diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..866a195b809430d557038082deac83c23ee07611
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8881734182535203
+
+Mann-Whitney U test statistic: p-value: 0.7002119824334063
+
+Anderson-Darling test statistic: -0.9014601843843442 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4dbc912adf002c31b3cee9ac3c3e27f1dffe00ca
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.5775628415987395
+
+Anderson-Darling test statistic: -0.516122393116026 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6da05802fdcaff2c98821aa5f2293542dba76640
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.338898887593032
+
+Anderson-Darling test statistic: -0.0377849390946894 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdc41c0a294bb6659b95d4664431ad015ea857eb
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9990205551153967
+
+Mann-Whitney U test statistic: p-value: 0.9948835517224567
+
+Anderson-Darling test statistic: -1.133670095052969 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..856b5bd9b247bf645baf3439db4a10ecc502223e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.703196937788396
+
+Anderson-Darling test statistic: -0.008241032875557606 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db333e168a1e2962314daca646f049a4cf852660
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_arxiv_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.38309112567259496
+
+Anderson-Darling test statistic: -0.4628655505414441 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f53711096a09205082a57deb1a95ea624d139bb8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00034775170271509687
+
+Mann-Whitney U test statistic: p-value: 0.00012305675775309467
+
+Anderson-Darling test statistic: 9.250136853031856 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f44869d60c96c55d8933cbc3127e8ef200ce4009
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.6368326259711731
+
+Anderson-Darling test statistic: -0.3382366168323409 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25d165933f8cfa49f908fb8261b416924eae5b02
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.01124932354271269
+
+Anderson-Darling test statistic: 3.306218023061559 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e47d50c065853c1ee2aa64f5caae9a2da7573026
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.5887704346346143
+
+Anderson-Darling test statistic: 0.339756438049432 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a7f6684b62e621215aefd8ad7332096b3ce3812
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00023854664270315346
+
+Mann-Whitney U test statistic: p-value: 0.004156585050830879
+
+Anderson-Darling test statistic: 6.018893564930551 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c60327a22f59225a39e9d9ffe4358bf7b9a0cbff
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.26314736168196895
+
+Anderson-Darling test statistic: -0.1022971408117447 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83677872e219c65ef580ea6a7e4ba87f339d3964
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.11470769825691296
+
+Anderson-Darling test statistic: 1.283570675497156 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e500d7d95ecd98b90107944e313e7d9eb69e14b7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.7369064838523056
+
+Anderson-Darling test statistic: -0.44021832655615073 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc3ae3b68a3a967bd311ba966e735b4b38e41cec
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 9.23442040824848e-11
+
+Mann-Whitney U test statistic: p-value: 2.521402364680074e-14
+
+Anderson-Darling test statistic: 39.24651691384289 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a460120fd0030b3e444f3c15832533c5a4d3497
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.7865469660856904e-11
+
+Mann-Whitney U test statistic: p-value: 2.000531809322704e-16
+
+Anderson-Darling test statistic: 45.289999493646 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00081f53d99ea33a8d2eaac7e4ca7c0566e93769
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.5333560343145265
+
+Anderson-Darling test statistic: 0.2534825418581802 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdd59ad15fc39268c53dedd6bc335e02fa532f77
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_books3_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.8341164123363864
+
+Anderson-Darling test statistic: -0.7353305960761898 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13df69fed5d3c4a25a5a61a216437eafaa5f4a64
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.3598954602798138e-05
+
+Mann-Whitney U test statistic: p-value: 2.4076725627012403e-05
+
+Anderson-Darling test statistic: 10.945807850778133 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1aa9e4668ea071b74adc6248ba05ef8e059da7fd
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.33662429354763845
+
+Anderson-Darling test statistic: 0.4626362195155371 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dafbb39cac7c664445462fea7809bedc88affc7c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.029225323426275904
+
+Mann-Whitney U test statistic: p-value: 0.027272778513133214
+
+Anderson-Darling test statistic: 2.5876405408106637 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e0c59a15947f7b7354b4acf5192982eb307eb31
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.5032445274245763
+
+Anderson-Darling test statistic: -0.2957042013666116 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..123b3f8181f0af9a6aa93292ebc0ddb2fcd9e51e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.016419747628015877
+
+Anderson-Darling test statistic: 3.099565579632431 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaad7783234315d1a243de3f603233935054a8cc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_europarl_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6496725686317109
+
+Anderson-Darling test statistic: -0.5793585360512922 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb166bd0c8ffe7c5c3c5db6fd88dd1a36f2e1f32
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.1503822182888612
+
+Anderson-Darling test statistic: 0.40786563494324063 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6744faff61c6a2e3c5b219546b5491c3653db3b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.3185959679544492
+
+Anderson-Darling test statistic: -0.29381893230003314 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb2df9b434711d30caba7ee120bdb8c4da10d810
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.28682351684336793
+
+Anderson-Darling test statistic: 0.06795470296214504 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d762fc55a8eec6a78628446f9269a7e3b07c5c57
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.5109052959632192
+
+Anderson-Darling test statistic: -0.24159507862218868 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fa2a9c3f6ba2b9743cf4274de4bf9969a95336b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.9587400002181794e-05
+
+Mann-Whitney U test statistic: p-value: 5.7351758431585906e-05
+
+Anderson-Darling test statistic: 10.63452559682238 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4baf1d81db109915c63678dae88ea188009d4faf
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_freelaw_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.2181126406393008
+
+Anderson-Darling test statistic: 0.48539221026360335 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81d52a4c56e9035a712d1381dd5d84d4e8e81fde
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.17847470599949644
+
+Anderson-Darling test statistic: 0.3512860826138116 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d662e7e0ed51c646f3fbd6bc01b175cb643e44
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.591916780716901
+
+Anderson-Darling test statistic: -0.744388160997747 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e28fc1e57a78ec0192280518e2cf9afbfe92958
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.1842282722030435
+
+Anderson-Darling test statistic: 0.0720612079370173 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..619d4274b0ba98fcc92f03c560cb4947cb0bd5f7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.026525568490243918
+
+Mann-Whitney U test statistic: p-value: 0.16722669102414023
+
+Anderson-Darling test statistic: 0.7778925778064376 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28937ee92bb844ac683040dc83c69c19b510d9ff
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.12051526066065596
+
+Mann-Whitney U test statistic: p-value: 0.1213381724183664
+
+Anderson-Darling test statistic: 0.7709881546319385 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..937d20631192c4a407e052a2bc9cc8bb7da5a563
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_github_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.3726860620946646
+
+Anderson-Darling test statistic: -0.1322977920133021 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e30e02c08f557c72bcf9eae5ce4e2c2a985d3f4f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.237478316483137
+
+Anderson-Darling test statistic: 0.017374045442150137 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..856db1723bc5021173d2b0f551a85494d80c08b7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.5539506070736695
+
+Anderson-Darling test statistic: -0.1966803204776479 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c4eedcb04e9ce08cdc7014f68e643abaa18294
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.28779764348473313
+
+Mann-Whitney U test statistic: p-value: 0.5349856721703783
+
+Anderson-Darling test statistic: 0.7589876380880345 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a91c98c9640e735fd28a69475fae5b855a2889a8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.3144113923081423
+
+Anderson-Darling test statistic: -0.1248835151469385 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a803cd46c846128802b420ccdc8d04c0f2ac96df
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.24952709895684266
+
+Anderson-Darling test statistic: 0.7052134679235004 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6272d284e25ac6e389c5605a71ab9690670090cf
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.6851610328982443
+
+Anderson-Darling test statistic: -0.5415910403876624 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50d6da2ffdeba7558a4194715701e2dc891ba575
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.1663899670471337
+
+Anderson-Darling test statistic: 1.0046919970165038 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5ef3454a88db290802d03dea3cdbb9cbb8b2749
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.3339054068591467
+
+Anderson-Darling test statistic: -0.0785179988621075 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bdd43886e97ab32b96105390f52cc1a02def3d0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.5903248715343961
+
+Anderson-Darling test statistic: -0.18890454510500598 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..011294440555b579b2c125b8ec2aeb2072d03afd
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08519951696815599
+
+Mann-Whitney U test statistic: p-value: 0.2624709387788001
+
+Anderson-Darling test statistic: 0.4881394639146451 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f19b0a6b8b841af084f11ac9ed67703ed7442bf7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.2105921632717298
+
+Anderson-Darling test statistic: 1.6693547187728823 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e44b685f64b32ea8fb866443c61706a7f0ac25f4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_hackernews_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.9241088448763358
+
+Anderson-Darling test statistic: -0.3524533644328067 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24003f55ec59ad1bbc9201fd63af0df070e7ff2f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.8053609461001485
+
+Anderson-Darling test statistic: 1.1291473061782449 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a31cd5f4ad830e6d64eca7cc6570114eac9b34cc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9377688666891416
+
+Mann-Whitney U test statistic: p-value: 0.5181562635275154
+
+Anderson-Darling test statistic: -0.8551473151578615 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b58a7eaa7aaa2120d16cea15e9c0352e993d0b8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.34325509725964165
+
+Anderson-Darling test statistic: 1.417456214384757 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11d4ba84c25c48eafb72408d4cc8236fd692634b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.8038545236743967
+
+Anderson-Darling test statistic: -1.065715514641458 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17f468c217eaea91e9fdff599d0da544bd08c134
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.38495498460028654
+
+Anderson-Darling test statistic: 0.9764376542315695 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..425afa01e83b59494613abe21414146ce7276a2d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_math_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9931876872902919
+
+Mann-Whitney U test statistic: p-value: 0.9232162867999386
+
+Anderson-Darling test statistic: -0.986044511492835 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_nih_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_nih_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca7430d5d56b8d6683ddae13dff9c086cdcb23a8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_nih_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.35067009912983493
+
+Anderson-Darling test statistic: -0.08963358772232906 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e05c9286070b38bc34d2ff90ab777252950f6e3b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+
+Mann-Whitney U test statistic: p-value: 0.3840036179403389
+
+Anderson-Darling test statistic: 0.883632104908702 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15d0d15de901a91a9c6d5b6f22187b7604445e64
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.46302808487372815
+
+Anderson-Darling test statistic: -0.6176345905619589 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e081f18e41e1a8167d92b1ae2c6bb436bd3fe88c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14836452078962484
+
+Mann-Whitney U test statistic: p-value: 0.401603840481943
+
+Anderson-Darling test statistic: -0.16927442368608914 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34bd796baf389de6a682bafa1e90689537e32049
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6766378393547248
+
+Anderson-Darling test statistic: -0.011983265072279963 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ea01151f82dc9bdd0f9d9b5104e1ec047929cf5
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.132043508239274
+
+Anderson-Darling test statistic: 2.589195839542467 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..752701e9e99088f550f56c1220fcbe8f8066c7b9
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.5918736378899414
+
+Anderson-Darling test statistic: -0.7744938961965161 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f56d9dd8227ddf0370503f47f08c47c9cef3409
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.7231218176713554
+
+Anderson-Darling test statistic: -0.38236278573284377 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f59b313570683f47b4d1fe48d10b2cba203b3dc5
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9931876872902919
+
+Mann-Whitney U test statistic: p-value: 0.9417682420762952
+
+Anderson-Darling test statistic: -1.0244470003043746 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c124b3ddb1f9b13c9707f9fed19d2b5bbfb7fad
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.04839715079181246
+
+Mann-Whitney U test statistic: p-value: 0.6035375378471136
+
+Anderson-Darling test statistic: 2.061018919557781 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df86f204dc99942d54133604bd7660fd627b48aa
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.799458350749278
+
+Anderson-Darling test statistic: -0.5130677279178375 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93a916aabe960e645941799ac15476a46c3c5b01
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.4958399697664334
+
+Anderson-Darling test statistic: 0.2026588940364583 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e59413596eb5c3b1667a67dfaaf203c067d63dba
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.5930159573521726
+
+Anderson-Darling test statistic: -0.6727307251639228 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_philpapers_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_philpapers_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eb6615828d68a52c381fbfaacc56d921930cd8d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_philpapers_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.9144528919094244
+
+Anderson-Darling test statistic: -0.5695998413514928 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1def11910e79488f8bcf539e147e924746d29fab
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.14492336502283276
+
+Anderson-Darling test statistic: 2.039556497646225 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f52049abf6184a85bb6cbc9d36daf90b4a39f0fe
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2537813865951039
+
+Mann-Whitney U test statistic: p-value: 0.15197414677548007
+
+Anderson-Darling test statistic: 1.257988782530012 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43b4425ba0ebb1eb62889a8199829fecb3bcdb4f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.12180529908414471
+
+Anderson-Darling test statistic: 1.6731049923301125 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5b5cf8e2f559ab826cb7a2b403d6066bd580849
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.6627080422002161
+
+Anderson-Darling test statistic: -0.6200444954696788 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83b90e40e318afd110e152084dd406fd2a13aa00
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.5633058287044848
+
+Anderson-Darling test statistic: 0.19591803356266008 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a20facd9496df279193ec99fce2e22197046d4c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.3337056123713782
+
+Anderson-Darling test statistic: -0.22691102526557733 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ec9403d152dca98640ee9d44a82a66cde557c83
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.032549473768586e-16
+
+Mann-Whitney U test statistic: p-value: 1.0661423440479384e-18
+
+Anderson-Darling test statistic: 50.54994884358796 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..408735755a19b1562ea6702bef825febe0cbcd33
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.5071215951753112
+
+Anderson-Darling test statistic: 0.9673311216543442 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1864c74b5404c20059fa875e35552efe12698be0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.6131216618004355e-18
+
+Mann-Whitney U test statistic: p-value: 2.153099325544287e-20
+
+Anderson-Darling test statistic: 56.952582396140755 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7e28922cf2c1c44de8a598ef0e60272ddc2c3ab
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.1104549825047318
+
+Anderson-Darling test statistic: 1.0176097501141113 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b767e6fdd2b50468368ec6f6f7f432a7be7d4e0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.332572779609904e-16
+
+Mann-Whitney U test statistic: p-value: 3.9669162528067316e-17
+
+Anderson-Darling test statistic: 46.58647988889274 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37ca29538868c6ddab222cd2d60d11c3fae0c28e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.3276844809018844
+
+Anderson-Darling test statistic: 0.24711607554263978 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d301ba98c04b3f9e771bf42765777dc1f35d90e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.029207033513637282
+
+Anderson-Darling test statistic: 4.626431817824723 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d49b0395cd2a8c8253936bf2825f901042ae0a97
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9749460951343669
+
+Mann-Whitney U test statistic: p-value: 0.7962944269333148
+
+Anderson-Darling test statistic: -0.6516767541979399 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0bd014d3b856f44690049f01de51a16e2228784c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.3171469035180925
+
+Anderson-Darling test statistic: 1.813083719604794 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d719abe46d1c6be90fcbc77cb5eac8c86209936
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.2850024490402402
+
+Anderson-Darling test statistic: 0.39969269594224494 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f51568eca760642a925f8175102cfccbb462e48
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.005306868855560685
+
+Mann-Whitney U test statistic: p-value: 0.011307924385306142
+
+Anderson-Darling test statistic: 5.907199850202819 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61bfc2900669800b9167aad8be217358d8de644f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07438060268853744
+
+Mann-Whitney U test statistic: p-value: 0.3160995904863575
+
+Anderson-Darling test statistic: 0.63547415339246 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a226e330c6ce4a3f7801a54e1bb8cee23c983db2
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.033253124816560224
+
+Mann-Whitney U test statistic: p-value: 0.020509156973393946
+
+Anderson-Darling test statistic: 3.2634611761269436 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99df2be5740fb41475c9ecf059059083bf16905d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.8388666493960506
+
+Anderson-Darling test statistic: -0.08798887892686949 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44d4faa0cd6a247087b656f75992a0462ba805d6
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 4.872295384883887e-05
+
+Mann-Whitney U test statistic: p-value: 2.956862392947805e-05
+
+Anderson-Darling test statistic: 10.715016187376204 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49a0b01bd14a714ceaeb775b1bd7ac03ff9dcc87
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.504719054692162
+
+Anderson-Darling test statistic: -0.1473955889653196 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..741fa801974f6b5e6e8f056d56617ac96267d846
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.02282893921504156
+
+Anderson-Darling test statistic: 2.6109387018299235 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f454a14e9632e2e641dd80331ed050a48bd3336e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_uspto_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.8134326374703574
+
+Anderson-Darling test statistic: -0.07711666724654014 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9666408625486c2659d0c41735dcc96d04b8fc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.7367438687631622
+
+Anderson-Darling test statistic: 1.8742123255073786 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c2f3d6ea2690887b1eaf9b6811cdf26c17ca437
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.8770664913288708
+
+Anderson-Darling test statistic: 0.4030352699386064 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56959a0600d79b88fd6fd4d2a12def8dc90cce62
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.051038698888139056
+
+Anderson-Darling test statistic: 3.1074328369151862 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c0d99725212c8930a5e478ab0f4a1a075674e9e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.18951343103314944
+
+Anderson-Darling test statistic: 0.2336360067249459 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6ae10e99965d18489b77397d508863534b8e552
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.12908644955844073
+
+Anderson-Darling test statistic: 2.241920512407723 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eb6b1c20c274eb5b144ddeb00853a033ce5a2a7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.6864732151996595
