Training in progress, step 1360
Browse files- {checkpoint-1160 β checkpoint-1360}/config.json +0 -0
- {checkpoint-1160 β checkpoint-1360}/optimizer.pt +1 -1
- {checkpoint-1160 β checkpoint-1360}/pytorch_model.bin +1 -1
- {checkpoint-1160 β checkpoint-1360}/rng_state.pth +1 -1
- {checkpoint-1160 β checkpoint-1360}/scheduler.pt +1 -1
- {checkpoint-1160 β checkpoint-1360}/trainer_state.json +1547 -7
- {checkpoint-1160 β checkpoint-1360}/training_args.bin +1 -1
- pytorch_model.bin +1 -1
- runs/Feb08_03-16-09_robovision.csres.utexas.edu/events.out.tfevents.1707383775.robovision.csres.utexas.edu.823337.0 +2 -2
{checkpoint-1160 β checkpoint-1360}/config.json
RENAMED
File without changes
|
{checkpoint-1160 β checkpoint-1360}/optimizer.pt
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 677456319
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d301c9cc6cc5d0a2c5fe5ee919c77635e6fb7de043a207030d774eaf6495cbd3
|
3 |
size 677456319
|
{checkpoint-1160 β checkpoint-1360}/pytorch_model.bin
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 338796489
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a8a53ab604e18fb4a8380495e9ee32684c871e5328aaf09f74aea85764e72082
|
3 |
size 338796489
|
{checkpoint-1160 β checkpoint-1360}/rng_state.pth
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 14575
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:63c1a18598078eeedf5c1f20072b775f52f1615296b2621e5299f573ee8d5ba3
|
3 |
size 14575
|
{checkpoint-1160 β checkpoint-1360}/scheduler.pt
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 627
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:11c4e425b967002b93abda13b80937d32adf54686fea4038388aedbbf2a84bdc
|
3 |
size 627
|
{checkpoint-1160 β checkpoint-1360}/trainer_state.json
RENAMED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"best_metric": 0.
|
3 |
-
"best_model_checkpoint": "/robodata/smodak/Projects/nspl/scripts/terrainseg/training/models/safety-utcustom-train-SF-RGB-b5/checkpoint-
|
4 |
-
"epoch":
|
5 |
-
"global_step":
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
@@ -8938,11 +8938,1551 @@
|
|
8938 |
"eval_samples_per_second": 6.248,
|
8939 |
"eval_steps_per_second": 0.466,
|
8940 |
"step": 1160
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
8941 |
}
|
8942 |
],
|
8943 |
-
"max_steps":
|
8944 |
-
"num_train_epochs":
|
8945 |
-
"total_flos":
|
8946 |
"trial_name": null,
|
8947 |
"trial_params": null
|
8948 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.21332333981990814,
|
3 |
+
"best_model_checkpoint": "/robodata/smodak/Projects/nspl/scripts/terrainseg/training/models/safety-utcustom-train-SF-RGB-b5/checkpoint-1360",
|
4 |
+
"epoch": 123.63636363636364,
|
5 |
+
"global_step": 1360,
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
|
|
8938 |
"eval_samples_per_second": 6.248,
|
8939 |
"eval_steps_per_second": 0.466,
|
8940 |
"step": 1160
|
8941 |
+
},
|
8942 |
+
{
|
8943 |
+
"epoch": 105.55,
|
8944 |
+
"learning_rate": 1.2793733681462143e-07,
|
8945 |
+
"loss": 0.272,
|
8946 |
+
"step": 1161
|
8947 |
+
},
|
8948 |
+
{
|
8949 |
+
"epoch": 105.64,
|
8950 |
+
"learning_rate": 1.2532637075718015e-07,
|
8951 |
+
"loss": 0.2526,
|
8952 |
+
"step": 1162
|
8953 |
+
},
|
8954 |
+
{
|
8955 |
+
"epoch": 105.73,
|
8956 |
+
"learning_rate": 1.227154046997389e-07,
|
8957 |
+
"loss": 0.2923,
|
8958 |
+
"step": 1163
|
8959 |
+
},
|
8960 |
+
{
|
8961 |
+
"epoch": 105.82,
|
8962 |
+
"learning_rate": 1.2010443864229767e-07,
|
8963 |
+
"loss": 0.2535,
|
8964 |
+
"step": 1164
|
8965 |
+
},
|
8966 |
+
{
|
8967 |
+
"epoch": 105.91,
|
8968 |
+
"learning_rate": 1.1749347258485641e-07,
|
8969 |
+
"loss": 0.257,
|
8970 |
+
"step": 1165
|
8971 |
+
},
|
8972 |
+
{
|
8973 |
+
"epoch": 106.0,
|
8974 |
+
"learning_rate": 1.1488250652741514e-07,
|
8975 |
+
"loss": 0.2114,
|
8976 |
+
"step": 1166
|
8977 |
+
},
|
8978 |
+
{
|
8979 |
+
"epoch": 106.09,
|
8980 |
+
"learning_rate": 1.1227154046997389e-07,
|
8981 |
+
"loss": 0.2743,
|
8982 |
+
"step": 1167
|
8983 |
+
},
|
8984 |
+
{
|
8985 |
+
"epoch": 106.18,
|
8986 |
+
"learning_rate": 1.0966057441253265e-07,
|
8987 |
+
"loss": 0.2485,
|
8988 |
+
"step": 1168
|
8989 |
+
},
|
8990 |
+
{
|
8991 |
+
"epoch": 106.27,
|
8992 |
+
"learning_rate": 1.0704960835509138e-07,
|
8993 |
+
"loss": 0.2781,
|
8994 |
+
"step": 1169
|
8995 |
+
},
|
8996 |
+
{
|
8997 |
+
"epoch": 106.36,
|
8998 |
+
"learning_rate": 1.0443864229765013e-07,
|
8999 |
+
"loss": 0.2857,
|
9000 |
+
"step": 1170
|
9001 |
+
},
|
9002 |
+
{
|
9003 |
+
"epoch": 106.36,
|
9004 |
+
"eval_accuracy_safe": 0.6658706018866543,
|
9005 |
+
"eval_accuracy_unlabeled": NaN,
|
9006 |
+
"eval_accuracy_unsafe": 0.9914503187649804,
|
9007 |
+
"eval_iou_safe": 0.5202995990686102,
|
9008 |
+
"eval_iou_unlabeled": 0.0,
|
9009 |
+
"eval_iou_unsafe": 0.9814688430393181,
|
9010 |
+
"eval_loss": 0.23036494851112366,
|
9011 |
+
"eval_mean_accuracy": 0.8286604603258173,
|
9012 |
+
"eval_mean_iou": 0.5005894807026428,
|
9013 |
+
"eval_overall_accuracy": 0.981833215969712,
|
9014 |
+
"eval_runtime": 10.0808,
|
9015 |
+
"eval_samples_per_second": 6.646,
|
9016 |
+
"eval_steps_per_second": 0.496,
|
9017 |
+
"step": 1170
|
9018 |
+
},
|
9019 |
+
{
|
9020 |
+
"epoch": 106.45,
|
9021 |
+
"learning_rate": 1.0182767624020889e-07,
|
9022 |
+
"loss": 0.2707,
|
9023 |
+
"step": 1171
|
9024 |
+
},
|
9025 |
+
{
|
9026 |
+
"epoch": 106.55,
|
9027 |
+
"learning_rate": 9.921671018276764e-08,
|
9028 |
+
"loss": 0.2403,
|
9029 |
+
"step": 1172
|
9030 |
+
},
|
9031 |
+
{
|
9032 |
+
"epoch": 106.64,
|
9033 |
+
"learning_rate": 9.660574412532637e-08,
|
9034 |
+
"loss": 0.2787,
|
9035 |
+
"step": 1173
|
9036 |
+
},
|
9037 |
+
{
|
9038 |
+
"epoch": 106.73,
|
9039 |
+
"learning_rate": 9.399477806788512e-08,
|
9040 |
+
"loss": 0.2574,
|
9041 |
+
"step": 1174
|
9042 |
+
},
|
9043 |
+
{
|
9044 |
+
"epoch": 106.82,
|
9045 |
+
"learning_rate": 9.138381201044386e-08,
|
9046 |
+
"loss": 0.226,
|
9047 |
+
"step": 1175
|
9048 |
+
},
|
9049 |
+
{
|
9050 |
+
"epoch": 106.91,
|
9051 |
+
"learning_rate": 8.877284595300261e-08,
|
9052 |
+
"loss": 0.2629,
|
9053 |
+
"step": 1176
|
9054 |
+
},
|
9055 |
+
{
|
9056 |
+
"epoch": 107.0,
|
9057 |
+
"learning_rate": 8.616187989556137e-08,
|
