0.1828973070454546
+            ]
+        ],
+        "std": [
+            [
+                1.062876682037237,
+                0.9490576864105106,
+                0.9875219449564684,
+                1.1736996169419784,
+                1.085283557408111,
+                1.0964938389858863,
+                1.0087899511657812,
+                1.0744821220114844,
+                1.0108692257357619,
+                1.0627108745057163,
+                1.0442983244440271,
+                1.1469962087719372,
+                1.0331323404442145,
+                1.1049553685537077,
+                1.023216090225595,
+                1.0297914379913535,
+                1.0415403651865944,
+                1.0022218327408114,
+                1.0389078436934174,
+                1.0658270934057976,
+                1.0847302652617432,
+                1.0404853997786638,
+                1.050257290760166,
+                0.893199357426146,
+                1.0313013612091906,
+                0.9776385188820035,
+                1.0220555587416027,
+                0.8817940384222789,
+                1.0763521420836772,
+                1.0347943476784296,
+                1.1267168423195861,
+                1.0726159506205808,
+                1.1123266143540387
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 33,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 66,
+    "parameters": 87176,
+    "cert_evals": {
+        "36": 0.8899521231651306,
+        "72": 0.8564593195915222,
+        "108": 0.8181818127632141,
+        "255": 0.5119616985321045
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/iris/fold_0/result.json b/UCI_N6/ldlt/runs/iris/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..073f761f7797722d13099833821aebdcf194bf63
--- /dev/null
+++ b/UCI_N6/ldlt/runs/iris/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.6190476190476191,
+    "test_acc": 0.6739130434782609,
+    "train_size": 37,
+    "val_size": 21,
+    "test_size": 92,
+    "stats": {
+        "mean": [
+            [
+                -0.06538616216216218,
+                0.037524162162162124,
+                -0.05163069459459464,
+                -0.05491507459459471
+            ]
+        ],
+        "std": [
+            [
+                0.9148870367317358,
+                1.0881966465526376,
+                0.9955337168703222,
+                0.9789290060304676
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/iris/fold_1/result.json b/UCI_N6/ldlt/runs/iris/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..08279bff687d5d4f091e17ab3d90a05dadee9ad6
--- /dev/null
+++ b/UCI_N6/ldlt/runs/iris/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 13,
+    "best_val_acc": 0.9310344827586207,
+    "test_acc": 0.8214285714285714,
+    "train_size": 37,
+    "val_size": 29,
+    "test_size": 84,
+    "stats": {
+        "mean": [
+            [
+                -0.1894133945945945,
+                -0.14947308108108107,
+                -0.07307603783783788,
+                -0.09033012864864856
+            ]
+        ],
+        "std": [
+            [
+                0.9592123832790647,
+                0.9096266883189955,
+                1.0119512040032557,
+                1.0176631024602978
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.1666666716337204,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/iris/fold_2/result.json b/UCI_N6/ldlt/runs/iris/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b235dc5c478d1dddf329df3e5a02e84167371290
--- /dev/null
+++ b/UCI_N6/ldlt/runs/iris/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.9130434782608695,
+    "test_acc": 0.9222222222222223,
+    "train_size": 37,
+    "val_size": 23,
+    "test_size": 90,
+    "stats": {
+        "mean": [
+            [
+                0.12065495945945945,
+                0.08115708108108108,
+                -0.014868264864864856,
+                0.0017480032432432313
+            ]
+        ],
+        "std": [
+            [
+                1.079972374505205,
+                0.8268394002889127,
+                1.0381376116445211,
+                1.0358017457861401
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/iris/fold_3/result.json b/UCI_N6/ldlt/runs/iris/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a50c4e8e147530c0adda57a88fdc5b77956b520
--- /dev/null
+++ b/UCI_N6/ldlt/runs/iris/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8529411764705882,
+    "test_acc": 0.7974683544303798,
+    "train_size": 37,
+    "val_size": 34,
+    "test_size": 79,
+    "stats": {
+        "mean": [
+            [
+                0.019474235135135163,
+                0.1372560810810812,
+                -0.050099464864865016,
+                -0.012418108108108169
+            ]
+        ],
+        "std": [
+            [
+                1.0035126577760827,
+                0.9654086463610752,
+                1.0191317626227525,
+                1.0325640931007958
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.025316456332802773,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/led-display/fold_0/result.json b/UCI_N6/ldlt/runs/led-display/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fd57511f265b20913ca208cc36d2f37fde60fdec
--- /dev/null
+++ b/UCI_N6/ldlt/runs/led-display/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.6923076923076923,
+    "test_acc": 0.7138047138047138,
+    "train_size": 250,
+    "val_size": 156,
+    "test_size": 594,
+    "stats": {
+        "mean": [
+            [
+                0.007071759999999854,
+                -0.06713887999999998,
+                0.04580425999999983,
+                -0.02524725599999987,
+                0.032490744000000016,
+                0.026608120000000096,
+                1.7199999999801818e-06
+            ]
+        ],
+        "std": [
+            [
+                0.9950459658737895,
+                1.009900234084628,
+                0.9724760974354865,
+                1.0074396393306633,
+                1.004766715631752,
+                0.9754811567914686,
+                0.9994980323196654
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5872,
+    "cert_evals": {
+        "36": 0.6599326729774475,
+        "72": 0.5909090638160706,
+        "108": 0.46464645862579346,
+        "255": 0.11447811126708984
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/led-display/fold_1/result.json b/UCI_N6/ldlt/runs/led-display/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3600fa66f017d7ac4c419f42495c737aff8b9231
--- /dev/null
+++ b/UCI_N6/ldlt/runs/led-display/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 50,
+    "best_val_acc": 0.7446808510638298,
+    "test_acc": 0.715927750410509,
+    "train_size": 250,
+    "val_size": 141,
+    "test_size": 609,
+    "stats": {
+        "mean": [
+            [
+                -0.030645360000000187,
+                0.03051721599999998,
+                -0.07328692000000013,
+                -0.01683115199999986,
+                -0.024368800000000006,
+                0.02660812000000029,
+                1.7199999999624183e-06
+            ]
+        ],
+        "std": [
+            [
+                1.018012947504733,
+                0.9932371252643158,
+                1.0370805647209447,
+                1.0048701299259322,
+                0.9948347843380658,
+                0.9754811567914693,
+                0.9994980323196655
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5872,
+    "cert_evals": {
+        "36": 0.6617405414581299,
+        "72": 0.6091954112052917,
+        "108": 0.4367816150188446,
+        "255": 0.05582922697067261
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/led-display/fold_2/result.json b/UCI_N6/ldlt/runs/led-display/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..407cbbc10f5a61467b94c9cad80d667327e201b8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/led-display/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 48,
+    "best_val_acc": 0.6815286624203821,
+    "test_acc": 0.6981450252951096,
+    "train_size": 250,
+    "val_size": 157,
+    "test_size": 593,
+    "stats": {
+        "mean": [
+            [
+                -0.02121608000000006,
+                -0.018310832,
+                -0.02748262000000013,
+                0.008417160000000156,
+                0.01624516000000005,
+                0.026608120000000093,
+                -0.01687781599999998
+            ]
+        ],
+        "std": [
+            [
+                1.0124517882249175,
+                1.002792806702983,
+                1.0143765302763266,
+                0.9966955712286966,
+                1.0022682733933526,
+                0.9754811567914692,
+                1.005041365963769
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5872,
+    "cert_evals": {
+        "36": 0.5649241209030151,
+        "72": 0.4097807705402374,
+        "108": 0.28667792677879333,
+        "255": 0.0927487388253212
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/led-display/fold_3/result.json b/UCI_N6/ldlt/runs/led-display/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1e3cdef9c781401082af6e252b5bf84f9bdd94a
--- /dev/null
+++ b/UCI_N6/ldlt/runs/led-display/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 50,
+    "best_val_acc": 0.7469879518072289,
+    "test_acc": 0.7363013698630136,
+    "train_size": 250,
+    "val_size": 166,
+    "test_size": 584,
+    "stats": {
+        "mean": [
+            [
+                -0.0023575200000001267,
+                0.0061031919999999995,
+                0.009160819999999905,
+                -0.04207946399999987,
+                -0.016246007999999923,
+                -0.1011123440000001,
+                0.05064032800000006
+            ]
+        ],
+        "std": [
+            [
+                1.0009703691603724,
+                0.9983249694649329,
+                0.9943226309022788,
+                1.0123492183086487,
+                0.9964583563164333,
+                1.0799745182608878,
+                0.9809392436444123
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 5872,
+    "cert_evals": {
+        "36": 0.6678082346916199,
+        "72": 0.6130136847496033,
+        "108": 0.5804794430732727,
+        "255": 0.1523972600698471
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lenses/fold_0/result.json b/UCI_N6/ldlt/runs/lenses/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..66f91164d19a373c3a06cddc963139c18f71787e
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lenses/fold_0/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.75,
+    "test_acc": 0.6428571428571429,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.6526299999999999,
+                0.0,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.7296625220778439,
+                0.978945,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lenses/fold_1/result.json b/UCI_N6/ldlt/runs/lenses/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1246b0821acc82c3b444ea3c0dcd61c3ee244bc2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lenses/fold_1/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.5,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                -0.32631499999999997,
+                -0.6526299999999999,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.922958197211553,
+                0.7296625220778439,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lenses/fold_2/result.json b/UCI_N6/ldlt/runs/lenses/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9ed61f3ae2dc5d0bac6ecd621f54d21ce44e998
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lenses/fold_2/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.5,
+    "test_acc": 0.375,
+    "train_size": 6,
+    "val_size": 2,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.0,
+                0.0,
+                0.32631499999999997,
+                0.0
+            ]
+        ],
+        "std": [
+            [
+                0.9789467406691065,
+                0.978945,
+                0.9229581972115529,
+                0.978945
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lenses/fold_3/result.json b/UCI_N6/ldlt/runs/lenses/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8dec222fb1947782e93864adef8959eaed62be8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lenses/fold_3/result.json
@@ -0,0 +1,38 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.6428571428571429,
+    "train_size": 6,
+    "val_size": 4,
+    "test_size": 14,
+    "stats": {
+        "mean": [
+            [
+                -0.59948,
+                0.32631499999999997,
+                0.32631499999999997,
+                -0.32631499999999997
+            ]
+        ],
+        "std": [
+            [
+                0.915720825870709,
+                0.9229581972115529,
+                0.922958197211553,
+                0.922958197211553
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 4,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5545,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/letter/fold_0/result.json b/UCI_N6/ldlt/runs/letter/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e49f87caa9b21dc461526e34cf64e4393f0cf6ef
--- /dev/null
+++ b/UCI_N6/ldlt/runs/letter/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 79,
+    "best_val_acc": 0.7185354691075515,
+    "test_acc": 0.7029562013231723,
+    "train_size": 5000,
+    "val_size": 3059,
+    "test_size": 11941,
+    "stats": {
+        "mean": [
+            [
+                0.00514853171999978,
+                0.005659159839999929,
+                0.015561632360000245,
+                0.01129863240000007,
+                0.0052732767999999685,
+                0.00552804246000023,
+                -0.003806189400000043,
+                0.004888994199999829,
+                0.008798804439999558,
+                -0.008297726599999769,
+                0.0009121625999998376,
+                0.004806467700000183,
+                0.003901915299999814,
+                -0.011281666800000121,
+                -0.0074610201999999294,
+                0.003215448200000049
+            ]
+        ],
+        "std": [
+            [
+                0.9872835099546217,
+                1.006134190408135,
+                0.9972389123333294,
+                1.0049266649751227,
+                0.9943131104630408,
+                0.9927707764568473,
+                1.0068065835854811,
+                1.0134669668414158,
+                1.0040007520709764,
+                0.9997230654740944,
+                1.007968354670923,
+                1.0003581319476724,
+                1.005041480077882,
+                1.0049516430140362,
+                0.9976563117551296,
+                0.9860491581099939
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23584,
+    "cert_evals": {
+        "36": 0.6246545314788818,
+        "72": 0.5368059277534485,
+        "108": 0.4446026384830475,
+        "255": 0.14094296097755432
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/letter/fold_1/result.json b/UCI_N6/ldlt/runs/letter/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a4743598d8d50a3fdfbfec1351a130828119e697
--- /dev/null
+++ b/UCI_N6/ldlt/runs/letter/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 74,
+    "best_val_acc": 0.7087753134040502,
+    "test_acc": 0.7118344688367398,
+    "train_size": 5000,
+    "val_size": 3111,
+    "test_size": 11889,
+    "stats": {
+        "mean": [
+            [
+                0.0029532797399999047,
+                0.004388175279999976,
+                0.004244063760000119,
+                0.012979005999999998,
+                -0.004678983799999144,
+                0.003455055400000179,
+                -0.007418534600000143,
+                0.003926012599999779,
+                0.00795879715999929,
+                -0.00524365779999995,
+                -0.01178226520000005,
+                -0.015187571099999951,
+                -0.012475097320000503,
+                -0.0018423520000003316,
+                -0.013382179199999674,
+                -0.004821816599999932
+            ]
+        ],
+        "std": [
+            [
+                0.9986276678083476,
+                0.9950343941586423,
+                0.99640667299183,
+                1.0000071963490385,
+                0.992160528900722,
+                1.0037788827185958,
+                1.0135243337906252,
+                1.019023638516362,
+                1.0086984945355297,
+                1.009749704171076,
+                1.013939210703217,
+                0.9887907814862574,
+                0.9896867749920725,
+                0.9916791039398155,
+                1.0056717046836126,
+                1.0037598172363915
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23584,
+    "cert_evals": {
+        "36": 0.6343679428100586,
+        "72": 0.5457145571708679,
+        "108": 0.4468836784362793,
+        "255": 0.1500546783208847
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/letter/fold_2/result.json b/UCI_N6/ldlt/runs/letter/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..22081eb9dc88006be40b636109533e507d0034a4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/letter/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.7113793103448276,
+    "test_acc": 0.7133057851239669,
+    "train_size": 5000,
+    "val_size": 2900,
+    "test_size": 12100,
+    "stats": {
+        "mean": [
+            [
+                0.021874334520000687,
+                0.017884720619999826,
+                0.014568840500000449,
+                0.006699696200000058,
+                -0.00020502299999983865,
+                0.011056104300000202,
+                -0.0043222202000001006,
+                -0.005629635800000384,
+                0.0012383624799995345,
+                0.011071598799999905,
+                -0.0038767746000001103,
+                -0.0036525290000001725,
+                0.002787233879999989,
+                0.011734750599999826,
+                -0.007305219399999943,
+                0.006554009400000075
+            ]
+        ],
+        "std": [
+            [
+                1.018882039972734,
+                0.9909097519297484,
+                1.011006149224975,
+                0.9981095511490614,
+                0.9744828743262628,
+                1.0187271547521726,
+                1.0142349021053059,
+                1.0059981552155532,
+                1.0032678982013254,
+                0.9974167859950539,
+                0.9962881566563585,
+                1.0100493766021112,
+                0.9931648907076084,
+                1.0108922135098513,
+                1.0056449285270137,
+                1.001713691144833
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23584,
+    "cert_evals": {
+        "36": 0.6387603282928467,
+        "72": 0.5499173402786255,
+        "108": 0.44884297251701355,
+        "255": 0.1469421535730362
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/letter/fold_3/result.json b/UCI_N6/ldlt/runs/letter/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5756dbdb3cd9ca29154422644820b8643c70e91
--- /dev/null
+++ b/UCI_N6/ldlt/runs/letter/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 50,
+    "best_val_acc": 0.7128547579298832,
+    "test_acc": 0.7021241149521033,
+    "train_size": 5000,
+    "val_size": 2995,
+    "test_size": 12005,
+    "stats": {
+        "mean": [
+            [
+                0.004834942479999971,
+                0.001483113019999944,
+                -0.0019111359399998356,
+                0.0075840941999999545,
+                -0.0010267499999996761,
+                0.017176408160000104,
+                -0.001742007400000528,
+                -0.001036997800000219,
+                0.003506500319999635,
+                -0.004038084999999959,
+                -0.005625091799999523,
+                0.0011537186999995067,
+                0.00047216481999986826,
+                -0.0067559524000002655,
+                0.007341836400000017,
+                0.0008661090000000479
+            ]
+        ],
+        "std": [
+            [
+                1.004162670449844,
+                1.0009285120042208,
+                1.0009316003026747,
+                1.0058812415247276,
+                1.0013613633110403,
+                0.9913646988590394,
+                0.9980301597574796,
+                0.9947148416325726,
+                0.9936745035912995,
+                0.9961424729063775,
+                0.9987978729631191,
+                0.9997824037300547,
+                0.9953405790803281,
+                1.0103550196199995,
+                1.0017727765855509,
+                1.0101591352858876
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 26,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 23584,
+    "cert_evals": {
+        "36": 0.6261557936668396,
+        "72": 0.5388588309288025,
+        "108": 0.4474802315235138,
+        "255": 0.1427738517522812
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/libras/fold_0/result.json b/UCI_N6/ldlt/runs/libras/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..21072c7c383a4002ded3bb5008d914e8ab681844
--- /dev/null
+++ b/UCI_N6/ldlt/runs/libras/fold_0/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7708333333333334,
+    "test_acc": 0.7072072072072072,
+    "train_size": 90,
+    "val_size": 48,
+    "test_size": 222,
+    "stats": {
+        "mean": [
+            [
+                0.059153607855555554,
+                -0.022086486111111102,
+                0.05922882088888888,
+                -0.02086866645555565,
+                0.056779304333333384,
+                -0.018696930000000046,
+                0.05689053533333337,
+                -0.016248013333333245,
+                0.0569165588888889,
+                -0.0036989233333332458,
+                0.06283389777777776,
+                -0.0037991557777777556,
+                0.05937392222222222,
+                -0.007620807444444464,
+                0.05464593999999994,
+                -0.011244530777777774,
+                0.04970278000000001,
+                -0.013921464755555614,
+                0.04771983000000002,
+                -0.019249020222222305,
+                0.044871499788888936,
+                -0.020557805333333252,
+                0.03973438522222228,
+                -0.026101116888888873,
+                0.0330146356666666,
+                -0.027676334444444468,
+                0.034978265333333355,
+                -0.0210573455555555,
+                0.04064138888888893,
+                -0.01831029133333337,
+                0.044241277888888826,
+                -0.010786282777777736,
+                0.051733793333333285,
+                -0.0034738184444444765,
+                0.045049727888888905,
+                -0.021378303111111135,
+                0.04119049111111115,
+                -0.045665581555555515,
+                0.03553613722222227,
+                -0.07517735188888884,
+                0.022791370888888884,
+                -0.09528456055555552,
+                0.01893847222222228,
+                -0.11598632511111107,
+                0.02626179000000001,
+                -0.1326080574444444,
+                0.034327293333333335,
+                -0.13289333,
+                0.03746381222222225,
+                -0.11572220622222221,
+                0.042059589422222224,
+                -0.09740232666666666,
+                0.04862533955555555,
+                -0.08259843555555557,
+                0.04790880555555556,
+                -0.06473083111111111,
+                0.04817679555555557,
+                -0.043231756999999996,
+                0.05318957111111112,
+                -0.019220134666666673,
+                0.055677036666666645,
+                -0.002841064555555544,
+                0.05546902555555555,
+                0.003981006666666653,
+                0.05436141222222221,
+                0.010304663333333285,
+                0.04651793477777778,
+                0.004333857777777748,
+                0.038974952222222185,
+                -0.008231636300000048,
+                0.03247019888888887,
+                -0.02334288095555553,
+                0.03011131132222221,
+                -0.030717089555555615,
+                0.02976556422222225,
+                -0.03948321999999996,
+                0.022267378333333344,
+                -0.03566932055555558,
+                0.015906501777777787,
+                -0.04077892000000001,
+                0.011949363777777782,
+                -0.03570859,
+                0.004940353333333312,
+                -0.031180698333333357,
+                0.0004020502222222259,
+                -0.025412966666666658,
+                -0.002333565333333347,
+                -0.02677985111111109,
+                -0.0059334082222222105,
+                -0.026852045555555534
+            ]
+        ],
+        "std": [
+            [
+                1.0272697848649774,
+                0.9664771136823957,
+                1.027688880747467,
+                0.9662624765656191,
+                1.0292677018687986,
+                0.9684534093051018,
+                1.0319599452853536,
+                0.9677596062743243,
+                1.0377674721252286,
+                0.9616782342445047,
+                1.0370360978842266,
+                0.9555582821931108,
+                1.0289925918383118,
+                0.9579834639182713,
+                1.0189074336088546,
+                0.9625256328191537,
+                1.0121348350240766,
+                0.9646803522961049,
+                1.0126185493427433,
+                0.9598197286028425,
+                1.0189730181818124,
+                0.951620173828917,
+                1.0350698342948041,
+                0.9370228296137644,
+                1.0541894305710373,
+                0.9184614636871827,
+                1.0696682809354456,
+                0.9329853150754773,
+                1.0890255312769253,
+                0.9489615861352966,
+                1.1066977252299934,
+                0.9608235727079338,
+                1.1024326497238879,
+                0.9717686177151472,
+                1.0972507342710132,
+                0.9657911543082057,
+                1.069178058095652,
+                0.9664501545749722,
+                1.0261884635827954,
+                0.9801982751719368,
+                0.9882367711096164,
+                1.0014044489935727,
+                0.9672861968365165,
+                1.024725533269629,
+                0.9648715731537318,
+                1.033145694150089,
+                0.973815805756156,
+                1.0313002194928262,
+                0.9859951872457644,
+                1.0345119812696684,
+                0.9964608835988579,
+                1.0372020790742669,
+                1.002794362543549,
+                1.050476963151338,
+                1.0100223483256028,
+                1.051659471579452,
+                1.0207177149077362,
+                1.0380336604147125,
+                1.0274778037875825,
+                1.0217936789225461,
+                1.023355900720886,
+                0.99539519439483,
+                1.0134647330026565,
+                0.9689247631505362,
+                1.0089599239522917,
+                0.950558838647045,
+                1.008875615908425,
+                0.9499906362659443,
+                1.0089288969813415,
+                0.9607648958830952,
+                1.0158951823905173,
+                0.9737378299181498,
+                1.0199933463033373,
+                0.9860581507065539,
+                1.0263547725332822,
+                1.0015989523192506,
+                1.032627742296777,
+                1.0279180377810286,
+                1.0376802603494275,
+                1.050663043279449,
+                1.0450149927264303,
+                1.0536672233709206,
+                1.048344449365565,
+                1.0509585135332231,
+                1.049228637606536,
+                1.0418893656144446,
+                1.0487172103574718,
+                1.0370002214587464,
+                1.0495960897157208,
+                1.0304275340443008
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 1367573,
+    "cert_evals": {
+        "36": 0.6576576828956604,
+        "72": 0.5945945978164673,
+        "108": 0.531531572341919,
+        "255": 0.2522522509098053
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/libras/fold_1/result.json b/UCI_N6/ldlt/runs/libras/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..435c77de8b4f9df72d86e43d10e438c3cc9b5167
--- /dev/null
+++ b/UCI_N6/ldlt/runs/libras/fold_1/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.75,
+    "test_acc": 0.677570093457944,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.033764339333333275,
+                0.0455450088888889,
+                -0.0393941557777778,
+                0.0442136877777778,
+                -0.045103564444444466,
+                0.04001134399999995,
+                -0.05244813000000002,
+                0.028505362222222205,
+                -0.06154681444444444,
+                0.021204386666666637,
+                -0.07797415355555551,
+                0.01921581555555562,
+                -0.10197233555555556,
+                0.006906205777777777,
+                -0.12702198222222222,
+                -0.005695309999999986,
+                -0.14416418666666672,
+                -0.02292435444444457,
+                -0.16337620333333333,
+                -0.03858305355555561,
+                -0.1711072416555556,
+                -0.04597038555555552,
+                -0.17688608222222224,
+                -0.0510546662222222,
+                -0.1777130125555556,
+                -0.055949267777777756,
+                -0.1758602002222223,
+                -0.056614647777777784,
+                -0.17039360222222222,
+                -0.06617457911111113,
+                -0.16981005877777777,
+                -0.07106641555555543,
+                -0.16308817222222222,
+                -0.05537972144444455,
+                -0.14865953544444438,
+                -0.04185643888888888,
+                -0.12450770666666665,
+                -0.020887783333333316,
+                -0.0970945600000001,
+                -0.01284855222222223,
+                -0.06770919911111105,
+                -0.006189087555555519,
+                -0.045649386666666646,
+                -0.019774148444444417,
+                -0.024750903666666667,
+                -0.028532645999999984,
+                -0.008615883333333359,
+                -0.04990173111111105,
+                0.0027711554444444235,
+                -0.06698789577777778,
+                0.001936522755555571,
+                -0.08285931522222224,
+                -0.0073226571111110784,
+                -0.08259888076666667,
+                -0.02258475644444445,
+                -0.07283224555555554,
+                -0.03855426111111113,
+                -0.06328560555555554,
+                -0.06116145375555557,
+                -0.06039820777777778,
+                -0.08062423999999999,
+                -0.06031211888888889,
+                -0.1001700812222222,
+                -0.0643715877777778,
+                -0.11488044000000007,
+                -0.06820063999999999,
+                -0.1203164692222222,
+                -0.07924086666666665,
+                -0.12108284722222223,
+                -0.0915652744444445,
+                -0.11548237566666666,
+                -0.10036381111111108,
+                -0.10867505555555551,
+                -0.11164193444444444,
+                -0.10020240444444449,
+                -0.12007570888888885,
+                -0.09298762111111107,
+                -0.12944496888888887,
+                -0.0845759822222222,
+                -0.12039282000000003,
+                -0.07738502700000004,
+                -0.1146484011111111,
+                -0.06909253888888889,
+                -0.09596822888888885,
+                -0.0527662786666667,
+                -0.08531162555555549,
+                -0.04094482422222221,
+                -0.0668187426666667,
+                -0.03109291377777779,
+                -0.049228804444444406
+            ]
+        ],
+        "std": [
+            [
+                0.9391947140806977,
+                0.9661200046110473,
+                0.9369047047249826,
+                0.965372181859147,
+                0.9379655989040812,
+                0.9626856204401466,
+                0.9383704435642225,
+                0.9596973553804454,
+                0.9435124416750471,
+                0.9569644766257196,
+                0.9507806726832521,
+                0.9503884002742878,
+                0.9577699621134407,
+                0.945652945681381,
+                0.9650370451264835,
+                0.9434629223854399,
+                0.9739544466032157,
+                0.9438505847776927,
+                0.9764228611015309,
+                0.9469890572332942,
+                0.9779898535101123,
+                0.9533340820544212,
+                0.9757437918199428,
+                0.9549347448822753,
+                0.9663610809902762,
+                0.9438525284454122,
+                0.952169999214585,
+                0.9678377690397413,
+                0.9393886782621469,
+                0.9947209380373468,
+                0.9361716970367747,
+                1.0123442945183636,
+                0.9252713522214633,
+                1.0260951627274713,
+                0.9231710047035482,
+                1.025557832763311,
+                0.9248516800643717,
+                1.0172305910811887,
+                0.9282810826954029,
+                1.0064682263739466,
+                0.9205614506509361,
+                0.9946120696327407,
+                0.9081070345079777,
+                0.9949749986778512,
+                0.9033325693342755,
+                1.006822968070411,
+                0.9085081292518836,
+                1.0191220579997762,
+                0.9153594418262174,
+                1.0318423200857954,
+                0.9183368353262834,
+                1.0392962508240564,
+                0.9237882688127866,
+                1.055023953325584,
+                0.9343012330154237,
+                1.0481089228331875,
+                0.9560851685143908,
+                1.0339727591956172,
+                0.9853902060723677,
+                1.0098325304467373,
+                0.9988778299057116,
+                0.9870909710943886,
+                1.0021729674536564,
+                0.9828786628007012,
+                1.0079592542333784,
+                0.9835701890015256,
+                1.017348186621727,
+                0.9858555228606939,
+                1.0242608111755789,
+                0.9832306180154835,
+                1.0262585496418493,
+                0.9866284497369432,
+                1.0229030560951116,
+                0.9869096028519032,
+                1.0172087108740004,
+                0.9788435218174495,
+                1.0148292680398843,
+                0.9702030398470889,
+                1.0139464402917768,
+                0.9650993937320577,
+                1.0142334827118167,
+                0.9622076846279796,
+                1.0188552180562984,
+                0.9619140911906384,
+                1.0175453036347175,
+                0.9585537532942093,
+                1.0155723528745622,
+                0.9543291962926345,
+                1.012212127147541,
+                0.9495775298724907
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 1367573,
+    "cert_evals": {
+        "36": 0.630841076374054,
+        "72": 0.6168224215507507,
+        "108": 0.5700934529304504,
+        "255": 0.35514017939567566
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/libras/fold_2/result.json b/UCI_N6/ldlt/runs/libras/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5c18cb521b555cabe843888dc18624b6ff955036
--- /dev/null
+++ b/UCI_N6/ldlt/runs/libras/fold_2/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.8214285714285714,
+    "test_acc": 0.7009345794392523,
+    "train_size": 90,
+    "val_size": 56,
+    "test_size": 214,
+    "stats": {
+        "mean": [
+            [
+                -0.0795752713666667,
+                0.0976775155555555,
+                -0.0792770048888889,
+                0.09542594000000003,
+                -0.0793193911111111,
+                0.09638493444444453,
+                -0.0793156911111111,
+                0.09763250999999992,
+                -0.08028563333333336,
+                0.0968837866666667,
+                -0.08446061444444444,
+                0.09761106766666666,
+                -0.0858379077777778,
+                0.09109071466666677,
+                -0.08833427666666666,
+                0.08412569366666675,
+                -0.08150408654444444,
+                0.07868567302222215,
+                -0.07937965800000002,
+                0.07571118444444438,
+                -0.07020866522222223,
+                0.07384745777777788,
+                -0.05723015477777777,
+                0.06437183422222217,
+                -0.04520808033333336,
+                0.04587258000000005,
+                -0.029391714666666645,
+                0.02986913666666669,
+                -0.01909765222222218,
+                0.021750623000000042,
+                -0.016599911111111112,
+                0.03220027088888891,
+                -0.021600725555555558,
+                0.038351117999999955,
+                -0.029936903333333327,
+                0.043317289555555506,
+                -0.04636568555555557,
+                0.04265821111111109,
+                -0.06504211555555557,
+                0.0398037177777778,
+                -0.07834400400000001,
+                0.03486788355555556,
+                -0.09061476011111111,
+                0.024548287777777737,
+                -0.10536790666666669,
+                0.029715636555555532,
+                -0.1355004688888889,
+                0.023034604444444474,
+                -0.1566124356666667,
+                0.013996776444444445,
+                -0.17107036222222222,
+                0.008349538444444445,
+                -0.17717941188888894,
+                0.011516642222222234,
+                -0.18186103466666662,
+                0.006701916666666682,
+                -0.1859549,
+                0.017993973000000038,
+                -0.1814516993111111,
+                0.023018069777777796,
+                -0.177811022,
+                0.013411195555555524,
+                -0.17198873444444454,
+                0.007958389222222214,
+                -0.159803446,
+                0.01762081777777776,
+                -0.14861193111111112,
+                0.03175548111111108,
+                -0.13662967000000004,
+                0.039799975555555506,
+                -0.12218454000000008,
+                0.05352645888888891,
+                -0.10940399555555551,
+                0.056771615555555516,
+                -0.10123112444444446,
+                0.04481529555555562,
+                -0.09524841888888891,
+                0.04344370633333331,
+                -0.08900512488888888,
+                0.047798668888888826,
+                -0.08192136066666673,
+                0.039209352222222264,
+                -0.07595590804444444,
+                0.038319951666666546,
+                -0.0710968062222223,
+                0.046865989111111096,
+                -0.06933622333333335,
+                0.04505355422222219,
+                -0.0645431828888889,
+                0.048621090000000124
+            ]
+        ],
+        "std": [
+            [
+                0.9995783575072309,
+                0.9453718021917624,
+                0.9986629556137443,
+                0.9447043484979707,
+                0.9963987589123307,
+                0.9459381244093827,
+                0.9892357792736222,
+                0.9448309404294691,
+                0.9884066352373108,
+                0.9409207140609871,
+                0.9850607322448387,
+                0.9374842650334984,
+                0.9943922917763706,
+                0.9366045758806816,
+                1.0082213369876118,
+                0.9387174087314007,
+                1.0167982259784791,
+                0.9414588919501151,
+                1.0151339246945583,
+                0.946713464769804,
+                1.0115845765750173,
+                0.9519023234179994,
+                1.0054336883537112,
+                0.9439031440238868,
+                0.9948632401641084,
+                0.9178338997823589,
+                0.985985091605607,
+                0.8980699861250137,
+                0.9786895246049818,
+                0.8844782943097348,
+                0.9763567999689986,
+                0.8891258733016062,
+                0.9893411781237217,
+                0.8987381436886754,
+                1.0077858282578576,
+                0.8950579121384119,
+                1.0348131829708704,
+                0.8802295332034641,
+                1.0573036237099012,
+                0.8816011636092593,
+                1.0741826778133243,
+                0.8914978392878847,
+                1.076897441410801,
+                0.911788092656148,
+                1.0751351512562335,
+                0.9265647791225483,
+                1.0763970425573648,
+                0.9407369624799463,
+                1.075053685265128,
+                0.9417913276181705,
+                1.0697018034326975,
+                0.9523523099253108,
+                1.0619584342897572,
+                0.9687246728261701,
+                1.0496115620329747,
+                0.9819961763171552,
+                1.0437880565787132,
+                0.9902261296333055,
+                1.036776335171439,
+                1.0167686539675216,
+                1.02719908329187,
+                1.0393897565193124,
+                1.0151559172418654,
+                1.0633025125446949,
+                1.0021468886253628,
+                1.0845540064051982,
+                0.9949848743518965,
+                1.0934858712212507,
+                0.9936750833266651,
+                1.0939158617327953,
+                0.9887264840502932,
+                1.07687069654482,
+                0.9849073877892529,
+                1.0495601673985115,
+                0.968536122796128,
+                1.0302608877871398,
+                0.9595525737715221,
+                1.0250582586535266,
+                0.9494218117785129,
+                1.0314076443737552,
+                0.9369730450579224,
+                1.0282406198941436,
+                0.927613615345622,
+                1.0110472572993734,
+                0.9191954706340935,
+                0.9917321431280843,
+                0.9152228948941693,
+                0.9841156236614271,
+                0.9187162282547586,
+                0.9920089857228521
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 1367573,
+    "cert_evals": {
+        "36": 0.6682242751121521,
+        "72": 0.630841076374054,
+        "108": 0.5934579372406006,
+        "255": 0.4112149477005005
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/libras/fold_3/result.json b/UCI_N6/ldlt/runs/libras/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ae15164db031f08e4ae14dfab621ef5d9fd86332
--- /dev/null
+++ b/UCI_N6/ldlt/runs/libras/fold_3/result.json
@@ -0,0 +1,210 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.8666666666666667,
+    "test_acc": 0.6933333333333334,
+    "train_size": 90,
+    "val_size": 45,
+    "test_size": 225,
+    "stats": {
+        "mean": [
+            [
+                0.09026950530000002,
+                -0.03347233166666681,
+                0.08805549977777775,
+                -0.03405123534444449,
+                0.08708464222222234,
+                -0.03423331444444434,
+                0.08310377777777779,
+                -0.037732521111111056,
+                0.07844351111111113,
+                -0.04188870111111114,
+                0.07671959222222215,
+                -0.04202225133333326,
+                0.08212408711111117,
+                -0.0449390454444444,
+                0.0878047777777778,
+                -0.05257811300000004,
+                0.09755105444444442,
+                -0.051445295555555555,
+                0.10336957555555559,
+                -0.05607170222222236,
+                0.10687409668888889,
+                -0.05782803755555547,
+                0.10272375744444447,
+                -0.057026167999999905,
+                0.10213378411111111,
+                -0.044367474444444326,
+                0.09731909555555555,
+                -0.04350549444444442,
+                0.08865874400000001,
+                -0.06280649233333332,
+                0.08169131444444443,
+                -0.08661213244444435,
+                0.07810773555555556,
+                -0.1112553797777778,
+                0.07463555555555558,
+                -0.1263340871111112,
+                0.06639933666666666,
+                -0.1465535255555555,
+                0.05377655111111114,
+                -0.1640056500000001,
+                0.04418829777777779,
+                -0.17093437533333333,
+                0.02842860777777779,
+                -0.16408909622222206,
+                0.016942645555555583,
+                -0.16675064855555574,
+                0.0073328979777777265,
+                -0.1588536488888888,
+                0.00373534444444446,
+                -0.1495966028888889,
+                0.0037222849777777105,
+                -0.1322372677777777,
+                -0.0027955453333333665,
+                -0.10401365777777777,
+                -0.014766566666666684,
+                -0.0861462788888889,
+                -0.025277220000000013,
+                -0.07635618999999995,
+                -0.03186592444444443,
+                -0.07135788,
+                -0.030484778888888852,
+                -0.06502929344444444,
+                -0.022410275666666677,
+                -0.05761954077777779,
+                -0.016950835555555564,
+                -0.03907689404444446,
+                -0.011996154444444438,
+                -0.029193174444444425,
+                -0.010071146111111135,
+                -0.02858531444444451,
+                -0.007421466666666659,
+                -0.023952365555555542,
+                -0.009688820900000063,
+                -0.01668311955555556,
+                -0.005838026666666681,
+                -0.0015534499999999242,
+                -0.005162895555555574,
+                -0.0012964042222222037,
+                -0.001906099777777802,
+                0.003737124444444456,
+                -0.003503918111111117,
+                0.001677034444444477,
+                -0.007449703600000025,
+                -0.0018753644444445127,
+                -0.012184628888888922,
+                0.0026639691111110986,
+                -0.016971600444444422,
+                0.007810784999999998,
+                -0.020134840000000025,
+                0.010748244444444445
+            ]
+        ],
+        "std": [
+            [
+                0.9926513732856214,
+                0.9922740467464981,
+                0.9964342900718223,
+                0.9915656502494293,
+                1.0031269607060127,
+                0.9916453686089172,
+                1.0081725642875177,
+                0.9907693657057502,
+                1.0084903680397026,
+                0.9923185425628301,
+                1.0128792801232473,
+                0.9902737219168581,
+                1.010792816435926,
+                0.9888655842110828,
+                1.0031758362749574,
+                0.9854298441685992,
+                0.9890882368719963,
+                0.9804285773312239,
+                0.9730772918992427,
+                0.9745141433518287,
+                0.9567259704295461,
+                0.9768662669607254,
+                0.9493774355368427,
+                1.0038706259343744,
+                0.9377382291600974,
+                1.0496602487376752,
+                0.9305872026550348,
+                1.0503150154169958,
+                0.9307025386159513,
+                1.0392640335949292,
+                0.9406209149566932,
+                1.0233939080464391,
+                0.9494506124739838,
+                1.012079221518538,
+                0.9489390893774563,
+                1.0141082199450873,
+                0.9442671255914099,
+                1.0105514136076659,
+                0.9468901507686455,
+                1.0026766110539935,
+                0.9613592957699403,
+                0.985068403868737,
+                0.9800073579280031,
+                0.975436460339431,
+                1.0032379235377316,
+                0.9551918013742791,
+                1.028917517888183,
+                0.9387713484170384,
+                1.0523789652036324,
+                0.9234035510206958,
+                1.070132196612977,
+                0.9175395296994716,
+                1.0842267579309721,
+                0.9236823939192144,
+                1.0897183483523363,
+                0.9433433068622874,
+                1.086396588028764,
+                0.9587574522789919,
+                1.0791277022520895,
+                0.9570482720019563,
+                1.0581187757889448,
+                0.9635751628260921,
+                1.0294739845645628,
+                0.9733935507031055,
+                1.0038087220203096,
+                0.976159293071053,
+                0.9795623017359278,
+                0.9735603509166184,
+                0.9585371109226899,
+                0.9664985333557078,
+                0.9486892392383033,
+                0.9697532879719861,
+                0.9467364294702475,
+                0.9789250453647614,
+                0.945107639018188,
+                0.9917430005321338,
+                0.9508272395661652,
+                0.9771349829809848,
+                0.9547821795258222,
+                0.9594346199487507,
+                0.9622256316466118,
+                0.9685833725709367,
+                0.9607418125919945,
+                0.9665777543918542,
+                0.9594116876542311,
+                0.9632493733809626,
+                0.9562909158066344,
+                0.9622547186764627,
+                0.9546903734091414,
+                0.9522119089089927
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 90,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 180,
+    "parameters": 1367573,
+    "cert_evals": {
+        "36": 0.6533333659172058,
+        "72": 0.6222222447395325,
+        "108": 0.5955555438995361,
+        "255": 0.4444444477558136
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/low-res-spect/fold_0/result.json b/UCI_N6/ldlt/runs/low-res-spect/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..81b92f052e3303882e014ebb687ca6c2a4e3a8cf
--- /dev/null
+++ b/UCI_N6/ldlt/runs/low-res-spect/fold_0/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.9024390243902439,
+    "test_acc": 0.8512658227848101,
+    "train_size": 133,
+    "val_size": 82,
+    "test_size": 316,
+    "stats": {
+        "mean": [
+            [
+                0.024469110902255578,
+                0.005587958646616302,
+                0.01128199067669173,
+                -0.06037009248120303,
+                -0.05151846172932332,
+                -0.024907055639097758,
+                -0.0322428857142857,
+                -0.07194005187969929,
+                -0.07847493984962406,
+                -0.07729481917293234,
+                -0.0773144627819549,
+                -0.07946655714285718,
+                -0.08317833781954889,
+                -0.08108707368421056,
+                -0.051557367819548866,
+                -0.021992530075187956,
+                0.014977627969924827,
+                0.04699444218045112,
+                0.04272368962406013,
+                0.05729708105263157,
+                0.07787030999999998,
+                0.07839934406015038,
+                0.09192532827067672,
+                0.07718017969924812,
+                0.0731354135338346,
+                0.07884905857142857,
+                0.07964327293233082,
+                0.05894142315789478,
+                0.062022699022556374,
+                0.07031742661654138,
+                0.043068441142857156,
+                0.04871273007518795,
+                0.04621051263157891,
+                0.06354882256390976,
+                0.0722840044360902,
+                0.038285738646616524,
+                0.02072807609022559,
+                0.04804389000000004,
+                0.0138044796992481,
+                -0.018880903210526323,
+                0.011148169654135377,
+                0.02407343864661653,
+                3.409736842104958e-05,
+                0.014395889473684208,
+                0.012942278195488701,
+                0.003991518496240605,
+                0.004891412781954892,
+                -0.0026670207518796982,
+                0.0021274761654135233,
+                0.004516233834586465,
+                -0.017067495330827086,
+                0.05021997804511279,
+                0.05085938015037594,
+                0.049456287593984995,
+                0.04968600586466166,
+                0.038087282105263166,
+                0.0031582917293233393,
+                0.021881782706766925,
+                0.006666542857142849,
+                -0.009844528496240594,
+                0.009452689842105257,
+                -0.006844017293233067,
+                -0.0035632469924812256,
+                -0.013377724812030098,
+                -0.0006018690977443607,
+                -0.018097159398496255,
+                -0.011943087969924802,
+                -0.03201817045112783,
+                0.003904128195488711,
+                -0.007856270676691717,
+                -0.008680359248120318,
+                0.014900510601503778,
+                0.004884186917293262,
+                0.009004930977443638,
+                0.005372908571428565,
+                0.007624029323308276,
+                -0.002930867593984958,
+                -0.006319933082706782,
+                0.00469686285714285,
+                -0.008532866616541344,
+                0.0019344359398495853,
+                -0.004738761654135335,
+                0.0044714904511278155,
+                -0.001649885714285715,
+                -0.00984493360902256,
+                -0.01978030300751879,
+                -0.00966449759398497,
+                -0.010639091127819557,
+                -0.00729790171428571,
+                -0.01663022781954888,
+                -0.014927266917293243,
+                -0.0048786105263157985,
+                -0.023854766390977448,
+                -0.002417377293233085,
+                -0.018055805503759383,
+                -0.035139856165413506,
+                -0.003715027067669185,
+                -0.023457403157894727,
+                -0.028482144812030083,
+                -0.012900542255639115
+            ]
+        ],
+        "std": [
+            [
+                1.017393269930814,
+                0.9859850544384411,
+                0.6351269169990451,
+                0.9218499349108917,
+                0.9397831881819683,
+                0.9559682118638801,
+                0.9438724801654544,
+                0.9693197875856094,
+                0.9713955988615406,
+                0.9774390189841138,
+                0.9920460008560096,
+                0.9991906740103633,
+                1.0018878985632447,
+                1.0231730392212295,
+                1.0116746756260164,
+                1.0108766947238579,
+                0.9897047919639949,
+                0.9656545067924569,
+                0.9779229908137462,
+                0.9930910566294954,
+                0.9769947826741521,
+                0.9930680515190659,
+                0.9847812255306415,
+                0.9945404262409027,
+                1.0133003340234725,
+                1.010622334528224,
+                0.9790643689216147,
+                0.9695036033277806,
+                0.9691086110146303,
+                0.9709469151594099,
+                0.9509962741361917,
+                0.9459390595619844,
+                0.9682759104651395,
+                0.9693952498748859,
+                0.9565179833606766,
+                1.0087728224509616,
+                1.0339412420571243,
+                0.9797879106089201,
+                1.046812274765615,
+                1.017780178031687,
+                0.9666275571579879,
+                1.0256130258535934,
+                1.0669421863085269,
+                1.0402013313577008,
+                1.0594653822910898,
+                1.0511922704716143,
+                1.0356545195251559,
+                1.0641512050185258,
+                1.0747163688005084,
+                1.0935617174093786,
+                1.07443136746114,
+                1.0136851672908218,
+                0.997280326392972,
+                0.9783984688090382,
+                1.0042883048291307,
+                1.0487180616841298,
+                1.0824392363653417,
+                1.0689163006997184,
+                1.07508445719523,
+                1.094579375466917,
+                1.0691245108180063,
+                1.0218590639920084,
+                1.0406528766233436,
+                1.0483992179501052,
+                1.0151157130662107,
+                0.9890602540733745,
+                1.0033195884602837,
+                0.9979416719998978,
+                0.9549270557055792,
+                0.9629229016162045,
+                0.9687018168255607,
+                0.9641140507904243,
+                0.9578638967395385,
+                0.9634794979402529,
+                0.9643850012759382,
+                0.9632020577312645,
+                0.9577176582123652,
+                0.9571989614345542,
+                0.9564290236354037,
+                0.9456491144494708,
+                0.9478771903690641,
+                0.9493390272820802,
+                0.9470489606741441,
+                0.9627884351729016,
+                0.9803995592284533,
+                0.9681002662445597,
+                0.9719751368852133,
+                0.9739709130127491,
+                0.9720839287368537,
+                0.9671210605802054,
+                0.9711011471027048,
+                0.9845527475390607,
+                0.9825803050843526,
+                1.0038184387573925,
+                0.979717500002443,
+                0.9649405988529449,
+                0.9876179722405718,
+                0.9748242307388256,
+                0.9872212806368876,
+                0.982676241489978
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 781455,
+    "cert_evals": {
+        "36": 0.8259493708610535,
+        "72": 0.7784810066223145,
+        "108": 0.7310127019882202,
+        "255": 0.5759493708610535
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/low-res-spect/fold_1/result.json b/UCI_N6/ldlt/runs/low-res-spect/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bf26970b835d97046dbce1f6aebcd03e7512cc92
--- /dev/null
+++ b/UCI_N6/ldlt/runs/low-res-spect/fold_1/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8115942028985508,
+    "test_acc": 0.7963525835866262,
+    "train_size": 133,
+    "val_size": 69,
+    "test_size": 329,
+    "stats": {
+        "mean": [
+            [
+                0.1530652789473686,
+                -0.009363782556390993,
+                0.05088392255639105,
+                0.09471572902255651,
+                0.08876052902255634,
+                0.12944444736842103,
+                0.10373392857142849,
+                -0.02023532421052626,
+                -0.029163837593984988,
+                -0.026313689849624053,
+                -0.02965288872180454,
+                -0.034014545112781965,
+                -0.03632338819548872,
+                -0.014735644736842088,
+                0.01785539338345867,
+                0.042751381052631564,
+                0.08679215699248122,
+                0.10001419052631579,
+                0.1017368892481203,
+                0.1075867052631579,
+                0.10462587691729323,
+                0.0953443353383458,
+                0.1062469197894737,
+                0.10487969082706766,
+                0.1025905135338346,
+                0.08913448766917297,
+                0.09933672556390981,
+                0.10743754187969931,
+                0.11109795225563905,
+                0.10047740721804511,
+                0.08384493444360905,
+                0.08902717887218042,
+                0.08559397548872186,
+                0.06289796500751879,
+                0.060330664586466215,
+                0.046363331127819554,
+                0.07722293548872182,
+                0.0516131944360902,
+                -0.022730849022556402,
+                -0.028101030902255634,
+                -0.013324536090225563,
+                -0.09062933308270675,
+                -0.0771601732330827,
+                -0.06511450924812032,
+                -0.12265796165413538,
+                -0.08916524360902257,
+                -0.07463184060150373,
+                -0.05617420278195486,
+                -0.030201605263157905,
+                -0.07578766255639095,
+                -0.059237725210526344,
+                0.1091188300225564,
+                0.09946399218045113,
+                0.08242898984962406,
+                0.03451749195488724,
+                0.014174642255639086,
+                -0.049911600902255625,
+                -0.08932375545864665,
+                -0.07350661661654141,
+                -0.06060752706766915,
+                -0.0945347070225564,
+                -0.07166026834586467,
+                -0.08000871849624057,
+                -0.06738826315789478,
+                -0.0653453539849624,
+                -0.06987513011278194,
+                -0.07700414037593982,
+                -0.0684724142857143,
+                -0.06314225375939844,
+                -0.06643927654135334,
