Training in progress, step 1160
Browse files- {checkpoint-960 β checkpoint-1160}/config.json +0 -0
- {checkpoint-960 β checkpoint-1160}/optimizer.pt +1 -1
- {checkpoint-960 β checkpoint-1160}/pytorch_model.bin +1 -1
- {checkpoint-960 β checkpoint-1160}/rng_state.pth +1 -1
- {checkpoint-960 β checkpoint-1160}/scheduler.pt +1 -1
- {checkpoint-960 β checkpoint-1160}/trainer_state.json +1545 -5
- {checkpoint-960 β checkpoint-1160}/training_args.bin +0 -0
- pytorch_model.bin +1 -1
- runs/Feb08_01-04-48_robolidar/events.out.tfevents.1707375896.robolidar.3909676.0 +2 -2
{checkpoint-960 β checkpoint-1160}/config.json
RENAMED
File without changes
|
{checkpoint-960 β checkpoint-1160}/optimizer.pt
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 29876677
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7f519b647e0dd82fddfe08bd6ee2a3c0fd6d54ad8100a9c2ef0540045190f288
|
3 |
size 29876677
|
{checkpoint-960 β checkpoint-1160}/pytorch_model.bin
RENAMED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 14951629
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d1a99f47fb4986434e6df54173945b7b41428c7b69ac7f863b9523e041f392fa
|
3 |
size 14951629
|
{checkpoint-960 β checkpoint-1160}/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:a814ba1d5749a60d70c743ce3a7ce8d1a28f20e81ae1f70e2da788c6462394a8
|
3 |
size 14575
|
{checkpoint-960 β checkpoint-1160}/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:ef54b4dab4b16a1316ba59ef7d39df4913f79443549b9d0306f948f4a533a233
|
3 |
size 627
|
{checkpoint-960 β checkpoint-1160}/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-RGBD-b0/checkpoint-
|
4 |
-
"epoch":
|
5 |
-
"global_step":
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
@@ -7398,11 +7398,1551 @@
|
|
7398 |
"eval_samples_per_second": 3.594,
|
7399 |
"eval_steps_per_second": 0.268,
|
7400 |
"step": 960
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
7401 |
}
|
7402 |
],
|
7403 |
"max_steps": 1200,
|
7404 |
"num_train_epochs": 120,
|
7405 |
-
"total_flos":
|
7406 |
"trial_name": null,
|
7407 |
"trial_params": null
|
7408 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.1064290776848793,
|
3 |
+
"best_model_checkpoint": "/robodata/smodak/Projects/nspl/scripts/terrainseg/training/models/safety-utcustom-train-SF-RGBD-b0/checkpoint-1120",
|
4 |
+
"epoch": 116.0,
|
5 |
+
"global_step": 1160,
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
|
|
7398 |
"eval_samples_per_second": 3.594,
|
7399 |
"eval_steps_per_second": 0.268,
|
7400 |
"step": 960
|
7401 |
+
},
|
7402 |
+
{
|
7403 |
+
"epoch": 96.1,
|
7404 |
+
"learning_rate": 1.0482456140350879e-05,
|
7405 |
+
"loss": 0.1266,
|
7406 |
+
"step": 961
|
7407 |
+
},
|
7408 |
+
{
|
7409 |
+
"epoch": 96.2,
|
7410 |
+
"learning_rate": 1.0438596491228072e-05,
|
7411 |
+
"loss": 0.1123,
|
7412 |
+
"step": 962
|
7413 |
+
},
|
7414 |
+
{
|
7415 |
+
"epoch": 96.3,
|
7416 |
+
"learning_rate": 1.0394736842105264e-05,
|
7417 |
+
"loss": 0.1281,
|
7418 |
+
"step": 963
|
7419 |
+
},
|
7420 |
+
{
|
7421 |
+
"epoch": 96.4,
|
7422 |
+
"learning_rate": 1.0350877192982457e-05,
|
7423 |
+
"loss": 0.1292,
|
7424 |
+
"step": 964
|
7425 |
+
},
|
7426 |
+
{
|
7427 |
+
"epoch": 96.5,
|
7428 |
+
"learning_rate": 1.030701754385965e-05,
|
7429 |
+
"loss": 0.1297,
|
7430 |
+
"step": 965
|
7431 |
+
},
|
7432 |
+
{
|
7433 |
+
"epoch": 96.6,
|
7434 |
+
"learning_rate": 1.0263157894736843e-05,
|
7435 |
+
"loss": 0.1127,
|
7436 |
+
"step": 966
|
7437 |
+
},
|
7438 |
+
{
|
7439 |
+
"epoch": 96.7,
|
7440 |
+
"learning_rate": 1.0219298245614035e-05,
|
7441 |
+
"loss": 0.1264,
|
7442 |
+
"step": 967
|
7443 |
+
},
|
7444 |
+
{
|
7445 |
+
"epoch": 96.8,
|
7446 |
+
"learning_rate": 1.0175438596491228e-05,
|
7447 |
+
"loss": 0.1411,
|
7448 |
+
"step": 968
|
7449 |
+
},
|
7450 |
+
{
|
7451 |
+
"epoch": 96.9,
|
7452 |
+
"learning_rate": 1.0131578947368421e-05,
|
7453 |
+
"loss": 0.131,
|
7454 |
+
"step": 969
|
7455 |
+
},
|
7456 |
+
{
|
7457 |
+
"epoch": 97.0,
|
7458 |
+
"learning_rate": 1.0087719298245614e-05,
|
7459 |
+
"loss": 0.1203,
|
7460 |
+
"step": 970
|
7461 |
+
},
|
7462 |
+
{
|
7463 |
+
"epoch": 97.0,
|
7464 |
+
"eval_accuracy_safe": 0.505391266803135,
|
7465 |
+
"eval_accuracy_unlabeled": NaN,
|
7466 |
+
"eval_accuracy_unsafe": 0.9957803080180366,
|
7467 |
+
"eval_iou_safe": 0.4438572197600918,
|
7468 |
+
"eval_iou_unlabeled": NaN,
|
7469 |
+
"eval_iou_unsafe": 0.9810115337153822,
|
7470 |
+
"eval_loss": 0.11649709939956665,
|
7471 |
+
"eval_mean_accuracy": 0.7505857874105858,
|
7472 |
+
"eval_mean_iou": 0.712434376737737,
|
7473 |
+
"eval_overall_accuracy": 0.9812950020405784,
|
7474 |
+
"eval_runtime": 16.6836,
|
7475 |
+
"eval_samples_per_second": 4.016,
|
7476 |
+
"eval_steps_per_second": 0.3,
|
7477 |
+
"step": 970
|
7478 |
+
},
|
7479 |
+
{
|
7480 |
+
"epoch": 97.1,
|
7481 |
+
"learning_rate": 1.0043859649122808e-05,
|
7482 |
+
"loss": 0.116,
|
7483 |
+
"step": 971
|
7484 |
+
},
|
7485 |
+
{
|
7486 |
+
"epoch": 97.2,
|
7487 |
+
"learning_rate": 1e-05,
|
7488 |
+
"loss": 0.1208,
|
7489 |
+
"step": 972
|
7490 |
+
},
|
7491 |
+
{
|
7492 |
+
"epoch": 97.3,
|
7493 |
+
"learning_rate": 9.956140350877194e-06,
|
7494 |
+
"loss": 0.1224,
|
7495 |
+
"step": 973
|
7496 |
+
},
|
7497 |
+
{
|
7498 |
+
"epoch": 97.4,
|
7499 |
+
"learning_rate": 9.912280701754386e-06,
|
7500 |
+
"loss": 0.1179,
|
7501 |
+
"step": 974
|
7502 |
+
},
|
7503 |
+
{
|
7504 |
+
"epoch": 97.5,
|
7505 |
+
"learning_rate": 9.868421052631579e-06,
|
7506 |
+
"loss": 0.138,
|
7507 |
+
"step": 975
|
7508 |
+
},
|
7509 |
+
{
|
7510 |
+
"epoch": 97.6,
|
7511 |
+
"learning_rate": 9.824561403508772e-06,
|
7512 |
+
"loss": 0.1348,
|
7513 |
+
"step": 976
|
7514 |
+
},
|
7515 |
+
{
|
7516 |
+
"epoch": 97.7,
|
7517 |
+
"learning_rate": 9.780701754385965e-06,
|
7518 |
+
"loss": 0.1465,
|
7519 |
+
"step": 977
|
7520 |
+
},
|
7521 |
+
{
|
7522 |
+
"epoch": 97.8,
|
7523 |
+
"learning_rate": 9.736842105263157e-06,
|
7524 |
+
"loss": 0.1131,
|
7525 |
+
"step": 978
|
7526 |
+
},
|
7527 |
+
{
|
7528 |
+
"epoch": 97.9,
|
7529 |