9058 |
+
"loss": 0.2674,
|
9059 |
+
"step": 1177
|
9060 |
+
},
|
9061 |
+
{
|
9062 |
+
"epoch": 107.09,
|
9063 |
+
"learning_rate": 8.35509138381201e-08,
|
9064 |
+
"loss": 0.2729,
|
9065 |
+
"step": 1178
|
9066 |
+
},
|
9067 |
+
{
|
9068 |
+
"epoch": 107.18,
|
9069 |
+
"learning_rate": 8.093994778067885e-08,
|
9070 |
+
"loss": 0.2824,
|
9071 |
+
"step": 1179
|
9072 |
+
},
|
9073 |
+
{
|
9074 |
+
"epoch": 107.27,
|
9075 |
+
"learning_rate": 7.83289817232376e-08,
|
9076 |
+
"loss": 0.2503,
|
9077 |
+
"step": 1180
|
9078 |
+
},
|
9079 |
+
{
|
9080 |
+
"epoch": 107.27,
|
9081 |
+
"eval_accuracy_safe": 0.682225588953011,
|
9082 |
+
"eval_accuracy_unlabeled": NaN,
|
9083 |
+
"eval_accuracy_unsafe": 0.9902289524939093,
|
9084 |
+
"eval_iou_safe": 0.5171544669118453,
|
9085 |
+
"eval_iou_unlabeled": 0.0,
|
9086 |
+
"eval_iou_unsafe": 0.9807430760293058,
|
9087 |
+
"eval_loss": 0.23972667753696442,
|
9088 |
+
"eval_mean_accuracy": 0.8362272707234601,
|
9089 |
+
"eval_mean_iou": 0.49929918098038373,
|
9090 |
+
"eval_overall_accuracy": 0.9811310269939366,
|
9091 |
+
"eval_runtime": 10.3086,
|
9092 |
+
"eval_samples_per_second": 6.499,
|
9093 |
+
"eval_steps_per_second": 0.485,
|
9094 |
+
"step": 1180
|
9095 |
+
},
|
9096 |
+
{
|
9097 |
+
"epoch": 107.36,
|
9098 |
+
"learning_rate": 7.571801566579634e-08,
|
9099 |
+
"loss": 0.2528,
|
9100 |
+
"step": 1181
|
9101 |
+
},
|
9102 |
+
{
|
9103 |
+
"epoch": 107.45,
|
9104 |
+
"learning_rate": 7.31070496083551e-08,
|
9105 |
+
"loss": 0.2749,
|
9106 |
+
"step": 1182
|
9107 |
+
},
|
9108 |
+
{
|
9109 |
+
"epoch": 107.55,
|
9110 |
+
"learning_rate": 7.049608355091384e-08,
|
9111 |
+
"loss": 0.2361,
|
9112 |
+
"step": 1183
|
9113 |
+
},
|
9114 |
+
{
|
9115 |
+
"epoch": 107.64,
|
9116 |
+
"learning_rate": 6.788511749347258e-08,
|
9117 |
+
"loss": 0.2599,
|
9118 |
+
"step": 1184
|
9119 |
+
},
|
9120 |
+
{
|
9121 |
+
"epoch": 107.73,
|
9122 |
+
"learning_rate": 6.527415143603133e-08,
|
9123 |
+
"loss": 0.2649,
|
9124 |
+
"step": 1185
|
9125 |
+
},
|
9126 |
+
{
|
9127 |
+
"epoch": 107.82,
|
9128 |
+
"learning_rate": 6.266318537859008e-08,
|
9129 |
+
"loss": 0.2451,
|
9130 |
+
"step": 1186
|
9131 |
+
},
|
9132 |
+
{
|
9133 |
+
"epoch": 107.91,
|
9134 |
+
"learning_rate": 6.005221932114884e-08,
|
9135 |
+
"loss": 0.265,
|
9136 |
+
"step": 1187
|
9137 |
+
},
|
9138 |
+
{
|
9139 |
+
"epoch": 108.0,
|
9140 |
+
"learning_rate": 5.744125326370757e-08,
|
9141 |
+
"loss": 0.2867,
|
9142 |
+
"step": 1188
|
9143 |
+
},
|
9144 |
+
{
|
9145 |
+
"epoch": 108.09,
|
9146 |
+
"learning_rate": 5.4830287206266324e-08,
|
9147 |
+
"loss": 0.2771,
|
9148 |
+
"step": 1189
|
9149 |
+
},
|
9150 |
+
{
|
9151 |
+
"epoch": 108.18,
|
9152 |
+
"learning_rate": 5.2219321148825064e-08,
|
9153 |
+
"loss": 0.2524,
|
9154 |
+
"step": 1190
|
9155 |
+
},
|
9156 |
+
{
|
9157 |
+
"epoch": 108.18,
|
9158 |
+
"eval_accuracy_safe": 0.6740837544959348,
|
9159 |
+
"eval_accuracy_unlabeled": NaN,
|
9160 |
+
"eval_accuracy_unsafe": 0.9909394311922795,
|
9161 |
+
"eval_iou_safe": 0.5199116919028611,
|
9162 |
+
"eval_iou_unlabeled": 0.0,
|
9163 |
+
"eval_iou_unsafe": 0.9812059186949175,
|
9164 |
+
"eval_loss": 0.22940021753311157,
|
9165 |
+
"eval_mean_accuracy": 0.8325115928441071,
|
9166 |
+
"eval_mean_iou": 0.5003725368659262,
|
9167 |
+
"eval_overall_accuracy": 0.9815800225556787,
|
9168 |
+
"eval_runtime": 9.8553,
|
9169 |
+
"eval_samples_per_second": 6.798,
|
9170 |
+
"eval_steps_per_second": 0.507,
|
9171 |
+
"step": 1190
|
9172 |
+
},
|
9173 |
+
{
|
9174 |
+
"epoch": 108.27,
|
9175 |
+
"learning_rate": 4.960835509138382e-08,
|
9176 |
+
"loss": 0.2572,
|
9177 |
+
"step": 1191
|
9178 |
+
},
|
9179 |
+
{
|
9180 |
+
"epoch": 108.36,
|
9181 |
+
"learning_rate": 4.699738903394256e-08,
|
9182 |
+
"loss": 0.2375,
|
9183 |
+
"step": 1192
|
9184 |
+
},
|
9185 |
+
{
|
9186 |
+
"epoch": 108.45,
|
9187 |
+
"learning_rate": 4.4386422976501305e-08,
|
9188 |
+
"loss": 0.2592,
|
9189 |
+
"step": 1193
|
9190 |
+
},
|
9191 |
+
{
|
9192 |
+
"epoch": 108.55,
|
9193 |
+
"learning_rate": 4.177545691906005e-08,
|
9194 |
+
"loss": 0.2463,
|
9195 |
+
"step": 1194
|
9196 |
+
},
|
9197 |
+
{
|
9198 |
+
"epoch": 108.64,
|
9199 |
+
"learning_rate": 3.91644908616188e-08,
|
9200 |
+
"loss": 0.2377,
|
9201 |
+
"step": 1195
|
9202 |
+
},
|
9203 |
+
{
|
9204 |
+
"epoch": 108.73,
|
9205 |
+
"learning_rate": 3.655352480417755e-08,
|
9206 |
+
"loss": 0.2416,
|
9207 |
+
"step": 1196
|
9208 |
+
},
|
9209 |
+
{
|
9210 |
+
"epoch": 108.82,
|
9211 |
+
"learning_rate": 3.394255874673629e-08,
|
9212 |
+
"loss": 0.2558,
|
9213 |
+
"step": 1197
|
9214 |
+
},
|
9215 |
+
{
|
9216 |
+
"epoch": 108.91,
|
9217 |
+
"learning_rate": 3.133159268929504e-08,
|
9218 |
+
"loss": 0.2902,
|
9219 |
+
"step": 1198
|
9220 |
+
},
|
9221 |
+
{
|
9222 |
+
"epoch": 109.0,
|
9223 |
+
"learning_rate": 2.8720626631853785e-08,
|
9224 |
+
"loss": 0.2877,
|
9225 |
+
"step": 1199
|
9226 |
+
},
|
9227 |
+
{
|
9228 |
+
"epoch": 109.09,
|
9229 |
+
"learning_rate": 2.6109660574412532e-08,
|
9230 |
+
"loss": 0.2722,
|
9231 |
+
"step": 1200
|
9232 |
+
},
|
9233 |
+
{
|
9234 |
+
"epoch": 109.09,
|
9235 |
+
"eval_accuracy_safe": 0.6927633278206329,
|
9236 |
+
"eval_accuracy_unlabeled": NaN,
|
9237 |
+
"eval_accuracy_unsafe": 0.9893742073117,
|
9238 |
+
"eval_iou_safe": 0.5144704521640547,
|
9239 |
+
"eval_iou_unlabeled": 0.0,
|
9240 |
+
"eval_iou_unsafe": 0.9802079010876331,
|
9241 |
+
"eval_loss": 0.2461329847574234,
|
9242 |
+
"eval_mean_accuracy": 0.8410687675661664,
|
9243 |
+
"eval_mean_iou": 0.49822611775056264,
|
9244 |
+
"eval_overall_accuracy": 0.9806127975236124,
|
9245 |
+
"eval_runtime": 10.7536,
|
9246 |
+
"eval_samples_per_second": 6.23,
|
9247 |
+
"eval_steps_per_second": 0.465,
|
9248 |
+
"step": 1200
|
9249 |
+
},
|
9250 |
+
{
|
9251 |
+
"epoch": 109.18,
|
9252 |
+
"learning_rate": 5.058910162002946e-07,
|
9253 |
+
"loss": 0.2403,
|
9254 |
+
"step": 1201
|
9255 |
+
},
|
9256 |
+
{
|
9257 |
+
"epoch": 109.27,
|
9258 |
+
"learning_rate": 5.03681885125184e-07,
|
9259 |
+
"loss": 0.2633,
|
9260 |
+
"step": 1202
|
9261 |
+
},
|
9262 |
+
{
|
9263 |
+
"epoch": 109.36,
|
9264 |
+
"learning_rate": 5.014727540500737e-07,
|
9265 |
+
"loss": 0.2314,
|
9266 |
+