+
+Anderson-Darling test statistic: -0.8197110813880993 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26a4d07e0873fb22468bfe696247cd80fb3aba32
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 4.944209857281109e-11
+
+Mann-Whitney U test statistic: p-value: 1.982733753987886e-07
+
+Anderson-Darling test statistic: 31.697455123470483 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46ff58cb68b1e6c06452fb3e54d902d061dc83b6
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.12656125006887983
+
+Anderson-Darling test statistic: 0.517759296995487 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a9e63640f2acd562923c30bcc6de096730b7884
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.763913130197589e-11
+
+Mann-Whitney U test statistic: p-value: 3.431789642620473e-07
+
+Anderson-Darling test statistic: 31.956090795840108 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..850abddcda6cdc28bd968b40e1971b946eabcad0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.5790113352944426
+
+Anderson-Darling test statistic: -0.6759207275690092 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..065a58c29bddf48cde55519996cfb21410110dd7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.728163385319411e-10
+
+Mann-Whitney U test statistic: p-value: 2.647044759464853e-07
+
+Anderson-Darling test statistic: 29.17923927828371 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9678b764c3c25e8c646f59cd5aedb154f58fae0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.33887407097380773
+
+Anderson-Darling test statistic: -0.14994667316105986 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..969a29d91a182d55f6f782811cc55f10650e611c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.3692631327179039
+
+Anderson-Darling test statistic: 0.021260876725117988 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82cfe33e618b8ead9ac25e09e1d57a8cafcab15a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.19800969193017148
+
+Anderson-Darling test statistic: 0.3341374560441995 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c07ea8b146844b54390df5b6f06a7bb1a53addad
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3136800387320582
+
+Mann-Whitney U test statistic: p-value: 0.16917009534232108
+
+Anderson-Darling test statistic: 0.8935941461779621 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66f0d3703aeab4b9f772bccc2e4361a6a62a690b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.5006282075224692
+
+Anderson-Darling test statistic: -0.6724559003750674 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fdb9e99ec114640325d1b6ab59e602c3c521f9a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9136894237272155
+
+Mann-Whitney U test statistic: p-value: 0.9617358941354446
+
+Anderson-Darling test statistic: -0.663154552792973 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46118ac798e7a4822c863e81d10395cfffe11dc8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2537813865951039
+
+Mann-Whitney U test statistic: p-value: 0.2120836570387017
+
+Anderson-Darling test statistic: 0.15446136498801002 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed74e5052ec5c70dc1a05a4d6ae5db8eb7214f9
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0008613642727365059
+
+Mann-Whitney U test statistic: p-value: 0.000180299919840955
+
+Anderson-Darling test statistic: 9.053488888759816 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fca1c7069ba177e41b084077155b0be0c1c0ba87
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.202685906985569
+
+Anderson-Darling test statistic: 0.16676385729059798 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd39ffaffbed9f1564105884cabab02314720f72
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.0006374296915101354
+
+Anderson-Darling test statistic: 6.936700507905073 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2077912f6bd6ca3dfd021e57426618a68cd62fb
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.42857870265490094
+
+Anderson-Darling test statistic: 0.10268149056131712 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af312c13619ccabf1885d061c91a48c886e6b7ed
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.006185603570160095
+
+Mann-Whitney U test statistic: p-value: 0.003434303172866992
+
+Anderson-Darling test statistic: 6.073340365620353 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1260dee794a09fa6f71da5d1c41eefdbb914e0c4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.8341164060810542
+
+Anderson-Darling test statistic: -0.843386050438651 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..307f921af617d784d48209ecb19fc78d0cbe674f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.669830320596686e-07
+
+Mann-Whitney U test statistic: p-value: 1.218508070054146e-06
+
+Anderson-Darling test statistic: 18.917094761959987 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cccb788f90e656e865eb5ef102d17e93ea0947d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9749460951343669
+
+Mann-Whitney U test statistic: p-value: 0.8265388711275268
+
+Anderson-Darling test statistic: -0.8324528947366612 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68f42d5979648ed73c4f61f03beda90f96b94f68
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.004543821879051605
+
+Mann-Whitney U test statistic: p-value: 0.0018827285683005815
+
+Anderson-Darling test statistic: 6.514168929710366 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5c07306cf165216a04f4caa3f48cd41155f869d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.195560687016057
+
+Anderson-Darling test statistic: 0.6891616648194807 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21e258122fe941889c5722733b65a17b5baee4ff
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.433746373578779e-33
+
+Mann-Whitney U test statistic: p-value: 5.0348294179807274e-42
+
+Anderson-Darling test statistic: 124.85568097974566 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cdb969e06b67eeba41088f1cd7f4a3bb7610a1b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07438060268853744
+
+Mann-Whitney U test statistic: p-value: 0.010321675289363253
+
+Anderson-Darling test statistic: 3.389454244980855 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90fa0ca84300be28d1bba0f61121c7e4445d2a3f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.209982841805882e-05
+
+Mann-Whitney U test statistic: p-value: 1.103149696669365e-05
+
+Anderson-Darling test statistic: 12.074900110835 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4aba1bd0e330d130b6644476f3bcc2457220ded
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.7740862782548791
+
+Anderson-Darling test statistic: -0.6452908848378476 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1151086210fa46387cc3fd20a4f78a80392ed96a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.06917625399020766
+
+Mann-Whitney U test statistic: p-value: 0.04647765490730224
+
+Anderson-Darling test statistic: 2.237442270007686 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d1a3f1e9b77e6cca2fb02214b9143b6885dff0c2
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.637870850879176
+
+Anderson-Darling test statistic: 0.24004715498599824 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffe09882c1462c277ba47913eba1d775aea2fbf4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.004934528718310782
+
+Anderson-Darling test statistic: 4.763700176759937 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c7ef77af943a70417043a2a53db2e138806068d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.9060153325796598
+
+Anderson-Darling test statistic: -0.752093881715241 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d02ea37a41081b667f6b3608f322a1ef5756931
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.006185603570160095
+
+Mann-Whitney U test statistic: p-value: 0.01255005164163615
+
+Anderson-Darling test statistic: 4.329120825345124 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9c2d23b2d98f49bae3af14d8ad0be20b3bc9645
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.40951724346424234
+
+Anderson-Darling test statistic: -0.48599325838753593 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfd4fcba6f2c13312b9f430b113011a019ded753
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3136800387320582
+
+Mann-Whitney U test statistic: p-value: 0.37320332565727365
+
+Anderson-Darling test statistic: 0.3409708568162859 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d7c38cb327082009f7d51faa29cf2719e7c7292
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9113854196272739
+
+Mann-Whitney U test statistic: p-value: 0.730931728961695
+
+Anderson-Darling test statistic: -0.9143012819558227 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc9246d5393d3adab11340c80638c6107cd754c8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.6149819180713042
+
+Anderson-Darling test statistic: -0.6321023831908517 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..908b172d27789270b0b81effc1999c47f6b5768e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.49685808089166716
+
+Anderson-Darling test statistic: -0.7236619472446576 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96a656e450d81ef137799ce472617487dcd99d0f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.04520948145963114
+
+Anderson-Darling test statistic: 2.674271613905185 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..06ac32f80bc5ae9cf5482a56c6b8d4a2d8c80d01
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.4153925528572109
+
+Anderson-Darling test statistic: -0.4931086752011175 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d772f4c7a585d14f4f6cc07100d3d1c5dd66802e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.10014631270444543
+
+Anderson-Darling test statistic: 0.9775573734342846 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04f87319b4ed534553223664d08047d6b0ae462f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0006411530498207331
+
+Mann-Whitney U test statistic: p-value: 0.0026932761584365066
+
+Anderson-Darling test statistic: 6.382812096751056 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fca59aaef354f4889eb570b6d3f68f2582bbb4c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.0006453482479131711
+
+Anderson-Darling test statistic: 6.758207689048275 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a6dc1c07b551cd91224c4b6a81bd59e064f1d44
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.06657790134572787
+
+Anderson-Darling test statistic: 1.3186417430524149 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fff49fc343ccda2b2a4de93af2ef2c481eac4393
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.026795545657778582
+
+Anderson-Darling test statistic: 2.5823414744134894 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..558cc8864d8d1517a8eac5018d98ff650e691a62
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.09572382186768368
+
+Anderson-Darling test statistic: 0.7859082610018517 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ae14b13a4fcb541e1c280d890c5fadeaec026b6
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8282194040312439
+
+Mann-Whitney U test statistic: p-value: 0.5794136044664173
+
+Anderson-Darling test statistic: -0.351930923446515 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b590dc22c3b3d96a9b805486922abbf5ee39901
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.4389839328646723
+
+Anderson-Darling test statistic: 0.2784658263956946 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f55820219d4ad7f6f54cc5758502ccdb2c3de36
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.04238196580107103
+
+Anderson-Darling test statistic: 2.05947460893428 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a68d6c397786be80b4ce435cd5b51ceed7709b9
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.19576799069533724
+
+Anderson-Darling test statistic: 1.3211218184764135 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01aa421fb97be6d32a822dd7b836bcbd242d1fd8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.27363274308218943
+
+Anderson-Darling test statistic: 0.8082138168170541 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec6c6c6d296d31841770b27c6e9d0689f1423bd6
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.7167108961680272
+
+Anderson-Darling test statistic: -0.06171508771034555 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6326de4d147b080fdf44624e958bd74aa1fcbb
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.0025649749814690976
+
+Anderson-Darling test statistic: 5.780457044389554 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1f58c67518364208dd3528eed8eeb88c045ac59
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.27834305910550405
+
+Anderson-Darling test statistic: 0.40904656967974207 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8be5e1066304337f80f3abf17c683a694fa39e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.23501611027620928
+
+Anderson-Darling test statistic: 0.09216688886256227 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6712a760543de7259fee33eb7a6c91a663efd1bc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19008408110929975
+
+Anderson-Darling test statistic: 1.4716508987979235 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c36bb8243f3c09a94eb73f3af62e5fec453387be
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.1490903439098244
+
+Anderson-Darling test statistic: 1.1010337231868172 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ddf0f8ba18d273aef8be09278128ac617bc76f09
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.511500642954759
+
+Anderson-Darling test statistic: -0.37849575036894184 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..534143746711a3b48162ad82ae4dee988b26ba3a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00967775474446886
+
+Mann-Whitney U test statistic: p-value: 0.0013220786151780205
+
+Anderson-Darling test statistic: 6.875410668661184 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d920581e6ff4f19c5f63eedba3f1a229f90d227
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.4937604792370399
+
+Anderson-Darling test statistic: 0.6374832356383225 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25c346151a51ed05699a7f48c951a8f154d21f28
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.4905151061084464
+
+Anderson-Darling test statistic: -0.5803376008770499 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c033d040406a44a011b740897d93d48c44f4b87d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.26666943055935854
+
+Anderson-Darling test statistic: 0.3095327180375197 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea286218a4a3ae4c60c2561e461bbe4c6bce74fc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.5236301241263497
+
+Anderson-Darling test statistic: 0.3656294592384254 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c5cc8c25675e60ffab6e781cb12b990a2ddbff4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.22943542114872173
+
+Anderson-Darling test statistic: -0.05351303302149135 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37633d629f44b79f7e53c93d39ac71a5d4247917
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.01808154945026572
+
+Anderson-Darling test statistic: 3.5202187018189193 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96d6f9100415aa76ee1dc67fe39505193e026ec7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.37012017606173
+
+Mann-Whitney U test statistic: p-value: 0.36564675943927005
+
+Anderson-Darling test statistic: -0.22990695707585088 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3dd3572cc06ac70c94b47dfcf87b42f1a4ce5fea
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.026525568490243918
+
+Mann-Whitney U test statistic: p-value: 0.14899152596556456
+
+Anderson-Darling test statistic: 1.4483533753561324 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_saved_model-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23acde303d5a539edb28355a489dafaf78e5c8d5
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_math_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.00863356407188969
+
+Anderson-Darling test statistic: 4.700421367647042 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_nih_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_nih_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec90f3d8b36ff3d024bd7295b3ddb9257e544aca
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_nih_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.19882362738617154
+
+Anderson-Darling test statistic: -0.012137098018526735 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..433d4c21fb579a92cf42fd0aaaadb71e65827fd9
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.5513108978138893
+
+Anderson-Darling test statistic: 0.29719510519496545 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b087a5d55fb98d4eb3ff7dc8db01bdd3bb62aaf9
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.12580579413004994
+
+Anderson-Darling test statistic: 1.2273455100508335 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74d1ad07066c902f3fcfbdf7d9bae256b2bf610d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5728904395829821
+
+Mann-Whitney U test statistic: p-value: 0.9071668099691258
+
+Anderson-Darling test statistic: -0.10934571389304802 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23172e893f5f318720475fb97c9225a9e85fbaed
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.4528201287092062
+
+Anderson-Darling test statistic: 0.006801109209102622 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3edcad1e3a84dc4176df3b9880b0c44406b11e61
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6854967337920594
+
+Mann-Whitney U test statistic: p-value: 0.6998888271287991
+
+Anderson-Darling test statistic: -0.6193564684047564 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e7a31c491cefe1a6ce89dd52b757443637b3cc8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.17074103453817613
+
+Anderson-Darling test statistic: 0.7280398008585107 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05b0134517842810da9090c17af7742606f0554d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+
+Mann-Whitney U test statistic: p-value: 0.28958263148788954
+
+Anderson-Darling test statistic: 0.2008758739309377 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..140ec6b3908f52af51d7b4d3415f722b2e6b7fd4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.5763434810256033
+
+Anderson-Darling test statistic: 0.2275059665222762 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b878ca4bede999c8b6d3c419ee4117902058a5a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.11279792511821582
+
+Anderson-Darling test statistic: 2.1147261052612074 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cbf4d23f473dcb3962de3e2e63fe881d6d9ded5
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9377688666891416
+
+Mann-Whitney U test statistic: p-value: 0.9996307789588035
+
+Anderson-Darling test statistic: -1.1138616839820479 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1476bc48e6d0b6e08030772945a321b4d1505a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.13712208448692198
+
+Anderson-Darling test statistic: 1.3591771192239708 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c5f4fc4f9ca40c848ca55ea1b6cb1a1d85687f4
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.24952070529181958
+
+Anderson-Darling test statistic: 0.14167654021970183 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_philpapers_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_philpapers_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..500574d9ccdc01e52314742e3a5e7cc9dc424c6b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_philpapers_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.22583798640745512
+
+Anderson-Darling test statistic: -0.057211814303544356 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5c123695b3d38eb7c8262bccf88cd53bfeb9b92
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.7166615238811853
+
+Anderson-Darling test statistic: -0.4754034108214213 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4bc373da6e98ab8a23c856c746be8209c9f837f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.4775507917959554
+
+Anderson-Darling test statistic: -0.551242462297409 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ac35a365f1b83d53c2a3a5a4fd098aa0de382ee
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.4558206493094621
+
+Anderson-Darling test statistic: -0.5788216287611717 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa650343a251ca3d7c71373fbba87e47fa6fe612
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.17869229742661774
+
+Anderson-Darling test statistic: 0.48811992620646877 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3938ebed558e031ff3552093fe81c9acaba1cb80
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9542189106778983
+
+Mann-Whitney U test statistic: p-value: 0.9685881865468734
+
+Anderson-Darling test statistic: -0.8514504783510689 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb2615a3d61d78da3ec56000981b5fa4e81c8ac0
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+
+Mann-Whitney U test statistic: p-value: 0.8504009320212211
+
+Anderson-Darling test statistic: -0.5157107333107084 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f2fd427f36a5fd0f8f9aefc8cac0f1b05bcb6c1
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.980114180184982e-14
+
+Mann-Whitney U test statistic: p-value: 1.6449131617713413e-17
+
+Anderson-Darling test statistic: 47.278175564674896 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..618aeb34e051f74f0624128f5f49190540121bcf
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.17496186563359295
+
+Anderson-Darling test statistic: 0.888222741215235 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f7f7112c320faa3325faf1ca29ed3509a7f0b5f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.583096794215111e-16
+
+Mann-Whitney U test statistic: p-value: 1.1183202511432235e-20
+
+Anderson-Darling test statistic: 57.45734412826786 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7878b8899291016c19cbd287b733cd66fb35e3e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08519951696815599
+
+Mann-Whitney U test statistic: p-value: 0.05509494737109418
+
+Anderson-Darling test statistic: 2.809453025131181 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dad15bf4445859fb52a37917516d2311cd12740
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.077738639620064e-14
+
+Mann-Whitney U test statistic: p-value: 3.530539386830365e-17
+
+Anderson-Darling test statistic: 46.30324621532412 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1df9289d441db9ead4024bc59a575b83dcb3112d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.7950086019060711
+
+Anderson-Darling test statistic: -0.8734240491840652 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d199bc2bb9ff7cc4eb2d570ecaa6830ad865e70
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+
+Mann-Whitney U test statistic: p-value: 0.7330096439048264
+
+Anderson-Darling test statistic: -0.7196981949787128 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a14409ea44d6ed48ba7ea58ea6d1a1d4e27155f
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.838814664087814
+
+Anderson-Darling test statistic: 0.6641954072099276 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4683b41720374e3a4b674cee7dc9130ac309ba1
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.42692523328423104
+
+Anderson-Darling test statistic: 1.0226426111585492 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95ad8efad0978e1aac49a21cce8dfcb93d5141c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.5506288934887633
+
+Anderson-Darling test statistic: 0.29868234483500733 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cb3e38d833231c23299b150c34834d5a3ccf226
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.23917323115448397
+
