End of training
Browse files- README.md +12 -9
- all_results.json +12 -0
- eval_results.json +8 -0
- train_results.json +7 -0
- trainer_state.json +2518 -0
README.md
CHANGED
|
@@ -1,39 +1,42 @@
|
|
| 1 |
---
|
|
|
|
|
|
|
| 2 |
license: apache-2.0
|
| 3 |
base_model: openai/whisper-medium
|
| 4 |
tags:
|
|
|
|
| 5 |
- generated_from_trainer
|
| 6 |
datasets:
|
| 7 |
-
- common_voice_13_0
|
| 8 |
metrics:
|
| 9 |
- wer
|
| 10 |
model-index:
|
| 11 |
-
- name:
|
| 12 |
results:
|
| 13 |
- task:
|
| 14 |
name: Automatic Speech Recognition
|
| 15 |
type: automatic-speech-recognition
|
| 16 |
dataset:
|
| 17 |
-
name: common_voice_13_0
|
| 18 |
-
type: common_voice_13_0
|
| 19 |
config: gl
|
| 20 |
split: test
|
| 21 |
args: gl
|
| 22 |
metrics:
|
| 23 |
- name: Wer
|
| 24 |
type: wer
|
| 25 |
-
value: 7.
|
| 26 |
---
|
| 27 |
|
| 28 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 29 |
should probably proofread and complete it, then remove this comment. -->
|
| 30 |
|
| 31 |
-
#
|
| 32 |
|
| 33 |
-
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the common_voice_13_0 dataset.
|
| 34 |
It achieves the following results on the evaluation set:
|
| 35 |
-
- Loss: 0.
|
| 36 |
-
- Wer: 7.
|
| 37 |
|
| 38 |
## Model description
|
| 39 |
|
|
|
|
| 1 |
---
|
| 2 |
+
language:
|
| 3 |
+
- gl
|
| 4 |
license: apache-2.0
|
| 5 |
base_model: openai/whisper-medium
|
| 6 |
tags:
|
| 7 |
+
- whisper-event
|
| 8 |
- generated_from_trainer
|
| 9 |
datasets:
|
| 10 |
+
- mozilla-foundation/common_voice_13_0
|
| 11 |
metrics:
|
| 12 |
- wer
|
| 13 |
model-index:
|
| 14 |
+
- name: Whisper Medium Galician
|
| 15 |
results:
|
| 16 |
- task:
|
| 17 |
name: Automatic Speech Recognition
|
| 18 |
type: automatic-speech-recognition
|
| 19 |
dataset:
|
| 20 |
+
name: mozilla-foundation/common_voice_13_0 gl
|
| 21 |
+
type: mozilla-foundation/common_voice_13_0
|
| 22 |
config: gl
|
| 23 |
split: test
|
| 24 |
args: gl
|
| 25 |
metrics:
|
| 26 |
- name: Wer
|
| 27 |
type: wer
|
| 28 |
+
value: 7.122654525386314
|
| 29 |
---
|
| 30 |
|
| 31 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 32 |
should probably proofread and complete it, then remove this comment. -->
|
| 33 |
|
| 34 |
+
# Whisper Medium Galician
|
| 35 |
|
| 36 |
+
This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the mozilla-foundation/common_voice_13_0 gl dataset.
|
| 37 |
It achieves the following results on the evaluation set:
|
| 38 |
+
- Loss: 0.3196
|
| 39 |
+
- Wer: 7.1227
|
| 40 |
|
| 41 |
## Model description
|
| 42 |
|
all_results.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 49.02,
|
| 3 |
+
"eval_loss": 0.3196016252040863,
|
| 4 |
+
"eval_runtime": 1394.5982,
|
| 5 |
+
"eval_samples_per_second": 4.694,
|
| 6 |
+
"eval_steps_per_second": 0.147,
|
| 7 |
+
"eval_wer": 7.122654525386314,
|
| 8 |
+
"train_loss": 0.017749687022855506,
|
| 9 |
+
"train_runtime": 135026.7905,
|
| 10 |
+
"train_samples_per_second": 4.74,
|
| 11 |
+
"train_steps_per_second": 0.074
|
| 12 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 49.02,
|
| 3 |
+
"eval_loss": 0.3196016252040863,
|
| 4 |
+
"eval_runtime": 1394.5982,
|
| 5 |
+
"eval_samples_per_second": 4.694,
|
| 6 |
+
"eval_steps_per_second": 0.147,
|
| 7 |
+
"eval_wer": 7.122654525386314
|
| 8 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 49.02,
|
| 3 |
+
"train_loss": 0.017749687022855506,
|
| 4 |
+
"train_runtime": 135026.7905,
|
| 5 |
+
"train_samples_per_second": 4.74,
|
| 6 |
+
"train_steps_per_second": 0.074
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2518 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 7.122654525386314,
|
| 3 |
+
"best_model_checkpoint": "./checkpoint-9000",
|
| 4 |
+
"epoch": 49.02,
|
| 5 |
+
"eval_steps": 1000,
|
| 6 |
+
"global_step": 10000,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.0,
|
| 13 |
+
"learning_rate": 4.4e-07,
|
| 14 |
+
"loss": 1.4558,
|
| 15 |
+
"step": 25
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.01,
|
| 19 |
+
"learning_rate": 9.400000000000001e-07,
|
| 20 |
+
"loss": 1.0392,
|
| 21 |
+
"step": 50
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.01,
|
| 25 |
+
"learning_rate": 1.44e-06,
|
| 26 |
+
"loss": 0.4931,
|
| 27 |
+
"step": 75
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.01,
|
| 31 |
+
"learning_rate": 1.94e-06,
|
| 32 |
+
"loss": 0.368,
|
| 33 |
+
"step": 100
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.01,
|
| 37 |
+
"learning_rate": 2.4400000000000004e-06,
|
| 38 |
+
"loss": 0.294,
|
| 39 |
+
"step": 125
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 0.01,
|
| 43 |
+
"learning_rate": 2.9400000000000002e-06,
|
| 44 |
+
"loss": 0.2645,
|
| 45 |
+
"step": 150
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.02,
|
| 49 |
+
"learning_rate": 3.44e-06,
|
| 50 |
+
"loss": 0.2372,
|
| 51 |
+
"step": 175
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.02,
|
| 55 |
+
"learning_rate": 3.94e-06,
|
| 56 |
+
"loss": 0.2033,
|
| 57 |
+
"step": 200
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 1.0,
|
| 61 |
+
"learning_rate": 4.440000000000001e-06,
|
| 62 |
+
"loss": 0.196,
|
| 63 |
+
"step": 225
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 1.0,
|
| 67 |
+
"learning_rate": 4.94e-06,
|
| 68 |
+
"loss": 0.2127,
|
| 69 |
+
"step": 250
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 1.01,
|
| 73 |
+
"learning_rate": 5.4400000000000004e-06,
|
| 74 |
+
"loss": 0.181,
|
| 75 |
+
"step": 275
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 1.01,
|
| 79 |
+
"learning_rate": 5.94e-06,
|
| 80 |
+
"loss": 0.1592,
|
| 81 |
+
"step": 300
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 1.01,
|
| 85 |
+
"learning_rate": 6.440000000000001e-06,
|
| 86 |
+
"loss": 0.1337,
|
| 87 |
+
"step": 325
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 1.01,
|
| 91 |
+
"learning_rate": 6.9400000000000005e-06,
|
| 92 |
+
"loss": 0.1235,
|
| 93 |
+
"step": 350
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 1.02,
|
| 97 |
+
"learning_rate": 7.440000000000001e-06,
|
| 98 |
+
"loss": 0.112,
|
| 99 |
+
"step": 375
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 1.02,
|
| 103 |
+
"learning_rate": 7.94e-06,
|
| 104 |
+
"loss": 0.0995,
|
| 105 |
+
"step": 400
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 2.0,
|
| 109 |
+
"learning_rate": 8.44e-06,
|
| 110 |
+
"loss": 0.0879,
|
| 111 |
+
"step": 425
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 2.0,
