End of training
Browse files- all_results.json +23 -0
- eval_results.json +11 -0
- runs/Jan23_20-55-25_Phoenix/events.out.tfevents.1706052408.Phoenix.33788.1 +3 -0
- test_results.json +11 -0
- train_results.json +7 -0
- trainer_state.json +1128 -0
all_results.json
ADDED
|
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Test_accuracy": 0.9999745993040209,
|
| 3 |
+
"Test_f1": 0.9999792612870445,
|
| 4 |
+
"Test_loss": 0.00019813260587397963,
|
| 5 |
+
"Test_precision": 0.9999585234342596,
|
| 6 |
+
"Test_recall": 1.0,
|
| 7 |
+
"Test_runtime": 1231.7143,
|
| 8 |
+
"Test_samples_per_second": 63.926,
|
| 9 |
+
"Test_steps_per_second": 7.991,
|
| 10 |
+
"Validation_accuracy": 0.9999872996520105,
|
| 11 |
+
"Validation_f1": 0.9999895975283727,
|
| 12 |
+
"Validation_loss": 0.00018548018124420196,
|
| 13 |
+
"Validation_precision": 0.999979195273166,
|
| 14 |
+
"Validation_recall": 1.0,
|
| 15 |
+
"Validation_runtime": 663.9951,
|
| 16 |
+
"Validation_samples_per_second": 118.582,
|
| 17 |
+
"Validation_steps_per_second": 14.824,
|
| 18 |
+
"epoch": 3.0,
|
| 19 |
+
"train_loss": 0.00030533118247284174,
|
| 20 |
+
"train_runtime": 7936.2678,
|
| 21 |
+
"train_samples_per_second": 89.291,
|
| 22 |
+
"train_steps_per_second": 11.162
|
| 23 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Validation_accuracy": 0.9999872996520105,
|
| 3 |
+
"Validation_f1": 0.9999895975283727,
|
| 4 |
+
"Validation_loss": 0.00018548018124420196,
|
| 5 |
+
"Validation_precision": 0.999979195273166,
|
| 6 |
+
"Validation_recall": 1.0,
|
| 7 |
+
"Validation_runtime": 663.9951,
|
| 8 |
+
"Validation_samples_per_second": 118.582,
|
| 9 |
+
"Validation_steps_per_second": 14.824,
|
| 10 |
+
"epoch": 3.0
|
| 11 |
+
}
|
runs/Jan23_20-55-25_Phoenix/events.out.tfevents.1706052408.Phoenix.33788.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:02f33c15534b93ee7f5cd4f1f22fe04ed0e7d717d26f0a5fd4fb56258c286fc1
|
| 3 |
+
size 1194
|
test_results.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"Test_accuracy": 0.9999745993040209,
|
| 3 |
+
"Test_f1": 0.9999792612870445,
|
| 4 |
+
"Test_loss": 0.00019813260587397963,
|
| 5 |
+
"Test_precision": 0.9999585234342596,
|
| 6 |
+
"Test_recall": 1.0,
|
| 7 |
+
"Test_runtime": 1231.7143,
|
| 8 |
+
"Test_samples_per_second": 63.926,
|
| 9 |
+
"Test_steps_per_second": 7.991,
|
| 10 |
+
"epoch": 3.0
|
| 11 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 3.0,
|
| 3 |
+
"train_loss": 0.00030533118247284174,
|
| 4 |
+
"train_runtime": 7936.2678,
|
| 5 |
+
"train_samples_per_second": 89.291,
|
| 6 |
+
"train_steps_per_second": 11.162
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1128 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.00018548018124420196,
|
| 3 |
+
"best_model_checkpoint": "D:/AlanTuringInstitute/res/Transformers/VIT-VoxCelebSpoof-Mel_Spectrogram-Synthetic-Voice-Detection-New\\checkpoint-88581",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 88581,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.02,
|
| 13 |
+
"learning_rate": 4.97177724342692e-05,
|
| 14 |
+
"loss": 0.0268,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.03,
|
| 19 |
+
"learning_rate": 4.94355448685384e-05,
|
| 20 |
+
"loss": 0.0084,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.05,
|
| 25 |
+
"learning_rate": 4.91533173028076e-05,
|
| 26 |
+
"loss": 0.0006,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.07,
|
| 31 |
+
"learning_rate": 4.8871089737076805e-05,
|
| 32 |
+
"loss": 0.0067,
|
| 33 |
+
"step": 2000
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.08,
|
| 37 |
+
"learning_rate": 4.8588862171346e-05,
|
| 38 |
+
"loss": 0.0126,
|
| 39 |
+
"step": 2500
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 0.1,
|
| 43 |
+
"learning_rate": 4.8306634605615204e-05,
|
| 44 |
+
"loss": 0.009,
|
| 45 |
+
"step": 3000
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.12,
|
| 49 |
+
"learning_rate": 4.80244070398844e-05,
|
| 50 |
+
"loss": 0.0068,
|
| 51 |
+
"step": 3500
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.14,
|
| 55 |
+
"learning_rate": 4.77421794741536e-05,
|
| 56 |
+
"loss": 0.0001,
|
| 57 |
+
"step": 4000
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 0.15,
|
| 61 |
+