+                -0.056201902105263185,
+                -0.045947005037593976,
+                -0.033031945488721806,
+                -0.04689342698496246,
+                -0.051469952631578955,
+                -0.03478667669172926,
+                -0.032341004661654134,
+                -0.056062630977443614,
+                -0.05649333834586465,
+                -0.039601220375939813,
+                -0.037854870451127794,
+                -0.045860515789473665,
+                -0.05729389000000003,
+                -0.0682322045112782,
+                -0.058773774210526354,
+                -0.06832082496240602,
+                -0.0708990614285714,
+                -0.0600364096992481,
+                -0.07209753969172931,
+                -0.0762365472180451,
+                -0.0768351112781955,
+                -0.07007685624060155,
+                -0.08927176834586463,
+                -0.0882228510300752,
+                -0.07869736499248121,
+                -0.0844527432330827,
+                -0.07372521428571428,
+                -0.09207066969172933,
+                -0.08798474277443606,
+                -0.09338331523308271
+            ]
+        ],
+        "std": [
+            [
+                0.9744553382107187,
+                0.9677597969434724,
+                1.777310974913784,
+                0.9984082294697983,
+                0.9969586292153921,
+                1.0583440616051412,
+                1.0566345380560944,
+                0.9857375895494132,
+                1.0026115267211986,
+                1.0074187005868174,
+                0.9914187021756643,
+                0.9940673441835514,
+                0.98310153446628,
+                0.9642872316677437,
+                0.9316107906957257,
+                0.8392466954824206,
+                0.8182299587971944,
+                0.8347678474815514,
+                0.8515903298166666,
+                0.8799721558505285,
+                0.89007089287234,
+                0.8866071634453673,
+                0.8820893100565611,
+                0.8826542910069028,
+                0.8881722225389,
+                0.8787089402752493,
+                0.8964119629138864,
+                0.879494453663738,
+                0.8784873894639735,
+                0.886681676346154,
+                0.9222856861284946,
+                0.9332670529570117,
+                0.9776036297075393,
+                0.9305127026487992,
+                0.9359011475452199,
+                0.9633874454328895,
+                0.9527398490690858,
+                0.965465879462667,
+                1.0188818420464785,
+                0.9828227999977308,
+                0.9531229051081205,
+                0.8713338836905145,
+                0.9153495157969829,
+                0.9223417239665608,
+                0.8942885354612832,
+                0.8998020432065605,
+                0.9315570163515208,
+                0.9082683584325931,
+                0.9187746260543722,
+                0.893070795181221,
+                0.9468936674390013,
+                0.9056643525291117,
+                0.9110446769794468,
+                0.9379974540127038,
+                0.9647664124557613,
+                1.0085574939350006,
+                0.9275642673326407,
+                0.8504043471913983,
+                0.9142116919528667,
+                0.8800039098256741,
+                0.8415645024254653,
+                0.8409729112787964,
+                0.8399221552071359,
+                0.8651820522167459,
+                0.8672852422573245,
+                0.8259267130126927,
+                0.8390487632459173,
+                0.8180961860126535,
+                0.8777786937858696,
+                0.8683920376045541,
+                0.8383842635930155,
+                0.8430069272476867,
+                0.8666946932557273,
+                0.8486025752416404,
+                0.8592189394385275,
+                0.8740498203324533,
+                0.8491655645886534,
+                0.8344601422755191,
+                0.8287917280777043,
+                0.8272025037471293,
+                0.8136865464598907,
+                0.8270386668301318,
+                0.80191790451096,
+                0.7804539659801455,
+                0.7882991571441237,
+                0.778040195581798,
+                0.7589918746851501,
+                0.7570902805838913,
+                0.7293901823605933,
+                0.7351310134454143,
+                0.7408556555784315,
+                0.725678505691747,
+                0.6990444825351154,
+                0.6919872173073935,
+                0.7125567265129449,
+                0.7086783958233831,
+                0.6708513004398178,
+                0.6871596422451152,
+                0.6809238754969238,
+                0.6885319279117135
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 781455,
+    "cert_evals": {
+        "36": 0.7629179358482361,
+        "72": 0.7416413426399231,
+        "108": 0.7082067131996155,
+        "255": 0.6048632264137268
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/low-res-spect/fold_2/result.json b/UCI_N6/ldlt/runs/low-res-spect/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8195a3603f4caf743582def07f52e0e41996327
--- /dev/null
+++ b/UCI_N6/ldlt/runs/low-res-spect/fold_2/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 51,
+    "best_val_acc": 0.8404255319148937,
+    "test_acc": 0.8881578947368421,
+    "train_size": 133,
+    "val_size": 94,
+    "test_size": 304,
+    "stats": {
+        "mean": [
+            [
+                -0.13586325413533815,
+                -0.0618193278195488,
+                -0.04310375263157894,
+                -0.004718533834586481,
+                0.01244425488721805,
+                -0.025889947368421044,
+                -0.03012266992481201,
+                -0.06166973518796993,
+                -0.058414011278195524,
+                -0.04856861338345865,
+                -0.053738878195488775,
+                -0.0494522635338346,
+                -0.033144374736842064,
+                -0.01673198932330828,
+                0.00380962645112784,
+                0.03076035639097744,
+                0.08222181203007521,
+                0.08607955939849626,
+                0.08385189150375942,
+                0.08648061872180456,
+                0.08489306466165417,
+                0.08092049669172934,
+                0.08067010932330827,
+                0.07488779000000001,
+                0.07012468195488719,
+                0.07198337165413535,
+                0.04773527819548873,
+                0.050869944360902274,
+                0.03545853684210525,
+                0.016283467669172918,
+                0.004097258646616531,
+                0.010401111278195502,
+                -0.01792126090225564,
+                -0.002418199992481197,
+                0.024459281879699275,
+                0.025849884210526343,
+                0.037459733984962384,
+                0.006547264984962439,
+                -0.010970754511278193,
+                0.04163085169924812,
+                0.02889156383458647,
+                0.030891175112781943,
+                0.028361738345864675,
+                0.02267998270676693,
+                -0.025261697518796977,
+                -0.0006612544360902128,
+                0.015497131578947396,
+                0.0313857212706767,
+                0.03935556884962408,
+                0.020145579699248115,
+                0.01561868073684209,
+                0.07393228112781952,
+                0.04280226511278196,
+                0.015148240601503748,
+                -0.02417430518796993,
+                0.02045143834586462,
+                -0.006660919548872173,
+                0.012737768827067671,
+                0.005639975112781977,
+                0.025091721879699245,
+                0.0078095799248120235,
+                -0.0012346056390977465,
+                -0.00859317037593985,
+                -0.006910761654135332,
+                0.0007964472932330711,
+                -0.013898008308270668,
+                -0.00025283060150373826,
+                -0.016696168195488716,
+                -0.01286229004511279,
+                -0.012526450751879697,
+                -0.030305314661654148,
+                -0.022196533157894733,
+                -0.014210327067669165,
+                -0.022408989473684207,
+                -0.032924627819548864,
+                -0.03237249348120299,
+                -0.020712286992481198,
+                -0.029102100751879693,
+                -0.03426806187969925,
+                -0.0444582919548872,
+                -0.05113502075187971,
+                -0.02233855496240602,
+                -0.032802209022556386,
+                -0.05755775917293232,
+                -0.047944335338345884,
+                -0.049902552481203004,
+                -0.045151886090225545,
+                -0.03859559834586468,
+                -0.05805407509774432,
+                -0.04678762857142857,
+                -0.04049555030075189,
+                -0.03414902180451127,
+                -0.04661476240601504,
+                -0.059792844360902264,
+                -0.045702631368421086,
+                -0.04080758105263156,
+                -0.05423186360902256,
+                -0.061008449345864635,
+                -0.04793841503759399,
+                -0.03687203282706768
+            ]
+        ],
+        "std": [
+            [
+                1.0650127556320446,
+                1.0066608520484202,
+                0.4156979395941612,
+                1.0111846623477019,
+                1.0239930605317062,
+                0.9684176798741715,
+                0.9492043006836792,
+                0.9787734675960276,
+                0.988203812821042,
+                0.9943574947885739,
+                0.9813196660052181,
+                0.9835335096862478,
+                0.9989723824774754,
+                1.0098341686716865,
+                1.0089678435680955,
+                1.006897414092789,
+                1.0014680482759133,
+                0.9969246326169929,
+                1.003048211475138,
+                0.9963037789822996,
+                0.9898134995117452,
+                0.9862762846232758,
+                0.9696634183119972,
+                0.9719462993345181,
+                0.9829041377072096,
+                0.9970195508702976,
+                0.9730130647207035,
+                0.9951471045673186,
+                1.000240668580986,
+                0.9831852201961157,
+                0.9993734243431007,
+                0.9862173484627466,
+                1.0050828113211423,
+                0.9769241582086713,
+                0.9707777014896144,
+                0.9086079382002629,
+                0.9264498134320229,
+                0.8898792590804552,
+                0.9013370080430921,
+                0.9668210661261372,
+                1.0273237339044736,
+                1.0647338020747121,
+                1.0837400905988852,
+                1.0895012361342458,
+                0.9942055646868553,
+                1.0030736971903318,
+                1.0609720074331763,
+                1.062673419595116,
+                1.0433128230210706,
+                1.0685942775734432,
+                1.0659683471227248,
+                0.9465620323080091,
+                0.9666073282199529,
+                0.9823564017132853,
+                0.9338971590735567,
+                0.9507680860369068,
+                0.9776613927510699,
+                1.0598523929295665,
+                1.0562343768456484,
+                1.0489211645884213,
+                1.0066351241778364,
+                0.9808309075924808,
+                0.9798741552856448,
+                0.9697984887288765,
+                0.983702693591976,
+                0.9640382228774541,
+                0.9492112764984969,
+                0.9447960904251254,
+                0.9458208100097997,
+                0.9393657515269506,
+                0.9219232080989007,
+                0.9287988887010107,
+                0.9255985041358817,
+                0.9022261222236313,
+                0.919866535230441,
+                0.9212084221960762,
+                0.9055005820857147,
+                0.9052992836968272,
+                0.8965515106580905,
+                0.9021371283357683,
+                0.8931093485275595,
+                0.8894800077414449,
+                0.875828335944702,
+                0.8768265814954874,
+                0.8758047501041376,
+                0.8679342278962235,
+                0.8563653918115903,
+                0.8447870748154496,
+                0.8533573385243273,
+                0.8580903767160212,
+                0.8449284057138841,
+                0.8368868316325839,
+                0.8375542445936696,
+                0.8372449278647315,
+                0.8325101772382546,
+                0.8345010300544318,
+                0.835506482915972,
+                0.8231852532778424,
+                0.8212941968447315,
+                0.8516404740029587
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 781455,
+    "cert_evals": {
+        "36": 0.8519737124443054,
+        "72": 0.8157894611358643,
+        "108": 0.7763158082962036,
+        "255": 0.6052631735801697
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/low-res-spect/fold_3/result.json b/UCI_N6/ldlt/runs/low-res-spect/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2035e46356fd1659a31210e2e15efa5baaa03f43
--- /dev/null
+++ b/UCI_N6/ldlt/runs/low-res-spect/fold_3/result.json
@@ -0,0 +1,230 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.8888888888888888,
+    "test_acc": 0.8506493506493507,
+    "train_size": 133,
+    "val_size": 90,
+    "test_size": 308,
+    "stats": {
+        "mean": [
+            [
+                0.10493862744360913,
+                0.0936277362406016,
+                -0.0037778827819548765,
+                -0.03855023533834586,
+                -0.02125209138345864,
+                -0.04543471105263157,
+                -0.04156411240601502,
+                0.01708999368421052,
+                0.01226467932330826,
+                0.008226878796992469,
+                -0.0025615368421052433,
+                -0.018209970902255675,
+                -0.022531850601503787,
+                -0.047815336466165384,
+                -0.04824461954887216,
+                -0.04206402887218042,
+                -0.02118501894736845,
+                -0.0029625436842105487,
+                0.01991662105263155,
+                0.02359305000000002,
+                0.0402974844360902,
+                0.02456900902255638,
+                0.02643880670676695,
+                0.01608115548872179,
+                0.022838549624060137,
+                0.021608356240601513,
+                0.0155475280451128,
+                0.0207188052631579,
+                0.0194884992481203,
+                0.035869669473684244,
+                0.023877902255639096,
+                0.02819542037593984,
+                0.011200890977443602,
+                0.0551807004511278,
+                0.04744355939849627,
+                0.06211426172932332,
+                0.06588056992481206,
+                0.07162352157894733,
+                0.08258311954887225,
+                0.064603631774436,
+                0.07408918799999994,
+                0.07613642842105264,
+                0.06256042105263157,
+                0.050916241353383455,
+                0.04188059195488719,
+                0.06601848721804507,
+                0.08979577601503759,
+                0.04491898714285714,
+                0.05555289037593983,
+                0.08533037067669177,
+                0.1070483993233083,
+                0.02408604115037597,
+                0.03420398706766918,
+                0.0032010017293233246,
+                0.029893602556390973,
+                0.09153908646616546,
+                0.11421593466165411,
+                0.07139292911278192,
+                0.08337384052631581,
+                0.06448526315789473,
+                0.04947902714285716,
+                0.017647485338345863,
+                -0.0008786248120300822,
+                -0.015028007622556393,
+                -0.005325834736842084,
+                -0.018705311578947382,
+                -0.027164074135338317,
+                -0.029699412736842082,
+                -0.03217006824060152,
+                -0.03655872067669175,
+                -0.05774721052631579,
+                -0.04586767902255643,
+                -0.04562037030075189,
+                -0.07277231285714282,
+                -0.054276041203007504,
+                -0.034596221676691734,
+                -0.054279020075187985,
+                -0.060108875413533845,
+                -0.05830179338345861,
+                -0.06900260458646613,
+                -0.06369796345864664,
+                -0.050903367669172896,
+                -0.06467745977443612,
+                -0.039303367142857155,
+                -0.05294008157894737,
+                -0.05645630721804513,
+                -0.029166729631578958,
+                -0.04837335909774438,
+                -0.057497763834586456,
+                -0.046163446466165416,
+                -0.046505692105263174,
+                -0.042113237368421055,
+                -0.047567896992481186,
+                -0.03315349614285714,
+                -0.04929982421052632,
+                -0.046727424661654124,
+                -0.04073674195488724,
+                -0.040684289624060156,
+                -0.04322478375939848,
+                -0.03915163230075189
+            ]
+        ],
+        "std": [
+            [
+                1.085273555336867,
+                1.0600160276531263,
+                0.5674366488770868,
+                1.0538936578762175,
+                1.0736216450711755,
+                1.0086568899549089,
+                1.0107145864607423,
+                0.9639829575234186,
+                0.9684391767243656,
+                0.9700338935541478,
+                0.9673544475161013,
+                0.9769837254042069,
+                0.9832042991536264,
+                0.9966940528369324,
+                1.0144584886010504,
+                1.0253444526714819,
+                1.044458899094195,
+                1.0437288549864745,
+                1.032355378351829,
+                1.0318246656034074,
+                1.0266339589652462,
+                1.0146406956988476,
+                1.0044468099155188,
+                1.025901708674945,
+                1.0091911104926408,
+                1.0132829244630681,
+                1.0135138926532963,
+                1.0124400641048181,
+                1.002468214234293,
+                0.9964174189277575,
+                1.0143810743935044,
+                1.016224305012167,
+                1.0394808957835124,
+                0.9841938243486714,
+                0.976043096972565,
+                0.9976075386689336,
+                1.0012751177529822,
+                0.9622637624799687,
+                1.0036628686765507,
+                1.0160940224228003,
+                1.0693721871548225,
+                1.0925110746781017,
+                1.0637453552419913,
+                1.112434336735407,
+                1.0720233742927996,
+                1.0887433013425338,
+                1.1365343727139479,
+                1.1082290562555606,
+                1.0534133646461585,
+                1.0636388960493586,
+                1.127374798190782,
+                1.0194494800051157,
+                1.0115614911992439,
+                0.9818412722460208,
+                0.9822209459756657,
+                1.005189728257075,
+                1.08403913325294,
+                1.085459527481645,
+                1.0752872906455573,
+                1.0795318572671038,
+                1.0523758463978325,
+                1.0153359772434278,
+                1.0026092291413942,
+                0.9950344482682812,
+                1.0022482399439303,
+                0.9810221193577394,
+                0.9883984901555372,
+                0.9708415174186519,
+                0.9316161962977328,
+                0.9305979660096333,
+                0.9093710872091209,
+                0.8961295852270974,
+                0.9009089691160881,
+                0.8750080609089094,
+                0.885858487783631,
+                0.8776260762487318,
+                0.8673876172449833,
+                0.8724100819567573,
+                0.8723912389263426,
+                0.8799174782922783,
+                0.8777004895430206,
+                0.8741256633416288,
+                0.8800181503826561,
+                0.8711684637095992,
+                0.8970805311242029,
+                0.90130116126784,
+                0.8913911258859273,
+                0.9120317859512505,
+                0.9060025721716157,
+                0.898262341874369,
+                0.9234492395195655,
+                0.9258258169182748,
+                0.9069694433482488,
+                0.9289092057679259,
+                0.9258785829559869,
+                0.9254000265308414,
+                0.931316640531728,
+                0.9258381499941104,
+                0.9377776810526488,
+                0.9431768651197908
+            ]
+        ]
+    },
+    "width": 384,
+    "in_features": 100,
+    "out_features": 9,
+    "depth": 6,
+    "padding": 200,
+    "parameters": 781455,
+    "cert_evals": {
+        "36": 0.8149350881576538,
+        "72": 0.7857142686843872,
+        "108": 0.7532467246055603,
+        "255": 0.5681818127632141
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lung-cancer/fold_0/result.json b/UCI_N6/ldlt/runs/lung-cancer/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a9ffd7b56ab243a50b26abd3e509a374c2f706b4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lung-cancer/fold_0/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.75,
+    "test_acc": 0.55,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.2121181,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.25413399999999997,
+                -0.4991070000000001,
+                -0.20667375000000004,
+                0.18207425,
+                0.1674343749999999,
+                0.18600550000000005,
+                0.25552725,
+                -0.39027892500000017,
+                0.254131375,
+                0.20814399999999994,
+                -0.11680949999999997,
+                4.999999999866223e-07,
+                4.999999999866223e-07,
+                -0.556826,
+                0.03246771249999994,
+                1.000000000070389e-06,
+                -0.15760575000000004,
+                1.000000000070389e-06,
+                -0.526415,
+                0.26887700000000003,
+                -0.5463909500000002,
+                0.3981490000000001,
+                -0.11073775000000001,
+                -0.0461445,
+                -0.08733862499999998,
+                -0.20931662499999998,
+                -0.20931662499999998,
+                -0.34491900000000003,
+                -0.30012262500000003,
+                0.530329625,
+                0.5840457499999999,
+                -0.2706785,
+                0.334991875,
+                -0.19773098749999996,
+                0.28412875,
+                -0.55909175,
+                -7.500000000632001e-07,
+                -0.176777,
+                -6.250000000040945e-07,
+                -0.2341686250000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.347985,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                0.06977162499999998,
+                0.12400250000000002,
+                0.15760662499999997,
+                0.0684115
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861638,
+                0.8040182621062347,
+                0.68534473627397,
+                0.7239840501975423,
+                0.9583948535512387,
+                0.8803408658477123,
+                1.0967323649565501,
+                1.2845975870016406,
+                1.26287547547214,
+                1.275192087344785,
+                1.0828786155044974,
+                0.8691968462812435,
+                0.9433006737973234,
+                0.9271293940653591,
+                0.8092773571506556,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                0.9842499957566675,
+                1.0919276973489076,
+                0.9842499957566675,
+                1.0,
+                0.5691037527613045,
+                0.8831049872737146,
+                1.061731,
+                0.8858950000009523,
+                1.1526351972973712,
+                0.9725553242070524,
+                1.0348836588388737,
+                1.0348836588388737,
+                1.3655263400268045,
+                0.9701424604483272,
+                0.7071057500002983,
+                0.9344725000001003,
+                1.0207927843497426,
+                0.9180330571660311,
+                0.6975292820538815,
+                0.7517340128236433,
+                0.7042730759798983,
+                0.6959722224846242,
+                1.0,
+                1.2187770455635987,
+                1.497375656357527,
+                1.0,
+                1.0,
+                1.0,
+                1.6688774326399765,
+                1.0,
+                1.0,
+                0.7383957883078252,
+                0.7383957883078252,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 344329,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lung-cancer/fold_1/result.json b/UCI_N6/ldlt/runs/lung-cancer/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c8b7d3383e772eae541772caf4b76740ff7b657c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lung-cancer/fold_1/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.2,
+    "train_size": 8,
+    "val_size": 4,
+    "test_size": 20,
+    "stats": {
+        "mean": [
+            [
+                -0.176777,
+                -1.2499999999804334e-06,
+                0.3333284,
+                0.22119374999999997,
+                -0.34205175000000004,
+                -0.08471187499999999,
+                -0.332738375,
+                0.28934212499999995,
+                0.18207425,
+                0.1674343749999999,
+                0.37201150000000005,
+                0.54755725,
+                -0.0780548750000001,
+                0.254131875,
+                0.20814499999999997,
+                -0.584046,
+                0.372012,
+                0.372012,
+                0.037120499999999945,
+                0.03246771249999994,
+                0.2841295000000001,
+                0.15760662499999994,
+                -0.2841274999999999,
+                -0.14356812499999994,
+                0.483978,
+                -0.5463909500000002,
+                0.6635817500000001,
+                0.33220974999999997,
+                0.13842525,
+                0.26201350000000007,
+                -0.627947875,
+                -0.627947875,
+                -0.7391125000000001,
+                0.21437324999999996,
+                1.2499999998971667e-07,
+                -0.11680875,
+                -0.09022612500000005,
+                -0.23927749999999992,
+                0.06591022500000003,
+                0.28412875,
+                0.050826124999999986,
+                -7.50000000007689e-07,
+                0.176776375,
+                1.2499999998971667e-07,
+                -0.8586173750000001,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                -0.69597,
+                0.0,
+                0.0,
+                0.06977162499999998,
+                -0.20931575000000002,
+                -0.3720145,
+                0.15760662499999997,
+                0.615692
+            ]
+        ],
+        "std": [
+            [
+                1.0,
+                0.8745283537861637,
+                0.6748704785505882,
+                0.68534473627397,
+                0.7239840501975423,
+                0.8125185082212646,
+                1.0389725707942121,
+                0.6403537411098333,
+                1.2845975870016406,
+                1.26287547547214,
+                1.2338234677314055,
+                1.0010303391915438,
+                0.7486887534635199,
+                0.6561671321123982,
+                0.6449175678604204,
+                1.0,
+                1.0,
+                1.0,
+                1.0287455149777083,
+                0.963139848525996,
+                0.7517333513858155,
+                0.8339735544200334,
+                1.100424948682894,
+                1.0129176214682314,
+                1.0,
+                0.8831049872737147,
+                1.0280166202880368,
+                0.7672062760475096,
+                0.9766487648315219,
+                1.1975188335072229,
+                1.080900755511744,
+                1.080900755511744,
+                1.5267048606832134,
+                0.822478277401104,
+                0.6846529246237537,
+                0.9047995916201208,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.054565000000008,
+                0.7517340128236433,
+                1.1319596096912465,
+                0.6959722224846243,
+                0.9354143054375608,
+                0.6723723872158637,
+                1.2092403856025213,
+                1.0,
+                1.0,
+                1.0,
+                1.2054554005437115,
+                1.39194,
+                0.98425,
+                0.7383957883078252,
+                0.9667870265020562,
+                0.9605327902178821,
+                0.8339735544200334,
+                1.0
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 344329,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lung-cancer/fold_2/result.json b/UCI_N6/ldlt/runs/lung-cancer/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5499d77c7c6692f127efb0c966fc7401fd53cfc4
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lung-cancer/fold_2/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.625,
+    "test_acc": 0.5,
+    "train_size": 8,
+    "val_size": 8,
+    "test_size": 16,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -0.22580399999999995,
+                -0.3939341,
+                -0.4866262499999999,
+                0.20522875000000002,
+                -0.08471187499999998,
+                0.166368,
+                -0.04133512500000004,
+                -0.303458,
+                -0.27905975000000005,
+                -0.186006,
+                -0.32853374999999996,
+                0.23417107499999992,
+                -0.25413399999999997,
+                0.04162699999999995,
+                -0.3504277499999999,
+                0.372012,
+                5.000000000143778e-07,
+                0.037120499999999945,
+                0.03246771249999997,
+                -0.2841274999999999,
+                0.47281899999999993,
+                0.2841295000000001,
+                0.04785500000000001,
+                0.2688775,
+                -0.23416595000000007,
+                0.13271625000000004,
+                0.11073562499999999,
+                0.32299500000000003,
+                -0.08733862499999998,
+                -0.06977312500000003,
+                -0.06977312500000003,
+                0.24637075000000005,
+                -0.12862400000000002,
+                -0.35355349999999997,
+                -0.350427,
+                0.27067862499999995,
+                -0.62212375,
+                0.593192725,
+                0.28412875,
+                0.6607445000000001,
+                -0.20091262500000007,
+                0.176776375,
+                0.25413225,
+                0.07805589999999993,
+                0.7178385,
+                0.7623977500000001,
+                0.7623977500000001,
+                0.347985,
+                0.347985,
+                0.0,
+                -0.48840412499999997,
+                -0.48840412499999997,
+                -0.124006,
+                0.15760662499999994,
+                -0.47886900000000004
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                1.1948341428692102,
+                1.0773417243604047,
+                0.8486461065652968,
+                1.059804131102034,
+                0.8125185082212646,
+                0.8803404878832395,
+                0.920566504074317,
+                1.0,
+                0.7733489942365526,
+                0.7203981402946568,
+                0.5655146315423125,
+                0.9749224782092981,
+                0.9583948535512387,
+                0.8811270319533954,
+                0.6180957912261151,
+                1.0,
+                0.984249913856105,
+                1.0287455149777083,
+                0.963139848525996,
+                1.100424948682894,
+                1.0,
+                0.7517333513858155,
+                1.0658003128899194,
+                1.0315890948113742,
+                1.0355328887342052,
+                1.0280166202880368,
+                1.0621504008726752,
+                0.7148326632261567,
+                0.9725553242070524,
+                1.0809007555117442,
+                1.0809007555117442,
+                0.5214703075947253,
+                0.9548636855920851,
+                0.9842497172806299,
+                0.934473,
+                0.8654191884816481,
+                0.6631091564872164,
+                0.913279950038126,
+                0.7517340128236433,
+                0.8132235000004611,
+                1.3773654997805538,
+                0.9354143054375608,
+                1.01653000000083,
+                1.2488975000001081,
+                0.994665683287983,
+                1.7606829064560963,
+                1.7606829064560963,
+                0.9206817699808115,
+                0.9206817699808115,
+                0.98425,
+                1.5538907649834526,
+                1.5538907649834526,
+                0.9920339999999999,
+                0.8339735544200334,
+                1.0945610000000001
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 344329,
+    "cert_evals": {
+        "36": 0.3125,
+        "72": 0.1875,
+        "108": 0.1875,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lung-cancer/fold_3/result.json b/UCI_N6/ldlt/runs/lung-cancer/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fd7dfd03a3b19f911e1ff0cb301a0a988174fee
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lung-cancer/fold_3/result.json
@@ -0,0 +1,142 @@
+{
+    "best_epoch": 4,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.5294117647058824,
+    "train_size": 8,
+    "val_size": 7,
+    "test_size": 17,
+    "stats": {
+        "mean": [
+            [
+                0.5303301249999998,
+                -1.2499999999804334e-06,
+                -0.39393409999999995,
+                -0.48662574999999997,
+                0.20522875000000002,
+                0.25413137500000005,
+                0.166368,
+                0.12400349999999996,
+                0.18207425,
+                -0.055812250000000035,
+                0.18600550000000005,
+                -0.03650375000000001,
+                0.23417107499999992,
+                -0.08471287499999999,
+                -0.12489200000000006,
+                0.11680875,
+                4.999999999866223e-07,
+                5.000000000143778e-07,
+                -0.556826,
+                0.03246771249999994,
+                -0.28412749999999987,
+                -0.47281812500000003,
+                0.2841295000000001,
+                -0.334991875,
+                -0.16132500000000002,
+                -0.23416690000000004,
+                -0.13271649999999996,
+                -0.11073775000000001,
+                -0.41528250000000005,
+                -0.08733862499999998,
+                0.06977074999999999,
+                0.06977074999999999,
+                0.049274500000000054,
+                -0.814618375,
+                0.53032925,
+                0.35042749999999995,
+                -0.45113087499999993,
+                0.526415,
+                0.06591029999999999,
+                0.28412875,
+                -0.7623978749999999,
+                0.200909125,
+                -0.176777,
+                -0.508266375,
+                0.07805589999999987,
+                0.143568,
+                -0.254133,
+                -0.254133,
+                0.0,
+                0.0,
+                -0.2460625,
+                0.348859,
+                0.348859,
+                0.12400250000000004,
+                0.15760662499999994,
+                0.06841149999999997
+            ]
+        ],
+        "std": [
+            [
+                1.8708296030318634,
+                0.8745283537861637,
+                1.0773417243604047,
+                1.1050835007108908,
+                1.059804131102034,
+                0.9433006737973234,
+                0.8803404878832395,
+                0.9352965034364771,
+                1.2845975870016406,
+                1.2429866458078653,
+                1.275192087344785,
+                0.7002636005201451,
+                0.9749224782092981,
+                1.2564662193460912,
+                1.2349267641556725,
+                0.9047995916201208,
+                0.984249913856105,
+                0.984249913856105,
+                1.0,
+                0.963139848525996,
+                1.100424948682894,
+                1.2208122788934872,
+                0.7517333513858155,
+                0.5064579839368311,
+                0.8330825907525617,
+                0.826068984966516,
+                0.9194860179854557,
+                0.8858950000009523,
+                0.8851640178287581,
+                0.9725553242070524,
+                0.956663241117368,
+                0.956663241117368,
+                1.0429379694381398,
+                0.45374271193952453,
+                0.9999985416822804,
+                1.120393298613817,
+                1.0047163027130392,
+                0.7656924999999999,
+                1.0,
+                0.7517340128236433,
+                0.5378974467662115,
+                0.531557565187073,
+                1.0,
+                1.4149504831054103,
+                1.2488975000001081,
+                1.0,
+                1.0,
+                1.0,
+                1.39194,
+                1.0,
+                0.6510201819788307,
+                1.0,
+                1.0,
+                0.9605327902178821,
+                0.8339735544200334,
+                0.9479176319916991
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 56,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 112,
+    "parameters": 344329,
+    "cert_evals": {
+        "36": 0.1764705926179886,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lymphography/fold_0/result.json b/UCI_N6/ldlt/runs/lymphography/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4812c8f46d6650a4c089b6c14eaa3f41b63753d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lymphography/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.55,
+    "test_acc": 0.5054945054945055,
+    "train_size": 37,
+    "val_size": 20,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                0.11571070270270278,
+                0.027093891891891864,
+                -0.1061727567567567,
+                -0.22205799999999987,
+                0.12556329729729743,
+                0.06734324324324321,
+                0.05365567567567566,
+                0.1178617837837836,
+                -0.021548756756756857,
+                0.3392003783783783,
+                0.10699794594594601,
+                0.16341409189189185,
+                0.04434448648648651,
+                -0.18670452972972956,
+                0.26953127027027013,
+                0.028475135135135103,
+                0.04964567567567568,
+                0.039015189189189156
+            ]
+        ],
+        "std": [
+            [
+                0.9649959417614393,
+                0.9932963186135503,
+                0.8953249050860361,
+                1.0,
+                1.0617235061005919,
+                0.9934273444847499,
+                1.0837969821071396,
+                0.93550276827785,
+                1.0343414594594595,
+                0.9787865374391254,
+                0.967613635624315,
+                0.9191462546392654,
+                0.8904463864306404,
+                0.9446597120353613,
+                0.8244693349942901,
+                0.9863926362299982,
+                0.9592304425723344,
+                1.0431241983062185
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22282,
+    "cert_evals": {
+        "36": 0.04395604506134987,
+        "72": 0.010989011265337467,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lymphography/fold_1/result.json b/UCI_N6/ldlt/runs/lymphography/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2c33e8d3fd635195d3b5bb0cf17ca4ccbee180f2
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lymphography/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 44,
+    "best_val_acc": 0.8214285714285714,
+    "test_acc": 0.7108433734939759,
+    "train_size": 37,
+    "val_size": 28,
+    "test_size": 83,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027034,
+                0.08128264864864862,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.18834432432432444,
+                0.12121940540540535,
+                0.053655675675675654,
+                0.1178617837837837,
+                0.06464635135135137,
+                -0.08076164864864863,
+                0.05944235135135144,
+                0.00778283243243246,
+                0.15077297297297293,
+                -0.11202250000000004,
+                0.16519686486486485,
+                0.028475135135135117,
+                -0.08274070270270273,
+                0.08157664864864865
+            ]
+        ],
+        "std": [
+            [
+                0.9907038663718554,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0,
+                1.0873992856216566,
+                0.9875663650472953,
+                1.0837969821071396,
+                0.93550276827785,
+                1.1435074740788183,
+                0.8987462927541991,
+                0.9629278239378523,
+                0.8670760159672493,
+                1.0294219151090758,
+                0.8796063323575559,
+                0.8770711701884819,
+                0.9863926362299982,
+                1.050784302485063,
+                1.0667820327309758
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22282,
+    "cert_evals": {
+        "36": 0.20481926202774048,
+        "72": 0.048192769289016724,
+        "108": 0.024096384644508362,
+        "255": 0.012048192322254181
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lymphography/fold_2/result.json b/UCI_N6/ldlt/runs/lymphography/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e2fa43fb1c0946f9a8d12be109c6313eeeeb5c13
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lymphography/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.76,
+    "test_acc": 0.5930232558139535,
+    "train_size": 37,
+    "val_size": 25,
+    "test_size": 86,
+    "stats": {
+        "mean": [
+            [
+                -0.08265059459459453,
+                0.0812826486486486,
+                -0.03539110810810814,
+                0.031722972972972906,
+                1.2432432433330043e-06,
+                -0.09428524324324326,
+                -0.05365621621621621,
+                -4.864864865424842e-07,
+                -0.02154875675675677,
+                -0.016152108108108066,
+                -0.03566883783783778,
+                -0.02334296756756763,
+                -0.06208424324324333,
+                0.08712936486486486,
+                -0.043471945945945945,
+                0.08542454054054054,
+                0.248225243243243,
+                0.09576443243243248
+            ]
+        ],
+        "std": [
+            [
+                0.9873886182585688,
+                0.9843876514961846,
+                0.9653329850824838,
+                1.0616419779070554,
+                0.9966179074004299,
+                0.9934273444847498,
+                0.8978357031769213,
+                0.9966159264522366,
+                1.0343414594594607,
+                0.8607871843035175,
+                0.946344799312269,
+                0.9999220929965701,
+                0.8847748864465823,
+                0.9544491031115466,
+                0.9396531993920559,
+                0.9631018357081231,
+                0.7605018441428824,
+                0.9305366467747157
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22282,
+    "cert_evals": {
+        "36": 0.0,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/lymphography/fold_3/result.json b/UCI_N6/ldlt/runs/lymphography/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4127e3e42ca1df7b0dbb053e3e9875a6f493813c
--- /dev/null
+++ b/UCI_N6/ldlt/runs/lymphography/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.7222222222222222,
+    "test_acc": 0.5913978494623656,
+    "train_size": 37,
+    "val_size": 18,
+    "test_size": 93,
+    "stats": {
+        "mean": [
+            [
+                0.04959027027027031,
+                -0.1896611351351352,
+                -0.035391108108108124,
+                -0.22205799999999987,
+                0.1255632972972974,
+                -0.20203756756756758,
+                -0.0536562162162162,
+                0.1767929189189188,
+                -0.021548756756756837,
+                -0.04845689189189187,
+                0.011886594594594657,
+                -0.14784801081081084,
+                -0.133037,
+                -0.03734048648648648,
+                0.06086245945945948,
+                0.14237394594594593,
+                -0.0827407027027028,
+                -0.017734054054054066
+            ]
+        ],
+        "std": [
+            [
+                0.949006736815226,
+                0.9991913040086986,
+                0.9653329850824838,
+                1.0,
+                1.061723506100592,
+                0.9787090886861045,
+                0.8978357031769213,
+                0.8976123081203877,
+                1.0343414594594595,
+                0.9022230780655615,
+                1.039718775420792,
+                0.9842972464819717,
+                1.0946013067767175,
+                0.8968738654850321,
+                0.9148697472881367,
+                0.9357742193114152,
+                1.050784302485063,
+                0.9574019230274994
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 22282,
+    "cert_evals": {
+        "36": 0.25806450843811035,
+        "72": 0.06451612710952759,
+        "108": 0.01075268816202879,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/magic/fold_0/result.json b/UCI_N6/ldlt/runs/magic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..00fd34ed506e42257d8346dcec3d02a8edf3ef4f
--- /dev/null
+++ b/UCI_N6/ldlt/runs/magic/fold_0/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8461268839817736,
+    "test_acc": 0.8366631615842972,
+    "train_size": 4755,
+    "val_size": 2853,
+    "test_size": 11412,
+    "stats": {
+        "mean": [
+            [
+                -0.006388502646498379,
+                0.006146446558885208,
+                -0.004209508307465906,
+                -0.004618793225236638,
+                -0.005315102475499497,
+                0.006428044290851726,
+                -0.009059829779516417,
+                -0.008184151766561471,
+                0.0033090761545739233,
+                -0.037376705087697235
+            ]
+        ],
+        "std": [
+            [
+                1.0023231607535665,
+                1.0146947634200698,
+                0.9896786368249049,
+                1.001451036065264,
+                1.0040066512880044,
+                0.9905161210566023,
+                0.9988965907369368,
+                1.0089426097443763,
+                0.998566492615012,
+                0.9927003057378353
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.7777777314186096,
+        "72": 0.7088152766227722,
+        "108": 0.6198738217353821,
+        "255": 0.20189273357391357
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/magic/fold_1/result.json b/UCI_N6/ldlt/runs/magic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a763445b2c99712df397fd2725075929889316c8
--- /dev/null
+++ b/UCI_N6/ldlt/runs/magic/fold_1/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.8486013986013986,
+    "test_acc": 0.843489697501096,
+    "train_size": 4755,
+    "val_size": 2860,
+    "test_size": 11405,
+    "stats": {
+        "mean": [
+            [
+                -0.02436633946876997,
+                -0.022955164259726813,
+                -0.01993822200946376,
+                0.03387639055541514,
+                0.03436448497875925,
+                0.0038116422946371125,
+                0.007543406119453581,
+                0.009698795669190335,
+                0.0014860032576237098,
+                0.00582992035215565
+            ]
+        ],
+        "std": [
+            [
+                0.9720381092498293,
+                0.977333352882092,
+                1.005139358382248,
+                1.0164880549439819,
+                1.0140583933617473,
+                0.9837401295374851,
+                0.9888378476099222,
+                0.9663806918109694,
+                1.005931831682823,
+                1.000297701528725
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.7796580195426941,
+        "72": 0.7051293253898621,
+        "108": 0.6078035831451416,
+        "255": 0.20973257720470428
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/magic/fold_2/result.json b/UCI_N6/ldlt/runs/magic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..23e54e25c23969b58d537477a1fbbf720f0cb450
--- /dev/null
+++ b/UCI_N6/ldlt/runs/magic/fold_2/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 61,
+    "best_val_acc": 0.8530541012216405,
+    "test_acc": 0.846140350877193,
+    "train_size": 4755,
+    "val_size": 2865,
+    "test_size": 11400,
+    "stats": {
+        "mean": [
+            [
+                -0.012130254007592012,
+                -0.00826500078065223,
+                -0.010807356011566996,
+                0.006499159247108326,
+                0.006873201220609896,
+                0.02000870184077821,
+                0.001820881288265063,
+                -0.006523736593059914,
+                0.0003778347011781665,
+                -0.018002280250893746
+            ]
+        ],
+        "std": [
+            [
+                0.9818839030528209,
+                1.009368494398234,
+                0.999432313276235,
+                1.001141721390468,
+                1.0040075321280533,
+                0.9881194208362026,
+                0.9709869282224545,
+                1.0026493070298281,
+                0.9996452002230842,
+                0.9913588270685182
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.7766667008399963,
+        "72": 0.6864035129547119,
+        "108": 0.5833333730697632,
+        "255": 0.17596492171287537
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/magic/fold_3/result.json b/UCI_N6/ldlt/runs/magic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb324935e5524f6c73a0cfc2688bc15849f52e65
--- /dev/null
+++ b/UCI_N6/ldlt/runs/magic/fold_3/result.json
@@ -0,0 +1,50 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.8407801418439717,
+    "test_acc": 0.8475316732197467,
+    "train_size": 4755,
+    "val_size": 2820,
+    "test_size": 11445,
+    "stats": {
+        "mean": [
+            [
+                0.002866516450893953,
+                0.007929027486435548,
+                -0.0013075722715039048,
+                -0.001188124590956882,
+                0.002480280701366967,
+                0.012874902747423648,
+                0.0054113211936909185,
+                -0.007862206105783356,
+                -0.005652595006519504,
+                0.005077877345299725
+            ]
+        ],
+        "std": [
+            [
+                1.0050954716049485,
+                1.0162654558216224,
+                1.0021008916654397,
+                1.0041169983170044,
+                1.0089152336885907,
+                0.9909098405813409,
+                0.9979067399488123,
+                0.9973925897941894,
+                0.9985454656770815,
+                0.9973467754133581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 10,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 20,
+    "parameters": 5704,
+    "cert_evals": {
+        "36": 0.7809523940086365,
+        "72": 0.7010921835899353,
+        "108": 0.6126692891120911,
+        "255": 0.22402796149253845
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/mammographic/fold_0/result.json b/UCI_N6/ldlt/runs/mammographic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7db7f068b8245375d2c60adb0b657bb0d373dd3d
--- /dev/null
+++ b/UCI_N6/ldlt/runs/mammographic/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.8561643835616438,
+    "test_acc": 0.8173913043478261,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.045138683333333235,
+                -0.06581824708333332,
+                -0.0668893333333335,
+                0.0035843166666667194,
+                0.07534454166666703
+            ]
+        ],
+        "std": [
+            [
+                0.3742768596239394,
+                1.0309553579295558,
+                1.0205845721721885,
+                1.0069085496781394,
+                0.8984819781883195
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5544,
+    "cert_evals": {
+        "36": 0.269565224647522,
+        "72": 0.0017391304718330503,
+        "108": 0.0017391304718330503,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/mammographic/fold_1/result.json b/UCI_N6/ldlt/runs/mammographic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ddd54e95a00a30580b1fb0cff40038f42d3bce13
--- /dev/null
+++ b/UCI_N6/ldlt/runs/mammographic/fold_1/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.8,
+    "test_acc": 0.8231173380035026,
+    "train_size": 240,
+    "val_size": 150,
+    "test_size": 571,
+    "stats": {
+        "mean": [
+            [
+                -0.06838790416666667,
+                0.0036981495833333564,
+                0.08851065416666656,
+                0.06187655000000008,
+                0.041687441666667095
+            ]
+        ],
+        "std": [
+            [
+                0.4594652865573056,
+                0.9162656618320462,
+                0.976470911981312,
+                0.9979276514274945,
+                0.967574818664843
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5544,
+    "cert_evals": {
+        "36": 0.7933449745178223,
+        "72": 0.7513134479522705,
+        "108": 0.6987740397453308,
+        "255": 0.19439579546451569
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/mammographic/fold_2/result.json b/UCI_N6/ldlt/runs/mammographic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..189357361593c89d6c4c0984c43fc0607c996475
--- /dev/null
+++ b/UCI_N6/ldlt/runs/mammographic/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8287671232876712,
+    "test_acc": 0.8069565217391305,
+    "train_size": 240,
+    "val_size": 146,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                -0.033514049999999865,
+                -0.031616095833333364,
+                -0.03834651666666679,
+                0.05680765833333342,
+                -0.03524305833333262
+            ]
+        ],
+        "std": [
+            [
+                0.37826323579119164,
+                0.9793517631184475,
+                1.0048978854533288,
+                1.01250978800026,
+                1.0390956653058405
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5544,
+    "cert_evals": {
+        "36": 0.6086956858634949,
+        "72": 0.04695652425289154,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/mammographic/fold_3/result.json b/UCI_N6/ldlt/runs/mammographic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe1b7d4bf2f7fd35597cea0983d2a72c969c59f0
--- /dev/null
+++ b/UCI_N6/ldlt/runs/mammographic/fold_3/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8161764705882353,
+    "test_acc": 0.7777777777777778,
+    "train_size": 240,
+    "val_size": 136,
+    "test_size": 585,
+    "stats": {
+        "mean": [
+            [
+                0.09435683749999943,
+                -0.13088563458333324,
+                -0.032003683333333525,
+                -0.03189805833333325,
+                0.008030341666667275
+            ]
+        ],
+        "std": [
+            [
+                1.8583061444674212,
+                1.0447702499996767,
+                0.9948185192592106,
+                1.0005602571514343,
+                1.0036844453305227
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 5544,
+    "cert_evals": {
+        "36": 0.7589743733406067,
+        "72": 0.7213675379753113,
+        "108": 0.6649572849273682,
+        "255": 0.15042735636234283
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/ldlt/runs/miniboone/fold_0/result.json b/UCI_N6/ldlt/runs/miniboone/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..af70df24e06a809881a7c59828d89f3467ab0519
--- /dev/null
+++ b/UCI_N6/ldlt/runs/miniboone/fold_0/result.json
@@ -0,0 +1,130 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8814905314599878,
+    "test_acc": 0.8818930991990142,
+    "train_size": 32516,
+    "val_size": 19644,
+    "test_size": 77904,
+    "stats": {
+        "mean": [
+            [
+                -0.0066929692905031805,
+                -0.0067178206113913536,
+                -0.00044848711604975365,
+                -0.006682303195350012,
+                -0.006676431252304934,
+                -0.006678322865666758,
+                -0.006603011846475587,
+                -0.006676624523311714,
+                -0.0066787164688152925,
+                -0.006674537190921409,
+                -0.006651495260794631,
+                -0.0021907771461773715,
+                -0.006695997997908723,
+                -0.006680375196826281,
+                -0.006672462064829712,
+                -0.0019113073704711085,
+                -0.006682638614835791,
+                -0.005199885844285893,
+                -0.006682950415180203,
+                -0.0027868723179357985,
+                -0.006732400171929552,
+                -0.006675056184647536,
+                -0.0009806369656784695,
+                -0.0067719209681387305,
+                -0.006673680111329746,
+                -0.006853424330988536,
+                -0.0049757818568722766,
+                -0.0066786663365727686,
+                -0.006678683045269993,
+                -0.00666663167363761,
+                -0.006713104959930439,
+                -0.00667692119264367,
+                -0.006648468240250945,
+                -0.005555848155831019,
+                -0.0066771619571901345,
+                -0.006676893769221374,
+                -0.006640021976872997,
+                -0.006652168061569651,
+                -0.006656952063599499,
+                -0.006676646404846852,
+                -0.005321780849683204,
+                -0.007256703317981967,
+                -0.006479226783737146,
+                -0.006305387427130641,
+                -0.006670434807482904,
+                -0.006676957442489813,
+                -0.006832965117468275,
+                -0.006830883164011628,
+                -0.006874203773250122,
+                -0.00667477880120567
+            ]
+        ],
+        "std": [
+            [
+                1.0538567724237127,
+                1.0538641992619597,
+                0.9958589711579526,
+                1.0538780837060269,
+                1.053878006921434,
+                1.0538798560451104,
+                1.053879432020278,
+                1.0538786291178488,
+                1.053873986660415,
+                1.0538783590814276,
+                1.0538757864954629,
+                1.0176547701635106,
+                1.0538752752995135,
+                1.053872770510109,
+                1.0538659033426634,
+                0.9932644775405934,
+                1.0538747558236612,
+                1.04937218635993,
+                1.053877924513502,
+                0.0025831688488992767,
+                1.053829697906066,
+                1.0538783793218856,
+                1.018390578757397,
+                1.053842634750244,
+                1.0538786083464582,
+                1.0538111764047524,
+                1.022739919992211,
+                1.0538741322767364,
+                1.0538782493179681,
+                1.053875543573962,
+                1.0538088816355915,
+                1.0538723979257454,
+                1.0538730852936433,
+                1.0247711822180132,
+                1.0538781798354342,
+                1.053878585676999,
+                1.0538691274084275,
+                1.0538654744064087,
+                1.05387761105871,
+                1.0538781920284286,
+                1.0452185226194493,
+                1.0438926673439166,
+                1.0538793178576804,
+                1.0536246877698876,
+                1.0538784902027962,
+                1.0538787998823098,
+                1.0538650746236322,
+                1.0538068876186153,
+                1.0538062411125644,
+                1.0538784592336081
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 50,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 100,
+    "parameters": 342536,
+    "cert_evals": {
+        "36": 0.8277238607406616,
+        "72": 0.7539664506912231,
+        "108": 0.6730334758758545,
+        "255": 0.2907809615135193
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_0/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8362ddf58d4dbc9eba875429d4a5b123f7487b9a
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.3076923076923077,
+    "test_acc": 0.296875,