"step": 1203
|
9267 |
+
},
|
9268 |
+
{
|
9269 |
+
"epoch": 109.45,
|
9270 |
+
"learning_rate": 4.992636229749632e-07,
|
9271 |
+
"loss": 0.2628,
|
9272 |
+
"step": 1204
|
9273 |
+
},
|
9274 |
+
{
|
9275 |
+
"epoch": 109.55,
|
9276 |
+
"learning_rate": 4.970544918998527e-07,
|
9277 |
+
"loss": 0.2858,
|
9278 |
+
"step": 1205
|
9279 |
+
},
|
9280 |
+
{
|
9281 |
+
"epoch": 109.64,
|
9282 |
+
"learning_rate": 4.948453608247422e-07,
|
9283 |
+
"loss": 0.2463,
|
9284 |
+
"step": 1206
|
9285 |
+
},
|
9286 |
+
{
|
9287 |
+
"epoch": 109.73,
|
9288 |
+
"learning_rate": 4.926362297496319e-07,
|
9289 |
+
"loss": 0.2232,
|
9290 |
+
"step": 1207
|
9291 |
+
},
|
9292 |
+
{
|
9293 |
+
"epoch": 109.82,
|
9294 |
+
"learning_rate": 4.904270986745214e-07,
|
9295 |
+
"loss": 0.2384,
|
9296 |
+
"step": 1208
|
9297 |
+
},
|
9298 |
+
{
|
9299 |
+
"epoch": 109.91,
|
9300 |
+
"learning_rate": 4.882179675994109e-07,
|
9301 |
+
"loss": 0.2542,
|
9302 |
+
"step": 1209
|
9303 |
+
},
|
9304 |
+
{
|
9305 |
+
"epoch": 110.0,
|
9306 |
+
"learning_rate": 4.860088365243004e-07,
|
9307 |
+
"loss": 0.2761,
|
9308 |
+
"step": 1210
|
9309 |
+
},
|
9310 |
+
{
|
9311 |
+
"epoch": 110.0,
|
9312 |
+
"eval_accuracy_safe": 0.6981218268241063,
|
9313 |
+
"eval_accuracy_unlabeled": NaN,
|
9314 |
+
"eval_accuracy_unsafe": 0.988942346560362,
|
9315 |
+
"eval_iou_safe": 0.5136464391621959,
|
9316 |
+
"eval_iou_unlabeled": 0.0,
|
9317 |
+
"eval_iou_unsafe": 0.9799386156578034,
|
9318 |
+
"eval_loss": 0.2529892325401306,
|
9319 |
+
"eval_mean_accuracy": 0.8435320866922341,
|
9320 |
+
"eval_mean_iou": 0.4978616849399997,
|
9321 |
+
"eval_overall_accuracy": 0.9803519747150478,
|
9322 |
+
"eval_runtime": 11.8704,
|
9323 |
+
"eval_samples_per_second": 5.644,
|
9324 |
+
"eval_steps_per_second": 0.421,
|
9325 |
+
"step": 1210
|
9326 |
+
},
|
9327 |
+
{
|
9328 |
+
"epoch": 110.09,
|
9329 |
+
"learning_rate": 4.837997054491901e-07,
|
9330 |
+
"loss": 0.245,
|
9331 |
+
"step": 1211
|
9332 |
+
},
|
9333 |
+
{
|
9334 |
+
"epoch": 110.18,
|
9335 |
+
"learning_rate": 4.815905743740796e-07,
|
9336 |
+
"loss": 0.269,
|
9337 |
+
"step": 1212
|
9338 |
+
},
|
9339 |
+
{
|
9340 |
+
"epoch": 110.27,
|
9341 |
+
"learning_rate": 4.79381443298969e-07,
|
9342 |
+
"loss": 0.2476,
|
9343 |
+
"step": 1213
|
9344 |
+
},
|
9345 |
+
{
|
9346 |
+
"epoch": 110.36,
|
9347 |
+
"learning_rate": 4.771723122238586e-07,
|
9348 |
+
"loss": 0.2507,
|
9349 |
+
"step": 1214
|
9350 |
+
},
|
9351 |
+
{
|
9352 |
+
"epoch": 110.45,
|
9353 |
+
"learning_rate": 4.7496318114874815e-07,
|
9354 |
+
"loss": 0.2477,
|
9355 |
+
"step": 1215
|
9356 |
+
},
|
9357 |
+
{
|
9358 |
+
"epoch": 110.55,
|
9359 |
+
"learning_rate": 4.727540500736377e-07,
|
9360 |
+
"loss": 0.2485,
|
9361 |
+
"step": 1216
|
9362 |
+
},
|
9363 |
+
{
|
9364 |
+
"epoch": 110.64,
|
9365 |
+
"learning_rate": 4.7054491899852725e-07,
|
9366 |
+
"loss": 0.2638,
|
9367 |
+
"step": 1217
|
9368 |
+
},
|
9369 |
+
{
|
9370 |
+
"epoch": 110.73,
|
9371 |
+
"learning_rate": 4.683357879234168e-07,
|
9372 |
+
"loss": 0.2381,
|
9373 |
+
"step": 1218
|
9374 |
+
},
|
9375 |
+
{
|
9376 |
+
"epoch": 110.82,
|
9377 |
+
"learning_rate": 4.6612665684830635e-07,
|
9378 |
+
"loss": 0.2491,
|
9379 |
+
"step": 1219
|
9380 |
+
},
|
9381 |
+
{
|
9382 |
+
"epoch": 110.91,
|
9383 |
+
"learning_rate": 4.6391752577319593e-07,
|
9384 |
+
"loss": 0.2595,
|
9385 |
+
"step": 1220
|
9386 |
+
},
|
9387 |
+
{
|
9388 |
+
"epoch": 110.91,
|
9389 |
+
"eval_accuracy_safe": 0.6890586389412531,
|
9390 |
+
"eval_accuracy_unlabeled": NaN,
|
9391 |
+
"eval_accuracy_unsafe": 0.9900403324265881,
|
9392 |
+
"eval_iou_safe": 0.5196969785076293,
|
9393 |
+
"eval_iou_unlabeled": 0.0,
|
9394 |
+
"eval_iou_unsafe": 0.9807582876854402,
|
9395 |
+
"eval_loss": 0.23863691091537476,
|
9396 |
+
"eval_mean_accuracy": 0.8395494856839205,
|
9397 |
+
"eval_mean_iou": 0.5001517553976899,
|
9398 |
+
"eval_overall_accuracy": 0.9811498158013643,
|
9399 |
+
"eval_runtime": 11.7338,
|
9400 |
+
"eval_samples_per_second": 5.71,
|
9401 |
+
"eval_steps_per_second": 0.426,
|
9402 |
+
"step": 1220
|
9403 |
+
},
|
9404 |
+
{
|
9405 |
+
"epoch": 111.0,
|
9406 |
+
"learning_rate": 4.6170839469808545e-07,
|
9407 |
+
"loss": 0.2617,
|
9408 |
+
"step": 1221
|
9409 |
+
},
|
9410 |
+
{
|
9411 |
+
"epoch": 111.09,
|
9412 |
+
"learning_rate": 4.5949926362297503e-07,
|
9413 |
+
"loss": 0.2358,
|
9414 |
+
"step": 1222
|
9415 |
+
},
|
9416 |
+
{
|
9417 |
+
"epoch": 111.18,
|
9418 |
+
"learning_rate": 4.5729013254786455e-07,
|
9419 |
+
"loss": 0.251,
|
9420 |
+
"step": 1223
|
9421 |
+
},
|
9422 |
+
{
|
9423 |
+
"epoch": 111.27,
|
9424 |
+
"learning_rate": 4.55081001472754e-07,
|
9425 |
+
"loss": 0.2633,
|
9426 |
+
"step": 1224
|
9427 |
+
},
|
9428 |
+
{
|
9429 |
+
"epoch": 111.36,
|
9430 |
+
"learning_rate": 4.528718703976436e-07,
|
9431 |
+
"loss": 0.2447,
|
9432 |
+
"step": 1225
|
9433 |
+
},
|
9434 |
+
{
|
9435 |
+
"epoch": 111.45,
|
9436 |
+
"learning_rate": 4.506627393225331e-07,
|
9437 |
+
"loss": 0.2509,
|
9438 |
+
"step": 1226
|
9439 |
+
},
|
9440 |
+
{
|
9441 |
+
"epoch": 111.55,
|
9442 |
+
"learning_rate": 4.484536082474227e-07,
|
9443 |
+
"loss": 0.2705,
|
9444 |
+
"step": 1227
|
9445 |
+
},
|
9446 |
+
{
|
9447 |
+
"epoch": 111.64,
|
9448 |
+
"learning_rate": 4.462444771723122e-07,
|
9449 |
+
"loss": 0.2494,
|
9450 |
+
"step": 1228
|
9451 |
+
},
|
9452 |
+
{
|
9453 |
+
"epoch": 111.73,
|
9454 |
+
"learning_rate": 4.440353460972018e-07,
|
9455 |
+
"loss": 0.2625,
|
9456 |
+
"step": 1229
|
9457 |
+
},
|
9458 |
+
{
|
9459 |
+
"epoch": 111.82,
|
9460 |
+
"learning_rate": 4.418262150220913e-07,
|
9461 |
+
"loss": 0.2877,
|
9462 |
+
"step": 1230
|
9463 |
+
},
|
9464 |
+
{
|
9465 |
+
"epoch": 111.82,
|
9466 |
+
"eval_accuracy_safe": 0.6779060219505707,
|
9467 |
+
"eval_accuracy_unlabeled": NaN,
|
9468 |
+
"eval_accuracy_unsafe": 0.9911065784929943,
|
9469 |
+
"eval_iou_safe": 0.5250508331865317,
|
9470 |
+
"eval_iou_unlabeled": 0.0,
|
9471 |
+
"eval_iou_unsafe": 0.981484545675428,
|
9472 |
+
"eval_loss": 0.22597333788871765,
|
9473 |
+
"eval_mean_accuracy": 0.8345063002217825,
|
9474 |
+
"eval_mean_iou": 0.5021784596206532,
|
9475 |
+
"eval_overall_accuracy": 0.9818551362450443,
|
9476 |
+