+Anderson-Darling test statistic: 0.9136728485518731 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7d8c97037f27001aa6022420d71df37b20a5ff2
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.637395856751778
+
+Anderson-Darling test statistic: 0.23583141832268228 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9974c4352e1166b7aeba13c75e7658b53b6aa3bf
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.04839715079181246
+
+Mann-Whitney U test statistic: p-value: 0.031565529369282315
+
+Anderson-Darling test statistic: 2.449368520551187 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a404da70c5831a5762d163e3d34cbff8a7e7d95
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.844139996362819
+
+Anderson-Darling test statistic: -0.6310571903114731 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0f027acabdbc34323e37f45fece5a1fb83aec34
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.012912352230759101
+
+Mann-Whitney U test statistic: p-value: 0.012390586168633743
+
+Anderson-Darling test statistic: 4.096376247686105 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7b9d4209f862f4867a81e6b05d8ae85baa3a3f7
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.7692766009885916
+
+Anderson-Darling test statistic: -0.808401109088004 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9351fb490d5ad5594a9a8cb78750fb2ddc0c02
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.12051526066065596
+
+Mann-Whitney U test statistic: p-value: 0.041071052595795625
+
+Anderson-Darling test statistic: 2.293867473144109 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..871138917c47fd9321a9c9c87acf5e1241405a53
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_uspto_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.7889057269609336
+
+Anderson-Darling test statistic: -0.369721900577708 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5213e57bed5abebb94a7e005a460767edb307e5a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0038826726503625613
+
+Mann-Whitney U test statistic: p-value: 0.1521247094923389
+
+Anderson-Darling test statistic: 5.5043271509853176 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc693a4d385ec1e7e6aeded605ee0f9427e2fc5d
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.5333793715754291
+
+Anderson-Darling test statistic: -0.39839999122795633 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ea05e3209adcce500fcc0f5ddc18eabc51fbd3b
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.18067414823554628
+
+Anderson-Darling test statistic: 2.4947080363127165 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9abeb525673fe429e0f8bee26482492440396037
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.11637587487696288
+
+Anderson-Darling test statistic: 0.76539679264863 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..817118c498093eeb4e8778adfcdc90c509f04e5a
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.1070289681479591
+
+Anderson-Darling test statistic: 2.6577025858799015 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db026f83d6b2f9e69241ef3f743aa13ae11b862c
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.45657851974919605
+
+Anderson-Darling test statistic: 0.41849016995816146 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1fce0a4240b136c70b585f3eba22cc9abe12ce2
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.8563677968613695e-09
+
+Mann-Whitney U test statistic: p-value: 7.427545884310465e-06
+
+Anderson-Darling test statistic: 24.557780454869537 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..731c8ed27fa4c3107dedcc9a1786a8540415c1b8
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.11757624761382225
+
+Anderson-Darling test statistic: 0.6170399025872693 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b3f277c3f09e7afac99163ba74d7203e6946664
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.3433151993983066e-08
+
+Mann-Whitney U test statistic: p-value: 3.205003971227172e-05
+
+Anderson-Darling test statistic: 22.731724828934595 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9434ec17d4564dbf0c74cea5262d459636ff50e
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6977125982962805
+
+Anderson-Darling test statistic: -0.6589894961370669 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e603f5795964aa0a92bcdc2e1f4ffb25c6682dbc
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.8563677968613695e-09
+
+Mann-Whitney U test statistic: p-value: 2.3150482205607268e-06
+
+Anderson-Darling test statistic: 27.548422173596055 critical-value:1.9609999999999999
+
diff --git a/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member-checkpoint.txt b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c074a9d4336395b60e5a6256a713b9eeb638293
--- /dev/null
+++ b/bert_results/.ipynb_checkpoints/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.18697887575766792
+
+Anderson-Darling test statistic: 0.2976865178031078 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_bert_12b_3_member.txt b/bert_results/pile_bert_12b_3_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4e8169715e80444436b958364d63e103f8468e85
--- /dev/null
+++ b/bert_results/pile_bert_12b_3_member.txt
@@ -0,0 +1 @@
+6.639076232910156
diff --git a/bert_results/pile_bert_12b_3_nonmember.txt b/bert_results/pile_bert_12b_3_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9eb40ab74bc39b2fc2cdc14669ac40496ec954df
--- /dev/null
+++ b/bert_results/pile_bert_12b_3_nonmember.txt
@@ -0,0 +1 @@
+6.987875461578369
diff --git a/bert_results/pile_bert_12b_6_member.txt b/bert_results/pile_bert_12b_6_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0145c7c0606a34bdb9bc5e1f82ae7b54361d6939
--- /dev/null
+++ b/bert_results/pile_bert_12b_6_member.txt
@@ -0,0 +1 @@
+6.578967094421387
diff --git a/bert_results/pile_bert_12b_6_nonmember.txt b/bert_results/pile_bert_12b_6_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c1d6f8a003d1a9f32c61bf5789341aaabc00d70
--- /dev/null
+++ b/bert_results/pile_bert_12b_6_nonmember.txt
@@ -0,0 +1 @@
+6.910953044891357
diff --git a/bert_results/pile_bert_12b_9_member.txt b/bert_results/pile_bert_12b_9_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02dff35c780ea673e8bd58ca96e787f30c4b5f30
--- /dev/null
+++ b/bert_results/pile_bert_12b_9_member.txt
@@ -0,0 +1 @@
+6.47084903717041
diff --git a/bert_results/pile_bert_12b_9_nonmember.txt b/bert_results/pile_bert_12b_9_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..740452e8d02f2d6c7272dd595040245837df1798
--- /dev/null
+++ b/bert_results/pile_bert_12b_9_nonmember.txt
@@ -0,0 +1 @@
+6.874812602996826
diff --git a/bert_results/pile_bert_410m_3_member.txt b/bert_results/pile_bert_410m_3_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6ec054cbaa27c9fda4f20f8ffab15584b7d5d63
--- /dev/null
+++ b/bert_results/pile_bert_410m_3_member.txt
@@ -0,0 +1 @@
+5.5660247802734375
diff --git a/bert_results/pile_bert_410m_3_nonmember.txt b/bert_results/pile_bert_410m_3_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..039b07db2299722029c2f9753bb492c05021f55c
--- /dev/null
+++ b/bert_results/pile_bert_410m_3_nonmember.txt
@@ -0,0 +1 @@
+5.899932861328125
diff --git a/bert_results/pile_bert_410m_6_member.txt b/bert_results/pile_bert_410m_6_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2ce6599ce75a72a1d868c13cd45a15f43a82d16
--- /dev/null
+++ b/bert_results/pile_bert_410m_6_member.txt
@@ -0,0 +1 @@
+5.340384483337402
diff --git a/bert_results/pile_bert_410m_6_nonmember.txt b/bert_results/pile_bert_410m_6_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d62f7790995dfde4d51205f95d7866a45d82cfd
--- /dev/null
+++ b/bert_results/pile_bert_410m_6_nonmember.txt
@@ -0,0 +1 @@
+5.672661304473877
diff --git a/bert_results/pile_bert_410m_9_member.txt b/bert_results/pile_bert_410m_9_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c9eea0c6576b8359f083d157f71ffabecefff490
--- /dev/null
+++ b/bert_results/pile_bert_410m_9_member.txt
@@ -0,0 +1 @@
+5.219274520874023
diff --git a/bert_results/pile_bert_410m_9_nonmember.txt b/bert_results/pile_bert_410m_9_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..153ead290305414841d222caed6da564479b6cef
--- /dev/null
+++ b/bert_results/pile_bert_410m_9_nonmember.txt
@@ -0,0 +1 @@
+5.597596645355225
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..866a195b809430d557038082deac83c23ee07611
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8881734182535203
+
+Mann-Whitney U test statistic: p-value: 0.7002119824334063
+
+Anderson-Darling test statistic: -0.9014601843843442 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4dbc912adf002c31b3cee9ac3c3e27f1dffe00ca
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.5775628415987395
+
+Anderson-Darling test statistic: -0.516122393116026 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6da05802fdcaff2c98821aa5f2293542dba76640
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.338898887593032
+
+Anderson-Darling test statistic: -0.0377849390946894 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bdc41c0a294bb6659b95d4664431ad015ea857eb
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9990205551153967
+
+Mann-Whitney U test statistic: p-value: 0.9948835517224567
+
+Anderson-Darling test statistic: -1.133670095052969 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..856b5bd9b247bf645baf3439db4a10ecc502223e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.703196937788396
+
+Anderson-Darling test statistic: -0.008241032875557606 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db333e168a1e2962314daca646f049a4cf852660
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_arxiv_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.38309112567259496
+
+Anderson-Darling test statistic: -0.4628655505414441 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f53711096a09205082a57deb1a95ea624d139bb8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00034775170271509687
+
+Mann-Whitney U test statistic: p-value: 0.00012305675775309467
+
+Anderson-Darling test statistic: 9.250136853031856 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f44869d60c96c55d8933cbc3127e8ef200ce4009
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.6368326259711731
+
+Anderson-Darling test statistic: -0.3382366168323409 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25d165933f8cfa49f908fb8261b416924eae5b02
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.01124932354271269
+
+Anderson-Darling test statistic: 3.306218023061559 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e47d50c065853c1ee2aa64f5caae9a2da7573026
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.5887704346346143
+
+Anderson-Darling test statistic: 0.339756438049432 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a7f6684b62e621215aefd8ad7332096b3ce3812
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00023854664270315346
+
+Mann-Whitney U test statistic: p-value: 0.004156585050830879
+
+Anderson-Darling test statistic: 6.018893564930551 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c60327a22f59225a39e9d9ffe4358bf7b9a0cbff
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_bookcorpus2_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.26314736168196895
+
+Anderson-Darling test statistic: -0.1022971408117447 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_books3_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83677872e219c65ef580ea6a7e4ba87f339d3964
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.11470769825691296
+
+Anderson-Darling test statistic: 1.283570675497156 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_books3_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e500d7d95ecd98b90107944e313e7d9eb69e14b7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.7369064838523056
+
+Anderson-Darling test statistic: -0.44021832655615073 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_books3_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc3ae3b68a3a967bd311ba966e735b4b38e41cec
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 9.23442040824848e-11
+
+Mann-Whitney U test statistic: p-value: 2.521402364680074e-14
+
+Anderson-Darling test statistic: 39.24651691384289 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_books3_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a460120fd0030b3e444f3c15832533c5a4d3497
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.7865469660856904e-11
+
+Mann-Whitney U test statistic: p-value: 2.000531809322704e-16
+
+Anderson-Darling test statistic: 45.289999493646 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_books3_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..00081f53d99ea33a8d2eaac7e4ca7c0566e93769
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.5333560343145265
+
+Anderson-Darling test statistic: 0.2534825418581802 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_books3_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_books3_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cdd59ad15fc39268c53dedd6bc335e02fa532f77
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_books3_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.8341164123363864
+
+Anderson-Darling test statistic: -0.7353305960761898 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_europarl_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..13df69fed5d3c4a25a5a61a216437eafaa5f4a64
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.3598954602798138e-05
+
+Mann-Whitney U test statistic: p-value: 2.4076725627012403e-05
+
+Anderson-Darling test statistic: 10.945807850778133 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_europarl_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1aa9e4668ea071b74adc6248ba05ef8e059da7fd
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.33662429354763845
+
+Anderson-Darling test statistic: 0.4626362195155371 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_europarl_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dafbb39cac7c664445462fea7809bedc88affc7c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.029225323426275904
+
+Mann-Whitney U test statistic: p-value: 0.027272778513133214
+
+Anderson-Darling test statistic: 2.5876405408106637 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_europarl_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e0c59a15947f7b7354b4acf5192982eb307eb31
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.5032445274245763
+
+Anderson-Darling test statistic: -0.2957042013666116 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_europarl_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..123b3f8181f0af9a6aa93292ebc0ddb2fcd9e51e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.016419747628015877
+
+Anderson-Darling test statistic: 3.099565579632431 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_europarl_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_europarl_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eaad7783234315d1a243de3f603233935054a8cc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_europarl_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6496725686317109
+
+Anderson-Darling test statistic: -0.5793585360512922 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..eb166bd0c8ffe7c5c3c5db6fd88dd1a36f2e1f32
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.1503822182888612
+
+Anderson-Darling test statistic: 0.40786563494324063 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6744faff61c6a2e3c5b219546b5491c3653db3b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.3185959679544492
+
+Anderson-Darling test statistic: -0.29381893230003314 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fb2df9b434711d30caba7ee120bdb8c4da10d810
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.28682351684336793
+
+Anderson-Darling test statistic: 0.06795470296214504 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d762fc55a8eec6a78628446f9269a7e3b07c5c57
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.5109052959632192
+
+Anderson-Darling test statistic: -0.24159507862218868 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fa2a9c3f6ba2b9743cf4274de4bf9969a95336b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.9587400002181794e-05
+
+Mann-Whitney U test statistic: p-value: 5.7351758431585906e-05
+
+Anderson-Darling test statistic: 10.63452559682238 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4baf1d81db109915c63678dae88ea188009d4faf
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_freelaw_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.2181126406393008
+
+Anderson-Darling test statistic: 0.48539221026360335 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_github_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..81d52a4c56e9035a712d1381dd5d84d4e8e81fde
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.17847470599949644
+
+Anderson-Darling test statistic: 0.3512860826138116 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_github_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c8d662e7e0ed51c646f3fbd6bc01b175cb643e44
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.591916780716901
+
+Anderson-Darling test statistic: -0.744388160997747 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_github_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2e28fc1e57a78ec0192280518e2cf9afbfe92958
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.1842282722030435
+
+Anderson-Darling test statistic: 0.0720612079370173 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_github_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..619d4274b0ba98fcc92f03c560cb4947cb0bd5f7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.026525568490243918
+
+Mann-Whitney U test statistic: p-value: 0.16722669102414023
+
+Anderson-Darling test statistic: 0.7778925778064376 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_github_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..28937ee92bb844ac683040dc83c69c19b510d9ff
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.12051526066065596
+
+Mann-Whitney U test statistic: p-value: 0.1213381724183664
+
+Anderson-Darling test statistic: 0.7709881546319385 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_github_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_github_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..937d20631192c4a407e052a2bc9cc8bb7da5a563
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_github_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.3726860620946646
+
+Anderson-Darling test statistic: -0.1322977920133021 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e30e02c08f557c72bcf9eae5ce4e2c2a985d3f4f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.237478316483137
+
+Anderson-Darling test statistic: 0.017374045442150137 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..856db1723bc5021173d2b0f551a85494d80c08b7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.5539506070736695
+
+Anderson-Darling test statistic: -0.1966803204776479 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c6c4eedcb04e9ce08cdc7014f68e643abaa18294
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.28779764348473313
+
+Mann-Whitney U test statistic: p-value: 0.5349856721703783
+
+Anderson-Darling test statistic: 0.7589876380880345 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a91c98c9640e735fd28a69475fae5b855a2889a8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.3144113923081423
+
+Anderson-Darling test statistic: -0.1248835151469385 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a803cd46c846128802b420ccdc8d04c0f2ac96df
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.24952709895684266
+
+Anderson-Darling test statistic: 0.7052134679235004 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6272d284e25ac6e389c5605a71ab9690670090cf
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_gutenberg_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.6851610328982443
+
+Anderson-Darling test statistic: -0.5415910403876624 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..50d6da2ffdeba7558a4194715701e2dc891ba575
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.1663899670471337
+
+Anderson-Darling test statistic: 1.0046919970165038 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5ef3454a88db290802d03dea3cdbb9cbb8b2749
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.3339054068591467
+
+Anderson-Darling test statistic: -0.0785179988621075 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6bdd43886e97ab32b96105390f52cc1a02def3d0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.5903248715343961
+
+Anderson-Darling test statistic: -0.18890454510500598 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..011294440555b579b2c125b8ec2aeb2072d03afd
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08519951696815599
+
+Mann-Whitney U test statistic: p-value: 0.2624709387788001
+
+Anderson-Darling test statistic: 0.4881394639146451 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f19b0a6b8b841af084f11ac9ed67703ed7442bf7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.2105921632717298
+
+Anderson-Darling test statistic: 1.6693547187728823 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e44b685f64b32ea8fb866443c61706a7f0ac25f4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_hackernews_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.9241088448763358
+
+Anderson-Darling test statistic: -0.3524533644328067 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_math_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..24003f55ec59ad1bbc9201fd63af0df070e7ff2f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.8053609461001485
+
+Anderson-Darling test statistic: 1.1291473061782449 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_math_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a31cd5f4ad830e6d64eca7cc6570114eac9b34cc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9377688666891416
+
+Mann-Whitney U test statistic: p-value: 0.5181562635275154
+
+Anderson-Darling test statistic: -0.8551473151578615 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_math_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b58a7eaa7aaa2120d16cea15e9c0352e993d0b8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.34325509725964165
+
+Anderson-Darling test statistic: 1.417456214384757 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_math_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11d4ba84c25c48eafb72408d4cc8236fd692634b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.8038545236743967
+
+Anderson-Darling test statistic: -1.065715514641458 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_math_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..17f468c217eaea91e9fdff599d0da544bd08c134
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.38495498460028654
+
+Anderson-Darling test statistic: 0.9764376542315695 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_math_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_math_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..425afa01e83b59494613abe21414146ce7276a2d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_math_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9931876872902919
+
+Mann-Whitney U test statistic: p-value: 0.9232162867999386
+
+Anderson-Darling test statistic: -0.986044511492835 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_nih_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_nih_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1cc12a0faf566c1bb7dd8df3236853f683b669c1
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_nih_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.600431069953262e-06
+
+Mann-Whitney U test statistic: p-value: 1.8479451332439873e-06
+
+Anderson-Darling test statistic: 14.242229376899706 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_nih_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_nih_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ca7430d5d56b8d6683ddae13dff9c086cdcb23a8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_nih_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.35067009912983493