|
| 115 |
+
"learning_rate": 8.94e-06,
|
| 116 |
+
"loss": 0.1117,
|
| 117 |
+
"step": 450
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 2.01,
|
| 121 |
+
"learning_rate": 9.440000000000001e-06,
|
| 122 |
+
"loss": 0.0881,
|
| 123 |
+
"step": 475
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 2.01,
|
| 127 |
+
"learning_rate": 9.940000000000001e-06,
|
| 128 |
+
"loss": 0.0767,
|
| 129 |
+
"step": 500
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 2.01,
|
| 133 |
+
"learning_rate": 9.976842105263158e-06,
|
| 134 |
+
"loss": 0.0656,
|
| 135 |
+
"step": 525
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 2.02,
|
| 139 |
+
"learning_rate": 9.950526315789475e-06,
|
| 140 |
+
"loss": 0.0592,
|
| 141 |
+
"step": 550
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 2.02,
|
| 145 |
+
"learning_rate": 9.92421052631579e-06,
|
| 146 |
+
"loss": 0.0534,
|
| 147 |
+
"step": 575
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 2.02,
|
| 151 |
+
"learning_rate": 9.897894736842107e-06,
|
| 152 |
+
"loss": 0.0479,
|
| 153 |
+
"step": 600
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 3.0,
|
| 157 |
+
"learning_rate": 9.871578947368422e-06,
|
| 158 |
+
"loss": 0.0419,
|
| 159 |
+
"step": 625
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 3.0,
|
| 163 |
+
"learning_rate": 9.845263157894738e-06,
|
| 164 |
+
"loss": 0.0542,
|
| 165 |
+
"step": 650
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 3.01,
|
| 169 |
+
"learning_rate": 9.818947368421053e-06,
|
| 170 |
+
"loss": 0.0418,
|
| 171 |
+
"step": 675
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 3.01,
|
| 175 |
+
"learning_rate": 9.79263157894737e-06,
|
| 176 |
+
"loss": 0.0376,
|
| 177 |
+
"step": 700
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 3.01,
|
| 181 |
+
"learning_rate": 9.766315789473685e-06,
|
| 182 |
+
"loss": 0.0339,
|
| 183 |
+
"step": 725
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 3.02,
|
| 187 |
+
"learning_rate": 9.74e-06,
|
| 188 |
+
"loss": 0.0298,
|
| 189 |
+
"step": 750
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 3.02,
|
| 193 |
+
"learning_rate": 9.713684210526317e-06,
|
| 194 |
+
"loss": 0.0265,
|
| 195 |
+
"step": 775
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 3.02,
|
| 199 |
+
"learning_rate": 9.687368421052632e-06,
|
| 200 |
+
"loss": 0.0233,
|
| 201 |
+
"step": 800
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 4.0,
|
| 205 |
+
"learning_rate": 9.661052631578948e-06,
|
| 206 |
+
"loss": 0.0221,
|
| 207 |
+
"step": 825
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 4.0,
|
| 211 |
+
"learning_rate": 9.634736842105265e-06,
|
| 212 |
+
"loss": 0.0293,
|
| 213 |
+
"step": 850
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 4.01,
|
| 217 |
+
"learning_rate": 9.60842105263158e-06,
|
| 218 |
+
"loss": 0.0229,
|
| 219 |
+
"step": 875
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 4.01,
|
| 223 |
+
"learning_rate": 9.582105263157897e-06,
|
| 224 |
+
"loss": 0.0218,
|
| 225 |
+
"step": 900
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 4.01,
|
| 229 |
+
"learning_rate": 9.555789473684211e-06,
|
| 230 |
+
"loss": 0.0171,
|
| 231 |
+
"step": 925
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 4.01,
|
| 235 |
+
"learning_rate": 9.529473684210528e-06,
|
| 236 |
+
"loss": 0.0157,
|
| 237 |
+
"step": 950
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 4.02,
|
| 241 |
+
"learning_rate": 9.503157894736843e-06,
|
| 242 |
+
"loss": 0.014,
|
| 243 |
+
"step": 975
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 4.02,
|
| 247 |
+
"learning_rate": 9.476842105263158e-06,
|
| 248 |
+
"loss": 0.0124,
|
| 249 |
+
"step": 1000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 4.02,
|
| 253 |
+
"eval_loss": 0.21937283873558044,
|
| 254 |
+
"eval_runtime": 1489.5407,
|
| 255 |
+
"eval_samples_per_second": 4.395,
|
| 256 |
+
"eval_steps_per_second": 0.138,
|
| 257 |
+
"eval_wer": 7.538286423841059,
|
| 258 |
+
"step": 1000
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 5.0,
|
| 262 |
+
"learning_rate": 9.450526315789475e-06,
|
| 263 |
+
"loss": 0.0129,
|
| 264 |
+
"step": 1025
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"epoch": 5.0,
|
| 268 |
+
"learning_rate": 9.42421052631579e-06,
|
| 269 |
+
"loss": 0.0163,
|
| 270 |
+
"step": 1050
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"epoch": 5.01,
|
| 274 |
+
"learning_rate": 9.397894736842106e-06,
|
| 275 |
+
"loss": 0.0123,
|
| 276 |
+
"step": 1075
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 5.01,
|
| 280 |
+
"learning_rate": 9.371578947368421e-06,
|
| 281 |
+
"loss": 0.0147,
|
| 282 |
+
"step": 1100
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 5.01,
|
| 286 |
+
"learning_rate": 9.345263157894738e-06,
|
| 287 |
+
"loss": 0.0103,
|
| 288 |
+
"step": 1125
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 5.01,
|
| 292 |
+
"learning_rate": 9.318947368421053e-06,
|
| 293 |
+
"loss": 0.0088,
|
| 294 |
+
"step": 1150
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 5.02,
|
| 298 |
+
"learning_rate": 9.292631578947368e-06,
|
| 299 |
+
"loss": 0.0081,
|
| 300 |
+
"step": 1175
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 5.02,
|
| 304 |
+
"learning_rate": 9.266315789473685e-06,
|
| 305 |
+
"loss": 0.0063,
|
| 306 |
+
"step": 1200
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"epoch": 6.0,
|
| 310 |
+
"learning_rate": 9.240000000000001e-06,
|
| 311 |
+
"loss": 0.0078,
|
| 312 |
+
"step": 1225
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 6.0,
|
| 316 |
+
"learning_rate": 9.213684210526316e-06,
|
| 317 |
+
"loss": 0.0103,
|
| 318 |
+
"step": 1250
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"epoch": 6.01,
|
| 322 |
+
"learning_rate": 9.187368421052633e-06,
|
| 323 |
+
"loss": 0.0081,
|
| 324 |
+
"step": 1275
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 6.01,
|
| 328 |
+
"learning_rate": 9.161052631578948e-06,
|
| 329 |
+
"loss": 0.0073,
|
| 330 |
+
"step": 1300
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 6.01,
|
| 334 |
+
"learning_rate": 9.134736842105265e-06,
|
| 335 |
+
"loss": 0.0081,
|
| 336 |
+
"step": 1325
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 6.01,
|
| 340 |
+
"learning_rate": 9.10842105263158e-06,
|
| 341 |
+
"loss": 0.0074,
|
| 342 |
+
"step": 1350
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 6.02,
|
| 346 |
+
"learning_rate": 9.082105263157896e-06,