"eval_runtime": 10.6701,
|
9477 |
+
"eval_samples_per_second": 6.279,
|
9478 |
+
"eval_steps_per_second": 0.469,
|
9479 |
+
"step": 1230
|
9480 |
+
},
|
9481 |
+
{
|
9482 |
+
"epoch": 111.91,
|
9483 |
+
"learning_rate": 4.396170839469809e-07,
|
9484 |
+
"loss": 0.2425,
|
9485 |
+
"step": 1231
|
9486 |
+
},
|
9487 |
+
{
|
9488 |
+
"epoch": 112.0,
|
9489 |
+
"learning_rate": 4.374079528718704e-07,
|
9490 |
+
"loss": 0.274,
|
9491 |
+
"step": 1232
|
9492 |
+
},
|
9493 |
+
{
|
9494 |
+
"epoch": 112.09,
|
9495 |
+
"learning_rate": 4.3519882179676e-07,
|
9496 |
+
"loss": 0.2509,
|
9497 |
+
"step": 1233
|
9498 |
+
},
|
9499 |
+
{
|
9500 |
+
"epoch": 112.18,
|
9501 |
+
"learning_rate": 4.3298969072164947e-07,
|
9502 |
+
"loss": 0.2546,
|
9503 |
+
"step": 1234
|
9504 |
+
},
|
9505 |
+
{
|
9506 |
+
"epoch": 112.27,
|
9507 |
+
"learning_rate": 4.30780559646539e-07,
|
9508 |
+
"loss": 0.2595,
|
9509 |
+
"step": 1235
|
9510 |
+
},
|
9511 |
+
{
|
9512 |
+
"epoch": 112.36,
|
9513 |
+
"learning_rate": 4.2857142857142857e-07,
|
9514 |
+
"loss": 0.2535,
|
9515 |
+
"step": 1236
|
9516 |
+
},
|
9517 |
+
{
|
9518 |
+
"epoch": 112.45,
|
9519 |
+
"learning_rate": 4.263622974963181e-07,
|
9520 |
+
"loss": 0.2524,
|
9521 |
+
"step": 1237
|
9522 |
+
},
|
9523 |
+
{
|
9524 |
+
"epoch": 112.55,
|
9525 |
+
"learning_rate": 4.2415316642120767e-07,
|
9526 |
+
"loss": 0.2372,
|
9527 |
+
"step": 1238
|
9528 |
+
},
|
9529 |
+
{
|
9530 |
+
"epoch": 112.64,
|
9531 |
+
"learning_rate": 4.219440353460972e-07,
|
9532 |
+
"loss": 0.2495,
|
9533 |
+
"step": 1239
|
9534 |
+
},
|
9535 |
+
{
|
9536 |
+
"epoch": 112.73,
|
9537 |
+
"learning_rate": 4.1973490427098677e-07,
|
9538 |
+
"loss": 0.2307,
|
9539 |
+
"step": 1240
|
9540 |
+
},
|
9541 |
+
{
|
9542 |
+
"epoch": 112.73,
|
9543 |
+
"eval_accuracy_safe": 0.6717495306494577,
|
9544 |
+
"eval_accuracy_unlabeled": NaN,
|
9545 |
+
"eval_accuracy_unsafe": 0.9916446297021398,
|
9546 |
+
"eval_iou_safe": 0.5274904076829351,
|
9547 |
+
"eval_iou_unlabeled": 0.0,
|
9548 |
+
"eval_iou_unsafe": 0.9818352893830999,
|
9549 |
+
"eval_loss": 0.22187493741512299,
|
9550 |
+
"eval_mean_accuracy": 0.8316970801757988,
|
9551 |
+
"eval_mean_iou": 0.5031085656886783,
|
9552 |
+
"eval_overall_accuracy": 0.9821954414026061,
|
9553 |
+
"eval_runtime": 10.6767,
|
9554 |
+
"eval_samples_per_second": 6.275,
|
9555 |
+
"eval_steps_per_second": 0.468,
|
9556 |
+
"step": 1240
|
9557 |
+
},
|
9558 |
+
{
|
9559 |
+
"epoch": 112.82,
|
9560 |
+
"learning_rate": 4.175257731958763e-07,
|
9561 |
+
"loss": 0.2705,
|
9562 |
+
"step": 1241
|
9563 |
+
},
|
9564 |
+
{
|
9565 |
+
"epoch": 112.91,
|
9566 |
+
"learning_rate": 4.1531664212076587e-07,
|
9567 |
+
"loss": 0.243,
|
9568 |
+
"step": 1242
|
9569 |
+
},
|
9570 |
+
{
|
9571 |
+
"epoch": 113.0,
|
9572 |
+
"learning_rate": 4.1310751104565544e-07,
|
9573 |
+
"loss": 0.2737,
|
9574 |
+
"step": 1243
|
9575 |
+
},
|
9576 |
+
{
|
9577 |
+
"epoch": 113.09,
|
9578 |
+
"learning_rate": 4.1089837997054497e-07,
|
9579 |
+
"loss": 0.2452,
|
9580 |
+
"step": 1244
|
9581 |
+
},
|
9582 |
+
{
|
9583 |
+
"epoch": 113.18,
|
9584 |
+
"learning_rate": 4.0868924889543444e-07,
|
9585 |
+
"loss": 0.2371,
|
9586 |
+
"step": 1245
|
9587 |
+
},
|
9588 |
+
{
|
9589 |
+
"epoch": 113.27,
|
9590 |
+
"learning_rate": 4.06480117820324e-07,
|
9591 |
+
"loss": 0.2642,
|
9592 |
+
"step": 1246
|
9593 |
+
},
|
9594 |
+
{
|
9595 |
+
"epoch": 113.36,
|
9596 |
+
"learning_rate": 4.0427098674521353e-07,
|
9597 |
+
"loss": 0.2855,
|
9598 |
+
"step": 1247
|
9599 |
+
},
|
9600 |
+
{
|
9601 |
+
"epoch": 113.45,
|
9602 |
+
"learning_rate": 4.020618556701031e-07,
|
9603 |
+
"loss": 0.2299,
|
9604 |
+
"step": 1248
|
9605 |
+
},
|
9606 |
+
{
|
9607 |
+
"epoch": 113.55,
|
9608 |
+
"learning_rate": 3.9985272459499263e-07,
|
9609 |
+
"loss": 0.2702,
|
9610 |
+
"step": 1249
|
9611 |
+
},
|
9612 |
+
{
|
9613 |
+
"epoch": 113.64,
|
9614 |
+
"learning_rate": 3.976435935198822e-07,
|
9615 |
+
"loss": 0.2559,
|
9616 |
+
"step": 1250
|
9617 |
+
},
|
9618 |
+
{
|
9619 |
+
"epoch": 113.64,
|
9620 |
+
"eval_accuracy_safe": 0.6926515317982583,
|
9621 |
+
"eval_accuracy_unlabeled": NaN,
|
9622 |
+
"eval_accuracy_unsafe": 0.989994394786553,
|
9623 |
+
"eval_iou_safe": 0.5223786867158301,
|
9624 |
+
"eval_iou_unlabeled": 0.0,
|
9625 |
+
"eval_iou_unsafe": 0.9808192641220421,
|
9626 |
+
"eval_loss": 0.23822158575057983,
|
9627 |
+
"eval_mean_accuracy": 0.8413229632924057,
|
9628 |
+
"eval_mean_iou": 0.501065983612624,
|
9629 |
+
"eval_overall_accuracy": 0.981211363379635,
|
9630 |
+
"eval_runtime": 10.6254,
|
9631 |
+
"eval_samples_per_second": 6.306,
|
9632 |
+
"eval_steps_per_second": 0.471,
|
9633 |
+
"step": 1250
|
9634 |
+
},
|
9635 |
+
{
|
9636 |
+
"epoch": 113.73,
|
9637 |
+
"learning_rate": 3.9543446244477173e-07,
|
9638 |
+
"loss": 0.2448,
|
9639 |
+
"step": 1251
|
9640 |
+
},
|
9641 |
+
{
|
9642 |
+
"epoch": 113.82,
|
9643 |
+
"learning_rate": 3.932253313696613e-07,
|
9644 |
+
"loss": 0.2333,
|
9645 |
+
"step": 1252
|
9646 |
+
},
|
9647 |
+
{
|
9648 |
+
"epoch": 113.91,
|
9649 |
+
"learning_rate": 3.9101620029455083e-07,
|
9650 |
+
"loss": 0.2408,
|
9651 |
+
"step": 1253
|
9652 |
+
},
|
9653 |
+
{
|
9654 |
+
"epoch": 114.0,
|
9655 |
+
"learning_rate": 3.888070692194404e-07,
|
9656 |
+
"loss": 0.2342,
|
9657 |
+
"step": 1254
|
9658 |
+
},
|
9659 |
+
{
|
9660 |
+
"epoch": 114.09,
|
9661 |
+
"learning_rate": 3.865979381443299e-07,
|
9662 |
+
"loss": 0.2117,
|
9663 |
+
"step": 1255
|
9664 |
+
},
|
9665 |
+
{
|
9666 |
+
"epoch": 114.18,
|
9667 |
+
"learning_rate": 3.843888070692194e-07,
|
9668 |
+
"loss": 0.2651,
|
9669 |
+
"step": 1256
|
9670 |
+
},
|
9671 |
+
{
|
9672 |
+
"epoch": 114.27,
|
9673 |
+
"learning_rate": 3.82179675994109e-07,
|
9674 |
+
"loss": 0.2763,
|
9675 |
+
"step": 1257
|
9676 |
+
},
|
9677 |
+
{
|
9678 |
+
"epoch": 114.36,
|
9679 |
+
"learning_rate": 3.799705449189985e-07,
|
9680 |
+
"loss": 0.2374,
|
9681 |
+
"step": 1258
|
9682 |
+
},
|
9683 |
+
{
|
9684 |
+
"epoch": 114.45,
|
9685 |
+
"learning_rate": 3.777614138438881e-07,
|
9686 |
+
"loss": 0.2341,
|
9687 |
+
"step": 1259
|
9688 |
+
},
|
9689 |
+
{
|
9690 |
+
"epoch": 114.55,
|
9691 |
+
"learning_rate": 3.755522827687776e-07,
|
9692 |
+