+
+Anderson-Darling test statistic: -0.08963358772232906 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_nih_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_nih_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1d11f9936d634d0483ee2d76b1fb34b56c3f14d0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_nih_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0009798565533609077
+
+Mann-Whitney U test statistic: p-value: 0.0013436429993974133
+
+Anderson-Darling test statistic: 7.1532480181173845 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e05c9286070b38bc34d2ff90ab777252950f6e3b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+
+Mann-Whitney U test statistic: p-value: 0.3840036179403389
+
+Anderson-Darling test statistic: 0.883632104908702 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..15d0d15de901a91a9c6d5b6f22187b7604445e64
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.46302808487372815
+
+Anderson-Darling test statistic: -0.6176345905619589 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e081f18e41e1a8167d92b1ae2c6bb436bd3fe88c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14836452078962484
+
+Mann-Whitney U test statistic: p-value: 0.401603840481943
+
+Anderson-Darling test statistic: -0.16927442368608914 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..34bd796baf389de6a682bafa1e90689537e32049
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6766378393547248
+
+Anderson-Darling test statistic: -0.011983265072279963 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ea01151f82dc9bdd0f9d9b5104e1ec047929cf5
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.132043508239274
+
+Anderson-Darling test statistic: 2.589195839542467 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..752701e9e99088f550f56c1220fcbe8f8066c7b9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_opensubtitles_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.5918736378899414
+
+Anderson-Darling test statistic: -0.7744938961965161 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f56d9dd8227ddf0370503f47f08c47c9cef3409
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.7231218176713554
+
+Anderson-Darling test statistic: -0.38236278573284377 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f59b313570683f47b4d1fe48d10b2cba203b3dc5
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9931876872902919
+
+Mann-Whitney U test statistic: p-value: 0.9417682420762952
+
+Anderson-Darling test statistic: -1.0244470003043746 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c124b3ddb1f9b13c9707f9fed19d2b5bbfb7fad
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.04839715079181246
+
+Mann-Whitney U test statistic: p-value: 0.6035375378471136
+
+Anderson-Darling test statistic: 2.061018919557781 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..df86f204dc99942d54133604bd7660fd627b48aa
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.799458350749278
+
+Anderson-Darling test statistic: -0.5130677279178375 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93a916aabe960e645941799ac15476a46c3c5b01
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.4958399697664334
+
+Anderson-Darling test statistic: 0.2026588940364583 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e59413596eb5c3b1667a67dfaaf203c067d63dba
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_openwebtext2_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.5930159573521726
+
+Anderson-Darling test statistic: -0.6727307251639228 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_philpapers_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_philpapers_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4fe59af1aea45a3a81ddd4b5a94088f0d72331b6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_philpapers_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.7838728700498736
+
+Anderson-Darling test statistic: -0.686075271731181 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_philpapers_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_philpapers_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eb6615828d68a52c381fbfaacc56d921930cd8d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_philpapers_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.9144528919094244
+
+Anderson-Darling test statistic: -0.5695998413514928 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_philpapers_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_philpapers_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b8a625e88022f4edd4caf71eaf212b0b99a64ad4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_philpapers_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.9526625209276821
+
+Anderson-Darling test statistic: 0.02321206487346856 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9fd3db341035c7bac5e3470ff9c0e66a509edb9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.8110776435219798e-06
+
+Mann-Whitney U test statistic: p-value: 1.7365694410053877e-09
+
+Anderson-Darling test statistic: 23.505949123430074 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1c7dfd42c89af6eb27a7c9575a9aa68b7cb67750
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.753892275254066e-07
+
+Mann-Whitney U test statistic: p-value: 3.635084181548075e-08
+
+Anderson-Darling test statistic: 19.83981431825231 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8fa8cf5425a33bcac7ce749e93e0b559fd59adf9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_abstracts_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.8757637326490841
+
+Anderson-Darling test statistic: -0.595344500154031 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1def11910e79488f8bcf539e147e924746d29fab
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.14492336502283276
+
+Anderson-Darling test statistic: 2.039556497646225 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f52049abf6184a85bb6cbc9d36daf90b4a39f0fe
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2537813865951039
+
+Mann-Whitney U test statistic: p-value: 0.15197414677548007
+
+Anderson-Darling test statistic: 1.257988782530012 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..43b4425ba0ebb1eb62889a8199829fecb3bcdb4f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.12180529908414471
+
+Anderson-Darling test statistic: 1.6731049923301125 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b5b5cf8e2f559ab826cb7a2b403d6066bd580849
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.6627080422002161
+
+Anderson-Darling test statistic: -0.6200444954696788 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..83b90e40e318afd110e152084dd406fd2a13aa00
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.5633058287044848
+
+Anderson-Darling test statistic: 0.19591803356266008 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a20facd9496df279193ec99fce2e22197046d4c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_pubmed_central_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.3337056123713782
+
+Anderson-Darling test statistic: -0.22691102526557733 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ec9403d152dca98640ee9d44a82a66cde557c83
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.032549473768586e-16
+
+Mann-Whitney U test statistic: p-value: 1.0661423440479384e-18
+
+Anderson-Darling test statistic: 50.54994884358796 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..408735755a19b1562ea6702bef825febe0cbcd33
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.5071215951753112
+
+Anderson-Darling test statistic: 0.9673311216543442 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1864c74b5404c20059fa875e35552efe12698be0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.6131216618004355e-18
+
+Mann-Whitney U test statistic: p-value: 2.153099325544287e-20
+
+Anderson-Darling test statistic: 56.952582396140755 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b7e28922cf2c1c44de8a598ef0e60272ddc2c3ab
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.1104549825047318
+
+Anderson-Darling test statistic: 1.0176097501141113 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b767e6fdd2b50468368ec6f6f7f432a7be7d4e0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.332572779609904e-16
+
+Mann-Whitney U test statistic: p-value: 3.9669162528067316e-17
+
+Anderson-Darling test statistic: 46.58647988889274 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37ca29538868c6ddab222cd2d60d11c3fae0c28e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_stackexchange_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.3276844809018844
+
+Anderson-Darling test statistic: 0.24711607554263978 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d301ba98c04b3f9e771bf42765777dc1f35d90e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.029207033513637282
+
+Anderson-Darling test statistic: 4.626431817824723 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d49b0395cd2a8c8253936bf2825f901042ae0a97
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9749460951343669
+
+Mann-Whitney U test statistic: p-value: 0.7962944269333148
+
+Anderson-Darling test statistic: -0.6516767541979399 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0bd014d3b856f44690049f01de51a16e2228784c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.3171469035180925
+
+Anderson-Darling test statistic: 1.813083719604794 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d719abe46d1c6be90fcbc77cb5eac8c86209936
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.2850024490402402
+
+Anderson-Darling test statistic: 0.39969269594224494 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f51568eca760642a925f8175102cfccbb462e48
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.005306868855560685
+
+Mann-Whitney U test statistic: p-value: 0.011307924385306142
+
+Anderson-Darling test statistic: 5.907199850202819 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..61bfc2900669800b9167aad8be217358d8de644f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_ubuntu_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07438060268853744
+
+Mann-Whitney U test statistic: p-value: 0.3160995904863575
+
+Anderson-Darling test statistic: 0.63547415339246 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_uspto_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a226e330c6ce4a3f7801a54e1bb8cee23c983db2
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.033253124816560224
+
+Mann-Whitney U test statistic: p-value: 0.020509156973393946
+
+Anderson-Darling test statistic: 3.2634611761269436 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_uspto_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..99df2be5740fb41475c9ecf059059083bf16905d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.8388666493960506
+
+Anderson-Darling test statistic: -0.08798887892686949 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_uspto_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..44d4faa0cd6a247087b656f75992a0462ba805d6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 4.872295384883887e-05
+
+Mann-Whitney U test statistic: p-value: 2.956862392947805e-05
+
+Anderson-Darling test statistic: 10.715016187376204 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_uspto_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49a0b01bd14a714ceaeb775b1bd7ac03ff9dcc87
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.49882498244310003
+
+Mann-Whitney U test statistic: p-value: 0.504719054692162
+
+Anderson-Darling test statistic: -0.1473955889653196 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_uspto_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..741fa801974f6b5e6e8f056d56617ac96267d846
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.02282893921504156
+
+Anderson-Darling test statistic: 2.6109387018299235 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_uspto_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_uspto_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f454a14e9632e2e641dd80331ed050a48bd3336e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_uspto_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.8134326374703574
+
+Anderson-Darling test statistic: -0.07711666724654014 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9666408625486c2659d0c41735dcc96d04b8fc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.7367438687631622
+
+Anderson-Darling test statistic: 1.8742123255073786 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c2f3d6ea2690887b1eaf9b6811cdf26c17ca437
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.8770664913288708
+
+Anderson-Darling test statistic: 0.4030352699386064 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..56959a0600d79b88fd6fd4d2a12def8dc90cce62
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.051038698888139056
+
+Anderson-Darling test statistic: 3.1074328369151862 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8c0d99725212c8930a5e478ab0f4a1a075674e9e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.18951343103314944
+
+Anderson-Darling test statistic: 0.2336360067249459 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d6ae10e99965d18489b77397d508863534b8e552
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.12908644955844073
+
+Anderson-Darling test statistic: 2.241920512407723 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8eb6b1c20c274eb5b144ddeb00853a033ce5a2a7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_wikipedia_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.6864732151996595
+
+Anderson-Darling test statistic: -0.8197110813880993 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26a4d07e0873fb22468bfe696247cd80fb3aba32
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 4.944209857281109e-11
+
+Mann-Whitney U test statistic: p-value: 1.982733753987886e-07
+
+Anderson-Darling test statistic: 31.697455123470483 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46ff58cb68b1e6c06452fb3e54d902d061dc83b6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.12656125006887983
+
+Anderson-Darling test statistic: 0.517759296995487 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a9e63640f2acd562923c30bcc6de096730b7884
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.763913130197589e-11
+
+Mann-Whitney U test statistic: p-value: 3.431789642620473e-07
+
+Anderson-Darling test statistic: 31.956090795840108 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..850abddcda6cdc28bd968b40e1971b946eabcad0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.5790113352944426
+
+Anderson-Darling test statistic: -0.6759207275690092 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..065a58c29bddf48cde55519996cfb21410110dd7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.728163385319411e-10
+
+Mann-Whitney U test statistic: p-value: 2.647044759464853e-07
+
+Anderson-Darling test statistic: 29.17923927828371 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f9678b764c3c25e8c646f59cd5aedb154f58fae0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_12_youtubesubtitles_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18110630355010623
+
+Mann-Whitney U test statistic: p-value: 0.33887407097380773
+
+Anderson-Darling test statistic: -0.14994667316105986 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..969a29d91a182d55f6f782811cc55f10650e611c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.3692631327179039
+
+Anderson-Darling test statistic: 0.021260876725117988 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..82cfe33e618b8ead9ac25e09e1d57a8cafcab15a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.19800969193017148
+
+Anderson-Darling test statistic: 0.3341374560441995 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c07ea8b146844b54390df5b6f06a7bb1a53addad
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3136800387320582
+
+Mann-Whitney U test statistic: p-value: 0.16917009534232108
+
+Anderson-Darling test statistic: 0.8935941461779621 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66f0d3703aeab4b9f772bccc2e4361a6a62a690b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.5006282075224692
+
+Anderson-Darling test statistic: -0.6724559003750674 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1fdb9e99ec114640325d1b6ab59e602c3c521f9a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9136894237272155
+
+Mann-Whitney U test statistic: p-value: 0.9617358941354446
+
+Anderson-Darling test statistic: -0.663154552792973 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46118ac798e7a4822c863e81d10395cfffe11dc8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_arxiv_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2537813865951039
+
+Mann-Whitney U test statistic: p-value: 0.2120836570387017
+
+Anderson-Darling test statistic: 0.15446136498801002 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ed74e5052ec5c70dc1a05a4d6ae5db8eb7214f9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0008613642727365059
+
+Mann-Whitney U test statistic: p-value: 0.000180299919840955
+
+Anderson-Darling test statistic: 9.053488888759816 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fca1c7069ba177e41b084077155b0be0c1c0ba87
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.202685906985569
+
+Anderson-Darling test statistic: 0.16676385729059798 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd39ffaffbed9f1564105884cabab02314720f72
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.0006374296915101354
+
+Anderson-Darling test statistic: 6.936700507905073 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d2077912f6bd6ca3dfd021e57426618a68cd62fb
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.42857870265490094
+
+Anderson-Darling test statistic: 0.10268149056131712 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..af312c13619ccabf1885d061c91a48c886e6b7ed
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.006185603570160095
+
+Mann-Whitney U test statistic: p-value: 0.003434303172866992
+
+Anderson-Darling test statistic: 6.073340365620353 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1260dee794a09fa6f71da5d1c41eefdbb914e0c4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_bookcorpus2_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.8341164060810542
+
+Anderson-Darling test statistic: -0.843386050438651 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_books3_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..307f921af617d784d48209ecb19fc78d0cbe674f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.669830320596686e-07
+
+Mann-Whitney U test statistic: p-value: 1.218508070054146e-06
+
+Anderson-Darling test statistic: 18.917094761959987 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_books3_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0cccb788f90e656e865eb5ef102d17e93ea0947d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9749460951343669
+
+Mann-Whitney U test statistic: p-value: 0.8265388711275268
+
+Anderson-Darling test statistic: -0.8324528947366612 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_books3_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..68f42d5979648ed73c4f61f03beda90f96b94f68
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.004543821879051605
+
+Mann-Whitney U test statistic: p-value: 0.0018827285683005815
+
+Anderson-Darling test statistic: 6.514168929710366 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_books3_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5c07306cf165216a04f4caa3f48cd41155f869d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.195560687016057
+
+Anderson-Darling test statistic: 0.6891616648194807 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_books3_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..21e258122fe941889c5722733b65a17b5baee4ff
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.433746373578779e-33
+
+Mann-Whitney U test statistic: p-value: 5.0348294179807274e-42
+
+Anderson-Darling test statistic: 124.85568097974566 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_books3_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_books3_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cdb969e06b67eeba41088f1cd7f4a3bb7610a1b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_books3_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07438060268853744
+
+Mann-Whitney U test statistic: p-value: 0.010321675289363253
+
+Anderson-Darling test statistic: 3.389454244980855 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_europarl_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..90fa0ca84300be28d1bba0f61121c7e4445d2a3f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.209982841805882e-05
+
+Mann-Whitney U test statistic: p-value: 1.103149696669365e-05
+
+Anderson-Darling test statistic: 12.074900110835 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_europarl_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c4aba1bd0e330d130b6644476f3bcc2457220ded
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8801366666618285
+
+Mann-Whitney U test statistic: p-value: 0.7740862782548791
+
+Anderson-Darling test statistic: -0.6452908848378476 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_europarl_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1151086210fa46387cc3fd20a4f78a80392ed96a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.06917625399020766
+
+Mann-Whitney U test statistic: p-value: 0.04647765490730224
+
+Anderson-Darling test statistic: 2.237442270007686 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_europarl_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d1a3f1e9b77e6cca2fb02214b9143b6885dff0c2
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.637870850879176
+
+Anderson-Darling test statistic: 0.24004715498599824 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_europarl_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ffe09882c1462c277ba47913eba1d775aea2fbf4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.004934528718310782
+
+Anderson-Darling test statistic: 4.763700176759937 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_europarl_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_europarl_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c7ef77af943a70417043a2a53db2e138806068d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_europarl_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8446068086091301
+
+Mann-Whitney U test statistic: p-value: 0.9060153325796598
+
+Anderson-Darling test statistic: -0.752093881715241 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2d02ea37a41081b667f6b3608f322a1ef5756931
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.006185603570160095
+
+Mann-Whitney U test statistic: p-value: 0.01255005164163615
+
+Anderson-Darling test statistic: 4.329120825345124 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b9c2d23b2d98f49bae3af14d8ad0be20b3bc9645
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.40951724346424234
+
+Anderson-Darling test statistic: -0.48599325838753593 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bfd4fcba6f2c13312b9f430b113011a019ded753
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3136800387320582
+
+Mann-Whitney U test statistic: p-value: 0.37320332565727365
+
+Anderson-Darling test statistic: 0.3409708568162859 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9d7c38cb327082009f7d51faa29cf2719e7c7292
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9113854196272739
+
+Mann-Whitney U test statistic: p-value: 0.730931728961695
+
+Anderson-Darling test statistic: -0.9143012819558227 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fc9246d5393d3adab11340c80638c6107cd754c8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.6149819180713042
+
+Anderson-Darling test statistic: -0.6321023831908517 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..908b172d27789270b0b81effc1999c47f6b5768e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_freelaw_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.49685808089166716