|
| 347 |
+
"loss": 0.007,
|
| 348 |
+
"step": 1375
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"epoch": 6.02,
|
| 352 |
+
"learning_rate": 9.055789473684211e-06,
|
| 353 |
+
"loss": 0.0055,
|
| 354 |
+
"step": 1400
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"epoch": 7.0,
|
| 358 |
+
"learning_rate": 9.029473684210526e-06,
|
| 359 |
+
"loss": 0.0062,
|
| 360 |
+
"step": 1425
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 7.0,
|
| 364 |
+
"learning_rate": 9.003157894736843e-06,
|
| 365 |
+
"loss": 0.0063,
|
| 366 |
+
"step": 1450
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"epoch": 7.01,
|
| 370 |
+
"learning_rate": 8.976842105263158e-06,
|
| 371 |
+
"loss": 0.0084,
|
| 372 |
+
"step": 1475
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"epoch": 7.01,
|
| 376 |
+
"learning_rate": 8.950526315789474e-06,
|
| 377 |
+
"loss": 0.0052,
|
| 378 |
+
"step": 1500
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 7.01,
|
| 382 |
+
"learning_rate": 8.92421052631579e-06,
|
| 383 |
+
"loss": 0.0056,
|
| 384 |
+
"step": 1525
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"epoch": 7.01,
|
| 388 |
+
"learning_rate": 8.897894736842106e-06,
|
| 389 |
+
"loss": 0.0038,
|
| 390 |
+
"step": 1550
|
| 391 |
+
},
|
| 392 |
+
{
|
| 393 |
+
"epoch": 7.02,
|
| 394 |
+
"learning_rate": 8.871578947368423e-06,
|
| 395 |
+
"loss": 0.005,
|
| 396 |
+
"step": 1575
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 7.02,
|
| 400 |
+
"learning_rate": 8.845263157894738e-06,
|
| 401 |
+
"loss": 0.0048,
|
| 402 |
+
"step": 1600
|
| 403 |
+
},
|
| 404 |
+
{
|
| 405 |
+
"epoch": 8.0,
|
| 406 |
+
"learning_rate": 8.818947368421054e-06,
|
| 407 |
+
"loss": 0.0035,
|
| 408 |
+
"step": 1625
|
| 409 |
+
},
|
| 410 |
+
{
|
| 411 |
+
"epoch": 8.01,
|
| 412 |
+
"learning_rate": 8.79263157894737e-06,
|
| 413 |
+
"loss": 0.0056,
|
| 414 |
+
"step": 1650
|
| 415 |
+
},
|
| 416 |
+
{
|
| 417 |
+
"epoch": 8.01,
|
| 418 |
+
"learning_rate": 8.766315789473684e-06,
|
| 419 |
+
"loss": 0.0045,
|
| 420 |
+
"step": 1675
|
| 421 |
+
},
|
| 422 |
+
{
|
| 423 |
+
"epoch": 8.01,
|
| 424 |
+
"learning_rate": 8.740000000000001e-06,
|
| 425 |
+
"loss": 0.004,
|
| 426 |
+
"step": 1700
|
| 427 |
+
},
|
| 428 |
+
{
|
| 429 |
+
"epoch": 8.01,
|
| 430 |
+
"learning_rate": 8.713684210526316e-06,
|
| 431 |
+
"loss": 0.0041,
|
| 432 |
+
"step": 1725
|
| 433 |
+
},
|
| 434 |
+
{
|
| 435 |
+
"epoch": 8.02,
|
| 436 |
+
"learning_rate": 8.687368421052633e-06,
|
| 437 |
+
"loss": 0.0038,
|
| 438 |
+
"step": 1750
|
| 439 |
+
},
|
| 440 |
+
{
|
| 441 |
+
"epoch": 8.02,
|
| 442 |
+
"learning_rate": 8.661052631578948e-06,
|
| 443 |
+
"loss": 0.0041,
|
| 444 |
+
"step": 1775
|
| 445 |
+
},
|
| 446 |
+
{
|
| 447 |
+
"epoch": 8.02,
|
| 448 |
+
"learning_rate": 8.634736842105264e-06,
|
| 449 |
+
"loss": 0.003,
|
| 450 |
+
"step": 1800
|
| 451 |
+
},
|
| 452 |
+
{
|
| 453 |
+
"epoch": 9.0,
|
| 454 |
+
"learning_rate": 8.60842105263158e-06,
|
| 455 |
+
"loss": 0.0031,
|
| 456 |
+
"step": 1825
|
| 457 |
+
},
|
| 458 |
+
{
|
| 459 |
+
"epoch": 9.01,
|
| 460 |
+
"learning_rate": 8.582105263157894e-06,
|
| 461 |
+
"loss": 0.0037,
|
| 462 |
+
"step": 1850
|
| 463 |
+
},
|
| 464 |
+
{
|
| 465 |
+
"epoch": 9.01,
|
| 466 |
+
"learning_rate": 8.555789473684213e-06,
|
| 467 |
+
"loss": 0.0035,
|
| 468 |
+
"step": 1875
|
| 469 |
+
},
|
| 470 |
+
{
|
| 471 |
+
"epoch": 9.01,
|
| 472 |
+
"learning_rate": 8.529473684210528e-06,
|
| 473 |
+
"loss": 0.0027,
|
| 474 |
+
"step": 1900
|
| 475 |
+
},
|
| 476 |
+
{
|
| 477 |
+
"epoch": 9.01,
|
| 478 |
+
"learning_rate": 8.503157894736843e-06,
|
| 479 |
+
"loss": 0.0026,
|
| 480 |
+
"step": 1925
|
| 481 |
+
},
|
| 482 |
+
{
|
| 483 |
+
"epoch": 9.02,
|
| 484 |
+
"learning_rate": 8.47684210526316e-06,
|
| 485 |
+
"loss": 0.0032,
|
| 486 |
+
"step": 1950
|
| 487 |
+
},
|
| 488 |
+
{
|
| 489 |
+
"epoch": 9.02,
|
| 490 |
+
"learning_rate": 8.450526315789474e-06,
|
| 491 |
+
"loss": 0.0032,
|
| 492 |
+
"step": 1975
|
| 493 |
+
},
|
| 494 |
+
{
|
| 495 |
+
"epoch": 9.02,
|
| 496 |
+
"learning_rate": 8.42421052631579e-06,
|
| 497 |
+
"loss": 0.0027,
|
| 498 |
+
"step": 2000
|
| 499 |
+
},
|
| 500 |
+
{
|
| 501 |
+
"epoch": 9.02,
|
| 502 |
+
"eval_loss": 0.2399628460407257,
|
| 503 |
+
"eval_runtime": 1439.8654,
|
| 504 |
+
"eval_samples_per_second": 4.546,
|
| 505 |
+
"eval_steps_per_second": 0.142,
|
| 506 |
+
"eval_wer": 7.338231236203091,
|
| 507 |
+
"step": 2000
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 10.0,
|
| 511 |
+
"learning_rate": 8.397894736842106e-06,
|
| 512 |
+
"loss": 0.0048,
|
| 513 |
+
"step": 2025
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"epoch": 10.01,
|
| 517 |
+
"learning_rate": 8.371578947368422e-06,
|
| 518 |
+
"loss": 0.0037,
|
| 519 |
+
"step": 2050
|
| 520 |
+
},
|
| 521 |
+
{
|
| 522 |
+
"epoch": 10.01,
|
| 523 |
+
"learning_rate": 8.345263157894737e-06,
|
| 524 |
+
"loss": 0.0038,
|
| 525 |
+
"step": 2075
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 10.01,
|
| 529 |
+
"learning_rate": 8.318947368421052e-06,
|
| 530 |
+
"loss": 0.0033,
|
| 531 |
+
"step": 2100
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 10.01,
|
| 535 |
+
"learning_rate": 8.292631578947369e-06,
|
| 536 |
+
"loss": 0.0025,
|
| 537 |
+
"step": 2125
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 10.02,
|
| 541 |
+
"learning_rate": 8.266315789473684e-06,
|
| 542 |
+
"loss": 0.0032,
|
| 543 |
+
"step": 2150
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 10.02,
|
| 547 |
+
"learning_rate": 8.24e-06,
|
| 548 |
+
"loss": 0.0024,
|
| 549 |
+
"step": 2175
|
| 550 |
+
},
|
| 551 |
+
{
|
| 552 |
+
"epoch": 10.02,
|
| 553 |
+
"learning_rate": 8.213684210526316e-06,
|
| 554 |
+
"loss": 0.0032,
|
| 555 |
+
"step": 2200
|
| 556 |
+
},
|
| 557 |
+
{
|
| 558 |
+
"epoch": 11.0,
|
| 559 |
+
"learning_rate": 8.187368421052632e-06,
|
| 560 |
+
"loss": 0.0032,
|
| 561 |
+
"step": 2225
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"epoch": 11.01,
|
| 565 |
+
"learning_rate": 8.161052631578949e-06,
|
| 566 |
+
"loss": 0.0029,
|
| 567 |
+
"step": 2250
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 11.01,
|
| 571 |
+
"learning_rate": 8.134736842105264e-06,
|
| 572 |
+
"loss": 0.003,
|
| 573 |
+
"step": 2275
|
| 574 |
+
},
|
| 575 |
+
{
|
| 576 |
+
"epoch": 11.01,
|
| 577 |
+
"learning_rate": 8.10842105263158e-06,
|
| 578 |
+
"loss": 0.0023,
|
| 579 |
+
"step": 2300
|
| 580 |
+
},
