End of training
Browse files- all_results.json +12 -0
- emissions.csv +2 -0
- eval_results.json +8 -0
- pytorch_model.bin +1 -1
- runs/Oct27_22-01-18_anton-gpu-v100/events.out.tfevents.1635372097.anton-gpu-v100.276919.0 +2 -2
- runs/Oct27_22-01-18_anton-gpu-v100/events.out.tfevents.1635372990.anton-gpu-v100.276919.2 +3 -0
- train_results.json +7 -0
- trainer_state.json +1264 -0
all_results.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9826419535157399,
|
| 4 |
+
"eval_loss": 0.08240818232297897,
|
| 5 |
+
"eval_runtime": 14.1019,
|
| 6 |
+
"eval_samples_per_second": 482.063,
|
| 7 |
+
"eval_steps_per_second": 15.104,
|
| 8 |
+
"train_loss": 0.5217096392672164,
|
| 9 |
+
"train_runtime": 876.8675,
|
| 10 |
+
"train_samples_per_second": 291.344,
|
| 11 |
+
"train_steps_per_second": 2.275
|
| 12 |
+
}
|
emissions.csv
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
timestamp,experiment_id,project_name,duration,emissions,energy_consumed,country_name,country_iso_code,region,on_cloud,cloud_provider,cloud_region
|
| 2 |
+
2021-10-27T22:16:14,8843ae00-7e3b-4076-a01c-76400931e2dc,codecarbon,876.8788502216339,0.05179114541761414,0.09145531594139882,USA,USA,Iowa,Y,gcp,us-central1
|
eval_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9826419535157399,
|
| 4 |
+
"eval_loss": 0.08240818232297897,
|
| 5 |
+
"eval_runtime": 14.1019,
|
| 6 |
+
"eval_samples_per_second": 482.063,
|
| 7 |
+
"eval_steps_per_second": 15.104
|
| 8 |
+
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 378371987
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d24be12297c42c2247f6054bc1bdba9d2e0476340a3ecc2b0ec08d925d344ec
|
| 3 |
size 378371987
|
runs/Oct27_22-01-18_anton-gpu-v100/events.out.tfevents.1635372097.anton-gpu-v100.276919.0
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 sha256:11a8e1c3a351751ef46aea187efa3611845e2c78f0bf4a5bf10dddaa43044764
|
| 3 |
+
size 38172
|
runs/Oct27_22-01-18_anton-gpu-v100/events.out.tfevents.1635372990.anton-gpu-v100.276919.2
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a2bc717a11cae449e453015d00f41f1bba886850c7a8d8278d7d3418d7c0ce89
|
| 3 |
+
size 363
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"train_loss": 0.5217096392672164,
|
| 4 |
+
"train_runtime": 876.8675,
|
| 5 |
+
"train_samples_per_second": 291.344,
|
| 6 |
+
"train_steps_per_second": 2.275
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1264 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.9826419535157399,
|
| 3 |
+
"best_model_checkpoint": "wav2vec2-base-ft-keyword-spotting/checkpoint-1596",
|
| 4 |
+
"epoch": 4.999373825923607,
|
| 5 |
+
"global_step": 1995,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.03,
|
| 12 |
+
"learning_rate": 1.5e-06,
|
| 13 |
+
"loss": 2.4949,
|
| 14 |
+
"step": 10
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.05,
|
| 18 |
+
"learning_rate": 3e-06,
|
| 19 |
+
"loss": 2.4769,
|
| 20 |
+
"step": 20
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 0.08,
|
| 24 |
+
"learning_rate": 4.5e-06,
|
| 25 |
+
"loss": 2.4248,
|
| 26 |
+
"step": 30
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 0.1,
|
| 30 |
+
"learning_rate": 6e-06,
|
| 31 |
+
"loss": 2.3294,
|
| 32 |
+
"step": 40
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 0.13,
|
| 36 |
+
"learning_rate": 7.5e-06,
|
| 37 |
+
"loss": 2.2127,
|
| 38 |
+
"step": 50
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.15,
|
| 42 |
+
"learning_rate": 9e-06,
|
| 43 |
+
"loss": 2.0328,
|
| 44 |
+
"step": 60
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.18,
|
| 48 |
+
"learning_rate": 1.05e-05,
|
| 49 |
+
"loss": 1.9213,
|
| 50 |
+
"step": 70
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 0.2,
|
| 54 |
+
"learning_rate": 1.2e-05,
|
| 55 |
+
"loss": 1.851,
|
| 56 |
+
"step": 80
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 0.23,
|
| 60 |
+
"learning_rate": 1.3500000000000001e-05,
|
| 61 |
+
"loss": 1.7601,
|
| 62 |
+
"step": 90
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 0.25,
|
| 66 |
+
"learning_rate": 1.5e-05,
|
| 67 |
+
"loss": 1.6933,
|
| 68 |
+
"step": 100
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 0.28,
|
| 72 |
+
"learning_rate": 1.65e-05,
|
| 73 |
+
"loss": 1.5549,
|
| 74 |
+
"step": 110
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 0.3,
|
| 78 |
+
"learning_rate": 1.8e-05,
|
| 79 |
+
"loss": 1.5171,
|
| 80 |
+
"step": 120
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.33,
|
| 84 |
+
"learning_rate": 1.95e-05,
|
| 85 |
+
"loss": 1.5173,
|
| 86 |
+
"step": 130
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.35,
|
| 90 |
+
"learning_rate": 2.1e-05,
|
| 91 |
+