+
"learning_rate": 9.692982456140352e-06,
|
7530 |
+
"loss": 0.1338,
|
7531 |
+
"step": 979
|
7532 |
+
},
|
7533 |
+
{
|
7534 |
+
"epoch": 98.0,
|
7535 |
+
"learning_rate": 9.649122807017545e-06,
|
7536 |
+
"loss": 0.1196,
|
7537 |
+
"step": 980
|
7538 |
+
},
|
7539 |
+
{
|
7540 |
+
"epoch": 98.0,
|
7541 |
+
"eval_accuracy_safe": 0.5295970331648683,
|
7542 |
+
"eval_accuracy_unlabeled": NaN,
|
7543 |
+
"eval_accuracy_unsafe": 0.9952786314408473,
|
7544 |
+
"eval_iou_safe": 0.4584791340231646,
|
7545 |
+
"eval_iou_unlabeled": NaN,
|
7546 |
+
"eval_iou_unsafe": 0.9812295085191116,
|
7547 |
+
"eval_loss": 0.11311475187540054,
|
7548 |
+
"eval_mean_accuracy": 0.7624378323028578,
|
7549 |
+
"eval_mean_iou": 0.7198543212711381,
|
7550 |
+
"eval_overall_accuracy": 0.9815231437113747,
|
7551 |
+
"eval_runtime": 19.8625,
|
7552 |
+
"eval_samples_per_second": 3.373,
|
7553 |
+
"eval_steps_per_second": 0.252,
|
7554 |
+
"step": 980
|
7555 |
+
},
|
7556 |
+
{
|
7557 |
+
"epoch": 98.1,
|
7558 |
+
"learning_rate": 9.605263157894737e-06,
|
7559 |
+
"loss": 0.1089,
|
7560 |
+
"step": 981
|
7561 |
+
},
|
7562 |
+
{
|
7563 |
+
"epoch": 98.2,
|
7564 |
+
"learning_rate": 9.561403508771932e-06,
|
7565 |
+
"loss": 0.1449,
|
7566 |
+
"step": 982
|
7567 |
+
},
|
7568 |
+
{
|
7569 |
+
"epoch": 98.3,
|
7570 |
+
"learning_rate": 9.517543859649124e-06,
|
7571 |
+
"loss": 0.1128,
|
7572 |
+
"step": 983
|
7573 |
+
},
|
7574 |
+
{
|
7575 |
+
"epoch": 98.4,
|
7576 |
+
"learning_rate": 9.473684210526317e-06,
|
7577 |
+
"loss": 0.1272,
|
7578 |
+
"step": 984
|
7579 |
+
},
|
7580 |
+
{
|
7581 |
+
"epoch": 98.5,
|
7582 |
+
"learning_rate": 9.42982456140351e-06,
|
7583 |
+
"loss": 0.1172,
|
7584 |
+
"step": 985
|
7585 |
+
},
|
7586 |
+
{
|
7587 |
+
"epoch": 98.6,
|
7588 |
+
"learning_rate": 9.385964912280703e-06,
|
7589 |
+
"loss": 0.1287,
|
7590 |
+
"step": 986
|
7591 |
+
},
|
7592 |
+
{
|
7593 |
+
"epoch": 98.7,
|
7594 |
+
"learning_rate": 9.342105263157895e-06,
|
7595 |
+
"loss": 0.1128,
|
7596 |
+
"step": 987
|
7597 |
+
},
|
7598 |
+
{
|
7599 |
+
"epoch": 98.8,
|
7600 |
+
"learning_rate": 9.298245614035088e-06,
|
7601 |
+
"loss": 0.118,
|
7602 |
+
"step": 988
|
7603 |
+
},
|
7604 |
+
{
|
7605 |
+
"epoch": 98.9,
|
7606 |
+
"learning_rate": 9.254385964912281e-06,
|
7607 |
+
"loss": 0.127,
|
7608 |
+
"step": 989
|
7609 |
+
},
|
7610 |
+
{
|
7611 |
+
"epoch": 99.0,
|
7612 |
+
"learning_rate": 9.210526315789474e-06,
|
7613 |
+
"loss": 0.1304,
|
7614 |
+
"step": 990
|
7615 |
+
},
|
7616 |
+
{
|
7617 |
+
"epoch": 99.0,
|
7618 |
+
"eval_accuracy_safe": 0.5269370588394031,
|
7619 |
+
"eval_accuracy_unlabeled": NaN,
|
7620 |
+
"eval_accuracy_unsafe": 0.9953231023618518,
|
7621 |
+
"eval_iou_safe": 0.45675408800723116,
|
7622 |
+
"eval_iou_unlabeled": NaN,
|
7623 |
+
"eval_iou_unsafe": 0.981195032675021,
|
7624 |
+
"eval_loss": 0.11546216160058975,
|
7625 |
+
"eval_mean_accuracy": 0.7611300806006275,
|
7626 |
+
"eval_mean_iou": 0.7189745603411261,
|
7627 |
+
"eval_overall_accuracy": 0.9814877296561626,
|
7628 |
+
"eval_runtime": 18.4586,
|
7629 |
+
"eval_samples_per_second": 3.63,
|
7630 |
+
"eval_steps_per_second": 0.271,
|
7631 |
+
"step": 990
|
7632 |
+
},
|
7633 |
+
{
|
7634 |
+
"epoch": 99.1,
|
7635 |
+
"learning_rate": 9.166666666666666e-06,
|
7636 |
+
"loss": 0.1096,
|
7637 |
+
"step": 991
|
7638 |
+
},
|
7639 |
+
{
|
7640 |
+
"epoch": 99.2,
|
7641 |
+
"learning_rate": 9.122807017543861e-06,
|
7642 |
+
"loss": 0.1245,
|
7643 |
+
"step": 992
|
7644 |
+
},
|
7645 |
+
{
|
7646 |
+
"epoch": 99.3,
|
7647 |
+
"learning_rate": 9.078947368421054e-06,
|
7648 |
+
"loss": 0.1343,
|
7649 |
+
"step": 993
|
7650 |
+
},
|
7651 |
+
{
|
7652 |
+
"epoch": 99.4,
|
7653 |
+
"learning_rate": 9.035087719298246e-06,
|
7654 |
+
"loss": 0.1265,
|
7655 |
+
"step": 994
|
7656 |
+
},
|
7657 |
+
{
|
7658 |
+
"epoch": 99.5,
|
7659 |
+
"learning_rate": 8.991228070175439e-06,
|
7660 |
+
"loss": 0.1263,
|
7661 |
+
"step": 995
|
7662 |
+
},
|
7663 |
+
{
|
7664 |
+
"epoch": 99.6,
|
7665 |
+
"learning_rate": 8.947368421052632e-06,
|
7666 |
+
"loss": 0.111,
|
7667 |
+
"step": 996
|
7668 |
+
},
|
7669 |
+
{
|
7670 |
+
"epoch": 99.7,
|
7671 |
+
"learning_rate": 8.903508771929825e-06,
|
7672 |
+
"loss": 0.1493,
|
7673 |
+
"step": 997
|
7674 |
+
},
|
7675 |
+
{
|
7676 |
+
"epoch": 99.8,
|
7677 |
+
"learning_rate": 8.859649122807017e-06,
|
7678 |
+
"loss": 0.1205,
|
7679 |
+
"step": 998
|
7680 |
+
},
|
7681 |
+
{
|
7682 |
+
"epoch": 99.9,
|
7683 |
+
"learning_rate": 8.81578947368421e-06,
|
7684 |
+
"loss": 0.1235,
|
7685 |
+
"step": 999
|
7686 |
+
},
|
7687 |
+
{
|
7688 |
+
"epoch": 100.0,
|
7689 |
+
"learning_rate": 8.771929824561403e-06,
|
7690 |
+
"loss": 0.1058,
|
7691 |
+
"step": 1000
|
7692 |
+
},
|
7693 |
+
{
|
7694 |
+
"epoch": 100.0,
|
7695 |
+
"eval_accuracy_safe": 0.5162855964317794,
|
7696 |
+
"eval_accuracy_unlabeled": NaN,
|
7697 |
+
"eval_accuracy_unsafe": 0.9954840894426386,
|
7698 |
+
"eval_iou_safe": 0.4495824766061013,
|
7699 |
+
"eval_iou_unlabeled": NaN,
|
7700 |
+
"eval_iou_unsafe": 0.9810401925369387,
|
7701 |
+
"eval_loss": 0.11435040831565857,
|
7702 |
+
"eval_mean_accuracy": 0.7558848429372089,
|
7703 |
+
"eval_mean_iou": 0.7153113345715201,
|
7704 |
+
"eval_overall_accuracy": 0.981329334315969,
|
7705 |
+
"eval_runtime": 20.0728,
|
7706 |
+
"eval_samples_per_second": 3.338,
|
7707 |
+
"eval_steps_per_second": 0.249,
|
7708 |
+
"step": 1000
|
7709 |
+
},
|
7710 |
+
{
|
7711 |
+
"epoch": 100.1,
|
7712 |
+
"learning_rate": 8.728070175438596e-06,
|
7713 |
+
"loss": 0.1198,
|
7714 |
+
"step": 1001
|
7715 |
+
},
|
7716 |
+
{
|
7717 |
+
"epoch": 100.2,
|
7718 |
+
"learning_rate": 8.68421052631579e-06,
|
7719 |
+
"loss": 0.126,
|
7720 |
+
"step": 1002
|
7721 |
+
},
|
7722 |
+
{
|
7723 |
+
"epoch": 100.3,
|
7724 |
+
"learning_rate": 8.640350877192983e-06,
|
7725 |
+
"loss": 0.1215,
|
7726 |
+
"step": 1003
|
7727 |
+
},
|
7728 |
+
{
|
7729 |
+
"epoch": 100.4,
|
7730 |
+
"learning_rate": 8.596491228070176e-06,
|
7731 |
+
"loss": 0.1391,
|
7732 |
+
"step": 1004