|
| 581 |
+
{
|
| 582 |
+
"epoch": 11.01,
|
| 583 |
+
"learning_rate": 8.082105263157896e-06,
|
| 584 |
+
"loss": 0.0022,
|
| 585 |
+
"step": 2325
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 11.02,
|
| 589 |
+
"learning_rate": 8.05578947368421e-06,
|
| 590 |
+
"loss": 0.0029,
|
| 591 |
+
"step": 2350
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 11.02,
|
| 595 |
+
"learning_rate": 8.029473684210527e-06,
|
| 596 |
+
"loss": 0.0016,
|
| 597 |
+
"step": 2375
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 11.02,
|
| 601 |
+
"learning_rate": 8.003157894736842e-06,
|
| 602 |
+
"loss": 0.0033,
|
| 603 |
+
"step": 2400
|
| 604 |
+
},
|
| 605 |
+
{
|
| 606 |
+
"epoch": 12.0,
|
| 607 |
+
"learning_rate": 7.976842105263159e-06,
|
| 608 |
+
"loss": 0.0019,
|
| 609 |
+
"step": 2425
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 12.01,
|
| 613 |
+
"learning_rate": 7.950526315789474e-06,
|
| 614 |
+
"loss": 0.0022,
|
| 615 |
+
"step": 2450
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 12.01,
|
| 619 |
+
"learning_rate": 7.92421052631579e-06,
|
| 620 |
+
"loss": 0.0022,
|
| 621 |
+
"step": 2475
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"epoch": 12.01,
|
| 625 |
+
"learning_rate": 7.897894736842106e-06,
|
| 626 |
+
"loss": 0.0018,
|
| 627 |
+
"step": 2500
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 12.01,
|
| 631 |
+
"learning_rate": 7.87157894736842e-06,
|
| 632 |
+
"loss": 0.0015,
|
| 633 |
+
"step": 2525
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 12.02,
|
| 637 |
+
"learning_rate": 7.845263157894739e-06,
|
| 638 |
+
"loss": 0.002,
|
| 639 |
+
"step": 2550
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"epoch": 12.02,
|
| 643 |
+
"learning_rate": 7.818947368421054e-06,
|
| 644 |
+
"loss": 0.0038,
|
| 645 |
+
"step": 2575
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"epoch": 12.02,
|
| 649 |
+
"learning_rate": 7.792631578947369e-06,
|
| 650 |
+
"loss": 0.0017,
|
| 651 |
+
"step": 2600
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"epoch": 13.0,
|
| 655 |
+
"learning_rate": 7.766315789473685e-06,
|
| 656 |
+
"loss": 0.0023,
|
| 657 |
+
"step": 2625
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 13.01,
|
| 661 |
+
"learning_rate": 7.74e-06,
|
| 662 |
+
"loss": 0.003,
|
| 663 |
+
"step": 2650
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 13.01,
|
| 667 |
+
"learning_rate": 7.713684210526317e-06,
|
| 668 |
+
"loss": 0.0021,
|
| 669 |
+
"step": 2675
|
| 670 |
+
},
|
| 671 |
+
{
|
| 672 |
+
"epoch": 13.01,
|
| 673 |
+
"learning_rate": 7.687368421052632e-06,
|
| 674 |
+
"loss": 0.0021,
|
| 675 |
+
"step": 2700
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 13.01,
|
| 679 |
+
"learning_rate": 7.661052631578949e-06,
|
| 680 |
+
"loss": 0.0031,
|
| 681 |
+
"step": 2725
|
| 682 |
+
},
|
| 683 |
+
{
|
| 684 |
+
"epoch": 13.02,
|
| 685 |
+
"learning_rate": 7.634736842105264e-06,
|
| 686 |
+
"loss": 0.0022,
|
| 687 |
+
"step": 2750
|
| 688 |
+
},
|
| 689 |
+
{
|
| 690 |
+
"epoch": 13.02,
|
| 691 |
+
"learning_rate": 7.6084210526315795e-06,
|
| 692 |
+
"loss": 0.002,
|
| 693 |
+
"step": 2775
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"epoch": 13.02,
|
| 697 |
+
"learning_rate": 7.582105263157895e-06,
|
| 698 |
+
"loss": 0.0014,
|
| 699 |
+
"step": 2800
|
| 700 |
+
},
|
| 701 |
+
{
|
| 702 |
+
"epoch": 14.0,
|
| 703 |
+
"learning_rate": 7.555789473684211e-06,
|
| 704 |
+
"loss": 0.0018,
|
| 705 |
+
"step": 2825
|
| 706 |
+
},
|
| 707 |
+
{
|
| 708 |
+
"epoch": 14.01,
|
| 709 |
+
"learning_rate": 7.529473684210526e-06,
|
| 710 |
+
"loss": 0.0019,
|
| 711 |
+
"step": 2850
|
| 712 |
+
},
|
| 713 |
+
{
|
| 714 |
+
"epoch": 14.01,
|
| 715 |
+
"learning_rate": 7.503157894736842e-06,
|
| 716 |
+
"loss": 0.0022,
|
| 717 |
+
"step": 2875
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"epoch": 14.01,
|
| 721 |
+
"learning_rate": 7.476842105263159e-06,
|
| 722 |
+
"loss": 0.0018,
|
| 723 |
+
"step": 2900
|
| 724 |
+
},
|
| 725 |
+
{
|
| 726 |
+
"epoch": 14.01,
|
| 727 |
+
"learning_rate": 7.4505263157894744e-06,
|
| 728 |
+
"loss": 0.0024,
|
| 729 |
+
"step": 2925
|
| 730 |
+
},
|
| 731 |
+
{
|
| 732 |
+
"epoch": 14.02,
|
| 733 |
+
"learning_rate": 7.42421052631579e-06,
|
| 734 |
+
"loss": 0.0024,
|
| 735 |
+
"step": 2950
|
| 736 |
+
},
|
| 737 |
+
{
|
| 738 |
+
"epoch": 14.02,
|
| 739 |
+
"learning_rate": 7.397894736842106e-06,
|
| 740 |
+
"loss": 0.002,
|
| 741 |
+
"step": 2975
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 14.02,
|
| 745 |
+
"learning_rate": 7.371578947368422e-06,
|
| 746 |
+
"loss": 0.0019,
|
| 747 |
+
"step": 3000
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 14.02,
|
| 751 |
+
"eval_loss": 0.242582768201828,
|
| 752 |
+
"eval_runtime": 1448.2754,
|
| 753 |
+
"eval_samples_per_second": 4.52,
|
| 754 |
+
"eval_steps_per_second": 0.142,
|
| 755 |
+
"eval_wer": 7.405491169977925,
|
| 756 |
+
"step": 3000
|
| 757 |
+
},
|
| 758 |
+
{
|
| 759 |
+
"epoch": 15.0,
|
| 760 |
+
"learning_rate": 7.345263157894738e-06,
|
| 761 |
+
"loss": 0.0016,
|
| 762 |
+
"step": 3025
|
| 763 |
+
},
|
| 764 |
+
{
|
| 765 |
+
"epoch": 15.01,
|
| 766 |
+
"learning_rate": 7.3189473684210535e-06,
|
| 767 |
+
"loss": 0.0028,
|
| 768 |
+
"step": 3050
|
| 769 |
+
},
|
| 770 |
+
{
|
| 771 |
+
"epoch": 15.01,
|
| 772 |
+
"learning_rate": 7.292631578947369e-06,
|
| 773 |
+
"loss": 0.0023,
|
| 774 |
+
"step": 3075
|
| 775 |
+
},
|
| 776 |
+
{
|
| 777 |
+
"epoch": 15.01,
|
| 778 |
+
"learning_rate": 7.266315789473684e-06,
|
| 779 |
+
"loss": 0.0018,
|
| 780 |
+
"step": 3100
|
| 781 |
+
},
|
| 782 |
+
{
|
| 783 |
+
"epoch": 15.01,
|
| 784 |
+
"learning_rate": 7.24e-06,
|
| 785 |
+
"loss": 0.002,
|
| 786 |
+
"step": 3125
|
| 787 |
+
},
|
| 788 |
+
{
|
| 789 |
+
"epoch": 15.02,
|
| 790 |
+
"learning_rate": 7.213684210526316e-06,
|
| 791 |
+
"loss": 0.0026,
|
| 792 |
+
"step": 3150
|
| 793 |
+
},
|
| 794 |
+
{
|
| 795 |
+
"epoch": 15.02,
|
| 796 |
+
"learning_rate": 7.187368421052632e-06,
|
| 797 |
+
"loss": 0.0013,
|
| 798 |
+
"step": 3175
|
| 799 |
+
},
|
| 800 |
+
{
|
| 801 |
+
"epoch": 15.02,
|
| 802 |
+
"learning_rate": 7.161052631578948e-06,
|
| 803 |
+
"loss": 0.0012,
|
| 804 |
+
"step": 3200
|
| 805 |
+
},
|
| 806 |
+
{
|
| 807 |
+
"epoch": 16.0,
|
| 808 |
+
"learning_rate": 7.134736842105264e-06,
|
| 809 |
+
"loss": 0.0015,
|
| 810 |
+
"step": 3225
|
| 811 |
+
},
|
| 812 |
+
{
|
| 813 |
+
"epoch": 16.0,
|
| 814 |
+