"loss": 1.5287,
|
| 92 |
+
"step": 140
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 0.38,
|
| 96 |
+
"learning_rate": 2.25e-05,
|
| 97 |
+
"loss": 1.5134,
|
| 98 |
+
"step": 150
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 0.4,
|
| 102 |
+
"learning_rate": 2.4e-05,
|
| 103 |
+
"loss": 1.5117,
|
| 104 |
+
"step": 160
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 0.43,
|
| 108 |
+
"learning_rate": 2.55e-05,
|
| 109 |
+
"loss": 1.4358,
|
| 110 |
+
"step": 170
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 0.45,
|
| 114 |
+
"learning_rate": 2.7000000000000002e-05,
|
| 115 |
+
"loss": 1.5335,
|
| 116 |
+
"step": 180
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 0.48,
|
| 120 |
+
"learning_rate": 2.8499999999999998e-05,
|
| 121 |
+
"loss": 1.5543,
|
| 122 |
+
"step": 190
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 0.5,
|
| 126 |
+
"learning_rate": 3e-05,
|
| 127 |
+
"loss": 1.5198,
|
| 128 |
+
"step": 200
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.53,
|
| 132 |
+
"learning_rate": 2.9832869080779945e-05,
|
| 133 |
+
"loss": 1.5746,
|
| 134 |
+
"step": 210
|
| 135 |
+
},
|
| 136 |
+
{
|
| 137 |
+
"epoch": 0.55,
|
| 138 |
+
"learning_rate": 2.9665738161559886e-05,
|
| 139 |
+
"loss": 1.5224,
|
| 140 |
+
"step": 220
|
| 141 |
+
},
|
| 142 |
+
{
|
| 143 |
+
"epoch": 0.58,
|
| 144 |
+
"learning_rate": 2.9498607242339834e-05,
|
| 145 |
+
"loss": 1.4122,
|
| 146 |
+
"step": 230
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 0.6,
|
| 150 |
+
"learning_rate": 2.933147632311978e-05,
|
| 151 |
+
"loss": 1.4064,
|
| 152 |
+
"step": 240
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 0.63,
|
| 156 |
+
"learning_rate": 2.916434540389972e-05,
|
| 157 |
+
"loss": 1.3188,
|
| 158 |
+
"step": 250
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 0.65,
|
| 162 |
+
"learning_rate": 2.8997214484679665e-05,
|
| 163 |
+
"loss": 1.2805,
|
| 164 |
+
"step": 260
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 0.68,
|
| 168 |
+
"learning_rate": 2.8830083565459613e-05,
|
| 169 |
+
"loss": 1.2531,
|
| 170 |
+
"step": 270
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.7,
|
| 174 |
+
"learning_rate": 2.8662952646239554e-05,
|
| 175 |
+
"loss": 1.1727,
|
| 176 |
+
"step": 280
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"epoch": 0.73,
|
| 180 |
+
"learning_rate": 2.84958217270195e-05,
|
| 181 |
+
"loss": 1.203,
|
| 182 |
+
"step": 290
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 0.75,
|
| 186 |
+
"learning_rate": 2.8328690807799443e-05,
|
| 187 |
+
"loss": 1.0836,
|
| 188 |
+
"step": 300
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 0.78,
|
| 192 |
+
"learning_rate": 2.8161559888579388e-05,
|
| 193 |
+
"loss": 1.1541,
|
| 194 |
+
"step": 310
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 0.8,
|
| 198 |
+
"learning_rate": 2.7994428969359332e-05,
|
| 199 |
+
"loss": 1.0898,
|
| 200 |
+
"step": 320
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 0.83,
|
| 204 |
+
"learning_rate": 2.7827298050139277e-05,
|
| 205 |
+
"loss": 1.1117,
|
| 206 |
+
"step": 330
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 0.85,
|
| 210 |
+
"learning_rate": 2.7660167130919218e-05,
|
| 211 |
+
"loss": 1.0768,
|
| 212 |
+
"step": 340
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 0.88,
|
| 216 |
+
"learning_rate": 2.7493036211699166e-05,
|
| 217 |
+
"loss": 1.0354,
|
| 218 |
+
"step": 350
|
| 219 |
+
},
|
| 220 |
+
{
|
| 221 |
+
"epoch": 0.9,
|
| 222 |
+
"learning_rate": 2.732590529247911e-05,
|
| 223 |
+
"loss": 0.9769,
|
| 224 |
+
"step": 360
|
| 225 |
+
},
|
| 226 |
+
{
|
| 227 |
+
"epoch": 0.93,
|
| 228 |
+
"learning_rate": 2.7158774373259055e-05,
|
| 229 |
+
"loss": 0.9714,
|
| 230 |
+
"step": 370
|
| 231 |
+
},
|
| 232 |
+
{
|
| 233 |
+
"epoch": 0.95,
|
| 234 |
+
"learning_rate": 2.6991643454038996e-05,
|
| 235 |
+
"loss": 0.917,
|
| 236 |
+
"step": 380
|
| 237 |
+
},
|
| 238 |
+
{
|
| 239 |
+
"epoch": 0.98,
|
| 240 |
+
"learning_rate": 2.6824512534818944e-05,
|
| 241 |
+
"loss": 0.8972,
|
| 242 |
+
"step": 390
|
| 243 |
+
},
|
| 244 |
+
{
|
| 245 |
+
"epoch": 1.0,
|
| 246 |
+
"eval_accuracy": 0.8174463077375699,
|
| 247 |
+
"eval_loss": 0.7023297548294067,
|
| 248 |
+
"eval_runtime": 14.9373,
|
| 249 |
+
"eval_samples_per_second": 455.102,
|
| 250 |
+
"eval_steps_per_second": 14.26,
|
| 251 |
+
"step": 399
|
| 252 |
+
},
|
| 253 |
+
{
|
| 254 |
+
"epoch": 1.0,
|
| 255 |
+
"learning_rate": 2.665738161559889e-05,
|
| 256 |
+
"loss": 0.9539,
|
| 257 |
+
"step": 400
|
| 258 |
+
},
|
| 259 |
+
{
|
| 260 |
+
"epoch": 1.03,
|
| 261 |
+
"learning_rate": 2.649025069637883e-05,
|