+    "train_size": 26,
+    "val_size": 13,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                -0.2534473076923077,
+                0.33873420769230767,
+                0.033979423076922706,
+                0.11527103846153851,
+                -0.28692915384615375,
+                0.10456480769230773,
+                0.12155461538461536
+            ]
+        ],
+        "std": [
+            [
+                0.9261583185285736,
+                0.8009009247637227,
+                1.0889481792626658,
+                0.99653081940633,
+                1.072126740077213,
+                0.9196280170052044,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.0625,
+        "72": 0.015625,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_1/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7bb36886835e94e6a5479157d6f6eb0fe52afae
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.6,
+    "test_acc": 0.5,
+    "train_size": 26,
+    "val_size": 15,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                -0.09836800000000002,
+                0.11185775384615383,
+                0.07467526923076934,
+                -0.009052730769230726,
+                -0.10539519230769225,
+                0.013804115384615371,
+                0.27612307692307686
+            ]
+        ],
+        "std": [
+            [
+                1.0694354197920724,
+                0.8688390763013727,
+                0.8067650960246951,
+                0.9157017407809144,
+                1.0553979577856298,
+                0.9260748900018138,
+                0.7249903479716615
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.35483869910240173,
+        "72": 0.12903225421905518,
+        "108": 0.032258063554763794,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_2/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d5f047972e336e5e1c78ee1205efd29ebe9bf0ce
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.625,
+    "test_acc": 0.6721311475409836,
+    "train_size": 26,
+    "val_size": 16,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.21179084615384614,
+                -0.20075696923076924,
+                0.23745903846153846,
+                0.05310915384615384,
+                0.14875234615384614,
+                0.1348184615384615,
+                0.12155461538461534
+            ]
+        ],
+        "std": [
+            [
+                0.858790726074425,
+                0.9525936502475233,
+                1.0303379408513154,
+                0.9050907018495523,
+                0.955082657540614,
+                1.0895483096872065,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.4754098057746887,
+        "72": 0.2950819432735443,
+        "108": 0.049180325120687485,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_3/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5ebc4f5405d107506a19d74248de9cda696d7a01
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-REL-L/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7857142857142857,
+    "test_acc": 0.47619047619047616,
+    "train_size": 26,
+    "val_size": 14,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                -0.3568335384615385,
+                -0.18405515384615387,
+                -0.00671646153846194,
+                0.17743292307692307,
+                0.2213659230769231,
+                0.31633973076923083,
+                0.12155461538461534
+            ]
+        ],
+        "std": [
+            [
+                0.8287037559089696,
+                0.9069856689030475,
+                1.0557430702422617,
+                0.8702663846153843,
+                0.9327384905473824,
+                1.0726154740713343,
+                0.8466063306348502
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.222222238779068,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_0/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..624ef906cad4a2c2e68ac833550029159908c2ad
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.6428571428571429,
+    "test_acc": 0.38181818181818183,
+    "train_size": 23,
+    "val_size": 14,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                -0.029837999999999993,
+                -0.25806898695652175,
+                0.27461930434782605,
+                -0.10251969565217388,
+                0.0609171304347826,
+                -0.20858055217391297,
+                0.1910520434782607
+            ]
+        ],
+        "std": [
+            [
+                0.7916916039569953,
+                1.0125006038076372,
+                0.8444054443868326,
+                1.1230445292246944,
+                0.9384505846315211,
+                1.2509107678124556,
+                0.9902371367201799
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.16363635659217834,
+        "72": 0.072727270424366,
+        "108": 0.036363635212183,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_1/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..988729ec2ea4f034715139faedd0795abf96bb84
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.75,
+    "test_acc": 0.32786885245901637,
+    "train_size": 23,
+    "val_size": 8,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -0.20886565217391312,
+                0.20484198695652173,
+                -0.07489591304347826,
+                0.10251943478260879,
+                -0.22335769565217395,
+                -0.24650454782608694,
+                -0.23350947826086974
+            ]
+        ],
+        "std": [
+            [
+                1.1322718849321831,
+                1.1240719320543364,
+                1.0615420299973752,
+                0.8963528876008708,
+                1.0527502115584615,
+                0.7255249335603758,
+                1.1264874806517848
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.19672130048274994,
+        "72": 0.06557376682758331,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_2/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..75c8a643a97fcaf1d5620af17c7e45f668cf589c
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.5625,
+    "test_acc": 0.5283018867924528,
+    "train_size": 23,
+    "val_size": 16,
+    "test_size": 53,
+    "stats": {
+        "mean": [
+            [
+                -0.26854200000000006,
+                0.08719552173913042,
+                -0.024965043478260857,
+                -0.034172999999999946,
+                0.34519221739130435,
+                0.24650505217391308,
+                -0.4033346521739131
+            ]
+        ],
+        "std": [
+            [
+                0.7826434027524923,
+                0.8532738699385454,
+                1.116485175293137,
+                1.0229130046834918,
+                0.891588314188393,
+                0.9488533640036454,
+                0.9755681035759809
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.3396226465702057,
+        "72": 0.2075471729040146,
+        "108": 0.09433962404727936,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_3/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6e7384f57f3770aac03f1eed545be958b4277e7c
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-SPAN/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.7,
+    "test_acc": 0.5084745762711864,
+    "train_size": 23,
+    "val_size": 10,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                -0.20886582608695664,
+                -0.14202214347826086,
+                -0.024965130434782608,
+                0.10251943478260875,
+                -0.060915000000000004,
+                0.05688600869565217,
+                0.1061391739130434
+            ]
+        ],
+        "std": [
+            [
+                0.7916911713540639,
+                0.9447975425602776,
+                1.0638879741325864,
+                0.896352887600871,
+                1.0621083198533245,
+                1.0385861814225783,
+                0.8575722370885731
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.16949152946472168,
+        "72": 0.08474576473236084,
+        "108": 0.016949152573943138,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f4994de75ed90725419071ef2198f4c482b80def
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.8125,
+    "test_acc": 0.6065573770491803,
+    "train_size": 25,
+    "val_size": 16,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                0.15020296000000002,
+                -0.0008959920000000077,
+                -0.007506879999999985,
+                0.09924271999999996,
+                -0.11183403999999993,
+                0.06574727999999996,
+                0.2686277600000001
+            ]
+        ],
+        "std": [
+            [
+                1.1056510586049282,
+                0.9894276187747426,
+                0.9455226916051597,
+                1.1055352321467289,
+                1.0069534202490789,
+                0.9298309440615328,
+                0.7342804012389428
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3102,
+    "cert_evals": {
+        "36": 0.5245901346206665,
+        "72": 0.42622947692871094,
+        "108": 0.2786885201931,
+        "255": 0.049180325120687485
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8019cfc3997e15f2160d2f49ee40166c98cf85a8
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5789473684210527,
+    "test_acc": 0.5517241379310345,
+    "train_size": 25,
+    "val_size": 19,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                -0.22477987999999996,
+                -0.23302490400000006,
+                -0.3052941999999999,
+                -0.09418591999999981,
+                -0.30132007999999993,
+                0.034113799999999944,
+                -0.29218840000000024
+            ]
+        ],
+        "std": [
+            [
+                0.8537489133489458,
+                0.9442767857681105,
+                1.1206967647206985,
+                1.1278721619730465,
+                0.8691601526879115,
+                0.9222667065314241,
+                1.1442940136936137
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3102,
+    "cert_evals": {
+        "36": 0.10344827175140381,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_2/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..35fba98023fe78356caad763373ec8b4571c1044
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5555555555555556,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 63,
+    "stats": {
+        "mean": [
+            [
+                0.20377195999999997,
+                0.09630778000000002,
+                0.3328217600000001,
+                -0.22313807999999993,
+                0.19134339999999994,
+                -0.029153040000000026,
+                0.26862776000000005
+            ]
+        ],
+        "std": [
+            [
+                1.089967253887803,
+                1.1192053646352136,
+                0.8759745403148782,
+                1.2131111924223241,
+                0.9282879043276608,
+                1.1030982427632627,
+                0.7342804012389427
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3102,
+    "cert_evals": {
+        "36": 0.3650793731212616,
+        "72": 0.2380952537059784,
+        "108": 0.1746031790971756,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8a4db44d94018f27d39723c4dfd0d10a05d8d20
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-T-OR-D/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5833333333333334,
+    "test_acc": 0.6615384615384615,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 65,
+    "stats": {
+        "mean": [
+            [
+                -0.17121067999999995,
+                -0.21648582000000005,
+                0.12011635999999999,
+                -0.09418591999999995,
+                -0.11183404000000002,
+                -0.28222119999999995,
+                0.10839464000000007
+            ]
+        ],
+        "std": [
+            [
+                0.8571032600003676,
+                0.9702298691514799,
+                1.0541263774745755,
+                0.9254069877190219,
+                1.006953420249079,
+                1.1836178575986762,
+                0.8554107804035617
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3102,
+    "cert_evals": {
+        "36": 0.29230770468711853,
+        "72": 0.23076923191547394,
+        "108": 0.0923076942563057,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_0/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6fa1a7504ee3ccea0890ee8000be7bbab1ca577c
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 24,
+    "best_val_acc": 0.16666666666666666,
+    "test_acc": 0.16393442622950818,
+    "train_size": 26,
+    "val_size": 18,
+    "test_size": 61,
+    "stats": {
+        "mean": [
+            [
+                -0.2226830769230769,
+                0.05670122692307692,
+                -0.043026884615384405,
+                -0.03758799999999994,
+                0.17069815384615383,
+                0.05726184615384619,
+                0.03333576923076921
+            ]
+        ],
+        "std": [
+            [
+                0.9229643846157178,
+                0.8879073657273664,
+                0.9090621758106759,
+                0.8047152853556344,
+                0.9896400284910009,
+                0.9758970201578133,
+                1.0579562243200262
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3162,
+    "cert_evals": {
+        "36": 0.016393441706895828,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_1/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bd63dab078f1bd43f105e9174f3a004ca7fdfb2
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.5714285714285714,
+    "test_acc": 0.39655172413793105,
+    "train_size": 26,
+    "val_size": 21,
+    "test_size": 58,
+    "stats": {
+        "mean": [
+            [
+                -0.17140723076923073,
+                0.17603493076923074,
+                -0.043027115384615275,
+                0.08770580769230771,
+                0.06073815384615386,
+                0.140003576923077,
+                0.11111846153846151
+            ]
+        ],
+        "std": [
+            [
+                0.9955960192363054,
+                0.8707946707612142,
+                1.076508222112097,
+                0.8969691136995324,
+                1.0157671583515164,
+                1.0382138974203643,
+                0.8520637539328237
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3162,
+    "cert_evals": {
+        "36": 0.1551724076271057,
+        "72": 0.017241379246115685,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_2/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..81a610bb7d59efac3de6f7b0995051452a7f3799
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.46153846153846156,
+    "test_acc": 0.3333333333333333,
+    "train_size": 26,
+    "val_size": 13,
+    "test_size": 66,
+    "stats": {
+        "mean": [
+            [
+                0.13624746153846157,
+                -0.13478680769230772,
+                0.03693388461538476,
+                0.08770600000000003,
+                -0.01256838461538465,
+                0.05726215384615386,
+                0.033336038461538396
+            ]
+        ],
+        "std": [
+            [
+                0.8716889547511608,
+                0.9579937729204642,
+                1.0615560480179493,
+                0.7749005943842086,
+                0.9916744330944691,
+                1.0538491233066194,
+                0.8970306628997816
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3162,
+    "cert_evals": {
+        "36": 0.1515151560306549,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_3/result.json b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..56383beb9d88aff75e9e797fefae52288520f3a4
--- /dev/null
+++ b/UCI_N6/sdp/runs/pittsburg-bridges-TYPE/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.21052631578947367,
+    "test_acc": 0.2,
+    "train_size": 26,
+    "val_size": 19,
+    "test_size": 60,
+    "stats": {
+        "mean": [
+            [
+                0.2900749615384615,
+                -0.1092556538461538,
+                -0.16296869230769223,
+                0.08770600000000003,
+                -0.12252815384615393,
+                0.002101461538461631,
+                -0.0444463846153846
+            ]
+        ],
+        "std": [
+            [
+                0.9565380984621445,
+                1.0668876495414104,
+                1.087587760209891,
+                0.7749005943842086,
+                0.9250887318796751,
+                0.7643326705239842,
+                0.9333890769230768
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3162,
+    "cert_evals": {
+        "36": 0.06666667014360428,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/planning/fold_0/result.json b/UCI_N6/sdp/runs/planning/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..db058d557d05d017ff675df7e5afa8a4914b4236
--- /dev/null
+++ b/UCI_N6/sdp/runs/planning/fold_0/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.7037037037037037,
+    "test_acc": 0.6636363636363637,
+    "train_size": 45,
+    "val_size": 27,
+    "test_size": 110,
+    "stats": {
+        "mean": [
+            [
+                -0.13597411777777782,
+                -0.059930613333333334,
+                0.1726637911111111,
+                0.034723479999999994,
+                0.1943293844444444,
+                -0.058733431111111144,
+                -0.116129388,
+                0.17681400222222224,
+                -0.19228555555555557,
+                -0.07629513333333332,
+                0.07577999111111111,
+                0.14000706444444447
+            ]
+        ],
+        "std": [
+            [
+                0.9037583332493699,
+                0.8892684096511589,
+                0.9934159714161822,
+                0.9795447749569939,
+                0.991099979203418,
+                0.8238368829401475,
+                0.8461204418967577,
+                1.0434976919452328,
+                0.9979969012441308,
+                0.9523454999652433,
+                0.9216888475521186,
+                1.061608647395146
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5042,
+    "cert_evals": {
+        "36": 0.5636363625526428,
+        "72": 0.290909081697464,
+        "108": 0.19999998807907104,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/planning/fold_1/result.json b/UCI_N6/sdp/runs/planning/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3ce3ad633f5b79254e1571479fa8f1883648aa1b
--- /dev/null
+++ b/UCI_N6/sdp/runs/planning/fold_1/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.6944444444444444,
+    "test_acc": 0.5841584158415841,
+    "train_size": 45,
+    "val_size": 36,
+    "test_size": 101,
+    "stats": {
+        "mean": [
+            [
+                0.11314807155555553,
+                -0.05681264375555557,
+                0.03933796666666664,
+                0.04977631111111109,
+                0.03694895555555555,
+                -0.044924306666666684,
+                0.04804084666666663,
+                0.12195993333333337,
+                0.042717271111111156,
+                0.008962882222222232,
+                -0.0006334968888889045,
+                -0.0009558044444444105
+            ]
+        ],
+        "std": [
+            [
+                0.9103807361609941,
+                0.9363715375995261,
+                1.1502145656153577,
+                1.0558247484927283,
+                1.076388481139489,
+                1.0010167884068093,
+                0.9233794686212015,
+                0.8789681038837464,
+                0.8499326718606948,
+                0.8719046264511446,
+                0.8860788083725304,
+                0.8502961074388711
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5042,
+    "cert_evals": {
+        "36": 0.48514851927757263,
+        "72": 0.31683167815208435,
+        "108": 0.24752475321292877,
+        "255": 0.039603959769010544
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/planning/fold_2/result.json b/UCI_N6/sdp/runs/planning/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b7b514a13dc3693a24fdce4de8d5a4e89b490c37
--- /dev/null
+++ b/UCI_N6/sdp/runs/planning/fold_2/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.5833333333333334,
+    "test_acc": 0.5398230088495575,
+    "train_size": 45,
+    "val_size": 24,
+    "test_size": 113,
+    "stats": {
+        "mean": [
+            [
+                -0.08181936222222222,
+                0.032095062222222207,
+                -0.2932722444444444,
+                -0.2642803151111112,
+                -0.2482941920666666,
+                0.04209659104444442,
+                -0.08089617555555557,
+                0.011037159999999989,
+                -0.05962093333333333,
+                -0.05360210222222223,
+                0.041594423777777785,
+                0.03579832413333331
+            ]
+        ],
+        "std": [
+            [
+                1.0346900075231742,
+                0.983181200526179,
+                0.8190101673790661,
+                0.8655727810698712,
+                0.9958599284470852,
+                0.9221770981656976,
+                1.0076979840800466,
+                1.0249788633648824,
+                1.0799692279692954,
+                1.0059810529176614,
+                1.0760442404746193,
+                0.966271648432117
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5042,
+    "cert_evals": {
+        "36": 0.3008849620819092,
+        "72": 0.17699114978313446,
+        "108": 0.044247787445783615,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/planning/fold_3/result.json b/UCI_N6/sdp/runs/planning/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1baa7dfe5d8b6b4cd51a45d66408dbcf968c78c1
--- /dev/null
+++ b/UCI_N6/sdp/runs/planning/fold_3/result.json
@@ -0,0 +1,54 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.7391304347826086,
+    "test_acc": 0.5263157894736842,
+    "train_size": 45,
+    "val_size": 23,
+    "test_size": 114,
+    "stats": {
+        "mean": [
+            [
+                0.10711943111111107,
+                0.19129145333333336,
+                0.23947074666666662,
+                0.1974917848888889,
+                0.06191540222222221,
+                0.19409456755555554,
+                0.10399900533333334,
+                -0.07677485555555555,
+                0.05582479999999996,
+                -0.0920865622222222,
+                0.07224912822222225,
+                -0.22088875111111111
+            ]
+        ],
+        "std": [
+            [
+                0.9820868604107751,
+                0.8497304858975051,
+                0.9414935653357391,
+                0.9419249731758765,
+                0.9517511837520722,
+                0.8554967298035733,
+                1.06563202833593,
+                1.067683309777831,
+                0.968308470640187,
+                1.07319052594271,
+                1.055131325540202,
+                1.0489152018459469
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 12,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 24,
+    "parameters": 5042,
+    "cert_evals": {
+        "36": 0.3333333432674408,
+        "72": 0.19298246502876282,
+        "108": 0.04385964944958687,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-margin/fold_0/result.json b/UCI_N6/sdp/runs/plant-margin/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1d2808f574decba71fcea16fc2b2eaed4e427d3f
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-margin/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 66,
+    "best_val_acc": 0.7355371900826446,
+    "test_acc": 0.7526096033402923,
+    "train_size": 400,
+    "val_size": 242,
+    "test_size": 958,
+    "stats": {
+        "mean": [
+            [
+                -0.0010596968500001934,
+                -0.01804303900000009,
+                0.058554600000000095,
+                -0.04174014875000007,
+                -0.00557412199999981,
+                0.022321825499999975,
+                0.009465832749999917,
+                0.026944449999999596,
+                0.0220769747500004,
+                -0.02089326899999988,
+                -0.012520925000000096,
+                0.0033962770000000053,
+                0.0021340793749998234,
+                -0.0033546413499999455,
+                0.021925117425000074,
+                0.013851212499999961,
+                -0.0015689260000001164,
+                -0.004634679999999923,
+                -0.05511270024999984,
+                0.026070323000000024,
+                0.01848005475000007,
+                0.0022656225000003355,
+                -0.01842250000000018,
+                0.01246016899999983,
+                0.0098437735000002,
+                -0.032934458000000104,
+                0.049291360500000325,
+                0.0024477580000001266,
+                -0.02057179899999991,
+                0.0009727362499999343,
+                0.0017701742499999368,
+                0.00541423612499992,
+                0.02091535780000011,
+                0.020351312499999816,
+                -0.009445618999999935,
+                -0.02841862299999999,
+                0.029737960000000185,
+                0.018735809500000172,
+                0.014390100750000086,
+                -0.016125830000000306,
+                0.012385870249999646,
+                -0.043971327499999775,
+                0.0009311264999999372,
+                0.01806689874999989,
+                -0.008581579999999964,
+                -0.009399341000000174,
+                -0.03755508207500001,
+                -0.0009747140000000407,
+                0.028856429249999874,
+                -0.0030426587000000733,
+                -0.015013867049999909,
+                -0.004152345000000207,
+                0.02680056899999996,
+                -0.02129718575000011,
+                0.022555419000000035,
+                -0.00723436300000014,
+                0.036754802499999906,
+                -0.02058847975000004,
+                -0.010368677175000047,
+                -0.029642165000000022,
+                -0.02736674750000015,
+                0.0008163920000001678,
+                0.018380879350000014,
+                -0.008580070000000413
+            ]
+        ],
+        "std": [
+            [
+                0.9874340403909011,
+                0.9592061852266575,
+                1.0435962908617902,
+                0.9425389198852354,
+                1.0047339728470936,
+                1.0363144948903504,
+                1.0296524029950296,
+                1.0063022213625923,
+                1.094313672273991,
+                1.0202299972901783,
+                0.985157157060649,
+                0.9888027948033142,
+                0.9932416135375679,
+                0.9909877623883768,
+                1.0005062186033022,
+                1.2067387345575986,
+                0.984270179305036,
+                0.9091203000942354,
+                0.9545319559171044,
+                0.983601787222833,
+                1.011060877681347,
+                0.9799045991624534,
+                0.9223386505533625,
+                1.0460006470835634,
+                1.0181216615718796,
+                0.9516193964985948,
+                1.0882812579258407,
+                1.0329753644197,
+                0.9792719916843142,
+                0.9673648432380815,
+                0.9958388822460692,
+                1.012645249804551,
+                1.0439458247448072,
+                1.0733982117428793,
+                1.0111716504511818,
+                0.996690448869414,
+                1.0367837370015323,
+                1.0026230843872075,
+                1.0036523141489182,
+                0.9356670752186079,
+                1.0259733303222744,
+                0.9543079293157887,
+                1.016979624435871,
+                1.0361404335495707,
+                0.9710294506381861,
+                0.9356304778213941,
+                0.9636374865372435,
+                0.9682684696531572,
+                1.0488592685926776,
+                1.0095591832024964,
+                0.9864668975312801,
+                0.965788248416018,
+                1.0175463184007973,
+                0.9707788038864342,
+                1.035917848788737,
+                0.9984750436485963,
+                1.047306945528514,
+                0.9624268336767162,
+                1.0407274202088548,
+                0.9906889986330216,
+                0.9133036560743315,
+                1.0063256302193264,
+                1.0448919868528035,
+                1.060209155310641
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6889352798461914,
+        "72": 0.6116910576820374,
+        "108": 0.5448852181434631,
+        "255": 0.29123175144195557
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-margin/fold_1/result.json b/UCI_N6/sdp/runs/plant-margin/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..806199846e848728e8500b400bd1cc103fc28eed
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-margin/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 47,
+    "best_val_acc": 0.7905982905982906,
+    "test_acc": 0.7443064182194618,
+    "train_size": 400,
+    "val_size": 234,
+    "test_size": 966,
+    "stats": {
+        "mean": [
+            [
+                0.018630191274999833,
+                0.0021237185000000623,
+                0.020341910000000126,
+                -0.03847603025000004,
+                0.0024851145000002843,
+                -0.019245363750000032,
+                0.01765857999999999,
+                -0.09520458750000026,
+                0.016723600750000407,
+                -0.020893166249999973,
+                -0.013275087500000034,
+                -0.009778451499999922,
+                0.02100441234999998,
+                -0.0006707280500000078,
+                0.01202943670000018,
+                -0.012221054999999943,
+                0.026685538499999994,
+                0.03934188799999998,
+                -0.017911806749999953,
+                -0.004428536999999995,
+                0.013875288750000034,
+                -0.007751707499999634,
+                0.03217363749999957,
+                0.003825904499999896,
+                0.010617184500000114,
+                -0.03897739600000022,
+                -0.00972438474999977,
+                0.0034970589999999357,
+                0.02035820800000013,
+                -0.037335613750000024,
+                -0.008548351749999959,
+                0.0018481537499997402,
+                -0.007583834749999951,
+                0.04391894749999982,
+                0.033370660000000205,
+                0.00937306074999997,
+                -0.013948834999999842,
+                0.005821061250000135,
+                0.03052180125000005,
+                0.02165496999999981,
+                -0.00854195450000032,
+                -0.03606767999999988,
+                -0.017944192250000105,
+                -0.02588678125000007,
+                0.01616825525000002,
+                -0.00827056050000008,
+                -0.0017126565000000083,
+                -0.01656842850000004,
+                -0.017988074249999902,
+                -0.03559730630000006,
+                -0.0036789360499999424,
+                0.012461489999999617,
+                0.026261220249999995,
+                -0.020665702500000202,
+                -0.0005093669999999243,
+                -0.009416002500000138,
+                -0.02145052,
+                0.012404727999999953,
+                0.008414623600000027,
+                0.026667712,
+                0.023455849999999993,
+                0.01995325700000049,
+                0.017141528075000113,
+                -0.00027581000000054354
+            ]
+        ],
+        "std": [
+            [
+                1.041295070488909,
+                1.0014805383027654,
+                1.0526387415016842,
+                0.9348659203435066,
+                1.012132944361091,
+                0.9779461065975633,
+                1.0032476656820697,
+                0.765138203982258,
+                1.084558801095068,
+                1.0155838017759249,
+                0.9847823955761184,
+                1.0321402388555014,
+                1.0519629684769372,
+                0.9582131621864026,
+                0.9927092815254406,
+                0.803704884375634,
+                0.9988728657062945,
+                1.1858597763171363,
+                1.012274069308041,
+                1.012471113861707,
+                1.0151240798466312,
+                0.9972545733894309,
+                1.0563298324391637,
+                1.0047120258743576,
+                1.016702961526915,
+                0.9272542628757423,
+                1.012180666645035,
+                1.0130792339306003,
+                0.9869444731802731,
+                0.9732936953239708,
+                0.9987581693686506,
+                1.0025285436476967,
+                0.9823926819700436,
+                1.13766033578092,
+                1.0184063166975657,
+                1.0037002652524598,
+                1.0159024793557991,
+                0.998493316788935,
+                1.0374784962262864,
+                1.0063283056949195,
+                1.0742583169244284,
+                0.9634076134691111,
+                0.958447407516677,
+                1.0041785286506213,
+                1.013112893307404,
+                0.9769612001923168,
+                1.0056368868600618,
+                0.9788744628207897,
+                0.9629520265558652,
+                0.929550730995055,
+                0.9854910637585246,
+                1.0358257613723332,
+                1.0240098398191608,
+                0.9303959288426701,
+                1.0012547252975355,
+                0.9956229965329875,
+                1.021855039918818,
+                1.0091992464793387,
+                0.9897071424780775,
+                0.9856059256334351,
+                1.0201829621015206,
+                1.0268852627871752,
+                1.0341940427237508,
+                0.9799526515218273
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6770186424255371,
+        "72": 0.6004140973091125,
+        "108": 0.5144927501678467,
+        "255": 0.24741201102733612
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-margin/fold_2/result.json b/UCI_N6/sdp/runs/plant-margin/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a00128995509b99217dd8def0053325a2de0f534
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-margin/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.7434782608695653,
+    "test_acc": 0.7391752577319588,
+    "train_size": 400,
+    "val_size": 230,
+    "test_size": 970,
+    "stats": {
+        "mean": [
+            [
+                0.005920089124999763,
+                -0.001301032000000133,
+                0.0013308824999999258,
+                0.008417454999999876,
+                0.005976730250000185,
+                0.019669846999999876,
+                0.010878556750000047,
+                0.025150082499999716,
+                0.0022754870000003123,
+                0.024085954000000003,
+                -0.005742166250000042,
+                -0.007721828999999947,
+                0.00371573337499994,
+                -0.012943442949999913,
+                -0.014590249949999882,
+                -0.025256129999999963,
+                -0.011889130000000098,
+                -0.019724357499999953,
+                -0.01377830674999994,
+                0.006886749000000014,
+                -0.003516929999999907,
+                -0.03828019749999969,
+                0.005775229999999821,
+                -0.030314237500000177,
+                -0.019109295999999804,
+                0.04844473150000008,
+                -0.02716004849999974,
+                0.002796986500000034,
+                -0.019719068250000017,
+                0.041975102500000014,
+                -0.017687051749999974,
+                -0.021844609375000337,
+                0.020916906100000077,
+                -0.022494655000000176,
+                0.026175232000000156,
+                0.010884623500000074,
+                -0.021303965499999796,
+                -0.0039162167499998055,
+                -0.015307416500000065,
+                0.012900294999999774,
+                0.006834127249999801,
+                0.027173450000000154,
+                0.0027974614999998885,
+                0.028211698749999896,
+                -0.0031931937499999692,
+                0.011277844999999809,
+                0.00992980717499997,
+                -0.013968735000000017,
+                -0.01707076174999997,
+                0.01365854819999998,
+                -0.0014908621499998933,
+                0.009138499999999666,
+                0.02060593399999994,
+                0.007099336749999857,
+                -0.003448647499999997,
+                0.0015010997499998568,
+                -0.03850890625000006,
+                0.0022736427499999282,
+                -0.013522159549999977,
+                -0.0332120949999999,
+                0.005866322499999921,
+                -0.004317283999999508,
+                -0.00538338794999997,
+                -0.0069175300000004145
+            ]
+        ],
+        "std": [
+            [
+                1.0010921783674436,
+                0.9945407140012373,
+                1.005748587963517,
+                0.9668282590649625,
+                1.0031010346345277,
+                0.9967928785295819,
+                0.9751713195709866,
+                1.1467050887662724,
+                0.9392946439639414,
+                0.9895328846805108,
+                0.9767912569515301,
+                0.9727489873091506,
+                0.9701070098004984,
+                1.0053545262016492,
+                0.9846236608578788,
+                0.7727736342078088,
+                0.971944708609996,
+                0.8826840113147226,
+                0.98563931252641,
+                0.9711438420390225,
+                0.9629058280406353,
+                0.9716674314378894,
+                1.1301355955709167,
+                0.9477815286674603,
+                0.9881704764475729,
+                1.0137752766865444,
+                0.9583402354865277,
+                0.9958443104934569,
+                0.9663730766877806,
+                1.0669358291663034,
+                0.955827255033273,
+                0.9505215572351379,
+                1.0084010054173358,
+                0.9871444837708967,
+                1.0130833200270473,
+                1.043702427349745,
+                0.9912743901116762,
+                0.973685836703786,
+                0.985763394194837,
+                1.0377291955455417,
+                1.0077815203197755,
+                1.0141762382944473,
+                1.019662919156708,
+                1.046456382869172,
+                1.0332849966442448,
+                1.0406499407344652,
+                0.9961622026264285,
+                0.9855957603524927,
+                0.9824473993933991,
+                1.0388871379951687,
+                1.0170409949547163,
+                1.03216407460882,
+                1.0347227568843633,
+                1.0401704190454892,
+                0.9504580582249552,
+                0.9606350019976608,
+                1.0073622594193574,
+                1.0173972038824486,
+                0.9758624776113387,
+                1.017294570276939,
+                1.1903867160054817,
+                1.041760575180181,
+                0.9817904646611345,
+                0.9934098271111226
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6670103073120117,
+        "72": 0.5938144326210022,
+        "108": 0.5247423052787781,
+        "255": 0.25360825657844543
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-margin/fold_3/result.json b/UCI_N6/sdp/runs/plant-margin/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b9b9babf46d119948ecd4ad5e5fb16abcbbb991
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-margin/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.691699604743083,
+    "test_acc": 0.7159450897571278,
+    "train_size": 400,
+    "val_size": 253,
+    "test_size": 947,
+    "stats": {
+        "mean": [
+            [
+                0.0049220609499997505,
+                0.014300554999999927,
+                -0.013117759999999938,
+                0.0006888637499999897,
+                0.014571960000000097,
+                -0.029186410499999996,
+                0.002400438750000075,
+                -0.053890317500000125,
+                0.010837756000000382,
+                -0.043686283749999874,
+                0.00818919124999994,
+                0.02274708350000002,
+                -0.010304195600000106,
+                0.021186932849999934,
+                0.02806746060000008,
+                0.03340746249999935,
+                -0.023547052000000096,
+                -0.033522315499999976,
+                0.008610349500000156,
+                0.027052154499999995,
+                -0.010934992499999938,
+                0.006081485000000295,
+                0.02777317250000039,
+                0.016383195499999857,
+                0.03879757150000023,
+                -0.021655729750000265,
+                0.014864098750000401,
+                0.036007804000000046,
+                -0.006075429999999921,
+                -0.019079332500000098,
+                0.046873371749999754,
+                0.020189249124999916,
+                -0.006358586449999976,
+                -0.01606563250000019,
+                -0.011602580249999888,
+                0.013908655750000045,
+                -0.026925847499999826,
+                0.04435231250000004,
+                0.0030248995000000476,
+                0.04331075999999964,
+                -0.010036047250000119,
+                -0.020255887499999837,
+                0.016312687999999884,
+                0.0007390799999998633,
+                -0.01058009674999995,
+                0.022933002500000025,
+                0.018606085150000003,
+                -0.02793774274999995,
+                0.02640782450000013,
+                0.0009197187999999446,
+                0.01879274900000016,
+                -0.012793932500000254,
+                -0.05696751475000014,
+                0.009623771999999869,
+                -0.014076831999999899,
+                0.03262045174999992,
+                -0.03750922250000002,
+                -0.020068239750000067,
+                0.007511379900000031,
+                0.011995891500000104,
+                0.001957915000000034,
+                0.008284810500000324,
+                -0.03583419272500005,
+                0.025183247499999534
+            ]
+        ],
+        "std": [
+            [
+                1.0292860056491944,
+                1.0292792317834558,
+                1.021157636187128,
+                1.0004671883473788,
+                1.0099925807918118,
+                0.940459599532873,
+                1.0284403765468189,
+                0.8253858457506277,
+                1.0205839902595195,
+                0.9375845702209917,
+                1.0276192722636466,
+                1.0352781665590673,
+                1.00573951678478,
+                1.0168176366617936,
+                1.0354526336454533,
+                1.409467384284455,
+                1.0173514777145187,
+                0.9176768917465363,
+                0.9987312571300704,
+                1.011937740881034,
+                0.998584402272729,
+                1.056733717686757,
+                1.037552726041927,
+                1.0142258428702424,
+                1.035939823876147,
+                0.9963005677388238,
+                1.0191184901038401,
+                1.0189027476350714,
+                0.9772965657228759,
+                0.9822876158929498,
+                1.1026232958885742,
+                1.0501886707528871,
+                0.9971602814316513,
+                1.0340674788196675,
+                0.9800225335712383,
+                1.0197769718133536,
+                0.9741149929553732,
+                1.042912622378931,
+                0.9736271090391864,
+                1.061534430063924,
+                0.9526685914619262,
+                1.0048497041951536,
+                1.0274317900005205,
+                0.9912072467959292,
+                0.9895627947501346,
+                1.0186115853191826,
+                1.013480663944259,
+                0.9413201803178272,
+                1.0436199704257596,
+                0.9898799364419235,
+                1.0333854032952587,
+                0.9495359391868493,
+                0.9383015025414292,
+                1.0126790152589706,
+                0.9761807480062364,
+                1.0554871962715169,
+                0.9748100083771338,
+                0.9555452645008876,
+                1.0523449870830452,
+                0.9961427848161136,
+                1.2062430696295,
+                1.0118419269696228,
+                0.9775440389434499,
+                0.9524811445180422
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6409715414047241,
+        "72": 0.5733896493911743,
+        "108": 0.5036959052085876,
+        "255": 0.24709610641002655
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-shape/fold_0/result.json b/UCI_N6/sdp/runs/plant-shape/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6d279b6fc2f14c8a32e1c7421f5b65fa126e3293
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-shape/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 100,
+    "best_val_acc": 0.5560747663551402,
+    "test_acc": 0.4827586206896552,
+    "train_size": 400,
+    "val_size": 214,
+    "test_size": 986,
+    "stats": {
+        "mean": [
+            [
+                0.010793134649999947,
+                0.0029814738750000274,
+                -0.005680250974999982,
+                -0.00999388868249995,
+                -0.018943553000000047,
+                -0.022220061225000066,
+                -0.023538591772499947,
+                -0.023104606949999985,
+                -0.022654011850000027,
+                -0.013826088777500009,
+                -0.012183569699999982,
+                -0.019542425225000024,
+                -0.021094745304999968,
+                -0.013662524125000061,
+                -0.007497562182500008,
+                -0.004011965550000029,
+                -0.0018356184500000372,
+                7.94950000007455e-06,
+                0.00456346359999991,
+                0.002077647049999971,
+                0.005165495805000022,
+                0.009402297242499979,
+                0.008459789907500027,
+                0.010384120812499977,
+                0.009072800484999985,
+                0.009275099372499976,
+                0.011333548210000006,
+                0.00974336192500002,
+                0.009874121385000021,
+                0.013796312999999978,
+                0.0035003747700000252,
+                -0.0006504867999999986,
+                -0.006737763249999974,
+                -0.009779546075000065,
+                -0.009547967425750021,
+                -0.008340889135000092,
+                -0.01037015690000003,
+                -0.015118204249999967,
+                -0.014712120350000033,
+                -0.011817635924999998,
+                -0.01854881525000002,
+                -0.021627437300000017,
+                -0.02562561288749998,
+                -0.02507883772499999,
+                -0.01957355992500001,
+                -0.010989493799999993,
+                -0.004170166650000026,
+                -0.0007832742674999737,
+                -0.0008414850850000529,
+                0.0014383313750000115,
+                0.008277859025000037,
+                0.015007289872500043,
+                0.02009162649999997,
+                0.020694419627500026,
+                0.02312079630000003,
+                0.02027844062500002,
+                0.012670696450000017,
+                0.011923742850000028,
+                0.008522531550000014,
+                0.0021193726999999838,
+                0.00027873594999999404,
+                -0.005514954024999976,
+                -0.005619866314999964,
+                0.000804423425000044
+            ]
+        ],
+        "std": [
+            [
+                1.0193984315579283,
+                1.0138728773194225,
+                1.0025119027839187,
+                0.9926201913273888,
+                0.9797572939727588,
+                0.9675431762012998,
+                0.9562849021750489,
+                0.9457765924705838,
+                0.9453288165685446,
+                0.9493183692891524,
+                0.9510566730800354,
+                0.9587654362947835,
+                0.9708540170515252,
+                0.9906082656256265,
+                1.0060018623497948,
+                1.0090880491601784,
+                0.9970255943580457,
+                0.9966975594633455,
+                1.0075598104469696,
+                1.0193962682636182,
+                1.040522735169908,
+                1.0407459188197639,
+                1.0303725268059722,
+                1.0256419706953475,
+                1.0198382842786065,
+                1.0197936843070703,
+                1.0266695425622123,
+                1.0253571333157874,
+                1.0153590777307844,
+                1.0110354025342352,
+                1.0181892223475282,
+                1.0166426127543688,
+                1.011169701470929,
+                1.0054929366994545,
+                1.0096458368985821,
+                1.0140452905977049,
+                1.009910026151903,
+                0.9911465124845928,
+                0.981395028524588,
+                0.9714368920896277,
+                0.9640569672295396,
+                0.9682443777583067,
+                0.9618240790560709,
+                0.9651476273791817,
+                0.9697583533908924,
+                0.9857642722747081,
+                0.9945128871244862,
+                0.998379374233736,
+                1.0006314561941052,
+                1.008050481132436,
+                1.0268004129156558,
+                1.0452850694975346,
+                1.0563281717760602,
+                1.0509178269869455,
+                1.0471449082028836,
+                1.0431100616694575,
+                1.035476811024627,
+                1.0416661017312363,
+                1.0428844632918242,
+                1.0319514866130477,
+                1.029873132188317,
+                1.028802362627988,
+                1.0249104343768467,
+                1.0178924453800364
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.37221094965934753,
+        "72": 0.27586206793785095,
+        "108": 0.1866125762462616,
+        "255": 0.04361054673790932
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-shape/fold_1/result.json b/UCI_N6/sdp/runs/plant-shape/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..15070d2410a1cdbcb64dc89f8db37886a768b022
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-shape/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.5121951219512195,
+    "test_acc": 0.5167714884696016,
+    "train_size": 400,
+    "val_size": 246,
+    "test_size": 954,
+    "stats": {
+        "mean": [
+            [
+                -0.01969966857750001,
+                -0.018735893250000035,
+                -0.01923726170000004,
+                -0.01765154066999996,
+                -0.021040157724999967,
+                -0.020549986874999978,
+                -0.01802188749999998,
+                -0.013611070524999968,
+                -0.01314826475000005,
+                -0.010111033277499976,
+                -0.011831655162500052,
+                -0.009240258725000013,
+                -0.004857546977500041,
+                -0.003872501354999996,
+                -0.004503420224999966,
+                -0.007399539599999919,
+                -0.009506949104999987,
+                -0.00983436382500002,
+                -0.0073349694900001206,
+                -0.0026293045575000932,
+                -0.005217706800000011,
+                -0.01053002465000001,
+                -0.011560438125000017,
+                -0.009075882437499998,
+                -0.0045980930749999985,
+                -0.008758359152500011,
+                -0.012621292225000027,
+                -0.016511235369999985,
+                -0.028317963276500033,
+                -0.02497353765000002,
+                -0.014343673825000004,
+                -0.008610495525000058,
+                0.004172939175000043,
+                0.0019351163249999698,
+                -0.004373591600750041,
+                -0.0077125528000000455,
+                -0.01211637097500002,
+                -0.01259113399249995,
+                -0.012157099130000017,
+                -0.014399237225000002,
+                -0.009437209475000015,
+                -0.0046622409374999915,
+                -0.006370976337500016,
+                -0.011270999825000006,
+                -0.015921284525000006,
+                -0.012410074750000007,
+                -0.014884673650000003,
+                -0.016949542649999955,
+                -0.017354671999999977,
+                -0.011285483702500028,
+                -0.009929046974999904,
+                -0.007901803479999947,
+                -0.00815231512075005,
+                -0.010049489069999949,
+                -0.011786209875000047,
+                -0.014985319077499979,
+                -0.019011035099999973,
+                -0.008162044849999986,
+                -0.0058525207999999595,
+                -0.01041489936249999,
+                -0.011318642174999963,
+                -0.015970219724999984,
+                -0.026622342699999985,
+                -0.029072289924999974
+            ]
+        ],
+        "std": [
+            [
+                0.9860131433859547,
+                0.9839451298693502,
+                0.9815653890681931,
+                0.9791684843455107,
+                0.9793192609145278,
+                0.980950701990714,
+                0.9884282309487391,
+                0.9817147072820436,
+                0.9862993933397015,
+                0.9922815938909398,
+                0.9847563677603288,
+                0.9853865969758397,
+                0.9879672222996878,
+                0.9946824106249518,
+                0.9961943172051062,
+                0.9902136279887243,
+                0.9887680048123522,
+                0.993003063211071,
+                1.0071770840518683,
+                1.0247666604590329,
+                1.0257137801878309,
+                1.011455364670402,
+                0.9947052989179791,
+                0.9869387562943811,
+                0.9888179645496713,
+                0.987009987810631,
+                0.9897190394535154,
+                0.991361121462267,
+                0.992989633996112,
+                0.9961724937704427,
+                0.9897090546568476,
+                0.9844393105882888,
+                0.9858088094372514,
+                0.9942345793157213,
+                0.9949467347271544,
+                0.9941801452632953,
+                0.9935755677210956,
+                0.9940539923777484,
+                0.9871617326295817,
+                0.9809194296573341,
+                0.9841049037423958,
+                0.9872912480789516,
+                0.9853330949312704,
+                0.9809868668056975,
+                0.977760884105985,
+                0.9785005795193457,
+                0.9774791029379978,
+                0.9747292923736738,
+                0.9892632184812155,
+                0.9903128998680867,
+                0.9995507672572046,
+                1.012420498620147,
+                1.014423356554454,
+                1.0113780719858716,
+                1.0085495954493642,
+                1.0103910622541978,
+                1.0042573664175571,
+                0.9954666158538873,
+                0.9825056771440344,
+                0.969748087810821,
+                0.9684376869484385,
+                0.9687387646565352,
+                0.9685510643060194,
+                0.9716172187511043
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.41299790143966675,
+        "72": 0.30188679695129395,
+        "108": 0.20335428416728973,
+        "255": 0.05136268213391304
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-shape/fold_2/result.json b/UCI_N6/sdp/runs/plant-shape/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fc093d818ebe37d1d399c99998b0d4330a0145d8
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-shape/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.49361702127659574,
+    "test_acc": 0.45492227979274613,
+    "train_size": 400,
+    "val_size": 235,
+    "test_size": 965,
+    "stats": {
+        "mean": [
+            [
+                -0.011195848850000047,
+                -0.014077039849999994,
+                -0.015681537625000016,
+                -0.015262547177500023,
+                -0.018894034979999984,
+                -0.023536119524999965,
+                -0.016015195249999968,
+                -0.008908977427499989,
+                -0.005013930349999998,
+                -0.007225348899999984,
+                -0.008182635,
+                -0.00789371312500003,
+                -0.011035066974999978,
+                -0.005199030499999984,
+                0.005315251324999976,
+                0.011141104150000055,
+                0.011588849470000002,
+                0.009680554374999966,
+                0.010888354087499948,
+                0.010037595079999946,
+                0.011800275580000021,
+                0.007671618275000015,
+                0.006882413550000033,
+                0.0062716886124999935,
+                -0.0019262105499999794,
+                -0.002007641149999968,
+                -0.003485761440000005,
+                -0.0017775631049999818,
+                0.0007400688484999391,
+                -0.0018860717750000106,
+                -0.006113297799999992,
+                -0.013600633775000042,
+                -0.020458192474999966,
+                -0.023048553475000007,
+                -0.019547718700000005,
+                -0.01125536750999998,
+                -0.014651312500000012,
+                -0.017176074307499963,
+                -0.015313710324999983,
+                -0.018115000749999995,
+                -0.02384295694999999,
+                -0.02221634045249998,
+                -0.019668475399999934,
+                -0.016640133125000005,
+                -0.011789776774999969,
+                -0.006203905024999959,
+                -0.004540449625000036,
+                0.0006846066824999924,
+                0.006433635392500026,
+                0.0017259993975000153,
+                0.0026194728225000024,
+                0.002456912675000057,
+                0.0035687386999999193,
+                0.003967900025000002,
+                0.008058575125000038,
+                0.009259356747499982,
+                0.009820443250000033,
+                -0.000526142624999981,
+                -0.007535754924999987,
+                -0.006530597337499988,
+                -0.00488854567499998,
+                -0.004628704975000013,
+                -0.006573741065000051,
+                -0.008198970250000055
+            ]
+        ],
+        "std": [
+            [
+                0.9997831577603109,
+                1.0025959495608783,
+                0.9981200898415419,
+                0.9862363254781552,
+                0.9807001230728768,
+                0.9703599657486957,
+                0.9542469081610001,
+                0.9473845839451106,
+                0.9547713929170183,
+                0.9636033061770535,
+                0.9759543385191676,
+                0.9833507068982068,
+                0.9860092538737429,
+                0.9928824474026815,
+                1.009087175522555,
+                1.0225369274879927,
+                1.0377746120861517,
+                1.047008477348557,
+                1.0437668765399934,
+                1.0330775502764258,
+                1.0319662406027479,
+                1.030352484762016,
+                1.0343435297883754,
+                1.0306714836465332,
+                1.0227257424915315,
+                1.0163750005569692,
+                1.0080783487785092,
+                1.0057728718253096,
+                1.0031574142753106,
+                0.9970437490537768,
+                1.0039054666803333,
+                1.0092902332461646,
+                1.015955753316646,
+                1.0094451596904581,
+                0.9971506877338592,
+                0.9797514030945054,
+                0.9606748456549195,
+                0.9429643662114964,
+                0.9357296749897012,
+                0.9401794981595187,
+                0.9451576738004599,
+                0.9529959594959825,
+                0.9553731219059256,
+                0.952474899040048,
+                0.9565245724608336,
+                0.9697603305783443,
+                0.9863202900077532,
+                0.9954169393962655,
+                1.0081946986669663,
+                1.0156075960594253,
+                1.0253976925038635,
+                1.0300309888526664,
+                1.0402541851284346,
+                1.0433040030246603,
+                1.0375395049686613,
+                1.0264815045978641,
+                1.021912736268765,
+                1.0088758758830503,
+                1.003466814657958,
+                1.0086525159597994,
+                1.0137559378643732,
+                1.0086686244063605,
+                1.006042971236659,
+                1.0003260366638576
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.31191712617874146,
+        "72": 0.21243524551391602,
+        "108": 0.1585492342710495,
+        "255": 0.048704665154218674