"learning_rate": 7.10842105263158e-06,
|
| 815 |
+
"loss": 0.0015,
|
| 816 |
+
"step": 3250
|
| 817 |
+
},
|
| 818 |
+
{
|
| 819 |
+
"epoch": 16.01,
|
| 820 |
+
"learning_rate": 7.082105263157896e-06,
|
| 821 |
+
"loss": 0.0008,
|
| 822 |
+
"step": 3275
|
| 823 |
+
},
|
| 824 |
+
{
|
| 825 |
+
"epoch": 16.01,
|
| 826 |
+
"learning_rate": 7.055789473684212e-06,
|
| 827 |
+
"loss": 0.0017,
|
| 828 |
+
"step": 3300
|
| 829 |
+
},
|
| 830 |
+
{
|
| 831 |
+
"epoch": 16.01,
|
| 832 |
+
"learning_rate": 7.0294736842105275e-06,
|
| 833 |
+
"loss": 0.002,
|
| 834 |
+
"step": 3325
|
| 835 |
+
},
|
| 836 |
+
{
|
| 837 |
+
"epoch": 16.02,
|
| 838 |
+
"learning_rate": 7.0031578947368425e-06,
|
| 839 |
+
"loss": 0.001,
|
| 840 |
+
"step": 3350
|
| 841 |
+
},
|
| 842 |
+
{
|
| 843 |
+
"epoch": 16.02,
|
| 844 |
+
"learning_rate": 6.976842105263158e-06,
|
| 845 |
+
"loss": 0.0011,
|
| 846 |
+
"step": 3375
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"epoch": 16.02,
|
| 850 |
+
"learning_rate": 6.950526315789474e-06,
|
| 851 |
+
"loss": 0.0009,
|
| 852 |
+
"step": 3400
|
| 853 |
+
},
|
| 854 |
+
{
|
| 855 |
+
"epoch": 17.0,
|
| 856 |
+
"learning_rate": 6.92421052631579e-06,
|
| 857 |
+
"loss": 0.0012,
|
| 858 |
+
"step": 3425
|
| 859 |
+
},
|
| 860 |
+
{
|
| 861 |
+
"epoch": 17.0,
|
| 862 |
+
"learning_rate": 6.897894736842106e-06,
|
| 863 |
+
"loss": 0.0016,
|
| 864 |
+
"step": 3450
|
| 865 |
+
},
|
| 866 |
+
{
|
| 867 |
+
"epoch": 17.01,
|
| 868 |
+
"learning_rate": 6.871578947368422e-06,
|
| 869 |
+
"loss": 0.0016,
|
| 870 |
+
"step": 3475
|
| 871 |
+
},
|
| 872 |
+
{
|
| 873 |
+
"epoch": 17.01,
|
| 874 |
+
"learning_rate": 6.845263157894737e-06,
|
| 875 |
+
"loss": 0.0017,
|
| 876 |
+
"step": 3500
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 17.01,
|
| 880 |
+
"learning_rate": 6.818947368421052e-06,
|
| 881 |
+
"loss": 0.0015,
|
| 882 |
+
"step": 3525
|
| 883 |
+
},
|
| 884 |
+
{
|
| 885 |
+
"epoch": 17.02,
|
| 886 |
+
"learning_rate": 6.792631578947368e-06,
|
| 887 |
+
"loss": 0.001,
|
| 888 |
+
"step": 3550
|
| 889 |
+
},
|
| 890 |
+
{
|
| 891 |
+
"epoch": 17.02,
|
| 892 |
+
"learning_rate": 6.766315789473685e-06,
|
| 893 |
+
"loss": 0.0012,
|
| 894 |
+
"step": 3575
|
| 895 |
+
},
|
| 896 |
+
{
|
| 897 |
+
"epoch": 17.02,
|
| 898 |
+
"learning_rate": 6.740000000000001e-06,
|
| 899 |
+
"loss": 0.0016,
|
| 900 |
+
"step": 3600
|
| 901 |
+
},
|
| 902 |
+
{
|
| 903 |
+
"epoch": 18.0,
|
| 904 |
+
"learning_rate": 6.7136842105263165e-06,
|
| 905 |
+
"loss": 0.0019,
|
| 906 |
+
"step": 3625
|
| 907 |
+
},
|
| 908 |
+
{
|
| 909 |
+
"epoch": 18.0,
|
| 910 |
+
"learning_rate": 6.687368421052632e-06,
|
| 911 |
+
"loss": 0.0015,
|
| 912 |
+
"step": 3650
|
| 913 |
+
},
|
| 914 |
+
{
|
| 915 |
+
"epoch": 18.01,
|
| 916 |
+
"learning_rate": 6.661052631578948e-06,
|
| 917 |
+
"loss": 0.0019,
|
| 918 |
+
"step": 3675
|
| 919 |
+
},
|
| 920 |
+
{
|
| 921 |
+
"epoch": 18.01,
|
| 922 |
+
"learning_rate": 6.634736842105264e-06,
|
| 923 |
+
"loss": 0.0011,
|
| 924 |
+
"step": 3700
|
| 925 |
+
},
|
| 926 |
+
{
|
| 927 |
+
"epoch": 18.01,
|
| 928 |
+
"learning_rate": 6.60842105263158e-06,
|
| 929 |
+
"loss": 0.0007,
|
| 930 |
+
"step": 3725
|
| 931 |
+
},
|
| 932 |
+
{
|
| 933 |
+
"epoch": 18.02,
|
| 934 |
+
"learning_rate": 6.582105263157896e-06,
|
| 935 |
+
"loss": 0.001,
|
| 936 |
+
"step": 3750
|
| 937 |
+
},
|
| 938 |
+
{
|
| 939 |
+
"epoch": 18.02,
|
| 940 |
+
"learning_rate": 6.5557894736842106e-06,
|
| 941 |
+
"loss": 0.0013,
|
| 942 |
+
"step": 3775
|
| 943 |
+
},
|
| 944 |
+
{
|
| 945 |
+
"epoch": 18.02,
|
| 946 |
+
"learning_rate": 6.529473684210526e-06,
|
| 947 |
+
"loss": 0.0014,
|
| 948 |
+
"step": 3800
|
| 949 |
+
},
|
| 950 |
+
{
|
| 951 |
+
"epoch": 19.0,
|
| 952 |
+
"learning_rate": 6.503157894736842e-06,
|
| 953 |
+
"loss": 0.0026,
|
| 954 |
+
"step": 3825
|
| 955 |
+
},
|
| 956 |
+
{
|
| 957 |
+
"epoch": 19.0,
|
| 958 |
+
"learning_rate": 6.476842105263158e-06,
|
| 959 |
+
"loss": 0.001,
|
| 960 |
+
"step": 3850
|
| 961 |
+
},
|
| 962 |
+
{
|
| 963 |
+
"epoch": 19.01,
|
| 964 |
+
"learning_rate": 6.450526315789474e-06,
|
| 965 |
+
"loss": 0.0011,
|
| 966 |
+
"step": 3875
|
| 967 |
+
},
|
| 968 |
+
{
|
| 969 |
+
"epoch": 19.01,
|
| 970 |
+
"learning_rate": 6.42421052631579e-06,
|
| 971 |
+
"loss": 0.0011,
|
| 972 |
+
"step": 3900
|
| 973 |
+
},
|
| 974 |
+
{
|
| 975 |
+
"epoch": 19.01,
|
| 976 |
+
"learning_rate": 6.397894736842106e-06,
|
| 977 |
+
"loss": 0.0007,
|
| 978 |
+
"step": 3925
|
| 979 |
+
},
|
| 980 |
+
{
|
| 981 |
+
"epoch": 19.02,
|
| 982 |
+
"learning_rate": 6.371578947368422e-06,
|
| 983 |
+
"loss": 0.0006,
|
| 984 |
+
"step": 3950
|
| 985 |
+
},
|
| 986 |
+
{
|
| 987 |
+
"epoch": 19.02,
|
| 988 |
+
"learning_rate": 6.345263157894738e-06,
|
| 989 |
+
"loss": 0.0006,
|
| 990 |
+
"step": 3975
|
| 991 |
+
},
|
| 992 |
+
{
|
| 993 |
+
"epoch": 19.02,
|
| 994 |
+
"learning_rate": 6.318947368421054e-06,
|
| 995 |
+
"loss": 0.0011,
|
| 996 |
+
"step": 4000
|
| 997 |
+
},
|
| 998 |
+
{
|
| 999 |
+
"epoch": 19.02,
|
| 1000 |
+
"eval_loss": 0.2689194083213806,
|
| 1001 |
+
"eval_runtime": 1460.1887,
|
| 1002 |
+
"eval_samples_per_second": 4.483,
|
| 1003 |
+
"eval_steps_per_second": 0.14,
|
| 1004 |
+
"eval_wer": 7.352028145695365,
|
| 1005 |
+
"step": 4000
|
| 1006 |
+
},
|
| 1007 |
+
{
|
| 1008 |
+
"epoch": 20.0,
|
| 1009 |
+
"learning_rate": 6.292631578947369e-06,
|
| 1010 |
+
"loss": 0.0007,
|
| 1011 |
+
"step": 4025
|
| 1012 |
+
},
|
| 1013 |
+
{
|
| 1014 |
+
"epoch": 20.0,
|
| 1015 |
+
"learning_rate": 6.266315789473685e-06,
|
| 1016 |
+
"loss": 0.0021,
|
| 1017 |
+
"step": 4050
|
| 1018 |
+
},
|
| 1019 |
+
{
|
| 1020 |
+
"epoch": 20.01,
|
| 1021 |
+
"learning_rate": 6.24e-06,
|
| 1022 |
+
"loss": 0.0009,
|
| 1023 |
+
"step": 4075
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 20.01,
|
| 1027 |
+
"learning_rate": 6.213684210526316e-06,
|
| 1028 |
+
"loss": 0.0013,
|
| 1029 |
+
"step": 4100
|
| 1030 |
+
},
|
| 1031 |
+
{
|
| 1032 |
+
"epoch": 20.01,
|
| 1033 |
+
"learning_rate": 6.187368421052632e-06,
|
| 1034 |
+
"loss": 0.0012,
|
| 1035 |
+
"step": 4125
|
| 1036 |
+
},
|
| 1037 |
+
{
|
| 1038 |
+
"epoch": 20.02,
|
| 1039 |
+
"learning_rate": 6.161052631578948e-06,
|
| 1040 |
+
"loss": 0.0007,
|
| 1041 |
+
"step": 4150
|
| 1042 |
+
},
|
| 1043 |
+
{
|
| 1044 |
+
"epoch": 20.02,
|
| 1045 |
+
"learning_rate": 6.134736842105264e-06,
|
| 1046 |
+
"loss": 0.0012,
|
| 1047 |
+
"step": 4175
|