| 262 |
+
"loss": 0.7725,
|
| 263 |
+
"step": 410
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 1.05,
|
| 267 |
+
"learning_rate": 2.6323119777158774e-05,
|
| 268 |
+
"loss": 0.8338,
|
| 269 |
+
"step": 420
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 1.08,
|
| 273 |
+
"learning_rate": 2.6155988857938722e-05,
|
| 274 |
+
"loss": 0.751,
|
| 275 |
+
"step": 430
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 1.1,
|
| 279 |
+
"learning_rate": 2.5988857938718663e-05,
|
| 280 |
+
"loss": 0.7343,
|
| 281 |
+
"step": 440
|
| 282 |
+
},
|
| 283 |
+
{
|
| 284 |
+
"epoch": 1.13,
|
| 285 |
+
"learning_rate": 2.5821727019498608e-05,
|
| 286 |
+
"loss": 0.7739,
|
| 287 |
+
"step": 450
|
| 288 |
+
},
|
| 289 |
+
{
|
| 290 |
+
"epoch": 1.15,
|
| 291 |
+
"learning_rate": 2.5654596100278553e-05,
|
| 292 |
+
"loss": 0.7262,
|
| 293 |
+
"step": 460
|
| 294 |
+
},
|
| 295 |
+
{
|
| 296 |
+
"epoch": 1.18,
|
| 297 |
+
"learning_rate": 2.5487465181058497e-05,
|
| 298 |
+
"loss": 0.6699,
|
| 299 |
+
"step": 470
|
| 300 |
+
},
|
| 301 |
+
{
|
| 302 |
+
"epoch": 1.2,
|
| 303 |
+
"learning_rate": 2.532033426183844e-05,
|
| 304 |
+
"loss": 0.7,
|
| 305 |
+
"step": 480
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 1.23,
|
| 309 |
+
"learning_rate": 2.5153203342618386e-05,
|
| 310 |
+
"loss": 0.6335,
|
| 311 |
+
"step": 490
|
| 312 |
+
},
|
| 313 |
+
{
|
| 314 |
+
"epoch": 1.25,
|
| 315 |
+
"learning_rate": 2.4986072423398327e-05,
|
| 316 |
+
"loss": 0.6279,
|
| 317 |
+
"step": 500
|
| 318 |
+
},
|
| 319 |
+
{
|
| 320 |
+
"epoch": 1.28,
|
| 321 |
+
"learning_rate": 2.4818941504178275e-05,
|
| 322 |
+
"loss": 0.6569,
|
| 323 |
+
"step": 510
|
| 324 |
+
},
|
| 325 |
+
{
|
| 326 |
+
"epoch": 1.3,
|
| 327 |
+
"learning_rate": 2.465181058495822e-05,
|
| 328 |
+
"loss": 0.6112,
|
| 329 |
+
"step": 520
|
| 330 |
+
},
|
| 331 |
+
{
|
| 332 |
+
"epoch": 1.33,
|
| 333 |
+
"learning_rate": 2.448467966573816e-05,
|
| 334 |
+
"loss": 0.6111,
|
| 335 |
+
"step": 530
|
| 336 |
+
},
|
| 337 |
+
{
|
| 338 |
+
"epoch": 1.35,
|
| 339 |
+
"learning_rate": 2.4317548746518106e-05,
|
| 340 |
+
"loss": 0.5783,
|
| 341 |
+
"step": 540
|
| 342 |
+
},
|
| 343 |
+
{
|
| 344 |
+
"epoch": 1.38,
|
| 345 |
+
"learning_rate": 2.415041782729805e-05,
|
| 346 |
+
"loss": 0.4803,
|
| 347 |
+
"step": 550
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 1.4,
|
| 351 |
+
"learning_rate": 2.3983286908077995e-05,
|
| 352 |
+
"loss": 0.4735,
|
| 353 |
+
"step": 560
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"epoch": 1.43,
|
| 357 |
+
"learning_rate": 2.381615598885794e-05,
|
| 358 |
+
"loss": 0.5297,
|
| 359 |
+
"step": 570
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 1.45,
|
| 363 |
+
"learning_rate": 2.3649025069637884e-05,
|
| 364 |
+
"loss": 0.5026,
|
| 365 |
+
"step": 580
|
| 366 |
+
},
|
| 367 |
+
{
|
| 368 |
+
"epoch": 1.48,
|
| 369 |
+
"learning_rate": 2.3481894150417825e-05,
|
| 370 |
+
"loss": 0.4613,
|
| 371 |
+
"step": 590
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 1.5,
|
| 375 |
+
"learning_rate": 2.3314763231197773e-05,
|
| 376 |
+
"loss": 0.4743,
|
| 377 |
+
"step": 600
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 1.53,
|
| 381 |
+
"learning_rate": 2.3147632311977718e-05,
|
| 382 |
+
"loss": 0.4586,
|
| 383 |
+
"step": 610
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 1.55,
|
| 387 |
+
"learning_rate": 2.298050139275766e-05,
|
| 388 |
+
"loss": 0.4131,
|
| 389 |
+
"step": 620
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 1.58,
|
| 393 |
+
"learning_rate": 2.2813370473537603e-05,
|
| 394 |
+
"loss": 0.4347,
|
| 395 |
+
"step": 630
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 1.6,
|
| 399 |
+
"learning_rate": 2.264623955431755e-05,
|
| 400 |
+
"loss": 0.509,
|
| 401 |
+
"step": 640
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 1.63,
|
| 405 |
+
"learning_rate": 2.2479108635097492e-05,
|
| 406 |
+
"loss": 0.4038,
|
| 407 |
+
"step": 650
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 1.65,
|
| 411 |
+
"learning_rate": 2.2311977715877437e-05,
|
| 412 |
+
"loss": 0.3699,
|
| 413 |
+
"step": 660
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 1.68,
|
| 417 |
+
"learning_rate": 2.214484679665738e-05,
|
| 418 |
+
"loss": 0.3891,
|
| 419 |
+
"step": 670
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 1.7,
|
| 423 |
+
"learning_rate": 2.1977715877437326e-05,
|
| 424 |
+
"loss": 0.4092,
|
| 425 |
+
"step": 680
|
| 426 |
+
},
|
| 427 |
+
{
|
| 428 |
+
"epoch": 1.73,
|
| 429 |
+
"learning_rate": 2.181058495821727e-05,
|
| 430 |
+
"loss": 0.3817,
|
| 431 |
+
"step": 690