"loss": 0.2668,
|
9693 |
+
"step": 1260
|
9694 |
+
},
|
9695 |
+
{
|
9696 |
+
"epoch": 114.55,
|
9697 |
+
"eval_accuracy_safe": 0.6883416023839538,
|
9698 |
+
"eval_accuracy_unlabeled": NaN,
|
9699 |
+
"eval_accuracy_unsafe": 0.9905610763511739,
|
9700 |
+
"eval_iou_safe": 0.5258211330878315,
|
9701 |
+
"eval_iou_unlabeled": 0.0,
|
9702 |
+
"eval_iou_unsafe": 0.9812530486243857,
|
9703 |
+
"eval_loss": 0.2275046706199646,
|
9704 |
+
"eval_mean_accuracy": 0.8394513393675638,
|
9705 |
+
"eval_mean_iou": 0.5023580605707391,
|
9706 |
+
"eval_overall_accuracy": 0.9816339976751982,
|
9707 |
+
"eval_runtime": 10.1275,
|
9708 |
+
"eval_samples_per_second": 6.616,
|
9709 |
+
"eval_steps_per_second": 0.494,
|
9710 |
+
"step": 1260
|
9711 |
+
},
|
9712 |
+
{
|
9713 |
+
"epoch": 114.64,
|
9714 |
+
"learning_rate": 3.733431516936672e-07,
|
9715 |
+
"loss": 0.2563,
|
9716 |
+
"step": 1261
|
9717 |
+
},
|
9718 |
+
{
|
9719 |
+
"epoch": 114.73,
|
9720 |
+
"learning_rate": 3.711340206185567e-07,
|
9721 |
+
"loss": 0.2266,
|
9722 |
+
"step": 1262
|
9723 |
+
},
|
9724 |
+
{
|
9725 |
+
"epoch": 114.82,
|
9726 |
+
"learning_rate": 3.689248895434462e-07,
|
9727 |
+
"loss": 0.2341,
|
9728 |
+
"step": 1263
|
9729 |
+
},
|
9730 |
+
{
|
9731 |
+
"epoch": 114.91,
|
9732 |
+
"learning_rate": 3.667157584683358e-07,
|
9733 |
+
"loss": 0.2516,
|
9734 |
+
"step": 1264
|
9735 |
+
},
|
9736 |
+
{
|
9737 |
+
"epoch": 115.0,
|
9738 |
+
"learning_rate": 3.645066273932253e-07,
|
9739 |
+
"loss": 0.256,
|
9740 |
+
"step": 1265
|
9741 |
+
},
|
9742 |
+
{
|
9743 |
+
"epoch": 115.09,
|
9744 |
+
"learning_rate": 3.622974963181149e-07,
|
9745 |
+
"loss": 0.2606,
|
9746 |
+
"step": 1266
|
9747 |
+
},
|
9748 |
+
{
|
9749 |
+
"epoch": 115.18,
|
9750 |
+
"learning_rate": 3.600883652430044e-07,
|
9751 |
+
"loss": 0.2305,
|
9752 |
+
"step": 1267
|
9753 |
+
},
|
9754 |
+
{
|
9755 |
+
"epoch": 115.27,
|
9756 |
+
"learning_rate": 3.57879234167894e-07,
|
9757 |
+
"loss": 0.2448,
|
9758 |
+
"step": 1268
|
9759 |
+
},
|
9760 |
+
{
|
9761 |
+
"epoch": 115.36,
|
9762 |
+
"learning_rate": 3.556701030927835e-07,
|
9763 |
+
"loss": 0.2591,
|
9764 |
+
"step": 1269
|
9765 |
+
},
|
9766 |
+
{
|
9767 |
+
"epoch": 115.45,
|
9768 |
+
"learning_rate": 3.5346097201767305e-07,
|
9769 |
+
"loss": 0.2269,
|
9770 |
+
"step": 1270
|
9771 |
+
},
|
9772 |
+
{
|
9773 |
+
"epoch": 115.45,
|
9774 |
+
"eval_accuracy_safe": 0.6798451046834824,
|
9775 |
+
"eval_accuracy_unlabeled": NaN,
|
9776 |
+
"eval_accuracy_unsafe": 0.9913400801626486,
|
9777 |
+
"eval_iou_safe": 0.5296355972544032,
|
9778 |
+
"eval_iou_unlabeled": 0.0,
|
9779 |
+
"eval_iou_unsafe": 0.9817733340142957,
|
9780 |
+
"eval_loss": 0.22122938930988312,
|
9781 |
+
"eval_mean_accuracy": 0.8355925924230655,
|
9782 |
+
"eval_mean_iou": 0.5038029770895663,
|
9783 |
+
"eval_overall_accuracy": 0.982139018044543,
|
9784 |
+
"eval_runtime": 10.1403,
|
9785 |
+
"eval_samples_per_second": 6.607,
|
9786 |
+
"eval_steps_per_second": 0.493,
|
9787 |
+
"step": 1270
|
9788 |
+
},
|
9789 |
+
{
|
9790 |
+
"epoch": 115.55,
|
9791 |
+
"learning_rate": 3.512518409425626e-07,
|
9792 |
+
"loss": 0.2374,
|
9793 |
+
"step": 1271
|
9794 |
+
},
|
9795 |
+
{
|
9796 |
+
"epoch": 115.64,
|
9797 |
+
"learning_rate": 3.4904270986745215e-07,
|
9798 |
+
"loss": 0.2579,
|
9799 |
+
"step": 1272
|
9800 |
+
},
|
9801 |
+
{
|
9802 |
+
"epoch": 115.73,
|
9803 |
+
"learning_rate": 3.468335787923417e-07,
|
9804 |
+
"loss": 0.2653,
|
9805 |
+
"step": 1273
|
9806 |
+
},
|
9807 |
+
{
|
9808 |
+
"epoch": 115.82,
|
9809 |
+
"learning_rate": 3.446244477172312e-07,
|
9810 |
+
"loss": 0.227,
|
9811 |
+
"step": 1274
|
9812 |
+
},
|
9813 |
+
{
|
9814 |
+
"epoch": 115.91,
|
9815 |
+
"learning_rate": 3.4241531664212077e-07,
|
9816 |
+
"loss": 0.2473,
|
9817 |
+
"step": 1275
|
9818 |
+
},
|
9819 |
+
{
|
9820 |
+
"epoch": 116.0,
|
9821 |
+
"learning_rate": 3.402061855670103e-07,
|
9822 |
+
"loss": 0.2413,
|
9823 |
+
"step": 1276
|
9824 |
+
},
|
9825 |
+
{
|
9826 |
+
"epoch": 116.09,
|
9827 |
+
"learning_rate": 3.3799705449189987e-07,
|
9828 |
+
"loss": 0.2626,
|
9829 |
+
"step": 1277
|
9830 |
+
},
|
9831 |
+
{
|
9832 |
+
"epoch": 116.18,
|
9833 |
+
"learning_rate": 3.3578792341678944e-07,
|
9834 |
+
"loss": 0.2413,
|
9835 |
+
"step": 1278
|
9836 |
+
},
|
9837 |
+
{
|
9838 |
+
"epoch": 116.27,
|
9839 |
+
"learning_rate": 3.335787923416789e-07,
|
9840 |
+
"loss": 0.2478,
|
9841 |
+
"step": 1279
|
9842 |
+
},
|
9843 |
+
{
|
9844 |
+
"epoch": 116.36,
|
9845 |
+
"learning_rate": 3.313696612665685e-07,
|
9846 |
+
"loss": 0.2713,
|
9847 |
+
"step": 1280
|
9848 |
+
},
|
9849 |
+
{
|
9850 |
+
"epoch": 116.36,
|
9851 |
+
"eval_accuracy_safe": 0.6816897390526636,
|
9852 |
+
"eval_accuracy_unlabeled": NaN,
|
9853 |
+
"eval_accuracy_unsafe": 0.9912800620199209,
|
9854 |
+
"eval_iou_safe": 0.5304593158334445,
|
9855 |
+
"eval_iou_unlabeled": 0.0,
|
9856 |
+
"eval_iou_unsafe": 0.9817684854950441,
|
9857 |
+
"eval_loss": 0.22652094066143036,
|
9858 |
+
"eval_mean_accuracy": 0.8364849005362922,
|
9859 |
+
"eval_mean_iou": 0.5040759337761629,
|
9860 |
+
"eval_overall_accuracy": 0.9821352602830574,
|
9861 |
+
"eval_runtime": 10.9916,
|
9862 |
+
"eval_samples_per_second": 6.096,
|
9863 |
+
"eval_steps_per_second": 0.455,
|
9864 |
+
"step": 1280
|
9865 |
+
},
|
9866 |
+
{
|
9867 |
+
"epoch": 116.45,
|
9868 |
+
"learning_rate": 3.29160530191458e-07,
|
9869 |
+
"loss": 0.2339,
|
9870 |
+
"step": 1281
|
9871 |
+
},
|
9872 |
+
{
|
9873 |
+
"epoch": 116.55,
|
9874 |
+
"learning_rate": 3.269513991163476e-07,
|
9875 |
+
"loss": 0.2386,
|
9876 |
+
"step": 1282
|
9877 |
+
},
|
9878 |
+
{
|
9879 |
+
"epoch": 116.64,
|
9880 |
+
"learning_rate": 3.247422680412371e-07,
|
9881 |
+
"loss": 0.2582,
|
9882 |
+
"step": 1283
|
9883 |
+
},
|
9884 |
+
{
|
9885 |
+
"epoch": 116.73,
|
9886 |
+
"learning_rate": 3.225331369661267e-07,
|
9887 |
+
"loss": 0.2297,
|
9888 |
+
"step": 1284
|
9889 |
+
},
|
9890 |
+
{
|
9891 |
+
"epoch": 116.82,
|
9892 |
+
"learning_rate": 3.203240058910162e-07,
|
9893 |
+
"loss": 0.2621,
|
9894 |
+
"step": 1285
|
9895 |
+
},
|
9896 |
+
{
|
9897 |
+
"epoch": 116.91,
|
9898 |
+
"learning_rate": 3.1811487481590574e-07,
|
9899 |
+
"loss": 0.2372,
|
9900 |
+