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-shape/fold_3/result.json b/UCI_N6/sdp/runs/plant-shape/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ef89ca838b73064c217f4b4a2a248a2a80abc35d
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-shape/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 58,
+    "best_val_acc": 0.42290748898678415,
+    "test_acc": 0.4131551901336074,
+    "train_size": 400,
+    "val_size": 227,
+    "test_size": 973,
+    "stats": {
+        "mean": [
+            [
+                -0.01614315225000004,
+                -0.007862261849999979,
+                0.00030315945000001577,
+                -6.585304499997488e-05,
+                0.0033457709750000114,
+                0.009937330912499974,
+                0.010135651675000024,
+                0.009038938675000023,
+                0.008931583272500009,
+                0.009906352275000018,
+                0.013642040799999994,
+                0.017299261174999987,
+                0.019865335000000005,
+                0.019657458469999986,
+                0.022414197692500006,
+                0.02512643972499996,
+                0.026877304525000024,
+                0.0296143309,
+                0.027764356497500045,
+                0.024134231862499998,
+                0.021181714175000043,
+                0.02076543959999998,
+                0.018820411632499992,
+                0.016560606787500022,
+                0.014716417624999967,
+                0.015544499800000031,
+                0.008937221650000026,
+                0.0035691808475000007,
+                0.00756637997750002,
+                0.010582013399999977,
+                0.00892202232,
+                0.010522723749999905,
+                0.009224050324999985,
+                0.011262885774999978,
+                0.012877923949999981,
+                0.008631394499999978,
+                0.013585739524999963,
+                0.012593921374999985,
+                0.00966451497500001,
+                -0.0018835844000000157,
+                -0.0072232187000000215,
+                -0.0024773558750000612,
+                0.004778897314500035,
+                0.010836082050000053,
+                0.013114038100000038,
+                0.012921894249999984,
+                0.011661495899999983,
+                0.006202870582499988,
+                0.009554275007499979,
+                0.010892630822499966,
+                0.015263733174999995,
+                0.018143591994999972,
+                0.01859551449250001,
+                0.01313465375500002,
+                0.01828117135000002,
+                0.021080939575000034,
+                0.020155471175000023,
+                0.02226961222499997,
+                0.019368037950000003,
+                0.018775792600000018,
+                0.018483347624999945,
+                0.009753726052499946,
+                -0.0015497268675000327,
+                -0.011832948350000021
+            ]
+        ],
+        "std": [
+            [
+                0.9690180900805035,
+                0.9727335201919173,
+                0.9764755262740973,
+                0.9829585179082819,
+                0.9924285501408081,
+                1.0058984225928205,
+                1.0139421119627963,
+                1.0204714628277265,
+                1.024761969275269,
+                1.0411321691366637,
+                1.051554346720804,
+                1.0528939116549463,
+                1.048231049542776,
+                1.035208648003462,
+                1.0211826349075386,
+                1.021066390612321,
+                1.0225781515263015,
+                1.0234107662776533,
+                1.013889389780415,
+                1.002809268474515,
+                1.005659594852486,
+                1.0123290373188114,
+                1.0154559039015623,
+                1.013290801738594,
+                1.0094740964231081,
+                1.0002162486552635,
+                0.9914378185750687,
+                0.9943868019460187,
+                0.9942535553869897,
+                0.9896262981629789,
+                0.9859228057329431,
+                0.9860916917991401,
+                0.9824333417893006,
+                0.9869225315171396,
+                0.9958671872185834,
+                0.999358349920491,
+                0.9902030063817621,
+                0.9953941674238796,
+                1.0044794940384356,
+                1.01450410197358,
+                1.0212449253894722,
+                1.031533466370799,
+                1.0310663353310807,
+                1.0299586525323416,
+                1.0140754261682852,
+                1.0146983653439086,
+                1.010949221001189,
+                0.9984754004996209,
+                0.9996230059073175,
+                1.0023281510239592,
+                1.0083940727060101,
+                1.0104207218854935,
+                1.0188090918448567,
+                1.0267152458848512,
+                1.0256934112800635,
+                1.0177374007859166,
+                1.004324219711767,
+                0.9955156869267784,
+                0.9865523378817893,
+                0.984584448748711,
+                0.9818097517909892,
+                0.9865486470036113,
+                0.9850111209189524,
+                0.9782242969255907
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.3186022639274597,
+        "72": 0.23535458743572235,
+        "108": 0.17060637474060059,
+        "255": 0.02980472892522812
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-texture/fold_0/result.json b/UCI_N6/sdp/runs/plant-texture/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c20b4772923690cf4c73b3674d317d7b5cb8b4d4
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-texture/fold_0/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 72,
+    "best_val_acc": 0.7429718875502008,
+    "test_acc": 0.708421052631579,
+    "train_size": 400,
+    "val_size": 249,
+    "test_size": 950,
+    "stats": {
+        "mean": [
+            [
+                -0.016478091624999976,
+                -0.014961091800000008,
+                -0.004249621250000072,
+                0.023384388500000127,
+                0.005502324450000172,
+                0.0145078697499998,
+                0.0045305880750000724,
+                -0.03467714649999986,
+                0.004193091999999971,
+                0.012809078150000047,
+                -0.009651387200000038,
+                -0.01915911049999979,
+                -0.008120220149999673,
+                0.007483559499999939,
+                -8.819250000012408e-06,
+                -0.019568870142500156,
+                0.028020058549999945,
+                0.022078226650000053,
+                0.0008334952449999984,
+                -0.0007628900000000476,
+                -0.033131676325000525,
+                -0.02417429049999988,
+                0.012456803749999997,
+                0.002599056999999966,
+                -0.016433078500000114,
+                -0.0015455646349999707,
+                0.03351081127500002,
+                -0.00866295650000013,
+                -0.001216327300000051,
+                0.02500025624999989,
+                0.002615395250000011,
+                0.004382452249999722,
+                -0.0336998632,
+                0.024454489599999945,
+                0.006896749999999824,
+                0.0024042895000002573,
+                -0.0489830051999999,
+                -0.0018739831749999436,
+                -0.0027442942499998836,
+                0.014888681500000006,
+                0.039273120399999896,
+                -0.03620304349999986,
+                0.01871371774999999,
+                0.0017737930000000502,
+                0.03068173249999988,
+                0.005476874500000017,
+                -0.018285551499999983,
+                -0.01942126079499999,
+                0.020034201150000052,
+                -0.04440868274999999,
+                -0.0031926880000002233,
+                -0.009055307999999866,
+                0.01178355375000011,
+                0.006780597750000028,
+                -0.015243231374999874,
+                0.051239233250000044,
+                0.01800514339999995,
+                0.008651616399999893,
+                0.0034974595000000232,
+                0.03453392162500026,
+                -0.006043314750000227,
+                0.012514663999999986,
+                0.043475420250000084,
+                -0.02456098675000002
+            ]
+        ],
+        "std": [
+            [
+                0.9009966230602708,
+                0.9364276177287642,
+                0.9754761006143327,
+                1.0291666417884513,
+                1.0289691228068274,
+                0.9876927454085853,
+                0.9560626059354702,
+                0.9597522889147546,
+                0.9994773403976824,
+                1.0152637844096681,
+                0.9520114484241692,
+                0.9432619847706322,
+                0.9482931419315812,
+                1.0591026895126023,
+                0.9522570318080412,
+                0.9864956149999131,
+                1.084922016377646,
+                1.173758426456074,
+                1.0592998584844,
+                1.0606714617823771,
+                0.8614306216418535,
+                1.0345366597359764,
+                1.042209469105469,
+                1.0348653782485668,
+                0.9988649975902255,
+                1.0174988947519772,
+                1.0858204535316325,
+                0.9739602296564857,
+                1.0131848275815751,
+                1.0264935540496496,
+                0.9816966426566287,
+                1.0024562576995246,
+                0.9036181164894379,
+                1.0437722258848774,
+                0.9846104856336191,
+                1.0510739753463445,
+                0.8892428833739887,
+                0.9794996248503948,
+                0.9461971557449678,
+                1.0298104390925615,
+                1.1599976257671403,
+                0.9173959381413883,
+                0.9736629274573383,
+                0.9990534408909421,
+                1.0761727962998655,
+                0.9933289670108497,
+                0.9771946168612999,
+                1.032165319421753,
+                1.0398720209157222,
+                0.9587359927023673,
+                1.012139905486573,
+                0.9975269161128212,
+                1.0373603976704429,
+                0.9974923617573629,
+                1.0098998196849565,
+                1.1923604394819194,
+                1.0833214484639513,
+                1.0328745232566003,
+                1.0402739857013459,
+                1.1225366590688706,
+                0.9261829634072084,
+                1.0546429695267736,
+                1.0777446293534623,
+                0.9933512209550289
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6673684120178223,
+        "72": 0.6199999451637268,
+        "108": 0.5778946876525879,
+        "255": 0.38947367668151855
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-texture/fold_1/result.json b/UCI_N6/sdp/runs/plant-texture/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d24f231533ea07c465a5968452913dc38536563a
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-texture/fold_1/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 81,
+    "best_val_acc": 0.6798418972332015,
+    "test_acc": 0.7420718816067653,
+    "train_size": 400,
+    "val_size": 253,
+    "test_size": 946,
+    "stats": {
+        "mean": [
+            [
+                -0.004256254850000026,
+                0.021923264150000024,
+                -0.012071683000000069,
+                -0.011057278499999901,
+                -0.017880446849999797,
+                0.0011827752499998178,
+                -0.0027601811999999146,
+                -0.0251483662499997,
+                0.055288276499999955,
+                0.018802836700000086,
+                0.000680779799999956,
+                -0.003705401924999697,
+                -0.0076088335999996695,
+                -0.006072732000000045,
+                0.0014956542500000531,
+                -0.02329864526500025,
+                0.00074919069999995,
+                0.034619562699999926,
+                0.014588840164999981,
+                -0.0003229700500000161,
+                0.03756710242499937,
+                -0.018300292499999992,
+                0.015038550999999963,
+                0.038566000999999954,
+                -0.024540214250000143,
+                0.03385858173000003,
+                -0.01502205307499997,
+                -0.03221403250000019,
+                -0.03763231055000007,
+                -0.0005684717500001015,
+                0.005178833750000021,
+                0.0232263649999997,
+                -0.018164639750000218,
+                -0.0284664659000001,
+                0.014296748749999815,
+                -0.01446542499999974,
+                0.017083458499999923,
+                -0.05198149362499994,
+                0.02665897775000016,
+                0.0006017054999999511,
+                -0.023385096025000055,
+                -0.00870071099999995,
+                -0.02645367400000001,
+                0.030389902050000018,
+                -0.010937763500000006,
+                -0.05008216174999998,
+                -0.014492351249999987,
+                -0.029835240265000052,
+                -0.0028061221000000624,
+                0.012136923749999967,
+                0.04889772374999951,
+                -0.005096808249999897,
+                -0.007376563999999944,
+                0.017595101374999984,
+                -0.013797275999999694,
+                0.054841677249999804,
+                -0.058722712075000016,
+                0.03106128492499999,
+                0.04723510375,
+                0.03316721925000017,
+                -0.00928761275000021,
+                0.004404617250000025,
+                -0.002385128999999882,
+                -0.039578189499999986
+            ]
+        ],
+        "std": [
+            [
+                1.0176195895454074,
+                1.0490244648468456,
+                0.9960419330218429,
+                1.0013824399376616,
+                0.9994469044392366,
+                0.9946100427625639,
+                1.0157545132253116,
+                0.9788609202986969,
+                1.071845617834868,
+                0.9893086678710389,
+                0.9761446960534231,
+                1.0226495027246933,
+                1.039042345736355,
+                0.9862504907230619,
+                1.010782124858231,
+                0.9283410333997018,
+                0.9169243300337626,
+                1.2172212453002578,
+                1.0463189591077335,
+                1.0069757171220548,
+                1.1331476744057545,
+                0.9469821203572525,
+                1.056155176364169,
+                1.0595663845370344,
+                0.9428967883897005,
+                1.0970228794322368,
+                0.9685633455294996,
+                0.9741644818618026,
+                0.9143633677590421,
+                1.0691597858758368,
+                1.01412670505509,
+                1.070121954375621,
+                0.951399475845066,
+                0.9830032176811866,
+                1.0946821401422548,
+                0.9450181434403627,
+                1.0182514042513124,
+                0.9407099037863594,
+                1.0799791344020868,
+                0.9842100577075739,
+                0.9049268404343978,
+                0.9743966176706755,
+                0.9614307865494272,
+                1.0589976460635564,
+                1.033707681388281,
+                0.9570270454194322,
+                0.9726967073724329,
+                0.9598087507205947,
+                1.0248291708573996,
+                1.0065887165171423,
+                1.1899283807762595,
+                1.046684908157972,
+                0.9585960515533316,
+                1.0015106988574207,
+                0.9882827515120411,
+                1.1390243681390715,
+                0.903234233001017,
+                1.0770406438636961,
+                1.0289747705280785,
+                1.108986637240471,
+                0.9644875764134929,
+                0.9341662575099802,
+                1.0003551075843455,
+                0.9381906895869818
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6966173052787781,
+        "72": 0.6522198915481567,
+        "108": 0.6131078004837036,
+        "255": 0.3942917585372925
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-texture/fold_2/result.json b/UCI_N6/sdp/runs/plant-texture/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6f58d7c2305517fb627bb1b0c3d90654b8a3e363
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-texture/fold_2/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.736,
+    "test_acc": 0.6986301369863014,
+    "train_size": 400,
+    "val_size": 250,
+    "test_size": 949,
+    "stats": {
+        "mean": [
+            [
+                0.006781644050000072,
+                -0.01704826455000003,
+                -0.002251882250000035,
+                -0.0028131144999998512,
+                -0.005865192699999791,
+                0.009570933999999944,
+                -0.009578214299999865,
+                -0.024165803499999656,
+                -0.01858652050000008,
+                -0.016836627099999942,
+                0.022271386250000094,
+                0.02783143624999974,
+                0.013649515400000272,
+                0.03256191874999994,
+                0.007509060350000286,
+                0.028498989239999706,
+                0.009155898099999922,
+                -0.05709269885000008,
+                -0.011131543627500075,
+                0.007129308599999935,
+                0.009527655224999435,
+                0.048195565000000024,
+                -0.03163669524999997,
+                -0.012298672749999962,
+                -0.015361769500000262,
+                -0.020092703134999917,
+                0.00814105310000005,
+                0.010467141749999798,
+                0.000659113049999987,
+                0.0005926604999999846,
+                -0.003039380250000019,
+                0.006916299999999689,
+                0.0028526314500000234,
+                0.02393395764999979,
+                -0.017349249750000083,
+                -0.004382585749999812,
+                0.0006067708249999293,
+                -0.02260160009999996,
+                -0.020113583249999886,
+                -0.027872431749999968,
+                0.012264436799999952,
+                0.015939157750000252,
+                -0.014283123999999987,
+                -0.014588402899999955,
+                0.013490449499999968,
+                0.011403421250000092,
+                0.012658765250000021,
+                -0.014379616514999992,
+                0.014957853600000057,
+                0.00609202149999992,
+                -0.02169176450000027,
+                -0.0238132444999999,
+                -0.016261851749999882,
+                -0.006561618624999998,
+                0.00928921537500022,
+                -0.0672483589999997,
+                0.0054866013749999285,
+                0.003738513875000059,
+                -0.02022912349999999,
+                -0.003440074000000029,
+                0.030528467999999764,
+                0.03239571075000004,
+                0.03326437500000009,
+                -0.011354963499999924
+            ]
+        ],
+        "std": [
+            [
+                1.0176353776788036,
+                0.9190930489962008,
+                1.0268538651935009,
+                0.9999682393873391,
+                0.9984018173866293,
+                1.0374879590245607,
+                0.9749352350820676,
+                0.996266197839155,
+                0.9511625612934416,
+                0.9876855487180032,
+                1.105409076208761,
+                1.0321003973234553,
+                1.0235494324640213,
+                1.1213865795944102,
+                1.0879930289006665,
+                1.0838318604426802,
+                1.0877272851283968,
+                0.774752481406204,
+                1.0373588129982505,
+                0.9969058944401101,
+                1.011738502430844,
+                1.1511835702083388,
+                0.9377685226320285,
+                1.0219749119064445,
+                0.92170310125349,
+                0.9806129656814709,
+                1.0038200109094886,
+                1.0479216121391026,
+                1.0231420017542938,
+                0.9787899196190312,
+                1.0290085842795444,
+                1.0501562971981688,
+                0.9469912325322501,
+                1.0353208445844364,
+                0.9577479946023613,
+                0.9403622048724667,
+                0.9697131314173383,
+                0.9465545623876653,
+                0.9782386950900146,
+                0.9139584627856204,
+                0.9779691745581587,
+                1.0259013952137952,
+                0.9330608640569992,
+                0.942152577459924,
+                0.9978008930918613,
+                1.0501702677822984,
+                1.0356406401318516,
+                0.9717916536323801,
+                0.982544393973635,
+                1.047669652090456,
+                0.8616845618348262,
+                0.9101934286793992,
+                1.0301962610060198,
+                0.9575486231894531,
+                0.9827140500471714,
+                0.5778539784498753,
+                0.9613134752896453,
+                1.0047774832021952,
+                0.9907827459169802,
+                0.9871971074482115,
+                1.162147207193799,
+                1.0844411935907712,
+                1.0567242900140779,
+                0.9982258566338452
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6554267406463623,
+        "72": 0.6048471927642822,
+        "108": 0.5511063933372498,
+        "255": 0.323498398065567
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/plant-texture/fold_3/result.json b/UCI_N6/sdp/runs/plant-texture/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dc13275596d046638f0b062a4e71a04c0cb5bfb
--- /dev/null
+++ b/UCI_N6/sdp/runs/plant-texture/fold_3/result.json
@@ -0,0 +1,158 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.7530864197530864,
+    "test_acc": 0.7050209205020921,
+    "train_size": 400,
+    "val_size": 243,
+    "test_size": 956,
+    "stats": {
+        "mean": [
+            [
+                -0.014342517400000006,
+                -0.010508095700000018,
+                0.020846525499999963,
+                0.0065602567500000954,
+                0.04070300080000023,
+                0.005624379000000016,
+                0.010057827824999985,
+                -0.0016692939999995607,
+                -0.0012298350000000452,
+                0.004113477850000035,
+                -0.006016862100000142,
+                -0.027265562499999736,
+                0.012290107750000214,
+                -0.017597352249999944,
+                -0.05018481082499988,
+                -0.019962193892500257,
+                -0.01139161950000006,
+                -0.022701001150000014,
+                0.0013786910799999214,
+                -0.014646860050000085,
+                -0.015396491325000532,
+                0.008186758999999919,
+                0.04188897099999995,
+                0.029843807999999857,
+                -0.027753020000000236,
+                -0.0005539261349998608,
+                -0.017307911899999966,
+                0.011377426749999739,
+                -0.022145610699999995,
+                0.007566919749999868,
+                -0.027431704249999946,
+                0.042545776999999674,
+                0.052352197149999995,
+                -0.006990049900000131,
+                0.010389971999999801,
+                0.018498143250000078,
+                0.06626066654999992,
+                0.00848889462500006,
+                -0.018184080999999918,
+                0.01926874899999994,
+                -0.03685933877500006,
+                0.0007597582500002853,
+                -0.02537281875000002,
+                0.008902194600000003,
+                0.02412217824999988,
+                0.031126447000000078,
+                0.024641684499999875,
+                0.0029474992500001605,
+                0.005532393600000062,
+                -0.008580874249999974,
+                -0.015919812000000293,
+                -0.00023579924999993536,
+                0.03706109150000009,
+                -0.0008052041249999526,
+                -0.03436781549999974,
+                0.022327436750000006,
+                0.007519205675000007,
+                -0.011987557750000155,
+                0.01592568225000001,
+                0.005316474750000138,
+                -0.0004174132500002535,
+                -0.032213199249999686,
+                -0.031228355999999867,
+                0.02102232000000007
+            ]
+        ],
+        "std": [
+            [
+                0.8692420724813031,
+                0.949763414888491,
+                1.0642544830753824,
+                1.0472839362776507,
+                1.0901344960110089,
+                1.0448532151498395,
+                0.9860966887034024,
+                0.992983631561972,
+                1.0149294022896036,
+                0.9431952484176876,
+                1.0340529605805364,
+                0.9513173925745501,
+                1.0567752587933925,
+                0.9542576532027438,
+                0.7813209238320555,
+                0.9338054729806743,
+                0.9321480764995789,
+                0.8561905534972463,
+                0.9927488431023881,
+                0.9167664054814741,
+                0.9198840727955573,
+                1.0334423218940791,
+                1.0542630877180026,
+                1.0910912930890575,
+                0.9104729281174669,
+                0.940879543920847,
+                0.9516761628090449,
+                1.0514139332592722,
+                0.9431400801236285,
+                1.0295711364901166,
+                0.8800987512468141,
+                1.1173664674104642,
+                1.1433392914474967,
+                0.9617273036124687,
+                1.037564686694581,
+                1.0144405124623135,
+                1.141213336619724,
+                0.9794696310119911,
+                0.9763734610882173,
+                1.0315472144044722,
+                0.937513787219726,
+                0.9989573963275813,
+                0.898086886732961,
+                1.0058174039027852,
+                1.0273289677810482,
+                1.0127412982823678,
+                1.0261552552616107,
+                1.0621741318043578,
+                0.9715566474052263,
+                0.9644661846983199,
+                0.8986136195077067,
+                0.9995526222906947,
+                1.0617704910396841,
+                1.063170800289359,
+                0.9564967404036995,
+                1.2714040020058475,
+                1.0285638690116818,
+                0.9378454050408493,
+                1.0325468321763043,
+                1.0983078969994187,
+                0.916541159688309,
+                1.0160097153090744,
+                0.9197027539366839,
+                1.0261398372506563
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 64,
+    "out_features": 100,
+    "depth": 6,
+    "padding": 128,
+    "parameters": 212580,
+    "cert_evals": {
+        "36": 0.6621338725090027,
+        "72": 0.6129707098007202,
+        "108": 0.5533472895622253,
+        "255": 0.3357740640640259
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/post-operative/fold_0/result.json b/UCI_N6/sdp/runs/post-operative/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..79f022730d64f24c4ca162677fa77a479bf4e9f1
--- /dev/null
+++ b/UCI_N6/sdp/runs/post-operative/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.7692307692307693,
+    "test_acc": 0.6545454545454545,
+    "train_size": 22,
+    "val_size": 13,
+    "test_size": 55,
+    "stats": {
+        "mean": [
+            [
+                0.2644478181818181,
+                -0.002965454545454521,
+                -0.04423899999999998,
+                0.0652979090909091,
+                -0.09040263636363635,
+                0.12863909090909095,
+                -0.031622818181818196,
+                -0.010754727272727246
+            ]
+        ],
+        "std": [
+            [
+                0.863045425336646,
+                0.9808035281210981,
+                0.9954110000000002,
+                0.8638286631944233,
+                0.9903112638860088,
+                1.0460343032985846,
+                0.9593493232948251,
+                0.6242961991096403
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3507,
+    "cert_evals": {
+        "36": 0.5636363625526428,
+        "72": 0.27272725105285645,
+        "108": 0.12727272510528564,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/post-operative/fold_1/result.json b/UCI_N6/sdp/runs/post-operative/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4199fc6c4a388576f56f0f587a1d0981d3449c07
--- /dev/null
+++ b/UCI_N6/sdp/runs/post-operative/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.5,
+    "test_acc": 0.36,
+    "train_size": 22,
+    "val_size": 18,
+    "test_size": 50,
+    "stats": {
+        "mean": [
+            [
+                -0.04068454545454543,
+                -0.13643590909090905,
+                -0.22522281818181814,
+                -0.01632572727272733,
+                0.18080527272727273,
+                -0.36753845454545453,
+                -0.4196983636363635,
+                0.03461609090909094
+            ]
+        ],
+        "std": [
+            [
+                0.48245777837997267,
+                1.0509474100388445,
+                0.9788196547256961,
+                1.0356928042306306,
+                0.9778540225386487,
+                0.7579234423290888,
+                0.7652973041426179,
+                0.7599528606329299
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3507,
+    "cert_evals": {
+        "36": 0.05999999865889549,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/post-operative/fold_2/result.json b/UCI_N6/sdp/runs/post-operative/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a6b4572036a4c7db5bca292427924c2040b07d4e
--- /dev/null
+++ b/UCI_N6/sdp/runs/post-operative/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.6666666666666666,
+    "test_acc": 0.5084745762711864,
+    "train_size": 22,
+    "val_size": 9,
+    "test_size": 59,
+    "stats": {
+        "mean": [
+            [
+                0.035598363636363664,
+                -0.06970068181818179,
+                -0.13473090909090904,
+                -0.17957400000000004,
+                0.18080527272727273,
+                0.29403163636363644,
+                0.03305631818181817,
+                0.034616272727272704
+            ]
+        ],
+        "std": [
+            [
+                0.7964199476848967,
+                1.018669033729904,
+                0.9912891976159546,
+                1.0484797311020457,
+                0.9778540225386487,
+                1.24868633500981,
+                1.0040929058601908,
+                0.5709040666748884
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3507,
+    "cert_evals": {
+        "36": 0.22033898532390594,
+        "72": 0.033898305147886276,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/post-operative/fold_3/result.json b/UCI_N6/sdp/runs/post-operative/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..aaf5fef9ef73c14282311afc04e95e493f2c2e9b
--- /dev/null
+++ b/UCI_N6/sdp/runs/post-operative/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 6,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5185185185185185,
+    "train_size": 22,
+    "val_size": 14,
+    "test_size": 54,
+    "stats": {
+        "mean": [
+            [
+                -0.4221010909090909,
+                0.19724022727272736,
+                0.22723672727272717,
+                -0.016325727272727287,
+                -1.0092936587501423e-17,
+                -0.036753454545454506,
+                -0.16098145454545446,
+                0.41270672727272745
+            ]
+        ],
+        "std": [
+            [
+                0.9311555791372603,
+                0.9366735504705384,
+                0.9576763484720417,
+                1.0356928042306308,
+                0.9944290000000001,
+                0.7579238589268785,
+                0.9505882556493265,
+                0.8002666526517147
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3507,
+    "cert_evals": {
+        "36": 0.07407407462596893,
+        "72": 0.018518518656492233,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/primary-tumor/fold_0/result.json b/UCI_N6/sdp/runs/primary-tumor/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8808a14058e6dfb965e6dc58a40b535404596637
--- /dev/null
+++ b/UCI_N6/sdp/runs/primary-tumor/fold_0/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.37254901960784315,
+    "test_acc": 0.37055837563451777,
+    "train_size": 82,
+    "val_size": 51,
+    "test_size": 197,
+    "stats": {
+        "mean": [
+            [
+                -0.008010512195121854,
+                0.054444146341463336,
+                0.0366287682926831,
+                0.017473585365853656,
+                0.00994146341463413,
+                0.14699000000000015,
+                0.04866843902439027,
+                -0.06218121951219504,
+                0.01667878048780483,
+                -0.03673495121951217,
+                0.060766390243902485,
+                -0.11804926829268325,
+                0.04384986585365854,
+                -0.04256348780487793,
+                0.026720512195121893,
+                0.09196453658536587,
+                0.04076614634146339
+            ]
+        ],
+        "std": [
+            [
+                0.9284296903454413,
+                0.9827553422472404,
+                0.9950878705168285,
+                1.0173173538014615,
+                0.9933487461181214,
+                1.0,
+                0.962929194381142,
+                1.0381881034205123,
+                0.9899379872265349,
+                1.011517643744964,
+                0.8811077313196498,
+                1.2812447336275181,
+                0.9462003808216405,
+                1.0326718844648832,
+                0.9328296141970309,
+                0.9459362255487258,
+                0.9834201107664913
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 14349,
+    "cert_evals": {
+        "36": 0.27411165833473206,
+        "72": 0.2131979614496231,
+        "108": 0.15228426456451416,
+        "255": 0.030456852167844772
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/primary-tumor/fold_1/result.json b/UCI_N6/sdp/runs/primary-tumor/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..976ccb7b7b72a88c8e164dcd79d27b8d74e104c3
--- /dev/null
+++ b/UCI_N6/sdp/runs/primary-tumor/fold_1/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.14,
+    "test_acc": 0.10101010101010101,
+    "train_size": 82,
+    "val_size": 50,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                -0.19990898780487798,
+                -0.06597853658536594,
+                -0.06580686585365814,
+                -0.04826112195121953,
+                0.03728248780487797,
+                0.06248341463414634,
+                -0.06985995121951216,
+                -0.0032160975609755497,
+                -0.06506265853658541,
+                0.09333218292682927,
+                0.06076639024390239,
+                -0.30444282926829297,
+                -0.1407240975609757,
+                -0.13789832926829237,
+                -0.011618548780487929,
+                -0.07208160975609774,
+                0.0923113658536586
+            ]
+        ],
+        "std": [
+            [
+                1.0840763211298148,
+                0.9871722424447865,
+                0.9943340791237609,
+                0.9878070021217906,
+                0.978564253608743,
+                0.7605592682926824,
+                1.0434538299658207,
+                1.0006713020447777,
+                1.0285572185582093,
+                0.9582691142993712,
+                0.8811077313196498,
+                1.4765153864007459,
+                1.1389873689905186,
+                1.0994550266298473,
+                0.9827072417027007,
+                1.0321010371852044,
+                0.961563601529827
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 14349,
+    "cert_evals": {
+        "36": 0.0555555559694767,
+        "72": 0.005050505045801401,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/primary-tumor/fold_2/result.json b/UCI_N6/sdp/runs/primary-tumor/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fca811b5362966297eb12e6a4a3decc9b499a8d2
--- /dev/null
+++ b/UCI_N6/sdp/runs/primary-tumor/fold_2/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.52,
+    "test_acc": 0.29292929292929293,
+    "train_size": 82,
+    "val_size": 50,
+    "test_size": 198,
+    "stats": {
+        "mean": [
+            [
+                0.05595567073170747,
+                -0.11414758536585423,
+                -0.15360871951219476,
+                0.11138004878048806,
+                0.14664658536585373,
+                -0.022023170731707342,
+                0.04866843902439022,
+                0.11471414634146337,
+                -0.09230980487804882,
+                -0.010721524390243967,
+                -0.13876521951219484,
+                -0.024852487804878247,
+                -0.029979719512195135,
+                -0.13789832926829246,
+                0.02672051219512185,
+                -0.0720816097560979,
+                0.014993536585365865
+            ]
+        ],
+        "std": [
+            [
+                0.8752456105780106,
+                1.0319878972477479,
+                1.020270188955276,
+                0.973373221402528,
+                0.908857763487908,
+                1.068933148158204,
+                0.9629291943811422,
+                0.9096695962820129,
+                1.0396848408746504,
+                1.0024455533701155,
+                1.2137033994344781,
+                1.1602914885292481,
+                1.031634721498422,
+                1.0994550266298473,
+                0.9328296141970309,
+                1.0321010371852055,
+                0.9931654994287419
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 14349,
+    "cert_evals": {
+        "36": 0.22727273404598236,
+        "72": 0.12121212482452393,
+        "108": 0.09595959633588791,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/primary-tumor/fold_3/result.json b/UCI_N6/sdp/runs/primary-tumor/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e504bed46ec3ce47e510660929fde10cf9d26d30
--- /dev/null
+++ b/UCI_N6/sdp/runs/primary-tumor/fold_3/result.json
@@ -0,0 +1,64 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.2222222222222222,
+    "test_acc": 0.24056603773584906,
+    "train_size": 82,
+    "val_size": 36,
+    "test_size": 212,
+    "stats": {
+        "mean": [
+            [
+                0.03463378048780499,
+                0.006275073170731583,
+                0.007361365853658851,
+                -0.05765181707317083,
+                0.06462351219512194,
+                0.062483414634146285,
+                0.04866843902439023,
+                0.17367926829268246,
+                0.043925926829268234,
+                -0.03673495121951222,
+                0.010883487804878128,
+                0.06834443902439019,
+                -0.029979719512194993,
+                0.11632791463414643,
+                0.026720512195121806,
+                0.06462351219512184,
+                0.14385658536585347
+            ]
+        ],
+        "std": [
+            [
+                0.9863628325148939,
+                0.9862904448213375,
+                0.9415700081720351,
+                0.9778925433614022,
+                0.9627768184983537,
+                0.7605592682926826,
+                0.962929194381142,
+                0.8544857970801263,
+                0.9752042587005816,
+                1.0115176437449636,
+                0.9787732234590277,
+                0.8230916787799415,
+                1.031634721498422,
+                0.888087814072915,
+                0.9328296141970309,
+                0.9627768184983537,
+                0.9363654126487833
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 17,
+    "out_features": 15,
+    "depth": 6,
+    "padding": 34,
+    "parameters": 14349,
+    "cert_evals": {
+        "36": 0.12264151126146317,
+        "72": 0.07075472176074982,
+        "108": 0.03773584961891174,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/ringnorm/fold_0/result.json b/UCI_N6/sdp/runs/ringnorm/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8e256125298768f0aba90eaa58039ab65bc1430e
--- /dev/null
+++ b/UCI_N6/sdp/runs/ringnorm/fold_0/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.9849157054125999,
+    "test_acc": 0.9789735473660411,
+    "train_size": 1850,
+    "val_size": 1127,
+    "test_size": 4423,
+    "stats": {
+        "mean": [
+            [
+                -0.0014913630590810715,
+                -0.0002028115945945495,
+                -0.003624673004864866,
+                0.030743673347964937,
+                -0.0034106684216216178,
+                -0.004585295625405408,
+                -0.007129368502702696,
+                0.02503018201621619,
+                -0.009548345086486483,
+                -0.023094663821621602,
+                0.024392343743783677,
+                -0.022385221852432413,
+                -0.011269039536756825,
+                0.006084699226486499,
+                -0.002144298956756773,
+                0.012506844875783789,
+                -0.00058454836702704,
+                0.03584240386432444,
+                -0.012133667589189186,
+                0.004316507892972984
+            ]
+        ],
+        "std": [
+            [
+                0.9784283387930162,
+                0.9905460412687422,
+                1.0065390278100863,
+                0.9927153916321547,
+                0.9735595969809379,
+                0.9917492622308341,
+                1.021226537005995,
+                0.984043931354316,
+                1.0020439489201134,
+                1.0140676776467927,
+                1.01390897497898,
+                1.0144771852122418,
+                1.0088742566237001,
+                1.0031650144538549,
+                0.9957376523551107,
+                1.004052473854246,
+                1.0009632837253672,
+                1.0136956725096684,
+                1.0117437667654883,
+                0.9896482611831617
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9638254642486572,
+        "72": 0.9427990317344666,
+        "108": 0.9025548696517944,
+        "255": 0.5380963087081909
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/ringnorm/fold_1/result.json b/UCI_N6/sdp/runs/ringnorm/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea7aa1aed69f8e1c48bc41bd8d06feb371004b52
--- /dev/null
+++ b/UCI_N6/sdp/runs/ringnorm/fold_1/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.9816176470588235,
+    "test_acc": 0.9780367548184671,
+    "train_size": 1850,
+    "val_size": 1088,
+    "test_size": 4462,
+    "stats": {
+        "mean": [
+            [
+                -0.008131689650810797,
+                -0.002498043243243252,
+                -0.023727151785405413,
+                -0.03585440558918916,
+                -0.0003934882972973119,
+                0.0225867714875676,
+                0.033729259347567535,
+                0.04028018498378375,
+                -0.011526702379459474,
+                0.005509034924324315,
+                -0.0036079329924324473,
+                -0.010609778086486462,
+                -0.04445419758486492,
+                -0.019035246131351363,
+                -0.023686496141621632,
+                -0.004599276812324327,
+                -0.01283934108918918,
+                -0.017065241494054067,
+                0.0003217353513513623,
+                0.0033787389697297146
+            ]
+        ],
+        "std": [
+            [
+                1.022177893241832,
+                0.9975248053566046,
+                1.0196388744846618,
+                1.0221479866384073,
+                0.9970357977944808,
+                1.0307981420348893,
+                0.9773560353822935,
+                0.9781176224444603,
+                1.0106652173823045,
+                0.9892263924920568,
+                1.0047809286897451,
+                0.9927926966385846,
+                0.9948403657240741,
+                1.008299177644683,
+                0.986103425256104,
+                1.0040901235563537,
+                1.0207243055267705,
+                0.9859651487873408,
+                1.0109851150234057,
+                1.0209172013335133
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9648139476776123,
+        "72": 0.9424024820327759,
+        "108": 0.90340656042099,
+        "255": 0.571044385433197
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/ringnorm/fold_2/result.json b/UCI_N6/sdp/runs/ringnorm/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..327d14e1bf2cb9c8f94d6f8e062ceec56ea3321e
--- /dev/null
+++ b/UCI_N6/sdp/runs/ringnorm/fold_2/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.9720930232558139,
+    "test_acc": 0.9805586592178771,
+    "train_size": 1850,
+    "val_size": 1075,
+    "test_size": 4475,
+    "stats": {
+        "mean": [
+            [
+                0.02891295190162165,
+                0.03068944431891898,
+                -0.019467257363783776,
+                -0.009042827307170279,
+                0.0023045943172973027,
+                0.03461760786972972,
+                -0.013958165583783782,
+                -0.0037264931027027265,
+                0.004122639091891881,
+                0.008077664260864866,
+                0.00500549670162161,
+                0.05230572106145954,
+                0.00560352195189189,
+                -0.0038027441356756407,
+                -0.006340691426324323,
+                -0.017875234487027075,
+                -0.009974290385945996,
+                0.031068824466486403,
+                -0.018748794218378367,
+                0.005651800251891893
+            ]
+        ],
+        "std": [
+            [
+                0.9932694884617136,
+                1.0072036987514652,
+                0.9893573161360424,
+                0.9958218951278952,
+                1.0085886667535657,
+                0.9790791907975733,
+                0.9983260051236463,
+                0.9947362590919102,
+                1.006364157341519,
+                1.0005095470798928,
+                0.9832199273034367,
+                0.9689205473346516,
+                1.0001853849462015,
+                1.033775512614162,
+                1.0032724243458653,
+                0.9853254002831421,
+                1.0043894835352993,
+                1.0395476633542529,
+                0.9896749630098167,
+                0.9691966087764504
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9667039513587952,
+        "72": 0.9412290453910828,
+        "108": 0.9016759991645813,
+        "255": 0.5550838112831116
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/ringnorm/fold_3/result.json b/UCI_N6/sdp/runs/ringnorm/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eac84088503efe2517eccda02ddd4aa5bcfb1c3e
--- /dev/null
+++ b/UCI_N6/sdp/runs/ringnorm/fold_3/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.9804651162790697,
+    "test_acc": 0.980782122905028,
+    "train_size": 1850,
+    "val_size": 1075,
+    "test_size": 4475,
+    "stats": {
+        "mean": [
+            [
+                0.02046777164864863,
+                0.0021980356432432023,
+                0.004059637980540555,
+                -0.009342822182702694,
+                0.002387918376162144,
+                0.030360256719999965,
+                -0.015382828059459445,
+                -0.018204245005945925,
+                -0.025843862712432407,
+                0.027745209016216188,
+                0.004481657689729722,
+                0.026131714623621623,
+                0.022636812074594607,
+                0.014200627510810747,
+                -0.0033628461978918974,
+                -0.017424993537297307,
+                0.02008856371405403,
+                -0.012326211236756734,
+                -0.005294278313513533,
+                -0.011560347406486508
+            ]
+        ],
+        "std": [
+            [
+                1.003862152326972,
+                1.0116328206717198,
+                0.9982327875050149,
+                1.0058161542849646,
+                0.9897416118790039,
+                0.97887136461081,
+                0.9958939467129719,
+                1.025014828335411,
+                1.0096954961376094,
+                1.0002821071815167,
+                0.9846740927254561,
+                0.9871728584855372,
+                0.988810619026956,
+                0.9866476352820501,
+                0.9798465412109066,
+                1.0074699501447237,
+                0.9933722458992488,
+                0.9892672826168423,
+                1.0089595701990006,
+                1.0171370551906491
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9696089625358582,
+        "72": 0.9445810317993164,
+        "108": 0.9108380079269409,
+        "255": 0.5845810174942017
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/seeds/fold_0/result.json b/UCI_N6/sdp/runs/seeds/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b1af96f9579f20f134089423e5be6f76ee014fbf
--- /dev/null
+++ b/UCI_N6/sdp/runs/seeds/fold_0/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 27,
+    "best_val_acc": 0.9,
+    "test_acc": 0.8515625,
+    "train_size": 52,
+    "val_size": 30,
+    "test_size": 128,
+    "stats": {
+        "mean": [
+            [
+                -0.07865740384615384,
+                -0.09929158269230767,
+                0.10740706153846159,
+                -0.11327312326923078,
+                -0.054041704038461535,
+                0.11302156807692312,
+                -0.12860311538461539
+            ]
+        ],
+        "std": [
+            [
+                0.9776589269685166,
+                1.0102414254274936,
+                0.8380902928078587,
+                1.0256407102447727,
+                0.9263919424516689,
+                1.0662347835422732,
+                0.9877327834391749
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.6796875,
+        "72": 0.546875,
+        "108": 0.4609375,
+        "255": 0.0078125
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/seeds/fold_1/result.json b/UCI_N6/sdp/runs/seeds/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0461be727b5b7cb8ed41a3a1582afa851b78f5d8
--- /dev/null
+++ b/UCI_N6/sdp/runs/seeds/fold_1/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.7894736842105263,
+    "test_acc": 0.8083333333333333,
+    "train_size": 52,
+    "val_size": 38,
+    "test_size": 120,
+    "stats": {
+        "mean": [
+            [
+                0.058945873076923054,
+                0.058565444230769224,
+                0.07005121538461541,
+                0.06763472500000012,
+                0.047836257499999944,
+                -0.05406976365384615,
+                0.04528192692307701
+            ]
+        ],
+        "std": [
+            [
+                0.9708842177474521,
+                0.9848353623619012,
+                0.8161306877633503,
+                0.9973740833983674,
+                0.9401704976733031,
+                0.9044940579464946,
+                1.002197108725799
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.5083333849906921,
+        "72": 0.3500000238418579,
+        "108": 0.15833334624767303,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/seeds/fold_2/result.json b/UCI_N6/sdp/runs/seeds/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..61f19eb74b30923abe40a94eb50ce0555b4daa24
--- /dev/null
+++ b/UCI_N6/sdp/runs/seeds/fold_2/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 37,
+    "best_val_acc": 0.7058823529411765,
+    "test_acc": 0.7580645161290323,
+    "train_size": 52,
+    "val_size": 34,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.033384901923076866,
+                -0.0331742116538462,
+                -0.031110369230769246,
+                -0.035362980769230695,
+                -0.03749499615384611,
+                -0.05436379423076917,
+                -0.022526719230769286
+            ]
+        ],
+        "std": [
+            [
+                0.9921027190305836,
+                0.9758756553777916,
+                1.131396588661939,
+                0.9525393107723146,
+                1.031011005759497,
+                0.9529339051548767,
+                0.9671977555675655
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.6532257795333862,
+        "72": 0.5161290168762207,
+        "108": 0.3951612710952759,
+        "255": 0.08870967477560043
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/seeds/fold_3/result.json b/UCI_N6/sdp/runs/seeds/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4af0868d64ae3bcca5eb71be87f3e6a7610a48b5
--- /dev/null
+++ b/UCI_N6/sdp/runs/seeds/fold_3/result.json
@@ -0,0 +1,44 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.9705882352941176,
+    "test_acc": 0.8870967741935484,
+    "train_size": 52,
+    "val_size": 34,
+    "test_size": 124,
+    "stats": {
+        "mean": [
+            [
+                -0.01415203269230775,
+                0.0027556519230769717,
+                -0.08995134999999999,
+                0.03169613269230778,
+                -0.04915413269230773,
+                0.020229542307692343,
+                -0.026400719230769202
+            ]
+        ],
+        "std": [
+            [
+                0.968562549022194,
+                0.987659685020645,
+                0.896948829634495,
+                0.9880022117491448,
+                0.9355234042408067,
+                1.095434168498032,
+                1.0069225875711127
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 7,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 14,
+    "parameters": 3117,
+    "cert_evals": {
+        "36": 0.5806451439857483,
+        "72": 0.19354838132858276,
+        "108": 0.04032257944345474,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/semeion/fold_0/result.json b/UCI_N6/sdp/runs/semeion/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ea1e2ef15a663c38f0be94afa325056bc241148a
--- /dev/null
+++ b/UCI_N6/sdp/runs/semeion/fold_0/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 62,
+    "best_val_acc": 0.9045801526717557,
+    "test_acc": 0.8981779206859593,
+    "train_size": 398,
+    "val_size": 262,
+    "test_size": 933,
+    "stats": {
+        "mean": [
+            [
+                0.042952336683416886,
+                0.08904046231155748,
+                0.07781711306532647,
+                0.04420791457286419,
+                0.023773748743718452,
+                0.030800670854271264,
+                0.05355933668341719,
+                0.03393323618090457,
+                0.027005577889447012,
+                -0.020098884422110736,
+                -0.038558869346733554,
+                -0.02876319095477392,
+                -0.035930085427135716,
+                -0.005666462311557859,
+                -0.03678980402010061,
+                -0.02540032914572887,
+                0.07164423115577907,
+                0.10856828643216102,
+                0.016988085427135702,
+                0.008401615577889203,
+                0.058609482412060376,
+                0.009480130653266463,
+                0.017019934673366894,
+                0.018380477386934664,
+                -0.03487012562814079,
+                -0.04757404020100504,
+                -0.03736131909547739,
+                -0.015900620603015,
+                -0.02739998994974887,
+                0.02467418090452264,
+                0.0249909623115577,
+                -0.0428204346733669,
+                0.09282983919598005,
+                0.0839422261306534,
+                0.045602110552763954,
+                -0.0022594874371859885,
+                0.03105556030150764,
+                0.038234974874371906,
+                0.05212423115577904,
+                -0.0418055175879393,
+                0.007379648241206374,
+                -0.0123181708542711,
+                0.03084452261306535,
+                -0.015929640703517652,
+                -0.032517437185929664,
+                -0.042322022613065426,
+                0.012141331658292034,
+                -0.0381711532663317,
+                0.08658839698492467,
+                0.048203969849246485,
+                -0.04225107537688428,
+                -0.025943195979899407,
+                -0.0023844723618089915,
+                0.036030047738693574,
+                0.019591012562814026,
+                -0.00906672110552767,
+                0.05304341708542693,
+                0.04683804020100484,
+                0.011912374371859305,
+                0.007315894472361927,
+                -0.09851672361809082,
+                -0.03642700000000022,
+                -0.020734497487437303,
+                0.031377703517588146,
+                0.06271911809045175,
+                0.00858300502512564,
+                -0.03295607788944731,
+                -0.05819111557788897,
+                0.0045722713567837555,
+                0.0003809296482409935,
+                -0.02592891959799003,
+                0.02250984924623118,
+                0.04199087437185916,
+                0.015708170854271196,
+                -0.026958037688442335,
+                -0.06993793467336694,
+                -0.06541721608040225,
+                -0.06384432160804038,
+                0.007286145728643622,
+                0.030955864321607733,
+                0.027522726130653326,
+                0.036648336683416785,
+                -0.002193748743718662,
+                0.012495773869346763,
+                -0.009007914572864381,
+                -0.0036712160804018216,
+                0.058828603015075205,
+                0.0316613417085427,
+                0.007075424623115544,
+                -0.04322718592964837,
+                -0.06008731155778924,
+                -0.04533076381909549,
+                -0.022957175879396944,
+                -0.0168389145728642,
+                0.025421821608039852,
+                0.02792173869346751,
+                -0.07432091959799038,
+                0.013624623115577675,
+                -0.034945268844221195,
+                0.02665020100502518,
+                0.03429036180904528,
+                0.052019472361808976,
+                0.05586435175879404,
+                -0.01356301507537669,
+                -0.016037165829145907,
+                -0.03266601758794015,
+                -0.04719567587939709,
+                -0.00748582412060346,
+                0.004539849246231048,
+                0.021088369346733554,
+                -0.011933391959799155,
+                -0.015972572864321154,
+                -0.03545065829145717,
+                -0.037793592964824145,
+                -0.044449964824120315,
+                0.029925321608040113,
+                0.06288003015075373,
+                0.08463542713567856,
+                0.02237871859296501,
+                0.006899319095477609,
+                0.01449656281407041,
+                0.000527683417085827,
+                0.03920230150753784,
+                0.01104597989949731,
+                -0.025606010050250903,
+                0.009040170854271303,
+                -0.005590462311557578,
+                -0.01597257286432165,
+                -0.028310065326633178,
+                -0.028887447236180964,
+                -0.0659081507537687,
+                -0.02844676884422169,
+                -0.023109949748743735,
+                0.032979929648241244,
+                0.004363246231154997,
+                0.04131952261306578,
+                0.0639989572864323,
+                0.0895776356783918,
+                0.08333377889447266,
+                0.004363924623115477,
+                0.04033003768844212,
+                0.0043767613065326776,
+                -0.026182336683417056,
+                0.005207839195979919,
+                -0.04224544723618088,
+                -0.02382967085427132,
+                -0.07914226130653301,
+                -0.06476556532663379,
+                -0.0037090954773871154,
+                0.03603720603015092,
+                -0.011745665829145997,
+                0.009745507537688426,
+                0.03452877889447241,
+                0.05641689698492448,
+                0.058819748743718606,
+                0.0017769246231155048,
+                0.05289571608040145,
+                0.020843309045226126,
+                -0.026537417085427038,
+                -0.027443012562814097,
+                -0.037861175879396816,
+                -0.009719047738693285,
+                -0.014178577889447092,
+                -0.013634623115577697,
+                0.011744346733668245,
+                -0.06803158291457227,
+                -0.052816281407034815,
+                -0.03685464572864351,
+                -0.015264748743718476,
+                -0.02556971608040183,
+                -0.01646636934673348,
+                0.023691919597990285,
+                0.08278233165829174,
+                0.00689019346733639,
+                -0.011008341708542625,
+                0.006246170854271169,
+                -0.04551160301507559,
+                -0.01852485427135688,
+                -0.016720412060301414,
+                -0.006744517587939658,
+                -0.020554698492462387,