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"epoch": 1.75,
|
| 435 |
+
"learning_rate": 2.1643454038997215e-05,
|
| 436 |
+
"loss": 0.3415,
|
| 437 |
+
"step": 700
|
| 438 |
+
},
|
| 439 |
+
{
|
| 440 |
+
"epoch": 1.78,
|
| 441 |
+
"learning_rate": 2.147632311977716e-05,
|
| 442 |
+
"loss": 0.3615,
|
| 443 |
+
"step": 710
|
| 444 |
+
},
|
| 445 |
+
{
|
| 446 |
+
"epoch": 1.8,
|
| 447 |
+
"learning_rate": 2.1309192200557104e-05,
|
| 448 |
+
"loss": 0.3131,
|
| 449 |
+
"step": 720
|
| 450 |
+
},
|
| 451 |
+
{
|
| 452 |
+
"epoch": 1.83,
|
| 453 |
+
"learning_rate": 2.114206128133705e-05,
|
| 454 |
+
"loss": 0.3565,
|
| 455 |
+
"step": 730
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 1.85,
|
| 459 |
+
"learning_rate": 2.0974930362116993e-05,
|
| 460 |
+
"loss": 0.3024,
|
| 461 |
+
"step": 740
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 1.88,
|
| 465 |
+
"learning_rate": 2.0807799442896935e-05,
|
| 466 |
+
"loss": 0.3239,
|
| 467 |
+
"step": 750
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 1.9,
|
| 471 |
+
"learning_rate": 2.0640668523676883e-05,
|
| 472 |
+
"loss": 0.3449,
|
| 473 |
+
"step": 760
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 1.93,
|
| 477 |
+
"learning_rate": 2.0473537604456827e-05,
|
| 478 |
+
"loss": 0.2942,
|
| 479 |
+
"step": 770
|
| 480 |
+
},
|
| 481 |
+
{
|
| 482 |
+
"epoch": 1.95,
|
| 483 |
+
"learning_rate": 2.0306406685236768e-05,
|
| 484 |
+
"loss": 0.3161,
|
| 485 |
+
"step": 780
|
| 486 |
+
},
|
| 487 |
+
{
|
| 488 |
+
"epoch": 1.98,
|
| 489 |
+
"learning_rate": 2.0139275766016713e-05,
|
| 490 |
+
"loss": 0.3274,
|
| 491 |
+
"step": 790
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"epoch": 2.0,
|
| 495 |
+
"eval_accuracy": 0.9773462783171522,
|
| 496 |
+
"eval_loss": 0.16337834298610687,
|
| 497 |
+
"eval_runtime": 13.9496,
|
| 498 |
+
"eval_samples_per_second": 487.324,
|
| 499 |
+
"eval_steps_per_second": 15.269,
|
| 500 |
+
"step": 798
|
| 501 |
+
},
|
| 502 |
+
{
|
| 503 |
+
"epoch": 2.01,
|
| 504 |
+
"learning_rate": 1.997214484679666e-05,
|
| 505 |
+
"loss": 0.3454,
|
| 506 |
+
"step": 800
|
| 507 |
+
},
|
| 508 |
+
{
|
| 509 |
+
"epoch": 2.03,
|
| 510 |
+
"learning_rate": 1.9805013927576602e-05,
|
| 511 |
+
"loss": 0.3337,
|
| 512 |
+
"step": 810
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"epoch": 2.06,
|
| 516 |
+
"learning_rate": 1.9637883008356546e-05,
|
| 517 |
+
"loss": 0.2997,
|
| 518 |
+
"step": 820
|
| 519 |
+
},
|
| 520 |
+
{
|
| 521 |
+
"epoch": 2.08,
|
| 522 |
+
"learning_rate": 1.947075208913649e-05,
|
| 523 |
+
"loss": 0.3173,
|
| 524 |
+
"step": 830
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 2.11,
|
| 528 |
+
"learning_rate": 1.9303621169916436e-05,
|
| 529 |
+
"loss": 0.3355,
|
| 530 |
+
"step": 840
|
| 531 |
+
},
|
| 532 |
+
{
|
| 533 |
+
"epoch": 2.13,
|
| 534 |
+
"learning_rate": 1.913649025069638e-05,
|
| 535 |
+
"loss": 0.2756,
|
| 536 |
+
"step": 850
|
| 537 |
+
},
|
| 538 |
+
{
|
| 539 |
+
"epoch": 2.16,
|
| 540 |
+
"learning_rate": 1.8969359331476325e-05,
|
| 541 |
+
"loss": 0.2612,
|
| 542 |
+
"step": 860
|
| 543 |
+
},
|
| 544 |
+
{
|
| 545 |
+
"epoch": 2.18,
|
| 546 |
+
"learning_rate": 1.8802228412256266e-05,
|
| 547 |
+
"loss": 0.2838,
|
| 548 |
+
"step": 870
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"epoch": 2.21,
|
| 552 |
+
"learning_rate": 1.863509749303621e-05,
|
| 553 |
+
"loss": 0.329,
|
| 554 |
+
"step": 880
|
| 555 |
+
},
|
| 556 |
+
{
|
| 557 |
+
"epoch": 2.23,
|
| 558 |
+
"learning_rate": 1.846796657381616e-05,
|
| 559 |
+
"loss": 0.2528,
|
| 560 |
+
"step": 890
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 2.26,
|
| 564 |
+
"learning_rate": 1.83008356545961e-05,
|
| 565 |
+
"loss": 0.2994,
|
| 566 |
+
"step": 900
|
| 567 |
+
},
|
| 568 |
+
{
|
| 569 |
+
"epoch": 2.28,
|
| 570 |
+
"learning_rate": 1.8133704735376044e-05,
|
| 571 |
+
"loss": 0.2609,
|
| 572 |
+
"step": 910
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 2.31,
|
| 576 |
+
"learning_rate": 1.796657381615599e-05,
|
| 577 |
+
"loss": 0.2295,
|
| 578 |
+
"step": 920
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
+
"epoch": 2.33,
|
| 582 |
+
"learning_rate": 1.7799442896935933e-05,
|
| 583 |
+
"loss": 0.2758,
|
| 584 |
+
"step": 930
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 2.36,
|
| 588 |
+
"learning_rate": 1.7632311977715878e-05,
|
| 589 |
+
"loss": 0.2202,
|
| 590 |
+
"step": 940
|
| 591 |
+
},
|
| 592 |
+
{
|
| 593 |
+
"epoch": 2.38,
|
| 594 |
+
"learning_rate": 1.7465181058495822e-05,
|
| 595 |
+
"loss": 0.2715,
|
| 596 |
+
"step": 950
|
| 597 |
+
},
|
| 598 |
+
{
|
| 599 |
+
"epoch": 2.41,
|
| 600 |
+
"learning_rate": 1.7298050139275764e-05,