"step": 1286
|
9901 |
+
},
|
9902 |
+
{
|
9903 |
+
"epoch": 117.0,
|
9904 |
+
"learning_rate": 3.159057437407953e-07,
|
9905 |
+
"loss": 0.2213,
|
9906 |
+
"step": 1287
|
9907 |
+
},
|
9908 |
+
{
|
9909 |
+
"epoch": 117.09,
|
9910 |
+
"learning_rate": 3.1369661266568484e-07,
|
9911 |
+
"loss": 0.2314,
|
9912 |
+
"step": 1288
|
9913 |
+
},
|
9914 |
+
{
|
9915 |
+
"epoch": 117.18,
|
9916 |
+
"learning_rate": 3.114874815905744e-07,
|
9917 |
+
"loss": 0.2534,
|
9918 |
+
"step": 1289
|
9919 |
+
},
|
9920 |
+
{
|
9921 |
+
"epoch": 117.27,
|
9922 |
+
"learning_rate": 3.092783505154639e-07,
|
9923 |
+
"loss": 0.2351,
|
9924 |
+
"step": 1290
|
9925 |
+
},
|
9926 |
+
{
|
9927 |
+
"epoch": 117.27,
|
9928 |
+
"eval_accuracy_safe": 0.6579793447211075,
|
9929 |
+
"eval_accuracy_unlabeled": NaN,
|
9930 |
+
"eval_accuracy_unsafe": 0.9930648830737456,
|
9931 |
+
"eval_iou_safe": 0.5362673788390543,
|
9932 |
+
"eval_iou_unlabeled": 0.0,
|
9933 |
+
"eval_iou_unsafe": 0.9828336908450164,
|
9934 |
+
"eval_loss": 0.2113417536020279,
|
9935 |
+
"eval_mean_accuracy": 0.8255221138974266,
|
9936 |
+
"eval_mean_iou": 0.5063670232280235,
|
9937 |
+
"eval_overall_accuracy": 0.9831669935539588,
|
9938 |
+
"eval_runtime": 10.2072,
|
9939 |
+
"eval_samples_per_second": 6.564,
|
9940 |
+
"eval_steps_per_second": 0.49,
|
9941 |
+
"step": 1290
|
9942 |
+
},
|
9943 |
+
{
|
9944 |
+
"epoch": 117.36,
|
9945 |
+
"learning_rate": 3.0706921944035346e-07,
|
9946 |
+
"loss": 0.2175,
|
9947 |
+
"step": 1291
|
9948 |
+
},
|
9949 |
+
{
|
9950 |
+
"epoch": 117.45,
|
9951 |
+
"learning_rate": 3.0486008836524304e-07,
|
9952 |
+
"loss": 0.2224,
|
9953 |
+
"step": 1292
|
9954 |
+
},
|
9955 |
+
{
|
9956 |
+
"epoch": 117.55,
|
9957 |
+
"learning_rate": 3.0265095729013256e-07,
|
9958 |
+
"loss": 0.2312,
|
9959 |
+
"step": 1293
|
9960 |
+
},
|
9961 |
+
{
|
9962 |
+
"epoch": 117.64,
|
9963 |
+
"learning_rate": 3.0044182621502213e-07,
|
9964 |
+
"loss": 0.2375,
|
9965 |
+
"step": 1294
|
9966 |
+
},
|
9967 |
+
{
|
9968 |
+
"epoch": 117.73,
|
9969 |
+
"learning_rate": 2.982326951399116e-07,
|
9970 |
+
"loss": 0.2356,
|
9971 |
+
"step": 1295
|
9972 |
+
},
|
9973 |
+
{
|
9974 |
+
"epoch": 117.82,
|
9975 |
+
"learning_rate": 2.960235640648012e-07,
|
9976 |
+
"loss": 0.2562,
|
9977 |
+
"step": 1296
|
9978 |
+
},
|
9979 |
+
{
|
9980 |
+
"epoch": 117.91,
|
9981 |
+
"learning_rate": 2.938144329896907e-07,
|
9982 |
+
"loss": 0.2721,
|
9983 |
+
"step": 1297
|
9984 |
+
},
|
9985 |
+
{
|
9986 |
+
"epoch": 118.0,
|
9987 |
+
"learning_rate": 2.916053019145803e-07,
|
9988 |
+
"loss": 0.3198,
|
9989 |
+
"step": 1298
|
9990 |
+
},
|
9991 |
+
{
|
9992 |
+
"epoch": 118.09,
|
9993 |
+
"learning_rate": 2.893961708394698e-07,
|
9994 |
+
"loss": 0.238,
|
9995 |
+
"step": 1299
|
9996 |
+
},
|
9997 |
+
{
|
9998 |
+
"epoch": 118.18,
|
9999 |
+
"learning_rate": 2.871870397643594e-07,
|
10000 |
+
"loss": 0.2306,
|
10001 |
+
"step": 1300
|
10002 |
+
},
|
10003 |
+
{
|
10004 |
+
"epoch": 118.18,
|
10005 |
+
"eval_accuracy_safe": 0.6791473433024545,
|
10006 |
+
"eval_accuracy_unlabeled": NaN,
|
10007 |
+
"eval_accuracy_unsafe": 0.9916780122272738,
|
10008 |
+
"eval_iou_safe": 0.53369130566495,
|
10009 |
+
"eval_iou_unlabeled": 0.0,
|
10010 |
+
"eval_iou_unsafe": 0.9820873485493454,
|
10011 |
+
"eval_loss": 0.22578716278076172,
|
10012 |
+
"eval_mean_accuracy": 0.8354126777648642,
|
10013 |
+
"eval_mean_iou": 0.5052595514047652,
|
10014 |
+
"eval_overall_accuracy": 0.9824463573854361,
|
10015 |
+
"eval_runtime": 10.6471,
|
10016 |
+
"eval_samples_per_second": 6.293,
|
10017 |
+
"eval_steps_per_second": 0.47,
|
10018 |
+
"step": 1300
|
10019 |
+
},
|
10020 |
+
{
|
10021 |
+
"epoch": 118.27,
|
10022 |
+
"learning_rate": 2.849779086892489e-07,
|
10023 |
+
"loss": 0.24,
|
10024 |
+
"step": 1301
|
10025 |
+
},
|
10026 |
+
{
|
10027 |
+
"epoch": 118.36,
|
10028 |
+
"learning_rate": 2.8276877761413843e-07,
|
10029 |
+
"loss": 0.2659,
|
10030 |
+
"step": 1302
|
10031 |
+
},
|
10032 |
+
{
|
10033 |
+
"epoch": 118.45,
|
10034 |
+
"learning_rate": 2.80559646539028e-07,
|
10035 |
+
"loss": 0.2316,
|
10036 |
+
"step": 1303
|
10037 |
+
},
|
10038 |
+
{
|
10039 |
+
"epoch": 118.55,
|
10040 |
+
"learning_rate": 2.783505154639175e-07,
|
10041 |
+
"loss": 0.2537,
|
10042 |
+
"step": 1304
|
10043 |
+
},
|
10044 |
+
{
|
10045 |
+
"epoch": 118.64,
|
10046 |
+
"learning_rate": 2.761413843888071e-07,
|
10047 |
+
"loss": 0.284,
|
10048 |
+
"step": 1305
|
10049 |
+
},
|
10050 |
+
{
|
10051 |
+
"epoch": 118.73,
|
10052 |
+
"learning_rate": 2.739322533136966e-07,
|
10053 |
+
"loss": 0.2244,
|
10054 |
+
"step": 1306
|
10055 |
+
},
|
10056 |
+
{
|
10057 |
+
"epoch": 118.82,
|
10058 |
+
"learning_rate": 2.7172312223858615e-07,
|
10059 |
+
"loss": 0.2158,
|
10060 |
+
"step": 1307
|
10061 |
+
},
|
10062 |
+
{
|
10063 |
+
"epoch": 118.91,
|
10064 |
+
"learning_rate": 2.695139911634757e-07,
|
10065 |
+
"loss": 0.235,
|
10066 |
+
"step": 1308
|
10067 |
+
},
|
10068 |
+
{
|
10069 |
+
"epoch": 119.0,
|
10070 |
+
"learning_rate": 2.6730486008836525e-07,
|
10071 |
+
"loss": 0.2631,
|
10072 |
+
"step": 1309
|
10073 |
+
},
|
10074 |
+
{
|
10075 |
+
"epoch": 119.09,
|
10076 |
+
"learning_rate": 2.650957290132548e-07,
|
10077 |
+
"loss": 0.2371,
|
10078 |
+
"step": 1310
|
10079 |
+
},
|
10080 |
+
{
|
10081 |
+
"epoch": 119.09,
|
10082 |
+
"eval_accuracy_safe": 0.6765432669881766,
|
10083 |
+
"eval_accuracy_unlabeled": NaN,
|
10084 |
+
"eval_accuracy_unsafe": 0.9919063510459408,
|
10085 |
+
"eval_iou_safe": 0.5347822046022791,
|
10086 |
+
"eval_iou_unlabeled": 0.0,
|
10087 |
+
"eval_iou_unsafe": 0.982236378477457,
|
10088 |
+
"eval_loss": 0.22342072427272797,
|
10089 |
+
"eval_mean_accuracy": 0.8342248090170588,
|
10090 |
+
"eval_mean_iou": 0.5056728610265787,
|
10091 |
+
"eval_overall_accuracy": 0.9825910312026295,
|
10092 |
+
"eval_runtime": 9.5196,
|
10093 |
+
"eval_samples_per_second": 7.038,
|
10094 |
+
"eval_steps_per_second": 0.525,
|
10095 |
+
"step": 1310
|
10096 |
+
},
|
10097 |
+
{
|
10098 |
+
"epoch": 119.18,
|
10099 |
+
"learning_rate": 2.628865979381443e-07,
|
10100 |
+
"loss": 0.251,
|
10101 |
+
"step": 1311
|
10102 |
+
},
|
10103 |
+
{
|
10104 |
+
"epoch": 119.27,
|
10105 |
+