+
+Anderson-Darling test statistic: -0.7236619472446576 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_github_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96a656e450d81ef137799ce472617487dcd99d0f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.04520948145963114
+
+Anderson-Darling test statistic: 2.674271613905185 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_github_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..06ac32f80bc5ae9cf5482a56c6b8d4a2d8c80d01
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.4153925528572109
+
+Anderson-Darling test statistic: -0.4931086752011175 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_github_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d772f4c7a585d14f4f6cc07100d3d1c5dd66802e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.10014631270444543
+
+Anderson-Darling test statistic: 0.9775573734342846 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_github_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..04f87319b4ed534553223664d08047d6b0ae462f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0006411530498207331
+
+Mann-Whitney U test statistic: p-value: 0.0026932761584365066
+
+Anderson-Darling test statistic: 6.382812096751056 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_github_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fca59aaef354f4889eb570b6d3f68f2582bbb4c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.0006453482479131711
+
+Anderson-Darling test statistic: 6.758207689048275 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_github_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_github_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a6dc1c07b551cd91224c4b6a81bd59e064f1d44
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_github_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.06657790134572787
+
+Anderson-Darling test statistic: 1.3186417430524149 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fff49fc343ccda2b2a4de93af2ef2c481eac4393
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.026795545657778582
+
+Anderson-Darling test statistic: 2.5823414744134894 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..558cc8864d8d1517a8eac5018d98ff650e691a62
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.09572382186768368
+
+Anderson-Darling test statistic: 0.7859082610018517 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0ae14b13a4fcb541e1c280d890c5fadeaec026b6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8282194040312439
+
+Mann-Whitney U test statistic: p-value: 0.5794136044664173
+
+Anderson-Darling test statistic: -0.351930923446515 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b590dc22c3b3d96a9b805486922abbf5ee39901
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.4389839328646723
+
+Anderson-Darling test statistic: 0.2784658263956946 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3f55820219d4ad7f6f54cc5758502ccdb2c3de36
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.04238196580107103
+
+Anderson-Darling test statistic: 2.05947460893428 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a68d6c397786be80b4ce435cd5b51ceed7709b9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_gutenberg_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.19576799069533724
+
+Anderson-Darling test statistic: 1.3211218184764135 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..01aa421fb97be6d32a822dd7b836bcbd242d1fd8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.27363274308218943
+
+Anderson-Darling test statistic: 0.8082138168170541 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec6c6c6d296d31841770b27c6e9d0689f1423bd6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.7167108961680272
+
+Anderson-Darling test statistic: -0.06171508771034555 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6326de4d147b080fdf44624e958bd74aa1fcbb
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.0025649749814690976
+
+Anderson-Darling test statistic: 5.780457044389554 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e1f58c67518364208dd3528eed8eeb88c045ac59
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.27834305910550405
+
+Anderson-Darling test statistic: 0.40904656967974207 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2a8be5e1066304337f80f3abf17c683a694fa39e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.23501611027620928
+
+Anderson-Darling test statistic: 0.09216688886256227 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6712a760543de7259fee33eb7a6c91a663efd1bc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19008408110929975
+
+Anderson-Darling test statistic: 1.4716508987979235 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_test.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..abe1e8d3b4cb2ef7970ca3bc70bc95b60b594170
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_4e-05_test.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+
+Mann-Whitney U test statistic: p-value: 0.5942296701455815
+
+Anderson-Darling test statistic: -0.016697282856584453 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c36bb8243f3c09a94eb73f3af62e5fec453387be
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.1490903439098244
+
+Anderson-Darling test statistic: 1.1010337231868172 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ddf0f8ba18d273aef8be09278128ac617bc76f09
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.511500642954759
+
+Anderson-Darling test statistic: -0.37849575036894184 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..534143746711a3b48162ad82ae4dee988b26ba3a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00967775474446886
+
+Mann-Whitney U test statistic: p-value: 0.0013220786151780205
+
+Anderson-Darling test statistic: 6.875410668661184 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_math_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d920581e6ff4f19c5f63eedba3f1a229f90d227
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.4937604792370399
+
+Anderson-Darling test statistic: 0.6374832356383225 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_math_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..25c346151a51ed05699a7f48c951a8f154d21f28
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.4905151061084464
+
+Anderson-Darling test statistic: -0.5803376008770499 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt b/bert_results/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c033d040406a44a011b740897d93d48c44f4b87d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.26666943055935854
+
+Anderson-Darling test statistic: 0.3095327180375197 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_math_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ea286218a4a3ae4c60c2561e461bbe4c6bce74fc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.5236301241263497
+
+Anderson-Darling test statistic: 0.3656294592384254 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_math_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c5cc8c25675e60ffab6e781cb12b990a2ddbff4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.22943542114872173
+
+Anderson-Darling test statistic: -0.05351303302149135 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt b/bert_results/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37633d629f44b79f7e53c93d39ac71a5d4247917
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.01808154945026572
+
+Anderson-Darling test statistic: 3.5202187018189193 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_math_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..96d6f9100415aa76ee1dc67fe39505193e026ec7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.37012017606173
+
+Mann-Whitney U test statistic: p-value: 0.36564675943927005
+
+Anderson-Darling test statistic: -0.22990695707585088 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_math_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3dd3572cc06ac70c94b47dfcf87b42f1a4ce5fea
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.026525568490243918
+
+Mann-Whitney U test statistic: p-value: 0.14899152596556456
+
+Anderson-Darling test statistic: 1.4483533753561324 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt b/bert_results/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23acde303d5a539edb28355a489dafaf78e5c8d5
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.00863356407188969
+
+Anderson-Darling test statistic: 4.700421367647042 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_nih_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_nih_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac5a2b823e1c2e2e61076693ce0006ea7603b177
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_nih_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.13689326928134507
+
+Anderson-Darling test statistic: 0.5481508610204259 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_nih_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_nih_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec90f3d8b36ff3d024bd7295b3ddb9257e544aca
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_nih_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.19882362738617154
+
+Anderson-Darling test statistic: -0.012137098018526735 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_nih_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_nih_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e96ce42e18311cdfea272aa8ba7fb4de6da72785
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_nih_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.15496433297715653
+
+Anderson-Darling test statistic: 0.22617352895633538 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..433d4c21fb579a92cf42fd0aaaadb71e65827fd9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.5513108978138893
+
+Anderson-Darling test statistic: 0.29719510519496545 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b087a5d55fb98d4eb3ff7dc8db01bdd3bb62aaf9
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.12580579413004994
+
+Anderson-Darling test statistic: 1.2273455100508335 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..74d1ad07066c902f3fcfbdf7d9bae256b2bf610d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5728904395829821
+
+Mann-Whitney U test statistic: p-value: 0.9071668099691258
+
+Anderson-Darling test statistic: -0.10934571389304802 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23172e893f5f318720475fb97c9225a9e85fbaed
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6303382421455401
+
+Mann-Whitney U test statistic: p-value: 0.4528201287092062
+
+Anderson-Darling test statistic: 0.006801109209102622 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3edcad1e3a84dc4176df3b9880b0c44406b11e61
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6854967337920594
+
+Mann-Whitney U test statistic: p-value: 0.6998888271287991
+
+Anderson-Darling test statistic: -0.6193564684047564 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7e7a31c491cefe1a6ce89dd52b757443637b3cc8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_opensubtitles_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.3810658013463258
+
+Mann-Whitney U test statistic: p-value: 0.17074103453817613
+
+Anderson-Darling test statistic: 0.7280398008585107 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..05b0134517842810da9090c17af7742606f0554d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+
+Mann-Whitney U test statistic: p-value: 0.28958263148788954
+
+Anderson-Darling test statistic: 0.2008758739309377 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..140ec6b3908f52af51d7b4d3415f722b2e6b7fd4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.5763434810256033
+
+Anderson-Darling test statistic: 0.2275059665222762 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7b878ca4bede999c8b6d3c419ee4117902058a5a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.11279792511821582
+
+Anderson-Darling test statistic: 2.1147261052612074 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7cbf4d23f473dcb3962de3e2e63fe881d6d9ded5
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9377688666891416
+
+Mann-Whitney U test statistic: p-value: 0.9996307789588035
+
+Anderson-Darling test statistic: -1.1138616839820479 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ec1476bc48e6d0b6e08030772945a321b4d1505a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.13712208448692198
+
+Anderson-Darling test statistic: 1.3591771192239708 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0c5f4fc4f9ca40c848ca55ea1b6cb1a1d85687f4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_openwebtext2_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.24952070529181958
+
+Anderson-Darling test statistic: 0.14167654021970183 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_philpapers_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_philpapers_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0dd3929936a31b34eef9513245ab1533b869990e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_philpapers_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.7034204223372036
+
+Anderson-Darling test statistic: -0.6022228035768498 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_philpapers_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_philpapers_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..500574d9ccdc01e52314742e3a5e7cc9dc424c6b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_philpapers_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.22583798640745512
+
+Anderson-Darling test statistic: -0.057211814303544356 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_philpapers_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_philpapers_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..caf42108152b74cd1feda020a8401d70317c58f4
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_philpapers_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.9253164366518253
+
+Anderson-Darling test statistic: -0.7770086253445639 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a5c123695b3d38eb7c8262bccf88cd53bfeb9b92
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.7166615238811853
+
+Anderson-Darling test statistic: -0.4754034108214213 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4bc373da6e98ab8a23c856c746be8209c9f837f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.34591770461911003
+
+Mann-Whitney U test statistic: p-value: 0.4775507917959554
+
+Anderson-Darling test statistic: -0.551242462297409 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6ac35a365f1b83d53c2a3a5a4fd098aa0de382ee
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_abstracts_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.4558206493094621
+
+Anderson-Darling test statistic: -0.5788216287611717 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fa650343a251ca3d7c71373fbba87e47fa6fe612
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.17869229742661774
+
+Anderson-Darling test statistic: 0.48811992620646877 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d763619d9b289e237370a7887975742474334117
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.8929335105518846
+
+Anderson-Darling test statistic: -0.713762585154196 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3938ebed558e031ff3552093fe81c9acaba1cb80
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9542189106778983
+
+Mann-Whitney U test statistic: p-value: 0.9685881865468734
+
+Anderson-Darling test statistic: -0.8514504783510689 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a1ecdd77246e1816c4d0464bcd3731942abdb51f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5415635437637537
+
+Mann-Whitney U test statistic: p-value: 0.6962166054385224
+
+Anderson-Darling test statistic: -0.49186168668994645 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bb2615a3d61d78da3ec56000981b5fa4e81c8ac0
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+
+Mann-Whitney U test statistic: p-value: 0.8504009320212211
+
+Anderson-Darling test statistic: -0.5157107333107084 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a99c97ef8d9b3b17cec3873bfa76be561684d3e6
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_pubmed_central_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.9185444033446905
+
+Anderson-Darling test statistic: -0.7796563237895516 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9f2fd427f36a5fd0f8f9aefc8cac0f1b05bcb6c1
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.980114180184982e-14
+
+Mann-Whitney U test statistic: p-value: 1.6449131617713413e-17
+
+Anderson-Darling test statistic: 47.278175564674896 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..618aeb34e051f74f0624128f5f49190540121bcf
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14250036794955662
+
+Mann-Whitney U test statistic: p-value: 0.17496186563359295
+
+Anderson-Darling test statistic: 0.888222741215235 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2f7f7112c320faa3325faf1ca29ed3509a7f0b5f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.583096794215111e-16
+
+Mann-Whitney U test statistic: p-value: 1.1183202511432235e-20
+
+Anderson-Darling test statistic: 57.45734412826786 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e7878b8899291016c19cbd287b733cd66fb35e3e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08519951696815599
+
+Mann-Whitney U test statistic: p-value: 0.05509494737109418
+
+Anderson-Darling test statistic: 2.809453025131181 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6dad15bf4445859fb52a37917516d2311cd12740
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 2.077738639620064e-14
+
+Mann-Whitney U test statistic: p-value: 3.530539386830365e-17
+
+Anderson-Darling test statistic: 46.30324621532412 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1df9289d441db9ead4024bc59a575b83dcb3112d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_stackexchange_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9589556681079024
+
+Mann-Whitney U test statistic: p-value: 0.7950086019060711
+
+Anderson-Darling test statistic: -0.8734240491840652 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4d199bc2bb9ff7cc4eb2d570ecaa6830ad865e70
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+
+Mann-Whitney U test statistic: p-value: 0.7330096439048264
+
+Anderson-Darling test statistic: -0.7196981949787128 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9a14409ea44d6ed48ba7ea58ea6d1a1d4e27155f
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.20327081726036564
+
+Mann-Whitney U test statistic: p-value: 0.838814664087814
+
+Anderson-Darling test statistic: 0.6641954072099276 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a4683b41720374e3a4b674cee7dc9130ac309ba1
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.42692523328423104
+
+Anderson-Darling test statistic: 1.0226426111585492 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e95ad8efad0978e1aac49a21cce8dfcb93d5141c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4183565359944405
+
+Mann-Whitney U test statistic: p-value: 0.5506288934887633
+
+Anderson-Darling test statistic: 0.29868234483500733 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5cb3e38d833231c23299b150c34834d5a3ccf226
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.23917323115448397
+
+Anderson-Darling test statistic: 0.9136728485518731 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a7d8c97037f27001aa6022420d71df37b20a5ff2
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_ubuntu_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7201279155210275
+
+Mann-Whitney U test statistic: p-value: 0.637395856751778
+
+Anderson-Darling test statistic: 0.23583141832268228 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_uspto_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9974c4352e1166b7aeba13c75e7658b53b6aa3bf
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.04839715079181246
+
+Mann-Whitney U test statistic: p-value: 0.031565529369282315
+
+Anderson-Darling test statistic: 2.449368520551187 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_uspto_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5a404da70c5831a5762d163e3d34cbff8a7e7d95
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.7637711910268937
+
+Mann-Whitney U test statistic: p-value: 0.844139996362819
+
+Anderson-Darling test statistic: -0.6310571903114731 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_uspto_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b0f027acabdbc34323e37f45fece5a1fb83aec34
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.012912352230759101
+
+Mann-Whitney U test statistic: p-value: 0.012390586168633743
+
+Anderson-Darling test statistic: 4.096376247686105 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_uspto_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f7b9d4209f862f4867a81e6b05d8ae85baa3a3f7
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.7692766009885916
+
+Anderson-Darling test statistic: -0.808401109088004 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_uspto_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ce9351fb490d5ad5594a9a8cb78750fb2ddc0c02
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.12051526066065596
+
+Mann-Whitney U test statistic: p-value: 0.041071052595795625
+
+Anderson-Darling test statistic: 2.293867473144109 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_uspto_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_uspto_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..871138917c47fd9321a9c9c87acf5e1241405a53
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_uspto_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5855457127686159
+
+Mann-Whitney U test statistic: p-value: 0.7889057269609336
+
+Anderson-Darling test statistic: -0.369721900577708 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5213e57bed5abebb94a7e005a460767edb307e5a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0038826726503625613
+
+Mann-Whitney U test statistic: p-value: 0.1521247094923389
+
+Anderson-Darling test statistic: 5.5043271509853176 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bc693a4d385ec1e7e6aeded605ee0f9427e2fc5d
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8055429510652489
+
+Mann-Whitney U test statistic: p-value: 0.5333793715754291
+
+Anderson-Darling test statistic: -0.39839999122795633 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3ea05e3209adcce500fcc0f5ddc18eabc51fbd3b
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.18067414823554628
+
+Anderson-Darling test statistic: 2.4947080363127165 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9abeb525673fe429e0f8bee26482492440396037
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16088319925887937
+
+Mann-Whitney U test statistic: p-value: 0.11637587487696288
+
+Anderson-Darling test statistic: 0.76539679264863 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..817118c498093eeb4e8778adfcdc90c509f04e5a
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.03776014017220749
+
+Mann-Whitney U test statistic: p-value: 0.1070289681479591
+
+Anderson-Darling test statistic: 2.6577025858799015 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..db026f83d6b2f9e69241ef3f743aa13ae11b862c
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_wikipedia_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.45767049037575486
+
+Mann-Whitney U test statistic: p-value: 0.45657851974919605
+
+Anderson-Darling test statistic: 0.41849016995816146 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1fce0a4240b136c70b585f3eba22cc9abe12ce2
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.8563677968613695e-09
+
+Mann-Whitney U test statistic: p-value: 7.427545884310465e-06
+
+Anderson-Darling test statistic: 24.557780454869537 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..731c8ed27fa4c3107dedcc9a1786a8540415c1b8