+                0.0033862311557788963,
+                -0.013512402010050132,
+                0.030196592964824073,
+                0.053002623115577296,
+                0.029924190954773895,
+                0.010655278894472263,
+                -0.025002311557788908,
+                0.005749233668341486,
+                -0.017590547738693327,
+                -0.0046878693467337276,
+                -0.025057909547738694,
+                -0.025841457286432157,
+                0.014470603015075412,
+                -0.028042884422110625,
+                -0.026089296482412073,
+                -0.011480763819095607,
+                -0.03543923115577921,
+                -0.012104502512562777,
+                0.033738502512562836,
+                0.06796942713567744,
+                0.030141675879396694,
+                -0.07938337688442194,
+                -0.10993767839195982,
+                -0.08592113567839203,
+                -0.02513346733668336,
+                0.02942003768844198,
+                0.016245618090452357,
+                -0.027027889447236178,
+                -0.04646055778894485,
+                -0.05783185678391942,
+                0.003077424623115391,
+                0.001774763819095415,
+                0.02235859296482412,
+                0.046390603015075665,
+                0.07475743718592887,
+                0.0031286934673366894,
+                -0.10202691457286422,
+                -0.15626765326633196,
+                -0.15922729145728687,
+                -0.027267879396984968,
+                0.010767738693467357,
+                0.06725591457286462,
+                0.03289026633165819,
+                -0.05212582914572871,
+                -0.07667999246231152,
+                -0.106186944723618,
+                -0.05246548743718603,
+                -0.04017505527638196,
+                0.01756687437185917,
+                0.01388585929648225,
+                -0.0017839547738693002,
+                -0.019856271356783726,
+                -0.037364902010050265,
+                -0.05228199748743718,
+                0.005632914572864403,
+                0.04385109547738676,
+                0.07341574120603038,
+                0.0661586381909549,
+                -0.010089979899497585,
+                -0.018135623115577832,
+                -0.016660778894472178,
+                -0.054114793969849306,
+                -0.03197704522613057,
+                -0.014875979899497477,
+                0.0030890326633166588,
+                0.0005838040201005258,
+                -0.012102854271356855,
+                0.06015804020100524,
+                0.03463156281407019,
+                0.058009472361808555,
+                0.0446316331658288,
+                0.0002885954773868734,
+                -0.0071491407035177675,
+                -0.019207316582914656,
+                0.03504411055276377
+            ]
+        ],
+        "std": [
+            [
+                1.0563097554831,
+                1.0780957512893903,
+                1.0452812422000708,
+                1.017690638492427,
+                1.0052440697335492,
+                1.001399326721192,
+                0.9943611635248776,
+                0.9929612277732924,
+                0.9913927954434718,
+                1.0053448775578797,
+                1.0107048900784519,
+                1.0054061730470043,
+                1.0028699621408272,
+                0.9995583413505211,
+                0.9908593466765735,
+                0.9853542136542434,
+                1.0705845251257127,
+                1.0662779250282277,
+                1.0073168970262103,
+                1.0024787753418176,
+                1.0119304591198905,
+                1.0015280003985942,
+                1.0018124775575221,
+                1.0027574917083557,
+                0.9948097176804833,
+                0.9923519865939135,
+                0.9947029572529067,
+                0.9975568639854349,
+                0.9951782326467599,
+                1.0031187267852708,
+                1.0051393922435368,
+                0.9711219802777251,
+                1.0817185838320085,
+                1.0424648712408837,
+                1.0182936561607598,
+                0.9988131715298316,
+                1.0100389974395088,
+                1.0139507799801692,
+                1.0198550521351346,
+                0.97749433095435,
+                1.0032558897416382,
+                0.9932725134057337,
+                1.013388153002777,
+                0.992842992738858,
+                0.9886564261302372,
+                0.9877708685493644,
+                1.002648114792108,
+                0.9747606061850567,
+                1.0747816119657112,
+                1.02255888174825,
+                0.9796743045806331,
+                0.9871350747933134,
+                0.9985485116873231,
+                1.0182554602963436,
+                1.0116426528399904,
+                0.9928963782396165,
+                1.0328245805209502,
+                1.028752519230958,
+                1.0063396812352823,
+                1.0030257612563318,
+                0.9538014614932016,
+                0.9874092532167232,
+                0.9925147054908431,
+                1.0217704776560097,
+                1.0429986387634673,
+                1.003221409383544,
+                0.9871161786807092,
+                0.9731000264043922,
+                1.0018596893583598,
+                0.9998848837132579,
+                0.9838376395078868,
+                1.0132854070395554,
+                1.0217847466795487,
+                1.0070449497421416,
+                0.9875771901975943,
+                0.9687095163481707,
+                0.9722544188400668,
+                0.9736748724392092,
+                1.002916353992525,
+                1.0272314038286867,
+                1.0175371205727017,
+                1.0126645847614397,
+                0.998955451392166,
+                1.004243498099933,
+                0.9961238320171252,
+                0.9981311657855426,
+                1.0219513419744302,
+                1.0121545944257246,
+                1.0020340690091334,
+                0.9842453448395471,
+                0.9788060413943263,
+                0.9810097805258174,
+                0.9891626357910038,
+                0.9902166181537699,
+                1.0148948382390708,
+                1.028918636127175,
+                0.9511980135419595,
+                1.003861802009821,
+                0.9884969480698704,
+                1.0071337781982594,
+                1.008265380409389,
+                1.0101011443230787,
+                1.0106821329347353,
+                0.9969256666173059,
+                0.9967866423549481,
+                0.9931894679821107,
+                0.9875817203374175,
+                0.997173617790909,
+                1.001723029579845,
+                1.0125751464485413,
+                0.9912331141505772,
+                0.9829645856272501,
+                0.9793767425495771,
+                0.9867539831463441,
+                0.9841093178180385,
+                1.0103484071725306,
+                1.0191860749351354,
+                1.0221675875431637,
+                1.0044195246237828,
+                1.0008342681651312,
+                1.001627138412346,
+                0.9997772095897719,
+                1.0081078939034254,
+                1.003310560327655,
+                0.9881623645836118,
+                1.0047875054511681,
+                0.9961421301729743,
+                0.9829645856272511,
+                0.9869920158115834,
+                0.9937316253503987,
+                0.9793377827744155,
+                0.9904754389720483,
+                0.9925397869122989,
+                1.0079161666418393,
+                1.0006599864175547,
+                1.0059991425953247,
+                1.0069100585561557,
+                1.0100296780570686,
+                1.0103236310080053,
+                1.0006392870463336,
+                1.0075172047508214,
+                1.0007852286664525,
+                0.9900807435463777,
+                1.004024989821359,
+                0.9835365256139716,
+                0.9945808044935542,
+                0.9691682679807009,
+                0.96674874592973,
+                0.9980415205638171,
+                1.0146475059616948,
+                0.9949143848564165,
+                1.0029906462271676,
+                1.0092866189920002,
+                1.0179588242197937,
+                1.0178009772928769,
+                1.0002181457107617,
+                1.008080645940541,
+                1.0024397087121901,
+                0.9933173510271756,
+                0.979532808786883,
+                0.9865060572780482,
+                0.9977415269762818,
+                0.9946445941177685,
+                0.9927935684967815,
+                1.0058109822326597,
+                0.9600947752163551,
+                0.96839132111533,
+                0.9786069630651635,
+                0.991429793512298,
+                0.984865660959036,
+                0.991272639453808,
+                1.0096533608655676,
+                1.0197900633557413,
+                1.000689387806265,
+                0.997433042533609,
+                1.003492294968093,
+                0.9845806330338616,
+                0.9966488938063878,
+                0.9940656012175009,
+                0.9960501295471854,
+                0.9861802001739265,
+                1.0020303578560832,
+                0.9900047845237433,
+                1.0217532005343193,
+                1.0359244307293263,
+                1.0209897301141686,
+                1.0061223937153252,
+                0.9865088395902182,
+                1.0015893626764498,
+                0.9952846796435972,
+                0.998505053609909,
+                0.9830838889803715,
+                0.9912812278008364,
+                1.0013260724779938,
+                0.9920474470886185,
+                0.986699951491271,
+                0.9924575926179362,
+                0.9728376598101992,
+                0.9907682549659087,
+                1.025076872660426,
+                1.0411907333948913,
+                1.018295470960672,
+                0.9565632778298347,
+                0.9500274157105609,
+                0.9755944720993126,
+                0.9941828603605654,
+                1.0084492238238705,
+                1.012173917495229,
+                0.9873637546749423,
+                0.9915215887443988,
+                0.9895629283115104,
+                1.000389392831378,
+                1.0002897764695722,
+                1.009216837413109,
+                1.0207204122961515,
+                1.0300273492943937,
+                1.0009253171711008,
+                0.9578388667517177,
+                0.9464920214014784,
+                0.9560486423104471,
+                0.9960505224694267,
+                1.001839403738359,
+                1.0292507570404104,
+                1.032844527725739,
+                0.9670637057290374,
+                0.9795327684867063,
+                0.990873804709991,
+                1.0050346356911726,
+                1.0066384733685902,
+                0.9953856475823458,
+                0.9956398623489264,
+                1.0001306439998972,
+                1.004180675810961,
+                1.0045488952963422,
+                1.0031559055765875,
+                0.9998417518500189,
+                1.006215000354876,
+                1.0258626825494845,
+                1.042692556346792,
+                0.9864205332461236,
+                0.9760435492162586,
+                0.9843487751495544,
+                0.9645133054191944,
+                0.9864637647341462,
+                0.9965084374804701,
+                1.000034736592101,
+                0.9997322633620359,
+                0.9981023381080815,
+                1.0063573537400703,
+                1.009704938325987,
+                1.0267732677147232,
+                1.029166926292455,
+                0.9999357967957346,
+                0.9919070208357084,
+                0.9723136941246707,
+                1.0773934238154859
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1584138,
+    "cert_evals": {
+        "36": 0.8831725120544434,
+        "72": 0.8670953512191772,
+        "108": 0.8531618118286133,
+        "255": 0.7759913802146912
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/semeion/fold_1/result.json b/UCI_N6/sdp/runs/semeion/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..656d5ba097b3202beba87bfb0fc9058bfd181aac
--- /dev/null
+++ b/UCI_N6/sdp/runs/semeion/fold_1/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.9134615384615384,
+    "test_acc": 0.9037487335359676,
+    "train_size": 398,
+    "val_size": 208,
+    "test_size": 987,
+    "stats": {
+        "mean": [
+            [
+                -0.025444005025125734,
+                0.012452298994974662,
+                -0.01753376130653282,
+                -0.010535125628140796,
+                -0.027963286432161016,
+                -0.04474275879396973,
+                -0.001844291457286734,
+                -0.03242843216080438,
+                -0.04103420100502541,
+                -0.04103420100502534,
+                -0.07008529648241217,
+                -0.0339002412060303,
+                0.004486437185929683,
+                0.034529477386934605,
+                0.05066186934673367,
+                0.03759841206030118,
+                -0.016225437185929562,
+                -0.007291756281406924,
+                -0.021709919597990002,
+                -0.07642158040201036,
+                -0.018874525125628004,
+                0.024846484924623234,
+                0.006883537688442274,
+                0.018380477386934792,
+                -0.06017425879397,
+                -0.10329628140703531,
+                -0.07275537688442205,
+                -0.08172246231155769,
+                -0.03756016080402036,
+                0.024674180904522443,
+                0.09202141206030141,
+                0.07625499246231132,
+                0.008998351758794185,
+                -0.025569716080401903,
+                -0.031083557788944435,
+                -0.013027306532663414,
+                0.06831865326633176,
+                0.011230351758794001,
+                0.008583005025125642,
+                -0.02492873869346735,
+                -0.048525276381909295,
+                -0.07442176633165802,
+                -0.0577207035175878,
+                -0.037725047738693514,
+                -0.011412814070351763,
+                0.030323379396984762,
+                0.0794642814070353,
+                0.0803478919597987,
+                -0.030803266331658172,
+                -0.04180551758793927,
+                0.0072861457286432126,
+                0.02951733165829129,
+                -0.0357700402010056,
+                -0.026724758793969693,
+                -0.03369344221105539,
+                -0.04033939698492487,
+                -0.061404133165829336,
+                -0.08515770351758864,
+                -0.07468530150753767,
+                -0.04247025125628165,
+                0.009911819095477373,
+                -0.010079500000000168,
+                0.09049717336683409,
+                0.07485990954773888,
+                -0.012162479899497832,
+                0.008583005025125627,
+                0.03651040201005023,
+                0.05084868341708568,
+                -0.03440337688442217,
+                -0.07894947236180942,
+                -0.0551369346733669,
+                -0.024766954773869324,
+                -0.0785643743718595,
+                -0.039971326633166,
+                -0.05980386180904579,
+                -0.004987391959798957,
+                0.02596786432160804,
+                0.0004355778894470852,
+                0.04031095979899518,
+                0.058227160804019816,
+                0.015439334170854316,
+                0.031283635678391784,
+                -0.0074858241206030764,
+                -0.025019600502512448,
+                -0.07371595477387047,
+                -0.04183514572864274,
+                -0.04984044221105505,
+                0.004494080402009928,
+                0.012374522613065268,
+                -0.01675520100502508,
+                -0.012701067839196296,
+                -0.023795125628140783,
+                -0.006465022613065289,
+                -0.028311256281406898,
+                0.03132067839195961,
+                0.057442422110552685,
+                -0.004038336683417221,
+                -0.0021707914572866695,
+                -0.03494526884422048,
+                -0.11471745728643258,
+                -0.08534165326633134,
+                -0.0046484924623118595,
+                0.01981357788944731,
+                0.012034547738693521,
+                0.004354311557789168,
+                -0.0020305150753769405,
+                -0.011102356783919673,
+                -0.007485824120603068,
+                -0.00648208040201015,
+                0.0033105125628139992,
+                0.04936957286432154,
+                -0.0015483718592965048,
+                -0.029718994974874256,
+                -0.037793592964824124,
+                -0.08143026130653215,
+                -0.10412455276381975,
+                -0.05401591959799001,
+                -0.004798241206030193,
+                0.001790125628140894,
+                0.017090580402010242,
+                0.004349567839195903,
+                0.0464185025125627,
+                0.028880633165829263,
+                -0.004844258793969922,
+                0.029169467336683533,
+                0.061084185929648475,
+                0.03596850251256268,
+                0.020087929648241395,
+                -0.039252185929648235,
+                -0.02888744723618094,
+                -0.07632192462311543,
+                -0.05998593467336719,
+                -0.012630180904522599,
+                -0.019015974874371653,
+                -0.00593697487437267,
+                -0.00457129648241148,
+                0.07415152512562821,
+                0.03869630402010022,
+                0.02728184170854277,
+                -0.021357155778894528,
+                -0.0007776005025125215,
+                0.019922994974874386,
+                0.016423954773869348,
+                -0.014452487437185874,
+                -0.004894432160803889,
+                -0.01870493969849258,
+                -0.04199864321608045,
+                -0.014851090452261283,
+                0.07316085929648249,
+                0.08536457788944737,
+                0.11267560804020099,
+                0.06288003015075369,
+                0.07644785427135675,
+                0.03509371105527622,
+                0.048207286432160684,
+                0.001776924623115508,
+                0.032457595477386816,
+                0.07158755527638183,
+                -0.016237195979899414,
+                -0.0336133668341709,
+                -0.04314636683417066,
+                -0.05578319597989929,
+                -0.10459047236180906,
+                0.003194804020100766,
+                0.0685779899497486,
+                0.02317846733668342,
+                0.021932281407035317,
+                0.02614409547738687,
+                -0.003889462311557614,
+                0.020540575376884435,
+                -0.044554623115577605,
+                -0.04203865326633149,
+                0.06187867336683395,
+                0.04752313819095463,
+                -0.04686316834170835,
+                -0.04679553266331694,
+                -0.024493984924623322,
+                -0.01852485427135685,
+                -0.016720412060301434,
+                0.01604057788944729,
+                0.009299409547738608,
+                0.0033862311557789544,
+                0.02953875879397003,
+                0.023905276381909438,
+                0.03440919597989908,
+                0.017458256281406695,
+                -0.018785663316582903,
+                -0.008077185929648255,
+                0.04812320351758792,
+                0.05475012562814082,
+                -0.0357499145728643,
+                -0.03103446231155784,
+                0.021505778894472378,
+                -0.015889653266331783,
+                0.013454844221105499,
+                0.0017875879396984156,
+                0.012179376884421975,
+                -0.01678287185929663,
+                -0.00589275879396984,
+                -0.004469753768844167,
+                0.0018416281407035852,
+                0.04801996482412023,
+                -0.006607417085426772,
+                0.01927615075376883,
+                -0.013691266331658422,
+                0.005638994974874419,
+                -0.02323134422110586,
+                -0.015634231155779235,
+                0.02235859296482414,
+                0.004349969849246065,
+                -0.057831856783919514,
+                -0.10517045226130767,
+                -0.01945968844221099,
+                0.027845979899497508,
+                0.03523984924623154,
+                0.058234824120602026,
+                0.04097556532663358,
+                0.04702545728643234,
+                -0.026715706030150742,
+                -0.056987793969849404,
+                0.0030878542713568703,
+                -0.055905929648241134,
+                -0.016319035175879428,
+                0.01113210301507554,
+                0.05284130653266339,
+                0.04167066834170896,
+                0.004379306532663385,
+                -0.027141316582914445,
+                -0.03505809045226166,
+                -0.06500647236180847,
+                -0.07488839698492449,
+                -0.06392821608040328,
+                -0.030181115577889023,
+                -0.01196931155778885,
+                -0.09264249999999949,
+                -0.07980767587939623,
+                -0.06318036432160816,
+                -0.013091394472361883,
+                0.02329241457286456,
+                -0.01008997989949755,
+                -0.009979238693467495,
+                0.0307693567839191,
+                0.07542535175879414,
+                0.03283405025125624,
+                0.015896482412060334,
+                -0.06264278894472358,
+                -0.04979732663316539,
+                -0.032352462311557695,
+                -0.031164914572864088,
+                -0.002164130653266925,
+                -0.015071595477387092,
+                -0.028697351758794065,
+                0.013561917085426976,
+                0.03722015075376866,
+                0.006671256281406974,
+                0.009651467336683284
+            ]
+        ],
+        "std": [
+            [
+                0.9636741758313841,
+                1.0114901264074088,
+                0.9882775735799015,
+                0.9950592288041458,
+                0.9923805318375012,
+                0.9954931130085297,
+                0.9998185415922022,
+                1.004999458131321,
+                1.010779654446278,
+                1.010779654446278,
+                1.0185416165064392,
+                1.0063375239233516,
+                0.9991983947714009,
+                0.9997603743675092,
+                1.0095253737082777,
+                1.0193698237551072,
+                0.9821944196534186,
+                0.9946303679905539,
+                0.9894242823280908,
+                0.9705707946712009,
+                0.9949783327748166,
+                1.0043140064479021,
+                1.0005809927926241,
+                1.0027574917083555,
+                0.9904879432435517,
+                0.9807642982944419,
+                0.9886574068821276,
+                0.9859635090427469,
+                0.993309351687357,
+                1.0031187267852708,
+                1.016593255470364,
+                1.0442887804592182,
+                1.0083038126963626,
+                0.9848656609590366,
+                0.9855933554664763,
+                0.9945670911869946,
+                1.021074800634514,
+                1.0040491737335164,
+                1.003221409383544,
+                0.9867264401919432,
+                0.9744951602926358,
+                0.9578713331810542,
+                0.9708937667896353,
+                0.982985543001351,
+                0.9959503979748483,
+                1.0070454733225949,
+                1.016290393566305,
+                1.0456745349293197,
+                0.9697098121066737,
+                0.9774943309543503,
+                1.002916353992525,
+                1.0129710134068142,
+                0.9818517087835826,
+                0.9848326582689778,
+                0.9778679221613454,
+                0.968463827587338,
+                0.9562287284130288,
+                0.9385814756983131,
+                0.9535361456044965,
+                0.9789868837316601,
+                1.0036524516031298,
+                0.996437230762304,
+                1.025505334499929,
+                1.0500603213568676,
+                0.9906100846596538,
+                1.003221409383544,
+                1.012180944973295,
+                1.0196387340397408,
+                0.9825025594694498,
+                0.954339750008454,
+                0.9648376067685865,
+                0.9839085531249888,
+                0.952009038761473,
+                0.9795794492787074,
+                0.9716080021777768,
+                0.9976717208316266,
+                1.0091951026702335,
+                0.9998457759635255,
+                1.0167764080390456,
+                1.0501441178091095,
+                1.0098311230543442,
+                1.0108582982234158,
+                0.9971736177909091,
+                0.9900282216050488,
+                0.9676953459071826,
+                0.9809946576246661,
+                0.9776591097799061,
+                1.0015254267851037,
+                1.0037560308732274,
+                0.9939516521695569,
+                0.9956124335469829,
+                0.9901857170585183,
+                0.9967866165949004,
+                0.9835484169272641,
+                1.018300563902619,
+                1.0581476797822778,
+                0.9972534687047357,
+                0.9990036074983834,
+                0.9884969480698704,
+                0.9585590451776096,
+                0.9727715498408732,
+                0.9986198721072891,
+                1.0039545778843277,
+                1.0019737557338864,
+                1.0004300707708857,
+                0.9993128946907187,
+                0.9970527336984197,
+                0.9971736177909094,
+                0.996738394700752,
+                1.0017488836874449,
+                1.032459139242276,
+                0.9980880058113938,
+                0.9827755352139497,
+                0.986753983146344,
+                0.9694084590768833,
+                0.954374856491467,
+                0.9794063309627129,
+                0.9981812449768528,
+                1.0000844130171747,
+                1.0024414937297792,
+                1.000289920583818,
+                1.0066579629145789,
+                1.006045023392842,
+                0.9980537361415068,
+                1.0118648303811897,
+                1.0321212562513462,
+                1.0214564915487925,
+                1.0199705326922406,
+                0.9818228908495026,
+                0.9937316253503986,
+                0.975676694136014,
+                0.9791967139583257,
+                0.995853785405071,
+                0.9944140275090272,
+                0.998324720722163,
+                0.9988796207201501,
+                1.0076775206024515,
+                1.0051477965419011,
+                1.003942697943822,
+                0.9947376367611466,
+                0.9995186129589284,
+                1.0045214386643773,
+                1.0053188986302066,
+                0.9873973753633679,
+                0.9979198179428485,
+                0.9957288015852994,
+                0.9844024166044868,
+                0.9926040090239354,
+                1.0288602149576338,
+                1.0327381635127548,
+                1.0376323561660248,
+                1.0191860749351351,
+                1.019248439489373,
+                1.0114615654187875,
+                1.0148089052316012,
+                1.0002181457107615,
+                1.0051758820658891,
+                1.007308437371659,
+                0.9958774515386598,
+                0.9748378659951137,
+                0.9845361751656108,
+                0.9871701294240001,
+                0.9569477899284584,
+                1.0012684139824397,
+                1.033059928368479,
+                1.0117771863985163,
+                1.0115884288301853,
+                1.0135614014099843,
+                0.9976100259611177,
+                1.010965511332625,
+                0.9761143046477329,
+                0.9803433318407708,
+                1.0153886119387059,
+                1.0056269030060545,
+                0.9892055337201077,
+                0.969426249412664,
+                0.9918445350591615,
+                0.9966488938063878,
+                0.9940656012175014,
+                1.0080956439499935,
+                1.0056005212297308,
+                1.0020303578560827,
+                1.019908165966182,
+                1.0172691233582607,
+                1.0236709394617247,
+                1.0122768805463278,
+                0.9879530979067631,
+                0.9955177997515855,
+                1.0145032156568023,
+                1.0113052100223867,
+                0.9900950783072645,
+                0.9789878020749606,
+                1.0061210323379788,
+                0.9976371796061079,
+                1.0030525515532585,
+                1.0005432856827527,
+                1.0071552470675884,
+                0.9872213285090347,
+                0.9953725735493347,
+                0.996186609496757,
+                1.00089379219493,
+                1.0287570615182273,
+                0.9964079316152177,
+                1.0069062426818565,
+                0.9963817032039104,
+                1.0008280481425031,
+                0.9920979056678535,
+                0.9872669976493121,
+                1.0092168374131085,
+                1.0003352873084816,
+                0.9895629283115106,
+                0.9695148264401307,
+                0.9928241899429654,
+                1.011466978521356,
+                1.015897314997225,
+                1.0238688838054302,
+                1.0150342744039813,
+                1.0149508574937365,
+                0.9925404112632117,
+                0.9872466320901033,
+                1.0000513594585967,
+                0.9865335518102039,
+                0.9916934654171699,
+                1.0111500201640033,
+                1.0290091218292727,
+                1.0080282510552814,
+                0.9998062630573106,
+                1.0027987951392292,
+                1.0058448354473761,
+                1.0127865866340113,
+                1.0179715342017457,
+                1.013555459538838,
+                1.0063545738992565,
+                1.0013980777392146,
+                1.0039675000000043,
+                0.9940267908926063,
+                0.9867813019457877,
+                0.9943765006272788,
+                1.015526891626581,
+                0.9864205332461236,
+                0.9867876895945505,
+                1.0266969428458936,
+                1.042059643812452,
+                1.0120358570624033,
+                1.0028235097925473,
+                0.9905175353506179,
+                0.9946414253907617,
+                0.9951193904567321,
+                0.994780772003151,
+                0.9990168722978009,
+                0.9919731463227914,
+                0.9791890939000777,
+                1.0112363498675152,
+                1.0384478663637378,
+                1.0089325105827842,
+                1.0217975650986395
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1584138,
+    "cert_evals": {
+        "36": 0.8804458379745483,
+        "72": 0.8642351031303406,
+        "108": 0.8378926515579224,
+        "255": 0.721377968788147
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/semeion/fold_2/result.json b/UCI_N6/sdp/runs/semeion/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..98fcd1b479d1c9f672639d501be1e06b388922ec
--- /dev/null
+++ b/UCI_N6/sdp/runs/semeion/fold_2/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8884462151394422,
+    "test_acc": 0.8961864406779662,
+    "train_size": 398,
+    "val_size": 251,
+    "test_size": 944,
+    "stats": {
+        "mean": [
+            [
+                0.025853251256281188,
+                0.026377419597989695,
+                0.006303957286432041,
+                -0.016009429648241216,
+                0.013426341708542615,
+                0.000583298994974769,
+                -0.011917678391959662,
+                -0.037533175879397224,
+                -0.020098884422110854,
+                0.0008364321608037243,
+                0.019239580402010244,
+                -0.008214989949749375,
+                -0.025825954773869612,
+                -0.0006419698492463064,
+                0.009508140703517508,
+                -0.019673170854271324,
+                -0.008902964824120629,
+                0.029295625628140858,
+                0.03910123115577878,
+                0.04551176381909547,
+                0.022450278894472483,
+                -0.041741050251256066,
+                -0.028593851758793917,
+                -0.037733369346733686,
+                0.010677314070351713,
+                0.008148201005025205,
+                0.008145326633165782,
+                0.009415472361809119,
+                0.0284809497487437,
+                0.009431022613065136,
+                -0.03688329899497498,
+                -0.04282043467336695,
+                -0.025931434673366276,
+                0.0032492160804019695,
+                -0.014650914572864066,
+                -0.034562944723617914,
+                0.004439065326633279,
+                0.022032201005025183,
+                -0.04040087437185899,
+                -0.02492873869346697,
+                0.012970140703517999,
+                0.010264954773869574,
+                -0.013438090452261338,
+                -0.04317389949748748,
+                -0.011412814070351772,
+                0.05626816582914544,
+                -0.03446686432160752,
+                -0.03817115326633142,
+                -0.01699248241206059,
+                0.00882481909547732,
+                -0.04225107537688392,
+                -0.020397143216080688,
+                -0.035770040201005424,
+                -0.03813472361809031,
+                -0.05145492713567884,
+                -0.03408486180904533,
+                0.016902085427135845,
+                0.03483842713567786,
+                -0.03427305276381909,
+                -0.03140666331658277,
+                -0.011773889447236174,
+                0.047884999999999796,
+                -0.0048442587939699355,
+                -0.04316322110552765,
+                -0.024642746231156448,
+                -0.002302301507537566,
+                -0.006238201005025181,
+                -0.0363831557788939,
+                -0.028835427135678583,
+                -0.04495072864321667,
+                0.020803904522613076,
+                -0.007038153266331668,
+                0.06495377889447201,
+                0.026844070351758658,
+                -0.026958037688442293,
+                -0.02663757286432158,
+                0.020592271356783716,
+                0.027218869346733378,
+                0.023798552763819147,
+                -0.016768904522613152,
+                -0.020810841708543488,
+                0.004460130653266039,
+                0.013682477386934629,
+                -0.025019600502512482,
+                -0.019792587939698632,
+                0.02358873366834184,
+                -0.011806276381909597,
+                0.020794437185929524,
+                0.028271816582914534,
+                -0.006166407035175833,
+                -0.044291896984924944,
+                0.024660060301507664,
+                0.032016668341708576,
+                0.04052279396984933,
+                0.0490172487437184,
+                -0.016359286432160735,
+                -0.056750273869347244,
+                -0.007435929648241428,
+                0.0017769246231154824,
+                0.021414361809045206,
+                0.04469314572864335,
+                0.052019472361808976,
+                0.0043632462311552775,
+                0.03251259798994986,
+                0.01964791959799002,
+                -0.022454183417085893,
+                -0.10391374874371867,
+                0.008390402010050075,
+                0.03760563819095469,
+                0.11590360552763804,
+                0.0493695728643219,
+                0.04893633165829245,
+                -0.06410897487437181,
+                -0.006136658291457329,
+                -0.033884165829145316,
+                -0.002246648241206082,
+                -0.01682175376884426,
+                0.00046256281407027904,
+                0.022378718592965034,
+                -0.018578834170853733,
+                -0.06667939698492395,
+                -0.06575905527638143,
+                -0.043371045226129806,
+                0.01104597989949733,
+                0.06203475376884437,
+                0.037953512562814026,
+                -0.005590462311557684,
+                0.03451213065326728,
+                -0.022839005025125664,
+                -0.003315185929648206,
+                -0.024253055276382062,
+                -0.0389598241206035,
+                -0.03882960301507507,
+                -0.03981433668341692,
+                -0.031687527638191625,
+                -0.05046211557788869,
+                -0.0578318567839198,
+                -0.03762569346733697,
+                -0.0389613567839193,
+                0.01979657286432155,
+                0.019776218592964884,
+                0.01474091708542714,
+                -0.042159695979899554,
+                -0.014452487437185876,
+                -0.0048944321608039645,
+                -0.013580208542713676,
+                -0.05791733668341716,
+                -0.009305037688442106,
+                0.029235170854271467,
+                0.025075567839196122,
+                0.015302437185929314,
+                -0.022135206030150862,
+                0.013569241206029991,
+                0.02443211809045206,
+                0.04290105527638174,
+                0.09095939447236231,
+                0.1091005477386932,
+                0.020843309045226067,
+                -0.0007868643216079208,
+                -0.03978372110552767,
+                -0.0220056030150753,
+                -0.030192002512562766,
+                -0.04608865829145755,
+                0.042463467336683505,
+                0.051527896984924354,
+                0.0915860050251251,
+                0.01618239195979925,
+                -0.008218854271356756,
+                -0.020952391959798814,
+                0.014776788944723587,
+                0.034092487437186,
+                0.04560211055276428,
+                0.08278233165829134,
+                0.10847255527638236,
+                0.024846484924623196,
+                -0.052689055276382346,
+                0.0017780376884420149,
+                -0.013441829145728687,
+                0.020275924623115744,
+                0.06161076884422113,
+                0.08692009045226239,
+                0.04008957286432224,
+                -0.0012120703517585535,
+                -0.007551306532663401,
+                -0.04616232160804049,
+                -0.013706580402010225,
+                -0.024673851758793934,
+                0.08783185929648209,
+                0.07460693467336664,
+                0.0960876532663306,
+                0.02119716834170848,
+                -0.03701101507537695,
+                -0.010059045226130629,
+                -0.010829610552763923,
+                -0.012481236180904494,
+                0.04081522613065362,
+                0.029924482412060183,
+                0.008092273869346436,
+                -0.04316322110552756,
+                -0.03630996733668343,
+                -0.08232102512562797,
+                -0.04733090954773897,
+                0.004588884422110799,
+                0.08388306532663306,
+                0.0430607738693465,
+                0.04666894472361813,
+                -0.01270106783919614,
+                -0.047514080402010335,
+                -0.010565728643216074,
+                -0.026136346733668523,
+                -0.03245043718592946,
+                0.023696067839195353,
+                0.01770060301507536,
+                0.044308140703517615,
+                -0.003787788944723613,
+                0.014174522613065448,
+                -0.05093826633165829,
+                0.02573226130653278,
+                0.030287150753768848,
+                0.0401397286432159,
+                0.053680743718593056,
+                0.02102522613065334,
+                -0.010747371859296528,
+                0.05464842964824082,
+                -0.017136783919598057,
+                -0.045805907035175675,
+                -0.05090381909547731,
+                -0.0068819798994974556,
+                -0.03505809045226187,
+                -0.02371979899497456,
+                0.00344182914572863,
+                0.0033947336683414304,
+                0.0007934170854273202,
+                -0.0018110753768842327,
+                0.0032136934673366708,
+                0.01568474874371846,
+                0.01327067839195978,
+                0.019348781407035248,
+                0.004921175879397266,
+                0.031125522613065133,
+                0.04711545226130587,
+                0.010442155778894433,
+                -0.024673851758794076,
+                -0.015774271356783803,
+                -0.06616341708542701,
+                -0.0980368467336672,
+                0.0005838040201006485,
+                0.008146753768844201,
+                0.004349567839195794,
+                0.003092396984924539,
+                -0.015071595477387165,
+                0.007967140703517566,
+                -0.01298472613065332,
+                0.0446150326633164,
+                0.023923638190954576,
+                0.0477404321608047
+            ]
+        ],
+        "std": [
+            [
+                1.034353343932803,
+                1.024348567936632,
+                1.0036818973846862,
+                0.9926016744364617,
+                1.0028981060461741,
+                0.9997262707845033,
+                1.0004780191128255,
+                1.0057381568404924,
+                1.0053448775578797,
+                0.9994421248178098,
+                0.9935827482337024,
+                1.0014086229280772,
+                1.0021061616018854,
+                0.9996719899466749,
+                1.0017361970021768,
+                0.988660808590669,
+                0.9901596478521693,
+                1.0192247642124055,
+                1.0167388988236599,
+                1.0138944681676312,
+                1.0047989281967311,
+                0.9904645459818706,
+                0.9954463096472054,
+                0.9922833494657366,
+                1.000931207563311,
+                1.000707942136333,
+                1.0005842378657308,
+                1.0008281188231554,
+                1.003557986182927,
+                1.0010705577402124,
+                0.9904311917270927,
+                0.9711219802777267,
+                0.9739587043622917,
+                1.0015066140578677,
+                0.9931898260069552,
+                0.9856672449691517,
+                1.0012331552789873,
+                1.0081082975427937,
+                0.9818673205301623,
+                0.9867264401919426,
+                1.0059158746745933,
+                1.0048856527038488,
+                0.9933559670825766,
+                0.9804299925042913,
+                0.9959503979748487,
+                1.0125781824597548,
+                0.9904165488252873,
+                0.9747606061850563,
+                0.9833821256471468,
+                1.0040856115046517,
+                0.9796743045806305,
+                0.9898888553822821,
+                0.9818517087835823,
+                0.9782007130770088,
+                0.9656942565779187,
+                0.9734797731342064,
+                1.010665700345605,
+                1.021589297626431,
+                0.9794856875095689,
+                0.9845971696829052,
+                0.9948281863198752,
+                1.0136085631297738,
+                0.9980537361415062,
+                0.9668195470806507,
+                0.9810513427219819,
+                0.9987231668355041,
+                0.997403787663875,
+                0.9835516799557577,
+                0.9853855373152387,
+                0.9749106414617704,
+                1.0117447309449026,
+                0.9952897165079869,
+                1.032947917542788,
+                1.0120811271463608,
+                0.9875771901975944,
+                0.9885862353477245,
+                1.0072891612096109,
+                1.0093428281641061,
+                1.0100051475667393,
+                0.9840366571448279,
+                0.9854634000263881,
+                1.00134698674654,
+                1.0041146501612022,
+                0.9900282216050488,
+                0.9917355999661862,
+                1.0093104531776096,
+                0.9947373509131133,
+                1.0080042462360728,
+                1.0087372732373883,
+                0.9976110730657628,
+                0.9846934585447732,
+                1.0088475388403126,
+                1.0133097733764065,
+                1.0209739586680646,
+                1.0282470508532253,
+                0.9817846585536307,
+                0.9633992156471255,
+                0.9973233600463974,
+                1.000218145710761,
+                1.0057309799061696,
+                1.010623899141674,
+                1.0101011443230787,
+                1.0006599864175545,
+                1.0055249208224792,
+                1.0028819022633104,
+                0.9953395717809288,
+                0.9698021524023763,
+                1.0024258063274285,
+                1.0158129918211263,
+                1.063456671941438,
+                1.0324591392422755,
+                1.04774222887087,
+                0.9616904393179179,
+                0.997695806697438,
+                0.9880152027656462,
+                0.9988433850344972,
+                0.9937292230975006,
+                0.9998296099021827,
+                1.0044195246237817,
+                0.9963489105119412,
+                0.9879651241571221,
+                0.9859903114183225,
+                0.9884715320146122,
+                1.003310560327655,
+                1.0244185872318146,
+                1.0203911139057007,
+                0.9961421301729745,
+                1.034050235933694,
+                0.989521079569911,
+                0.9990477366494994,
+                0.992755500716447,
+                0.9868421928940853,
+                0.9873393959627118,
+                0.9881958106921132,
+                0.9919947175362285,
+                0.9895831364382834,
+                0.9895629283115108,
+                0.9929032652937821,
+                0.9922751284451915,
+                1.003847339906563,
+                1.0037363434884359,
+                1.0033043471411776,
+                0.9838300352467959,
+                0.9873973753633691,
+                0.9979198179428482,
+                0.9968491311161947,
+                0.9780752949201328,
+                0.9952808518444423,
+                1.0120796997058796,
+                1.0102563563170064,
+                1.0056657842293373,
+                0.9917811647092868,
+                1.003612286469916,
+                1.0080281022283166,
+                1.0132678758599065,
+                1.0226525060210754,
+                1.0139038318701246,
+                1.0024397087121901,
+                0.9995063040570514,
+                0.9700809553445697,
+                0.9922233441291306,
+                0.9933207816371948,
+                0.9824557032259209,
+                1.0196898531365701,
+                1.0252921553121754,
+                1.0436509722569267,
+                1.0085279865152725,
+                0.9951421649917936,
+                0.9882760866228761,
+                1.0078553724971193,
+                1.016034101650163,
+                1.0182936561607592,
+                1.0197900633557413,
+                1.009927427136894,
+                1.0043140064479028,
+                0.9653870680055727,
+                1.0002294165307881,
+                0.9975169703830418,
+                1.0060899274497221,
+                1.0302542392319602,
+                1.050457422656358,
+                1.0263818971478929,
+                0.9988293446894524,
+                0.993948379991406,
+                0.9646507012293754,
+                0.9894725219782052,
+                0.9841733127810417,
+                1.039912432152242,
+                1.0215994164574418,
+                1.0180415302669792,
+                1.004726329086974,
+                0.9748378645110533,
+                0.996502380675558,
+                0.9983170617806623,
+                0.9963911641009451,
+                1.0183269819540794,
+                1.017678321054885,
+                1.0055414218665415,
+                0.9668195470806507,
+                0.9703066737368953,
+                0.9404292201679834,
+                0.967852473516548,
+                1.0019282394069462,
+                1.028101194822195,
+                1.008793562942109,
+                1.0081602197776465,
+                0.9956124335469831,
+                0.9606578789878316,
+                0.9949738705848414,
+                0.9953677319031761,
+                0.9944335251793368,
+                1.0048415968196438,
+                1.0055583780485124,
+                1.0180101093887308,
+                0.9978522893615333,
+                1.0059363426964134,
+                0.9778798529166732,
+                1.0083401893079658,
+                1.0068711996262265,
+                1.006423096229551,
+                1.0046479120669225,
+                1.0037804464514235,
+                0.994459962409335,
+                1.0536434113524862,
+                0.9893818936419583,
+                0.9884128417013845,
+                0.9968841227714262,
+                1.0005451392022922,
+                1.0058448354473761,
+                1.0049722474461862,
+                0.9987027037023654,
+                0.998829254733481,
+                0.9994987832666141,
+                0.9999543973377994,
+                0.9993809740185148,
+                1.0000438421505866,
+                1.0018684789535641,
+                1.007170379629404,
+                1.003098792935798,
+                1.0389250180520742,
+                1.057188249524631,
+                1.009038472352926,
+                0.9841733127810427,
+                0.9933150572644535,
+                0.9837566845129954,
+                0.9835369109711313,
+                0.9997322633620358,
+                1.00066670782988,
+                1.0002899205838178,
+                1.000633573204784,
+                0.9919731463227919,
+                1.0051578019898537,
+                0.988327819096806,
+                1.0458203733919074,
+                1.032263512848999,
+                1.1039230782773841
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1584138,
+    "cert_evals": {
+        "36": 0.882415235042572,
+        "72": 0.8622881174087524,
+        "108": 0.8252118825912476,
+        "255": 0.6843220591545105
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/semeion/fold_3/result.json b/UCI_N6/sdp/runs/semeion/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1de63939dd4a4ad32e85528eeffab6ff96e586fa
--- /dev/null
+++ b/UCI_N6/sdp/runs/semeion/fold_3/result.json
@@ -0,0 +1,542 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.9241706161137441,
+    "test_acc": 0.9065040650406504,
+    "train_size": 398,
+    "val_size": 211,
+    "test_size": 984,
+    "stats": {
+        "mean": [
+            [
+                0.017303708542713854,
+                0.033339979899497045,
+                0.042060535175879,
+                0.0551565226130648,
+                0.03412115577889427,
+                0.020728213567838986,
+                0.003192402010050319,
+                -0.017114201005025118,
+                -0.009631226130653392,
+                -0.014865055276382138,
+                -0.017541251256281226,
+                -0.08527074371859306,
+                -0.0611904120603017,
+                -0.045862402010050325,
+                0.009508140703517527,
+                -0.013946012562814322,
+                0.0643217587939701,
+                0.0719809045226133,
+                0.061214376884421925,
+                -0.018105633165829183,
+                -0.06536492964824103,
+                -0.07759587688442295,
+                -0.059003042713567794,
+                -0.012227075376884505,
+                -0.05005260552763839,
+                -0.04250838190954796,
+                -0.022192437185929587,
+                -0.0007109648241205073,
+                -0.04772033165829164,
+                0.009431022613065164,
+                -0.04203948743718602,
+                -0.01305157788944726,
+                0.07187196733668362,
+                0.037831934673366825,
+                0.018214371859296575,
+                -0.09378594974874371,
+                -0.10202691457286414,
+                -0.08058536683417125,
+                0.008583005025125713,
+                0.014450412060301456,
+                -0.02057281407035149,
+                0.01591073618090474,
+                0.05852115577889456,
+                0.05490543216080418,
+                0.025520276381909558,
+                0.01994546482412024,
+                -0.029288175879396895,
+                -0.05002305778894475,
+                0.09349378894472334,
+                -0.0024263668341707816,
+                -0.08628416080401952,
+                -0.042581354271357584,
+                0.019872572864321515,
+                0.07025994221105543,
+                0.03735249748743718,
+                -0.021575791457286518,
+                0.022925640703517693,
+                0.052837846733668196,
+                0.07541733668341698,
+                0.023911276381909558,
+                -0.06598816080402005,
+                -0.03642700000000029,
+                -0.03662473618090472,
+                -0.0555867085427135,
+                0.019038185929648087,
+                -0.01863026130653271,
+                -0.043643228643215105,
+                0.029040723618090913,
+                0.026844070351758627,
+                0.04571258793969818,
+                0.0616951256281406,
+                0.04614825125628155,
+                0.05347232663316565,
+                0.11036331658291482,
+                0.016836394472361783,
+                -0.015812482412060267,
+                -0.05466603015075383,
+                -0.0745576381909549,
+                -0.07527588944723587,
+                -0.0031332562814071646,
+                0.009397638190954651,
+                -0.0009045703517589661,
+                0.03485077889447228,
+                -0.0035822437185929427,
+                -0.009007914572864234,
+                0.029040723618090455,
+                0.04252824623115574,
+                0.11859657788944705,
+                0.0971600904522612,
+                0.07854394472361814,
+                -0.01270106783919611,
+                -0.023795125628140776,
+                -0.028454560301507496,
+                -0.06846445226130653,
+                -0.05716217336683423,
+                -0.008979115577889234,
+                -0.015752100502512602,
+                0.029420037688442,
+                -0.019207185929647985,
+                -0.08853826130653279,
+                -0.06453608542713567,
+                0.021109673366834107,
+                0.06616457286432129,
+                0.0990662613065328,
+                0.05533300502512552,
+                0.028604987437185914,
+                -0.04203948743718602,
+                -0.007485824120603054,
+                -0.023014974874371978,
+                -0.020393296482412362,
+                -0.048715170854271364,
+                -0.023184673366834257,
+                0.01613431155778907,
+                0.025520276381909585,
+                -0.02331836683417028,
+                -0.0022466482412058235,
+                0.025685864321608003,
+                0.1214610552763827,
+                0.12532168341708572,
+                0.07314251758794003,
+                0.034790552763818976,
+                0.015824623115577738,
+                -0.06917521608040215,
+                -0.010141005025125743,
+                -0.0036958190954772753,
+                -0.0025251658291457193,
+                0.006283527638191006,
+                0.027300030150753923,
+                0.07564008040200966,
+                0.037600432160804075,
+                0.022608927135678237,
+                0.018861979899497297,
+                0.03452877889447219,
+                0.06937706281407076,
+                0.04556413065326641,
+                0.041319522613065394,
+                -0.0070690175879395654,
+                0.0030793718592961195,
+                0.017090580402010398,
+                0.019796572864321606,
+                -0.016192964824120658,
+                -0.04226193969849271,
+                -0.05281126884422079,
+                -0.0013456030150753172,
+                0.04312830150753776,
+                0.05816602763819115,
+                0.0110636683417086,
+                -0.00930503768844212,
+                0.012763037688442154,
+                0.03055638693467361,
+                0.009892816582914443,
+                -0.038075562814070325,
+                -0.017870065326633208,
+                -0.012883457286432217,
+                0.08004467336683378,
+                0.04899117336683459,
+                -0.023747236180904754,
+                -0.04004978643216082,
+                -0.04713785929648249,
+                -0.04595407537688452,
+                -0.016720412060301323,
+                -0.03019200251256272,
+                -0.008860231155778723,
+                0.02002423115577915,
+                0.023111075376884147,
+                -0.0053246733668341605,
+                -0.041316502512562255,
+                -0.03685464572864361,
+                -0.06645353768844256,
+                -0.04286107537688441,
+                0.0677983919597992,
+                0.029169467336683533,
+                0.025297271356783873,
+                -0.0032680427135678793,
+                -0.026374695979899457,
+                0.0062461708542712385,
+                -0.024493984924623437,
+                0.01705632160804017,
+                0.041416688442211205,
+                0.050218221105527164,
+                -0.0026422336683418032,
+                -0.008848216080402028,
+                -0.050413396984924405,
+                -0.013842623115578042,
+                -0.015173276381909613,
+                0.0423901256281407,
+                0.022431655778894367,
+                0.04833989949748727,
+                -0.015437751256281409,
+                -0.03309212060301497,
+                0.00566614572864313,
+                0.034707618090452225,
+                -0.020580653266331614,
+                -0.04118986683417089,
+                -0.043604532663316625,
+                -0.06511693467336681,
+                -0.04697097487437197,
+                -0.047876804020100805,
+                -0.03695147738693452,
+                -0.023573881909547713,
+                0.02588810050251267,
+                0.059938824120602745,
+                0.06057039195979934,
+                0.030043969849246118,
+                -0.02400981909547736,
+                -0.061034673366834095,
+                -0.03376162060301523,
+                -0.0028822914572863433,
+                0.0004090452261306595,
+                -0.056622663316582986,
+                -0.05783185678391955,
+                -0.04331452261306535,
+                -0.02476830150753774,
+                -0.04897743718592962,
+                -0.02051391959798998,
+                -0.013363165829145748,
+                0.01934878140703507,
+                0.031055560301507686,
+                0.040651306532663266,
+                -0.016091994974874516,
+                -0.06268290201004995,
+                -0.035390954773869276,
+                -0.027462361809045256,
+                -0.05414238693467362,
+                0.006189246231155719,
+                0.0005052211055278901,
+                -0.025775125628140556,
+                -0.047400653266331895,
+                -0.06064291457286465,
+                -0.023719798994974565,
+                -0.017446231155778813,
+                -0.012141331658291529,
+                0.026605527638191077,
+                0.033742751256281414,
+                -0.006876432160804101,
+                0.005632914572864249,
+                -0.042793419597989886,
+                -0.0293114824120604,
+                -0.037945047738693345,
+                -0.05130548241206037,
+                0.014489914572864079,
+                0.01721788944723632,
+                -0.0011210979899498779,