|
| 601 |
+
"loss": 0.2479,
|
| 602 |
+
"step": 960
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 2.43,
|
| 606 |
+
"learning_rate": 1.713091922005571e-05,
|
| 607 |
+
"loss": 0.2663,
|
| 608 |
+
"step": 970
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 2.46,
|
| 612 |
+
"learning_rate": 1.6963788300835656e-05,
|
| 613 |
+
"loss": 0.2533,
|
| 614 |
+
"step": 980
|
| 615 |
+
},
|
| 616 |
+
{
|
| 617 |
+
"epoch": 2.48,
|
| 618 |
+
"learning_rate": 1.6796657381615597e-05,
|
| 619 |
+
"loss": 0.248,
|
| 620 |
+
"step": 990
|
| 621 |
+
},
|
| 622 |
+
{
|
| 623 |
+
"epoch": 2.51,
|
| 624 |
+
"learning_rate": 1.6629526462395542e-05,
|
| 625 |
+
"loss": 0.23,
|
| 626 |
+
"step": 1000
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"epoch": 2.53,
|
| 630 |
+
"learning_rate": 1.646239554317549e-05,
|
| 631 |
+
"loss": 0.2349,
|
| 632 |
+
"step": 1010
|
| 633 |
+
},
|
| 634 |
+
{
|
| 635 |
+
"epoch": 2.56,
|
| 636 |
+
"learning_rate": 1.6295264623955434e-05,
|
| 637 |
+
"loss": 0.2123,
|
| 638 |
+
"step": 1020
|
| 639 |
+
},
|
| 640 |
+
{
|
| 641 |
+
"epoch": 2.58,
|
| 642 |
+
"learning_rate": 1.6128133704735375e-05,
|
| 643 |
+
"loss": 0.2496,
|
| 644 |
+
"step": 1030
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"epoch": 2.61,
|
| 648 |
+
"learning_rate": 1.596100278551532e-05,
|
| 649 |
+
"loss": 0.2394,
|
| 650 |
+
"step": 1040
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 2.63,
|
| 654 |
+
"learning_rate": 1.5793871866295268e-05,
|
| 655 |
+
"loss": 0.2138,
|
| 656 |
+
"step": 1050
|
| 657 |
+
},
|
| 658 |
+
{
|
| 659 |
+
"epoch": 2.66,
|
| 660 |
+
"learning_rate": 1.562674094707521e-05,
|
| 661 |
+
"loss": 0.2262,
|
| 662 |
+
"step": 1060
|
| 663 |
+
},
|
| 664 |
+
{
|
| 665 |
+
"epoch": 2.68,
|
| 666 |
+
"learning_rate": 1.5459610027855154e-05,
|
| 667 |
+
"loss": 0.228,
|
| 668 |
+
"step": 1070
|
| 669 |
+
},
|
| 670 |
+
{
|
| 671 |
+
"epoch": 2.71,
|
| 672 |
+
"learning_rate": 1.5292479108635098e-05,
|
| 673 |
+
"loss": 0.2126,
|
| 674 |
+
"step": 1080
|
| 675 |
+
},
|
| 676 |
+
{
|
| 677 |
+
"epoch": 2.73,
|
| 678 |
+
"learning_rate": 1.5125348189415043e-05,
|
| 679 |
+
"loss": 0.2439,
|
| 680 |
+
"step": 1090
|
| 681 |
+
},
|
| 682 |
+
{
|
| 683 |
+
"epoch": 2.76,
|
| 684 |
+
"learning_rate": 1.4958217270194987e-05,
|
| 685 |
+
"loss": 0.2913,
|
| 686 |
+
"step": 1100
|
| 687 |
+
},
|
| 688 |
+
{
|
| 689 |
+
"epoch": 2.78,
|
| 690 |
+
"learning_rate": 1.479108635097493e-05,
|
| 691 |
+
"loss": 0.2643,
|
| 692 |
+
"step": 1110
|
| 693 |
+
},
|
| 694 |
+
{
|
| 695 |
+
"epoch": 2.81,
|
| 696 |
+
"learning_rate": 1.4623955431754876e-05,
|
| 697 |
+
"loss": 0.1985,
|
| 698 |
+
"step": 1120
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"epoch": 2.83,
|
| 702 |
+
"learning_rate": 1.445682451253482e-05,
|
| 703 |
+
"loss": 0.1995,
|
| 704 |
+
"step": 1130
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 2.86,
|
| 708 |
+
"learning_rate": 1.4289693593314764e-05,
|
| 709 |
+
"loss": 0.2218,
|
| 710 |
+
"step": 1140
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"epoch": 2.88,
|
| 714 |
+
"learning_rate": 1.4122562674094708e-05,
|
| 715 |
+
"loss": 0.225,
|
| 716 |
+
"step": 1150
|
| 717 |
+
},
|
| 718 |
+
{
|
| 719 |
+
"epoch": 2.91,
|
| 720 |
+
"learning_rate": 1.3955431754874653e-05,
|
| 721 |
+
"loss": 0.2027,
|
| 722 |
+
"step": 1160
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 2.93,
|
| 726 |
+
"learning_rate": 1.3788300835654596e-05,
|
| 727 |
+
"loss": 0.2403,
|
| 728 |
+
"step": 1170
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"epoch": 2.96,
|
| 732 |
+
"learning_rate": 1.362116991643454e-05,
|
| 733 |
+
"loss": 0.2154,
|
| 734 |
+
"step": 1180
|
| 735 |
+
},
|
| 736 |
+
{
|
| 737 |
+
"epoch": 2.98,
|
| 738 |
+
"learning_rate": 1.3454038997214485e-05,
|
| 739 |
+
"loss": 0.1993,
|
| 740 |
+
"step": 1190
|
| 741 |
+
},
|
| 742 |
+
{
|
| 743 |
+
"epoch": 3.0,
|
| 744 |
+
"eval_accuracy": 0.9788172992056487,
|
| 745 |
+
"eval_loss": 0.10475532710552216,
|
| 746 |
+
"eval_runtime": 14.0991,
|
| 747 |
+
"eval_samples_per_second": 482.159,
|
| 748 |
+
"eval_steps_per_second": 15.107,
|
| 749 |
+
"step": 1197
|
| 750 |
+
},
|
| 751 |
+
{
|
| 752 |
+
"epoch": 3.01,
|
| 753 |
+
"learning_rate": 1.3286908077994428e-05,
|
| 754 |
+
"loss": 0.1856,
|
| 755 |
+
"step": 1200
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"epoch": 3.03,
|
| 759 |
+
"learning_rate": 1.3119777158774374e-05,
|
| 760 |
+
"loss": 0.2406,
|
| 761 |
+
"step": 1210
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"epoch": 3.06,
|
| 765 |
+
"learning_rate": 1.2952646239554317e-05,
|
| 766 |
+