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.2822707612238459
+
+Mann-Whitney U test statistic: p-value: 0.11757624761382225
+
+Anderson-Darling test statistic: 0.6170399025872693 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b3f277c3f09e7afac99163ba74d7203e6946664
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.3433151993983066e-08
+
+Mann-Whitney U test statistic: p-value: 3.205003971227172e-05
+
+Anderson-Darling test statistic: 22.731724828934595 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e9434ec17d4564dbf0c74cea5262d459636ff50e
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6754093117638234
+
+Mann-Whitney U test statistic: p-value: 0.6977125982962805
+
+Anderson-Darling test statistic: -0.6589894961370669 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e603f5795964aa0a92bcdc2e1f4ffb25c6682dbc
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.8563677968613695e-09
+
+Mann-Whitney U test statistic: p-value: 2.3150482205607268e-06
+
+Anderson-Darling test statistic: 27.548422173596055 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member.txt b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7c074a9d4336395b60e5a6256a713b9eeb638293
--- /dev/null
+++ b/bert_results/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_non_member.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.22746916259364516
+
+Mann-Whitney U test statistic: p-value: 0.18697887575766792
+
+Anderson-Darling test statistic: 0.2976865178031078 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_arxiv-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_arxiv-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46131929fb597865db4e67d7fff774cb501f04a6
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_arxiv-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14836452078962484
+
+Mann-Whitney U test statistic: p-value: 0.13511042231444176
+
+Anderson-Darling test statistic: 0.6451403847442329 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_bookcorpus2-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_bookcorpus2-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7357ff91320998f6f5e93fa74408ab49b42e51b
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_bookcorpus2-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.1303707309021018
+
+Anderson-Darling test statistic: 3.1362212050241665 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_books3-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_books3-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76bd2d77227674749b1035bc14f71d198348d8a1
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_books3-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19385650402184862
+
+Anderson-Darling test statistic: 2.1083527347512465 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_europarl-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_europarl-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cf94dc94b5f19c8eef1acca3dd65336027dda70
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_europarl-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.033253124816560224
+
+Mann-Whitney U test statistic: p-value: 0.013050514681064213
+
+Anderson-Darling test statistic: 4.127893240297826 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_freelaw-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_freelaw-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02009d11c06629d6170b7d8b2cbdc7979de54840
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_freelaw-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9969602438295625
+
+Mann-Whitney U test statistic: p-value: 0.7830855343541067
+
+Anderson-Darling test statistic: -1.041366993409769 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_github-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_github-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f6845e7666cde8d79ff69ae3c5376a3dbc0c62c
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_github-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.06153429181321559
+
+Mann-Whitney U test statistic: p-value: 0.009424367509138132
+
+Anderson-Darling test statistic: 3.943189729221495 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_gutenberg-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_gutenberg-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4609d8742785dcc7528b9008d2402af95d614da0
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_gutenberg-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.458724436864437
+
+Anderson-Darling test statistic: -0.038503138193013674 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_hackernews-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_hackernews-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8804493611f89b445eaaee8ae8f5651e32809007
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_hackernews-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.2043254903115872
+
+Anderson-Darling test statistic: 0.7455294539877458 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_math-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_math-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b3e2a87749833a1887475ea8182ff7ff76e01d6
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_math-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6101664688189142
+
+Mann-Whitney U test statistic: p-value: 0.6990369983674072
+
+Anderson-Darling test statistic: -0.2635366009827371 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_opensubtitles-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_opensubtitles-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7c1e8586bb042e77cd5c68bf7235639ef191dac
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_opensubtitles-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8282194040312439
+
+Mann-Whitney U test statistic: p-value: 0.9705644946183588
+
+Anderson-Darling test statistic: -0.7106846258680666 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_openwebtext2-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_openwebtext2-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80f7fe4e9e30407ddbe6d7569ed8959a4584c49a
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_openwebtext2-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5728904395829821
+
+Mann-Whitney U test statistic: p-value: 0.5486302580425407
+
+Anderson-Darling test statistic: -0.381689912550578 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_pubmed_central-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_pubmed_central-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d349e9a13b66610f6c86861d52b0dc51c6d12668
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_pubmed_central-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.20283858511574548
+
+Anderson-Darling test statistic: 0.4013561070893078 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_stackexchange-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_stackexchange-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a983f0888f53c544a647dee4053a4bc39b36440
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_stackexchange-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 7.369090300875429e-16
+
+Mann-Whitney U test statistic: p-value: 1.3041568615500991e-15
+
+Anderson-Darling test statistic: 44.720185143676076 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_ubuntu-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_ubuntu-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a70b172f098172fb3d56ec15851105f28649036
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_ubuntu-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.4297459018708595e-16
+
+Mann-Whitney U test statistic: p-value: 4.486995880890516e-11
+
+Anderson-Darling test statistic: 45.53762292965057 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_uspto-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_uspto-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e8d32fc44346ccd62f0073eef13a7b1369858b5
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_uspto-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.32179725785707636
+
+Anderson-Darling test statistic: 0.40504157938353164 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_wikipedia-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_wikipedia-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..493e0c59d2566baae89318d91cff038deadabc7e
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_wikipedia-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.022438659451142425
+
+Mann-Whitney U test statistic: p-value: 0.7613700359909882
+
+Anderson-Darling test statistic: 3.948314509463588 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_youtubesubtitles-checkpoint.txt b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_youtubesubtitles-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a8cb079859b0be817e859018be6c7123d2332dc
--- /dev/null
+++ b/bert_results/pile_subsets_ori/.ipynb_checkpoints/pile_full_bert_410m_youtubesubtitles-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.71066707235859e-10
+
+Mann-Whitney U test statistic: p-value: 1.8608284053918923e-10
+
+Anderson-Darling test statistic: 37.920665684677054 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_arxiv.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_arxiv.txt
new file mode 100644
index 0000000000000000000000000000000000000000..46131929fb597865db4e67d7fff774cb501f04a6
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_arxiv.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.14836452078962484
+
+Mann-Whitney U test statistic: p-value: 0.13511042231444176
+
+Anderson-Darling test statistic: 0.6451403847442329 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_bookcorpus2.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_bookcorpus2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d7357ff91320998f6f5e93fa74408ab49b42e51b
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_bookcorpus2.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.1303707309021018
+
+Anderson-Darling test statistic: 3.1362212050241665 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_books3.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_books3.txt
new file mode 100644
index 0000000000000000000000000000000000000000..76bd2d77227674749b1035bc14f71d198348d8a1
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_books3.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19385650402184862
+
+Anderson-Darling test statistic: 2.1083527347512465 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_europarl.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_europarl.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3cf94dc94b5f19c8eef1acca3dd65336027dda70
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_europarl.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.033253124816560224
+
+Mann-Whitney U test statistic: p-value: 0.013050514681064213
+
+Anderson-Darling test statistic: 4.127893240297826 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_freelaw.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_freelaw.txt
new file mode 100644
index 0000000000000000000000000000000000000000..02009d11c06629d6170b7d8b2cbdc7979de54840
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_freelaw.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9969602438295625
+
+Mann-Whitney U test statistic: p-value: 0.7830855343541067
+
+Anderson-Darling test statistic: -1.041366993409769 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_github.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_github.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1f6845e7666cde8d79ff69ae3c5376a3dbc0c62c
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_github.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.06153429181321559
+
+Mann-Whitney U test statistic: p-value: 0.009424367509138132
+
+Anderson-Darling test statistic: 3.943189729221495 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_gutenberg.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_gutenberg.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4609d8742785dcc7528b9008d2402af95d614da0
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_gutenberg.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.43260886958153144
+
+Mann-Whitney U test statistic: p-value: 0.458724436864437
+
+Anderson-Darling test statistic: -0.038503138193013674 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_hackernews.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_hackernews.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8804493611f89b445eaaee8ae8f5651e32809007
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_hackernews.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.2043254903115872
+
+Anderson-Darling test statistic: 0.7455294539877458 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_math.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_math.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b3e2a87749833a1887475ea8182ff7ff76e01d6
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_math.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6101664688189142
+
+Mann-Whitney U test statistic: p-value: 0.6990369983674072
+
+Anderson-Darling test statistic: -0.2635366009827371 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_opensubtitles.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_opensubtitles.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7c1e8586bb042e77cd5c68bf7235639ef191dac
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_opensubtitles.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.8282194040312439
+
+Mann-Whitney U test statistic: p-value: 0.9705644946183588
+
+Anderson-Darling test statistic: -0.7106846258680666 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_openwebtext2.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_openwebtext2.txt
new file mode 100644
index 0000000000000000000000000000000000000000..80f7fe4e9e30407ddbe6d7569ed8959a4584c49a
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_openwebtext2.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5728904395829821
+
+Mann-Whitney U test statistic: p-value: 0.5486302580425407
+
+Anderson-Darling test statistic: -0.381689912550578 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_pubmed_central.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_pubmed_central.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d349e9a13b66610f6c86861d52b0dc51c6d12668
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_pubmed_central.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.08689937254547132
+
+Mann-Whitney U test statistic: p-value: 0.20283858511574548
+
+Anderson-Darling test statistic: 0.4013561070893078 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_stackexchange.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_stackexchange.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8a983f0888f53c544a647dee4053a4bc39b36440
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_stackexchange.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 7.369090300875429e-16
+
+Mann-Whitney U test statistic: p-value: 1.3041568615500991e-15
+
+Anderson-Darling test statistic: 44.720185143676076 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_ubuntu.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_ubuntu.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3a70b172f098172fb3d56ec15851105f28649036
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_ubuntu.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.4297459018708595e-16
+
+Mann-Whitney U test statistic: p-value: 4.486995880890516e-11
+
+Anderson-Darling test statistic: 45.53762292965057 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_uspto.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_uspto.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1e8d32fc44346ccd62f0073eef13a7b1369858b5
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_uspto.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.21939649929677082
+
+Mann-Whitney U test statistic: p-value: 0.32179725785707636
+
+Anderson-Darling test statistic: 0.40504157938353164 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_wikipedia.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_wikipedia.txt
new file mode 100644
index 0000000000000000000000000000000000000000..493e0c59d2566baae89318d91cff038deadabc7e
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_wikipedia.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.022438659451142425
+
+Mann-Whitney U test statistic: p-value: 0.7613700359909882
+
+Anderson-Darling test statistic: 3.948314509463588 critical-value:1.9609999999999999
+
diff --git a/bert_results/pile_subsets_ori/pile_full_bert_410m_youtubesubtitles.txt b/bert_results/pile_subsets_ori/pile_full_bert_410m_youtubesubtitles.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a8cb079859b0be817e859018be6c7123d2332dc
--- /dev/null
+++ b/bert_results/pile_subsets_ori/pile_full_bert_410m_youtubesubtitles.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.71066707235859e-10
+
+Mann-Whitney U test statistic: p-value: 1.8608284053918923e-10
+
+Anderson-Darling test statistic: 37.920665684677054 critical-value:1.9609999999999999
+
diff --git a/bert_results/wiki/wiki_bert_12b_3_member.txt b/bert_results/wiki/wiki_bert_12b_3_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..928b4de0699eb716730287d64369cec71ba37af2
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_12b_3_member.txt
@@ -0,0 +1 @@
+3.047285795211792
diff --git a/bert_results/wiki/wiki_bert_12b_6_member.txt b/bert_results/wiki/wiki_bert_12b_6_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..20562014e40b90d51c4546621aeade0d0eac03ef
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_12b_6_member.txt
@@ -0,0 +1 @@
+2.837310314178467
diff --git a/bert_results/wiki/wiki_bert_12b_6_nonmember.txt b/bert_results/wiki/wiki_bert_12b_6_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c5b74ba2ccc76aa50a1c379bc62a28fd27fd8fc4
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_12b_6_nonmember.txt
@@ -0,0 +1 @@
+2.458798408508301
diff --git a/bert_results/wiki/wiki_bert_12b_9_member.txt b/bert_results/wiki/wiki_bert_12b_9_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..437ec2d4c16cfdf4b46de68a4ac8a985762b1670
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_12b_9_member.txt
@@ -0,0 +1 @@
+2.7957546710968018
diff --git a/bert_results/wiki/wiki_bert_12b_9_nonmember.txt b/bert_results/wiki/wiki_bert_12b_9_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2cbc071660b7d9bfb7d17cd18b6a06c9a1ae8c63
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_12b_9_nonmember.txt
@@ -0,0 +1 @@
+2.3468103408813477
diff --git a/bert_results/wiki/wiki_bert_410m_3_member.txt b/bert_results/wiki/wiki_bert_410m_3_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cc40dc67202d0566ec4a9694620607a024ec6771
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_3_member.txt
@@ -0,0 +1 @@
+1.3561716079711914
diff --git a/bert_results/wiki/wiki_bert_410m_3_nonmember.txt b/bert_results/wiki/wiki_bert_410m_3_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2e7572b2df38b4f4ba9b3ed47d8431eb02884bc
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_3_nonmember.txt
@@ -0,0 +1 @@
+1.0289816856384277
diff --git a/bert_results/wiki/wiki_bert_410m_6_member.txt b/bert_results/wiki/wiki_bert_410m_6_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..14bf9af3157cd57cbe4352bbd2405d811bed07f6
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_6_member.txt
@@ -0,0 +1 @@
+2.446446657180786
diff --git a/bert_results/wiki/wiki_bert_410m_6_nonmember.txt b/bert_results/wiki/wiki_bert_410m_6_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d9c81bd7118035c1178dcb61bfe82139afb41bc0
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_6_nonmember.txt
@@ -0,0 +1 @@
+0.9699141979217529
diff --git a/bert_results/wiki/wiki_bert_410m_9_member.txt b/bert_results/wiki/wiki_bert_410m_9_member.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8af8fb05d7e0fb89a5c01ea7ec54487d41635ddb
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_9_member.txt
@@ -0,0 +1 @@
+1.465851902961731
diff --git a/bert_results/wiki/wiki_bert_410m_9_nonmember.txt b/bert_results/wiki/wiki_bert_410m_9_nonmember.txt
new file mode 100644
index 0000000000000000000000000000000000000000..aca81f86b328012a405a7c75302f682f85e7cd17
--- /dev/null
+++ b/bert_results/wiki/wiki_bert_410m_9_nonmember.txt
@@ -0,0 +1 @@
+0.9009318947792053
diff --git a/bert_results_examples/pile_full_bert_410m_9_freelaw_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_freelaw_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..388379e0052052431b8c924bf89f115703e62aab
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_freelaw_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+    
+    Mann-Whitney U test statistic: p-value: 0.752799699323095
+    
+    Anderson-Darling test statistic: -0.390623761705889 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_hackernews_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_hackernews_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..12f7f450a258842ee2daa4b7f0f8f3054da1d5f2
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_hackernews_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+    
+    Mann-Whitney U test statistic: p-value: 0.32945773066775486
+    
+    Anderson-Darling test statistic: 0.9058237845400292 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_math_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_math_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ac5ca64182bb7e6282f4cac59dc972f99fa6f436
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_math_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+    
+    Mann-Whitney U test statistic: p-value: 0.5734146128530775
+    
+    Anderson-Darling test statistic: 1.0024797477623788 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_opensubtitles_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_opensubtitles_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c5327d0e0f3417c92764a5dcc80d6eb0c5b57af
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_opensubtitles_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.34112475112661245
+    
+    Mann-Whitney U test statistic: p-value: 0.8703128930140042
+    
+    Anderson-Darling test statistic: -0.006792474265366563 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3c7acc5b707b380b496c1fef2c31ca25c092a6c8
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.8881734182535203
+    
+    Mann-Whitney U test statistic: p-value: 0.7249482695314842
+    
+    Anderson-Darling test statistic: -0.8969985470466215 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_ubuntu_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_ubuntu_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9545eefe5431c0f91787ee65159b2bac51c3e260
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_ubuntu_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.0014488954599620356
+    
+    Mann-Whitney U test statistic: p-value: 0.0006365188217279374
+    
+    Anderson-Darling test statistic: 8.982955151582372 critical-value:1.9609999999999999
+    
diff --git a/bert_results_examples/pile_full_bert_410m_9_uspto_600_8e-05_test.txt b/bert_results_examples/pile_full_bert_410m_9_uspto_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e2e2b79ff09053b87c30ac3ba5cfefa4fd2186da
--- /dev/null
+++ b/bert_results_examples/pile_full_bert_410m_9_uspto_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.4659595288557257
+    
+    Mann-Whitney U test statistic: p-value: 0.33942177856777356
+    
+    Anderson-Darling test statistic: -0.04103346554814941 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt b/bert_results_ft_more_layers/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..67544f7c22fcd987676bf16948ad8a7c755c6588