"learning_rate": 2.6067746686303387e-07,
|
10106 |
+
"loss": 0.2485,
|
10107 |
+
"step": 1312
|
10108 |
+
},
|
10109 |
+
{
|
10110 |
+
"epoch": 119.36,
|
10111 |
+
"learning_rate": 2.584683357879234e-07,
|
10112 |
+
"loss": 0.2169,
|
10113 |
+
"step": 1313
|
10114 |
+
},
|
10115 |
+
{
|
10116 |
+
"epoch": 119.45,
|
10117 |
+
"learning_rate": 2.5625920471281297e-07,
|
10118 |
+
"loss": 0.241,
|
10119 |
+
"step": 1314
|
10120 |
+
},
|
10121 |
+
{
|
10122 |
+
"epoch": 119.55,
|
10123 |
+
"learning_rate": 2.5405007363770255e-07,
|
10124 |
+
"loss": 0.2512,
|
10125 |
+
"step": 1315
|
10126 |
+
},
|
10127 |
+
{
|
10128 |
+
"epoch": 119.64,
|
10129 |
+
"learning_rate": 2.51840942562592e-07,
|
10130 |
+
"loss": 0.2477,
|
10131 |
+
"step": 1316
|
10132 |
+
},
|
10133 |
+
{
|
10134 |
+
"epoch": 119.73,
|
10135 |
+
"learning_rate": 2.496318114874816e-07,
|
10136 |
+
"loss": 0.2319,
|
10137 |
+
"step": 1317
|
10138 |
+
},
|
10139 |
+
{
|
10140 |
+
"epoch": 119.82,
|
10141 |
+
"learning_rate": 2.474226804123711e-07,
|
10142 |
+
"loss": 0.2498,
|
10143 |
+
"step": 1318
|
10144 |
+
},
|
10145 |
+
{
|
10146 |
+
"epoch": 119.91,
|
10147 |
+
"learning_rate": 2.452135493372607e-07,
|
10148 |
+
"loss": 0.2188,
|
10149 |
+
"step": 1319
|
10150 |
+
},
|
10151 |
+
{
|
10152 |
+
"epoch": 120.0,
|
10153 |
+
"learning_rate": 2.430044182621502e-07,
|
10154 |
+
"loss": 0.277,
|
10155 |
+
"step": 1320
|
10156 |
+
},
|
10157 |
+
{
|
10158 |
+
"epoch": 120.0,
|
10159 |
+
"eval_accuracy_safe": 0.6760266922641007,
|
10160 |
+
"eval_accuracy_unlabeled": NaN,
|
10161 |
+
"eval_accuracy_unsafe": 0.9920127761787932,
|
10162 |
+
"eval_iou_safe": 0.5359261398538566,
|
10163 |
+
"eval_iou_unlabeled": 0.0,
|
10164 |
+
"eval_iou_unsafe": 0.9823264713164845,
|
10165 |
+
"eval_loss": 0.22630931437015533,
|
10166 |
+
"eval_mean_accuracy": 0.834019734221447,
|
10167 |
+
"eval_mean_iou": 0.5060842037234471,
|
10168 |
+
"eval_overall_accuracy": 0.9826790539186392,
|
10169 |
+
"eval_runtime": 11.2911,
|
10170 |
+
"eval_samples_per_second": 5.934,
|
10171 |
+
"eval_steps_per_second": 0.443,
|
10172 |
+
"step": 1320
|
10173 |
+
},
|
10174 |
+
{
|
10175 |
+
"epoch": 120.09,
|
10176 |
+
"learning_rate": 2.407952871870398e-07,
|
10177 |
+
"loss": 0.2455,
|
10178 |
+
"step": 1321
|
10179 |
+
},
|
10180 |
+
{
|
10181 |
+
"epoch": 120.18,
|
10182 |
+
"learning_rate": 2.385861561119293e-07,
|
10183 |
+
"loss": 0.2368,
|
10184 |
+
"step": 1322
|
10185 |
+
},
|
10186 |
+
{
|
10187 |
+
"epoch": 120.27,
|
10188 |
+
"learning_rate": 2.3637702503681884e-07,
|
10189 |
+
"loss": 0.2408,
|
10190 |
+
"step": 1323
|
10191 |
+
},
|
10192 |
+
{
|
10193 |
+
"epoch": 120.36,
|
10194 |
+
"learning_rate": 2.341678939617084e-07,
|
10195 |
+
"loss": 0.2503,
|
10196 |
+
"step": 1324
|
10197 |
+
},
|
10198 |
+
{
|
10199 |
+
"epoch": 120.45,
|
10200 |
+
"learning_rate": 2.3195876288659797e-07,
|
10201 |
+
"loss": 0.2282,
|
10202 |
+
"step": 1325
|
10203 |
+
},
|
10204 |
+
{
|
10205 |
+
"epoch": 120.55,
|
10206 |
+
"learning_rate": 2.2974963181148751e-07,
|
10207 |
+
"loss": 0.2042,
|
10208 |
+
"step": 1326
|
10209 |
+
},
|
10210 |
+
{
|
10211 |
+
"epoch": 120.64,
|
10212 |
+
"learning_rate": 2.27540500736377e-07,
|
10213 |
+
"loss": 0.2779,
|
10214 |
+
"step": 1327
|
10215 |
+
},
|
10216 |
+
{
|
10217 |
+
"epoch": 120.73,
|
10218 |
+
"learning_rate": 2.2533136966126656e-07,
|
10219 |
+
"loss": 0.2478,
|
10220 |
+
"step": 1328
|
10221 |
+
},
|
10222 |
+
{
|
10223 |
+
"epoch": 120.82,
|
10224 |
+
"learning_rate": 2.231222385861561e-07,
|
10225 |
+
"loss": 0.2247,
|
10226 |
+
"step": 1329
|
10227 |
+
},
|
10228 |
+
{
|
10229 |
+
"epoch": 120.91,
|
10230 |
+
"learning_rate": 2.2091310751104566e-07,
|
10231 |
+
"loss": 0.2121,
|
10232 |
+
"step": 1330
|
10233 |
+
},
|
10234 |
+
{
|
10235 |
+
"epoch": 120.91,
|
10236 |
+
"eval_accuracy_safe": 0.6751843670610368,
|
10237 |
+
"eval_accuracy_unlabeled": NaN,
|
10238 |
+
"eval_accuracy_unsafe": 0.9921348658708914,
|
10239 |
+
"eval_iou_safe": 0.5369510533246061,
|
10240 |
+
"eval_iou_unlabeled": 0.0,
|
10241 |
+
"eval_iou_unsafe": 0.982422427237456,
|
10242 |
+
"eval_loss": 0.21907496452331543,
|
10243 |
+
"eval_mean_accuracy": 0.8336596164659641,
|
10244 |
+
"eval_mean_iou": 0.5064578268540206,
|
10245 |
+
"eval_overall_accuracy": 0.9827726563410972,
|
10246 |
+
"eval_runtime": 13.2654,
|
10247 |
+
"eval_samples_per_second": 5.051,
|
10248 |
+
"eval_steps_per_second": 0.377,
|
10249 |
+
"step": 1330
|
10250 |
+
},
|
10251 |
+
{
|
10252 |
+
"epoch": 121.0,
|
10253 |
+
"learning_rate": 2.187039764359352e-07,
|
10254 |
+
"loss": 0.2455,
|
10255 |
+
"step": 1331
|
10256 |
+
},
|
10257 |
+
{
|
10258 |
+
"epoch": 121.09,
|
10259 |
+
"learning_rate": 2.1649484536082473e-07,
|
10260 |
+
"loss": 0.253,
|
10261 |
+
"step": 1332
|
10262 |
+
},
|
10263 |
+
{
|
10264 |
+
"epoch": 121.18,
|
10265 |
+
"learning_rate": 2.1428571428571428e-07,
|
10266 |
+
"loss": 0.2496,
|
10267 |
+
"step": 1333
|
10268 |
+
},
|
10269 |
+
{
|
10270 |
+
"epoch": 121.27,
|
10271 |
+
"learning_rate": 2.1207658321060383e-07,
|
10272 |
+
"loss": 0.2477,
|
10273 |
+
"step": 1334
|
10274 |
+
},
|
10275 |
+
{
|
10276 |
+
"epoch": 121.36,
|
10277 |
+
"learning_rate": 2.0986745213549338e-07,
|
10278 |
+
"loss": 0.2315,
|
10279 |
+
"step": 1335
|
10280 |
+
},
|
10281 |
+
{
|
10282 |
+
"epoch": 121.45,
|
10283 |
+
"learning_rate": 2.0765832106038293e-07,
|
10284 |
+
"loss": 0.232,
|
10285 |
+
"step": 1336
|
10286 |
+
},
|
10287 |
+
{
|
10288 |
+
"epoch": 121.55,
|
10289 |
+
"learning_rate": 2.0544918998527248e-07,
|
10290 |
+
"loss": 0.2774,
|
10291 |
+
"step": 1337
|
10292 |
+
},
|
10293 |
+
{
|
10294 |
+
"epoch": 121.64,
|
10295 |
+
"learning_rate": 2.03240058910162e-07,
|
10296 |
+
"loss": 0.2219,
|
10297 |
+
"step": 1338
|
10298 |
+
},
|
10299 |
+
{
|
10300 |
+
"epoch": 121.73,
|
10301 |
+
"learning_rate": 2.0103092783505156e-07,
|
10302 |
+
"loss": 0.2392,
|
10303 |
+
"step": 1339
|
10304 |
+
},
|
10305 |
+
{
|
10306 |
+
"epoch": 121.82,
|
10307 |
+
"learning_rate": 1.988217967599411e-07,
|
10308 |
+
"loss": 0.2426,
|
10309 |
+
"step": 1340
|
10310 |
+
},
|
10311 |
+
{
|
10312 |
+
"epoch": 121.82,
|
10313 |
+
"eval_accuracy_safe": 0.6888716697314197,
|
10314 |
+