|
7733 |
+
},
|
7734 |
+
{
|
7735 |
+
"epoch": 100.5,
|
7736 |
+
"learning_rate": 8.552631578947368e-06,
|
7737 |
+
"loss": 0.1263,
|
7738 |
+
"step": 1005
|
7739 |
+
},
|
7740 |
+
{
|
7741 |
+
"epoch": 100.6,
|
7742 |
+
"learning_rate": 8.508771929824563e-06,
|
7743 |
+
"loss": 0.1219,
|
7744 |
+
"step": 1006
|
7745 |
+
},
|
7746 |
+
{
|
7747 |
+
"epoch": 100.7,
|
7748 |
+
"learning_rate": 8.464912280701755e-06,
|
7749 |
+
"loss": 0.1176,
|
7750 |
+
"step": 1007
|
7751 |
+
},
|
7752 |
+
{
|
7753 |
+
"epoch": 100.8,
|
7754 |
+
"learning_rate": 8.421052631578948e-06,
|
7755 |
+
"loss": 0.1459,
|
7756 |
+
"step": 1008
|
7757 |
+
},
|
7758 |
+
{
|
7759 |
+
"epoch": 100.9,
|
7760 |
+
"learning_rate": 8.377192982456141e-06,
|
7761 |
+
"loss": 0.1112,
|
7762 |
+
"step": 1009
|
7763 |
+
},
|
7764 |
+
{
|
7765 |
+
"epoch": 101.0,
|
7766 |
+
"learning_rate": 8.333333333333334e-06,
|
7767 |
+
"loss": 0.1135,
|
7768 |
+
"step": 1010
|
7769 |
+
},
|
7770 |
+
{
|
7771 |
+
"epoch": 101.0,
|
7772 |
+
"eval_accuracy_safe": 0.49336548432735416,
|
7773 |
+
"eval_accuracy_unlabeled": NaN,
|
7774 |
+
"eval_accuracy_unsafe": 0.9960561685332915,
|
7775 |
+
"eval_iou_safe": 0.43677221410727207,
|
7776 |
+
"eval_iou_unlabeled": NaN,
|
7777 |
+
"eval_iou_unsafe": 0.9809295741332075,
|
7778 |
+
"eval_loss": 0.11129783093929291,
|
7779 |
+
"eval_mean_accuracy": 0.7447108264303228,
|
7780 |
+
"eval_mean_iou": 0.7088508941202398,
|
7781 |
+
"eval_overall_accuracy": 0.9812074917465893,
|
7782 |
+
"eval_runtime": 19.0445,
|
7783 |
+
"eval_samples_per_second": 3.518,
|
7784 |
+
"eval_steps_per_second": 0.263,
|
7785 |
+
"step": 1010
|
7786 |
+
},
|
7787 |
+
{
|
7788 |
+
"epoch": 101.1,
|
7789 |
+
"learning_rate": 8.289473684210526e-06,
|
7790 |
+
"loss": 0.1253,
|
7791 |
+
"step": 1011
|
7792 |
+
},
|
7793 |
+
{
|
7794 |
+
"epoch": 101.2,
|
7795 |
+
"learning_rate": 8.245614035087721e-06,
|
7796 |
+
"loss": 0.124,
|
7797 |
+
"step": 1012
|
7798 |
+
},
|
7799 |
+
{
|
7800 |
+
"epoch": 101.3,
|
7801 |
+
"learning_rate": 8.201754385964914e-06,
|
7802 |
+
"loss": 0.1127,
|
7803 |
+
"step": 1013
|
7804 |
+
},
|
7805 |
+
{
|
7806 |
+
"epoch": 101.4,
|
7807 |
+
"learning_rate": 8.157894736842106e-06,
|
7808 |
+
"loss": 0.1103,
|
7809 |
+
"step": 1014
|
7810 |
+
},
|
7811 |
+
{
|
7812 |
+
"epoch": 101.5,
|
7813 |
+
"learning_rate": 8.1140350877193e-06,
|
7814 |
+
"loss": 0.1101,
|
7815 |
+
"step": 1015
|
7816 |
+
},
|
7817 |
+
{
|
7818 |
+
"epoch": 101.6,
|
7819 |
+
"learning_rate": 8.070175438596492e-06,
|
7820 |
+
"loss": 0.1305,
|
7821 |
+
"step": 1016
|
7822 |
+
},
|
7823 |
+
{
|
7824 |
+
"epoch": 101.7,
|
7825 |
+
"learning_rate": 8.026315789473685e-06,
|
7826 |
+
"loss": 0.1192,
|
7827 |
+
"step": 1017
|
7828 |
+
},
|
7829 |
+
{
|
7830 |
+
"epoch": 101.8,
|
7831 |
+
"learning_rate": 7.982456140350877e-06,
|
7832 |
+
"loss": 0.1208,
|
7833 |
+
"step": 1018
|
7834 |
+
},
|
7835 |
+
{
|
7836 |
+
"epoch": 101.9,
|
7837 |
+
"learning_rate": 7.93859649122807e-06,
|
7838 |
+
"loss": 0.1385,
|
7839 |
+
"step": 1019
|
7840 |
+
},
|
7841 |
+
{
|
7842 |
+
"epoch": 102.0,
|
7843 |
+
"learning_rate": 7.894736842105263e-06,
|
7844 |
+
"loss": 0.1116,
|
7845 |
+
"step": 1020
|
7846 |
+
},
|
7847 |
+
{
|
7848 |
+
"epoch": 102.0,
|
7849 |
+
"eval_accuracy_safe": 0.5877965003989961,
|
7850 |
+
"eval_accuracy_unlabeled": NaN,
|
7851 |
+
"eval_accuracy_unsafe": 0.9931559956599197,
|
7852 |
+
"eval_iou_safe": 0.4798908502070164,
|
7853 |
+
"eval_iou_unlabeled": NaN,
|
7854 |
+
"eval_iou_unsafe": 0.9808498300393228,
|
7855 |
+
"eval_loss": 0.11282429099082947,
|
7856 |
+
"eval_mean_accuracy": 0.7904762480294579,
|
7857 |
+
"eval_mean_iou": 0.7303703401231696,
|
7858 |
+
"eval_overall_accuracy": 0.9811823261317922,
|
7859 |
+
"eval_runtime": 16.4189,
|
7860 |
+
"eval_samples_per_second": 4.081,
|
7861 |
+
"eval_steps_per_second": 0.305,
|
7862 |
+
"step": 1020
|
7863 |
+
},
|
7864 |
+
{
|
7865 |
+
"epoch": 102.1,
|
7866 |
+
"learning_rate": 7.850877192982456e-06,
|
7867 |
+
"loss": 0.1283,
|
7868 |
+
"step": 1021
|
7869 |
+
},
|
7870 |
+
{
|
7871 |
+
"epoch": 102.2,
|
7872 |
+
"learning_rate": 7.80701754385965e-06,
|
7873 |
+
"loss": 0.1271,
|
7874 |
+
"step": 1022
|
7875 |
+
},
|
7876 |
+
{
|
7877 |
+
"epoch": 102.3,
|
7878 |
+
"learning_rate": 7.763157894736843e-06,
|
7879 |
+
"loss": 0.1075,
|
7880 |
+
"step": 1023
|
7881 |
+
},
|
7882 |
+
{
|
7883 |
+
"epoch": 102.4,
|
7884 |
+
"learning_rate": 7.719298245614036e-06,
|
7885 |
+
"loss": 0.1209,
|
7886 |
+
"step": 1024
|
7887 |
+
},
|
7888 |
+
{
|
7889 |
+
"epoch": 102.5,
|
7890 |
+
"learning_rate": 7.675438596491228e-06,
|
7891 |
+
"loss": 0.1059,
|
7892 |
+
"step": 1025
|
7893 |
+
},
|
7894 |
+
{
|
7895 |
+
"epoch": 102.6,
|
7896 |
+
"learning_rate": 7.631578947368421e-06,
|
7897 |
+
"loss": 0.119,
|
7898 |
+
"step": 1026
|
7899 |
+
},
|
7900 |
+
{
|
7901 |
+
"epoch": 102.7,
|
7902 |
+
"learning_rate": 7.587719298245615e-06,
|
7903 |
+
"loss": 0.1087,
|
7904 |
+
"step": 1027
|
7905 |
+
},
|
7906 |
+
{
|
7907 |
+
"epoch": 102.8,
|
7908 |
+
"learning_rate": 7.5438596491228074e-06,
|
7909 |
+
"loss": 0.1259,
|
7910 |
+
"step": 1028
|
7911 |
+
},
|
7912 |
+
{
|
7913 |
+
"epoch": 102.9,
|
7914 |
+
"learning_rate": 7.5e-06,
|
7915 |
+
"loss": 0.1367,
|
7916 |
+
"step": 1029
|
7917 |
+
},
|
7918 |
+
{
|
7919 |
+
"epoch": 103.0,
|
7920 |
+
"learning_rate": 7.456140350877193e-06,
|
7921 |
+
"loss": 0.1036,
|
7922 |
+
"step": 1030
|
7923 |
+
},
|
7924 |
+
{
|
7925 |
+
"epoch": 103.0,
|
7926 |
+
"eval_accuracy_safe": 0.4825713856153215,
|
7927 |
+
"eval_accuracy_unlabeled": NaN,
|
7928 |
+
"eval_accuracy_unsafe": 0.9963090895629095,
|
7929 |
+
"eval_iou_safe": 0.43038233630673545,
|
7930 |
+
"eval_iou_unlabeled": NaN,
|
7931 |
+
"eval_iou_unsafe": 0.9808612910002253,
|
7932 |
+
"eval_loss": 0.10781022161245346,
|
7933 |
+
"eval_mean_accuracy": 0.7394402375891155,
|
7934 |
+
"eval_mean_iou": 0.7056218136534804,
|
7935 |
+
"eval_overall_accuracy": 0.9811341015260611,
|
7936 |
+
"eval_runtime": 19.3266,
|
7937 |
+