"learning_rate": 4.74599519084228e-05,
|
| 62 |
+
"loss": 0.021,
|
| 63 |
+
"step": 4500
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 0.17,
|
| 67 |
+
"learning_rate": 4.717772434269201e-05,
|
| 68 |
+
"loss": 0.0071,
|
| 69 |
+
"step": 5000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 0.19,
|
| 73 |
+
"learning_rate": 4.68954967769612e-05,
|
| 74 |
+
"loss": 0.0001,
|
| 75 |
+
"step": 5500
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 0.2,
|
| 79 |
+
"learning_rate": 4.6613269211230405e-05,
|
| 80 |
+
"loss": 0.0001,
|
| 81 |
+
"step": 6000
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 0.22,
|
| 85 |
+
"learning_rate": 4.6331041645499604e-05,
|
| 86 |
+
"loss": 0.0059,
|
| 87 |
+
"step": 6500
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 0.24,
|
| 91 |
+
"learning_rate": 4.60488140797688e-05,
|
| 92 |
+
"loss": 0.0155,
|
| 93 |
+
"step": 7000
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.25,
|
| 97 |
+
"learning_rate": 4.5766586514038e-05,
|
| 98 |
+
"loss": 0.0037,
|
| 99 |
+
"step": 7500
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 0.27,
|
| 103 |
+
"learning_rate": 4.54843589483072e-05,
|
| 104 |
+
"loss": 0.0013,
|
| 105 |
+
"step": 8000
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 0.29,
|
| 109 |
+
"learning_rate": 4.52021313825764e-05,
|
| 110 |
+
"loss": 0.0032,
|
| 111 |
+
"step": 8500
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 0.3,
|
| 115 |
+
"learning_rate": 4.49199038168456e-05,
|
| 116 |
+
"loss": 0.0065,
|
| 117 |
+
"step": 9000
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 0.32,
|
| 121 |
+
"learning_rate": 4.4637676251114805e-05,
|
| 122 |
+
"loss": 0.0024,
|
| 123 |
+
"step": 9500
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 0.34,
|
| 127 |
+
"learning_rate": 4.4355448685384e-05,
|
| 128 |
+
"loss": 0.0001,
|
| 129 |
+
"step": 10000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 0.36,
|
| 133 |
+
"learning_rate": 4.40732211196532e-05,
|
| 134 |
+
"loss": 0.0001,
|
| 135 |
+
"step": 10500
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.37,
|
| 139 |
+
"learning_rate": 4.37909935539224e-05,
|
| 140 |
+
"loss": 0.0,
|
| 141 |
+
"step": 11000
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 0.39,
|
| 145 |
+
"learning_rate": 4.35087659881916e-05,
|
| 146 |
+
"loss": 0.0,
|
| 147 |
+
"step": 11500
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 0.41,
|
| 151 |
+
"learning_rate": 4.32265384224608e-05,
|
| 152 |
+
"loss": 0.0239,
|
| 153 |
+
"step": 12000
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 0.42,
|
| 157 |
+
"learning_rate": 4.294431085673e-05,
|
| 158 |
+
"loss": 0.0146,
|
| 159 |
+
"step": 12500
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 0.44,
|
| 163 |
+
"learning_rate": 4.26620832909992e-05,
|
| 164 |
+
"loss": 0.0001,
|
| 165 |
+
"step": 13000
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 0.46,
|
| 169 |
+
"learning_rate": 4.2379855725268404e-05,
|
| 170 |
+
"loss": 0.0062,
|
| 171 |
+
"step": 13500
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 0.47,
|
| 175 |
+
"learning_rate": 4.20976281595376e-05,
|
| 176 |
+
"loss": 0.0001,
|
| 177 |
+
"step": 14000
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.49,
|
| 181 |
+
"learning_rate": 4.18154005938068e-05,
|
| 182 |
+
"loss": 0.0027,
|
| 183 |
+
"step": 14500
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 0.51,
|
| 187 |
+
"learning_rate": 4.1533173028076e-05,
|
| 188 |
+
"loss": 0.0,
|
| 189 |
+
"step": 15000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 0.52,
|
| 193 |
+
"learning_rate": 4.12509454623452e-05,
|
| 194 |
+
"loss": 0.0026,
|
| 195 |
+
"step": 15500
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 0.54,
|
| 199 |
+
"learning_rate": 4.09687178966144e-05,
|
| 200 |
+
"loss": 0.0001,
|
| 201 |
+
"step": 16000
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 0.56,
|
| 205 |
+
"learning_rate": 4.06864903308836e-05,
|
| 206 |
+
"loss": 0.0,
|
| 207 |
+
"step": 16500
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 0.58,
|
| 211 |
+
"learning_rate": 4.04042627651528e-05,
|
| 212 |
+
"loss": 0.0,
|
| 213 |
+
"step": 17000
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 0.59,
|
| 217 |
+