"eval_accuracy_unlabeled": NaN,
|
10315 |
+
"eval_accuracy_unsafe": 0.9911729328619338,
|
10316 |
+
"eval_iou_safe": 0.5344790971875346,
|
10317 |
+
"eval_iou_unlabeled": 0.0,
|
10318 |
+
"eval_iou_unsafe": 0.9818749624409823,
|
10319 |
+
"eval_loss": 0.2236604243516922,
|
10320 |
+
"eval_mean_accuracy": 0.8400223012966768,
|
10321 |
+
"eval_mean_iou": 0.5054513532095056,
|
10322 |
+
"eval_overall_accuracy": 0.9822434382652169,
|
10323 |
+
"eval_runtime": 10.8514,
|
10324 |
+
"eval_samples_per_second": 6.174,
|
10325 |
+
"eval_steps_per_second": 0.461,
|
10326 |
+
"step": 1340
|
10327 |
+
},
|
10328 |
+
{
|
10329 |
+
"epoch": 121.91,
|
10330 |
+
"learning_rate": 1.9661266568483066e-07,
|
10331 |
+
"loss": 0.2387,
|
10332 |
+
"step": 1341
|
10333 |
+
},
|
10334 |
+
{
|
10335 |
+
"epoch": 122.0,
|
10336 |
+
"learning_rate": 1.944035346097202e-07,
|
10337 |
+
"loss": 0.2316,
|
10338 |
+
"step": 1342
|
10339 |
+
},
|
10340 |
+
{
|
10341 |
+
"epoch": 122.09,
|
10342 |
+
"learning_rate": 1.921944035346097e-07,
|
10343 |
+
"loss": 0.2373,
|
10344 |
+
"step": 1343
|
10345 |
+
},
|
10346 |
+
{
|
10347 |
+
"epoch": 122.18,
|
10348 |
+
"learning_rate": 1.8998527245949925e-07,
|
10349 |
+
"loss": 0.2204,
|
10350 |
+
"step": 1344
|
10351 |
+
},
|
10352 |
+
{
|
10353 |
+
"epoch": 122.27,
|
10354 |
+
"learning_rate": 1.877761413843888e-07,
|
10355 |
+
"loss": 0.2458,
|
10356 |
+
"step": 1345
|
10357 |
+
},
|
10358 |
+
{
|
10359 |
+
"epoch": 122.36,
|
10360 |
+
"learning_rate": 1.8556701030927835e-07,
|
10361 |
+
"loss": 0.2472,
|
10362 |
+
"step": 1346
|
10363 |
+
},
|
10364 |
+
{
|
10365 |
+
"epoch": 122.45,
|
10366 |
+
"learning_rate": 1.833578792341679e-07,
|
10367 |
+
"loss": 0.2288,
|
10368 |
+
"step": 1347
|
10369 |
+
},
|
10370 |
+
{
|
10371 |
+
"epoch": 122.55,
|
10372 |
+
"learning_rate": 1.8114874815905745e-07,
|
10373 |
+
"loss": 0.2445,
|
10374 |
+
"step": 1348
|
10375 |
+
},
|
10376 |
+
{
|
10377 |
+
"epoch": 122.64,
|
10378 |
+
"learning_rate": 1.78939617083947e-07,
|
10379 |
+
"loss": 0.2203,
|
10380 |
+
"step": 1349
|
10381 |
+
},
|
10382 |
+
{
|
10383 |
+
"epoch": 122.73,
|
10384 |
+
"learning_rate": 1.7673048600883652e-07,
|
10385 |
+
"loss": 0.2429,
|
10386 |
+
"step": 1350
|
10387 |
+
},
|
10388 |
+
{
|
10389 |
+
"epoch": 122.73,
|
10390 |
+
"eval_accuracy_safe": 0.6757202169613841,
|
10391 |
+
"eval_accuracy_unlabeled": NaN,
|
10392 |
+
"eval_accuracy_unsafe": 0.9922011029023085,
|
10393 |
+
"eval_iou_safe": 0.538282360817239,
|
10394 |
+
"eval_iou_unlabeled": 0.0,
|
10395 |
+
"eval_iou_unsafe": 0.9825039976878042,
|
10396 |
+
"eval_loss": 0.21055199205875397,
|
10397 |
+
"eval_mean_accuracy": 0.8339606599318463,
|
10398 |
+
"eval_mean_iou": 0.5069287861683477,
|
10399 |
+
"eval_overall_accuracy": 0.9828527649836754,
|
10400 |
+
"eval_runtime": 10.4144,
|
10401 |
+
"eval_samples_per_second": 6.433,
|
10402 |
+
"eval_steps_per_second": 0.48,
|
10403 |
+
"step": 1350
|
10404 |
+
},
|
10405 |
+
{
|
10406 |
+
"epoch": 122.82,
|
10407 |
+
"learning_rate": 1.7452135493372607e-07,
|
10408 |
+
"loss": 0.2418,
|
10409 |
+
"step": 1351
|
10410 |
+
},
|
10411 |
+
{
|
10412 |
+
"epoch": 122.91,
|
10413 |
+
"learning_rate": 1.723122238586156e-07,
|
10414 |
+
"loss": 0.2562,
|
10415 |
+
"step": 1352
|
10416 |
+
},
|
10417 |
+
{
|
10418 |
+
"epoch": 123.0,
|
10419 |
+
"learning_rate": 1.7010309278350515e-07,
|
10420 |
+
"loss": 0.2205,
|
10421 |
+
"step": 1353
|
10422 |
+
},
|
10423 |
+
{
|
10424 |
+
"epoch": 123.09,
|
10425 |
+
"learning_rate": 1.6789396170839472e-07,
|
10426 |
+
"loss": 0.2461,
|
10427 |
+
"step": 1354
|
10428 |
+
},
|
10429 |
+
{
|
10430 |
+
"epoch": 123.18,
|
10431 |
+
"learning_rate": 1.6568483063328425e-07,
|
10432 |
+
"loss": 0.2299,
|
10433 |
+
"step": 1355
|
10434 |
+
},
|
10435 |
+
{
|
10436 |
+
"epoch": 123.27,
|
10437 |
+
"learning_rate": 1.634756995581738e-07,
|
10438 |
+
"loss": 0.2559,
|
10439 |
+
"step": 1356
|
10440 |
+
},
|
10441 |
+
{
|
10442 |
+
"epoch": 123.36,
|
10443 |
+
"learning_rate": 1.6126656848306335e-07,
|
10444 |
+
"loss": 0.2087,
|
10445 |
+
"step": 1357
|
10446 |
+
},
|
10447 |
+
{
|
10448 |
+
"epoch": 123.45,
|
10449 |
+
"learning_rate": 1.5905743740795287e-07,
|
10450 |
+
"loss": 0.2289,
|
10451 |
+
"step": 1358
|
10452 |
+
},
|
10453 |
+
{
|
10454 |
+
"epoch": 123.55,
|
10455 |
+
"learning_rate": 1.5684830633284242e-07,
|
10456 |
+
"loss": 0.2435,
|
10457 |
+
"step": 1359
|
10458 |
+
},
|
10459 |
+
{
|
10460 |
+
"epoch": 123.64,
|
10461 |
+
"learning_rate": 1.5463917525773194e-07,
|
10462 |
+
"loss": 0.244,
|
10463 |
+
"step": 1360
|
10464 |
+
},
|
10465 |
+
{
|
10466 |
+
"epoch": 123.64,
|
10467 |
+
"eval_accuracy_safe": 0.6876226383090274,
|
10468 |
+
"eval_accuracy_unlabeled": NaN,
|
10469 |
+
"eval_accuracy_unsafe": 0.9913903006222526,
|
10470 |
+
"eval_iou_safe": 0.536401924034036,
|
10471 |
+
"eval_iou_unlabeled": 0.0,
|
10472 |
+
"eval_iou_unsafe": 0.9820534204301763,
|
10473 |
+
"eval_loss": 0.21332333981990814,
|
10474 |
+
"eval_mean_accuracy": 0.83950646946564,
|
10475 |
+
"eval_mean_iou": 0.5061517814880707,
|
10476 |
+
"eval_overall_accuracy": 0.9824174909449336,
|
10477 |
+
"eval_runtime": 11.0271,
|
10478 |
+
"eval_samples_per_second": 6.076,
|
10479 |
+
"eval_steps_per_second": 0.453,
|
10480 |
+
"step": 1360
|
10481 |
}
|
10482 |
],
|
10483 |
+
"max_steps": 1430,
|
10484 |
+
"num_train_epochs": 130,
|
10485 |
+
"total_flos": 7.603035979840487e+18,
|
10486 |
"trial_name": null,
|
10487 |
"trial_params": null
|
10488 |
}
|
{checkpoint-1160 β checkpoint-1360}/training_args.bin
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 4155
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5b1cbf5a3113092c4eacc1462cba8f5cbcfaccb43a493a15ea35adc526c09f56
|
3 |
size 4155
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 338796489
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a8a53ab604e18fb4a8380495e9ee32684c871e5328aaf09f74aea85764e72082
|
3 |
size 338796489
|
runs/Feb08_03-16-09_robovision.csres.utexas.edu/events.out.tfevents.1707383775.robovision.csres.utexas.edu.823337.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:958723080e2fa025bfe474fee934d56cbf2e667c2d665c5150bce6f57866d676
|
3 |
+
size 42368
|