| 1048 |
+
},
|
| 1049 |
+
{
|
| 1050 |
+
"epoch": 20.02,
|
| 1051 |
+
"learning_rate": 6.108421052631579e-06,
|
| 1052 |
+
"loss": 0.0008,
|
| 1053 |
+
"step": 4200
|
| 1054 |
+
},
|
| 1055 |
+
{
|
| 1056 |
+
"epoch": 21.0,
|
| 1057 |
+
"learning_rate": 6.0821052631578945e-06,
|
| 1058 |
+
"loss": 0.0008,
|
| 1059 |
+
"step": 4225
|
| 1060 |
+
},
|
| 1061 |
+
{
|
| 1062 |
+
"epoch": 21.0,
|
| 1063 |
+
"learning_rate": 6.055789473684212e-06,
|
| 1064 |
+
"loss": 0.0015,
|
| 1065 |
+
"step": 4250
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"epoch": 21.01,
|
| 1069 |
+
"learning_rate": 6.029473684210527e-06,
|
| 1070 |
+
"loss": 0.0013,
|
| 1071 |
+
"step": 4275
|
| 1072 |
+
},
|
| 1073 |
+
{
|
| 1074 |
+
"epoch": 21.01,
|
| 1075 |
+
"learning_rate": 6.003157894736843e-06,
|
| 1076 |
+
"loss": 0.0011,
|
| 1077 |
+
"step": 4300
|
| 1078 |
+
},
|
| 1079 |
+
{
|
| 1080 |
+
"epoch": 21.01,
|
| 1081 |
+
"learning_rate": 5.976842105263159e-06,
|
| 1082 |
+
"loss": 0.0006,
|
| 1083 |
+
"step": 4325
|
| 1084 |
+
},
|
| 1085 |
+
{
|
| 1086 |
+
"epoch": 21.02,
|
| 1087 |
+
"learning_rate": 5.950526315789474e-06,
|
| 1088 |
+
"loss": 0.0015,
|
| 1089 |
+
"step": 4350
|
| 1090 |
+
},
|
| 1091 |
+
{
|
| 1092 |
+
"epoch": 21.02,
|
| 1093 |
+
"learning_rate": 5.92421052631579e-06,
|
| 1094 |
+
"loss": 0.0006,
|
| 1095 |
+
"step": 4375
|
| 1096 |
+
},
|
| 1097 |
+
{
|
| 1098 |
+
"epoch": 21.02,
|
| 1099 |
+
"learning_rate": 5.897894736842106e-06,
|
| 1100 |
+
"loss": 0.0009,
|
| 1101 |
+
"step": 4400
|
| 1102 |
+
},
|
| 1103 |
+
{
|
| 1104 |
+
"epoch": 22.0,
|
| 1105 |
+
"learning_rate": 5.871578947368422e-06,
|
| 1106 |
+
"loss": 0.0008,
|
| 1107 |
+
"step": 4425
|
| 1108 |
+
},
|
| 1109 |
+
{
|
| 1110 |
+
"epoch": 22.0,
|
| 1111 |
+
"learning_rate": 5.845263157894737e-06,
|
| 1112 |
+
"loss": 0.0012,
|
| 1113 |
+
"step": 4450
|
| 1114 |
+
},
|
| 1115 |
+
{
|
| 1116 |
+
"epoch": 22.01,
|
| 1117 |
+
"learning_rate": 5.818947368421053e-06,
|
| 1118 |
+
"loss": 0.0007,
|
| 1119 |
+
"step": 4475
|
| 1120 |
+
},
|
| 1121 |
+
{
|
| 1122 |
+
"epoch": 22.01,
|
| 1123 |
+
"learning_rate": 5.7926315789473685e-06,
|
| 1124 |
+
"loss": 0.0008,
|
| 1125 |
+
"step": 4500
|
| 1126 |
+
},
|
| 1127 |
+
{
|
| 1128 |
+
"epoch": 22.01,
|
| 1129 |
+
"learning_rate": 5.766315789473684e-06,
|
| 1130 |
+
"loss": 0.0008,
|
| 1131 |
+
"step": 4525
|
| 1132 |
+
},
|
| 1133 |
+
{
|
| 1134 |
+
"epoch": 22.02,
|
| 1135 |
+
"learning_rate": 5.74e-06,
|
| 1136 |
+
"loss": 0.0006,
|
| 1137 |
+
"step": 4550
|
| 1138 |
+
},
|
| 1139 |
+
{
|
| 1140 |
+
"epoch": 22.02,
|
| 1141 |
+
"learning_rate": 5.713684210526316e-06,
|
| 1142 |
+
"loss": 0.0007,
|
| 1143 |
+
"step": 4575
|
| 1144 |
+
},
|
| 1145 |
+
{
|
| 1146 |
+
"epoch": 22.02,
|
| 1147 |
+
"learning_rate": 5.687368421052633e-06,
|
| 1148 |
+
"loss": 0.001,
|
| 1149 |
+
"step": 4600
|
| 1150 |
+
},
|
| 1151 |
+
{
|
| 1152 |
+
"epoch": 23.0,
|
| 1153 |
+
"learning_rate": 5.661052631578948e-06,
|
| 1154 |
+
"loss": 0.0008,
|
| 1155 |
+
"step": 4625
|
| 1156 |
+
},
|
| 1157 |
+
{
|
| 1158 |
+
"epoch": 23.0,
|
| 1159 |
+
"learning_rate": 5.634736842105264e-06,
|
| 1160 |
+
"loss": 0.0011,
|
| 1161 |
+
"step": 4650
|
| 1162 |
+
},
|
| 1163 |
+
{
|
| 1164 |
+
"epoch": 23.01,
|
| 1165 |
+
"learning_rate": 5.60842105263158e-06,
|
| 1166 |
+
"loss": 0.0013,
|
| 1167 |
+
"step": 4675
|
| 1168 |
+
},
|
| 1169 |
+
{
|
| 1170 |
+
"epoch": 23.01,
|
| 1171 |
+
"learning_rate": 5.582105263157895e-06,
|
| 1172 |
+
"loss": 0.0014,
|
| 1173 |
+
"step": 4700
|
| 1174 |
+
},
|
| 1175 |
+
{
|
| 1176 |
+
"epoch": 23.01,
|
| 1177 |
+
"learning_rate": 5.555789473684211e-06,
|
| 1178 |
+
"loss": 0.0009,
|
| 1179 |
+
"step": 4725
|
| 1180 |
+
},
|
| 1181 |
+
{
|
| 1182 |
+
"epoch": 23.02,
|
| 1183 |
+
"learning_rate": 5.529473684210527e-06,
|
| 1184 |
+
"loss": 0.0012,
|
| 1185 |
+
"step": 4750
|
| 1186 |
+
},
|
| 1187 |
+
{
|
| 1188 |
+
"epoch": 23.02,
|
| 1189 |
+
"learning_rate": 5.5031578947368425e-06,
|
| 1190 |
+
"loss": 0.0009,
|
| 1191 |
+
"step": 4775
|
| 1192 |
+
},
|
| 1193 |
+
{
|
| 1194 |
+
"epoch": 23.02,
|
| 1195 |
+
"learning_rate": 5.476842105263158e-06,
|
| 1196 |
+
"loss": 0.0006,
|
| 1197 |
+
"step": 4800
|
| 1198 |
+
},
|
| 1199 |
+
{
|
| 1200 |
+
"epoch": 24.0,
|
| 1201 |
+
"learning_rate": 5.450526315789474e-06,
|
| 1202 |
+
"loss": 0.0008,
|
| 1203 |
+
"step": 4825
|
| 1204 |
+
},
|
| 1205 |
+
{
|
| 1206 |
+
"epoch": 24.0,
|
| 1207 |
+
"learning_rate": 5.42421052631579e-06,
|
| 1208 |
+
"loss": 0.0015,
|
| 1209 |
+
"step": 4850
|
| 1210 |
+
},
|
| 1211 |
+
{
|
| 1212 |
+
"epoch": 24.01,
|
| 1213 |
+
"learning_rate": 5.397894736842105e-06,
|
| 1214 |
+
"loss": 0.0008,
|
| 1215 |
+
"step": 4875
|
| 1216 |
+
},
|
| 1217 |
+
{
|
| 1218 |
+
"epoch": 24.01,
|
| 1219 |
+
"learning_rate": 5.371578947368421e-06,
|
| 1220 |
+
"loss": 0.0003,
|
| 1221 |
+
"step": 4900
|
| 1222 |
+
},
|
| 1223 |
+
{
|
| 1224 |
+
"epoch": 24.01,
|
| 1225 |
+
"learning_rate": 5.345263157894738e-06,
|
| 1226 |
+
"loss": 0.0005,
|
| 1227 |
+
"step": 4925
|
| 1228 |
+
},
|
| 1229 |
+
{
|
| 1230 |
+
"epoch": 24.02,
|
| 1231 |
+
"learning_rate": 5.318947368421053e-06,
|
| 1232 |
+
"loss": 0.0005,
|
| 1233 |
+
"step": 4950
|
| 1234 |
+
},
|
| 1235 |
+
{
|
| 1236 |
+
"epoch": 24.02,
|
| 1237 |
+
"learning_rate": 5.292631578947369e-06,
|
| 1238 |
+
"loss": 0.0015,
|
| 1239 |
+
"step": 4975
|
| 1240 |
+
},
|
| 1241 |
+
{
|
| 1242 |
+
"epoch": 24.02,
|
| 1243 |
+
"learning_rate": 5.266315789473685e-06,
|
| 1244 |
+
"loss": 0.0014,
|
| 1245 |
+
"step": 5000
|
| 1246 |
+
},
|
| 1247 |
+
{
|
| 1248 |
+
"epoch": 24.02,
|
| 1249 |
+
"eval_loss": 0.2848970890045166,
|
| 1250 |
+
"eval_runtime": 1475.3105,
|
| 1251 |
+
"eval_samples_per_second": 4.437,
|
| 1252 |
+
"eval_steps_per_second": 0.139,
|
| 1253 |
+
"eval_wer": 7.531387969094923,
|
| 1254 |
+
"step": 5000
|
| 1255 |
+
},
|
| 1256 |
+
{
|
| 1257 |
+
"epoch": 25.0,
|
| 1258 |
+
"learning_rate": 5.240000000000001e-06,
|
| 1259 |
+
"loss": 0.0008,
|
| 1260 |
+
"step": 5025
|
| 1261 |
+
},
|
| 1262 |
+
{
|
| 1263 |
+
"epoch": 25.0,
|
| 1264 |
+
"learning_rate": 5.2136842105263165e-06,
|
| 1265 |
+
"loss": 0.0008,
|
| 1266 |
+
"step": 5050
|
| 1267 |
+
},
|
| 1268 |
+
{
|
| 1269 |
+
"epoch": 25.01,
|
| 1270 |
+
"learning_rate": 5.187368421052632e-06,
|
| 1271 |
+
"loss": 0.0019,
|
| 1272 |
+
"step": 5075
|
| 1273 |
+
},
|
| 1274 |
+
{
|
| 1275 |
+
"epoch": 25.01,
|
| 1276 |
+