"learning_rate": 4.0122035199422e-05,
|
| 218 |
+
"loss": 0.0,
|
| 219 |
+
"step": 17500
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.61,
|
| 223 |
+
"learning_rate": 3.98398076336912e-05,
|
| 224 |
+
"loss": 0.0,
|
| 225 |
+
"step": 18000
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 0.63,
|
| 229 |
+
"learning_rate": 3.9557580067960395e-05,
|
| 230 |
+
"loss": 0.0,
|
| 231 |
+
"step": 18500
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 0.64,
|
| 235 |
+
"learning_rate": 3.92753525022296e-05,
|
| 236 |
+
"loss": 0.0102,
|
| 237 |
+
"step": 19000
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 0.66,
|
| 241 |
+
"learning_rate": 3.89931249364988e-05,
|
| 242 |
+
"loss": 0.0024,
|
| 243 |
+
"step": 19500
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 0.68,
|
| 247 |
+
"learning_rate": 3.8710897370768e-05,
|
| 248 |
+
"loss": 0.0,
|
| 249 |
+
"step": 20000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 0.69,
|
| 253 |
+
"learning_rate": 3.84286698050372e-05,
|
| 254 |
+
"loss": 0.0,
|
| 255 |
+
"step": 20500
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"epoch": 0.71,
|
| 259 |
+
"learning_rate": 3.8146442239306404e-05,
|
| 260 |
+
"loss": 0.0,
|
| 261 |
+
"step": 21000
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.73,
|
| 265 |
+
"learning_rate": 3.7864214673575596e-05,
|
| 266 |
+
"loss": 0.0067,
|
| 267 |
+
"step": 21500
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 0.75,
|
| 271 |
+
"learning_rate": 3.75819871078448e-05,
|
| 272 |
+
"loss": 0.0,
|
| 273 |
+
"step": 22000
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 0.76,
|
| 277 |
+
"learning_rate": 3.7299759542114e-05,
|
| 278 |
+
"loss": 0.0,
|
| 279 |
+
"step": 22500
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 0.78,
|
| 283 |
+
"learning_rate": 3.70175319763832e-05,
|
| 284 |
+
"loss": 0.0,
|
| 285 |
+
"step": 23000
|
| 286 |
+
},
|
| 287 |
+
{
|
| 288 |
+
"epoch": 0.8,
|
| 289 |
+
"learning_rate": 3.67353044106524e-05,
|
| 290 |
+
"loss": 0.0053,
|
| 291 |
+
"step": 23500
|
| 292 |
+
},
|
| 293 |
+
{
|
| 294 |
+
"epoch": 0.81,
|
| 295 |
+
"learning_rate": 3.64530768449216e-05,
|
| 296 |
+
"loss": 0.0,
|
| 297 |
+
"step": 24000
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"epoch": 0.83,
|
| 301 |
+
"learning_rate": 3.61708492791908e-05,
|
| 302 |
+
"loss": 0.0028,
|
| 303 |
+
"step": 24500
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 0.85,
|
| 307 |
+
"learning_rate": 3.5888621713459997e-05,
|
| 308 |
+
"loss": 0.0,
|
| 309 |
+
"step": 25000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 0.86,
|
| 313 |
+
"learning_rate": 3.56063941477292e-05,
|
| 314 |
+
"loss": 0.0,
|
| 315 |
+
"step": 25500
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 0.88,
|
| 319 |
+
"learning_rate": 3.5324166581998395e-05,
|
| 320 |
+
"loss": 0.0,
|
| 321 |
+
"step": 26000
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 0.9,
|
| 325 |
+
"learning_rate": 3.50419390162676e-05,
|
| 326 |
+
"loss": 0.0,
|
| 327 |
+
"step": 26500
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 0.91,
|
| 331 |
+
"learning_rate": 3.47597114505368e-05,
|
| 332 |
+
"loss": 0.0,
|
| 333 |
+
"step": 27000
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 0.93,
|
| 337 |
+
"learning_rate": 3.4477483884806e-05,
|
| 338 |
+
"loss": 0.0035,
|
| 339 |
+
"step": 27500
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 0.95,
|
| 343 |
+
"learning_rate": 3.41952563190752e-05,
|
| 344 |
+
"loss": 0.0,
|
| 345 |
+
"step": 28000
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 0.97,
|
| 349 |
+
"learning_rate": 3.3913028753344404e-05,
|
| 350 |
+
"loss": 0.0065,
|
| 351 |
+
"step": 28500
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 0.98,
|
| 355 |
+
"learning_rate": 3.3630801187613596e-05,
|
| 356 |
+
"loss": 0.0019,
|
| 357 |
+
"step": 29000
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 1.0,
|
| 361 |
+
"learning_rate": 3.33485736218828e-05,
|
| 362 |
+
"loss": 0.0048,
|
| 363 |
+
"step": 29500
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 1.0,
|
| 367 |
+
"eval_accuracy": 0.9998475958241256,
|
| 368 |
+
"eval_f1": 0.9998751846227455,
|
| 369 |
+
"eval_loss": 0.0009675200562924147,
|
| 370 |
+