+                -0.07518444221105554,
+                -0.05077718592964814,
+                -0.017136143216080403,
+                -0.019568648241205994,
+                0.00814675376884411,
+                0.08045203015075388,
+                0.06091420100502482,
+                0.0017932663316581627,
+                -0.004254356783919557,
+                0.00028859547738686056,
+                -0.05891331407035207,
+                -0.08821684422110554,
+                -0.015741175879397072
+            ]
+        ],
+        "std": [
+            [
+                1.0230913089022202,
+                1.0306470847496936,
+                1.0253163638989118,
+                1.0218049113878709,
+                1.0074783028399366,
+                1.0009433160751784,
+                0.9994505670417713,
+                1.0026241679219097,
+                1.0024524994812487,
+                1.0039133733751973,
+                1.0048971378545626,
+                1.01417394130718,
+                1.004332289549513,
+                0.9977382032551653,
+                1.0017361970021768,
+                0.9919233144935908,
+                1.0637765669702473,
+                1.0455715281984932,
+                1.0255977102644784,
+                0.99339605984875,
+                0.9817359315428323,
+                0.981056113878387,
+                0.990012610165878,
+                0.9974493811385823,
+                0.9922963473581801,
+                0.9932437097599804,
+                0.9968980779182007,
+                0.9995978440878907,
+                0.9913328217211481,
+                1.0010705577402124,
+                0.9890209230468918,
+                0.9912627019033904,
+                1.0644590940044412,
+                1.020043651023701,
+                1.0074072543879427,
+                0.958275404222389,
+                0.9578388667517177,
+                0.9639856165919881,
+                1.003221409383544,
+                1.0068397052494056,
+                0.9893750244557449,
+                1.0076889515382415,
+                1.0247383219890505,
+                1.0210165378194092,
+                1.0075247387147834,
+                1.0046362701743567,
+                0.9918912192932127,
+                0.9665843967074859,
+                1.0802469947354034,
+                0.998459552401291,
+                0.9563901007544556,
+                0.978638687720611,
+                1.0089127439007188,
+                1.0344283171064497,
+                1.0220358948079418,
+                0.9833155750584129,
+                1.0144818792490966,
+                1.0322631831022364,
+                1.038787160693079,
+                1.0103666845998722,
+                0.9702991548533046,
+                0.987409253216723,
+                0.9866887156715956,
+                0.9567900274378338,
+                1.0134406606180522,
+                0.991713556652289,
+                0.9827676281149432,
+                1.0114433247015615,
+                1.012081127146361,
+                1.0222420868044244,
+                1.0338152076697806,
+                1.0268430413524583,
+                1.0274456473203384,
+                1.0453074953992492,
+                1.0068106834774446,
+                0.99319836196822,
+                0.9771166106782407,
+                0.9688298069003922,
+                0.9624528562451854,
+                0.9968022599327558,
+                1.005901557554794,
+                0.9993474698627087,
+                1.010564715068287,
+                0.9983486611130268,
+                0.9961238320171254,
+                1.0114433247015613,
+                1.0161717897956295,
+                1.0406869709539412,
+                1.0272052350520744,
+                1.0224767767382823,
+                0.9956124335469829,
+                0.9901857170585184,
+                0.9865469521402179,
+                0.9587645381482431,
+                0.9621648427676825,
+                0.9899337643062542,
+                0.9900729293902669,
+                1.0084492238238705,
+                0.9937034359335825,
+                0.9692951161627006,
+                0.9800863496307292,
+                1.0042513937180102,
+                1.0123603111480772,
+                1.0141287908757117,
+                1.007677408079292,
+                1.0044650992699184,
+                0.9890209230468918,
+                0.9971736177909093,
+                0.9889840573493727,
+                0.9866310104770853,
+                0.9637832135197844,
+                0.9752349399210322,
+                1.0083818727667295,
+                1.0075247387147834,
+                0.991793153918188,
+                0.9988433850344973,
+                1.0081706851369636,
+                1.029626843869407,
+                1.0196031669552301,
+                1.0093980022007503,
+                1.0039886223095509,
+                1.0023095280591323,
+                0.9808300777029364,
+                0.9962389763825825,
+                0.9980717278603489,
+                0.9982433289914361,
+                1.0036155922773329,
+                1.0270598343773214,
+                1.0290248534923514,
+                1.0061441876968409,
+                1.0055764584644775,
+                1.0053031805865968,
+                1.0092866189920002,
+                1.0156784749241112,
+                1.0088960099879092,
+                1.0059991425953296,
+                0.9986354940573221,
+                1.0001773791355475,
+                1.00244149372978,
+                1.003847339906564,
+                0.996065302775612,
+                0.9880253584212956,
+                0.9794959611542164,
+                0.998556228240707,
+                1.0140940621454713,
+                1.0096760877814985,
+                1.0033829165288874,
+                0.9952808518444423,
+                1.0052200897485457,
+                1.012469146588948,
+                1.0035830400494066,
+                0.9857420630547223,
+                0.9942119752062554,
+                0.9950185461635798,
+                1.0234288024686335,
+                1.0131354799141175,
+                0.9949817856959143,
+                0.9931492960370479,
+                0.9878551084342865,
+                0.9652611606828942,
+                0.9940656012175009,
+                0.9933207816371951,
+                0.9965622500501108,
+                1.0093915715884572,
+                1.0115749892045551,
+                0.9968115171925963,
+                0.9755344519015101,
+                0.9786069630651631,
+                0.961464080587249,
+                0.9743356627980871,
+                1.030835086571909,
+                1.0118648303811906,
+                1.006595799733842,
+                0.9991930482950553,
+                0.9940736745513704,
+                1.003492294968093,
+                0.9918445350591615,
+                1.0021683881445074,
+                1.0122899955900566,
+                1.0249494745406926,
+                0.9979849217942023,
+                0.9934793024312332,
+                0.9621029758682157,
+                0.9890982158771477,
+                0.9885456854845168,
+                1.0294779143109518,
+                1.0130593563263568,
+                1.0229554890663815,
+                0.9943926914757206,
+                0.9911313414795533,
+                1.0010785245110474,
+                1.021221319921214,
+                0.9930525323845899,
+                0.9938444307912636,
+                0.9874394122474933,
+                0.965635318129075,
+                0.9689109282338,
+                0.9629284258029364,
+                0.9717359308698656,
+                0.9808646394091696,
+                1.0162302100520217,
+                1.0355012766301623,
+                1.0272568498553079,
+                1.0107564289840438,
+                0.9937602047041728,
+                0.9851594467890736,
+                0.9884587080836413,
+                0.9974266932665549,
+                0.999864541688887,
+                0.9894363675325561,
+                0.9895629283115106,
+                0.988727903086388,
+                0.990877905737688,
+                0.9766932163927938,
+                0.9895469407930455,
+                0.9935726213392223,
+                1.007170379629405,
+                1.0100389974395079,
+                1.009109049155308,
+                0.9965204677792965,
+                0.9901869920407446,
+                0.99174574443383,
+                0.9860427444032561,
+                0.9400600968558963,
+                1.0033074400595374,
+                0.9997993113498106,
+                0.9985929054949167,
+                1.0046389351594731,
+                1.0095474638492092,
+                1.0049722474461862,
+                1.0044746555071224,
+                1.0026481147921085,
+                0.9930117198494639,
+                0.9940678856560923,
+                1.0002974171033587,
+                0.9998417518500186,
+                0.9914036227508137,
+                0.9875178868961761,
+                0.9721338649787347,
+                0.9291330950891362,
+                1.017948146105332,
+                1.0150039988798456,
+                0.9989984568183743,
+                0.9666297205670561,
+                0.9878791191600703,
+                0.9975774564005543,
+                0.9980042921168951,
+                1.0006667078298794,
+                1.0077886909582168,
+                1.016455335207286,
+                1.0005853010665489,
+                0.9967266234061737,
+                0.9999357967957346,
+                0.9320191861094074,
+                0.8633520103519924,
+                0.9623275771498844
+            ]
+        ]
+    },
+    "width": 512,
+    "in_features": 256,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 512,
+    "parameters": 1584138,
+    "cert_evals": {
+        "36": 0.8912601470947266,
+        "72": 0.8729674220085144,
+        "108": 0.8556910157203674,
+        "255": 0.729674756526947
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-heart/fold_0/result.json b/UCI_N6/sdp/runs/statlog-heart/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b270614cd381cb29743ea0e6ec445607f0e5badf
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-heart/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.868421052631579,
+    "test_acc": 0.7757575757575758,
+    "train_size": 67,
+    "val_size": 38,
+    "test_size": 165,
+    "stats": {
+        "mean": [
+            [
+                -0.08198015373134328,
+                -0.20437704477611945,
+                0.14667940298507465,
+                -0.10702356567164191,
+                0.12296643701492538,
+                0.0031060895522387424,
+                0.1721716417910448,
+                0.05256702985074625,
+                -0.09777528358208952,
+                -0.07363618358208954,
+                0.14071911940298493,
+                -0.06190307462686559,
+                0.07189410447761192
+            ]
+        ],
+        "std": [
+            [
+                0.9602755621241335,
+                1.0534397591881424,
+                0.965842016381191,
+                0.8781181021048233,
+                1.1908161716364944,
+                1.0012132661304654,
+                0.983067488143195,
+                0.9410627873975389,
+                0.9570769609540178,
+                0.878212234528083,
+                0.8616316071032667,
+                0.9849557990787127,
+                0.9977403560745624
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10806,
+    "cert_evals": {
+        "36": 0.7090908885002136,
+        "72": 0.6242424249649048,
+        "108": 0.4848484694957733,
+        "255": 0.024242423474788666
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-heart/fold_1/result.json b/UCI_N6/sdp/runs/statlog-heart/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ac1e548e57fdee96589dbdf235c22b9a00dce45f
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-heart/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8627450980392157,
+    "test_acc": 0.7763157894736842,
+    "train_size": 67,
+    "val_size": 51,
+    "test_size": 152,
+    "stats": {
+        "mean": [
+            [
+                0.10317251194029849,
+                -0.04498435820895522,
+                -0.10467137313432831,
+                0.12694810597014922,
+                0.17465611791044777,
+                0.25472334328358204,
+                0.08243026865671647,
+                -0.11108194776119398,
+                -0.002699328358208915,
+                -0.025414538805970124,
+                -0.05362482089552247,
+                0.1120346268656717,
+                -0.13575953731343274
+            ]
+        ],
+        "std": [
+            [
+                0.933803946437699,
+                1.0141183535164209,
+                1.0495962756290413,
+                0.9673366402230045,
+                0.8198187755507609,
+                1.1979377392725967,
+                0.9966276802719692,
+                1.0695932382111324,
+                0.997165030870351,
+                0.9974922014552127,
+                0.9446202495075935,
+                1.110709570807387,
+                0.9882692368647951
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10806,
+    "cert_evals": {
+        "36": 0.6578947305679321,
+        "72": 0.5131579041481018,
+        "108": 0.32894736528396606,
+        "255": 0.01315789483487606
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-heart/fold_2/result.json b/UCI_N6/sdp/runs/statlog-heart/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..60323dc2c9d17a9dac3fbc661be91f0023f9e9a4
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-heart/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8043478260869565,
+    "test_acc": 0.8152866242038217,
+    "train_size": 67,
+    "val_size": 46,
+    "test_size": 157,
+    "stats": {
+        "mean": [
+            [
+                0.13594266119402976,
+                -0.14061997014925387,
+                0.06813225373134335,
+                -0.08696855671641794,
+                0.03171528507462684,
+                0.04504229850746271,
+                0.18712851940298503,
+                0.03130544776119405,
+                0.09237662686567168,
+                -0.06451316865671636,
+                0.019254119402985,
+                0.08040952238805975,
+                -0.15114120895522393
+            ]
+        ],
+        "std": [
+            [
+                0.8711281879382763,
+                1.040823259043546,
+                0.9637958388354753,
+                0.9133876556024206,
+                0.9725134126319966,
+                1.040829334168815,
+                0.9723132590478262,
+                0.9630003579670339,
+                1.0269376874323441,
+                0.8130127152575585,
+                0.8919207037488958,
+                1.0082879636602924,
+                0.9714271921263085
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10806,
+    "cert_evals": {
+        "36": 0.7324841022491455,
+        "72": 0.675159215927124,
+        "108": 0.5923566818237305,
+        "255": 0.15286624431610107
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-heart/fold_3/result.json b/UCI_N6/sdp/runs/statlog-heart/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b6f3b81864810ea52697dcae484da524668c05e
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-heart/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.875,
+    "test_acc": 0.7668711656441718,
+    "train_size": 67,
+    "val_size": 40,
+    "test_size": 163,
+    "stats": {
+        "mean": [
+            [
+                0.08678730746268656,
+                -0.14061997014925384,
+                0.03671347761194034,
+                0.07263314626865668,
+                -0.06617695701492539,
+                0.17085092537313418,
+                0.08243026865671643,
+                -0.04536504626865671,
+                -0.03439131343283579,
+                -0.07884894179104476,
+                -0.029331820895522515,
+                0.15947211940298509,
+                -0.0511598059701492
+            ]
+        ],
+        "std": [
+            [
+                0.9010573312665855,
+                1.0408232590435458,
+                1.0531172362720425,
+                0.9118585344964205,
+                0.9359858544688878,
+                1.1423287841859981,
+                0.9966276802719692,
+                1.0086415816105951,
+                0.9850040267731803,
+                0.9462659856917733,
+                0.9421179375671704,
+                1.0971195664680449,
+                0.9795524388118361
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10806,
+    "cert_evals": {
+        "36": 0.6932514905929565,
+        "72": 0.6134968996047974,
+        "108": 0.5398772954940796,
+        "255": 0.12883435189723969
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-image/fold_0/result.json b/UCI_N6/sdp/runs/statlog-image/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..61d6525e1de22e50bcf9f0e906604530fcf0b6ed
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-image/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.914364640883978,
+    "test_acc": 0.8789204959883297,
+    "train_size": 577,
+    "val_size": 362,
+    "test_size": 1371,
+    "stats": {
+        "mean": [
+            [
+                0.05277729462738304,
+                -0.026856590034661988,
+                -0.04045374350086678,
+                0.035925407279029424,
+                0.012791040953206106,
+                -0.02749923800693239,
+                0.026879459393414143,
+                0.003427681455805914,
+                -0.003979492894280729,
+                -0.0036277449220103795,
+                -0.004736499878682832,
+                -0.003368361143847496,
+                0.0064276489428076265,
+                -0.008315490103986137,
+                0.007643567209705356,
+                -0.0043468179896013785,
+                0.0004630635528596608,
+                -0.0013222841941074428
+            ]
+        ],
+        "std": [
+            [
+                1.0182285353798557,
+                0.9851787517694358,
+                0.9390514410011299,
+                1.0719805534061642,
+                1.0253303532403122,
+                0.7168098920649388,
+                1.0463467417069485,
+                1.0739156275157598,
+                0.9846461541428279,
+                0.986758186324584,
+                0.9813280135807977,
+                0.9874022073254759,
+                0.9931538939642666,
+                0.9774222979865599,
+                0.9945730722498334,
+                0.98084516278497,
+                0.9787696627538863,
+                1.0056912001088976
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14851,
+    "cert_evals": {
+        "36": 0.8475565314292908,
+        "72": 0.7986871004104614,
+        "108": 0.7534646391868591,
+        "255": 0.3654266893863678
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-image/fold_1/result.json b/UCI_N6/sdp/runs/statlog-image/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b71e737552ebb98f1857a31476e892596dd37df
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-image/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.8892405063291139,
+    "test_acc": 0.8927311220889202,
+    "train_size": 577,
+    "val_size": 316,
+    "test_size": 1417,
+    "stats": {
+        "mean": [
+            [
+                -0.00805977642980937,
+                -0.018866870935875215,
+                0.031481733102252704,
+                -0.043535077989602024,
+                0.004621514436741676,
+                0.01480505808492205,
+                -0.014060085823223602,
+                -0.02213133720970536,
+                0.002966329462738305,
+                0.0030170756499133438,
+                0.002753383032928949,
+                0.0031395960138648014,
+                -0.0019510392547660267,
+                0.0010119288561525432,
+                0.0002420222010398325,
+                0.0026207177123050403,
+                -0.00027903677296360597,
+                -0.004136256395147322
+            ]
+        ],
+        "std": [
+            [
+                0.9953843774509928,
+                1.0074852374270842,
+                1.0783606982862584,
+                0.9028473634226395,
+                1.0693480635548707,
+                1.0940228399134122,
+                0.8711465724120171,
+                0.502597420466186,
+                1.006613669140276,
+                1.0050554458942274,
+                1.0062103872564798,
+                1.0073657656318686,
+                0.9940821219426057,
+                0.9803990682446567,
+                0.9797804248563735,
+                1.0060668347936674,
+                0.9852523228665813,
+                0.9927198570183016
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14851,
+    "cert_evals": {
+        "36": 0.8341566920280457,
+        "72": 0.7762879729270935,
+        "108": 0.6937191486358643,
+        "255": 0.2921665608882904
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-image/fold_2/result.json b/UCI_N6/sdp/runs/statlog-image/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f99613ba9ea85102977cfb5ae512347fc7603296
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-image/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.8381962864721485,
+    "test_acc": 0.8672566371681416,
+    "train_size": 577,
+    "val_size": 377,
+    "test_size": 1356,
+    "stats": {
+        "mean": [
+            [
+                0.05914366984402079,
+                0.022316960745233937,
+                0.06025597920277344,
+                0.004141213171577218,
+                0.06498358975736578,
+                -0.007717641698440197,
+                0.003916004280762564,
+                -0.024700628942807636,
+                -0.011757545424610043,
+                -0.012553493500866587,
+                -0.011469935798960128,
+                -0.011205641403812857,
+                0.0023379489774696394,
+                -0.007725091837088372,
+                0.010744232443674168,
+                -0.011220052305025987,
+                -0.013785179953206241,
+                0.003924050017330997
+            ]
+        ],
+        "std": [
+            [
+                1.024154455792897,
+                0.9811663585132518,
+                1.0550539991337744,
+                1.0439910345858283,
+                1.1416502363087357,
+                0.8904529955722684,
+                1.0841860242487946,
+                0.7205096411504827,
+                0.9892628189620303,
+                0.9876451169861917,
+                0.9910594913771583,
+                0.9889085818803738,
+                1.0052016942584325,
+                1.0015543969928375,
+                1.001939370908761,
+                0.9907018248984832,
+                0.9753060190971025,
+                0.9976064937693578
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14851,
+    "cert_evals": {
+        "36": 0.7979351282119751,
+        "72": 0.7035398483276367,
+        "108": 0.6076695919036865,
+        "255": 0.2935103178024292
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-image/fold_3/result.json b/UCI_N6/sdp/runs/statlog-image/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d0da02fad69aa8212d971ad65327d76c026d3563
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-image/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.8869047619047619,
+    "test_acc": 0.8797423049391553,
+    "train_size": 577,
+    "val_size": 336,
+    "test_size": 1397,
+    "stats": {
+        "mean": [
+            [
+                -0.004805442807625656,
+                0.03371339715771235,
+                0.02189034662045027,
+                0.035925407279029334,
+                0.0042291054419410475,
+                0.03768918716984402,
+                0.012717266897746975,
+                0.03924694882149047,
+                0.00528661488734836,
+                0.005418960658578841,
+                0.0062262528249566835,
+                0.0039763388388214865,
+                -0.003098130467937617,
+                0.010604977712305036,
+                -0.01486111181975736,
+                0.007219200675909865,
+                0.014029051389948003,
+                0.01013749448873485
+            ]
+        ],
+        "std": [
+            [
+                1.008276364629133,
+                1.010568100241832,
+                1.0315325534295983,
+                1.1379229784648968,
+                0.9804535280460098,
+                1.2556130480825498,
+                1.057279793514591,
+                1.3153187531590647,
+                1.004023150383831,
+                1.004919767936061,
+                1.0036256590527597,
+                1.0041255432995537,
+                1.0046162783500956,
+                1.0114881398893187,
+                1.0145020055917877,
+                1.0028701935817135,
+                1.0098377455026906,
+                0.990416131086278
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14851,
+    "cert_evals": {
+        "36": 0.8310665488243103,
+        "72": 0.7730851769447327,
+        "108": 0.6936292052268982,
+        "255": 0.2734430730342865
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-landsat/fold_0/result.json b/UCI_N6/sdp/runs/statlog-landsat/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..c514f04bb4129743300b00c9b5c1f5049a2a3126
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-landsat/fold_0/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.8603104212860311,
+    "test_acc": 0.8621568072459665,
+    "train_size": 2000,
+    "val_size": 902,
+    "test_size": 3533,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 57270,
+    "cert_evals": {
+        "36": 0.8372488021850586,
+        "72": 0.8044155240058899,
+        "108": 0.7630908489227295,
+        "255": 0.5553354024887085
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-landsat/fold_1/result.json b/UCI_N6/sdp/runs/statlog-landsat/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cdb97242d71ab0b8c43b7b7812005925cad6f51d
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-landsat/fold_1/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 72,
+    "best_val_acc": 0.8684782608695653,
+    "test_acc": 0.8645803698435277,
+    "train_size": 2000,
+    "val_size": 920,
+    "test_size": 3515,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 57270,
+    "cert_evals": {
+        "36": 0.8372688889503479,
+        "72": 0.8091039061546326,
+        "108": 0.7729730010032654,
+        "255": 0.5621622204780579
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-landsat/fold_2/result.json b/UCI_N6/sdp/runs/statlog-landsat/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4aa0898691138e1c6e6fb132cc5a6809d040480f
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-landsat/fold_2/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.8672470076169749,
+    "test_acc": 0.863481228668942,
+    "train_size": 2000,
+    "val_size": 919,
+    "test_size": 3516,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 57270,
+    "cert_evals": {
+        "36": 0.8407280445098877,
+        "72": 0.8105801939964294,
+        "108": 0.7724686861038208,
+        "255": 0.5597269535064697
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-landsat/fold_3/result.json b/UCI_N6/sdp/runs/statlog-landsat/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4be75eb08ce86ed4c3561c0e0ed4dec14b9407f5
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-landsat/fold_3/result.json
@@ -0,0 +1,102 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.8429203539823009,
+    "test_acc": 0.8671764372698952,
+    "train_size": 2000,
+    "val_size": 904,
+    "test_size": 3531,
+    "stats": {
+        "mean": [
+            [
+                -6.934999915808593e-08,
+                2.3328000050659715e-07,
+                -1.1755000014720962e-07,
+                4.1650000113531425e-08,
+                2.974999921856458e-08,
+                4.0644999990996356e-07,
+                -1.644000001917445e-07,
+                -1.413499999420309e-07,
+                -8.425000072870282e-08,
+                -1.3005000039911785e-07,
+                2.7175000002155337e-07,
+                1.0295000034876712e-07,
+                1.0184999964849006e-07,
+                6.443749997200598e-07,
+                -1.6854999985216335e-07,
+                3.127500005414563e-07,
+                1.409999956569763e-08,
+                1.658500001333052e-07,
+                -1.2499999977327868e-07,
+                -5.844999979326415e-08,
+                2.847999998976669e-07,
+                3.69650000320354e-07,
+                -2.5099999955369155e-08,
+                -7.789999963525585e-08,
+                2.7900000419078807e-08,
+                1.6560000010702563e-07,
+                -6.818499998652027e-07,
+                5.085000043508758e-08,
+                -2.546000000173132e-07,
+                1.6649999925254233e-08,
+                -5.505499998159635e-07,
+                -2.0430000036758546e-07,
+                6.48000004858651e-08,
+                1.6479999976863612e-07,
+                1.1045000017417816e-07,
+                -5.730000016734849e-08
+            ]
+        ],
+        "std": [
+            [
+                0.9997504252780416,
+                0.9997504353750883,
+                0.9997503864088414,
+                0.9997498292458762,
+                0.999750452450114,
+                0.9997515833752775,
+                0.9997498884010328,
+                0.9997500268501014,
+                0.9997502639520248,
+                0.9997509350029689,
+                0.9997501055034534,
+                0.9997499174689204,
+                0.9997496455953512,
+                0.9997496576620629,
+                0.999749738590197,
+                0.9997497575751876,
+                0.9997501294203239,
+                0.9997495457673908,
+                0.999749811725968,
+                0.9997499464044513,
+                0.9997498084183996,
+                0.9997501411837695,
+                0.9997498091480883,
+                0.9997501130822933,
+                0.9997499551918837,
+                0.9997500274473032,
+                0.999750691794593,
+                0.9997498389478997,
+                0.9997497286241793,
+                0.9997505072133269,
+                0.9997503342441044,
+                0.9997498754279657,
+                0.9997500420188261,
+                0.9997503240021074,
+                0.9997501539041043,
+                0.9997498636945846
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 36,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 72,
+    "parameters": 57270,
+    "cert_evals": {
+        "36": 0.8414046764373779,
+        "72": 0.814500093460083,
+        "108": 0.7765505313873291,
+        "255": 0.5655621290206909
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-shuttle/fold_0/result.json b/UCI_N6/sdp/runs/statlog-shuttle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb8886bc297d4c8959ad079199b91d43fbbf22f4
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-shuttle/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 64,
+    "best_val_acc": 0.8991338044221564,
+    "test_acc": 0.9047111674249841,
+    "train_size": 14500,
+    "val_size": 8774,
+    "test_size": 34726,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3973,
+    "cert_evals": {
+        "36": 0.8460519313812256,
+        "72": 0.7545354962348938,
+        "108": 0.6223866939544678,
+        "255": 0.04051719233393669
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-shuttle/fold_1/result.json b/UCI_N6/sdp/runs/statlog-shuttle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b125d3622cae7865fdc5933012c948bb833906fe
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-shuttle/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.8511960600375235,
+    "test_acc": 0.8584867894315452,
+    "train_size": 14500,
+    "val_size": 8528,
+    "test_size": 34972,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3973,
+    "cert_evals": {
+        "36": 0.8065595626831055,
+        "72": 0.712570071220398,
+        "108": 0.5528708696365356,
+        "255": 0.04989705979824066
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-shuttle/fold_2/result.json b/UCI_N6/sdp/runs/statlog-shuttle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1a3d8277706ae1366407d3356bbb76389cbe1d4d
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-shuttle/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.8899653979238754,
+    "test_acc": 0.8857881136950905,
+    "train_size": 14500,
+    "val_size": 8670,
+    "test_size": 34830,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3973,
+    "cert_evals": {
+        "36": 0.8397358655929565,
+        "72": 0.740252673625946,
+        "108": 0.5443295836448669,
+        "255": 0.0463680736720562
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-shuttle/fold_3/result.json b/UCI_N6/sdp/runs/statlog-shuttle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f2a522ded8b3995be6b2a210b073acde0a7ee189
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-shuttle/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8552468788662693,
+    "test_acc": 0.8587650611112716,
+    "train_size": 14500,
+    "val_size": 8891,
+    "test_size": 34609,
+    "stats": {
+        "mean": [
+            [
+                1.2510344720706063e-08,
+                -4.003449266179364e-09,
+                -2.8330344823007095e-07,
+                2.2496552349729375e-08,
+                4.917241296073994e-09,
+                -3.906206872704791e-09,
+                -2.4448276142207472e-08,
+                8.781379274356982e-09,
+                1.222586207623664e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9999654436530625,
+                0.9999653004098481,
+                0.9999654876854136,
+                0.9999670453911623,
+                0.9999655862280178,
+                0.9999655271700041,
+                0.9999659054814384,
+                0.9999654302872448,
+                0.9999654402261486
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3973,
+    "cert_evals": {
+        "36": 0.7904880046844482,
+        "72": 0.6563032269477844,
+        "108": 0.4907104969024658,
+        "255": 0.041376519948244095
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-vehicle/fold_0/result.json b/UCI_N6/sdp/runs/statlog-vehicle/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..0d064780f9e33c9baa7bea3cf574fcaad9add4ad
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-vehicle/fold_0/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.6942148760330579,
+    "test_acc": 0.6478599221789884,
+    "train_size": 211,
+    "val_size": 121,
+    "test_size": 514,
+    "stats": {
+        "mean": [
+            [
+                -0.15146149526066363,
+                -0.10432839952606632,
+                -0.059711114691943054,
+                -0.10485173232227493,
+                -0.05972240473933653,
+                0.023982654502369662,
+                -0.09937442175355453,
+                0.0818855733649288,
+                -0.10596828436018967,
+                -0.11517251252132703,
+                -0.08347083222748818,
+                -0.1053934661943128,
+                -0.08422502947867287,
+                0.06107363270142171,
+                -0.09882898767772512,
+                -0.031016796208530723,
+                -0.05365530142180105,
+                -0.07673026919431288
+            ]
+        ],
+        "std": [
+            [
+                0.9244006895318542,
+                0.9269788321694366,
+                0.9738611659537878,
+                0.9392376060519674,
+                0.9423236941745864,
+                1.2031150582278034,
+                0.9189159479510511,
+                0.9554470489794712,
+                0.9165422543676691,
+                0.9419702932342265,
+                0.899283407616931,
+                0.9016819378903871,
+                0.9169739004303826,
+                1.0374334592683703,
+                1.008232147929816,
+                0.9709165003669759,
+                0.9809690311814254,
+                0.9851749395938914
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14740,
+    "cert_evals": {
+        "36": 0.5914396643638611,
+        "72": 0.47081711888313293,
+        "108": 0.3774318993091583,
+        "255": 0.04085602983832359
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-vehicle/fold_1/result.json b/UCI_N6/sdp/runs/statlog-vehicle/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1b424207babd58e5b0f77b273bbb5769cda61967
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-vehicle/fold_1/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 38,
+    "best_val_acc": 0.7,
+    "test_acc": 0.6427184466019418,
+    "train_size": 211,
+    "val_size": 120,
+    "test_size": 515,
+    "stats": {
+        "mean": [
+            [
+                -0.05707185829383899,
+                0.01703814028436017,
+                -0.07233211819905201,
+                -0.08672841545023706,
+                -0.057319243601895775,
+                0.03840272132701431,
+                -0.013982209905213271,
+                0.02121443985781981,
+                -0.007237241706161201,
+                0.0049784149421801165,
+                -0.014029810900473958,
+                -0.016262295578199085,
+                0.0009614558767772847,
+                0.11677855781990558,
+                0.0023493535545024086,
+                -0.010852331753554503,
+                -0.10286354407582957,
+                -0.11368303744075818
+            ]
+        ],
+        "std": [
+            [
+                1.0402738933856586,
+                0.9838455143238437,
+                1.0190627316129826,
+                1.0239103894741375,
+                1.1508302480807033,
+                1.1683856166359436,
+                1.0055121275534542,
+                0.9988185856887961,
+                1.0147533040348673,
+                0.9815814858424408,
+                0.9995251885514925,
+                1.0064285465555274,
+                0.9637935338431834,
+                1.1030605616237845,
+                0.9937126714490084,
+                0.995709949800922,
+                1.0375518355312294,
+                1.0614716810079152
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14740,
+    "cert_evals": {
+        "36": 0.5281553268432617,
+        "72": 0.3825242817401886,
+        "108": 0.26990291476249695,
+        "255": 0.025242719799280167
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-vehicle/fold_2/result.json b/UCI_N6/sdp/runs/statlog-vehicle/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6c915b6a8ad6f829977d63bf1824fa8411b696a5
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-vehicle/fold_2/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 52,
+    "best_val_acc": 0.6821705426356589,
+    "test_acc": 0.7213438735177866,
+    "train_size": 211,
+    "val_size": 129,
+    "test_size": 506,
+    "stats": {
+        "mean": [
+            [
+                -0.021963390047393307,
+                0.015501836018957329,
+                0.03765074758293839,
+                -0.033773345592417056,
+                -0.053714301421800954,
+                0.025012608530805693,
+                0.012391009146919438,
+                0.0011931618483411932,
+                0.003732862559241725,
+                -0.004163105436966835,
+                0.014350785308056885,
+                0.008870320853080559,
+                0.03139527815165877,
+                0.07120188767772496,
+                -0.007286610426540335,
+                0.01621079620853081,
+                -0.11362760189573462,
+                -0.0754560952606636
+            ]
+        ],
+        "std": [
+            [
+                1.0013809830173679,
+                0.9782519614775661,
+                1.0067349356663802,
+                0.9925585379225955,
+                0.9656789538710515,
+                1.079511023393183,
+                1.0086208512176316,
+                0.9976671958575583,
+                1.0053473248040818,
+                0.9749627707710302,
+                1.0173842579149284,
+                1.023042568770406,
+                0.9834183626487213,
+                1.0185730954327057,
+                1.033273817278921,
+                0.9965280678503624,
+                0.9690108913489877,
+                1.0258779208898805
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14740,
+    "cert_evals": {
+        "36": 0.6126482486724854,
+        "72": 0.48814231157302856,
+        "108": 0.39920949935913086,
+        "255": 0.0573122538626194
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/statlog-vehicle/fold_3/result.json b/UCI_N6/sdp/runs/statlog-vehicle/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..519ba2afe272480b63981c72a9a6599c373405b4
--- /dev/null
+++ b/UCI_N6/sdp/runs/statlog-vehicle/fold_3/result.json
@@ -0,0 +1,66 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.7007874015748031,
+    "test_acc": 0.6633858267716536,
+    "train_size": 211,
+    "val_size": 127,
+    "test_size": 508,
+    "stats": {
+        "mean": [
+            [
+                0.04652693270142183,
+                0.020878930331753535,
+                0.004595829952606676,
+                0.050472680521327036,
+                0.10850436966824639,
+                0.11359419241706137,
+                0.0035522710900474227,
+                -0.016401528483412357,
+                0.0019045260663507124,
+                0.02816009017251184,
+                0.02038910379146921,
+                0.003237731909952596,
+                0.0162511691943128,
+                0.05221142748815186,
+                0.04571186824644554,
+                -0.08779599999999993,
+                -0.02366896398104278,
+                -0.04232626635071097
+            ]
+        ],
+        "std": [
+            [
+                1.0660694582459869,
+                0.9954955740331093,
+                1.0005918167210288,
+                1.0225865249631643,
+                1.1919100176742894,
+                1.3676251093574603,
+                0.9782612041335168,
+                1.0070319475298821,
+                0.9609306968438209,
+                0.995608616420587,
+                0.9856739612962143,
+                0.9752124296736733,
+                1.0143856365331891,
+                1.0854963150619814,
+                1.0148237536601927,
+                0.9020045533947828,
+                0.9646100732878,
+                0.9403175219272142
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 18,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 36,
+    "parameters": 14740,
+    "cert_evals": {
+        "36": 0.5629920959472656,
+        "72": 0.44685038924217224,
+        "108": 0.30314961075782776,
+        "255": 0.015748031437397003
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/steel-plates/fold_0/result.json b/UCI_N6/sdp/runs/steel-plates/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..49bc8211c7c2847032ebb07358f5dcc9c3aaf198
--- /dev/null
+++ b/UCI_N6/sdp/runs/steel-plates/fold_0/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.6655737704918033,
+    "test_acc": 0.6741963509991312,
+    "train_size": 485,
+    "val_size": 305,
+    "test_size": 1151,
+    "stats": {
+        "mean": [
+            [
+                -0.033171420824742434,
+                -0.03487799787628848,
+                -0.025752341010309272,
+                -0.02575685641237119,
+                -0.013433178123711241,
+                -0.013203120387628779,
+                -0.01932132132144322,
+                -0.015286709072164926,
+                -0.03529740762886613,
+                -0.06188019999999985,
+                0.029282459793814393,
+                0.02461150515463966,
+                -0.02461150515463966,
+                0.02680637649484613,
+                0.05348254682474227,
+                0.04729742422680411,
+                0.037012766989690665,
+                -0.005113711814433202,
+                -0.04244604482474207,
+                0.016299261237113144,
+                0.02038411958762842,
+                0.024304238721649656,
+                0.01957637484536068,
+                0.03119099608247441,
+                0.008960876804329868,
+                -0.0667112558564948,
+                0.03806582750515489
+            ]
+        ],
+        "std": [
+            [
+                0.9756894853975037,
+                0.9770748287077284,
+                0.928969513709341,
+                0.9289613756914903,
+                0.7271911461061646,
+                0.6249440949513447,
+                0.2710442676106522,
+                0.8321078924444775,
+                0.9681819508369377,
+                0.9379050398893956,
+                1.0059681125158686,
+                1.004435542438173,
+                1.004435542438173,
+                1.0374639889594413,
+                0.9990047126903454,
+                0.9783238676858398,
+                0.9859445483202275,
+                0.9264109604441377,
+                0.9798063758731859,
+                0.9885797784975004,
+                0.9993680933241289,
+                0.9978320614999503,
+                0.9928227904046222,
+                0.9831836156202347,
+                0.9769683973001587,
+                0.9740787014301614,
+                0.9975175191485853
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 43393,
+    "cert_evals": {
+        "36": 0.6246742010116577,
+        "72": 0.5734144449234009,
+        "108": 0.5256298780441284,
+        "255": 0.33014771342277527
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/steel-plates/fold_1/result.json b/UCI_N6/sdp/runs/steel-plates/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..10880be5ad80a850c6b0fd6af3926066c4920378
--- /dev/null
+++ b/UCI_N6/sdp/runs/steel-plates/fold_1/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.6936619718309859,
+    "test_acc": 0.6262798634812287,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.03706820797938135,
+                0.03657455558762895,
+                0.014421525546391723,
+                0.014414742845360836,
+                -0.04709934408247418,
+                -0.04852457241237108,
+                -0.033936195713195796,
+                -0.05171317672164952,
+                0.013659632577319523,
+                -0.027462527628865894,
+                0.006293505773195868,
+                0.011990152577319948,
+                -0.011990152577319948,
+                -0.03296888268041301,
+                -0.009405954164948402,
+                -0.043928852597938134,
+                0.002384727134020549,
+                -0.013394573402062043,
+                0.027507874268041282,
+                0.038990112989690746,
+                0.0011484783505151038,
+                -0.02832227346391757,
+                -0.023262162268041238,
+                -0.03206279731958757,
+                -0.003237806419175221,
+                -0.04168354620618558,
+                -0.012072491587628926
+            ]
+        ],
+        "std": [
+            [
+                1.015411156192268,
+                1.0184785548739292,
+                1.121885848311569,
+                1.1218788885198352,
+                0.690006383533972,
+                0.5810603178627508,
+                0.2538653505206093,
+                0.7901091189782915,
+                1.0313073308807894,
+                1.1253321716484355,
+                0.9934036908444747,
+                1.002106781592608,
+                1.002106781592608,
+                0.9446882153445072,
+                1.006327755621702,
+                1.0256643689759664,
+                0.9902082423796534,
+                1.0703705601717843,
+                0.9814029395820514,
+                0.9594928614842593,
+                0.9948279945629597,
+                0.9781432437014432,
+                0.9737318425454382,
+                0.9896265964372553,
+                0.996385694776415,
+                1.1531115464252937,
+                0.9965705557829847
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 43393,
+    "cert_evals": {
+        "36": 0.5691125988960266,
+        "72": 0.517918050289154,
+        "108": 0.453071653842926,
+        "255": 0.266211599111557
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/steel-plates/fold_2/result.json b/UCI_N6/sdp/runs/steel-plates/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6a96d33d5e65668a2b01316b7428118ce7b5d54e
--- /dev/null
+++ b/UCI_N6/sdp/runs/steel-plates/fold_2/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 100,
+    "best_val_acc": 0.7114093959731543,
+    "test_acc": 0.6778929188255614,
+    "train_size": 485,
+    "val_size": 298,
+    "test_size": 1158,
+    "stats": {
+        "mean": [
+            [
+                0.01349540909278348,
+                0.011743234845361083,
+                0.055380051591752535,
+                0.05537599281030928,
+                -0.002818057010309121,
+                -0.0043726463257731905,
+                -0.011363671857525773,
+                0.0014854367216495697,
+                -0.017973084123711465,
+                -0.019961297319587557,
+                -0.006256404123711325,
+                0.037232857731959154,
+                -0.037232857731959154,
+                -0.057822187216493647,
+                -0.04968943053608254,
+                0.05299214910515458,
+                0.012450677092783526,
+                -0.0152095140206186,
+                -0.021158501278350353,
+                -0.03180742531958788,
+                0.011834936082473834,
+                0.02963465686597942,
+                0.02183907072164954,
+                0.04186944268041253,
+                0.024153798268247404,
+                -0.04557396327835056,
+                0.03912331686597949
+            ]
+        ],
+        "std": [
+            [
+                1.0305115292152447,
+                1.0350302276108283,
+                1.0568148967701887,
+                1.0568064122935077,
+                0.7926988315617414,
+                0.6342514589481083,
+                0.28414711305629714,
+                0.9056134481718624,
+                0.9751665814504833,
+                1.0270919456979695,
+                0.9900679127467883,
+                1.0066006750596284,
+                1.0066006750596284,
+                0.9543742160994036,
+                1.0004136931230714,
+                1.0094115145490878,
+                1.0121553004352448,
+                0.8186606474983903,
+                1.0281436358716267,
+                1.0235390824617858,
+                1.0008479768803218,
+                0.990294035931081,
+                0.9940477374299497,
+                1.000219892821287,
+                0.9933237184970842,
+                0.9852467220628263,
+                0.994697835657597
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 43393,
+    "cert_evals": {
+        "36": 0.6303972601890564,
+        "72": 0.579447329044342,
+        "108": 0.515544056892395,
+        "255": 0.30829015374183655
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/steel-plates/fold_3/result.json b/UCI_N6/sdp/runs/steel-plates/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9615c841e8e59540ec1d50dbdca38be830d75729
--- /dev/null
+++ b/UCI_N6/sdp/runs/steel-plates/fold_3/result.json
@@ -0,0 +1,84 @@
+{
+    "best_epoch": 79,
+    "best_val_acc": 0.6514084507042254,
+    "test_acc": 0.6680887372013652,
+    "train_size": 485,
+    "val_size": 284,
+    "test_size": 1172,
+    "stats": {
+        "mean": [
+            [
+                0.023743463731958805,
+                0.016176765814433166,
+                0.0014892443092783534,
+                0.0014844411752577274,
+                -0.009514525814432954,
+                -0.020205760659793785,
+                -0.01871218610680407,
+                -0.005845208247422769,
+                0.01885683030927834,
+                -0.00661354618556694,
+                0.013281478350515526,
+                0.0035759175257736252,
+                -0.0035759175257736252,
+                0.001803373195877225,
+                -0.050778439121649456,
+                -0.007776909546391795,
+                0.04831092711340207,
+                -0.05191724047422686,
+                -0.019034719298968952,
+                0.018150954639175196,
+                0.009697649484535607,
+                -0.007318674041237245,
+                -0.01604848907216485,
+                -0.0013126113402060792,
+                0.01597799027505155,
+                0.03087437377319595,
+                0.008060444742267966
+            ]
+        ],
+        "std": [
+            [
+                1.035245883833329,
+                1.0366480375890377,
+                1.0283716528913942,
+                1.0283643226814112,
+                0.804966635241197,
+                0.6387301143243845,
+                0.2927267776520207,
+                0.9211566457266325,
+                1.0248177126554818,
+                0.9991241777878153,
+                0.9956957155110975,
+                1.0004628088385008,
+                1.0004628088385008,
+                0.9913012556247199,
+                0.9711702662146896,
+                0.9776882812482338,
+                0.9942196574638761,
+                0.7385409188908473,
+                1.0098201632818302,
+                0.9666923500151875,
+                0.9978814369963841,
+                1.002103883727627,
+                0.9660799436198654,
+                1.0007299152954314,
+                0.9729135128718771,
+                1.03912258961276,
+                1.0093273706219772
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 27,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 54,
+    "parameters": 43393,
+    "cert_evals": {
+        "36": 0.6245733499526978,
+        "72": 0.5750852823257446,
+        "108": 0.5315699577331543,
+        "255": 0.3046075105667114
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/synthetic-control/fold_0/result.json b/UCI_N6/sdp/runs/synthetic-control/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2a8c3d1d9e2deb2a3dea428b843998f35b606aa
--- /dev/null
+++ b/UCI_N6/sdp/runs/synthetic-control/fold_0/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 42,
+    "best_val_acc": 0.975609756097561,
+    "test_acc": 0.9728260869565217,
+    "train_size": 150,
+    "val_size": 82,
+    "test_size": 368,
+    "stats": {
+        "mean": [
+            [
+                0.03924785799999999,
+                0.09383712196000003,
+                0.07046625366666667,
+                0.0014863559999998659,
+                -0.05929098933333334,
+                -0.038894416533333365,
+                -0.06979297906666665,
+                0.14184743933333332,
+                -0.017701836666666713,
+                0.031171698399999972,
+                -0.021065953866666622,
+                0.0012081412666666543,
+                -0.04361972219999998,
+                0.0025437976666666416,
+                0.07672977846666663,
+                0.020924183333333297,
+                -0.0169760114666666,
+                0.002974836000000029,
+                0.003983265866666657,
+                -0.024021968200000025,
+                -0.03956240413333334,
+                -0.1248241973333334,
+                -0.05730380093333336,
+                -0.05808679486666668,
+                -0.028370202666666712,
+                -0.09732389666666662,
+                -0.05763924799999995,
+                -0.13051837340000005,
+                -0.05395017553333331,
+                -0.03267161173333333,
+                -0.023729760666666683,
+                -0.07524714946666669,
+                -0.06614863693333331,
+                -0.019300918133333376,
+                -0.030039852199999936,
+                0.011592385653333353,
+                0.031318077333333326,
+                0.01763483633333328,
+                -0.0250934726666667,
+                -0.004898507333333266,
+                0.004217182600000006,
+                -0.0246385992666667,
+                -0.030988849866666696,
+                -0.04759142453333339,
+                -0.01953947740000004,
+                -0.01564450933333335,
+                -0.015787699133333277,
+                0.002320799400000045,
+                0.024963803466666677,
+                -0.007529426400000029,
+                0.04093678893333338,
+                0.015736563599999965,
+                -0.03746829866666665,
+                0.014098554666666692,
+                -0.011547875333333272,
+                -0.02319905666666666,
+                -0.03142149800000005,
+                -0.016265246000000014,
+                0.007930060666666574,
+                -0.023128325933333405
+            ]
+        ],
+        "std": [
+            [
+                0.9961076807315135,
+                0.9206509112843125,
+                1.0540224386437416,
+                1.0522148944257685,
+                0.9493400263469906,
+                1.0413681468006608,
+                1.0206521762883793,
+                1.0022196701786035,
+                0.9563400774380424,
+                0.9609145334914101,
+                1.0024994267345215,
+                0.9932555095692103,
+                0.9717731403065037,
+                0.98032175468797,
+                0.9982624484839073,
+                0.9382038270345618,
+                0.9768753390482254,
+                0.9916308705368667,
+                1.006723658496416,
+                1.0297445317020146,
+                1.032876694551145,
+                0.972144505822908,
+                0.9798593024092027,
+                0.9843687966126489,
+                1.011735889322179,
+                1.0429049244153183,
+                1.0346506734246277,
+                1.0538601962572212,
+                0.9988680991418135,
+                1.0180957806321926,
+                0.9596516599467743,
+                0.9834125851120433,
+                1.0264509047524573,
+                1.041847740419822,
+                0.9781778184682978,
+                1.0266071515222082,
+                1.0054089356966365,
+                0.9672870323425345,
+                1.0086182531503245,
+                0.9476236198433843,
+                0.9903141136237383,
+                0.9773410750044438,
+                0.9739559384791738,
+                1.0166341319600727,
+                1.0066772526142282,
+                0.9830356367906539,
+                0.9703713876993874,
+                1.0032669206080842,
+                0.9780136276281223,
+                0.9963547072355085,
+                0.9891349444554035,
+                0.9865762284560603,
+                0.975071666163836,
+                0.9738556836226393,
+                0.9427521925477134,
+                0.9585723823680283,
+                1.023473462894158,
+                0.974178234052611,
+                0.9584708977350718,
+                0.9781662302529668
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 188118,
+    "cert_evals": {
+        "36": 0.9538043737411499,
+        "72": 0.9293478727340698,
+        "108": 0.8804348111152649,
+        "255": 0.5652173757553101
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/synthetic-control/fold_1/result.json b/UCI_N6/sdp/runs/synthetic-control/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..44c88152935110df12134dd138218527c09595e4
--- /dev/null
+++ b/UCI_N6/sdp/runs/synthetic-control/fold_1/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.9879518072289156,
+    "test_acc": 0.9809264305177112,
+    "train_size": 150,
+    "val_size": 83,
+    "test_size": 367,
+    "stats": {
+        "mean": [
+            [
+                0.07431676333333329,
+                0.055703143333333274,
+                0.059986597200000005,
+                0.05962913333333327,
+                0.01711391199999998,
+                -0.09842530133333331,
+                -0.037238006933333324,
+                0.04494911246666669,
+                0.03584688633333339,
+                -0.03672074413333339,
+                0.1400467430666667,
+                -0.0017188513300000175,
+                0.09355356086666661,
+                0.08375834533333343,
+                0.10196642733333329,
+                -0.002735159333333399,
+                -0.04132526846666665,
+                0.002115888533333303,
+                -0.04545685346666663,
+                -0.026682441333333327,
+                0.0202955157,
+                0.05891559266666658,
+                0.09727385853333322,
+                0.0824819633333333,
+                -0.003187957799999993,
+                0.019345319200000027,
+                0.015127944066666616,
+                -0.01814940193333335,
+                0.028838950733333313,
+                -0.037662185733333346,
+                -0.03617591013333335,
+                0.015016469333333294,
+                0.03429976273333337,
+                0.0064533666666667005,
+                -0.029528327399999967,
+                -0.020207610346666682,
+                -0.015195800666666651,
+                -0.03826542699999998,
+                -0.0280714353333333,
+                -0.03387643922666661,
+                -0.006132136866666568,
+                -0.06652122866666664,
+                -0.012367441333333272,
+                0.04345637599999996,
+                0.04305291933333331,
+                0.025584800666666543,
+                0.017196319133333353,
+                -0.01777196502666665,
+                -0.07746244253333334,