"loss": 0.1763,
|
| 767 |
+
"step": 1220
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"epoch": 3.08,
|
| 771 |
+
"learning_rate": 1.2785515320334262e-05,
|
| 772 |
+
"loss": 0.1754,
|
| 773 |
+
"step": 1230
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"epoch": 3.11,
|
| 777 |
+
"learning_rate": 1.2618384401114206e-05,
|
| 778 |
+
"loss": 0.1781,
|
| 779 |
+
"step": 1240
|
| 780 |
+
},
|
| 781 |
+
{
|
| 782 |
+
"epoch": 3.13,
|
| 783 |
+
"learning_rate": 1.245125348189415e-05,
|
| 784 |
+
"loss": 0.2419,
|
| 785 |
+
"step": 1250
|
| 786 |
+
},
|
| 787 |
+
{
|
| 788 |
+
"epoch": 3.16,
|
| 789 |
+
"learning_rate": 1.2284122562674095e-05,
|
| 790 |
+
"loss": 0.215,
|
| 791 |
+
"step": 1260
|
| 792 |
+
},
|
| 793 |
+
{
|
| 794 |
+
"epoch": 3.18,
|
| 795 |
+
"learning_rate": 1.211699164345404e-05,
|
| 796 |
+
"loss": 0.2068,
|
| 797 |
+
"step": 1270
|
| 798 |
+
},
|
| 799 |
+
{
|
| 800 |
+
"epoch": 3.21,
|
| 801 |
+
"learning_rate": 1.1949860724233983e-05,
|
| 802 |
+
"loss": 0.1869,
|
| 803 |
+
"step": 1280
|
| 804 |
+
},
|
| 805 |
+
{
|
| 806 |
+
"epoch": 3.23,
|
| 807 |
+
"learning_rate": 1.1782729805013929e-05,
|
| 808 |
+
"loss": 0.2321,
|
| 809 |
+
"step": 1290
|
| 810 |
+
},
|
| 811 |
+
{
|
| 812 |
+
"epoch": 3.26,
|
| 813 |
+
"learning_rate": 1.1615598885793872e-05,
|
| 814 |
+
"loss": 0.1984,
|
| 815 |
+
"step": 1300
|
| 816 |
+
},
|
| 817 |
+
{
|
| 818 |
+
"epoch": 3.28,
|
| 819 |
+
"learning_rate": 1.1448467966573816e-05,
|
| 820 |
+
"loss": 0.1766,
|
| 821 |
+
"step": 1310
|
| 822 |
+
},
|
| 823 |
+
{
|
| 824 |
+
"epoch": 3.31,
|
| 825 |
+
"learning_rate": 1.1281337047353761e-05,
|
| 826 |
+
"loss": 0.2103,
|
| 827 |
+
"step": 1320
|
| 828 |
+
},
|
| 829 |
+
{
|
| 830 |
+
"epoch": 3.33,
|
| 831 |
+
"learning_rate": 1.1114206128133705e-05,
|
| 832 |
+
"loss": 0.209,
|
| 833 |
+
"step": 1330
|
| 834 |
+
},
|
| 835 |
+
{
|
| 836 |
+
"epoch": 3.36,
|
| 837 |
+
"learning_rate": 1.0947075208913648e-05,
|
| 838 |
+
"loss": 0.183,
|
| 839 |
+
"step": 1340
|
| 840 |
+
},
|
| 841 |
+
{
|
| 842 |
+
"epoch": 3.38,
|
| 843 |
+
"learning_rate": 1.0779944289693595e-05,
|
| 844 |
+
"loss": 0.2289,
|
| 845 |
+
"step": 1350
|
| 846 |
+
},
|
| 847 |
+
{
|
| 848 |
+
"epoch": 3.41,
|
| 849 |
+
"learning_rate": 1.0612813370473537e-05,
|
| 850 |
+
"loss": 0.1645,
|
| 851 |
+
"step": 1360
|
| 852 |
+
},
|
| 853 |
+
{
|
| 854 |
+
"epoch": 3.43,
|
| 855 |
+
"learning_rate": 1.0445682451253482e-05,
|
| 856 |
+
"loss": 0.1816,
|
| 857 |
+
"step": 1370
|
| 858 |
+
},
|
| 859 |
+
{
|
| 860 |
+
"epoch": 3.46,
|
| 861 |
+
"learning_rate": 1.0278551532033427e-05,
|
| 862 |
+
"loss": 0.1885,
|
| 863 |
+
"step": 1380
|
| 864 |
+
},
|
| 865 |
+
{
|
| 866 |
+
"epoch": 3.48,
|
| 867 |
+
"learning_rate": 1.0111420612813371e-05,
|
| 868 |
+
"loss": 0.2352,
|
| 869 |
+
"step": 1390
|
| 870 |
+
},
|
| 871 |
+
{
|
| 872 |
+
"epoch": 3.51,
|
| 873 |
+
"learning_rate": 9.944289693593314e-06,
|
| 874 |
+
"loss": 0.1751,
|
| 875 |
+
"step": 1400
|
| 876 |
+
},
|
| 877 |
+
{
|
| 878 |
+
"epoch": 3.53,
|
| 879 |
+
"learning_rate": 9.77715877437326e-06,
|
| 880 |
+
"loss": 0.2142,
|
| 881 |
+
"step": 1410
|
| 882 |
+
},
|
| 883 |
+
{
|
| 884 |
+
"epoch": 3.56,
|
| 885 |
+
"learning_rate": 9.610027855153203e-06,
|
| 886 |
+
"loss": 0.1668,
|
| 887 |
+
"step": 1420
|
| 888 |
+
},
|
| 889 |
+
{
|
| 890 |
+
"epoch": 3.58,
|
| 891 |
+
"learning_rate": 9.44289693593315e-06,
|
| 892 |
+
"loss": 0.1587,
|
| 893 |
+
"step": 1430
|
| 894 |
+
},
|
| 895 |
+
{
|
| 896 |
+
"epoch": 3.61,
|
| 897 |
+
"learning_rate": 9.275766016713092e-06,
|
| 898 |
+
"loss": 0.1708,
|
| 899 |
+
"step": 1440
|
| 900 |
+
},
|
| 901 |
+
{
|
| 902 |
+
"epoch": 3.63,
|
| 903 |
+
"learning_rate": 9.108635097493037e-06,
|
| 904 |
+
"loss": 0.2169,
|
| 905 |
+
"step": 1450
|
| 906 |
+
},
|
| 907 |
+
{
|
| 908 |
+
"epoch": 3.66,
|
| 909 |
+
"learning_rate": 8.941504178272981e-06,
|
| 910 |
+
"loss": 0.159,
|
| 911 |
+
"step": 1460
|
| 912 |
+
},
|
| 913 |
+
{
|
| 914 |
+
"epoch": 3.68,
|
| 915 |
+
"learning_rate": 8.774373259052926e-06,
|
| 916 |
+
"loss": 0.1713,
|
| 917 |
+
"step": 1470
|
| 918 |
+
},
|
| 919 |
+
{
|
| 920 |
+
"epoch": 3.71,
|
| 921 |
+
"learning_rate": 8.607242339832869e-06,
|
| 922 |
+
"loss": 0.1802,
|
| 923 |
+
"step": 1480
|
| 924 |
+
},
|
| 925 |
+
{
|
| 926 |
+
"epoch": 3.73,
|
| 927 |
+
"learning_rate": 8.440111420612815e-06,
|
| 928 |
+
"loss": 0.1586,
|
| 929 |
+
"step": 1490
|
| 930 |
+
},
|
| 931 |
+
{
|
| 932 |
+
"epoch": 3.76,
|
| 933 |
+
"learning_rate": 8.272980501392758e-06,
|
| 934 |
+
"loss": 0.2148,
|
| 935 |
+
"step": 1500
|
| 936 |
+
},
|
| 937 |
+
{
|
| 938 |
+
"epoch": 3.78,