"eval_precision": 0.9997504003993594,
|
| 371 |
+
"eval_recall": 1.0,
|
| 372 |
+
"eval_runtime": 1545.0149,
|
| 373 |
+
"eval_samples_per_second": 50.963,
|
| 374 |
+
"eval_steps_per_second": 6.371,
|
| 375 |
+
"step": 29527
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"epoch": 1.02,
|
| 379 |
+
"learning_rate": 3.3066346056152e-05,
|
| 380 |
+
"loss": 0.0026,
|
| 381 |
+
"step": 30000
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"epoch": 1.03,
|
| 385 |
+
"learning_rate": 3.27841184904212e-05,
|
| 386 |
+
"loss": 0.0,
|
| 387 |
+
"step": 30500
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 1.05,
|
| 391 |
+
"learning_rate": 3.25018909246904e-05,
|
| 392 |
+
"loss": 0.0029,
|
| 393 |
+
"step": 31000
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 1.07,
|
| 397 |
+
"learning_rate": 3.22196633589596e-05,
|
| 398 |
+
"loss": 0.0,
|
| 399 |
+
"step": 31500
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 1.08,
|
| 403 |
+
"learning_rate": 3.19374357932288e-05,
|
| 404 |
+
"loss": 0.0,
|
| 405 |
+
"step": 32000
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 1.1,
|
| 409 |
+
"learning_rate": 3.1655208227497996e-05,
|
| 410 |
+
"loss": 0.0,
|
| 411 |
+
"step": 32500
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"epoch": 1.12,
|
| 415 |
+
"learning_rate": 3.1372980661767195e-05,
|
| 416 |
+
"loss": 0.0,
|
| 417 |
+
"step": 33000
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 1.13,
|
| 421 |
+
"learning_rate": 3.1090753096036394e-05,
|
| 422 |
+
"loss": 0.0028,
|
| 423 |
+
"step": 33500
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 1.15,
|
| 427 |
+
"learning_rate": 3.08085255303056e-05,
|
| 428 |
+
"loss": 0.0,
|
| 429 |
+
"step": 34000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 1.17,
|
| 433 |
+
"learning_rate": 3.05262979645748e-05,
|
| 434 |
+
"loss": 0.0,
|
| 435 |
+
"step": 34500
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 1.19,
|
| 439 |
+
"learning_rate": 3.0244070398843998e-05,
|
| 440 |
+
"loss": 0.0031,
|
| 441 |
+
"step": 35000
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 1.2,
|
| 445 |
+
"learning_rate": 2.9961842833113197e-05,
|
| 446 |
+
"loss": 0.0,
|
| 447 |
+
"step": 35500
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 1.22,
|
| 451 |
+
"learning_rate": 2.96796152673824e-05,
|
| 452 |
+
"loss": 0.006,
|
| 453 |
+
"step": 36000
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"epoch": 1.24,
|
| 457 |
+
"learning_rate": 2.9397387701651595e-05,
|
| 458 |
+
"loss": 0.0038,
|
| 459 |
+
"step": 36500
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"epoch": 1.25,
|
| 463 |
+
"learning_rate": 2.9115160135920798e-05,
|
| 464 |
+
"loss": 0.0008,
|
| 465 |
+
"step": 37000
|
| 466 |
+
},
|
| 467 |
+
{
|
| 468 |
+
"epoch": 1.27,
|
| 469 |
+
"learning_rate": 2.8832932570189997e-05,
|
| 470 |
+
"loss": 0.0,
|
| 471 |
+
"step": 37500
|
| 472 |
+
},
|
| 473 |
+
{
|
| 474 |
+
"epoch": 1.29,
|
| 475 |
+
"learning_rate": 2.85507050044592e-05,
|
| 476 |
+
"loss": 0.0,
|
| 477 |
+
"step": 38000
|
| 478 |
+
},
|
| 479 |
+
{
|
| 480 |
+
"epoch": 1.3,
|
| 481 |
+
"learning_rate": 2.8268477438728395e-05,
|
| 482 |
+
"loss": 0.0,
|
| 483 |
+
"step": 38500
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 1.32,
|
| 487 |
+
"learning_rate": 2.7986249872997594e-05,
|
| 488 |
+
"loss": 0.0,
|
| 489 |
+
"step": 39000
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 1.34,
|
| 493 |
+
"learning_rate": 2.7704022307266797e-05,
|
| 494 |
+
"loss": 0.0,
|
| 495 |
+
"step": 39500
|
| 496 |
+
},
|
| 497 |
+
{
|
| 498 |
+
"epoch": 1.35,
|
| 499 |
+
"learning_rate": 2.7421794741535996e-05,
|
| 500 |
+
"loss": 0.0,
|
| 501 |
+
"step": 40000
|
| 502 |
+
},
|
| 503 |
+
{
|
| 504 |
+
"epoch": 1.37,
|
| 505 |
+
"learning_rate": 2.7139567175805198e-05,
|
| 506 |
+
"loss": 0.0,
|
| 507 |
+
"step": 40500
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 1.39,
|
| 511 |
+
"learning_rate": 2.6857339610074394e-05,
|
| 512 |
+
"loss": 0.0,
|
| 513 |
+
"step": 41000
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"epoch": 1.41,
|
| 517 |
+
"learning_rate": 2.6575112044343596e-05,
|
| 518 |
+
"loss": 0.0,
|
| 519 |
+
"step": 41500
|
| 520 |
+
},
|
| 521 |
+
{
|
| 522 |
+