+                -0.044407173933333335,
+                -0.055261454599999996,
+                -0.052746810399999934,
+                -0.0045274859999999695,
+                -0.025930303333333373,
+                0.035556554666666684,
+                0.009908130666666676,
+                0.016988207333333238,
+                -0.00977137813333338,
+                -0.020683775666666668,
+                0.012211349666666682
+            ]
+        ],
+        "std": [
+            [
+                0.9843088538516878,
+                1.0385221048037923,
+                1.0362809707291913,
+                1.070636491980348,
+                1.036981973032216,
+                1.0535025500445936,
+                1.0486711166621683,
+                1.0486450651360273,
+                1.0014223592087255,
+                0.9374084409356886,
+                0.9860590509896011,
+                0.9753368966519272,
+                1.0333021459864373,
+                0.9876115794841844,
+                1.02068622354422,
+                1.0112690289204789,
+                1.0116637203824093,
+                1.033925288406938,
+                1.0512195357703547,
+                1.018333809220628,
+                0.985055866337006,
+                0.943091921098071,
+                0.9490130762941131,
+                0.99910695778916,
+                1.0356025959908477,
+                1.0026236047334451,
+                1.0141313027658527,
+                0.9956117641629766,
+                1.0018305711459572,
+                1.0053268814426604,
+                1.0314502672967765,
+                1.038459737162511,
+                0.937751592640825,
+                0.9861261142353305,
+                0.9749386073698773,
+                0.9772874202358274,
+                0.9591957253028498,
+                0.9926707359223034,
+                0.9729932139063138,
+                0.9920544640877638,
+                0.9836353401854067,
+                0.99810857871081,
+                1.0023120691127656,
+                0.9517953446574153,
+                1.0036265983538577,
+                1.0142510395016522,
+                0.9769674154680212,
+                1.0141447148508704,
+                1.0111479341233067,
+                0.9771982566562517,
+                0.9980648743000833,
+                0.9633210674621704,
+                0.9823793488227291,
+                0.9870075135806297,
+                0.983054034466811,
+                0.990652388626008,
+                1.0024265300075932,
+                0.9594171079813323,
+                0.9682468460883036,
+                0.9900597520223805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 188118,
+    "cert_evals": {
+        "36": 0.9536784887313843,
+        "72": 0.8964577317237854,
+        "108": 0.7874659299850464,
+        "255": 0.4523160755634308
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/synthetic-control/fold_2/result.json b/UCI_N6/sdp/runs/synthetic-control/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f846ebf27235925818164900fb9df2abfbc531d0
--- /dev/null
+++ b/UCI_N6/sdp/runs/synthetic-control/fold_2/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 1.0,
+    "test_acc": 0.9662921348314607,
+    "train_size": 150,
+    "val_size": 94,
+    "test_size": 356,
+    "stats": {
+        "mean": [
+            [
+                -0.114856322,
+                -0.06579790133333327,
+                0.03355098266666663,
+                -0.03648713526666665,
+                -0.0011477239999999878,
+                0.13642399413333328,
+                -0.07596104666666668,
+                -0.0056418873333333374,
+                0.09558374166666667,
+                0.02089898246666667,
+                0.03188003920000004,
+                0.007430201999999999,
+                -0.0038350263999999894,
+                -0.01883838019999997,
+                0.0748425113333334,
+                0.00488779438666673,
+                0.018437261666666697,
+                0.030671767333333304,
+                0.022914690999999977,
+                0.01594029433333337,
+                -0.048436106666666714,
+                -0.0024884444666667177,
+                0.04168678213333334,
+                0.041644789333333244,
+                0.042822868333333354,
+                0.06534793200000001,
+                -0.010656098666666605,
+                -0.006021577466666684,
+                0.04735826933333332,
+                0.025442156333333393,
+                0.017160075866666614,
+                -0.04544196133333331,
+                -0.013476259999999967,
+                0.033218761599999966,
+                -0.005814218000000064,
+                -0.02626612546666666,
+                0.0554423356666666,
+                -0.005378560400000007,
+                0.004365360799999973,
+                0.01993973579999998,
+                -0.013822085533333268,
+                -0.0276612758666667,
+                -0.005520540333333351,
+                0.027592530666666643,
+                -0.0016518936666666988,
+                -0.02964797600000004,
+                -0.016894890799999965,
+                -0.018347165760000048,
+                0.02878474666666673,
+                0.009005892399999991,
+                0.0005037746666666054,
+                -0.010252967199999949,
+                0.009452513999999928,
+                -0.0006035673333334005,
+                -0.023115470666666638,
+                0.0008124299999999337,
+                -0.010064331333333435,
+                0.02198669420666669,
+                0.005671073333333329,
+                0.009682615733333344
+            ]
+        ],
+        "std": [
+            [
+                1.0560741237905633,
+                1.0909763937676147,
+                0.9591104934810897,
+                1.0027353336789389,
+                1.0137393600188147,
+                0.9974355725372859,
+                0.9334185111764193,
+                1.0358338960107323,
+                0.9936794808583214,
+                1.0639561849283727,
+                1.0322757313313562,
+                1.0330482466022683,
+                1.0135503676371944,
+                1.0679076791635504,
+                0.9641245690753236,
+                1.0282675239598804,
+                1.0002353813184108,
+                0.9684654582597145,
+                1.0331226003460752,
+                1.0536462803122515,
+                0.9988253263652744,
+                1.0354371216022098,
+                0.9964647889804219,
+                1.017635225822453,
+                1.0005114917749387,
+                1.021355655521812,
+                0.9645306146203501,
+                1.0113815411448928,
+                0.9806016929287075,
+                1.0144519155296894,
+                1.0265802362924008,
+                1.02000197200153,
+                1.07766142678815,
+                1.0468290903972308,
+                1.0314178108001988,
+                1.000469001033564,
+                1.0450722590473078,
+                1.0325221094946504,
+                1.048894956227836,
+                0.9833702833504419,
+                1.0153917705572146,
+                1.012455383336184,
+                1.0589782810850652,
+                1.0157128503216464,
+                1.0196629247844613,
+                1.0470501606989209,
+                1.0194159827106324,
+                1.0071984093717992,
+                1.0321411977245474,
+                1.043438003333306,
+                1.0407295108896613,
+                1.027173255849118,
+                1.0179448117519239,
+                1.0453526291643118,
+                1.0174480325437838,
+                1.0318194380088317,
+                1.0133347569254487,
+                1.0231404714757075,
+                1.030328051006465,
+                1.0096253910405713
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 188118,
+    "cert_evals": {
+        "36": 0.9522472023963928,
+        "72": 0.9101123809814453,
+        "108": 0.8539326190948486,
+        "255": 0.5112359523773193
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/synthetic-control/fold_3/result.json b/UCI_N6/sdp/runs/synthetic-control/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..27640a56ecb245c6e0d2f2941743bea03e27ba74
--- /dev/null
+++ b/UCI_N6/sdp/runs/synthetic-control/fold_3/result.json
@@ -0,0 +1,150 @@
+{
+    "best_epoch": 15,
+    "best_val_acc": 0.9775280898876404,
+    "test_acc": 0.96398891966759,
+    "train_size": 150,
+    "val_size": 89,
+    "test_size": 361,
+    "stats": {
+        "mean": [
+            [
+                0.1277572366666666,
+                0.04134771529333352,
+                0.021863094333333402,
+                0.014401853333333483,
+                -0.002803757326666718,
+                0.06694332266666667,
+                0.07448979026666658,
+                0.06807802960000005,
+                0.019724051666666666,
+                0.06465353440000006,
+                -0.0428330099999999,
+                -0.07357414919666662,
+                -0.04223157999999999,
+                -0.12545532820000008,
+                -0.04292649966666659,
+                -0.10589588954666669,
+                -0.04041633779999999,
+                0.05218024986666674,
+                0.05426686220000013,
+                0.0227305805333333,
+                0.10614008046666681,
+                0.04376943119999995,
+                -0.013266023600000024,
+                -0.07076259793333334,
+                -0.074043531,
+                -0.08001001866666667,
+                -0.07797701933333334,
+                -0.09792546133333335,
+                -0.061854662000000005,
+                -0.024533988199999985,
+                0.03629900386666665,
+                0.0058454133399999395,
+                0.007318489999999978,
+                0.03803268466666662,
+                0.044273164599999956,
+                0.0013259573333333503,
+                -0.002469843333333337,
+                -0.029172804800000018,
+                -0.05582708400000001,
+                -0.05666843433333332,
+                -0.048033903333333315,
+                -0.06985443860000005,
+                -0.0578782198666667,
+                -0.05657032866666666,
+                -0.026883787333333433,
+                -0.00934031266666669,
+                0.011623247533333353,
+                0.035373553640000055,
+                0.013784810000000043,
+                0.005969853333333333,
+                0.02904661893333334,
+                0.02376045733333324,
+                -0.02384677466666665,
+                -0.05474407806666669,
+                -0.06623972000000003,
+                -0.06898137600000002,
+                -0.07447672184000008,
+                -0.08693477600000002,
+                -0.05651159700000001,
+                -0.03601778493333341
+            ]
+        ],
+        "std": [
+            [
+                0.9996137529479245,
+                1.0036117435912413,
+                1.0522681023859373,
+                1.1119684771253828,
+                1.0298920232178084,
+                1.070456358378364,
+                1.0922136476449562,
+                0.9445072794294876,
+                0.9503254307664003,
+                0.9324621895873916,
+                0.9965913991681153,
+                1.1062786611692523,
+                1.1218688680681206,
+                1.0020156097641995,
+                1.0418972253640428,
+                0.9838023238329702,
+                0.9853089091257823,
+                1.0414927333939905,
+                1.0350491750495694,
+                1.0308468611443276,
+                1.0024128778412678,
+                0.9938024611079457,
+                0.9539537713906278,
+                0.9088792441254281,
+                0.9267414020449568,
+                1.0592924551372531,
+                1.035601875159454,
+                1.0348290235762594,
+                1.0072879218281139,
+                1.0455750589807704,
+                0.9984184008706671,
+                0.966055737300902,
+                0.9991473365977808,
+                1.0374974178986145,
+                0.9976106602571032,
+                0.9683911885436237,
+                0.9999529450897607,
+                0.9934502585034328,
+                1.0060525583431303,
+                0.9969439583936579,
+                1.0032737317903146,
+                1.006882715938048,
+                0.9888037727439014,
+                0.997171098741018,
+                1.0163770279221114,
+                0.9925585952400967,
+                1.0393735568577307,
+                1.0254123445542493,
+                1.0212979411217074,
+                1.0292884216225284,
+                0.9986396756965731,
+                0.9791900111960249,
+                1.0282697752335705,
+                1.0042624464425858,
+                1.014742625093536,
+                1.0220728519074882,
+                0.9823536621313895,
+                1.0001527437069238,
+                1.0095902426275776,
+                1.0166981511490805
+            ]
+        ]
+    },
+    "width": 256,
+    "in_features": 60,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 120,
+    "parameters": 188118,
+    "cert_evals": {
+        "36": 0.9307478666305542,
+        "72": 0.8614957928657532,
+        "108": 0.7617728114128113,
+        "255": 0.42382270097732544
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/teaching/fold_0/result.json b/UCI_N6/sdp/runs/teaching/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..165d212dd54b1bd055cbfe2eec360dfe57ee6691
--- /dev/null
+++ b/UCI_N6/sdp/runs/teaching/fold_0/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.45454545454545453,
+    "test_acc": 0.34065934065934067,
+    "train_size": 38,
+    "val_size": 22,
+    "test_size": 91,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                -0.17121901315789478,
+                0.029873731578947377,
+                -0.30744157894736857,
+                -0.12647241315789476
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.9379212090884154,
+                0.9728178435489211,
+                1.2214091484203293,
+                1.0035868928906388
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2337,
+    "cert_evals": {
+        "36": 0.17582418024539948,
+        "72": 0.032967034727334976,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/teaching/fold_1/result.json b/UCI_N6/sdp/runs/teaching/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..6affe2f218b566ae8050e97949a0e48938492d90
--- /dev/null
+++ b/UCI_N6/sdp/runs/teaching/fold_1/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 8,
+    "best_val_acc": 0.4375,
+    "test_acc": 0.30927835051546393,
+    "train_size": 38,
+    "val_size": 16,
+    "test_size": 97,
+    "stats": {
+        "mean": [
+            [
+                0.08642726315789476,
+                0.17190744736842098,
+                0.21345746842105265,
+                0.20351052631578942,
+                0.02251846578947367
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343568,
+                0.9529276096944189,
+                1.0986997290584972,
+                0.7479572951992832,
+                0.9794960526322802
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2337,
+    "cert_evals": {
+        "36": 0.12371133267879486,
+        "72": 0.0,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/teaching/fold_2/result.json b/UCI_N6/sdp/runs/teaching/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e3a0fdf4a89130fdd4c01142c48a36e1386d85df
--- /dev/null
+++ b/UCI_N6/sdp/runs/teaching/fold_2/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.4166666666666667,
+    "test_acc": 0.29213483146067415,
+    "train_size": 38,
+    "val_size": 24,
+    "test_size": 89,
+    "stats": {
+        "mean": [
+            [
+                -0.11332560526315784,
+                0.02154873684210526,
+                -0.18742893684210518,
+                -0.08846210526315801,
+                -0.16320968421052634
+            ]
+        ],
+        "std": [
+            [
+                1.0757021171452221,
+                0.983440529661239,
+                0.8586823726924572,
+                1.0752563594695814,
+                0.9991610142309885
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2337,
+    "cert_evals": {
+        "36": 0.14606741070747375,
+        "72": 0.01123595517128706,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/teaching/fold_3/result.json b/UCI_N6/sdp/runs/teaching/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..421455da95b56c495755c71f59a812e54abd900a
--- /dev/null
+++ b/UCI_N6/sdp/runs/teaching/fold_3/result.json
@@ -0,0 +1,40 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.3888888888888889,
+    "test_acc": 0.3263157894736842,
+    "train_size": 38,
+    "val_size": 18,
+    "test_size": 95,
+    "stats": {
+        "mean": [
+            [
+                0.0864272631578948,
+                -0.03628181578947368,
+                -0.2848404736842105,
+                0.057524210526315775,
+                -0.050956549999999996
+            ]
+        ],
+        "std": [
+            [
+                0.9226189788343567,
+                1.030764765505801,
+                0.8345079992343973,
+                0.9376140898091212,
+                1.1033171507511983
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 5,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2337,
+    "cert_evals": {
+        "36": 0.11578948050737381,
+        "72": 0.021052632480859756,
+        "108": 0.0,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/thyroid/fold_0/result.json b/UCI_N6/sdp/runs/thyroid/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..88b6af05c1da08d63f719dbfa5b6e4da28d96908
--- /dev/null
+++ b/UCI_N6/sdp/runs/thyroid/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 11,
+    "best_val_acc": 0.8048780487804879,
+    "test_acc": 0.7998663548279319,
+    "train_size": 3428,
+    "val_size": 779,
+    "test_size": 2993,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.6899431943893433,
+        "72": 0.5776812434196472,
+        "108": 0.4644169807434082,
+        "255": 0.23120614886283875
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/thyroid/fold_1/result.json b/UCI_N6/sdp/runs/thyroid/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2f3c4055f58cbef94beedf12f61bcfd15a33792
--- /dev/null
+++ b/UCI_N6/sdp/runs/thyroid/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 29,
+    "best_val_acc": 0.8192457737321196,
+    "test_acc": 0.8058608058608059,
+    "train_size": 3428,
+    "val_size": 769,
+    "test_size": 3003,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.707625687122345,
+        "72": 0.5924075841903687,
+        "108": 0.4841824769973755,
+        "255": 0.25407925248146057
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/thyroid/fold_2/result.json b/UCI_N6/sdp/runs/thyroid/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e034a5d4661eca4902f639b1b00f6f261f0ce4c
--- /dev/null
+++ b/UCI_N6/sdp/runs/thyroid/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 19,
+    "best_val_acc": 0.8516209476309227,
+    "test_acc": 0.8720538720538721,
+    "train_size": 3428,
+    "val_size": 802,
+    "test_size": 2970,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.7811447381973267,
+        "72": 0.6579124331474304,
+        "108": 0.5430976152420044,
+        "255": 0.26599326729774475
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/thyroid/fold_3/result.json b/UCI_N6/sdp/runs/thyroid/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..141fb501e79e2436f70f3701be22047ff67533ea
--- /dev/null
+++ b/UCI_N6/sdp/runs/thyroid/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8553191489361702,
+    "test_acc": 0.8444734268014347,
+    "train_size": 3428,
+    "val_size": 705,
+    "test_size": 3067,
+    "stats": {
+        "mean": [
+            [
+                2.1796966167956114e-07,
+                -8.751458590497311e-08,
+                3.876896143196366e-07,
+                -4.066511084792401e-07,
+                -2.217036219565563e-08,
+                -6.01225204592932e-07,
+                -3.491831976714682e-07,
+                1.7327888073170088e-07,
+                -1.2952158793330312e-07,
+                3.471411895625862e-07,
+                2.2170361729813757e-07,
+                -8.051341829072995e-08,
+                -2.386231042215566e-07,
+                -9.655775979550964e-08,
+                0.0,
+                -1.1260210272149139e-07,
+                3.3932322032535964e-08,
+                -3.3576429478599215e-08,
+                2.5419486573375144e-07,
+                -5.215869288406012e-08,
+                1.4458576431177031e-07
+            ]
+        ],
+        "std": [
+            [
+                0.9998541758225387,
+                0.9998532681152404,
+                0.9998556205991698,
+                0.9998539274386128,
+                0.999854696658317,
+                0.9998534548382348,
+                0.9998502394347666,
+                0.999853857874386,
+                0.9998538109684775,
+                0.9998551002843616,
+                0.9998536686664701,
+                0.9998545576369466,
+                0.9998513717555766,
+                0.9998546597440786,
+                1.0,
+                0.9998533945369356,
+                0.9998545375243406,
+                0.9998541828261739,
+                0.9998546087571518,
+                0.999854053898975,
+                0.999854213852071
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.7394848465919495,
+        "72": 0.6260189414024353,
+        "108": 0.505379855632782,
+        "255": 0.26051515340805054
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/tic-tac-toe/fold_0/result.json b/UCI_N6/sdp/runs/tic-tac-toe/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f49fe47bcf1af930eb0cf8eefbb8a8d2ae59c9c5
--- /dev/null
+++ b/UCI_N6/sdp/runs/tic-tac-toe/fold_0/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 2,
+    "best_val_acc": 0.7123287671232876,
+    "test_acc": 0.7382198952879581,
+    "train_size": 239,
+    "val_size": 146,
+    "test_size": 573,
+    "stats": {
+        "mean": [
+            [
+                -0.06774635146443425,
+                0.01449869790794993,
+                0.05074422594142255,
+                -0.014738167364016513,
+                0.015902112970711264,
+                0.01937172301255273,
+                -0.05826698744769888,
+                0.06322694058577437,
+                -0.03456911297071133
+            ]
+        ],
+        "std": [
+            [
+                0.9772364146923964,
+                0.9898671665296854,
+                0.9927899252300538,
+                1.0052200080228313,
+                1.0139839580724326,
+                1.0321649186622677,
+                0.9396177418537401,
+                0.9908262445058792,
+                1.022463266648573
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3878,
+    "cert_evals": {
+        "36": 0.46422338485717773,
+        "72": 0.16579407453536987,
+        "108": 0.013961605727672577,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/tic-tac-toe/fold_1/result.json b/UCI_N6/sdp/runs/tic-tac-toe/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4c088d521211e173c1fd8076f5a7c4c5f28fb878
--- /dev/null
+++ b/UCI_N6/sdp/runs/tic-tac-toe/fold_1/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 63,
+    "best_val_acc": 0.7638888888888888,
+    "test_acc": 0.7843478260869565,
+    "train_size": 239,
+    "val_size": 144,
+    "test_size": 575,
+    "stats": {
+        "mean": [
+            [
+                0.055483841004184395,
+                -0.00011965439330530087,
+                0.00808757322175727,
+                -0.029356599999999875,
+                0.039023707112970575,
+                0.019371482008368506,
+                -0.08670484518828446,
+                -0.039102302092049956,
+                0.027046133891213308
+            ]
+        ],
+        "std": [
+            [
+                0.9957045497387771,
+                1.0146010728149857,
+                1.003301186901333,
+                1.0124926159677299,
+                0.9987054895066753,
+                0.9814356430315144,
+                0.973828360138658,
+                1.0003184664932105,
+                0.9832177518418727
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3878,
+    "cert_evals": {
+        "36": 0.6921738982200623,
+        "72": 0.573913037776947,
+        "108": 0.4434782564640045,
+        "255": 0.029565218836069107
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/tic-tac-toe/fold_2/result.json b/UCI_N6/sdp/runs/tic-tac-toe/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..23465e4cf4116abf3ea1ad16a0489417baf721ea
--- /dev/null
+++ b/UCI_N6/sdp/runs/tic-tac-toe/fold_2/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.648854961832061,
+    "test_acc": 0.6377551020408163,
+    "train_size": 239,
+    "val_size": 131,
+    "test_size": 588,
+    "stats": {
+        "mean": [
+            [
+                -0.04878792468619211,
+                0.0047529958158996155,
+                0.09814042677824272,
+                -0.024483735564853226,
+                0.034399451882844975,
+                -0.009865222594141925,
+                -0.02508974895397498,
+                0.004753076150627897,
+                -0.04878784100418414
+            ]
+        ],
+        "std": [
+            [
+                1.001934480203885,
+                0.9778484267660271,
+                1.0046660181235467,
+                1.0212723008937266,
+                1.0210245107562923,
+                1.0306454853299336,
+                0.9862518055799147,
+                0.9951065507668124,
+                0.9747736634076275
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3878,
+    "cert_evals": {
+        "36": 0.38265305757522583,
+        "72": 0.18877550959587097,
+        "108": 0.052721086889505386,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/tic-tac-toe/fold_3/result.json b/UCI_N6/sdp/runs/tic-tac-toe/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..079c2bc6036ed276d3c8d217776f117ba818b7b6
--- /dev/null
+++ b/UCI_N6/sdp/runs/tic-tac-toe/fold_3/result.json
@@ -0,0 +1,48 @@
+{
+    "best_epoch": 77,
+    "best_val_acc": 0.7753623188405797,
+    "test_acc": 0.7504302925989673,
+    "train_size": 239,
+    "val_size": 138,
+    "test_size": 581,
+    "stats": {
+        "mean": [
+            [
+                0.10288007531380783,
+                0.04373577740585817,
+                0.041264979079497874,
+                -0.034229491213389085,
+                -0.05346292050209214,
+                -0.1999054092050213,
+                0.08392158158995812,
+                0.07297261589958158,
+                -0.05826715481171532
+            ]
+        ],
+        "std": [
+            [
+                0.9966065572515563,
+                1.018968015200093,
+                0.9922920069375739,
+                0.9979419605462078,
+                0.9801398510182366,
+                0.9915447189713678,
+                0.9965163996887837,
+                0.9964419395653665,
+                0.9951178388160773
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 9,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 18,
+    "parameters": 3878,
+    "cert_evals": {
+        "36": 0.6316695213317871,
+        "72": 0.5232357978820801,
+        "108": 0.41480207443237305,
+        "255": 0.09294319897890091
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/titanic/fold_0/result.json b/UCI_N6/sdp/runs/titanic/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..69b7daffc11ab0acad7919cbe5648cb72e7c5473
--- /dev/null
+++ b/UCI_N6/sdp/runs/titanic/fold_0/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.7746478873239436,
+    "test_acc": 0.7839506172839507,
+    "train_size": 550,
+    "val_size": 355,
+    "test_size": 1296,
+    "stats": {
+        "mean": [
+            [
+                -0.033479024545449286,
+                -0.04388359999999998,
+                0.04633865636363635
+            ]
+        ],
+        "std": [
+            [
+                1.0184009911459524,
+                0.9030112522482995,
+                0.965727266734473
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2326,
+    "cert_evals": {
+        "36": 0.7245370149612427,
+        "72": 0.6342592835426331,
+        "108": 0.14891976118087769,
+        "255": 0.09490741044282913
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/titanic/fold_1/result.json b/UCI_N6/sdp/runs/titanic/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d90d68c0ae3c816662aaacc031e041c85f3d00cc
--- /dev/null
+++ b/UCI_N6/sdp/runs/titanic/fold_1/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 16,
+    "best_val_acc": 0.8223495702005731,
+    "test_acc": 0.771889400921659,
+    "train_size": 550,
+    "val_size": 349,
+    "test_size": 1302,
+    "stats": {
+        "mean": [
+            [
+                0.00599657709091412,
+                -0.02712665454545435,
+                0.02416022909090901
+            ]
+        ],
+        "std": [
+            [
+                0.993203063568118,
+                0.9413765013907114,
+                0.9824417459762911
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2326,
+    "cert_evals": {
+        "36": 0.698924720287323,
+        "72": 0.6344085931777954,
+        "108": 0.15437787771224976,
+        "255": 0.09984639286994934
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/titanic/fold_2/result.json b/UCI_N6/sdp/runs/titanic/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..eb2f9dc6c101326228bf3fd145918d65ee983877
--- /dev/null
+++ b/UCI_N6/sdp/runs/titanic/fold_2/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 5,
+    "best_val_acc": 0.7034700315457413,
+    "test_acc": 0.7466266866566716,
+    "train_size": 550,
+    "val_size": 317,
+    "test_size": 1334,
+    "stats": {
+        "mean": [
+            [
+                0.014578170545459438,
+                -0.043883600000000356,
+                0.03303160000000017
+            ]
+        ],
+        "std": [
+            [
+                1.0150806710594007,
+                0.9030112522482996,
+                0.9758508000000029
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2326,
+    "cert_evals": {
+        "36": 0.6739130616188049,
+        "72": 0.467766135931015,
+        "108": 0.13718141615390778,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/titanic/fold_3/result.json b/UCI_N6/sdp/runs/titanic/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..439d3a46e066f8d0ff0dcf95154f7226e570a2b4
--- /dev/null
+++ b/UCI_N6/sdp/runs/titanic/fold_3/result.json
@@ -0,0 +1,36 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.7667638483965015,
+    "test_acc": 0.7714067278287462,
+    "train_size": 550,
+    "val_size": 343,
+    "test_size": 1308,
+    "stats": {
+        "mean": [
+            [
+                0.0077128369090957785,
+                -0.027126654545454543,
+                -0.0290679963636369
+            ]
+        ],
+        "std": [
+            [
+                1.026123748181085,
+                0.9413765013907113,
+                1.0194745387594568
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 3,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 10,
+    "parameters": 2326,
+    "cert_evals": {
+        "36": 0.7675841450691223,
+        "72": 0.020642202347517014,
+        "108": 0.00840978603810072,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/trains/fold_0/result.json b/UCI_N6/sdp/runs/trains/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ba587faa73e09068666ea5d6c465e39145d5a456
--- /dev/null
+++ b/UCI_N6/sdp/runs/trains/fold_0/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.6,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 5,
+    "test_size": 3,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.9717294999999999,
+                -0.316228,
+                0.621059,
+                0.786374,
+                -0.474342,
+                -0.369273,
+                -0.316228,
+                -0.41404050000000003,
+                -0.161281,
+                1.264911,
+                0.2108185,
+                -0.08519500000000002,
+                -0.685249,
+                -0.7115125,
+                -0.29632100000000006,
+                0.398527,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                -0.774597,
+                -0.774597,
+                0.711514,
+                -0.316228,
+                0.41404050000000003,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.6073305,
+                1.0,
+                1.0,
+                0.406746,
+                1.0,
+                0.7385470000000001,
+                1.0,
+                1.0350995,
+                0.322562,
+                1.581139,
+                0.5270465,
+                1.2779150000000001,
+                0.571041,
+                0.16940750000000004,
+                0.740799,
+                1.328423,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                1.0,
+                1.0,
+                1.185856,
+                1.0,
+                1.0350995,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 46198,
+    "cert_evals": {
+        "36": 0.6666666865348816,
+        "72": 0.6666666865348816,
+        "108": 0.6666666865348816,
+        "255": 0.3333333432674408
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/trains/fold_1/result.json b/UCI_N6/sdp/runs/trains/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2d75069fc2d25d17cc4b67d300c986ff30dc7908
--- /dev/null
+++ b/UCI_N6/sdp/runs/trains/fold_1/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.75,
+    "test_acc": 0.75,
+    "train_size": 2,
+    "val_size": 4,
+    "test_size": 4,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 46198,
+    "cert_evals": {
+        "36": 0.75,
+        "72": 0.5,
+        "108": 0.5,
+        "255": 0.5
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/trains/fold_2/result.json b/UCI_N6/sdp/runs/trains/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..341415a92002ae82651b791e311c41dba2cd3f93
--- /dev/null
+++ b/UCI_N6/sdp/runs/trains/fold_2/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 0.5,
+    "test_acc": 0.5,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                -0.36439749999999993,
+                -0.316228,
+                0.621059,
+                0.10846649999999997,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -1.44914,
+                -0.8064045,
+                1.264911,
+                -0.316228,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                0.41404050000000003,
+                0.19365149999999998,
+                0.19365149999999998,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                1.2146625,
+                1.0,
+                1.0,
+                1.0846535,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0,
+                0.9676855,
+                1.581139,
+                1.0,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0350995,
+                0.9682485,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 46198,
+    "cert_evals": {
+        "36": 0.3333333432674408,
+        "72": 0.1666666716337204,
+        "108": 0.1666666716337204,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/trains/fold_3/result.json b/UCI_N6/sdp/runs/trains/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..995b4674598911d71b9b35e9f9094d899ded09de
--- /dev/null
+++ b/UCI_N6/sdp/runs/trains/fold_3/result.json
@@ -0,0 +1,88 @@
+{
+    "best_epoch": 1,
+    "best_val_acc": 1.0,
+    "test_acc": 0.6666666666666666,
+    "train_size": 2,
+    "val_size": 2,
+    "test_size": 6,
+    "stats": {
+        "mean": [
+            [
+                -0.61237,
+                0.24293300000000004,
+                1.264911,
+                -0.41404050000000003,
+                -1.1117685,
+                -0.474342,
+                0.7385470000000001,
+                1.264911,
+                -0.41404050000000003,
+                -0.32255999999999996,
+                -0.316228,
+                -1.370319,
+                -0.5111665000000001,
+                -0.11420999999999992,
+                -0.7115125,
+                -0.29632100000000006,
+                -0.5977899999999999,
+                -0.621059,
+                -0.621059,
+                -0.619234,
+                -0.621059,
+                -0.514496,
+                -0.621059,
+                0.19365149999999998,
+                1.1619,
+                -0.474342,
+                -0.316228,
+                -0.621059,
+                -0.316228
+            ]
+        ],
+        "std": [
+            [
+                0.61237,
+                0.607332,
+                1.581139,
+                1.0350995,
+                0.13558149999999997,
+                1.0,
+                0.3692730000000001,
+                1.581139,
+                1.0350995,
+                1.45153,
+                1.0,
+                1.0540910000000001,
+                0.8519435000000001,
+                1.14208,
+                0.16940750000000004,
+                0.740799,
+                0.33210599999999996,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                0.9682485,
+                1.0,
+                1.0,
+                1.0,
+                1.0,
+                1.0
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 29,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 58,
+    "parameters": 46198,
+    "cert_evals": {
+        "36": 0.6666666865348816,
+        "72": 0.5,
+        "108": 0.5,
+        "255": 0.3333333432674408
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/twonorm/fold_0/result.json b/UCI_N6/sdp/runs/twonorm/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b2987c05e21d7c1745df67ec6aa9d3ee9a2b1734
--- /dev/null
+++ b/UCI_N6/sdp/runs/twonorm/fold_0/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.977961432506887,
+    "test_acc": 0.9757901815736382,
+    "train_size": 1850,
+    "val_size": 1089,
+    "test_size": 4461,
+    "stats": {
+        "mean": [
+            [
+                -0.014544049503783818,
+                -0.003368689291891876,
+                0.016772092459459455,
+                0.0019175647345946178,
+                -0.02506532699859457,
+                0.0038982543675675696,
+                0.019339146565999932,
+                -0.009895024481081047,
+                0.006385932609729719,
+                -0.0014487788735135277,
+                -0.02301627440935135,
+                -0.005151859209189199,
+                0.008102996605405427,
+                -0.0044304854756756626,
+                0.0017575496378378407,
+                -0.009554797715135191,
+                0.026529897787837913,
+                0.02922682911891893,
+                -0.01169157914054059,
+                -0.004898149291891907
+            ]
+        ],
+        "std": [
+            [
+                1.008740635111714,
+                1.0057995039659557,
+                0.9837382170327289,
+                1.0009348723588565,
+                0.9894373169495185,
+                0.9855025922172592,
+                1.0016273845342372,
+                1.0019232777130362,
+                1.0102983788423001,
+                0.989126863772442,
+                1.014473431822349,
+                0.9873937513386905,
+                1.0120815536633763,
+                1.0026507637547364,
+                0.9944344640609678,
+                1.0009003980137419,
+                1.017029495884869,
+                0.9934459224888799,
+                1.005170519855988,
+                1.0182286286784454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9643577933311462,
+        "72": 0.9495629072189331,
+        "108": 0.9300605654716492,
+        "255": 0.7888365983963013
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/twonorm/fold_1/result.json b/UCI_N6/sdp/runs/twonorm/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8a23cb2aaacaf55ae53d013bf0d028409b030ac9
--- /dev/null
+++ b/UCI_N6/sdp/runs/twonorm/fold_1/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 10,
+    "best_val_acc": 0.984182776801406,
+    "test_acc": 0.9748413417951043,
+    "train_size": 1850,
+    "val_size": 1138,
+    "test_size": 4412,
+    "stats": {
+        "mean": [
+            [
+                -0.011274481706054077,
+                0.0010725280108108113,
+                0.04904605430486482,
+                0.00013406402702702838,
+                0.0037092568978378815,
+                -0.03159644886486481,
+                0.00852751402702707,
+                -0.014074217665405411,
+                0.026686750430270245,
+                0.023341407989189197,
+                0.00574216419659461,
+                -0.019635965771891885,
+                0.04072469101081081,
+                0.00963421142594593,
+                -0.044921805624324275,
+                -0.025982841086486463,
+                -0.0002432451580000008,
+                -0.011375726291891854,
+                0.021153889262702744,
+                0.01900583370702701
+            ]
+        ],
+        "std": [
+            [
+                0.9976085735229742,
+                1.0108425474557818,
+                1.0105604700510442,
+                1.0350336168987333,
+                0.990362036249636,
+                0.9744762030983907,
+                1.0066091603129825,
+                0.984656658886602,
+                0.9965234554482512,
+                0.973435364067005,
+                0.9921055599456662,
+                1.0065413490604112,
+                1.0042400869906856,
+                0.9880184758483341,
+                0.9898502752755675,
+                0.992736848303296,
+                0.9922171097916167,
+                1.0043754412776131,
+                0.9893350555688326,
+                0.9868441569808528
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9646418690681458,
+        "72": 0.9501360058784485,
+        "108": 0.9290571212768555,
+        "255": 0.7914777994155884
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/twonorm/fold_2/result.json b/UCI_N6/sdp/runs/twonorm/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..290cca989b42b2b9d5d916510fc1187331456fa8
--- /dev/null
+++ b/UCI_N6/sdp/runs/twonorm/fold_2/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 3,
+    "best_val_acc": 0.9776386404293381,
+    "test_acc": 0.9794675090252708,
+    "train_size": 1850,
+    "val_size": 1118,
+    "test_size": 4432,
+    "stats": {
+        "mean": [
+            [
+                0.003976000881081077,
+                0.010715774432432398,
+                -0.017786920248648645,
+                0.0036804860497297266,
+                0.002183984135675682,
+                0.01946380120540544,
+                -0.009359299564702704,
+                -0.02816081002594586,
+                0.031211165720540515,
+                0.0197382945891892,
+                0.004506140226864866,
+                -0.01331618493945946,
+                0.014995027385405353,
+                -0.001854380632432439,
+                -0.01958510810810805,
+                -0.00386884019891889,
+                -0.017393956009891888,
+                -0.0021528696070270597,
+                0.005169307811351341,
+                0.0024582379264864846
+            ]
+        ],
+        "std": [
+            [
+                1.009760000740286,
+                1.0090347482418227,
+                1.0148186512036792,
+                1.0060022323323823,
+                0.9990626780886653,
+                0.9896872166496508,
+                0.9763805914536888,
+                0.9957691924612021,
+                0.9906698247495431,
+                1.0035665264537232,
+                0.9947437173054162,
+                1.0004339807413987,
+                0.9823451342038293,
+                1.0178129069401878,
+                1.020030588883728,
+                1.0098245678900148,
+                0.9925509761821191,
+                0.984129704899966,
+                1.021860274128779,
+                1.0179863343134843
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.9661552309989929,
+        "72": 0.9469765424728394,
+        "108": 0.9239621162414551,
+        "255": 0.7587996125221252
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/twonorm/fold_3/result.json b/UCI_N6/sdp/runs/twonorm/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9afd747fb343eaf5e308e262a21f5cdae163ac3c
--- /dev/null
+++ b/UCI_N6/sdp/runs/twonorm/fold_3/result.json
@@ -0,0 +1,70 @@
+{
+    "best_epoch": 21,
+    "best_val_acc": 0.9821428571428571,
+    "test_acc": 0.9767494356659142,
+    "train_size": 1850,
+    "val_size": 1120,
+    "test_size": 4430,
+    "stats": {
+        "mean": [
+            [
+                -0.020650926096864895,
+                0.0029367999405405425,
+                -0.006630237378378379,
+                0.010420081979243248,
+                -0.001797412861621615,
+                0.006000229992972958,
+                0.02513403323243256,
+                -0.04051091970432429,
+                0.016437013362162183,
+                0.008169780156756753,
+                0.010605073612270283,
+                -0.014074353574054115,
+                0.001890994940540519,
+                -0.00912456161891894,
+                -0.011556316408108112,
+                -0.004322038713513496,
+                -0.0011294842637837807,
+                -0.006298975859459421,
+                0.017070309424864923,
+                0.0166714651562162
+            ]
+        ],
+        "std": [
+            [
+                0.9799722867298174,
+                0.9831760308737035,
+                1.0071900480073166,
+                1.003544153680456,
+                0.9998334222405475,
+                0.997242014320636,
+                0.9816671365897304,
+                0.9927759081786102,
+                1.0236053141912813,
+                0.9882650425660089,
+                1.0199540485168141,
+                0.9750354662835033,
+                1.000698654175577,
+                0.9953898045603353,
+                0.9850292707815245,
+                0.9950063778865423,
+                0.9842233774554926,
+                1.0005588371487018,
+                1.0122840782683846,
+                1.0155158561773454
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 20,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 40,
+    "parameters": 16210,
+    "cert_evals": {
+        "36": 0.965237021446228,
+        "72": 0.9507900476455688,
+        "108": 0.9313769340515137,
+        "255": 0.8022572994232178
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-2clases/fold_0/result.json b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..50ad6e41304f71c5163e73462a373a8dc76b38df
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 22,
+    "best_val_acc": 0.847457627118644,
+    "test_acc": 0.7183908045977011,
+    "train_size": 77,
+    "val_size": 59,
+    "test_size": 174,
+    "stats": {
+        "mean": [
+            [
+                -0.04851593662337664,
+                -0.013603715584415602,
+                0.017817786623376606,
+                -0.052196842324675335,
+                -0.002157415584415587,
+                -0.03604349805194806
+            ]
+        ],
+        "std": [
+            [
+                0.9285507134809343,
+                1.06595981877074,
+                0.9952787423256769,
+                0.8624418582955644,
+                0.9372946280214954,
+                0.7536679299194217
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2714,
+    "cert_evals": {
+        "36": 0.5977011322975159,
+        "72": 0.41379308700561523,
+        "108": 0.2816092073917389,
+        "255": 0.10344827175140381
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-2clases/fold_1/result.json b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..220ce0947f847c7509d75190204ae7b8223c41d8
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8095238095238095,
+    "test_acc": 0.7853403141361257,
+    "train_size": 77,
+    "val_size": 42,
+    "test_size": 191,
+    "stats": {
+        "mean": [
+            [
+                -0.01160272857142857,
+                0.19142412077922066,
+                0.13749096324675333,
+                -0.1576678293376624,
+                0.1349718081818182,
+                0.01367927922077926
+            ]
+        ],
+        "std": [
+            [
+                0.9739076978851005,
+                1.1234128014311557,
+                1.0980714645789118,
+                0.9124304878226723,
+                0.8779104710989865,
+                0.8103068848046617
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2714,
+    "cert_evals": {
+        "36": 0.7015706896781921,
+        "72": 0.5497382283210754,
+        "108": 0.33507853746414185,
+        "255": 0.057591624557971954
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-2clases/fold_2/result.json b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e80d841c1e40b14a62b64bfe9281dc7fc28b6553
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8823529411764706,
+    "test_acc": 0.6758241758241759,
+    "train_size": 77,
+    "val_size": 51,
+    "test_size": 182,
+    "stats": {
+        "mean": [
+            [
+                -0.08900769350649353,
+                0.022068336363636327,
+                -0.17777378870129867,
+                -0.13070269816883123,
+                -0.08019039701298694,
+                0.034270005844155946
+            ]
+        ],
+        "std": [
+            [
+                1.1891598679346718,
+                1.0629718968025748,
+                0.9683921685715591,
+                1.1934548554540982,
+                1.0519483392859137,
+                1.4108241281173226
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2714,
+    "cert_evals": {
+        "36": 0.4780219793319702,
+        "72": 0.32967033982276917,
+        "108": 0.18681319057941437,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-2clases/fold_3/result.json b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb1b8ee7b8f418954ec2819cf23357eecb6f88a5
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-2clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8695652173913043,
+    "test_acc": 0.6951871657754011,
+    "train_size": 77,
+    "val_size": 46,
+    "test_size": 187,
+    "stats": {
+        "mean": [
+            [
+                -0.06772925194805193,
+                -0.07967984805194804,
+                -0.14121441038961047,
+                -0.02757299220779231,
+                -0.014883416753246786,
+                -0.1100020467532468
+            ]
+        ],
+        "std": [
+            [
+                1.0828152543652132,
+                1.0199396915025827,
+                0.9339640371725322,
+                0.9916023829290741,
+                1.077978313814909,
+                0.7401101130023645
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 2,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2714,
+    "cert_evals": {
+        "36": 0.49197861552238464,
+        "72": 0.4064171314239502,
+        "108": 0.32085561752319336,
+        "255": 0.010695187374949455
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-3clases/fold_0/result.json b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9fa06a426feef5c041b638095b423fce75f424fd
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_0/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 30,
+    "best_val_acc": 0.7045454545454546,
+    "test_acc": 0.6613756613756614,
+    "train_size": 77,
+    "val_size": 44,
+    "test_size": 189,
+    "stats": {
+        "mean": [
+            [
+                -0.017758871428571372,
+                -0.13893042727272728,
+                -0.08468526142857148,
+                0.08071379740259733,
+                0.06779229129870129,
+                0.08923458311688294
+            ]
+        ],
+        "std": [
+            [
+                1.0953816731705295,
+                0.8966984943146973,
+                0.956938148341136,
+                1.2077590425927807,
+                1.073031602135157,
+                1.464104633953606
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2727,
+    "cert_evals": {
+        "36": 0.48677247762680054,
+        "72": 0.238095223903656,
+        "108": 0.0952380895614624,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-3clases/fold_1/result.json b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b83e1555137fbc752ec10669f45a8273e1aa3b2b
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_1/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.6481481481481481,
+    "test_acc": 0.6424581005586593,
+    "train_size": 77,
+    "val_size": 54,
+    "test_size": 179,
+    "stats": {
+        "mean": [
+            [
+                -0.049201149350649384,
+                -0.06358896883116881,
+                -0.11700971038961039,
+                -0.01579821818181819,
+                -6.0709350649427305e-05,
+                0.0891967623376624
+            ]
+        ],
+        "std": [
+            [
+                1.093043067173537,
+                1.0341900281252163,
+                0.948390256340442,
+                1.1192974642236186,
+                1.0160280673716198,
+                1.4089004707085644
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2727,
+    "cert_evals": {
+        "36": 0.4525139629840851,
+        "72": 0.2178770899772644,
+        "108": 0.08379887789487839,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-3clases/fold_2/result.json b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..e349b0a6ccee74d0b407a11048d9f3805c5c5b02
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_2/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 18,
+    "best_val_acc": 0.7678571428571429,
+    "test_acc": 0.8248587570621468,
+    "train_size": 77,
+    "val_size": 56,
+    "test_size": 177,
+    "stats": {
+        "mean": [
+            [
+                -0.030620783376623464,
+                -0.15526778051948048,
+                -0.0557417341558442,
+                0.0764179809090909,
+                -0.11299565064935047,
+                -0.10344603831168832
+            ]
+        ],
+        "std": [
+            [
+                0.9944305280127423,
+                0.9108287434677631,
+                0.8529822131400763,
+                0.9664086884725089,
+                0.9649650863065573,
+                0.713799883374489
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2727,
+    "cert_evals": {
+        "36": 0.4858756959438324,
+        "72": 0.33898305892944336,
+        "108": 0.1977401077747345,
+        "255": 0.005649717524647713
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/vertebral-column-3clases/fold_3/result.json b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff54ff348b39ee2a116272dc613b3cf1261871ac
--- /dev/null
+++ b/UCI_N6/sdp/runs/vertebral-column-3clases/fold_3/result.json
@@ -0,0 +1,42 @@
+{
+    "best_epoch": 25,
+    "best_val_acc": 0.7735849056603774,
+    "test_acc": 0.7722222222222223,
+    "train_size": 77,
+    "val_size": 53,
+    "test_size": 180,
+    "stats": {
+        "mean": [
+            [
+                0.20264046623376622,
+                0.3261196974025974,
+                0.10299690753246762,
+                0.017040496636363645,
+                -0.09640795220779223,
+                0.03692924155844167
+            ]
+        ],
+        "std": [
+            [
+                1.1066380009229393,
+                1.1415960579871545,
+                1.0733819141948675,
+                1.089301161345955,
+                0.9585561559088557,
+                0.8693443253284101
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 6,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 12,
+    "parameters": 2727,
+    "cert_evals": {
+        "36": 0.5388889312744141,
+        "72": 0.3166666626930237,
+        "108": 0.20000000298023224,
+        "255": 0.02222222276031971
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wall-following/fold_0/result.json b/UCI_N6/sdp/runs/wall-following/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..aab88dd112af5cfb1fc3cdabf5e6a8abd7b6ac91
--- /dev/null
+++ b/UCI_N6/sdp/runs/wall-following/fold_0/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.7975609756097561,
+    "test_acc": 0.7781173594132029,
+    "train_size": 1364,
+    "val_size": 820,
+    "test_size": 3272,
+    "stats": {
+        "mean": [
+            [
+                -0.005686892404692003,
+                0.022638621533284334,
+                0.0029726543621700742,
+                -0.007766223049853293,
+                -0.008952794454545568,
+                0.009051411851906211,
+                0.004111615835777271,
+                0.054535739948680446,
+                0.01721141257331339,
+                -0.00017557098093850144,
+                -0.0030259690689149518,
+                -0.015323145063782956,
+                0.004263515249266924,
+                0.013408757045454725,
+                -0.0019448981744868829,
+                0.0003941872595307252,
+                -0.023833700213343096,
+                -0.0418792441422289,
+                -0.01742122004472146,
+                -0.01653938162023472,
+                0.004910744486803571,
+                0.04303871550586514,
+                -0.015449803416422289,
+                -0.003778200753665663
+            ]
+        ],
+        "std": [
+            [
+                0.9538903586600096,
+                1.0100879107934733,
+                1.0049069273556643,
+                0.9922954720481119,
+                0.9870136651293122,
+                0.990779450218937,
+                0.997732207974109,
+                1.0249084242333972,
+                1.0039227101782235,
+                0.9840871960957936,
+                0.9963448823117925,
+                0.9855998980612843,
+                1.0024509972558129,
+                1.0025416545074122,
+                0.9881545916458445,
+                1.0165283990308178,
+                0.9738216818182036,
+                0.9275548118344852,
+                0.9839704565560611,
+                0.9728388862456517,
+                1.0184938963953918,
+                1.0303474329203226,
+                0.9612235203553664,
+                0.9816909108470405
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 19396,
+    "cert_evals": {
+        "36": 0.7102689743041992,
+        "72": 0.6363080739974976,
+        "108": 0.5531784892082214,
+        "255": 0.23441320657730103
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wall-following/fold_1/result.json b/UCI_N6/sdp/runs/wall-following/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..1789b08d0bd4bd971b35c17f5ddb571c56648e34
--- /dev/null
+++ b/UCI_N6/sdp/runs/wall-following/fold_1/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 75,
+    "best_val_acc": 0.7834793491864831,
+    "test_acc": 0.7880352262374735,
+    "train_size": 1364,
+    "val_size": 799,
+    "test_size": 3293,
+    "stats": {
+        "mean": [
+            [
+                -0.02975309696847506,
+                0.005558309164222893,
+                0.004718745812316816,
+                -0.020307799296187545,
+                -0.007320344633431353,
+                -0.028494500266862125,
+                -0.024019284164222755,
+                0.009570253951612977,
+                0.01097609736070351,
+                -0.00032918113929638346,
+                0.032141068781524784,
+                0.02072696681818175,
+                0.02201199852639303,
+                0.02843859972873922,
+                -0.010288174340176055,
+                -0.0025629487653958533,
+                0.014673984588709695,
+                -0.0024179095725806485,
+                0.011989980659823955,
+                0.014437480175952963,
+                0.010780398057038091,
+                -0.02107569172287382,
+                0.018757813350439904,
+                -0.03195081329985328
+            ]
+        ],
+        "std": [
+            [
+                0.945216136192205,
+                0.9992147601024853,
+                1.0013950133535414,
+                1.0070090886620435,
+                1.0100405651888793,
+                1.0035220275618202,
+                1.0076868559644707,
+                1.0146043586860587,
+                1.0036702207634716,
+                1.0020409725295103,
+                1.0195319569843622,
+                1.018330702441904,
+                1.0188371291097438,
+                1.0099651693219551,
+                0.9929137513000473,
+                0.9893773454929811,
+                1.0312952518146736,
+                0.9850531254011928,
+                0.9991545369015657,
+                1.024970910904686,
+                1.0211398104956508,
+                0.9811793320532708,
+                1.0213393023608297,
+                0.9709259568406406
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 19396,
+    "cert_evals": {
+        "36": 0.7276040315628052,
+        "72": 0.6538110971450806,
+        "108": 0.5733373761177063,
+        "255": 0.2383844554424286
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wall-following/fold_2/result.json b/UCI_N6/sdp/runs/wall-following/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..fe5f4fbc03d6a3b521e1643dfdf7c35c7367e647
--- /dev/null
+++ b/UCI_N6/sdp/runs/wall-following/fold_2/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.7954815695600476,
+    "test_acc": 0.7751461088895725,
+    "train_size": 1364,
+    "val_size": 841,
+    "test_size": 3251,
+    "stats": {
+        "mean": [
+            [
+                0.01872266574486808,
+                0.006327694957038103,
+                -0.07104427478152507,