"learning_rate": 5.161052631578948e-06,
|
| 1277 |
+
"loss": 0.0009,
|
| 1278 |
+
"step": 5100
|
| 1279 |
+
},
|
| 1280 |
+
{
|
| 1281 |
+
"epoch": 25.01,
|
| 1282 |
+
"learning_rate": 5.134736842105263e-06,
|
| 1283 |
+
"loss": 0.0015,
|
| 1284 |
+
"step": 5125
|
| 1285 |
+
},
|
| 1286 |
+
{
|
| 1287 |
+
"epoch": 25.02,
|
| 1288 |
+
"learning_rate": 5.108421052631579e-06,
|
| 1289 |
+
"loss": 0.0006,
|
| 1290 |
+
"step": 5150
|
| 1291 |
+
},
|
| 1292 |
+
{
|
| 1293 |
+
"epoch": 25.02,
|
| 1294 |
+
"learning_rate": 5.082105263157895e-06,
|
| 1295 |
+
"loss": 0.001,
|
| 1296 |
+
"step": 5175
|
| 1297 |
+
},
|
| 1298 |
+
{
|
| 1299 |
+
"epoch": 25.02,
|
| 1300 |
+
"learning_rate": 5.0557894736842105e-06,
|
| 1301 |
+
"loss": 0.0006,
|
| 1302 |
+
"step": 5200
|
| 1303 |
+
},
|
| 1304 |
+
{
|
| 1305 |
+
"epoch": 26.0,
|
| 1306 |
+
"learning_rate": 5.029473684210526e-06,
|
| 1307 |
+
"loss": 0.0007,
|
| 1308 |
+
"step": 5225
|
| 1309 |
+
},
|
| 1310 |
+
{
|
| 1311 |
+
"epoch": 26.0,
|
| 1312 |
+
"learning_rate": 5.003157894736842e-06,
|
| 1313 |
+
"loss": 0.0012,
|
| 1314 |
+
"step": 5250
|
| 1315 |
+
},
|
| 1316 |
+
{
|
| 1317 |
+
"epoch": 26.01,
|
| 1318 |
+
"learning_rate": 4.976842105263158e-06,
|
| 1319 |
+
"loss": 0.0013,
|
| 1320 |
+
"step": 5275
|
| 1321 |
+
},
|
| 1322 |
+
{
|
| 1323 |
+
"epoch": 26.01,
|
| 1324 |
+
"learning_rate": 4.950526315789474e-06,
|
| 1325 |
+
"loss": 0.0009,
|
| 1326 |
+
"step": 5300
|
| 1327 |
+
},
|
| 1328 |
+
{
|
| 1329 |
+
"epoch": 26.01,
|
| 1330 |
+
"learning_rate": 4.92421052631579e-06,
|
| 1331 |
+
"loss": 0.0005,
|
| 1332 |
+
"step": 5325
|
| 1333 |
+
},
|
| 1334 |
+
{
|
| 1335 |
+
"epoch": 26.02,
|
| 1336 |
+
"learning_rate": 4.897894736842106e-06,
|
| 1337 |
+
"loss": 0.0006,
|
| 1338 |
+
"step": 5350
|
| 1339 |
+
},
|
| 1340 |
+
{
|
| 1341 |
+
"epoch": 26.02,
|
| 1342 |
+
"learning_rate": 4.871578947368421e-06,
|
| 1343 |
+
"loss": 0.0007,
|
| 1344 |
+
"step": 5375
|
| 1345 |
+
},
|
| 1346 |
+
{
|
| 1347 |
+
"epoch": 26.02,
|
| 1348 |
+
"learning_rate": 4.845263157894737e-06,
|
| 1349 |
+
"loss": 0.0007,
|
| 1350 |
+
"step": 5400
|
| 1351 |
+
},
|
| 1352 |
+
{
|
| 1353 |
+
"epoch": 27.0,
|
| 1354 |
+
"learning_rate": 4.818947368421053e-06,
|
| 1355 |
+
"loss": 0.0005,
|
| 1356 |
+
"step": 5425
|
| 1357 |
+
},
|
| 1358 |
+
{
|
| 1359 |
+
"epoch": 27.0,
|
| 1360 |
+
"learning_rate": 4.792631578947369e-06,
|
| 1361 |
+
"loss": 0.0012,
|
| 1362 |
+
"step": 5450
|
| 1363 |
+
},
|
| 1364 |
+
{
|
| 1365 |
+
"epoch": 27.01,
|
| 1366 |
+
"learning_rate": 4.7663157894736845e-06,
|
| 1367 |
+
"loss": 0.0008,
|
| 1368 |
+
"step": 5475
|
| 1369 |
+
},
|
| 1370 |
+
{
|
| 1371 |
+
"epoch": 27.01,
|
| 1372 |
+
"learning_rate": 4.74e-06,
|
| 1373 |
+
"loss": 0.0007,
|
| 1374 |
+
"step": 5500
|
| 1375 |
+
},
|
| 1376 |
+
{
|
| 1377 |
+
"epoch": 27.01,
|
| 1378 |
+
"learning_rate": 4.713684210526316e-06,
|
| 1379 |
+
"loss": 0.0009,
|
| 1380 |
+
"step": 5525
|
| 1381 |
+
},
|
| 1382 |
+
{
|
| 1383 |
+
"epoch": 27.02,
|
| 1384 |
+
"learning_rate": 4.687368421052632e-06,
|
| 1385 |
+
"loss": 0.0009,
|
| 1386 |
+
"step": 5550
|
| 1387 |
+
},
|
| 1388 |
+
{
|
| 1389 |
+
"epoch": 27.02,
|
| 1390 |
+
"learning_rate": 4.661052631578948e-06,
|
| 1391 |
+
"loss": 0.0004,
|
| 1392 |
+
"step": 5575
|
| 1393 |
+
},
|
| 1394 |
+
{
|
| 1395 |
+
"epoch": 27.02,
|
| 1396 |
+
"learning_rate": 4.634736842105264e-06,
|
| 1397 |
+
"loss": 0.001,
|
| 1398 |
+
"step": 5600
|
| 1399 |
+
},
|
| 1400 |
+
{
|
| 1401 |
+
"epoch": 28.0,
|
| 1402 |
+
"learning_rate": 4.6084210526315794e-06,
|
| 1403 |
+
"loss": 0.0004,
|
| 1404 |
+
"step": 5625
|
| 1405 |
+
},
|
| 1406 |
+
{
|
| 1407 |
+
"epoch": 28.0,
|
| 1408 |
+
"learning_rate": 4.582105263157895e-06,
|
| 1409 |
+
"loss": 0.0004,
|
| 1410 |
+
"step": 5650
|
| 1411 |
+
},
|
| 1412 |
+
{
|
| 1413 |
+
"epoch": 28.01,
|
| 1414 |
+
"learning_rate": 4.55578947368421e-06,
|
| 1415 |
+
"loss": 0.0003,
|
| 1416 |
+
"step": 5675
|
| 1417 |
+
},
|
| 1418 |
+
{
|
| 1419 |
+
"epoch": 28.01,
|
| 1420 |
+
"learning_rate": 4.529473684210527e-06,
|
| 1421 |
+
"loss": 0.0004,
|
| 1422 |
+
"step": 5700
|
| 1423 |
+
},
|
| 1424 |
+
{
|
| 1425 |
+
"epoch": 28.01,
|
| 1426 |
+
"learning_rate": 4.503157894736843e-06,
|
| 1427 |
+
"loss": 0.0006,
|
| 1428 |
+
"step": 5725
|
| 1429 |
+
},
|
| 1430 |
+
{
|
| 1431 |
+
"epoch": 28.02,
|
| 1432 |
+
"learning_rate": 4.4768421052631585e-06,
|
| 1433 |
+
"loss": 0.0004,
|
| 1434 |
+
"step": 5750
|
| 1435 |
+
},
|
| 1436 |
+
{
|
| 1437 |
+
"epoch": 28.02,
|
| 1438 |
+
"learning_rate": 4.450526315789474e-06,
|
| 1439 |
+
"loss": 0.0003,
|
| 1440 |
+
"step": 5775
|
| 1441 |
+
},
|
| 1442 |
+
{
|
| 1443 |
+
"epoch": 28.02,
|
| 1444 |
+
"learning_rate": 4.424210526315789e-06,
|
| 1445 |
+
"loss": 0.0003,
|
| 1446 |
+
"step": 5800
|
| 1447 |
+
},
|
| 1448 |
+
{
|
| 1449 |
+
"epoch": 29.0,
|
| 1450 |
+
"learning_rate": 4.397894736842105e-06,
|
| 1451 |
+
"loss": 0.0002,
|
| 1452 |
+
"step": 5825
|
| 1453 |
+
},
|
| 1454 |
+
{
|
| 1455 |
+
"epoch": 29.0,
|
| 1456 |
+
"learning_rate": 4.371578947368421e-06,
|
| 1457 |
+
"loss": 0.0002,
|
| 1458 |
+
"step": 5850
|
| 1459 |
+
},
|
| 1460 |
+
{
|
| 1461 |
+
"epoch": 29.01,
|
| 1462 |
+
"learning_rate": 4.345263157894738e-06,
|
| 1463 |
+
"loss": 0.0002,
|
| 1464 |
+
"step": 5875
|
| 1465 |
+
},
|
| 1466 |
+
{
|
| 1467 |
+
"epoch": 29.01,
|
| 1468 |
+
"learning_rate": 4.3189473684210535e-06,
|
| 1469 |
+
"loss": 0.0002,
|
| 1470 |
+
"step": 5900
|
| 1471 |
+
},
|
| 1472 |
+
{
|
| 1473 |
+
"epoch": 29.01,
|
| 1474 |
+
"learning_rate": 4.2926315789473684e-06,
|
| 1475 |
+
"loss": 0.0002,
|
| 1476 |
+
"step": 5925
|
| 1477 |
+
},
|
| 1478 |
+
{
|
| 1479 |
+
"epoch": 29.02,
|
| 1480 |
+
"learning_rate": 4.266315789473684e-06,
|
| 1481 |
+
"loss": 0.0002,
|
| 1482 |
+
"step": 5950
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"epoch": 29.02,
|
| 1486 |
+
"learning_rate": 4.24e-06,
|
| 1487 |
+
"loss": 0.0003,
|
| 1488 |
+
"step": 5975
|
| 1489 |
+
},
|
| 1490 |
+
{
|
| 1491 |
+
"epoch": 29.02,
|
| 1492 |
+
"learning_rate": 4.213684210526316e-06,
|
| 1493 |
+
"loss": 0.0004,
|
| 1494 |
+
"step": 6000
|
| 1495 |
+
},
|
| 1496 |
+
{
|
| 1497 |
+
"epoch": 29.02,
|
| 1498 |
+
"eval_loss": 0.2931840717792511,
|
| 1499 |
+
"eval_runtime": 1500.3562,
|
| 1500 |
+
"eval_samples_per_second": 4.363,
|
| 1501 |
+
"eval_steps_per_second": 0.137,
|
| 1502 |
+
"eval_wer": 7.258899006622517,
|
| 1503 |
+
"step": 6000
|
| 1504 |
+
},
|