"epoch": 1.42,
|
| 523 |
+
"learning_rate": 2.6292884478612795e-05,
|
| 524 |
+
"loss": 0.0044,
|
| 525 |
+
"step": 42000
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 1.44,
|
| 529 |
+
"learning_rate": 2.6010656912881998e-05,
|
| 530 |
+
"loss": 0.0,
|
| 531 |
+
"step": 42500
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 1.46,
|
| 535 |
+
"learning_rate": 2.5728429347151194e-05,
|
| 536 |
+
"loss": 0.0,
|
| 537 |
+
"step": 43000
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 1.47,
|
| 541 |
+
"learning_rate": 2.54462017814204e-05,
|
| 542 |
+
"loss": 0.0,
|
| 543 |
+
"step": 43500
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 1.49,
|
| 547 |
+
"learning_rate": 2.5163974215689595e-05,
|
| 548 |
+
"loss": 0.0,
|
| 549 |
+
"step": 44000
|
| 550 |
+
},
|
| 551 |
+
{
|
| 552 |
+
"epoch": 1.51,
|
| 553 |
+
"learning_rate": 2.4881746649958794e-05,
|
| 554 |
+
"loss": 0.0026,
|
| 555 |
+
"step": 44500
|
| 556 |
+
},
|
| 557 |
+
{
|
| 558 |
+
"epoch": 1.52,
|
| 559 |
+
"learning_rate": 2.4599519084227997e-05,
|
| 560 |
+
"loss": 0.0009,
|
| 561 |
+
"step": 45000
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"epoch": 1.54,
|
| 565 |
+
"learning_rate": 2.4317291518497196e-05,
|
| 566 |
+
"loss": 0.0,
|
| 567 |
+
"step": 45500
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 1.56,
|
| 571 |
+
"learning_rate": 2.4035063952766395e-05,
|
| 572 |
+
"loss": 0.0,
|
| 573 |
+
"step": 46000
|
| 574 |
+
},
|
| 575 |
+
{
|
| 576 |
+
"epoch": 1.57,
|
| 577 |
+
"learning_rate": 2.3752836387035597e-05,
|
| 578 |
+
"loss": 0.0,
|
| 579 |
+
"step": 46500
|
| 580 |
+
},
|
| 581 |
+
{
|
| 582 |
+
"epoch": 1.59,
|
| 583 |
+
"learning_rate": 2.3470608821304796e-05,
|
| 584 |
+
"loss": 0.0,
|
| 585 |
+
"step": 47000
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 1.61,
|
| 589 |
+
"learning_rate": 2.3188381255573995e-05,
|
| 590 |
+
"loss": 0.0032,
|
| 591 |
+
"step": 47500
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 1.63,
|
| 595 |
+
"learning_rate": 2.2906153689843194e-05,
|
| 596 |
+
"loss": 0.0,
|
| 597 |
+
"step": 48000
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 1.64,
|
| 601 |
+
"learning_rate": 2.2623926124112397e-05,
|
| 602 |
+
"loss": 0.0,
|
| 603 |
+
"step": 48500
|
| 604 |
+
},
|
| 605 |
+
{
|
| 606 |
+
"epoch": 1.66,
|
| 607 |
+
"learning_rate": 2.2341698558381596e-05,
|
| 608 |
+
"loss": 0.0,
|
| 609 |
+
"step": 49000
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 1.68,
|
| 613 |
+
"learning_rate": 2.2059470992650795e-05,
|
| 614 |
+
"loss": 0.0,
|
| 615 |
+
"step": 49500
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 1.69,
|
| 619 |
+
"learning_rate": 2.1777243426919997e-05,
|
| 620 |
+
"loss": 0.0,
|
| 621 |
+
"step": 50000
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"epoch": 1.71,
|
| 625 |
+
"learning_rate": 2.1495015861189193e-05,
|
| 626 |
+
"loss": 0.0,
|
| 627 |
+
"step": 50500
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 1.73,
|
| 631 |
+
"learning_rate": 2.1212788295458396e-05,
|
| 632 |
+
"loss": 0.0,
|
| 633 |
+
"step": 51000
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 1.74,
|
| 637 |
+
"learning_rate": 2.0930560729727595e-05,
|
| 638 |
+
"loss": 0.0,
|
| 639 |
+
"step": 51500
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"epoch": 1.76,
|
| 643 |
+
"learning_rate": 2.0648333163996794e-05,
|
| 644 |
+
"loss": 0.0,
|
| 645 |
+
"step": 52000
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"epoch": 1.78,
|
| 649 |
+
"learning_rate": 2.0366105598265993e-05,
|
| 650 |
+
"loss": 0.0,
|
| 651 |
+
"step": 52500
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"epoch": 1.79,
|
| 655 |
+
"learning_rate": 2.0083878032535195e-05,
|
| 656 |
+
"loss": 0.0,
|
| 657 |
+
"step": 53000
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 1.81,
|
| 661 |
+
"learning_rate": 1.9801650466804394e-05,
|
| 662 |
+
"loss": 0.0,
|
| 663 |
+
"step": 53500
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 1.83,
|
| 667 |
+
"learning_rate": 1.9519422901073593e-05,
|
| 668 |
+
"loss": 0.0009,
|
| 669 |
+
"step": 54000
|
| 670 |
+
},
|
| 671 |
+
{
|
| 672 |
+
"epoch": 1.85,
|
| 673 |
+
"learning_rate": 1.9237195335342796e-05,
|
| 674 |
+
"loss": 0.0014,
|