"eval_samples_per_second": 3.467,
|
7938 |
+
"eval_steps_per_second": 0.259,
|
7939 |
+
"step": 1030
|
7940 |
+
},
|
7941 |
+
{
|
7942 |
+
"epoch": 103.1,
|
7943 |
+
"learning_rate": 7.412280701754386e-06,
|
7944 |
+
"loss": 0.1083,
|
7945 |
+
"step": 1031
|
7946 |
+
},
|
7947 |
+
{
|
7948 |
+
"epoch": 103.2,
|
7949 |
+
"learning_rate": 7.3684210526315784e-06,
|
7950 |
+
"loss": 0.1114,
|
7951 |
+
"step": 1032
|
7952 |
+
},
|
7953 |
+
{
|
7954 |
+
"epoch": 103.3,
|
7955 |
+
"learning_rate": 7.324561403508773e-06,
|
7956 |
+
"loss": 0.1182,
|
7957 |
+
"step": 1033
|
7958 |
+
},
|
7959 |
+
{
|
7960 |
+
"epoch": 103.4,
|
7961 |
+
"learning_rate": 7.280701754385966e-06,
|
7962 |
+
"loss": 0.1093,
|
7963 |
+
"step": 1034
|
7964 |
+
},
|
7965 |
+
{
|
7966 |
+
"epoch": 103.5,
|
7967 |
+
"learning_rate": 7.236842105263158e-06,
|
7968 |
+
"loss": 0.1197,
|
7969 |
+
"step": 1035
|
7970 |
+
},
|
7971 |
+
{
|
7972 |
+
"epoch": 103.6,
|
7973 |
+
"learning_rate": 7.192982456140351e-06,
|
7974 |
+
"loss": 0.1255,
|
7975 |
+
"step": 1036
|
7976 |
+
},
|
7977 |
+
{
|
7978 |
+
"epoch": 103.7,
|
7979 |
+
"learning_rate": 7.149122807017544e-06,
|
7980 |
+
"loss": 0.1124,
|
7981 |
+
"step": 1037
|
7982 |
+
},
|
7983 |
+
{
|
7984 |
+
"epoch": 103.8,
|
7985 |
+
"learning_rate": 7.1052631578947375e-06,
|
7986 |
+
"loss": 0.1398,
|
7987 |
+
"step": 1038
|
7988 |
+
},
|
7989 |
+
{
|
7990 |
+
"epoch": 103.9,
|
7991 |
+
"learning_rate": 7.06140350877193e-06,
|
7992 |
+
"loss": 0.1537,
|
7993 |
+
"step": 1039
|
7994 |
+
},
|
7995 |
+
{
|
7996 |
+
"epoch": 104.0,
|
7997 |
+
"learning_rate": 7.017543859649123e-06,
|
7998 |
+
"loss": 0.1195,
|
7999 |
+
"step": 1040
|
8000 |
+
},
|
8001 |
+
{
|
8002 |
+
"epoch": 104.0,
|
8003 |
+
"eval_accuracy_safe": 0.43636493305731283,
|
8004 |
+
"eval_accuracy_unlabeled": NaN,
|
8005 |
+
"eval_accuracy_unsafe": 0.9966433841643392,
|
8006 |
+
"eval_iou_safe": 0.3930227511436334,
|
8007 |
+
"eval_iou_unlabeled": NaN,
|
8008 |
+
"eval_iou_unsafe": 0.9798337234468582,
|
8009 |
+
"eval_loss": 0.11099809408187866,
|
8010 |
+
"eval_mean_accuracy": 0.7165041586108261,
|
8011 |
+
"eval_mean_iou": 0.6864282372952457,
|
8012 |
+
"eval_overall_accuracy": 0.9800936570808069,
|
8013 |
+
"eval_runtime": 17.9205,
|
8014 |
+
"eval_samples_per_second": 3.739,
|
8015 |
+
"eval_steps_per_second": 0.279,
|
8016 |
+
"step": 1040
|
8017 |
+
},
|
8018 |
+
{
|
8019 |
+
"epoch": 104.1,
|
8020 |
+
"learning_rate": 6.973684210526316e-06,
|
8021 |
+
"loss": 0.1218,
|
8022 |
+
"step": 1041
|
8023 |
+
},
|
8024 |
+
{
|
8025 |
+
"epoch": 104.2,
|
8026 |
+
"learning_rate": 6.9298245614035085e-06,
|
8027 |
+
"loss": 0.107,
|
8028 |
+
"step": 1042
|
8029 |
+
},
|
8030 |
+
{
|
8031 |
+
"epoch": 104.3,
|
8032 |
+
"learning_rate": 6.885964912280703e-06,
|
8033 |
+
"loss": 0.1203,
|
8034 |
+
"step": 1043
|
8035 |
+
},
|
8036 |
+
{
|
8037 |
+
"epoch": 104.4,
|
8038 |
+
"learning_rate": 6.842105263157896e-06,
|
8039 |
+
"loss": 0.1182,
|
8040 |
+
"step": 1044
|
8041 |
+
},
|
8042 |
+
{
|
8043 |
+
"epoch": 104.5,
|
8044 |
+
"learning_rate": 6.798245614035088e-06,
|
8045 |
+
"loss": 0.1221,
|
8046 |
+
"step": 1045
|
8047 |
+
},
|
8048 |
+
{
|
8049 |
+
"epoch": 104.6,
|
8050 |
+
"learning_rate": 6.754385964912281e-06,
|
8051 |
+
"loss": 0.1434,
|
8052 |
+
"step": 1046
|
8053 |
+
},
|
8054 |
+
{
|
8055 |
+
"epoch": 104.7,
|
8056 |
+
"learning_rate": 6.710526315789474e-06,
|
8057 |
+
"loss": 0.1148,
|
8058 |
+
"step": 1047
|
8059 |
+
},
|
8060 |
+
{
|
8061 |
+
"epoch": 104.8,
|
8062 |
+
"learning_rate": 6.666666666666667e-06,
|
8063 |
+
"loss": 0.111,
|
8064 |
+
"step": 1048
|
8065 |
+
},
|
8066 |
+
{
|
8067 |
+
"epoch": 104.9,
|
8068 |
+
"learning_rate": 6.622807017543859e-06,
|
8069 |
+
"loss": 0.1081,
|
8070 |
+
"step": 1049
|
8071 |
+
},
|
8072 |
+
{
|
8073 |
+
"epoch": 105.0,
|
8074 |
+
"learning_rate": 6.578947368421053e-06,
|
8075 |
+
"loss": 0.1205,
|
8076 |
+
"step": 1050
|
8077 |
+
},
|
8078 |
+
{
|
8079 |
+
"epoch": 105.0,
|
8080 |
+
"eval_accuracy_safe": 0.5793289154629319,
|
8081 |
+
"eval_accuracy_unlabeled": NaN,
|
8082 |
+
"eval_accuracy_unsafe": 0.9934076259767909,
|
8083 |
+
"eval_iou_safe": 0.47619175877104036,
|
8084 |
+
"eval_iou_unlabeled": NaN,
|
8085 |
+
"eval_iou_unsafe": 0.980848678837411,
|
8086 |
+
"eval_loss": 0.11199548095464706,
|
8087 |
+
"eval_mean_accuracy": 0.7863682707198614,
|
8088 |
+
"eval_mean_iou": 0.7285202188042257,
|
8089 |
+
"eval_overall_accuracy": 0.9811764048106635,
|
8090 |
+
"eval_runtime": 20.878,
|
8091 |
+
"eval_samples_per_second": 3.209,
|
8092 |
+
"eval_steps_per_second": 0.239,
|
8093 |
+
"step": 1050
|
8094 |
+
},
|
8095 |
+
{
|
8096 |
+
"epoch": 105.1,
|
8097 |
+
"learning_rate": 6.535087719298246e-06,
|
8098 |
+
"loss": 0.1122,
|
8099 |
+
"step": 1051
|
8100 |
+
},
|
8101 |
+
{
|
8102 |
+
"epoch": 105.2,
|
8103 |
+
"learning_rate": 6.4912280701754385e-06,
|
8104 |
+
"loss": 0.1133,
|
8105 |
+
"step": 1052
|
8106 |
+
},
|
8107 |
+
{
|
8108 |
+
"epoch": 105.3,
|
8109 |
+
"learning_rate": 6.447368421052632e-06,
|
8110 |
+
"loss": 0.1254,
|
8111 |
+
"step": 1053
|
8112 |
+
},
|
8113 |
+
{
|
8114 |
+
"epoch": 105.4,
|
8115 |
+
"learning_rate": 6.403508771929826e-06,
|
8116 |
+
"loss": 0.1119,
|
8117 |
+
"step": 1054
|
8118 |
+
},
|
8119 |
+
{
|
8120 |
+
"epoch": 105.5,
|
8121 |
+
"learning_rate": 6.3596491228070184e-06,
|
8122 |
+
"loss": 0.1219,
|
8123 |
+
"step": 1055
|
8124 |
+
},
|
8125 |
+
{
|
8126 |
+
"epoch": 105.6,
|
8127 |
+
"learning_rate": 6.315789473684211e-06,
|
8128 |
+
"loss": 0.1116,
|
8129 |
+
"step": 1056
|
8130 |
+
},
|
8131 |
+
{
|
8132 |
+
"epoch": 105.7,
|
8133 |
+
"learning_rate": 6.271929824561404e-06,
|
8134 |
+
"loss": 0.1246,
|
8135 |
+
"step": 1057
|
8136 |
+
},
|
8137 |
+
{
|
8138 |
+
"epoch": 105.8,
|
8139 |
+
"learning_rate": 6.228070175438597e-06,
|
8140 |
+
"loss": 0.1108,
|
8141 |
+
"step": 1058
|
8142 |
+
},
|
8143 |
+
{
|
8144 |
+
"epoch": 105.9,
|
8145 |
+
"learning_rate": 6.184210526315789e-06,
|
8146 |
+
"loss": 0.1106,
|
8147 |
+
"step": 1059
|
8148 |