--- /dev/null
+++ b/bert_results_ft_more_layers/pile_full_bert_410m_9_pubmed_central_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.5728904395829821
+    
+    Mann-Whitney U test statistic: p-value: 0.31705305619342516
+    
+    Anderson-Darling test statistic: -0.2662893284605392 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_arxiv_epoch_9_mlp/pile_full_bert_1_4b_9_arxiv_600_8e-05_test.txt b/bert_results_ft_more_layers_arxiv_epoch_9_mlp/pile_full_bert_1_4b_9_arxiv_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..66ec3496793bbab7cf1f0491e2c0518c6e5b2a89
--- /dev/null
+++ b/bert_results_ft_more_layers_arxiv_epoch_9_mlp/pile_full_bert_1_4b_9_arxiv_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.7593695685682871
+    
+    Mann-Whitney U test statistic: p-value: 0.6600378087376474
+    
+    Anderson-Darling test statistic: -0.3631893684257072 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_bookcorpus2_epoch_9_mlp/pile_full_bert_1_4b_9_bookcorpus2_600_8e-05_test.txt b/bert_results_ft_more_layers_bookcorpus2_epoch_9_mlp/pile_full_bert_1_4b_9_bookcorpus2_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26ec2d97bc15dea471e725e1f9db38f4c396ba4f
--- /dev/null
+++ b/bert_results_ft_more_layers_bookcorpus2_epoch_9_mlp/pile_full_bert_1_4b_9_bookcorpus2_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.04839715079181246
+    
+    Mann-Whitney U test statistic: p-value: 0.010984910251921625
+    
+    Anderson-Darling test statistic: 4.019195368111667 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_books3_epoch_9_mlp/pile_full_bert_1_4b_9_books3_600_8e-05_test.txt b/bert_results_ft_more_layers_books3_epoch_9_mlp/pile_full_bert_1_4b_9_books3_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..918f1ec7e4efdb56047da0bdd35834848d9d4fd5
--- /dev/null
+++ b/bert_results_ft_more_layers_books3_epoch_9_mlp/pile_full_bert_1_4b_9_books3_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.7946637387576738
+    
+    Mann-Whitney U test statistic: p-value: 0.7066493461328227
+    
+    Anderson-Darling test statistic: -0.6100353617712896 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_europarl_epoch_9_mlp/pile_full_bert_1_4b_9_europarl_600_8e-05_test.txt b/bert_results_ft_more_layers_europarl_epoch_9_mlp/pile_full_bert_1_4b_9_europarl_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7ce242774a8735ad156534d36535302d685dec12
--- /dev/null
+++ b/bert_results_ft_more_layers_europarl_epoch_9_mlp/pile_full_bert_1_4b_9_europarl_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.0038826726503625613
+    
+    Mann-Whitney U test statistic: p-value: 0.001979601245491587
+    
+    Anderson-Darling test statistic: 5.7468708119594885 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_freelaw_epoch_9_mlp/pile_full_bert_1_4b_9_freelaw_600_8e-05_test.txt b/bert_results_ft_more_layers_freelaw_epoch_9_mlp/pile_full_bert_1_4b_9_freelaw_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..394da991f5d7d90714d29ee38136739b33fab48a
--- /dev/null
+++ b/bert_results_ft_more_layers_freelaw_epoch_9_mlp/pile_full_bert_1_4b_9_freelaw_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.5005673707894058
+    
+    Mann-Whitney U test statistic: p-value: 0.2342800544468644
+    
+    Anderson-Darling test statistic: -0.017867615141592054 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_github_epoch_9_mlp/pile_full_bert_1_4b_9_github_600_8e-05_test.txt b/bert_results_ft_more_layers_github_epoch_9_mlp/pile_full_bert_1_4b_9_github_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c53d1015981c4a7a2b478ceea0e61ab7f3edb676
--- /dev/null
+++ b/bert_results_ft_more_layers_github_epoch_9_mlp/pile_full_bert_1_4b_9_github_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.06917625399020766
+    
+    Mann-Whitney U test statistic: p-value: 0.02209219381025224
+    
+    Anderson-Darling test statistic: 2.5024982926451993 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_gutenberg_epoch_9_mlp/pile_full_bert_1_4b_9_gutenberg_600_8e-05_test.txt b/bert_results_ft_more_layers_gutenberg_epoch_9_mlp/pile_full_bert_1_4b_9_gutenberg_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..502f480082a3734ecb4015754057b53f5fd5bc1e
--- /dev/null
+++ b/bert_results_ft_more_layers_gutenberg_epoch_9_mlp/pile_full_bert_1_4b_9_gutenberg_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.06917625399020766
+    
+    Mann-Whitney U test statistic: p-value: 0.05308051427950559
+    
+    Anderson-Darling test statistic: 1.6252005116456874 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_hackernews_epoch_9_mlp/pile_full_bert_1_4b_9_hackernews_600_8e-05_test.txt b/bert_results_ft_more_layers_hackernews_epoch_9_mlp/pile_full_bert_1_4b_9_hackernews_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..18dde75a57b26fc6422daec64c46b9a4444ef44d
--- /dev/null
+++ b/bert_results_ft_more_layers_hackernews_epoch_9_mlp/pile_full_bert_1_4b_9_hackernews_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+    
+    Mann-Whitney U test statistic: p-value: 0.49175821007531706
+    
+    Anderson-Darling test statistic: 1.0073145320087287 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_math_epoch_9_mlp/pile_full_bert_1_4b_9_math_600_8e-05_test.txt b/bert_results_ft_more_layers_math_epoch_9_mlp/pile_full_bert_1_4b_9_math_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..cd8c7e8286ebbf1555729185f3f0b0706c44a8f9
--- /dev/null
+++ b/bert_results_ft_more_layers_math_epoch_9_mlp/pile_full_bert_1_4b_9_math_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+    
+    Mann-Whitney U test statistic: p-value: 0.5435834542842257
+    
+    Anderson-Darling test statistic: -0.510922945625055 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_opensubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_opensubtitles_600_8e-05_test.txt b/bert_results_ft_more_layers_opensubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_opensubtitles_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..dbeb1ab9f460c05391ed32182cc92403718a0754
--- /dev/null
+++ b/bert_results_ft_more_layers_opensubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_opensubtitles_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.7228251828701066
+    
+    Mann-Whitney U test statistic: p-value: 0.4100580672467906
+    
+    Anderson-Darling test statistic: -0.5660460592005025 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_openwebtext2_epoch_9_mlp/pile_full_bert_1_4b_9_openwebtext2_600_8e-05_test.txt b/bert_results_ft_more_layers_openwebtext2_epoch_9_mlp/pile_full_bert_1_4b_9_openwebtext2_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b4e1501ebbc82b96b2992bfbab83fa4df0e28a6
--- /dev/null
+++ b/bert_results_ft_more_layers_openwebtext2_epoch_9_mlp/pile_full_bert_1_4b_9_openwebtext2_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.7593695685682871
+    
+    Mann-Whitney U test statistic: p-value: 0.5660548110399957
+    
+    Anderson-Darling test statistic: -0.6980357147152234 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_pubmed_central_epoch_9_mlp/pile_full_bert_1_4b_9_pubmed_central_600_8e-05_test.txt b/bert_results_ft_more_layers_pubmed_central_epoch_9_mlp/pile_full_bert_1_4b_9_pubmed_central_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e939a5259cefde78056cb5a984af12d159db7f70
--- /dev/null
+++ b/bert_results_ft_more_layers_pubmed_central_epoch_9_mlp/pile_full_bert_1_4b_9_pubmed_central_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+    
+    Mann-Whitney U test statistic: p-value: 0.08718030620445617
+    
+    Anderson-Darling test statistic: 1.0797089763179686 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_stackexchange_epoch_9_mlp/pile_full_bert_1_4b_9_stackexchange_600_8e-05_test.txt b/bert_results_ft_more_layers_stackexchange_epoch_9_mlp/pile_full_bert_1_4b_9_stackexchange_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7f145a9d292a3fb40d03048dfaba63b92adc3e70
--- /dev/null
+++ b/bert_results_ft_more_layers_stackexchange_epoch_9_mlp/pile_full_bert_1_4b_9_stackexchange_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 1.9235329004551243e-12
+    
+    Mann-Whitney U test statistic: p-value: 1.1700514079141758e-14
+    
+    Anderson-Darling test statistic: 38.379211302898355 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_ubuntu_epoch_9_mlp/pile_full_bert_1_4b_9_ubuntu_600_8e-05_test.txt b/bert_results_ft_more_layers_ubuntu_epoch_9_mlp/pile_full_bert_1_4b_9_ubuntu_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..70e72cdf71b1af0e7311f033424b3bf47c6b2978
--- /dev/null
+++ b/bert_results_ft_more_layers_ubuntu_epoch_9_mlp/pile_full_bert_1_4b_9_ubuntu_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+    
+    Mann-Whitney U test statistic: p-value: 0.006772744074087109
+    
+    Anderson-Darling test statistic: 4.455877930664698 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_uspto_epoch_9_mlp/pile_full_bert_1_4b_9_uspto_600_8e-05_test.txt b/bert_results_ft_more_layers_uspto_epoch_9_mlp/pile_full_bert_1_4b_9_uspto_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c7f5a1e005c3fd8628b55e857eaa6c2d35e7986b
--- /dev/null
+++ b/bert_results_ft_more_layers_uspto_epoch_9_mlp/pile_full_bert_1_4b_9_uspto_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.0010264669536591562
+    
+    Mann-Whitney U test statistic: p-value: 0.02263998918475543
+    
+    Anderson-Darling test statistic: 4.0983737244730545 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_wikipedia_epoch_9_mlp/pile_full_bert_1_4b_9_wikipedia_600_8e-05_test.txt b/bert_results_ft_more_layers_wikipedia_epoch_9_mlp/pile_full_bert_1_4b_9_wikipedia_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1241bd855fbf10910cfaab27e2f24aa92bf0f28a
--- /dev/null
+++ b/bert_results_ft_more_layers_wikipedia_epoch_9_mlp/pile_full_bert_1_4b_9_wikipedia_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 0.8595454206943325
+    
+    Mann-Whitney U test statistic: p-value: 0.6156627337749934
+    
+    Anderson-Darling test statistic: -0.7852093790298009 critical-value:1.9609999999999999
+    
diff --git a/bert_results_ft_more_layers_youtubesubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_youtubesubtitles_600_8e-05_test.txt b/bert_results_ft_more_layers_youtubesubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_youtubesubtitles_600_8e-05_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..092a1b4589d44b25ac7f93b1d0cc5a70e7aa0c03
--- /dev/null
+++ b/bert_results_ft_more_layers_youtubesubtitles_epoch_9_mlp/pile_full_bert_1_4b_9_youtubesubtitles_600_8e-05_test.txt
@@ -0,0 +1,7 @@
+
+    Kolmogorov-Smirnov test statistic: p-value: 1.4776675436423948e-07
+    
+    Mann-Whitney U test statistic: p-value: 3.1307129468142374e-05
+    
+    Anderson-Darling test statistic: 23.264709848881818 critical-value:1.9609999999999999
+    
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a11cb584253c0311afe00f46b691939e8ce6575d
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.7662541071700721
+
+Anderson-Darling test statistic: -0.7920458737688114 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5efd190b9c56f1b46fef52dcfa1467d81f4bdf70
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.22984204196869418
+
+Anderson-Darling test statistic: 0.7294200626837772 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f449feb6b6f0df72cfcbfa895a4387ada21af5fe
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6101664688189142
+
+Mann-Whitney U test statistic: p-value: 0.3219648414719246
+
+Anderson-Darling test statistic: -0.1826917353144304 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e530f75cb8df528aaabacb1213bc55cade18ceb
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.16925500258197057
+
+Anderson-Darling test statistic: 1.8849448427776583 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcb781e84fbe58236353cf0d6d9c963d529de6c0
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.4140381156140882
+
+Anderson-Darling test statistic: 1.5570410569557847 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e356e1c29761797b50761336b65c8239afb1a5e
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_books3_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.18814882876704464
+
+Anderson-Darling test statistic: 1.190496440030784 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fb48f3d9de55514592cddf05ca186f50436d360
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.1121306033432518
+
+Anderson-Darling test statistic: 0.8447955362841472 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..faddf12ddf96c6f7e608fdea7cba78c037b64576
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.00223652922169763
+
+Anderson-Darling test statistic: 5.233871301420277 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..187e460423d3ff7e8b6af971c779efeb67304104
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_europarl_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.21897788254179562
+
+Anderson-Darling test statistic: 0.12892110790694472 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d8fd76286237b6c94b28794f8a00284ee905a1b
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.647814872077161
+
+Mann-Whitney U test statistic: p-value: 0.8405497715160323
+
+Anderson-Darling test statistic: -0.03735701915130942 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26347469fb543d722ac5386b42d7287852c51334
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4659595288557257
+
+Mann-Whitney U test statistic: p-value: 0.4886892827377637
+
+Anderson-Darling test statistic: -0.05556729660924177 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4110efb4d7f21d5839757ee97a1bd361dd040094
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9357699014782725
+
+Mann-Whitney U test statistic: p-value: 0.8758160399478934
+
+Anderson-Darling test statistic: -0.8841943885967043 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebce00c90ebdd3af728e84447ad368b0824f7bf1
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.37012017606173
+
+Mann-Whitney U test statistic: p-value: 0.22076688616963958
+
+Anderson-Darling test statistic: 0.011931550936373962 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a40126e395139afab854676863e0f69a8985f9e
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.3184175848684241
+
+Anderson-Darling test statistic: 0.409270539573294 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bdcf4f50907a27eb2ee800d4a81270e8377bc09
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_github_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.07616036505514664
+
+Anderson-Darling test statistic: 2.7351417217693714 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b97aa7f61a58b570895230b7eea345ce20d926b
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0020287627507189713
+
+Mann-Whitney U test statistic: p-value: 2.450947346713256e-05
+
+Anderson-Darling test statistic: 11.494214530756711 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3f7c203edc9cd74d7ddfb5401d1299555a37b40
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.12923241353769005
+
+Anderson-Darling test statistic: 1.156284289057933 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e84ec5239639e869a5c5c9d5d2e386f06f09655
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.01427864757434758
+
+Anderson-Darling test statistic: 3.8707048618502653 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6326de4d147b080fdf44624e958bd74aa1fcbb
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.0025649749814690976
+
+Anderson-Darling test statistic: 5.780457044389554 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6712a760543de7259fee33eb7a6c91a663efd1bc
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19008408110929975
+
+Anderson-Darling test statistic: 1.4716508987979235 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..534143746711a3b48162ad82ae4dee988b26ba3a
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00967775474446886
+
+Mann-Whitney U test statistic: p-value: 0.0013220786151780205
+
+Anderson-Darling test statistic: 6.875410668661184 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f232cf31e6181bdad414df9112accba4a8945fdb
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9136894237272155
+
+Mann-Whitney U test statistic: p-value: 0.7942686791525889
+
+Anderson-Darling test statistic: -0.5989064166159931 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..055f80d48425d91a63215da403ec238b683d2467
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.28779764348473313
+
+Mann-Whitney U test statistic: p-value: 0.4594890137533729
+
+Anderson-Darling test statistic: -0.03784508843397055 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c4f5d5f25b7d178fd247927fd2e1da09b47fca9
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.5390771717492684
+
+Anderson-Darling test statistic: 0.8744104779388117 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60abad08a905cc27087d358a02ee327aea3fcbdc
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.44248225129835406
+
+Anderson-Darling test statistic: -0.49175620705655687 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8df2bbd14ee3b8068c230b9a8d6b43e7614dd510
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.013359793111573573
+
+Anderson-Darling test statistic: 2.871256130827176 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ae4cb36948d4b367d7309236207de590bf4f4d1
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5005673707894058
+
+Mann-Whitney U test statistic: p-value: 0.4064267965523374
+
+Anderson-Darling test statistic: -0.33249081911442685 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4fc0382cd5a4f049f71f9257ee831fb487936c8d
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.05696637647107832
+
+Anderson-Darling test statistic: 2.1439471772308516 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..970512201eb1f07de3c43e30e94267e806fb1590
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.5139437879866589
+
+Anderson-Darling test statistic: 0.6590934340323579 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model-checkpoint.txt b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model-checkpoint.txt
new file mode 100644
index 0000000000000000000000000000000000000000..996cc1e2f04a51995e28cd2d00f3ecdb46c4832d
--- /dev/null
+++ b/bert_results_tmp/.ipynb_checkpoints/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model-checkpoint.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.7740864640538198
+
+Anderson-Darling test statistic: 0.3395980353509242 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a11cb584253c0311afe00f46b691939e8ce6575d
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.7662541071700721
+
+Anderson-Darling test statistic: -0.7920458737688114 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5efd190b9c56f1b46fef52dcfa1467d81f4bdf70
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.18116454248303263
+
+Mann-Whitney U test statistic: p-value: 0.22984204196869418
+
+Anderson-Darling test statistic: 0.7294200626837772 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f449feb6b6f0df72cfcbfa895a4387ada21af5fe
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_arxiv_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.6101664688189142
+
+Mann-Whitney U test statistic: p-value: 0.3219648414719246
+
+Anderson-Darling test statistic: -0.1826917353144304 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ee726ea2b0e32cf17829194cec02096ceef74d50
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.382902816518576e-11
+
+Mann-Whitney U test statistic: p-value: 1.441867342839784e-15
+
+Anderson-Darling test statistic: 45.836922099610284 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..41dda39c656e31c8dca6064fbf24829f73ad17c6
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0007213629171338913
+
+Mann-Whitney U test statistic: p-value: 0.00025752943633764613
+
+Anderson-Darling test statistic: 8.023422674903504 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2b7b0ceadc4b9db12f12d36bfb8b2fff19b363c7
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_bookcorpus2_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 3.528972349889754e-06
+
+Mann-Whitney U test statistic: p-value: 3.987318556060006e-08
+
+Anderson-Darling test statistic: 20.903404858003718 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_books3_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_books3_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..3e530f75cb8df528aaabacb1213bc55cade18ceb
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_books3_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.16925500258197057
+
+Anderson-Darling test statistic: 1.8849448427776583 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_books3_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_books3_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bcb781e84fbe58236353cf0d6d9c963d529de6c0
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_books3_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.4140381156140882
+
+Anderson-Darling test statistic: 1.5570410569557847 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_books3_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_books3_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9e356e1c29761797b50761336b65c8239afb1a5e
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_books3_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.18814882876704464
+
+Anderson-Darling test statistic: 1.190496440030784 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_europarl_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..2fb48f3d9de55514592cddf05ca186f50436d360
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.1121306033432518
+
+Anderson-Darling test statistic: 0.8447955362841472 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_europarl_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..faddf12ddf96c6f7e608fdea7cba78c037b64576
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0028179208242694134
+
+Mann-Whitney U test statistic: p-value: 0.00223652922169763
+
+Anderson-Darling test statistic: 5.233871301420277 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_europarl_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..187e460423d3ff7e8b6af971c779efeb67304104
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_europarl_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.1082872208757189
+
+Mann-Whitney U test statistic: p-value: 0.21897788254179562
+
+Anderson-Darling test statistic: 0.12892110790694472 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7d8fd76286237b6c94b28794f8a00284ee905a1b
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.647814872077161
+
+Mann-Whitney U test statistic: p-value: 0.8405497715160323
+
+Anderson-Darling test statistic: -0.03735701915130942 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..26347469fb543d722ac5386b42d7287852c51334
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4659595288557257
+
+Mann-Whitney U test statistic: p-value: 0.4886892827377637
+
+Anderson-Darling test statistic: -0.05556729660924177 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4110efb4d7f21d5839757ee97a1bd361dd040094
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_freelaw_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9357699014782725
+
+Mann-Whitney U test statistic: p-value: 0.8758160399478934
+
+Anderson-Darling test statistic: -0.8841943885967043 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_github_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_github_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..ebce00c90ebdd3af728e84447ad368b0824f7bf1
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_github_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.37012017606173
+
+Mann-Whitney U test statistic: p-value: 0.22076688616963958
+
+Anderson-Darling test statistic: 0.011931550936373962 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_github_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_github_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a40126e395139afab854676863e0f69a8985f9e