|
| 939 |
+
"learning_rate": 8.1058495821727e-06,
|
| 940 |
+
"loss": 0.2177,
|
| 941 |
+
"step": 1510
|
| 942 |
+
},
|
| 943 |
+
{
|
| 944 |
+
"epoch": 3.81,
|
| 945 |
+
"learning_rate": 7.938718662952647e-06,
|
| 946 |
+
"loss": 0.1665,
|
| 947 |
+
"step": 1520
|
| 948 |
+
},
|
| 949 |
+
{
|
| 950 |
+
"epoch": 3.83,
|
| 951 |
+
"learning_rate": 7.77158774373259e-06,
|
| 952 |
+
"loss": 0.1761,
|
| 953 |
+
"step": 1530
|
| 954 |
+
},
|
| 955 |
+
{
|
| 956 |
+
"epoch": 3.86,
|
| 957 |
+
"learning_rate": 7.604456824512535e-06,
|
| 958 |
+
"loss": 0.2171,
|
| 959 |
+
"step": 1540
|
| 960 |
+
},
|
| 961 |
+
{
|
| 962 |
+
"epoch": 3.88,
|
| 963 |
+
"learning_rate": 7.43732590529248e-06,
|
| 964 |
+
"loss": 0.1509,
|
| 965 |
+
"step": 1550
|
| 966 |
+
},
|
| 967 |
+
{
|
| 968 |
+
"epoch": 3.91,
|
| 969 |
+
"learning_rate": 7.2701949860724235e-06,
|
| 970 |
+
"loss": 0.1756,
|
| 971 |
+
"step": 1560
|
| 972 |
+
},
|
| 973 |
+
{
|
| 974 |
+
"epoch": 3.93,
|
| 975 |
+
"learning_rate": 7.103064066852368e-06,
|
| 976 |
+
"loss": 0.1705,
|
| 977 |
+
"step": 1570
|
| 978 |
+
},
|
| 979 |
+
{
|
| 980 |
+
"epoch": 3.96,
|
| 981 |
+
"learning_rate": 6.935933147632313e-06,
|
| 982 |
+
"loss": 0.1679,
|
| 983 |
+
"step": 1580
|
| 984 |
+
},
|
| 985 |
+
{
|
| 986 |
+
"epoch": 3.98,
|
| 987 |
+
"learning_rate": 6.768802228412256e-06,
|
| 988 |
+
"loss": 0.1777,
|
| 989 |
+
"step": 1590
|
| 990 |
+
},
|
| 991 |
+
{
|
| 992 |
+
"epoch": 4.0,
|
| 993 |
+
"eval_accuracy": 0.9826419535157399,
|
| 994 |
+
"eval_loss": 0.08240818232297897,
|
| 995 |
+
"eval_runtime": 13.7079,
|
| 996 |
+
"eval_samples_per_second": 495.918,
|
| 997 |
+
"eval_steps_per_second": 15.538,
|
| 998 |
+
"step": 1596
|
| 999 |
+
},
|
| 1000 |
+
{
|
| 1001 |
+
"epoch": 4.01,
|
| 1002 |
+
"learning_rate": 6.601671309192201e-06,
|
| 1003 |
+
"loss": 0.184,
|
| 1004 |
+
"step": 1600
|
| 1005 |
+
},
|
| 1006 |
+
{
|
| 1007 |
+
"epoch": 4.04,
|
| 1008 |
+
"learning_rate": 6.4345403899721455e-06,
|
| 1009 |
+
"loss": 0.1912,
|
| 1010 |
+
"step": 1610
|
| 1011 |
+
},
|
| 1012 |
+
{
|
| 1013 |
+
"epoch": 4.06,
|
| 1014 |
+
"learning_rate": 6.267409470752089e-06,
|
| 1015 |
+
"loss": 0.1981,
|
| 1016 |
+
"step": 1620
|
| 1017 |
+
},
|
| 1018 |
+
{
|
| 1019 |
+
"epoch": 4.09,
|
| 1020 |
+
"learning_rate": 6.100278551532034e-06,
|
| 1021 |
+
"loss": 0.1253,
|
| 1022 |
+
"step": 1630
|
| 1023 |
+
},
|
| 1024 |
+
{
|
| 1025 |
+
"epoch": 4.11,
|
| 1026 |
+
"learning_rate": 5.933147632311978e-06,
|
| 1027 |
+
"loss": 0.1602,
|
| 1028 |
+
"step": 1640
|
| 1029 |
+
},
|
| 1030 |
+
{
|
| 1031 |
+
"epoch": 4.14,
|
| 1032 |
+
"learning_rate": 5.766016713091923e-06,
|
| 1033 |
+
"loss": 0.1941,
|
| 1034 |
+
"step": 1650
|
| 1035 |
+
},
|
| 1036 |
+
{
|
| 1037 |
+
"epoch": 4.16,
|
| 1038 |
+
"learning_rate": 5.598885793871867e-06,
|
| 1039 |
+
"loss": 0.1622,
|
| 1040 |
+
"step": 1660
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
+
"epoch": 4.19,
|
| 1044 |
+
"learning_rate": 5.43175487465181e-06,
|
| 1045 |
+
"loss": 0.1529,
|
| 1046 |
+
"step": 1670
|
| 1047 |
+
},
|
| 1048 |
+
{
|
| 1049 |
+
"epoch": 4.21,
|
| 1050 |
+
"learning_rate": 5.264623955431755e-06,
|
| 1051 |
+
"loss": 0.1969,
|
| 1052 |
+
"step": 1680
|
| 1053 |
+
},
|
| 1054 |
+
{
|
| 1055 |
+
"epoch": 4.24,
|
| 1056 |
+
"learning_rate": 5.0974930362116986e-06,
|
| 1057 |
+
"loss": 0.1511,
|
| 1058 |
+
"step": 1690
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"epoch": 4.26,
|
| 1062 |
+
"learning_rate": 4.930362116991643e-06,
|
| 1063 |
+
"loss": 0.2085,
|
| 1064 |
+
"step": 1700
|
| 1065 |
+
},
|
| 1066 |
+
{
|
| 1067 |
+
"epoch": 4.29,
|
| 1068 |
+
"learning_rate": 4.763231197771588e-06,
|
| 1069 |
+
"loss": 0.1925,
|
| 1070 |
+
"step": 1710
|
| 1071 |
+
},
|
| 1072 |
+
{
|
| 1073 |
+
"epoch": 4.31,
|
| 1074 |
+
"learning_rate": 4.596100278551532e-06,
|
| 1075 |
+
"loss": 0.1979,
|
| 1076 |
+
"step": 1720
|
| 1077 |
+
},
|
| 1078 |
+
{
|
| 1079 |
+
"epoch": 4.34,
|
| 1080 |
+
"learning_rate": 4.428969359331476e-06,
|
| 1081 |
+
"loss": 0.186,
|
| 1082 |
+
"step": 1730
|
| 1083 |
+
},
|
| 1084 |
+
{
|
| 1085 |
+
"epoch": 4.36,
|
| 1086 |
+
"learning_rate": 4.2618384401114205e-06,
|
| 1087 |
+
"loss": 0.1738,
|
| 1088 |
+
"step": 1740
|
| 1089 |
+
},
|
| 1090 |
+
{
|
| 1091 |
+
"epoch": 4.39,
|
| 1092 |
+
"learning_rate": 4.094707520891365e-06,
|
| 1093 |
+
"loss": 0.1755,
|
| 1094 |
+
"step": 1750
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"epoch": 4.41,
|
| 1098 |
+
"learning_rate": 3.927576601671309e-06,
|
| 1099 |
+
"loss": 0.1693,
|
| 1100 |
+
"step": 1760
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 4.44,
|
| 1104 |
+