+
},
|
8149 |
+
{
|
8150 |
+
"epoch": 106.0,
|
8151 |
+
"learning_rate": 6.140350877192982e-06,
|
8152 |
+
"loss": 0.1453,
|
8153 |
+
"step": 1060
|
8154 |
+
},
|
8155 |
+
{
|
8156 |
+
"epoch": 106.0,
|
8157 |
+
"eval_accuracy_safe": 0.47073642738462845,
|
8158 |
+
"eval_accuracy_unlabeled": NaN,
|
8159 |
+
"eval_accuracy_unsafe": 0.9963649422235906,
|
8160 |
+
"eval_iou_safe": 0.42051549604742744,
|
8161 |
+
"eval_iou_unlabeled": NaN,
|
8162 |
+
"eval_iou_unsafe": 0.9805685279809166,
|
8163 |
+
"eval_loss": 0.11096663773059845,
|
8164 |
+
"eval_mean_accuracy": 0.7335506848041096,
|
8165 |
+
"eval_mean_iou": 0.7005420120141721,
|
8166 |
+
"eval_overall_accuracy": 0.9808387186989855,
|
8167 |
+
"eval_runtime": 17.4824,
|
8168 |
+
"eval_samples_per_second": 3.832,
|
8169 |
+
"eval_steps_per_second": 0.286,
|
8170 |
+
"step": 1060
|
8171 |
+
},
|
8172 |
+
{
|
8173 |
+
"epoch": 106.1,
|
8174 |
+
"learning_rate": 6.096491228070176e-06,
|
8175 |
+
"loss": 0.1014,
|
8176 |
+
"step": 1061
|
8177 |
+
},
|
8178 |
+
{
|
8179 |
+
"epoch": 106.2,
|
8180 |
+
"learning_rate": 6.0526315789473685e-06,
|
8181 |
+
"loss": 0.1013,
|
8182 |
+
"step": 1062
|
8183 |
+
},
|
8184 |
+
{
|
8185 |
+
"epoch": 106.3,
|
8186 |
+
"learning_rate": 6.008771929824561e-06,
|
8187 |
+
"loss": 0.1278,
|
8188 |
+
"step": 1063
|
8189 |
+
},
|
8190 |
+
{
|
8191 |
+
"epoch": 106.4,
|
8192 |
+
"learning_rate": 5.964912280701755e-06,
|
8193 |
+
"loss": 0.1197,
|
8194 |
+
"step": 1064
|
8195 |
+
},
|
8196 |
+
{
|
8197 |
+
"epoch": 106.5,
|
8198 |
+
"learning_rate": 5.921052631578948e-06,
|
8199 |
+
"loss": 0.1369,
|
8200 |
+
"step": 1065
|
8201 |
+
},
|
8202 |
+
{
|
8203 |
+
"epoch": 106.6,
|
8204 |
+
"learning_rate": 5.877192982456141e-06,
|
8205 |
+
"loss": 0.1188,
|
8206 |
+
"step": 1066
|
8207 |
+
},
|
8208 |
+
{
|
8209 |
+
"epoch": 106.7,
|
8210 |
+
"learning_rate": 5.833333333333334e-06,
|
8211 |
+
"loss": 0.1079,
|
8212 |
+
"step": 1067
|
8213 |
+
},
|
8214 |
+
{
|
8215 |
+
"epoch": 106.8,
|
8216 |
+
"learning_rate": 5.789473684210527e-06,
|
8217 |
+
"loss": 0.124,
|
8218 |
+
"step": 1068
|
8219 |
+
},
|
8220 |
+
{
|
8221 |
+
"epoch": 106.9,
|
8222 |
+
"learning_rate": 5.7456140350877194e-06,
|
8223 |
+
"loss": 0.1202,
|
8224 |
+
"step": 1069
|
8225 |
+
},
|
8226 |
+
{
|
8227 |
+
"epoch": 107.0,
|
8228 |
+
"learning_rate": 5.701754385964912e-06,
|
8229 |
+
"loss": 0.0965,
|
8230 |
+
"step": 1070
|
8231 |
+
},
|
8232 |
+
{
|
8233 |
+
"epoch": 107.0,
|
8234 |
+
"eval_accuracy_safe": 0.5637545730355704,
|
8235 |
+
"eval_accuracy_unlabeled": NaN,
|
8236 |
+
"eval_accuracy_unsafe": 0.9941070749480517,
|
8237 |
+
"eval_iou_safe": 0.47231148848761234,
|
8238 |
+
"eval_iou_unlabeled": NaN,
|
8239 |
+
"eval_iou_unsafe": 0.9810800900529558,
|
8240 |
+
"eval_loss": 0.10906389355659485,
|
8241 |
+
"eval_mean_accuracy": 0.7789308239918111,
|
8242 |
+
"eval_mean_iou": 0.7266957892702841,
|
8243 |
+
"eval_overall_accuracy": 0.9813951520777461,
|
8244 |
+
"eval_runtime": 18.5937,
|
8245 |
+
"eval_samples_per_second": 3.603,
|
8246 |
+
"eval_steps_per_second": 0.269,
|
8247 |
+
"step": 1070
|
8248 |
+
},
|
8249 |
+
{
|
8250 |
+
"epoch": 107.1,
|
8251 |
+
"learning_rate": 5.657894736842106e-06,
|
8252 |
+
"loss": 0.1237,
|
8253 |
+
"step": 1071
|
8254 |
+
},
|
8255 |
+
{
|
8256 |
+
"epoch": 107.2,
|
8257 |
+
"learning_rate": 5.6140350877192985e-06,
|
8258 |
+
"loss": 0.1172,
|
8259 |
+
"step": 1072
|
8260 |
+
},
|
8261 |
+
{
|
8262 |
+
"epoch": 107.3,
|
8263 |
+
"learning_rate": 5.570175438596491e-06,
|
8264 |
+
"loss": 0.1145,
|
8265 |
+
"step": 1073
|
8266 |
+
},
|
8267 |
+
{
|
8268 |
+
"epoch": 107.4,
|
8269 |
+
"learning_rate": 5.526315789473684e-06,
|
8270 |
+
"loss": 0.1006,
|
8271 |
+
"step": 1074
|
8272 |
+
},
|
8273 |
+
{
|
8274 |
+
"epoch": 107.5,
|
8275 |
+
"learning_rate": 5.482456140350877e-06,
|
8276 |
+
"loss": 0.112,
|
8277 |
+
"step": 1075
|
8278 |
+
},
|
8279 |
+
{
|
8280 |
+
"epoch": 107.6,
|
8281 |
+
"learning_rate": 5.43859649122807e-06,
|
8282 |
+
"loss": 0.1282,
|
8283 |
+
"step": 1076
|
8284 |
+
},
|
8285 |
+
{
|
8286 |
+
"epoch": 107.7,
|
8287 |
+
"learning_rate": 5.394736842105263e-06,
|
8288 |
+
"loss": 0.1131,
|
8289 |
+
"step": 1077
|
8290 |
+
},
|
8291 |
+
{
|
8292 |
+
"epoch": 107.8,
|
8293 |
+
"learning_rate": 5.350877192982457e-06,
|
8294 |
+
"loss": 0.1172,
|
8295 |
+
"step": 1078
|
8296 |
+
},
|
8297 |
+
{
|
8298 |
+
"epoch": 107.9,
|
8299 |
+
"learning_rate": 5.3070175438596495e-06,
|
8300 |
+
"loss": 0.1197,
|
8301 |
+
"step": 1079
|
8302 |
+
},
|
8303 |
+
{
|
8304 |
+
"epoch": 108.0,
|
8305 |
+
"learning_rate": 5.263157894736842e-06,
|
8306 |
+
"loss": 0.1058,
|
8307 |
+
"step": 1080
|
8308 |
+
},
|
8309 |
+
{
|
8310 |
+
"epoch": 108.0,
|
8311 |
+
"eval_accuracy_safe": 0.4881419115577812,
|
8312 |
+
"eval_accuracy_unlabeled": NaN,
|
8313 |
+
"eval_accuracy_unsafe": 0.996181015657167,
|
8314 |
+
"eval_iou_safe": 0.4337227862496061,
|
8315 |
+
"eval_iou_unlabeled": NaN,
|
8316 |
+
"eval_iou_unsafe": 0.9808989382624861,
|
8317 |
+
"eval_loss": 0.10848396271467209,
|
8318 |
+
"eval_mean_accuracy": 0.742161463607474,
|
8319 |
+
"eval_mean_iou": 0.7073108622560461,
|
8320 |
+
"eval_overall_accuracy": 0.9811743551225804,
|
8321 |
+
"eval_runtime": 16.6681,
|
8322 |
+
"eval_samples_per_second": 4.02,
|
8323 |
+
"eval_steps_per_second": 0.3,
|
8324 |
+
"step": 1080
|
8325 |
+
},
|
8326 |
+
{
|
8327 |
+
"epoch": 108.1,
|
8328 |
+
"learning_rate": 5.219298245614036e-06,
|
8329 |
+
"loss": 0.1041,
|
8330 |
+
"step": 1081
|
8331 |
+
},
|
8332 |
+
{
|
8333 |
+
"epoch": 108.2,
|
8334 |
+
"learning_rate": 5.1754385964912286e-06,
|
8335 |
+
"loss": 0.1122,
|
8336 |
+
"step": 1082
|
8337 |
+
},
|
8338 |
+
{
|
8339 |
+
"epoch": 108.3,
|
8340 |
+
"learning_rate": 5.131578947368421e-06,
|
8341 |
+
"loss": 0.1104,
|
8342 |
+
"step": 1083
|
8343 |
+
},
|
8344 |
+
{
|
8345 |
+
"epoch": 108.4,
|
8346 |
+
"learning_rate": 5.087719298245614e-06,
|
8347 |
+
"loss": 0.1273,
|
8348 |
+
"step": 1084
|
8349 |
+
},
|
8350 |
+
{
|
8351 |
+
"epoch": 108.5,