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_github_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.3184175848684241
+
+Anderson-Darling test statistic: 0.409270539573294 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_github_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_github_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1bdcf4f50907a27eb2ee800d4a81270e8377bc09
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_github_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.07761108123267829
+
+Mann-Whitney U test statistic: p-value: 0.07616036505514664
+
+Anderson-Darling test statistic: 2.7351417217693714 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0b97aa7f61a58b570895230b7eea345ce20d926b
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0020287627507189713
+
+Mann-Whitney U test statistic: p-value: 2.450947346713256e-05
+
+Anderson-Darling test statistic: 11.494214530756711 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f3f7c203edc9cd74d7ddfb5401d1299555a37b40
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.12923241353769005
+
+Anderson-Darling test statistic: 1.156284289057933 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0e84ec5239639e869a5c5c9d5d2e386f06f09655
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_gutenberg_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.01427864757434758
+
+Anderson-Darling test statistic: 3.8707048618502653 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7a6326de4d147b080fdf44624e958bd74aa1fcbb
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.05462666510701526
+
+Mann-Whitney U test statistic: p-value: 0.0025649749814690976
+
+Anderson-Darling test statistic: 5.780457044389554 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6712a760543de7259fee33eb7a6c91a663efd1bc
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.19008408110929975
+
+Anderson-Darling test statistic: 1.4716508987979235 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..534143746711a3b48162ad82ae4dee988b26ba3a
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_hackernews_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.00967775474446886
+
+Mann-Whitney U test statistic: p-value: 0.0013220786151780205
+
+Anderson-Darling test statistic: 6.875410668661184 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..c033d040406a44a011b740897d93d48c44f4b87d
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_math_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.19957365535779528
+
+Mann-Whitney U test statistic: p-value: 0.26666943055935854
+
+Anderson-Darling test statistic: 0.3095327180375197 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..37633d629f44b79f7e53c93d39ac71a5d4247917
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_math_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.01808154945026572
+
+Anderson-Darling test statistic: 3.5202187018189193 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23acde303d5a539edb28355a489dafaf78e5c8d5
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_math_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.008353146175741297
+
+Mann-Whitney U test statistic: p-value: 0.00863356407188969
+
+Anderson-Darling test statistic: 4.700421367647042 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f232cf31e6181bdad414df9112accba4a8945fdb
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.9136894237272155
+
+Mann-Whitney U test statistic: p-value: 0.7942686791525889
+
+Anderson-Darling test statistic: -0.5989064166159931 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..055f80d48425d91a63215da403ec238b683d2467
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.28779764348473313
+
+Mann-Whitney U test statistic: p-value: 0.4594890137533729
+
+Anderson-Darling test statistic: -0.03784508843397055 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5c4f5d5f25b7d178fd247927fd2e1da09b47fca9
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_opensubtitles_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.16411447756429137
+
+Mann-Whitney U test statistic: p-value: 0.5390771717492684
+
+Anderson-Darling test statistic: 0.8744104779388117 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a18add2c140cf1d7efb4225c9a3e014dc7d386a9
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.0280639456220123
+
+Anderson-Darling test statistic: 3.5595301142813116 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..23aeeac854d3927c33654422f5981190f6bdc20d
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.26347172719864703
+
+Mann-Whitney U test statistic: p-value: 0.2534600489549682
+
+Anderson-Darling test statistic: 0.2879582473788502 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..88fb219246f0230a668edf550ec9c76d9c6880a7
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_openwebtext2_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.09710349657052789
+
+Mann-Whitney U test statistic: p-value: 0.023501274335722303
+
+Anderson-Darling test statistic: 3.009678253797566 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..60abad08a905cc27087d358a02ee327aea3fcbdc
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5362766985932181
+
+Mann-Whitney U test statistic: p-value: 0.44248225129835406
+
+Anderson-Darling test statistic: -0.49175620705655687 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..8df2bbd14ee3b8068c230b9a8d6b43e7614dd510
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.042792013924212634
+
+Mann-Whitney U test statistic: p-value: 0.013359793111573573
+
+Anderson-Darling test statistic: 2.871256130827176 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9ae4cb36948d4b367d7309236207de590bf4f4d1
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_pubmed_central_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.5005673707894058
+
+Mann-Whitney U test statistic: p-value: 0.4064267965523374
+
+Anderson-Darling test statistic: -0.33249081911442685 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6c3998de340a3add674810a59c4a72d77d989127
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.003727957465678e-14
+
+Mann-Whitney U test statistic: p-value: 4.532813210020715e-17
+
+Anderson-Darling test statistic: 47.22001875580676 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..59e7f591ac4e9a93a447b7c83535204fde6acdf5
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.5702401851850447e-15
+
+Mann-Whitney U test statistic: p-value: 1.410267337602098e-20
+
+Anderson-Darling test statistic: 56.93911886780907 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..93041fff87e4dbb46cc2f5ccebed31c26ffc1a58
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_stackexchange_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.6131216618004355e-18
+
+Mann-Whitney U test statistic: p-value: 3.0828169981199937e-21
+
+Anderson-Darling test statistic: 59.01570441623532 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..4fc0382cd5a4f049f71f9257ee831fb487936c8d
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.01960232095219542
+
+Mann-Whitney U test statistic: p-value: 0.05696637647107832
+
+Anderson-Darling test statistic: 2.1439471772308516 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..970512201eb1f07de3c43e30e94267e806fb1590
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.24068202486600215
+
+Mann-Whitney U test statistic: p-value: 0.5139437879866589
+
+Anderson-Darling test statistic: 0.6590934340323579 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..996cc1e2f04a51995e28cd2d00f3ecdb46c4832d
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_ubuntu_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.4006338815832625
+
+Mann-Whitney U test statistic: p-value: 0.7740864640538198
+
+Anderson-Darling test statistic: 0.3395980353509242 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_uspto_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..545d91c8aa57aeee63d76232c731cc4fbc5ddb38
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.690722046468961e-05
+
+Mann-Whitney U test statistic: p-value: 1.1280655262398341e-06
+
+Anderson-Darling test statistic: 15.123084883318116 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_uspto_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fea7d05edbb5500668afcc7360d3f789731229ed
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.0038826726503625613
+
+Mann-Whitney U test statistic: p-value: 0.000504857220153071
+
+Anderson-Darling test statistic: 7.239940768364991 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_uspto_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b1fb75b5160ebbe91df7505de7ffa486fed92e9b
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_uspto_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.004543821879051605
+
+Mann-Whitney U test statistic: p-value: 0.003760471683698873
+
+Anderson-Darling test statistic: 4.907138530873964 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d24fd9f0770318b9f0f63a092fe7349b0c8d8189
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.003311056963176061
+
+Mann-Whitney U test statistic: p-value: 0.0003050781219998426
+
+Anderson-Darling test statistic: 8.09644249866249 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..bf723e0fb9acfadd2e59a11ee9121a5684bf2b0a
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.13385273551786803
+
+Mann-Whitney U test statistic: p-value: 0.04596334098516443
+
+Anderson-Darling test statistic: 2.409678688809329 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..06904496c2099773dfd8d2acb2330c963d24eca3
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_wikipedia_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 0.017090148468768534
+
+Mann-Whitney U test statistic: p-value: 0.0014822420677106213
+
+Anderson-Darling test statistic: 6.416902940248435 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..85f7a8c96be42fee10c24b0b23d78601d97de8b6
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_0.0001_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 1.0005498414087888e-11
+
+Mann-Whitney U test statistic: p-value: 4.221075239547868e-08
+
+Anderson-Darling test statistic: 31.957600632144985 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f1a487faccb05e09aa62fa020adae0f35abff040
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_4e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 6.763913130197589e-11
+
+Mann-Whitney U test statistic: p-value: 8.348255698928793e-07
+
+Anderson-Darling test statistic: 29.32320773351673 critical-value:1.9609999999999999
+
diff --git a/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_saved_model.txt b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_saved_model.txt
new file mode 100644
index 0000000000000000000000000000000000000000..b4bc3d73084db3c87d322f9be06eb5501f2a7543
--- /dev/null
+++ b/bert_results_tmp/pile_full_bert_410m_9_youtubesubtitles_600_8e-05_saved_model.txt
@@ -0,0 +1,7 @@
+
+Kolmogorov-Smirnov test statistic: p-value: 5.728163385319411e-10
+
+Mann-Whitney U test statistic: p-value: 0.00018180790555556053
+
+Anderson-Darling test statistic: 22.17686667881635 critical-value:1.9609999999999999
+
diff --git a/bert_scorer_scoring.ipynb b/bert_scorer_scoring.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..1da6b9fd55ee87cdfa7aa33243e62027e7ddaa10
--- /dev/null
+++ b/bert_scorer_scoring.ipynb
@@ -0,0 +1,505 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "d426e84d-b0b3-4004-bfea-d6ca91e80925",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "46da449cbba14cb79f5b34b6064a76a2",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "tokenizer_config.json:   0%|          | 0.00/25.0 [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e749e08e43ee44958eeb6fc16500fe45",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "config.json:   0%|          | 0.00/482 [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ae1729ce8d684f5ea4a80a2348633d09",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "vocab.json:   0%|          | 0.00/899k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "23f0fe90209d4d7ab7db7668d61053fd",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "merges.txt:   0%|          | 0.00/456k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d29e306cb24e45d585aa31d617d2fe68",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "tokenizer.json:   0%|          | 0.00/1.36M [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e0fa0fc7b5ec49429700fb1858358bf7",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "model.safetensors:   0%|          | 0.00/1.42G [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Some weights of RobertaModel were not initialized from the model checkpoint at roberta-large and are newly initialized: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']\n",
+      "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n"
+     ]
+    }
+   ],
+   "source": [
+    "from bert_score import BERTScorer\n",
+    "import torch\n",
+    "\n",
+    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
+    "bert_scorer = BERTScorer('roberta-large', device=device, rescale_with_baseline=True, lang='en')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "670a2bfb-5c97-4f41-afa6-834cc3e6e3ad",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json\n",
+    "\n",
+    "def load_jsonl(file_path):\n",
+    "    data = []\n",
+    "    with open(file_path, 'r') as file:\n",
+    "        for line in file:\n",
+    "            data.append(json.loads(line.strip()))\n",
+    "    return data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "63c398bb-e0ef-48ad-91e2-c88c22599038",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "model_name = f\"pythia-12b\"\n",
+    "log_str = \"member-3\"\n",
+    "response_orig = load_jsonl(f'/workspace/copyright/responses/{model_name}-{log_str}-pile-small-train-orig.jsonl')\n",
+    "response_ft = load_jsonl(f'/workspace/copyright/responses/{model_name}-{log_str}-pile-small-train-ft.jsonl')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "097e1916-2b65-44b1-acf9-395a3f661b8f",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "response_only_orig = []\n",
+    "response_only_ft = []\n",
+    "\n",
+    "for i in range(len(response_orig)):\n",
+    "    response_only_orig.append(response_orig[i]['output_text'])\n",
+    "    response_only_ft.append(response_ft[i]['output_text'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "09be2a7d-01d3-4a71-8850-cf29ccfc9b36",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n",
+      "Warning: Empty candidate sentence detected; setting raw BERTscores to 0.\n",
+      "Warning: Empty reference sentence detected; setting raw BERTScores to 0.\n"
+     ]
+    }
+   ],
+   "source": [
+    "ctc_scores = bert_scorer.score(response_only_ft, response_only_orig)[2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "40f63ad6-c224-41ca-a1df-3808b2e0ab91",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'output_text': 'eu - Bitcoin Investment Company\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment Company - Bitcoin Investment\\n\\nBitcoin Investment',\n",
+       " 'input_text': \"Best bitcoin investment plan\\n\\nBitcoin'miners' dig more than just the money - cnbc.com\\n\\n[LIST] Popular Sites to Invest Bitcoins!\\n\\nBitcoin & Blockchain Investments - CryptoCoinsNews\\n\\nBitcoin is an innovative payment network and a new kind of money.The Company is attracting investments to benefit from the effect of scale - the higher the investment, the higher the return.The main objective of Multiply-Bitcoins.eu investment fund is to ensure high returns in the long term.Coinigy is a trading platform available on desktop and mobile devices.\\n\\nBitcoin Crypto Bank Investment Company. why Bitcoin Crypto Bank Investment Company is the best firm to manage your Bitcoin.Our investment plan is designed to suit both private and corporate.\\n\\nPerhaps the best reason why you should invest in Bitcoin is. on 10 Top Reasons Why Bitcoin is a Good Investment. on 10 Top Reasons Why Bitcoin is a.\\n\\nBtcTrust.biz - The Trusted Bitcoin Investment Since 2016\\n\\nSign up for a free account to participate in any of their offerings.The Ultimate Bitcoin Investment. be the first step in any Bitcoin strategy plan. about operating with Bitcoin, the best strategy would be to find a.\\n\\nLinkedIn Co-Founder: Bitcoin is in My Five-Year Investment Plan.\\n\\nTOP 10 BEST & LEGIT BITCOIN PTC SITES | EARN BITCOINS BY\\n\\nBest Bitcoin stocks and ETFs to invest in how to make money Bitcoins 2017 without actually.There are different and suitable investment plans tailored to.Our investment plans and products combined with our outstanding security features.The Banks are using our money to invest it on high yield interest funds.Buy most sensational PHP bitcoin mining script for your online investment business.\\n\\nMultiply-Bitcoins.\"}"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "response_orig[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "ef4c31bf-c41a-4cca-9b0c-5c5082913642",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'output_text': 'eu - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment Plan - Bitcoin Investment Plan\\n\\nBitcoin Investment',\n",
+       " 'input_text': \"Best bitcoin investment plan\\n\\nBitcoin'miners' dig more than just the money - cnbc.com\\n\\n[LIST] Popular Sites to Invest Bitcoins!\\n\\nBitcoin & Blockchain Investments - CryptoCoinsNews\\n\\nBitcoin is an innovative payment network and a new kind of money.The Company is attracting investments to benefit from the effect of scale - the higher the investment, the higher the return.The main objective of Multiply-Bitcoins.eu investment fund is to ensure high returns in the long term.Coinigy is a trading platform available on desktop and mobile devices.\\n\\nBitcoin Crypto Bank Investment Company. why Bitcoin Crypto Bank Investment Company is the best firm to manage your Bitcoin.Our investment plan is designed to suit both private and corporate.\\n\\nPerhaps the best reason why you should invest in Bitcoin is. on 10 Top Reasons Why Bitcoin is a Good Investment. on 10 Top Reasons Why Bitcoin is a.\\n\\nBtcTrust.biz - The Trusted Bitcoin Investment Since 2016\\n\\nSign up for a free account to participate in any of their offerings.The Ultimate Bitcoin Investment. be the first step in any Bitcoin strategy plan. about operating with Bitcoin, the best strategy would be to find a.\\n\\nLinkedIn Co-Founder: Bitcoin is in My Five-Year Investment Plan.\\n\\nTOP 10 BEST & LEGIT BITCOIN PTC SITES | EARN BITCOINS BY\\n\\nBest Bitcoin stocks and ETFs to invest in how to make money Bitcoins 2017 without actually.There are different and suitable investment plans tailored to.Our investment plans and products combined with our outstanding security features.The Banks are using our money to invest it on high yield interest funds.Buy most sensational PHP bitcoin mining script for your online investment business.\\n\\nMultiply-Bitcoins.\"}"
+      ]
+     },
+     "execution_count": 22,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "response_ft[0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "25bd7d58-5e92-44b6-93d0-8b18c2c44d99",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "variance_bert = torch.var(ctc_scores)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "02633295-16f7-4f61-bf36-dd1d121d79f5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "6.639076232910156"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "variance_bert.item()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "25f1f483-3c98-45f2-bf94-9561b6f4ab68",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e1b890faf7c1470499c89d526d2bc48e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "tokenizer_config.json:   0%|          | 0.00/48.0 [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ed4dee84b5d3444eaf7faab84460f1ec",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "vocab.txt:   0%|          | 0.00/232k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2c430f5bff6443a6bae79beb8748be9d",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "tokenizer.json:   0%|          | 0.00/466k [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "14d8cc4e7f3a45c88de47c800860287e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "config.json:   0%|          | 0.00/570 [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "1001d67ac0e34913b6202fd27087a34e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "model.safetensors:   0%|          | 0.00/440M [00:00<?, ?B/s]"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "from transformers import BertTokenizer, BertModel\n",
+    "tokenizer = BertTokenizer.from_pretrained('bert-base-uncased')\n",
+    "model = BertModel.from_pretrained(\"bert-base-uncased\")\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "8299a6b4-6f19-48f4-9d1d-7e06988a3d89",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "BertModel(\n",
+       "  (embeddings): BertEmbeddings(\n",
+       "    (word_embeddings): Embedding(30522, 768, padding_idx=0)\n",
+       "    (position_embeddings): Embedding(512, 768)\n",
+       "    (token_type_embeddings): Embedding(2, 768)\n",
+       "    (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
+       "    (dropout): Dropout(p=0.1, inplace=False)\n",
+       "  )\n",
+       "  (encoder): BertEncoder(\n",
+       "    (layer): ModuleList(\n",
+       "      (0-11): 12 x BertLayer(\n",
+       "        (attention): BertAttention(\n",
+       "          (self): BertSelfAttention(\n",
+       "            (query): Linear(in_features=768, out_features=768, bias=True)\n",
+       "            (key): Linear(in_features=768, out_features=768, bias=True)\n",
+       "            (value): Linear(in_features=768, out_features=768, bias=True)\n",
+       "            (dropout): Dropout(p=0.1, inplace=False)\n",
+       "          )\n",
+       "          (output): BertSelfOutput(\n",
+       "            (dense): Linear(in_features=768, out_features=768, bias=True)\n",
+       "            (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
+       "            (dropout): Dropout(p=0.1, inplace=False)\n",
+       "          )\n",
+       "        )\n",
+       "        (intermediate): BertIntermediate(\n",
+       "          (dense): Linear(in_features=768, out_features=3072, bias=True)\n",
+       "          (intermediate_act_fn): GELUActivation()\n",
+       "        )\n",
+       "        (output): BertOutput(\n",
+       "          (dense): Linear(in_features=3072, out_features=768, bias=True)\n",
+       "          (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)\n",
+       "          (dropout): Dropout(p=0.1, inplace=False)\n",
+       "        )\n",
+       "      )\n",
+       "    )\n",
+       "  )\n",
+       "  (pooler): BertPooler(\n",
+       "    (dense): Linear(in_features=768, out_features=768, bias=True)\n",
+       "    (activation): Tanh()\n",
+       "  )\n",
+       ")"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "model"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "ead53576-9e30-493e-93d2-2da54d707af5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text = \"Replace me by any text you'd like.\"\n",
+    "encoded_input = tokenizer(text, return_tensors='pt')\n",
+    "output = model(**encoded_input)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "eb903d02-490b-46ed-9e5a-0b585617b9bb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "BertPooler(\n",
+       "  (dense): Linear(in_features=768, out_features=768, bias=True)\n",
+       "  (activation): Tanh()\n",
+       ")"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "model.pooler.dense"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "119d46ce-682c-4222-a477-6b1337ab027f",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.12"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}