"learning_rate": 3.7604456824512533e-06,
|
| 1105 |
+
"loss": 0.17,
|
| 1106 |
+
"step": 1770
|
| 1107 |
+
},
|
| 1108 |
+
{
|
| 1109 |
+
"epoch": 4.46,
|
| 1110 |
+
"learning_rate": 3.593314763231198e-06,
|
| 1111 |
+
"loss": 0.1865,
|
| 1112 |
+
"step": 1780
|
| 1113 |
+
},
|
| 1114 |
+
{
|
| 1115 |
+
"epoch": 4.49,
|
| 1116 |
+
"learning_rate": 3.426183844011142e-06,
|
| 1117 |
+
"loss": 0.1612,
|
| 1118 |
+
"step": 1790
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 4.51,
|
| 1122 |
+
"learning_rate": 3.259052924791086e-06,
|
| 1123 |
+
"loss": 0.1919,
|
| 1124 |
+
"step": 1800
|
| 1125 |
+
},
|
| 1126 |
+
{
|
| 1127 |
+
"epoch": 4.54,
|
| 1128 |
+
"learning_rate": 3.0919220055710307e-06,
|
| 1129 |
+
"loss": 0.1526,
|
| 1130 |
+
"step": 1810
|
| 1131 |
+
},
|
| 1132 |
+
{
|
| 1133 |
+
"epoch": 4.56,
|
| 1134 |
+
"learning_rate": 2.924791086350975e-06,
|
| 1135 |
+
"loss": 0.1758,
|
| 1136 |
+
"step": 1820
|
| 1137 |
+
},
|
| 1138 |
+
{
|
| 1139 |
+
"epoch": 4.59,
|
| 1140 |
+
"learning_rate": 2.7576601671309194e-06,
|
| 1141 |
+
"loss": 0.19,
|
| 1142 |
+
"step": 1830
|
| 1143 |
+
},
|
| 1144 |
+
{
|
| 1145 |
+
"epoch": 4.61,
|
| 1146 |
+
"learning_rate": 2.5905292479108636e-06,
|
| 1147 |
+
"loss": 0.1274,
|
| 1148 |
+
"step": 1840
|
| 1149 |
+
},
|
| 1150 |
+
{
|
| 1151 |
+
"epoch": 4.64,
|
| 1152 |
+
"learning_rate": 2.4233983286908077e-06,
|
| 1153 |
+
"loss": 0.1246,
|
| 1154 |
+
"step": 1850
|
| 1155 |
+
},
|
| 1156 |
+
{
|
| 1157 |
+
"epoch": 4.66,
|
| 1158 |
+
"learning_rate": 2.2562674094707523e-06,
|
| 1159 |
+
"loss": 0.1699,
|
| 1160 |
+
"step": 1860
|
| 1161 |
+
},
|
| 1162 |
+
{
|
| 1163 |
+
"epoch": 4.69,
|
| 1164 |
+
"learning_rate": 2.0891364902506964e-06,
|
| 1165 |
+
"loss": 0.1549,
|
| 1166 |
+
"step": 1870
|
| 1167 |
+
},
|
| 1168 |
+
{
|
| 1169 |
+
"epoch": 4.71,
|
| 1170 |
+
"learning_rate": 1.922005571030641e-06,
|
| 1171 |
+
"loss": 0.1858,
|
| 1172 |
+
"step": 1880
|
| 1173 |
+
},
|
| 1174 |
+
{
|
| 1175 |
+
"epoch": 4.74,
|
| 1176 |
+
"learning_rate": 1.7548746518105849e-06,
|
| 1177 |
+
"loss": 0.1561,
|
| 1178 |
+
"step": 1890
|
| 1179 |
+
},
|
| 1180 |
+
{
|
| 1181 |
+
"epoch": 4.76,
|
| 1182 |
+
"learning_rate": 1.5877437325905292e-06,
|
| 1183 |
+
"loss": 0.162,
|
| 1184 |
+
"step": 1900
|
| 1185 |
+
},
|
| 1186 |
+
{
|
| 1187 |
+
"epoch": 4.79,
|
| 1188 |
+
"learning_rate": 1.4206128133704736e-06,
|
| 1189 |
+
"loss": 0.2132,
|
| 1190 |
+
"step": 1910
|
| 1191 |
+
},
|
| 1192 |
+
{
|
| 1193 |
+
"epoch": 4.81,
|
| 1194 |
+
"learning_rate": 1.253481894150418e-06,
|
| 1195 |
+
"loss": 0.1326,
|
| 1196 |
+
"step": 1920
|
| 1197 |
+
},
|
| 1198 |
+
{
|
| 1199 |
+
"epoch": 4.84,
|
| 1200 |
+
"learning_rate": 1.0863509749303623e-06,
|
| 1201 |
+
"loss": 0.1339,
|
| 1202 |
+
"step": 1930
|
| 1203 |
+
},
|
| 1204 |
+
{
|
| 1205 |
+
"epoch": 4.86,
|
| 1206 |
+
"learning_rate": 9.192200557103064e-07,
|
| 1207 |
+
"loss": 0.1589,
|
| 1208 |
+
"step": 1940
|
| 1209 |
+
},
|
| 1210 |
+
{
|
| 1211 |
+
"epoch": 4.89,
|
| 1212 |
+
"learning_rate": 7.520891364902508e-07,
|
| 1213 |
+
"loss": 0.1711,
|
| 1214 |
+
"step": 1950
|
| 1215 |
+
},
|
| 1216 |
+
{
|
| 1217 |
+
"epoch": 4.91,
|
| 1218 |
+
"learning_rate": 5.84958217270195e-07,
|
| 1219 |
+
"loss": 0.1458,
|
| 1220 |
+
"step": 1960
|
| 1221 |
+
},
|
| 1222 |
+
{
|
| 1223 |
+
"epoch": 4.94,
|
| 1224 |
+
"learning_rate": 4.178272980501393e-07,
|
| 1225 |
+
"loss": 0.1643,
|
| 1226 |
+
"step": 1970
|
| 1227 |
+
},
|
| 1228 |
+
{
|
| 1229 |
+
"epoch": 4.96,
|
| 1230 |
+
"learning_rate": 2.506963788300836e-07,
|
| 1231 |
+
"loss": 0.1598,
|
| 1232 |
+
"step": 1980
|
| 1233 |
+
},
|
| 1234 |
+
{
|
| 1235 |
+
"epoch": 4.99,
|
| 1236 |
+
"learning_rate": 8.356545961002785e-08,
|
| 1237 |
+
"loss": 0.1527,
|
| 1238 |
+
"step": 1990
|
| 1239 |
+
},
|
| 1240 |
+
{
|
| 1241 |
+
"epoch": 5.0,
|
| 1242 |
+
"eval_accuracy": 0.9810238305383936,
|
| 1243 |
+
"eval_loss": 0.08117648959159851,
|
| 1244 |
+
"eval_runtime": 13.9006,
|
| 1245 |
+
"eval_samples_per_second": 489.042,
|
| 1246 |
+
"eval_steps_per_second": 15.323,
|
| 1247 |
+
"step": 1995
|
| 1248 |
+
},
|
| 1249 |
+
{
|
| 1250 |
+
"epoch": 5.0,
|
| 1251 |
+
"step": 1995,
|
| 1252 |
+
"total_flos": 2.31918157475328e+18,
|
| 1253 |
+
"train_loss": 0.5217096392672164,
|
| 1254 |
+
"train_runtime": 876.8675,
|
| 1255 |
+
"train_samples_per_second": 291.344,
|
| 1256 |
+
"train_steps_per_second": 2.275
|
| 1257 |
+
}
|
| 1258 |
+
],
|
| 1259 |
+
"max_steps": 1995,
|
| 1260 |
+
"num_train_epochs": 5,
|
| 1261 |
+
"total_flos": 2.31918157475328e+18,
|
| 1262 |
+
"trial_name": null,
|
| 1263 |
+
"trial_params": null
|
| 1264 |
+
}
|