|
8352 |
+
"learning_rate": 5.043859649122807e-06,
|
8353 |
+
"loss": 0.1075,
|
8354 |
+
"step": 1085
|
8355 |
+
},
|
8356 |
+
{
|
8357 |
+
"epoch": 108.6,
|
8358 |
+
"learning_rate": 5e-06,
|
8359 |
+
"loss": 0.1164,
|
8360 |
+
"step": 1086
|
8361 |
+
},
|
8362 |
+
{
|
8363 |
+
"epoch": 108.7,
|
8364 |
+
"learning_rate": 4.956140350877193e-06,
|
8365 |
+
"loss": 0.1248,
|
8366 |
+
"step": 1087
|
8367 |
+
},
|
8368 |
+
{
|
8369 |
+
"epoch": 108.8,
|
8370 |
+
"learning_rate": 4.912280701754386e-06,
|
8371 |
+
"loss": 0.116,
|
8372 |
+
"step": 1088
|
8373 |
+
},
|
8374 |
+
{
|
8375 |
+
"epoch": 108.9,
|
8376 |
+
"learning_rate": 4.868421052631579e-06,
|
8377 |
+
"loss": 0.1061,
|
8378 |
+
"step": 1089
|
8379 |
+
},
|
8380 |
+
{
|
8381 |
+
"epoch": 109.0,
|
8382 |
+
"learning_rate": 4.824561403508772e-06,
|
8383 |
+
"loss": 0.1163,
|
8384 |
+
"step": 1090
|
8385 |
+
},
|
8386 |
+
{
|
8387 |
+
"epoch": 109.0,
|
8388 |
+
"eval_accuracy_safe": 0.5127910069737588,
|
8389 |
+
"eval_accuracy_unlabeled": NaN,
|
8390 |
+
"eval_accuracy_unsafe": 0.9956981717523291,
|
8391 |
+
"eval_iou_safe": 0.44929119815714896,
|
8392 |
+
"eval_iou_unlabeled": NaN,
|
8393 |
+
"eval_iou_unsafe": 0.9811483215803616,
|
8394 |
+
"eval_loss": 0.10774041712284088,
|
8395 |
+
"eval_mean_accuracy": 0.754244589363044,
|
8396 |
+
"eval_mean_iou": 0.7152197598687553,
|
8397 |
+
"eval_overall_accuracy": 0.9814338684082031,
|
8398 |
+
"eval_runtime": 18.1041,
|
8399 |
+
"eval_samples_per_second": 3.701,
|
8400 |
+
"eval_steps_per_second": 0.276,
|
8401 |
+
"step": 1090
|
8402 |
+
},
|
8403 |
+
{
|
8404 |
+
"epoch": 109.1,
|
8405 |
+
"learning_rate": 4.780701754385966e-06,
|
8406 |
+
"loss": 0.1082,
|
8407 |
+
"step": 1091
|
8408 |
+
},
|
8409 |
+
{
|
8410 |
+
"epoch": 109.2,
|
8411 |
+
"learning_rate": 4.736842105263159e-06,
|
8412 |
+
"loss": 0.106,
|
8413 |
+
"step": 1092
|
8414 |
+
},
|
8415 |
+
{
|
8416 |
+
"epoch": 109.3,
|
8417 |
+
"learning_rate": 4.692982456140351e-06,
|
8418 |
+
"loss": 0.107,
|
8419 |
+
"step": 1093
|
8420 |
+
},
|
8421 |
+
{
|
8422 |
+
"epoch": 109.4,
|
8423 |
+
"learning_rate": 4.649122807017544e-06,
|
8424 |
+
"loss": 0.1144,
|
8425 |
+
"step": 1094
|
8426 |
+
},
|
8427 |
+
{
|
8428 |
+
"epoch": 109.5,
|
8429 |
+
"learning_rate": 4.605263157894737e-06,
|
8430 |
+
"loss": 0.1318,
|
8431 |
+
"step": 1095
|
8432 |
+
},
|
8433 |
+
{
|
8434 |
+
"epoch": 109.6,
|
8435 |
+
"learning_rate": 4.5614035087719304e-06,
|
8436 |
+
"loss": 0.1208,
|
8437 |
+
"step": 1096
|
8438 |
+
},
|
8439 |
+
{
|
8440 |
+
"epoch": 109.7,
|
8441 |
+
"learning_rate": 4.517543859649123e-06,
|
8442 |
+
"loss": 0.104,
|
8443 |
+
"step": 1097
|
8444 |
+
},
|
8445 |
+
{
|
8446 |
+
"epoch": 109.8,
|
8447 |
+
"learning_rate": 4.473684210526316e-06,
|
8448 |
+
"loss": 0.1042,
|
8449 |
+
"step": 1098
|
8450 |
+
},
|
8451 |
+
{
|
8452 |
+
"epoch": 109.9,
|
8453 |
+
"learning_rate": 4.429824561403509e-06,
|
8454 |
+
"loss": 0.114,
|
8455 |
+
"step": 1099
|
8456 |
+
},
|
8457 |
+
{
|
8458 |
+
"epoch": 110.0,
|
8459 |
+
"learning_rate": 4.3859649122807014e-06,
|
8460 |
+
"loss": 0.1145,
|
8461 |
+
"step": 1100
|
8462 |
+
},
|
8463 |
+
{
|
8464 |
+
"epoch": 110.0,
|
8465 |
+
"eval_accuracy_safe": 0.5227524180708633,
|
8466 |
+
"eval_accuracy_unlabeled": NaN,
|
8467 |
+
"eval_accuracy_unsafe": 0.9954438426724419,
|
8468 |
+
"eval_iou_safe": 0.45469024797933144,
|
8469 |
+
"eval_iou_unlabeled": NaN,
|
8470 |
+
"eval_iou_unsafe": 0.9811908589202809,
|
8471 |
+
"eval_loss": 0.10809645056724548,
|
8472 |
+
"eval_mean_accuracy": 0.7590981303716526,
|
8473 |
+
"eval_mean_iou": 0.7179405534498062,
|
8474 |
+
"eval_overall_accuracy": 0.981481295913013,
|
8475 |
+
"eval_runtime": 18.597,
|
8476 |
+
"eval_samples_per_second": 3.603,
|
8477 |
+
"eval_steps_per_second": 0.269,
|
8478 |
+
"step": 1100
|
8479 |
+
},
|
8480 |
+
{
|
8481 |
+
"epoch": 110.1,
|
8482 |
+
"learning_rate": 4.342105263157895e-06,
|
8483 |
+
"loss": 0.11,
|
8484 |
+
"step": 1101
|
8485 |
+
},
|
8486 |
+
{
|
8487 |
+
"epoch": 110.2,
|
8488 |
+
"learning_rate": 4.298245614035088e-06,
|
8489 |
+
"loss": 0.1131,
|
8490 |
+
"step": 1102
|
8491 |
+
},
|
8492 |
+
{
|
8493 |
+
"epoch": 110.3,
|
8494 |
+
"learning_rate": 4.254385964912281e-06,
|
8495 |
+
"loss": 0.1218,
|
8496 |
+
"step": 1103
|
8497 |
+
},
|
8498 |
+
{
|
8499 |
+
"epoch": 110.4,
|
8500 |
+
"learning_rate": 4.210526315789474e-06,
|
8501 |
+
"loss": 0.1157,
|
8502 |
+
"step": 1104
|
8503 |
+
},
|
8504 |
+
{
|
8505 |
+
"epoch": 110.5,
|
8506 |
+
"learning_rate": 4.166666666666667e-06,
|
8507 |
+
"loss": 0.1113,
|
8508 |
+
"step": 1105
|
8509 |
+
},
|
8510 |
+
{
|
8511 |
+
"epoch": 110.6,
|
8512 |
+
"learning_rate": 4.1228070175438605e-06,
|
8513 |
+
"loss": 0.1096,
|
8514 |
+
"step": 1106
|
8515 |
+
},
|
8516 |
+
{
|
8517 |
+
"epoch": 110.7,
|
8518 |
+
"learning_rate": 4.078947368421053e-06,
|
8519 |
+
"loss": 0.1602,
|
8520 |
+
"step": 1107
|
8521 |
+
},
|
8522 |
+
{
|
8523 |
+
"epoch": 110.8,
|
8524 |
+
"learning_rate": 4.035087719298246e-06,
|
8525 |
+
"loss": 0.1037,
|
8526 |
+
"step": 1108
|
8527 |
+
},
|
8528 |
+
{
|
8529 |
+
"epoch": 110.9,
|
8530 |
+
"learning_rate": 3.991228070175439e-06,
|
8531 |
+
"loss": 0.1077,
|
8532 |
+
"step": 1109
|
8533 |
+
},
|
8534 |
+
{
|
8535 |
+
"epoch": 111.0,
|
8536 |
+
"learning_rate": 3.9473684210526315e-06,
|
8537 |
+
"loss": 0.1031,
|
8538 |
+
"step": 1110
|
8539 |
+
},
|
8540 |
+
{
|
8541 |
+
"epoch": 111.0,
|
8542 |
+
"eval_accuracy_safe": 0.5521894672726783,
|
8543 |
+
"eval_accuracy_unlabeled": NaN,
|
8544 |
+
"eval_accuracy_unsafe": 0.9944743413932868,
|
8545 |
+
"eval_iou_safe": 0.46734672570009755,
|
8546 |
+
"eval_iou_unlabeled": NaN,
|
8547 |
+
"eval_iou_unsafe": 0.9811017093018296,
|
8548 |
+
"eval_loss": 0.10733948647975922,
|
8549 |
+
"eval_mean_accuracy": 0.7733319043329825,
|
8550 |
+
"eval_mean_iou": 0.7242242175009636,
|
8551 |
+
"eval_overall_accuracy": 0.9814099553805679,
|
8552 |
+
"eval_runtime": 18.7402,
|
8553 |
+
"eval_samples_per_second": 3.575,
|
8554 |
+