| 675 |
+
"step": 54500
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 1.86,
|
| 679 |
+
"learning_rate": 1.8954967769611995e-05,
|
| 680 |
+
"loss": 0.0,
|
| 681 |
+
"step": 55000
|
| 682 |
+
},
|
| 683 |
+
{
|
| 684 |
+
"epoch": 1.88,
|
| 685 |
+
"learning_rate": 1.8672740203881194e-05,
|
| 686 |
+
"loss": 0.0,
|
| 687 |
+
"step": 55500
|
| 688 |
+
},
|
| 689 |
+
{
|
| 690 |
+
"epoch": 1.9,
|
| 691 |
+
"learning_rate": 1.8390512638150396e-05,
|
| 692 |
+
"loss": 0.0,
|
| 693 |
+
"step": 56000
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"epoch": 1.91,
|
| 697 |
+
"learning_rate": 1.8108285072419596e-05,
|
| 698 |
+
"loss": 0.0,
|
| 699 |
+
"step": 56500
|
| 700 |
+
},
|
| 701 |
+
{
|
| 702 |
+
"epoch": 1.93,
|
| 703 |
+
"learning_rate": 1.7826057506688795e-05,
|
| 704 |
+
"loss": 0.0024,
|
| 705 |
+
"step": 57000
|
| 706 |
+
},
|
| 707 |
+
{
|
| 708 |
+
"epoch": 1.95,
|
| 709 |
+
"learning_rate": 1.7543829940957997e-05,
|
| 710 |
+
"loss": 0.0,
|
| 711 |
+
"step": 57500
|
| 712 |
+
},
|
| 713 |
+
{
|
| 714 |
+
"epoch": 1.96,
|
| 715 |
+
"learning_rate": 1.7261602375227193e-05,
|
| 716 |
+
"loss": 0.0,
|
| 717 |
+
"step": 58000
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"epoch": 1.98,
|
| 721 |
+
"learning_rate": 1.6979374809496392e-05,
|
| 722 |
+
"loss": 0.0,
|
| 723 |
+
"step": 58500
|
| 724 |
+
},
|
| 725 |
+
{
|
| 726 |
+
"epoch": 2.0,
|
| 727 |
+
"learning_rate": 1.6697147243765594e-05,
|
| 728 |
+
"loss": 0.0,
|
| 729 |
+
"step": 59000
|
| 730 |
+
},
|
| 731 |
+
{
|
| 732 |
+
"epoch": 2.0,
|
| 733 |
+
"eval_accuracy": 0.9999237979120628,
|
| 734 |
+
"eval_f1": 0.9999375845209612,
|
| 735 |
+
"eval_loss": 0.0005853137117810547,
|
| 736 |
+
"eval_precision": 0.9999375845209612,
|
| 737 |
+
"eval_recall": 0.9999375845209612,
|
| 738 |
+
"eval_runtime": 664.5437,
|
| 739 |
+
"eval_samples_per_second": 118.484,
|
| 740 |
+
"eval_steps_per_second": 14.812,
|
| 741 |
+
"step": 59054
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 2.02,
|
| 745 |
+
"learning_rate": 1.6414919678034793e-05,
|
| 746 |
+
"loss": 0.0,
|
| 747 |
+
"step": 59500
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 2.03,
|
| 751 |
+
"learning_rate": 1.6132692112303992e-05,
|
| 752 |
+
"loss": 0.0,
|
| 753 |
+
"step": 60000
|
| 754 |
+
},
|
| 755 |
+
{
|
| 756 |
+
"epoch": 2.05,
|
| 757 |
+
"learning_rate": 1.5850464546573195e-05,
|
| 758 |
+
"loss": 0.0,
|
| 759 |
+
"step": 60500
|
| 760 |
+
},
|
| 761 |
+
{
|
| 762 |
+
"epoch": 2.07,
|
| 763 |
+
"learning_rate": 1.5568236980842394e-05,
|
| 764 |
+
"loss": 0.0,
|
| 765 |
+
"step": 61000
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"epoch": 2.08,
|
| 769 |
+
"learning_rate": 1.5286009415111593e-05,
|
| 770 |
+
"loss": 0.0,
|
| 771 |
+
"step": 61500
|
| 772 |
+
},
|
| 773 |
+
{
|
| 774 |
+
"epoch": 2.1,
|
| 775 |
+
"learning_rate": 1.5003781849380794e-05,
|
| 776 |
+
"loss": 0.0007,
|
| 777 |
+
"step": 62000
|
| 778 |
+
},
|
| 779 |
+
{
|
| 780 |
+
"epoch": 2.12,
|
| 781 |
+
"learning_rate": 1.4721554283649993e-05,
|
| 782 |
+
"loss": 0.0,
|
| 783 |
+
"step": 62500
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 2.13,
|
| 787 |
+
"learning_rate": 1.4439326717919194e-05,
|
| 788 |
+
"loss": 0.0,
|
| 789 |
+
"step": 63000
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"epoch": 2.15,
|
| 793 |
+
"learning_rate": 1.4157099152188394e-05,
|
| 794 |
+
"loss": 0.0053,
|
| 795 |
+
"step": 63500
|
| 796 |
+
},
|
| 797 |
+
{
|
| 798 |
+
"epoch": 2.17,
|
| 799 |
+
"learning_rate": 1.3874871586457593e-05,
|
| 800 |
+
"loss": 0.0,
|
| 801 |
+
"step": 64000
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"epoch": 2.18,
|
| 805 |
+
"learning_rate": 1.3592644020726794e-05,
|
| 806 |
+
"loss": 0.0,
|
| 807 |
+
"step": 64500
|
| 808 |
+
},
|
| 809 |
+
{
|
| 810 |
+
"epoch": 2.2,
|
| 811 |
+
"learning_rate": 1.3310416454995995e-05,
|
| 812 |
+
"loss": 0.0,
|
| 813 |
+
"step": 65000
|
| 814 |
+
},
|
| 815 |
+
{
|
| 816 |
+
"epoch": 2.22,
|
| 817 |
+
"learning_rate": 1.3028188889265194e-05,
|
| 818 |
+
"loss": 0.0,
|
| 819 |
+
"step": 65500
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 2.24,
|
| 823 |
+
"learning_rate": 1.2745961323534391e-05,
|
| 824 |
+
"loss": 0.0,
|
| 825 |
+