+                -0.011521076319648046,
+                -0.004222936934017776,
+                -0.012975204868035104,
+                -0.01602920872434,
+                0.018177438951613122,
+                0.001741687587976442,
+                0.026653914322580085,
+                0.006544868966275523,
+                -0.0006487189816715815,
+                -0.006107012813782889,
+                -0.017521736390762342,
+                -0.02309750486070397,
+                0.015360951164222853,
+                -0.05447749436730212,
+                0.011644383885630553,
+                -0.005685932580645217,
+                0.033520921312316744,
+                0.015700824787390003,
+                0.00464063532258066,
+                -0.007768450139296197,
+                -0.01706286590102635
+            ]
+        ],
+        "std": [
+            [
+                1.0075883148093572,
+                0.9956149685197124,
+                0.9336114810272496,
+                1.0053964412297443,
+                1.0037906536892414,
+                0.9889864422444196,
+                0.993232391245941,
+                1.0033346943820691,
+                1.0019335251023536,
+                1.015228028452373,
+                1.0184871692443849,
+                0.9950347742751352,
+                1.001225456339628,
+                0.9911991075823401,
+                0.9891922963313015,
+                1.020897686359133,
+                0.9021478154164623,
+                1.027059313060404,
+                0.9920589942567254,
+                1.037458331459377,
+                1.0154700216289818,
+                1.0017979731537894,
+                0.9794245346392066,
+                0.9721130758506005
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 19396,
+    "cert_evals": {
+        "36": 0.7176253199577332,
+        "72": 0.6462627053260803,
+        "108": 0.5567517876625061,
+        "255": 0.22762227058410645
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wall-following/fold_3/result.json b/UCI_N6/sdp/runs/wall-following/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..d263d37591cece53a14a53eb9e15b16811104ee5
--- /dev/null
+++ b/UCI_N6/sdp/runs/wall-following/fold_3/result.json
@@ -0,0 +1,78 @@
+{
+    "best_epoch": 76,
+    "best_val_acc": 0.7815533980582524,
+    "test_acc": 0.7714198286413708,
+    "train_size": 1364,
+    "val_size": 824,
+    "test_size": 3268,
+    "stats": {
+        "mean": [
+            [
+                0.02031997529545452,
+                -0.033795195992888556,
+                -0.02352743731011721,
+                0.01124182900293254,
+                -0.01151259605278599,
+                -0.015031226107038104,
+                0.03267076282991228,
+                0.0279429813196483,
+                -0.007205795674486686,
+                -0.0060127819017595785,
+                0.01344909527859221,
+                0.01992942824853357,
+                -0.01951502722360692,
+                -0.029693211412756465,
+                -0.009494099098240562,
+                -0.01795489370381231,
+                0.010101200832844593,
+                -0.0059742676495601315,
+                -0.017900947921847564,
+                -0.021026184816715806,
+                0.016916847096700823,
+                -0.0052597014662755836,
+                0.032237512456011766,
+                0.007093840727272726
+            ]
+        ],
+        "std": [
+            [
+                1.0112945026202158,
+                0.970221558754097,
+                0.9823204142944053,
+                1.0136980604051529,
+                0.982757495735732,
+                0.9808366104043786,
+                1.001324458975229,
+                1.0152847209982614,
+                0.9908830298302452,
+                0.9932341203049162,
+                1.0097191496904292,
+                1.0252804409457419,
+                0.9852042484069533,
+                0.992545202932286,
+                0.9901306066571973,
+                0.9793681779580009,
+                0.9956413121371739,
+                0.9901468286266072,
+                0.9701309779282022,
+                0.9725832802282708,
+                1.0307338552882614,
+                0.991132554001173,
+                1.0343162251093825,
+                0.9974059438112418
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 24,
+    "out_features": 4,
+    "depth": 6,
+    "padding": 48,
+    "parameters": 19396,
+    "cert_evals": {
+        "36": 0.7053243517875671,
+        "72": 0.6272950172424316,
+        "108": 0.5406976938247681,
+        "255": 0.2298041582107544
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform-noise/fold_0/result.json b/UCI_N6/sdp/runs/waveform-noise/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09bca5109b1b835c53667ba57f3ae7d01a39d8ab
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform-noise/fold_0/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 7,
+    "best_val_acc": 0.8702983138780804,
+    "test_acc": 0.8543135280295401,
+    "train_size": 1250,
+    "val_size": 771,
+    "test_size": 2979,
+    "stats": {
+        "mean": [
+            [
+                0.04109552382399996,
+                -0.007068212280000003,
+                0.014182510261599956,
+                0.0026211762400000084,
+                0.014018176879999957,
+                0.02370059650560003,
+                0.004374500936000023,
+                -0.0038294597343999904,
+                -0.014804110096000014,
+                0.00045386584799994817,
+                -0.010192400336000008,
+                -0.01903542342399992,
+                -0.010784385815999982,
+                -0.005200951027200047,
+                -0.002328150511999989,
+                0.014533825215999989,
+                0.007865440576000029,
+                -0.025042890535999954,
+                -0.005855280768000005,
+                0.010768292656000005,
+                -0.029557043135999994,
+                0.02497473343199999,
+                0.0059397922879999695,
+                0.02985397081600005,
+                0.034868211864000014,
+                -0.03436343556000003,
+                0.022563571339200006,
+                0.013530936152000026,
+                0.006182852718399999,
+                0.02533174106799999,
+                -0.023453127760000032,
+                -0.012310209543200052,
+                0.023519454263999984,
+                -0.010153050279999989,
+                0.015502481212800007,
+                0.010150338703999973,
+                0.0053944454240000125,
+                -0.0034366949536000007,
+                -0.005722000272000003,
+                0.007498833936000044
+            ]
+        ],
+        "std": [
+            [
+                1.0036717936871953,
+                1.0115164152393803,
+                1.0267935868392655,
+                1.0141719003383043,
+                1.0034317001981041,
+                0.9959239723426369,
+                0.9939861987845015,
+                1.0288633031133263,
+                1.0043429776096469,
+                0.9779096908533591,
+                1.0249129338514036,
+                1.0084484801657798,
+                1.0020500717103944,
+                1.026928437823279,
+                1.009036128138247,
+                1.0055555854598206,
+                0.9775356004635903,
+                1.0198250392925892,
+                0.9777825735121067,
+                0.9997432850888442,
+                1.0057789366361842,
+                1.0008832746108618,
+                0.9887462327692325,
+                0.9949832502604571,
+                0.9939865250881332,
+                0.9973380026834073,
+                0.977390812504474,
+                0.998438673003916,
+                0.9765375704247188,
+                1.0137678154638436,
+                0.9930247910455883,
+                1.0298745659129236,
+                0.9839097409542001,
+                0.991922743066992,
+                1.0070087822831295,
+                0.9876272290873123,
+                1.0098641388551413,
+                1.0215112956805443,
+                1.0133094868761658,
+                0.98802284916221
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 63219,
+    "cert_evals": {
+        "36": 0.7945619225502014,
+        "72": 0.7294394373893738,
+        "108": 0.6619670987129211,
+        "255": 0.3188989460468292
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform-noise/fold_1/result.json b/UCI_N6/sdp/runs/waveform-noise/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d34237044bca7044a9157d4efc2546a5f386f53
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform-noise/fold_1/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 14,
+    "best_val_acc": 0.8722294654498044,
+    "test_acc": 0.8592021454911163,
+    "train_size": 1250,
+    "val_size": 767,
+    "test_size": 2983,
+    "stats": {
+        "mean": [
+            [
+                0.044322997631999955,
+                0.029345537880000067,
+                -0.011366358759840026,
+                -0.0005867047360000063,
+                -0.006665745688000015,
+                -0.006024195060800007,
+                -0.013584043487999992,
+                -0.024554553948799986,
+                0.01623729534400002,
+                -0.007884222439999988,
+                0.0019230570479999735,
+                -0.02265010408799999,
+                0.007417331240000002,
+                -0.002911046979200009,
+                0.020059001183999964,
+                0.01574975624800002,
+                0.02813207348000001,
+                0.004678202063999986,
+                0.028763643272000018,
+                0.018513851640000002,
+                0.0358815304,
+                0.028113823255999978,
+                -0.00718522141599999,
+                -0.006245005135999949,
+                0.011452240719999996,
+                -0.039296166616000015,
+                0.013289260721600025,
+                -0.003815815991999974,
+                -0.001233308884800033,
+                0.0033645557719999956,
+                0.02454588116,
+                0.010769942833599997,
+                0.008991375496000034,
+                -0.012577069439999996,
+                0.051492131759200026,
+                0.009570444000000011,
+                0.022488379120000006,
+                -0.00477033891360003,
+                -0.009759721552000007,
+                0.0046987019359999846
+            ]
+        ],
+        "std": [
+            [
+                0.9680395488640641,
+                0.9731934131975439,
+                1.0256129853497884,
+                1.0016500605542749,
+                0.9832741110357304,
+                1.0155722609031699,
+                1.0177266822426836,
+                1.0012352994664209,
+                1.0017870547556,
+                0.9825996623950224,
+                1.0116415424885532,
+                1.0008713618877405,
+                1.004966285943376,
+                0.991554206326663,
+                1.0098780435455994,
+                1.0036202953348388,
+                0.9885930770833588,
+                1.000767817574134,
+                0.9955550387843519,
+                1.0082268705074462,
+                0.9951019252067327,
+                0.9944184018582543,
+                1.0206633343240308,
+                1.0149218534426545,
+                0.9851575763005246,
+                0.9922537027672286,
+                1.0164765099719621,
+                1.0106305279893444,
+                1.006251693120508,
+                0.9864167800458236,
+                1.0043559273464866,
+                0.9969845117753792,
+                0.99621846666241,
+                1.0281731534980536,
+                0.9986967919798584,
+                0.9696604033255324,
+                0.9966142799032668,
+                0.9849892430729312,
+                1.0057643181118128,
+                1.0029305279401282
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 63219,
+    "cert_evals": {
+        "36": 0.8139457106590271,
+        "72": 0.7556151747703552,
+        "108": 0.6842105388641357,
+        "255": 0.3419376611709595
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform-noise/fold_2/result.json b/UCI_N6/sdp/runs/waveform-noise/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..686a2ee228494e6dab4d0111989086e343fac576
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform-noise/fold_2/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 41,
+    "best_val_acc": 0.8628808864265928,
+    "test_acc": 0.857661822985469,
+    "train_size": 1250,
+    "val_size": 722,
+    "test_size": 3028,
+    "stats": {
+        "mean": [
+            [
+                0.014308189376000027,
+                0.028783297960000027,
+                0.03795345253087996,
+                0.013117279295999998,
+                0.032089058063999955,
+                0.012632187806400005,
+                0.018484099464000054,
+                0.009576141620799988,
+                0.036987581783999995,
+                -0.006325697687999988,
+                -0.02381616588800001,
+                -0.008374505503999985,
+                -0.04596340019200004,
+                -0.03257486172959995,
+                -0.021728262640000023,
+                -0.019410886679999996,
+                -0.04224714851999999,
+                -0.02175625772000002,
+                -0.0017738945599999954,
+                0.006572127119999979,
+                0.015226716143999997,
+                -0.002422181303999986,
+                -0.025979705407999994,
+                0.022093594352000027,
+                0.03834592470399997,
+                -0.009863329287999975,
+                0.020212545147199973,
+                0.0037560529200000177,
+                0.03646794663519996,
+                -0.018870360144,
+                -0.011957785879999988,
+                0.016431144787999986,
+                0.014396109119999995,
+                0.008498349159999984,
+                0.012689327942400006,
+                -0.00249464457599998,
+                -0.022068862224000004,
+                -0.0005122236512000032,
+                0.008362260016000047,
+                -0.02581517636800003
+            ]
+        ],
+        "std": [
+            [
+                1.0188927880817935,
+                0.9988893028885985,
+                1.0203039986619837,
+                1.0176161206264251,
+                1.0298233594756412,
+                1.032613885870231,
+                1.0145448604818694,
+                1.0020618139895976,
+                0.9933894833504273,
+                0.9801525816452665,
+                0.9828864827428538,
+                1.0084878782151452,
+                1.0036037092630097,
+                0.9753885414870564,
+                1.015306973575768,
+                0.9941278153766206,
+                0.9825139145564932,
+                0.9962329520442799,
+                0.9688294278798073,
+                0.98310050706914,
+                0.9843726349902746,
+                0.9830497457267643,
+                1.019877833578896,
+                1.0231451225251817,
+                0.9901755816567956,
+                0.9958326894928737,
+                1.032928859241582,
+                0.9924515511719896,
+                0.9749189762682579,
+                1.0285239667561281,
+                1.002192158381019,
+                0.9935329644391413,
+                1.0052344609016668,
+                1.0064075388331128,
+                1.0160814777549847,
+                0.9845645364365565,
+                0.9925488055513885,
+                1.0072044814714247,
+                1.0303878632271122,
+                0.9885231209627763
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 63219,
+    "cert_evals": {
+        "36": 0.8081241846084595,
+        "72": 0.7453765273094177,
+        "108": 0.6717305183410645,
+        "255": 0.36360636353492737
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform-noise/fold_3/result.json b/UCI_N6/sdp/runs/waveform-noise/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..016e914e8386df2b0162bbf41f140d070dd88821
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform-noise/fold_3/result.json
@@ -0,0 +1,110 @@
+{
+    "best_epoch": 33,
+    "best_val_acc": 0.8688741721854305,
+    "test_acc": 0.8584307178631052,
+    "train_size": 1250,
+    "val_size": 755,
+    "test_size": 2995,
+    "stats": {
+        "mean": [
+            [
+                -0.036278040016000025,
+                0.00810417363999999,
+                0.0013843179736000206,
+                -0.0018023679760000122,
+                -0.005956154304000002,
+                0.025961240582400028,
+                0.010167898040000027,
+                0.01906255140800001,
+                -0.02535409856000002,
+                0.013357130255999999,
+                -0.007777053167999971,
+                0.007395055352000006,
+                -0.009246732704000024,
+                0.000417141663999981,
+                -0.012846879495999965,
+                -0.011422848472000015,
+                -0.02694291900799997,
+                -0.010714078007999981,
+                -0.017699573224000033,
+                0.006549602159999982,
+                0.02394824680000007,
+                -0.027398905735999915,
+                -0.006791929848000011,
+                0.016008580479999996,
+                0.04892266430400006,
+                0.035720964879999914,
+                0.03039491798320002,
+                0.0066352822719999895,
+                -0.02569047550079999,
+                0.01171173369999999,
+                0.022736661080000005,
+                -0.02455200705200002,
+                0.03534526224799999,
+                0.039964129560000006,
+                0.04194475229440003,
+                0.012341044367999982,
+                0.04449289257600006,
+                0.05609793443199992,
+                0.037631368336000094,
+                -0.0013801063520000427
+            ]
+        ],
+        "std": [
+            [
+                0.9967186390712067,
+                1.0046232169850224,
+                0.9740084152266493,
+                0.9826095647211786,
+                0.9807015091355339,
+                0.9903924974929869,
+                0.9994986310830332,
+                0.999954070658992,
+                1.0016268406564945,
+                1.0082593311694388,
+                1.0031753015138711,
+                1.0033236672468044,
+                0.987229114309021,
+                1.0132234933998234,
+                0.9873167353551544,
+                0.983479654201213,
+                1.011117373386074,
+                1.0372041491820654,
+                0.9890339764711912,
+                0.9663488793448463,
+                1.0078666660648328,
+                0.9894244150573558,
+                1.0015699231644122,
+                1.0021673571075749,
+                0.98850640710336,
+                1.0232697675089457,
+                1.0136787449302005,
+                1.0052546165431762,
+                0.9928535231583258,
+                0.9947831559397796,
+                0.9947379135130683,
+                0.968921467398204,
+                1.0158922450868932,
+                0.9723954832645065,
+                0.9861131949259808,
+                1.0009190287109688,
+                0.9931377428957798,
+                1.0140326666524644,
+                0.9958387641879904,
+                0.9761305424003285
+            ]
+        ]
+    },
+    "width": 128,
+    "in_features": 40,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 80,
+    "parameters": 63219,
+    "cert_evals": {
+        "36": 0.8046744465827942,
+        "72": 0.7485809922218323,
+        "108": 0.6787980198860168,
+        "255": 0.37061771750450134
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform/fold_0/result.json b/UCI_N6/sdp/runs/waveform/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..db4bf72c08c75b2d9aea4ce5b1611956baceca76
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform/fold_0/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.8891820580474934,
+    "test_acc": 0.8566176470588235,
+    "train_size": 1250,
+    "val_size": 758,
+    "test_size": 2992,
+    "stats": {
+        "mean": [
+            [
+                0.020179633495999987,
+                0.011963990736,
+                -0.033601846864,
+                -0.041786463160000016,
+                -0.03154164217599994,
+                -0.040098393640000014,
+                -0.043940430239999995,
+                -0.03151536300719995,
+                -0.036418570040000015,
+                0.043107926798400066,
+                0.03738288511999999,
+                -0.0024740305919999984,
+                0.03243670563199995,
+                0.011112976024000014,
+                0.03951120671200011,
+                0.0219850811552,
+                0.028168458383999943,
+                0.06235075759679998,
+                0.020069774392,
+                0.007039422583999985,
+                -0.02925996517600002
+            ]
+        ],
+        "std": [
+            [
+                0.9901799387654557,
+                1.0306402386317552,
+                0.9708771794256926,
+                0.9608246419787663,
+                1.0044852476869415,
+                0.9877134023221446,
+                0.9749943080882616,
+                1.0123255354438774,
+                0.986958011185208,
+                1.0005937342506195,
+                0.9789827068743525,
+                1.0033150982759136,
+                0.9538985981244916,
+                1.006689675325801,
+                0.9956488213117433,
+                1.001823072865656,
+                0.9921420818481883,
+                0.9865005595269615,
+                1.0350777753049674,
+                1.0160784990711804,
+                0.9870983405424562
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.8068181872367859,
+        "72": 0.7573529481887817,
+        "108": 0.6971925497055054,
+        "255": 0.384358286857605
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform/fold_1/result.json b/UCI_N6/sdp/runs/waveform/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f5d962e1d061691cf486d1659a2e32317edf0df
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform/fold_1/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 40,
+    "best_val_acc": 0.8828337874659401,
+    "test_acc": 0.8690318302387268,
+    "train_size": 1250,
+    "val_size": 734,
+    "test_size": 3016,
+    "stats": {
+        "mean": [
+            [
+                0.010216515320000044,
+                -0.04063758078400007,
+                0.025120129951999963,
+                -0.025077058975999964,
+                0.003169892232000061,
+                -0.01685490820000002,
+                -0.011714589596800004,
+                -0.03299081049600003,
+                -0.01699664363999998,
+                -0.018953863726399994,
+                -0.010869116344000016,
+                0.041914844448000185,
+                -0.01596277459040001,
+                0.012558276106399974,
+                0.026120965832000048,
+                0.03314989547359999,
+                0.03347167229600001,
+                0.023257175787200043,
+                0.017851450192000014,
+                -0.004257698511999955,
+                -0.04945521833600015
+            ]
+        ],
+        "std": [
+            [
+                1.0013552490719653,
+                0.9855864106795154,
+                0.9729457372221003,
+                0.9924096158327768,
+                1.0128588967374343,
+                1.0016694374565032,
+                1.0094886119500357,
+                1.0100863354319733,
+                1.0019192663797813,
+                0.9946338222875807,
+                0.999064791075417,
+                1.0101141099838185,
+                0.9759008425547311,
+                1.0113866649689796,
+                1.0124143691513183,
+                1.0133948233035053,
+                1.0110196515539809,
+                1.0206255456252598,
+                1.0155072750087655,
+                0.9949826852691384,
+                0.9838169172120375
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.8212864398956299,
+        "72": 0.7692307829856873,
+        "108": 0.7068965435028076,
+        "255": 0.41379308700561523
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform/fold_2/result.json b/UCI_N6/sdp/runs/waveform/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7bf73c38cd363f1ac80915cef2b8013d83e9104b
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform/fold_2/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.8756684491978609,
+    "test_acc": 0.8737508327781479,
+    "train_size": 1250,
+    "val_size": 748,
+    "test_size": 3002,
+    "stats": {
+        "mean": [
+            [
+                0.007048574136000094,
+                -0.015209897391999988,
+                0.011429607696000007,
+                -0.03273079147199999,
+                -0.023185516656000008,
+                0.003389837535999984,
+                0.0013940158719999971,
+                -0.00547288197039998,
+                0.006071109367999992,
+                0.005879158908799994,
+                0.032166854647999996,
+                0.005692848927999994,
+                0.022531058751999993,
+                0.009790249777599982,
+                0.0040757011359999935,
+                0.030061611308799984,
+                0.029284791384000003,
+                0.02420849601600001,
+                0.014083066104000005,
+                0.02953013189600018,
+                -0.004491209880000014
+            ]
+        ],
+        "std": [
+            [
+                0.9996125618988059,
+                0.9720078266135495,
+                1.0135851933941078,
+                1.0319065276512462,
+                0.9931170056559575,
+                0.9993639751369633,
+                0.9853632660237902,
+                0.9995807541677071,
+                1.0238743231650074,
+                0.9969840482557133,
+                0.9979292933830571,
+                1.0142743499688514,
+                1.001427080201001,
+                0.9998997970203162,
+                1.0142762186668912,
+                1.0117340691797234,
+                1.0099181268245983,
+                1.0006047030346061,
+                0.9985746890321932,
+                1.0069732844455408,
+                1.0040803599543435
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.8217855095863342,
+        "72": 0.7581612467765808,
+        "108": 0.6852098703384399,
+        "255": 0.3710859417915344
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/waveform/fold_3/result.json b/UCI_N6/sdp/runs/waveform/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..58a3191a86a41c259f281543a497a755d695485b
--- /dev/null
+++ b/UCI_N6/sdp/runs/waveform/fold_3/result.json
@@ -0,0 +1,72 @@
+{
+    "best_epoch": 12,
+    "best_val_acc": 0.8686730506155951,
+    "test_acc": 0.8668433256045048,
+    "train_size": 1250,
+    "val_size": 731,
+    "test_size": 3019,
+    "stats": {
+        "mean": [
+            [
+                -0.009131498528000003,
+                -0.0039044835359999803,
+                0.07005067444800003,
+                -0.010843439071999996,
+                0.006077575768000002,
+                -0.013402124615999992,
+                -0.0034755865247999887,
+                0.0036035160240000075,
+                -0.0006721240640000021,
+                -0.006537375988799971,
+                -0.015753593288000012,
+                0.013293681728000002,
+                -0.011138352720000024,
+                -0.025798392399999908,
+                0.0029978399759999904,
+                0.017920257033599982,
+                -0.008153607000000004,
+                0.01568651420000006,
+                -0.051382837735999956,
+                0.005123328096000027,
+                0.025813726736000034
+            ]
+        ],
+        "std": [
+            [
+                1.0018392101812919,
+                1.0020859314875776,
+                1.0033561958769905,
+                0.9975363296716959,
+                0.9849899598871443,
+                0.9756730653513883,
+                0.993760630561838,
+                0.9861757179284345,
+                1.0000258312156731,
+                1.0000825386418444,
+                0.99177201535984,
+                1.0234277089306048,
+                1.0159176275153121,
+                0.9839459155591159,
+                0.9943404985027471,
+                1.0116349239455822,
+                1.0052044277000671,
+                0.9841510621883656,
+                1.0190638151002673,
+                0.9952041186962591,
+                1.0328002659610966
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 21,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 42,
+    "parameters": 17025,
+    "cert_evals": {
+        "36": 0.8138456344604492,
+        "72": 0.7562106251716614,
+        "108": 0.6849949955940247,
+        "255": 0.37628352642059326
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-red/fold_0/result.json b/UCI_N6/sdp/runs/wine-quality-red/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5f030c12c2dcedf3c06c8f54035340d41e11f578
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-red/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 39,
+    "best_val_acc": 0.37448559670781895,
+    "test_acc": 0.36297071129707115,
+    "train_size": 400,
+    "val_size": 243,
+    "test_size": 956,
+    "stats": {
+        "mean": [
+            [
+                -0.02693017225000001,
+                -0.010865180249999969,
+                0.01090508905000014,
+                0.028862860500000035,
+                -0.005716316749999986,
+                -0.0022627200000000882,
+                -0.008672537749999942,
+                0.0023822675999998814,
+                0.03910194012499996,
+                -0.003237799000000088,
+                -0.015897374500000026
+            ]
+        ],
+        "std": [
+            [
+                0.9743049425383958,
+                1.0208202037213217,
+                1.0045213439257272,
+                1.0312615683961275,
+                0.9360785088397681,
+                1.0135085097778138,
+                1.054760065228032,
+                0.9991490231742983,
+                0.9910168624962105,
+                0.9560724374897602,
+                1.0224479021869215
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4746,
+    "cert_evals": {
+        "36": 0.24790793657302856,
+        "72": 0.15899580717086792,
+        "108": 0.09728033095598221,
+        "255": 0.012552300468087196
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-red/fold_1/result.json b/UCI_N6/sdp/runs/wine-quality-red/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..5cf70796088220754569181ef64768f1f85aa025
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-red/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 77,
+    "best_val_acc": 0.3008474576271186,
+    "test_acc": 0.3582554517133956,
+    "train_size": 400,
+    "val_size": 236,
+    "test_size": 963,
+    "stats": {
+        "mean": [
+            [
+                0.013418094749999616,
+                -0.03892854174999997,
+                0.03785578170000011,
+                0.030990686500000093,
+                0.03390959879999997,
+                -0.02747751350000006,
+                0.024918823500000065,
+                -0.0024924809250000362,
+                -0.023241676749999992,
+                0.00015447274999999162,
+                0.017258733749999842
+            ]
+        ],
+        "std": [
+            [
+                1.0484699134032194,
+                0.9803949233513032,
+                1.0076892023564636,
+                1.0290250752162338,
+                1.1997081630921285,
+                0.9489970021589998,
+                1.0263878594773712,
+                1.03076931004531,
+                0.9684548723090626,
+                0.9627052256819137,
+                0.9972530011672733
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4746,
+    "cert_evals": {
+        "36": 0.26998963952064514,
+        "72": 0.18899273872375488,
+        "108": 0.12564902007579803,
+        "255": 0.025960540398955345
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-red/fold_2/result.json b/UCI_N6/sdp/runs/wine-quality-red/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..be1b885421416321847d3397b2db7f3eb38c8dce
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-red/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 45,
+    "best_val_acc": 0.47280334728033474,
+    "test_acc": 0.3958333333333333,
+    "train_size": 400,
+    "val_size": 239,
+    "test_size": 960,
+    "stats": {
+        "mean": [
+            [
+                -0.0013715520000001779,
+                -0.035088978500000055,
+                0.06416455662500034,
+                -0.006156608600000014,
+                0.0926046769,
+                -0.01361536200000002,
+                -0.007988503499999982,
+                0.019787725674999798,
+                -0.030528630750000167,
+                0.09543056175000009,
+                -0.01609288975000005
+            ]
+        ],
+        "std": [
+            [
+                0.9829420987934913,
+                0.9707586864617593,
+                1.0018786547407759,
+                0.964170646447104,
+                1.218209093004271,
+                0.993770255551407,
+                0.9825900214132555,
+                0.9579306637091782,
+                1.0278450401756267,
+                1.103602348070479,
+                1.019972708382203
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4746,
+    "cert_evals": {
+        "36": 0.2760416865348816,
+        "72": 0.18437500298023224,
+        "108": 0.13437500596046448,
+        "255": 0.01145833358168602
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-red/fold_3/result.json b/UCI_N6/sdp/runs/wine-quality-red/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..bcf93783733dcdee0e75b5cd7225f3c1211c14b3
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-red/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 70,
+    "best_val_acc": 0.45,
+    "test_acc": 0.4504692387904067,
+    "train_size": 400,
+    "val_size": 240,
+    "test_size": 959,
+    "stats": {
+        "mean": [
+            [
+                -0.024919883000000052,
+                0.11828172599999993,
+                -0.10639385059999999,
+                0.09154341099999996,
+                -0.0404553217,
+                0.02593951999999995,
+                -0.03595611450000001,
+                0.029616401199999934,
+                0.04752242037499988,
+                -0.06532982275000002,
+                -0.002994586000000021
+            ]
+        ],
+        "std": [
+            [
+                1.0557689652662066,
+                1.036986432681799,
+                0.9776537301766356,
+                1.148436386560584,
+                0.6942596510748834,
+                1.0910930117650621,
+                0.9332303748474275,
+                0.9830858412290316,
+                0.9796850899079309,
+                0.8673250562614796,
+                1.0016840683328132
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 6,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4746,
+    "cert_evals": {
+        "36": 0.29927006363868713,
+        "72": 0.1981230527162552,
+        "108": 0.11470281332731247,
+        "255": 0.007299270015209913
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-white/fold_0/result.json b/UCI_N6/sdp/runs/wine-quality-white/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..cd428b9ae02d0fd127290aae1868647bf37d9014
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-white/fold_0/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 52,
+    "best_val_acc": 0.36462585034013606,
+    "test_acc": 0.371554950663491,
+    "train_size": 1224,
+    "val_size": 735,
+    "test_size": 2939,
+    "stats": {
+        "mean": [
+            [
+                -0.0032048589052286994,
+                -0.028953991503268075,
+                -0.009521662091503368,
+                -0.033446381021241915,
+                -0.021216290767973777,
+                0.0013643637254901876,
+                -0.019732506176470634,
+                -0.0385083221609477,
+                -0.012002372222222163,
+                -0.05735950201797371,
+                0.02225335972222248
+            ]
+        ],
+        "std": [
+            [
+                1.023683347421332,
+                0.9447226597106944,
+                0.9620105291208404,
+                0.9658980402573037,
+                0.9263448142152314,
+                0.9948440839445967,
+                0.9740337269720393,
+                0.9614465411758055,
+                1.0172641404349574,
+                0.9821399823923815,
+                0.9957833992600652
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4769,
+    "cert_evals": {
+        "36": 0.22354541718959808,
+        "72": 0.11058183014392853,
+        "108": 0.052058521658182144,
+        "255": 0.0051037766970694065
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-white/fold_1/result.json b/UCI_N6/sdp/runs/wine-quality-white/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..882efa55c0c0cd3bf23d00e3cc6d8852fa87551b
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-white/fold_1/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 78,
+    "best_val_acc": 0.37786774628879893,
+    "test_acc": 0.35083532219570407,
+    "train_size": 1224,
+    "val_size": 741,
+    "test_size": 2933,
+    "stats": {
+        "mean": [
+            [
+                -0.017049376225490367,
+                0.014491614133986936,
+                0.008908331290849619,
+                0.010737108415032604,
+                0.04067164330065363,
+                0.0329015589869281,
+                -0.002488432352941375,
+                0.006007091343954325,
+                -0.021524885539215638,
+                0.0011987277042483457,
+                -0.014868995751633802
+            ]
+        ],
+        "std": [
+            [
+                1.0062718660617844,
+                0.9894618025720731,
+                1.0916182332376316,
+                0.9825566386411965,
+                1.1470818763060382,
+                1.0937605281552916,
+                0.9895690762781538,
+                0.9664685559760209,
+                0.9624746400083976,
+                0.9868208733792134,
+                0.99380448190184
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4769,
+    "cert_evals": {
+        "36": 0.23116262257099152,
+        "72": 0.14933514595031738,
+        "108": 0.09410160034894943,
+        "255": 0.009546538814902306
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-white/fold_2/result.json b/UCI_N6/sdp/runs/wine-quality-white/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3898a488156d92bc8873031bc7acfe33af487d9c
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-white/fold_2/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 35,
+    "best_val_acc": 0.36551724137931035,
+    "test_acc": 0.34452356731095285,
+    "train_size": 1224,
+    "val_size": 725,
+    "test_size": 2949,
+    "stats": {
+        "mean": [
+            [
+                -0.008771757843137384,
+                -0.004596860539215801,
+                0.008705725245097917,
+                -0.034847791446078476,
+                -0.030826640032679757,
+                -0.01616954820261436,
+                -0.03943745302287589,
+                -0.040444966319444435,
+                0.02927997336601328,
+                0.006854076119281012,
+                0.030744455310457264
+            ]
+        ],
+        "std": [
+            [
+                1.0204079506641692,
+                1.0029139391565418,
+                1.0078310341851806,
+                0.9854918621954571,
+                0.9449468354581222,
+                0.957020515296538,
+                0.954249288652687,
+                0.976569994872353,
+                0.9899815735473346,
+                1.008692992013154,
+                0.9893537338950328
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4769,
+    "cert_evals": {
+        "36": 0.24042049050331116,
+        "72": 0.16174975037574768,
+        "108": 0.10003391653299332,
+        "255": 0.008138352073729038
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine-quality-white/fold_3/result.json b/UCI_N6/sdp/runs/wine-quality-white/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..da05b3955047d0a7fadffc6729ad5cfafc740a29
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine-quality-white/fold_3/result.json
@@ -0,0 +1,52 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.35825105782792666,
+    "test_acc": 0.3463743676222597,
+    "train_size": 1224,
+    "val_size": 709,
+    "test_size": 2965,
+    "stats": {
+        "mean": [
+            [
+                -0.022035407434640455,
+                0.006143019934640497,
+                -0.030651977777777773,
+                0.024485125988562038,
+                -0.018449098774509846,
+                -0.0018301268790849984,
+                0.008402089934640587,
+                0.008618634501633892,
+                -0.035267637908496643,
+                0.02360550346405227,
+                -0.013176123529411856
+            ]
+        ],
+        "std": [
+            [
+                1.0070335678428375,
+                0.9660388185917548,
+                0.9095987830657093,
+                0.9927445013639002,
+                0.8945149881344938,
+                0.9537849826536657,
+                1.0086544512672544,
+                0.9850628871532389,
+                0.9772491357585545,
+                0.995730526664069,
+                1.0046258178743335
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 11,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 22,
+    "parameters": 4769,
+    "cert_evals": {
+        "36": 0.23372681438922882,
+        "72": 0.1517706662416458,
+        "108": 0.08701518177986145,
+        "255": 0.007082630880177021
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine/fold_0/result.json b/UCI_N6/sdp/runs/wine/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..3c29a37521930f6f21adba4965181ab85da34fde
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine/fold_0/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 54,
+    "best_val_acc": 0.9117647058823529,
+    "test_acc": 0.89,
+    "train_size": 44,
+    "val_size": 34,
+    "test_size": 100,
+    "stats": {
+        "mean": [
+            [
+                -0.0032810681818182252,
+                -0.005479031818181848,
+                -0.08091575454545454,
+                0.05187518272727261,
+                -0.06624296590909094,
+                -0.007079050000000028,
+                -0.06275028018181807,
+                -0.08246524999999992,
+                0.05402081363636373,
+                0.0044511772727273136,
+                -0.04690897272727282,
+                0.09077693181818178,
+                -0.0044964045454545494
+            ]
+        ],
+        "std": [
+            [
+                0.9486079560461609,
+                0.9748783430969256,
+                0.9254167517337237,
+                0.9617928120291063,
+                0.8801585454960099,
+                0.9897338243089531,
+                0.9271822071946669,
+                0.9702762446771567,
+                0.9107960044629595,
+                1.0952735150882602,
+                0.9243353232179793,
+                0.9887201896638538,
+                0.9269494258065332
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10833,
+    "cert_evals": {
+        "36": 0.8700000047683716,
+        "72": 0.8299999833106995,
+        "108": 0.75,
+        "255": 0.23999999463558197
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine/fold_1/result.json b/UCI_N6/sdp/runs/wine/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0d9c185063476ef42da81f6c202594c577ebb1c
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine/fold_1/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 26,
+    "best_val_acc": 0.9629629629629629,
+    "test_acc": 0.9252336448598131,
+    "train_size": 44,
+    "val_size": 27,
+    "test_size": 107,
+    "stats": {
+        "mean": [
+            [
+                0.06530710454545458,
+                0.007947954545454524,
+                -0.18861000681818177,
+                -0.06994299681818188,
+                -0.08852099545454545,
+                0.06554911590909095,
+                0.0228023237272727,
+                -0.08063868636363627,
+                0.11120031590909094,
+                0.1451315113636364,
+                0.07976722954545465,
+                0.05492483636363638,
+                -0.04130375068181816
+            ]
+        ],
+        "std": [
+            [
+                1.1054246265200351,
+                1.022075699615381,
+                1.0101337670617143,
+                0.9836114927228263,
+                1.0039715573451675,
+                1.0160855472349155,
+                1.00168059755674,
+                0.942713932749028,
+                1.1841316940042428,
+                1.0673173131706486,
+                1.0204335593229852,
+                0.9474429014625287,
+                0.9790698019551516
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10833,
+    "cert_evals": {
+        "36": 0.8504672646522522,
+        "72": 0.7757009267807007,
+        "108": 0.6822429895401001,
+        "255": 0.2710280418395996
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine/fold_2/result.json b/UCI_N6/sdp/runs/wine/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..09d13e31b65454983521bb4c3f0f662d8baa0fb1
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine/fold_2/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 31,
+    "best_val_acc": 0.9655172413793104,
+    "test_acc": 0.9333333333333333,
+    "train_size": 44,
+    "val_size": 29,
+    "test_size": 105,
+    "stats": {
+        "mean": [
+            [
+                -0.0016014659090909378,
+                -0.2809373181818182,
+                -0.0013865818181818283,
+                -0.011415792727272868,
+                -0.005774513636363688,
+                0.0034522068181817842,
+                -0.09596993699999999,
+                0.061802877272727264,
+                -0.18700712727272728,
+                0.003569234090909025,
+                0.14042048863636367,
+                -0.033103909090909094,
+                -0.06411021136363641
+            ]
+        ],
+        "std": [
+            [
+                0.9298272868804931,
+                0.8250056451408178,
+                1.08551443258742,
+                1.1391522997578776,
+                1.162897463787286,
+                0.9140439887115281,
+                0.9166314532406474,
+                1.013186331346434,
+                0.9551870696183078,
+                1.1440128298039551,
+                1.0494592532907625,
+                1.0314806625541306,
+                0.958232402601652
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10833,
+    "cert_evals": {
+        "36": 0.8666666746139526,
+        "72": 0.7809523940086365,
+        "108": 0.6952381134033203,
+        "255": 0.380952388048172
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/wine/fold_3/result.json b/UCI_N6/sdp/runs/wine/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..4e869b67767ee5371ef640ac22efb9eb276da6d7
--- /dev/null
+++ b/UCI_N6/sdp/runs/wine/fold_3/result.json
@@ -0,0 +1,56 @@
+{
+    "best_epoch": 34,
+    "best_val_acc": 0.8709677419354839,
+    "test_acc": 0.8932038834951457,
+    "train_size": 44,
+    "val_size": 31,
+    "test_size": 103,
+    "stats": {
+        "mean": [
+            [
+                -0.0007615090909091727,
+                0.05596002272727269,
+                -0.07345953863636358,
+                -0.09784549954545461,
+                0.008546922727272678,
+                0.09278491795454552,
+                0.0448726857272727,
+                0.11476138181818184,
+                0.09094955909090909,
+                0.005921997727272779,
+                0.16726700681818205,
+                0.005308763636363668,
+                -0.08561718409090915
+            ]
+        ],
+        "std": [
+            [
+                1.007206359663615,
+                0.8850705986397225,
+                1.0706938375587134,
+                0.8864652113978174,
+                1.1440281408589326,
+                0.9372647448943219,
+                0.9191041363758027,
+                0.9830875500627535,
+                1.0190542547845243,
+                0.9888966660536255,
+                1.11752991456707,
+                0.9731773531474354,
+                0.8829161708393709
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 13,
+    "out_features": 3,
+    "depth": 6,
+    "padding": 26,
+    "parameters": 10833,
+    "cert_evals": {
+        "36": 0.844660222530365,
+        "72": 0.8058252334594727,
+        "108": 0.6893203854560852,
+        "255": 0.19417476654052734
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/yeast/fold_0/result.json b/UCI_N6/sdp/runs/yeast/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a435c1efff8b7575032a062c4675021481035380
--- /dev/null
+++ b/UCI_N6/sdp/runs/yeast/fold_0/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 78,
+    "best_val_acc": 0.5188679245283019,
+    "test_acc": 0.4827968923418424,
+    "train_size": 371,
+    "val_size": 212,
+    "test_size": 901,
+    "stats": {
+        "mean": [
+            [
+                -0.0680236417412399,
+                0.0016312938814016407,
+                -0.008786120350404263,
+                -0.04364633274932616,
+                0.013936777088948886,
+                0.007389660377358629,
+                -0.024600268247978344,
+                0.05087596307277619
+            ]
+        ],
+        "std": [
+            [
+                1.027205380998011,
+                0.9953693200489844,
+                0.9507124252634552,
+                0.9691826685352211,
+                1.0679577073315545,
+                1.038674237448053,
+                0.9068718437558525,
+                1.1001821882054232
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3626,
+    "cert_evals": {
+        "36": 0.3163152039051056,
+        "72": 0.22086571156978607,
+        "108": 0.16093230247497559,
+        "255": 0.01886792480945587
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/yeast/fold_1/result.json b/UCI_N6/sdp/runs/yeast/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..05784c845a6f2b44d732910b6655d31a9379277c
--- /dev/null
+++ b/UCI_N6/sdp/runs/yeast/fold_1/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 56,
+    "best_val_acc": 0.5021645021645021,
+    "test_acc": 0.4931972789115646,
+    "train_size": 371,
+    "val_size": 231,
+    "test_size": 882,
+    "stats": {
+        "mean": [
+            [
+                0.08549606216172505,
+                0.03251707697035039,
+                0.04905938702964963,
+                0.04128734865229108,
+                -0.013936692183288498,
+                0.036949762803234386,
+                -0.002681268247978456,
+                0.005315634501347734
+            ]
+        ],
+        "std": [
+            [
+                0.9621845394333128,
+                0.9690282797537528,
+                0.9491603484155484,
+                1.0401770820495524,
+                0.9261376999963121,
+                1.1814628524634447,
+                0.9836755462977512,
+                0.993812117132581
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3626,
+    "cert_evals": {
+        "36": 0.3027210831642151,
+        "72": 0.13038548827171326,
+        "108": 0.08276644349098206,
+        "255": 0.00907029490917921
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/yeast/fold_2/result.json b/UCI_N6/sdp/runs/yeast/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0d34bbc2e1cce477b1e1646a1ae1c86394321c0
--- /dev/null
+++ b/UCI_N6/sdp/runs/yeast/fold_2/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 60,
+    "best_val_acc": 0.47465437788018433,
+    "test_acc": 0.5011160714285714,
+    "train_size": 371,
+    "val_size": 217,
+    "test_size": 896,
+    "stats": {
+        "mean": [
+            [
+                0.004417079552560633,
+                -0.0405647886981132,
+                -0.038330890598382725,
+                -0.009830160646900232,
+                -0.013936692183288395,
+                0.036949762803234296,
+                -0.01154207417789756,
+                0.005568702156334372
+            ]
+        ],
+        "std": [
+            [
+                1.0326495870955454,
+                0.9133440779524218,
+                0.9914487013412665,
+                0.9617359852499671,
+                0.9261376999963089,
+                1.181462852463445,
+                0.873907032459684,
+                0.9724601246460749
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3626,
+    "cert_evals": {
+        "36": 0.4029017984867096,
+        "72": 0.3024553656578064,
+        "108": 0.2176339328289032,
+        "255": 0.0379464291036129
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/yeast/fold_3/result.json b/UCI_N6/sdp/runs/yeast/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..a5b17cdfba3c8b751a0794d294d5aeefa5e45302
--- /dev/null
+++ b/UCI_N6/sdp/runs/yeast/fold_3/result.json
@@ -0,0 +1,46 @@
+{
+    "best_epoch": 82,
+    "best_val_acc": 0.5246636771300448,
+    "test_acc": 0.5269662921348315,
+    "train_size": 371,
+    "val_size": 223,
+    "test_size": 890,
+    "stats": {
+        "mean": [
+            [
+                -0.01207341391913747,
+                -0.03099437134770888,
+                -0.004743151369272138,
+                0.0033422831536388878,
+                0.013936777088948926,
+                0.007389660377358682,
+                -0.05258191859838276,
+                -0.01645215983827505
+            ]
+        ],
+        "std": [
+            [
+                1.002118550793497,
+                0.9931572183782578,
+                1.0350703782367132,
+                0.9624293574797959,
+                1.0679577073315536,
+                1.0386742374480524,
+                1.0723089145971894,
+                0.9483399576263618
+            ]
+        ]
+    },
+    "width": 32,
+    "in_features": 8,
+    "out_features": 10,
+    "depth": 6,
+    "padding": 16,
+    "parameters": 3626,
+    "cert_evals": {
+        "36": 0.44269663095474243,
+        "72": 0.3280898928642273,
+        "108": 0.2404494434595108,
+        "255": 0.056179776787757874
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/zoo/fold_0/result.json b/UCI_N6/sdp/runs/zoo/fold_0/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..7fb73254bb1286cc1538952320cfd8cb73e6f89c
--- /dev/null
+++ b/UCI_N6/sdp/runs/zoo/fold_0/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 32,
+    "best_val_acc": 0.9285714285714286,
+    "test_acc": 0.8064516129032258,
+    "train_size": 25,
+    "val_size": 14,
+    "test_size": 62,
+    "stats": {
+        "mean": [
+            [
+                0.18968232000000004,
+                0.004943600000000055,
+                -0.04877112000000002,
+                0.06901168000000008,
+                0.005554399999999982,
+                -0.24190180000000008,
+                0.011100480000000044,
+                0.07332431999999998,
+                0.047367959999999966,
+                0.1174986,
+                0.002917720000000048,
+                -0.128498,
+                0.05823499999999993,
+                0.03965752000000001,
+                -0.025889279999999938,
+                0.0890122
+            ]
+        ],
+        "std": [
+            [
+                1.005390221359596,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467213,
+                0.9984392123352528,
+                0.8872886923159564,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.898886886807812,
+                0.9995686698918299,
+                0.864227081446769,
+                0.8401435100754158,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 13287,
+    "cert_evals": {
+        "36": 0.7419354915618896,
+        "72": 0.596774160861969,
+        "108": 0.4516128897666931,
+        "255": 0.12903225421905518
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/zoo/fold_1/result.json b/UCI_N6/sdp/runs/zoo/fold_1/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..f463dcec4cac34f7e428a6b4891b49460b378ae3
--- /dev/null
+++ b/UCI_N6/sdp/runs/zoo/fold_1/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 49,
+    "best_val_acc": 0.9166666666666666,
+    "test_acc": 0.890625,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.028691039999999952,
+                0.004943600000000057,
+                -0.048771120000000036,
+                0.06901168,
+                0.005554399999999972,
+                0.17360919999999994,
+                -0.06897883999999993,
+                -0.00805720000000001,
+                0.0473679599999999,
+                -0.07865459999999999,
+                0.0029177199999999947,
+                -0.022119,
+                0.09757803999999994,
+                -0.051376560000000016,
+                -0.26359375999999995,
+                0.24955340000000004
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000002,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.998439212335253,
+                1.0312711812638613,
+                1.0001903862262094,
+                0.9967159924605201,
+                0.9532010403686509,
+                1.047171532893174,
+                0.9995686698918299,
+                0.9749796397074146,
+                1.045377756731086,
+                1.02185501364051,
+                0.5822546855736085,
+                0.9961319493678737
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 13287,
+    "cert_evals": {
+        "36": 0.8125,
+        "72": 0.65625,
+        "108": 0.59375,
+        "255": 0.046875
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/zoo/fold_2/result.json b/UCI_N6/sdp/runs/zoo/fold_2/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f661273e77a5fcc537837bc4a389c451809c8fd
--- /dev/null
+++ b/UCI_N6/sdp/runs/zoo/fold_2/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 17,
+    "best_val_acc": 0.75,
+    "test_acc": 0.703125,
+    "train_size": 25,
+    "val_size": 12,
+    "test_size": 64,
+    "stats": {
+        "mean": [
+            [
+                0.02869103999999997,
+                0.004943600000000048,
+                -0.04877112000000006,
+                0.06901168,
+                0.005554399999999982,
+                0.007404799999999972,
+                0.011100480000000062,
+                0.07332431999999998,
+                0.04736795999999993,
+                0.01942200000000002,
+                -0.14446064,
+                -0.022119000000000017,
+                0.09757803999999996,
+                0.03965751999999999,
+                -0.14474151999999998,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                0.9989246223251673,
+                0.9987632000000001,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9984392123352529,
+                0.9972263999999998,
+                0.9937582269928688,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                0.722003562256413,
+                0.9749796397074147,
+                1.045377756731086,
+                0.9719779957616785,
+                0.8060951109136004,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 13287,
+    "cert_evals": {
+        "36": 0.453125,
+        "72": 0.21875,
+        "108": 0.03125,
+        "255": 0.0
+    }
+}
\ No newline at end of file
diff --git a/UCI_N6/sdp/runs/zoo/fold_3/result.json b/UCI_N6/sdp/runs/zoo/fold_3/result.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ff5a24f51cc0d770cdaf7098e480cf2aa37412c
--- /dev/null
+++ b/UCI_N6/sdp/runs/zoo/fold_3/result.json
@@ -0,0 +1,62 @@
+{
+    "best_epoch": 9,
+    "best_val_acc": 0.7368421052631579,
+    "test_acc": 0.43859649122807015,
+    "train_size": 25,
+    "val_size": 19,
+    "test_size": 57,
+    "stats": {
+        "mean": [
+            [
+                0.10918667999999991,
+                0.004943600000000039,
+                -0.04877112000000009,
+                0.06901168,
+                -0.087958,
+                -0.07569740000000007,
+                0.011100480000000062,
+                0.07332432000000001,
+                0.04736795999999993,
+                0.019421999999999984,
+                0.29767443999999993,
+                -0.022119,
+                0.05823475999999992,
+                0.03965752,
+                -0.025889279999999938,
+                0.08901219999999999
+            ]
+        ],
+        "std": [
+            [
+                1.0053902213595962,
+                0.9987632,
+                1.0021422025080997,
+                1.0058025598467215,
+                0.9351239999999998,
+                0.9691298611116264,
+                0.9937582269928686,
+                0.97657824,
+                0.9532010403686509,
+                0.980766,
+                1.3507449809969043,
+                0.9749796397074147,
+                1.007680466714654,
+                0.9719779957616784,
+                0.9655601622370106,
+                1.0025794726604769
+            ]
+        ]
+    },
+    "width": 64,
+    "in_features": 16,
+    "out_features": 7,
+    "depth": 6,
+    "padding": 32,
+    "parameters": 13287,
+    "cert_evals": {
+        "36": 0.14035087823867798,
+        "72": 0.10526315867900848,
+        "108": 0.05263157933950424,
+        "255": 0.0
+    }
+}
\ No newline at end of file