"eval_steps_per_second": 0.267,
|
8555 |
+
"step": 1110
|
8556 |
+
},
|
8557 |
+
{
|
8558 |
+
"epoch": 111.1,
|
8559 |
+
"learning_rate": 3.903508771929825e-06,
|
8560 |
+
"loss": 0.1205,
|
8561 |
+
"step": 1111
|
8562 |
+
},
|
8563 |
+
{
|
8564 |
+
"epoch": 111.2,
|
8565 |
+
"learning_rate": 3.859649122807018e-06,
|
8566 |
+
"loss": 0.1161,
|
8567 |
+
"step": 1112
|
8568 |
+
},
|
8569 |
+
{
|
8570 |
+
"epoch": 111.3,
|
8571 |
+
"learning_rate": 3.8157894736842105e-06,
|
8572 |
+
"loss": 0.1093,
|
8573 |
+
"step": 1113
|
8574 |
+
},
|
8575 |
+
{
|
8576 |
+
"epoch": 111.4,
|
8577 |
+
"learning_rate": 3.7719298245614037e-06,
|
8578 |
+
"loss": 0.1335,
|
8579 |
+
"step": 1114
|
8580 |
+
},
|
8581 |
+
{
|
8582 |
+
"epoch": 111.5,
|
8583 |
+
"learning_rate": 3.7280701754385965e-06,
|
8584 |
+
"loss": 0.0984,
|
8585 |
+
"step": 1115
|
8586 |
+
},
|
8587 |
+
{
|
8588 |
+
"epoch": 111.6,
|
8589 |
+
"learning_rate": 3.6842105263157892e-06,
|
8590 |
+
"loss": 0.1212,
|
8591 |
+
"step": 1116
|
8592 |
+
},
|
8593 |
+
{
|
8594 |
+
"epoch": 111.7,
|
8595 |
+
"learning_rate": 3.640350877192983e-06,
|
8596 |
+
"loss": 0.1044,
|
8597 |
+
"step": 1117
|
8598 |
+
},
|
8599 |
+
{
|
8600 |
+
"epoch": 111.8,
|
8601 |
+
"learning_rate": 3.5964912280701756e-06,
|
8602 |
+
"loss": 0.1292,
|
8603 |
+
"step": 1118
|
8604 |
+
},
|
8605 |
+
{
|
8606 |
+
"epoch": 111.9,
|
8607 |
+
"learning_rate": 3.5526315789473687e-06,
|
8608 |
+
"loss": 0.1126,
|
8609 |
+
"step": 1119
|
8610 |
+
},
|
8611 |
+
{
|
8612 |
+
"epoch": 112.0,
|
8613 |
+
"learning_rate": 3.5087719298245615e-06,
|
8614 |
+
"loss": 0.1042,
|
8615 |
+
"step": 1120
|
8616 |
+
},
|
8617 |
+
{
|
8618 |
+
"epoch": 112.0,
|
8619 |
+
"eval_accuracy_safe": 0.5489878604939842,
|
8620 |
+
"eval_accuracy_unlabeled": NaN,
|
8621 |
+
"eval_accuracy_unsafe": 0.9946506996895131,
|
8622 |
+
"eval_iou_safe": 0.4669267844847372,
|
8623 |
+
"eval_iou_unlabeled": NaN,
|
8624 |
+
"eval_iou_unsafe": 0.9811813668886878,
|
8625 |
+
"eval_loss": 0.1064290776848793,
|
8626 |
+
"eval_mean_accuracy": 0.7718192800917487,
|
8627 |
+
"eval_mean_iou": 0.7240540756867125,
|
8628 |
+
"eval_overall_accuracy": 0.9814865340047808,
|
8629 |
+
"eval_runtime": 19.0521,
|
8630 |
+
"eval_samples_per_second": 3.517,
|
8631 |
+
"eval_steps_per_second": 0.262,
|
8632 |
+
"step": 1120
|
8633 |
+
},
|
8634 |
+
{
|
8635 |
+
"epoch": 112.1,
|
8636 |
+
"learning_rate": 3.4649122807017542e-06,
|
8637 |
+
"loss": 0.1091,
|
8638 |
+
"step": 1121
|
8639 |
+
},
|
8640 |
+
{
|
8641 |
+
"epoch": 112.2,
|
8642 |
+
"learning_rate": 3.421052631578948e-06,
|
8643 |
+
"loss": 0.1145,
|
8644 |
+
"step": 1122
|
8645 |
+
},
|
8646 |
+
{
|
8647 |
+
"epoch": 112.3,
|
8648 |
+
"learning_rate": 3.3771929824561406e-06,
|
8649 |
+
"loss": 0.1097,
|
8650 |
+
"step": 1123
|
8651 |
+
},
|
8652 |
+
{
|
8653 |
+
"epoch": 112.4,
|
8654 |
+
"learning_rate": 3.3333333333333333e-06,
|
8655 |
+
"loss": 0.1126,
|
8656 |
+
"step": 1124
|
8657 |
+
},
|
8658 |
+
{
|
8659 |
+
"epoch": 112.5,
|
8660 |
+
"learning_rate": 3.2894736842105265e-06,
|
8661 |
+
"loss": 0.1211,
|
8662 |
+
"step": 1125
|
8663 |
+
},
|
8664 |
+
{
|
8665 |
+
"epoch": 112.6,
|
8666 |
+
"learning_rate": 3.2456140350877192e-06,
|
8667 |
+
"loss": 0.1137,
|
8668 |
+
"step": 1126
|
8669 |
+
},
|
8670 |
+
{
|
8671 |
+
"epoch": 112.7,
|
8672 |
+
"learning_rate": 3.201754385964913e-06,
|
8673 |
+
"loss": 0.1051,
|
8674 |
+
"step": 1127
|
8675 |
+
},
|
8676 |
+
{
|
8677 |
+
"epoch": 112.8,
|
8678 |
+
"learning_rate": 3.1578947368421056e-06,
|
8679 |
+
"loss": 0.1179,
|
8680 |
+
"step": 1128
|
8681 |
+
},
|
8682 |
+
{
|
8683 |
+
"epoch": 112.9,
|
8684 |
+
"learning_rate": 3.1140350877192983e-06,
|
8685 |
+
"loss": 0.1099,
|
8686 |
+
"step": 1129
|
8687 |
+
},
|
8688 |
+
{
|
8689 |
+
"epoch": 113.0,
|
8690 |
+
"learning_rate": 3.070175438596491e-06,
|
8691 |
+
"loss": 0.1119,
|
8692 |
+
"step": 1130
|
8693 |
+
},
|
8694 |
+
{
|
8695 |
+
"epoch": 113.0,
|
8696 |
+
"eval_accuracy_safe": 0.5063627356872179,
|
8697 |
+
"eval_accuracy_unlabeled": NaN,
|
8698 |
+
"eval_accuracy_unsafe": 0.9957986126715372,
|
8699 |
+
"eval_iou_safe": 0.44494541118604913,
|
8700 |
+
"eval_iou_unlabeled": NaN,
|
8701 |
+
"eval_iou_unsafe": 0.9810581456066044,
|
8702 |
+
"eval_loss": 0.10626911371946335,
|
8703 |
+
"eval_mean_accuracy": 0.7510806741793776,
|
8704 |
+
"eval_mean_iou": 0.7130017783963267,
|
8705 |
+
"eval_overall_accuracy": 0.9813414616371269,
|
8706 |
+
"eval_runtime": 18.2981,
|
8707 |
+
"eval_samples_per_second": 3.662,
|
8708 |
+
"eval_steps_per_second": 0.273,
|
8709 |
+
"step": 1130
|
8710 |
+
},
|
8711 |
+
{
|
8712 |
+
"epoch": 113.1,
|
8713 |
+
"learning_rate": 3.0263157894736843e-06,
|
8714 |
+
"loss": 0.1019,
|
8715 |
+
"step": 1131
|
8716 |
+
},
|
8717 |
+
{
|
8718 |
+
"epoch": 113.2,
|
8719 |
+
"learning_rate": 2.9824561403508774e-06,
|
8720 |
+
"loss": 0.1266,
|
8721 |
+
"step": 1132
|
8722 |
+
},
|
8723 |
+
{
|
8724 |
+
"epoch": 113.3,
|
8725 |
+
"learning_rate": 2.9385964912280706e-06,
|
8726 |
+
"loss": 0.1021,
|
8727 |
+
"step": 1133
|
8728 |
+
},
|
8729 |
+
{
|
8730 |
+
"epoch": 113.4,
|
8731 |
+
"learning_rate": 2.8947368421052634e-06,
|
8732 |
+
"loss": 0.1287,
|
8733 |
+
"step": 1134
|
8734 |
+
},
|
8735 |
+
{
|
8736 |
+
"epoch": 113.5,
|
8737 |
+
"learning_rate": 2.850877192982456e-06,
|
8738 |
+
"loss": 0.1162,
|
8739 |
+
"step": 1135
|
8740 |
+
},
|
8741 |
+
{
|
8742 |
+
"epoch": 113.6,
|
8743 |
+
"learning_rate": 2.8070175438596493e-06,
|
8744 |
+
"loss": 0.0998,
|
8745 |
+
"step": 1136
|
8746 |
+
},
|
8747 |
+
{
|
8748 |
+
"epoch": 113.7,
|
8749 |
+
"learning_rate": 2.763157894736842e-06,
|
8750 |
+
"loss": 0.1063,
|
8751 |
+
"step": 1137
|
8752 |
+
},
|
8753 |
+
{
|
8754 |
+
"epoch": 113.8,
|
8755 |
+
"learning_rate": 2.719298245614035e-06,
|
8756 |
+
"loss": 0.1311,
|
8757 |
+
"step": 1138
|
8758 |
+
},
|
8759 |
+
{
|
8760 |
+
"epoch": 113.9,
|
8761 |
+
"learning_rate": 2.6754385964912284e-06,
|
8762 |
+
"loss": 0.1056,
|
8763 |
+
"step": 1139
|
8764 |
+
},
|
8765 |
+
{
|
8766 |
+