"step": 66000
|
| 826 |
+
},
|
| 827 |
+
{
|
| 828 |
+
"epoch": 2.25,
|
| 829 |
+
"learning_rate": 1.2463733757803594e-05,
|
| 830 |
+
"loss": 0.0,
|
| 831 |
+
"step": 66500
|
| 832 |
+
},
|
| 833 |
+
{
|
| 834 |
+
"epoch": 2.27,
|
| 835 |
+
"learning_rate": 1.2181506192072793e-05,
|
| 836 |
+
"loss": 0.0,
|
| 837 |
+
"step": 67000
|
| 838 |
+
},
|
| 839 |
+
{
|
| 840 |
+
"epoch": 2.29,
|
| 841 |
+
"learning_rate": 1.1899278626341992e-05,
|
| 842 |
+
"loss": 0.0011,
|
| 843 |
+
"step": 67500
|
| 844 |
+
},
|
| 845 |
+
{
|
| 846 |
+
"epoch": 2.3,
|
| 847 |
+
"learning_rate": 1.1617051060611193e-05,
|
| 848 |
+
"loss": 0.0,
|
| 849 |
+
"step": 68000
|
| 850 |
+
},
|
| 851 |
+
{
|
| 852 |
+
"epoch": 2.32,
|
| 853 |
+
"learning_rate": 1.1334823494880392e-05,
|
| 854 |
+
"loss": 0.0,
|
| 855 |
+
"step": 68500
|
| 856 |
+
},
|
| 857 |
+
{
|
| 858 |
+
"epoch": 2.34,
|
| 859 |
+
"learning_rate": 1.1052595929149593e-05,
|
| 860 |
+
"loss": 0.0,
|
| 861 |
+
"step": 69000
|
| 862 |
+
},
|
| 863 |
+
{
|
| 864 |
+
"epoch": 2.35,
|
| 865 |
+
"learning_rate": 1.0770368363418792e-05,
|
| 866 |
+
"loss": 0.0,
|
| 867 |
+
"step": 69500
|
| 868 |
+
},
|
| 869 |
+
{
|
| 870 |
+
"epoch": 2.37,
|
| 871 |
+
"learning_rate": 1.0488140797687992e-05,
|
| 872 |
+
"loss": 0.0,
|
| 873 |
+
"step": 70000
|
| 874 |
+
},
|
| 875 |
+
{
|
| 876 |
+
"epoch": 2.39,
|
| 877 |
+
"learning_rate": 1.0205913231957193e-05,
|
| 878 |
+
"loss": 0.0,
|
| 879 |
+
"step": 70500
|
| 880 |
+
},
|
| 881 |
+
{
|
| 882 |
+
"epoch": 2.4,
|
| 883 |
+
"learning_rate": 9.923685666226392e-06,
|
| 884 |
+
"loss": 0.0,
|
| 885 |
+
"step": 71000
|
| 886 |
+
},
|
| 887 |
+
{
|
| 888 |
+
"epoch": 2.42,
|
| 889 |
+
"learning_rate": 9.641458100495591e-06,
|
| 890 |
+
"loss": 0.0,
|
| 891 |
+
"step": 71500
|
| 892 |
+
},
|
| 893 |
+
{
|
| 894 |
+
"epoch": 2.44,
|
| 895 |
+
"learning_rate": 9.359230534764792e-06,
|
| 896 |
+
"loss": 0.0,
|
| 897 |
+
"step": 72000
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"epoch": 2.46,
|
| 901 |
+
"learning_rate": 9.077002969033991e-06,
|
| 902 |
+
"loss": 0.0,
|
| 903 |
+
"step": 72500
|
| 904 |
+
},
|
| 905 |
+
{
|
| 906 |
+
"epoch": 2.47,
|
| 907 |
+
"learning_rate": 8.794775403303192e-06,
|
| 908 |
+
"loss": 0.0,
|
| 909 |
+
"step": 73000
|
| 910 |
+
},
|
| 911 |
+
{
|
| 912 |
+
"epoch": 2.49,
|
| 913 |
+
"learning_rate": 8.512547837572393e-06,
|
| 914 |
+
"loss": 0.0,
|
| 915 |
+
"step": 73500
|
| 916 |
+
},
|
| 917 |
+
{
|
| 918 |
+
"epoch": 2.51,
|
| 919 |
+
"learning_rate": 8.230320271841592e-06,
|
| 920 |
+
"loss": 0.0,
|
| 921 |
+
"step": 74000
|
| 922 |
+
},
|
| 923 |
+
{
|
| 924 |
+
"epoch": 2.52,
|
| 925 |
+
"learning_rate": 7.948092706110793e-06,
|
| 926 |
+
"loss": 0.0037,
|
| 927 |
+
"step": 74500
|
| 928 |
+
},
|
| 929 |
+
{
|
| 930 |
+
"epoch": 2.54,
|
| 931 |
+
"learning_rate": 7.665865140379992e-06,
|
| 932 |
+
"loss": 0.0,
|
| 933 |
+
"step": 75000
|
| 934 |
+
},
|
| 935 |
+
{
|
| 936 |
+
"epoch": 2.56,
|
| 937 |
+
"learning_rate": 7.383637574649191e-06,
|
| 938 |
+
"loss": 0.0001,
|
| 939 |
+
"step": 75500
|
| 940 |
+
},
|
| 941 |
+
{
|
| 942 |
+
"epoch": 2.57,
|
| 943 |
+
"learning_rate": 7.1014100089183914e-06,
|
| 944 |
+
"loss": 0.0,
|
| 945 |
+
"step": 76000
|
| 946 |
+
},
|
| 947 |
+
{
|
| 948 |
+
"epoch": 2.59,
|
| 949 |
+
"learning_rate": 6.819182443187591e-06,
|
| 950 |
+
"loss": 0.0,
|
| 951 |
+
"step": 76500
|
| 952 |
+
},
|
| 953 |
+
{
|
| 954 |
+
"epoch": 2.61,
|
| 955 |
+
"learning_rate": 6.536954877456791e-06,
|
| 956 |
+
"loss": 0.0016,
|
| 957 |
+
"step": 77000
|
| 958 |
+
},
|
| 959 |
+
{
|
| 960 |
+
"epoch": 2.62,
|
| 961 |
+
"learning_rate": 6.254727311725991e-06,
|
| 962 |
+
"loss": 0.0,
|
| 963 |
+
"step": 77500
|
| 964 |
+
},
|
| 965 |
+
{
|
| 966 |
+
"epoch": 2.64,
|
| 967 |
+
"learning_rate": 5.972499745995191e-06,
|
| 968 |
+
"loss": 0.0,
|
| 969 |
+
"step": 78000
|
| 970 |
+
},
|
| 971 |
+
{
|
| 972 |
+
"epoch": 2.66,
|
| 973 |
+
"learning_rate": 5.690272180264391e-06,
|
| 974 |
+
"loss": 0.0,
|
| 975 |
+
"step": 78500
|
| 976 |
+
},
|
| 977 |
+
{
|
| 978 |
+
"epoch": 2.68,
|
| 979 |
+
"learning_rate": 5.408044614533591e-06,
|
| 980 |
+
"loss": 0.0,
|
| 981 |
+
"step": 79000
|
| 982 |
+
},
|
| 983 |
+
{
|
| 984 |
+