"epoch": 114.0,
|
8767 |
+
"learning_rate": 2.631578947368421e-06,
|
8768 |
+
"loss": 0.1116,
|
8769 |
+
"step": 1140
|
8770 |
+
},
|
8771 |
+
{
|
8772 |
+
"epoch": 114.0,
|
8773 |
+
"eval_accuracy_safe": 0.5172242975162008,
|
8774 |
+
"eval_accuracy_unlabeled": NaN,
|
8775 |
+
"eval_accuracy_unsafe": 0.9956040083905715,
|
8776 |
+
"eval_iou_safe": 0.45195046241479725,
|
8777 |
+
"eval_iou_unlabeled": NaN,
|
8778 |
+
"eval_iou_unsafe": 0.9811859989103405,
|
8779 |
+
"eval_loss": 0.10742120444774628,
|
8780 |
+
"eval_mean_accuracy": 0.7564141529533861,
|
8781 |
+
"eval_mean_iou": 0.7165682306625689,
|
8782 |
+
"eval_overall_accuracy": 0.9814734387753615,
|
8783 |
+
"eval_runtime": 17.678,
|
8784 |
+
"eval_samples_per_second": 3.79,
|
8785 |
+
"eval_steps_per_second": 0.283,
|
8786 |
+
"step": 1140
|
8787 |
+
},
|
8788 |
+
{
|
8789 |
+
"epoch": 114.1,
|
8790 |
+
"learning_rate": 2.5877192982456143e-06,
|
8791 |
+
"loss": 0.1122,
|
8792 |
+
"step": 1141
|
8793 |
+
},
|
8794 |
+
{
|
8795 |
+
"epoch": 114.2,
|
8796 |
+
"learning_rate": 2.543859649122807e-06,
|
8797 |
+
"loss": 0.1195,
|
8798 |
+
"step": 1142
|
8799 |
+
},
|
8800 |
+
{
|
8801 |
+
"epoch": 114.3,
|
8802 |
+
"learning_rate": 2.5e-06,
|
8803 |
+
"loss": 0.1197,
|
8804 |
+
"step": 1143
|
8805 |
+
},
|
8806 |
+
{
|
8807 |
+
"epoch": 114.4,
|
8808 |
+
"learning_rate": 2.456140350877193e-06,
|
8809 |
+
"loss": 0.1142,
|
8810 |
+
"step": 1144
|
8811 |
+
},
|
8812 |
+
{
|
8813 |
+
"epoch": 114.5,
|
8814 |
+
"learning_rate": 2.412280701754386e-06,
|
8815 |
+
"loss": 0.1083,
|
8816 |
+
"step": 1145
|
8817 |
+
},
|
8818 |
+
{
|
8819 |
+
"epoch": 114.6,
|
8820 |
+
"learning_rate": 2.3684210526315793e-06,
|
8821 |
+
"loss": 0.113,
|
8822 |
+
"step": 1146
|
8823 |
+
},
|
8824 |
+
{
|
8825 |
+
"epoch": 114.7,
|
8826 |
+
"learning_rate": 2.324561403508772e-06,
|
8827 |
+
"loss": 0.131,
|
8828 |
+
"step": 1147
|
8829 |
+
},
|
8830 |
+
{
|
8831 |
+
"epoch": 114.8,
|
8832 |
+
"learning_rate": 2.2807017543859652e-06,
|
8833 |
+
"loss": 0.1079,
|
8834 |
+
"step": 1148
|
8835 |
+
},
|
8836 |
+
{
|
8837 |
+
"epoch": 114.9,
|
8838 |
+
"learning_rate": 2.236842105263158e-06,
|
8839 |
+
"loss": 0.1083,
|
8840 |
+
"step": 1149
|
8841 |
+
},
|
8842 |
+
{
|
8843 |
+
"epoch": 115.0,
|
8844 |
+
"learning_rate": 2.1929824561403507e-06,
|
8845 |
+
"loss": 0.1063,
|
8846 |
+
"step": 1150
|
8847 |
+
},
|
8848 |
+
{
|
8849 |
+
"epoch": 115.0,
|
8850 |
+
"eval_accuracy_safe": 0.5163414944429667,
|
8851 |
+
"eval_accuracy_unlabeled": NaN,
|
8852 |
+
"eval_accuracy_unsafe": 0.9955996669022413,
|
8853 |
+
"eval_iou_safe": 0.45112284335766795,
|
8854 |
+
"eval_iou_unlabeled": NaN,
|
8855 |
+
"eval_iou_unsafe": 0.9811557381461328,
|
8856 |
+
"eval_loss": 0.10722891986370087,
|
8857 |
+
"eval_mean_accuracy": 0.755970580672604,
|
8858 |
+
"eval_mean_iou": 0.7161392907519004,
|
8859 |
+
"eval_overall_accuracy": 0.9814431489403568,
|
8860 |
+
"eval_runtime": 19.0504,
|
8861 |
+
"eval_samples_per_second": 3.517,
|
8862 |
+
"eval_steps_per_second": 0.262,
|
8863 |
+
"step": 1150
|
8864 |
+
},
|
8865 |
+
{
|
8866 |
+
"epoch": 115.1,
|
8867 |
+
"learning_rate": 2.149122807017544e-06,
|
8868 |
+
"loss": 0.1114,
|
8869 |
+
"step": 1151
|
8870 |
+
},
|
8871 |
+
{
|
8872 |
+
"epoch": 115.2,
|
8873 |
+
"learning_rate": 2.105263157894737e-06,
|
8874 |
+
"loss": 0.1079,
|
8875 |
+
"step": 1152
|
8876 |
+
},
|
8877 |
+
{
|
8878 |
+
"epoch": 115.3,
|
8879 |
+
"learning_rate": 2.0614035087719302e-06,
|
8880 |
+
"loss": 0.1131,
|
8881 |
+
"step": 1153
|
8882 |
+
},
|
8883 |
+
{
|
8884 |
+
"epoch": 115.4,
|
8885 |
+
"learning_rate": 2.017543859649123e-06,
|
8886 |
+
"loss": 0.1024,
|
8887 |
+
"step": 1154
|
8888 |
+
},
|
8889 |
+
{
|
8890 |
+
"epoch": 115.5,
|
8891 |
+
"learning_rate": 1.9736842105263157e-06,
|
8892 |
+
"loss": 0.1079,
|
8893 |
+
"step": 1155
|
8894 |
+
},
|
8895 |
+
{
|
8896 |
+
"epoch": 115.6,
|
8897 |
+
"learning_rate": 1.929824561403509e-06,
|
8898 |
+
"loss": 0.1255,
|
8899 |
+
"step": 1156
|
8900 |
+
},
|
8901 |
+
{
|
8902 |
+
"epoch": 115.7,
|
8903 |
+
"learning_rate": 1.8859649122807019e-06,
|
8904 |
+
"loss": 0.107,
|
8905 |
+
"step": 1157
|
8906 |
+
},
|
8907 |
+
{
|
8908 |
+
"epoch": 115.8,
|
8909 |
+
"learning_rate": 1.8421052631578946e-06,
|
8910 |
+
"loss": 0.1091,
|
8911 |
+
"step": 1158
|
8912 |
+
},
|
8913 |
+
{
|
8914 |
+
"epoch": 115.9,
|
8915 |
+
"learning_rate": 1.7982456140350878e-06,
|
8916 |
+
"loss": 0.1332,
|
8917 |
+
"step": 1159
|
8918 |
+
},
|
8919 |
+
{
|
8920 |
+
"epoch": 116.0,
|
8921 |
+
"learning_rate": 1.7543859649122807e-06,
|
8922 |
+
"loss": 0.1054,
|
8923 |
+
"step": 1160
|
8924 |
+
},
|
8925 |
+
{
|
8926 |
+
"epoch": 116.0,
|
8927 |
+
"eval_accuracy_safe": 0.4994313822999911,
|
8928 |
+
"eval_accuracy_unlabeled": NaN,
|
8929 |
+
"eval_accuracy_unsafe": 0.9959546129076203,
|
8930 |
+
"eval_iou_safe": 0.440840145979192,
|
8931 |
+
"eval_iou_unlabeled": NaN,
|
8932 |
+
"eval_iou_unsafe": 0.981007934217502,
|
8933 |
+
"eval_loss": 0.10647319257259369,
|
8934 |
+
"eval_mean_accuracy": 0.7476929976038057,
|
8935 |
+
"eval_mean_iou": 0.710924040098347,
|
8936 |
+
"eval_overall_accuracy": 0.9812881128111882,
|
8937 |
+
"eval_runtime": 19.8728,
|
8938 |
+
"eval_samples_per_second": 3.371,
|
8939 |
+
"eval_steps_per_second": 0.252,
|
8940 |
+
"step": 1160
|
8941 |
}
|
8942 |
],
|
8943 |
"max_steps": 1200,
|
8944 |
"num_train_epochs": 120,
|
8945 |
+
"total_flos": 6.270751492999741e+17,
|
8946 |
"trial_name": null,
|
8947 |
"trial_params": null
|
8948 |
}
|
{checkpoint-960 β checkpoint-1160}/training_args.bin
RENAMED
File without changes
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 14951629
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d1a99f47fb4986434e6df54173945b7b41428c7b69ac7f863b9523e041f392fa
|
3 |
size 14951629
|
runs/Feb08_01-04-48_robolidar/events.out.tfevents.1707375896.robolidar.3909676.0
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 sha256:241d6e791ca2720372abb54d3a945c00bd274ddeab4fcee56424f82504cd0ac6
|
3 |
+
size 79968
|