"epoch": 2.69,
|
| 985 |
+
"learning_rate": 5.125817048802791e-06,
|
| 986 |
+
"loss": 0.0,
|
| 987 |
+
"step": 79500
|
| 988 |
+
},
|
| 989 |
+
{
|
| 990 |
+
"epoch": 2.71,
|
| 991 |
+
"learning_rate": 4.843589483071991e-06,
|
| 992 |
+
"loss": 0.0,
|
| 993 |
+
"step": 80000
|
| 994 |
+
},
|
| 995 |
+
{
|
| 996 |
+
"epoch": 2.73,
|
| 997 |
+
"learning_rate": 4.561361917341191e-06,
|
| 998 |
+
"loss": 0.0,
|
| 999 |
+
"step": 80500
|
| 1000 |
+
},
|
| 1001 |
+
{
|
| 1002 |
+
"epoch": 2.74,
|
| 1003 |
+
"learning_rate": 4.279134351610391e-06,
|
| 1004 |
+
"loss": 0.0,
|
| 1005 |
+
"step": 81000
|
| 1006 |
+
},
|
| 1007 |
+
{
|
| 1008 |
+
"epoch": 2.76,
|
| 1009 |
+
"learning_rate": 3.9969067858795905e-06,
|
| 1010 |
+
"loss": 0.0,
|
| 1011 |
+
"step": 81500
|
| 1012 |
+
},
|
| 1013 |
+
{
|
| 1014 |
+
"epoch": 2.78,
|
| 1015 |
+
"learning_rate": 3.7146792201487904e-06,
|
| 1016 |
+
"loss": 0.0,
|
| 1017 |
+
"step": 82000
|
| 1018 |
+
},
|
| 1019 |
+
{
|
| 1020 |
+
"epoch": 2.79,
|
| 1021 |
+
"learning_rate": 3.4324516544179904e-06,
|
| 1022 |
+
"loss": 0.0,
|
| 1023 |
+
"step": 82500
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 2.81,
|
| 1027 |
+
"learning_rate": 3.1502240886871903e-06,
|
| 1028 |
+
"loss": 0.0,
|
| 1029 |
+
"step": 83000
|
| 1030 |
+
},
|
| 1031 |
+
{
|
| 1032 |
+
"epoch": 2.83,
|
| 1033 |
+
"learning_rate": 2.86799652295639e-06,
|
| 1034 |
+
"loss": 0.0,
|
| 1035 |
+
"step": 83500
|
| 1036 |
+
},
|
| 1037 |
+
{
|
| 1038 |
+
"epoch": 2.84,
|
| 1039 |
+
"learning_rate": 2.5857689572255905e-06,
|
| 1040 |
+
"loss": 0.0,
|
| 1041 |
+
"step": 84000
|
| 1042 |
+
},
|
| 1043 |
+
{
|
| 1044 |
+
"epoch": 2.86,
|
| 1045 |
+
"learning_rate": 2.30354139149479e-06,
|
| 1046 |
+
"loss": 0.0,
|
| 1047 |
+
"step": 84500
|
| 1048 |
+
},
|
| 1049 |
+
{
|
| 1050 |
+
"epoch": 2.88,
|
| 1051 |
+
"learning_rate": 2.0213138257639904e-06,
|
| 1052 |
+
"loss": 0.0,
|
| 1053 |
+
"step": 85000
|
| 1054 |
+
},
|
| 1055 |
+
{
|
| 1056 |
+
"epoch": 2.9,
|
| 1057 |
+
"learning_rate": 1.73908626003319e-06,
|
| 1058 |
+
"loss": 0.0,
|
| 1059 |
+
"step": 85500
|
| 1060 |
+
},
|
| 1061 |
+
{
|
| 1062 |
+
"epoch": 2.91,
|
| 1063 |
+
"learning_rate": 1.45685869430239e-06,
|
| 1064 |
+
"loss": 0.0,
|
| 1065 |
+
"step": 86000
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"epoch": 2.93,
|
| 1069 |
+
"learning_rate": 1.17463112857159e-06,
|
| 1070 |
+
"loss": 0.0,
|
| 1071 |
+
"step": 86500
|
| 1072 |
+
},
|
| 1073 |
+
{
|
| 1074 |
+
"epoch": 2.95,
|
| 1075 |
+
"learning_rate": 8.924035628407898e-07,
|
| 1076 |
+
"loss": 0.0036,
|
| 1077 |
+
"step": 87000
|
| 1078 |
+
},
|
| 1079 |
+
{
|
| 1080 |
+
"epoch": 2.96,
|
| 1081 |
+
"learning_rate": 6.101759971099898e-07,
|
| 1082 |
+
"loss": 0.0,
|
| 1083 |
+
"step": 87500
|
| 1084 |
+
},
|
| 1085 |
+
{
|
| 1086 |
+
"epoch": 2.98,
|
| 1087 |
+
"learning_rate": 3.279484313791897e-07,
|
| 1088 |
+
"loss": 0.0,
|
| 1089 |
+
"step": 88000
|
| 1090 |
+
},
|
| 1091 |
+
{
|
| 1092 |
+
"epoch": 3.0,
|
| 1093 |
+
"learning_rate": 4.572086564838961e-08,
|
| 1094 |
+
"loss": 0.0,
|
| 1095 |
+
"step": 88500
|
| 1096 |
+
},
|
| 1097 |
+
{
|
| 1098 |
+
"epoch": 3.0,
|
| 1099 |
+
"eval_accuracy": 0.9999872996520105,
|
| 1100 |
+
"eval_f1": 0.9999895975283727,
|
| 1101 |
+
"eval_loss": 0.00018548018124420196,
|
| 1102 |
+
"eval_precision": 0.999979195273166,
|
| 1103 |
+
"eval_recall": 1.0,
|
| 1104 |
+
"eval_runtime": 626.8193,
|
| 1105 |
+
"eval_samples_per_second": 125.615,
|
| 1106 |
+
"eval_steps_per_second": 15.703,
|
| 1107 |
+
"step": 88581
|
| 1108 |
+
},
|
| 1109 |
+
{
|
| 1110 |
+
"epoch": 3.0,
|
| 1111 |
+
"step": 88581,
|
| 1112 |
+
"total_flos": 5.491361355252602e+19,
|
| 1113 |
+
"train_loss": 0.00030533118247284174,
|
| 1114 |
+
"train_runtime": 7936.2678,
|
| 1115 |
+
"train_samples_per_second": 89.291,
|
| 1116 |
+
"train_steps_per_second": 11.162
|
| 1117 |
+
}
|
| 1118 |
+
],
|
| 1119 |
+
"logging_steps": 500,
|
| 1120 |
+
"max_steps": 88581,
|
| 1121 |
+
"num_input_tokens_seen": 0,
|
| 1122 |
+
"num_train_epochs": 3,
|
| 1123 |
+
"save_steps": 500,
|
| 1124 |
+
"total_flos": 5.491361355252602e+19,
|
| 1125 |
+
"train_batch_size": 8,
|
| 1126 |
+
"trial_name": null,
|
| 1127 |
+
"trial_params": null
|
| 1128 |
+
}
|