| 1505 |
+
{
|
| 1506 |
+
"epoch": 30.0,
|
| 1507 |
+
"learning_rate": 4.1873684210526325e-06,
|
| 1508 |
+
"loss": 0.0002,
|
| 1509 |
+
"step": 6025
|
| 1510 |
+
},
|
| 1511 |
+
{
|
| 1512 |
+
"epoch": 30.0,
|
| 1513 |
+
"learning_rate": 4.1610526315789475e-06,
|
| 1514 |
+
"loss": 0.0002,
|
| 1515 |
+
"step": 6050
|
| 1516 |
+
},
|
| 1517 |
+
{
|
| 1518 |
+
"epoch": 30.01,
|
| 1519 |
+
"learning_rate": 4.134736842105263e-06,
|
| 1520 |
+
"loss": 0.0002,
|
| 1521 |
+
"step": 6075
|
| 1522 |
+
},
|
| 1523 |
+
{
|
| 1524 |
+
"epoch": 30.01,
|
| 1525 |
+
"learning_rate": 4.108421052631579e-06,
|
| 1526 |
+
"loss": 0.0002,
|
| 1527 |
+
"step": 6100
|
| 1528 |
+
},
|
| 1529 |
+
{
|
| 1530 |
+
"epoch": 30.01,
|
| 1531 |
+
"learning_rate": 4.082105263157895e-06,
|
| 1532 |
+
"loss": 0.0002,
|
| 1533 |
+
"step": 6125
|
| 1534 |
+
},
|
| 1535 |
+
{
|
| 1536 |
+
"epoch": 30.02,
|
| 1537 |
+
"learning_rate": 4.055789473684211e-06,
|
| 1538 |
+
"loss": 0.0002,
|
| 1539 |
+
"step": 6150
|
| 1540 |
+
},
|
| 1541 |
+
{
|
| 1542 |
+
"epoch": 30.02,
|
| 1543 |
+
"learning_rate": 4.029473684210527e-06,
|
| 1544 |
+
"loss": 0.0002,
|
| 1545 |
+
"step": 6175
|
| 1546 |
+
},
|
| 1547 |
+
{
|
| 1548 |
+
"epoch": 30.02,
|
| 1549 |
+
"learning_rate": 4.0031578947368424e-06,
|
| 1550 |
+
"loss": 0.0002,
|
| 1551 |
+
"step": 6200
|
| 1552 |
+
},
|
| 1553 |
+
{
|
| 1554 |
+
"epoch": 31.0,
|
| 1555 |
+
"learning_rate": 3.976842105263158e-06,
|
| 1556 |
+
"loss": 0.0002,
|
| 1557 |
+
"step": 6225
|
| 1558 |
+
},
|
| 1559 |
+
{
|
| 1560 |
+
"epoch": 31.0,
|
| 1561 |
+
"learning_rate": 3.950526315789474e-06,
|
| 1562 |
+
"loss": 0.0002,
|
| 1563 |
+
"step": 6250
|
| 1564 |
+
},
|
| 1565 |
+
{
|
| 1566 |
+
"epoch": 31.01,
|
| 1567 |
+
"learning_rate": 3.92421052631579e-06,
|
| 1568 |
+
"loss": 0.0002,
|
| 1569 |
+
"step": 6275
|
| 1570 |
+
},
|
| 1571 |
+
{
|
| 1572 |
+
"epoch": 31.01,
|
| 1573 |
+
"learning_rate": 3.897894736842106e-06,
|
| 1574 |
+
"loss": 0.0001,
|
| 1575 |
+
"step": 6300
|
| 1576 |
+
},
|
| 1577 |
+
{
|
| 1578 |
+
"epoch": 31.01,
|
| 1579 |
+
"learning_rate": 3.8715789473684215e-06,
|
| 1580 |
+
"loss": 0.0001,
|
| 1581 |
+
"step": 6325
|
| 1582 |
+
},
|
| 1583 |
+
{
|
| 1584 |
+
"epoch": 31.02,
|
| 1585 |
+
"learning_rate": 3.845263157894737e-06,
|
| 1586 |
+
"loss": 0.0001,
|
| 1587 |
+
"step": 6350
|
| 1588 |
+
},
|
| 1589 |
+
{
|
| 1590 |
+
"epoch": 31.02,
|
| 1591 |
+
"learning_rate": 3.818947368421053e-06,
|
| 1592 |
+
"loss": 0.0001,
|
| 1593 |
+
"step": 6375
|
| 1594 |
+
},
|
| 1595 |
+
{
|
| 1596 |
+
"epoch": 31.02,
|
| 1597 |
+
"learning_rate": 3.792631578947369e-06,
|
| 1598 |
+
"loss": 0.0001,
|
| 1599 |
+
"step": 6400
|
| 1600 |
+
},
|
| 1601 |
+
{
|
| 1602 |
+
"epoch": 32.0,
|
| 1603 |
+
"learning_rate": 3.766315789473685e-06,
|
| 1604 |
+
"loss": 0.0001,
|
| 1605 |
+
"step": 6425
|
| 1606 |
+
},
|
| 1607 |
+
{
|
| 1608 |
+
"epoch": 32.01,
|
| 1609 |
+
"learning_rate": 3.74e-06,
|
| 1610 |
+
"loss": 0.0003,
|
| 1611 |
+
"step": 6450
|
| 1612 |
+
},
|
| 1613 |
+
{
|
| 1614 |
+
"epoch": 32.01,
|
| 1615 |
+
"learning_rate": 3.713684210526316e-06,
|
| 1616 |
+
"loss": 0.0001,
|
| 1617 |
+
"step": 6475
|
| 1618 |
+
},
|
| 1619 |
+
{
|
| 1620 |
+
"epoch": 32.01,
|
| 1621 |
+
"learning_rate": 3.687368421052632e-06,
|
| 1622 |
+
"loss": 0.0001,
|
| 1623 |
+
"step": 6500
|
| 1624 |
+
},
|
| 1625 |
+
{
|
| 1626 |
+
"epoch": 32.01,
|
| 1627 |
+
"learning_rate": 3.6610526315789472e-06,
|
| 1628 |
+
"loss": 0.0001,
|
| 1629 |
+
"step": 6525
|
| 1630 |
+
},
|
| 1631 |
+
{
|
| 1632 |
+
"epoch": 32.02,
|
| 1633 |
+
"learning_rate": 3.6347368421052635e-06,
|
| 1634 |
+
"loss": 0.0001,
|
| 1635 |
+
"step": 6550
|
| 1636 |
+
},
|
| 1637 |
+
{
|
| 1638 |
+
"epoch": 32.02,
|
| 1639 |
+
"learning_rate": 3.6084210526315793e-06,
|
| 1640 |
+
"loss": 0.0001,
|
| 1641 |
+
"step": 6575
|
| 1642 |
+
},
|
| 1643 |
+
{
|
| 1644 |
+
"epoch": 32.02,
|
| 1645 |
+
"learning_rate": 3.582105263157895e-06,
|
| 1646 |
+
"loss": 0.0001,
|
| 1647 |
+
"step": 6600
|
| 1648 |
+
},
|
| 1649 |
+
{
|
| 1650 |
+
"epoch": 33.0,
|
| 1651 |
+
"learning_rate": 3.555789473684211e-06,
|
| 1652 |
+
"loss": 0.0001,
|
| 1653 |
+
"step": 6625
|
| 1654 |
+
},
|
| 1655 |
+
{
|
| 1656 |
+
"epoch": 33.01,
|
| 1657 |
+
"learning_rate": 3.5294736842105263e-06,
|
| 1658 |
+
"loss": 0.0002,
|
| 1659 |
+
"step": 6650
|
| 1660 |
+
},
|
| 1661 |
+
{
|
| 1662 |
+
"epoch": 33.01,
|
| 1663 |
+
"learning_rate": 3.503157894736842e-06,
|
| 1664 |
+
"loss": 0.0001,
|
| 1665 |
+
"step": 6675
|
| 1666 |
+
},
|
| 1667 |
+
{
|
| 1668 |
+
"epoch": 33.01,
|
| 1669 |
+
"learning_rate": 3.476842105263158e-06,
|
| 1670 |
+
"loss": 0.0001,
|
| 1671 |
+
"step": 6700
|
| 1672 |
+
},
|
| 1673 |
+
{
|
| 1674 |
+
"epoch": 33.01,
|
| 1675 |
+
"learning_rate": 3.450526315789474e-06,
|
| 1676 |
+
"loss": 0.0001,
|
| 1677 |
+
"step": 6725
|
| 1678 |
+
},
|
| 1679 |
+
{
|
| 1680 |
+
"epoch": 33.02,
|
| 1681 |
+
"learning_rate": 3.42421052631579e-06,
|
| 1682 |
+
"loss": 0.0001,
|
| 1683 |
+
"step": 6750
|
| 1684 |
+
},
|
| 1685 |
+
{
|
| 1686 |
+
"epoch": 33.02,
|
| 1687 |
+
"learning_rate": 3.3978947368421054e-06,
|
| 1688 |
+
"loss": 0.0001,
|
| 1689 |
+
"step": 6775
|
| 1690 |
+
},
|
| 1691 |
+
{
|
| 1692 |
+
"epoch": 33.02,
|
| 1693 |
+
"learning_rate": 3.3715789473684212e-06,
|
| 1694 |
+
"loss": 0.0001,
|
| 1695 |
+
"step": 6800
|
| 1696 |
+
},
|
| 1697 |
+
{
|
| 1698 |
+
"epoch": 34.0,
|
| 1699 |
+
"learning_rate": 3.345263157894737e-06,
|
| 1700 |
+
"loss": 0.0001,
|
| 1701 |
+
"step": 6825
|
| 1702 |
+
},
|
| 1703 |
+
{
|
| 1704 |
+
"epoch": 34.01,
|
| 1705 |
+
"learning_rate": 3.318947368421053e-06,
|
| 1706 |
+
"loss": 0.0001,
|
| 1707 |
+
"step": 6850
|
| 1708 |
+
},
|
| 1709 |
+
{
|
| 1710 |
+
"epoch": 34.01,
|
| 1711 |
+
"learning_rate": 3.292631578947369e-06,
|
| 1712 |
+
"loss": 0.0001,
|
| 1713 |
+
"step": 6875
|
| 1714 |
+
},
|
| 1715 |
+
{
|
| 1716 |
+
"epoch": 34.01,
|
| 1717 |
+
"learning_rate": 3.2663157894736845e-06,
|
| 1718 |
+
"loss": 0.0001,
|
| 1719 |
+
"step": 6900
|
| 1720 |
+
},
|
| 1721 |
+
{
|
| 1722 |
+
"epoch": 34.01,
|
| 1723 |
+
"learning_rate": 3.2400000000000003e-06,
|
| 1724 |
+
"loss": 0.0001,
|
| 1725 |
+
"step": 6925
|
| 1726 |
+
},
|
| 1727 |
+
{
|
| 1728 |
+
"epoch": 34.02,
|
| 1729 |
+
"learning_rate": 3.213684210526316e-06,
|
| 1730 |
+
"loss": 0.0001,
|
| 1731 |
+
"step": 6950
|
| 1732 |
+
},
|
| 1733 |
+
{
|
| 1734 |
+
"epoch": 34.02,
|
| 1735 |
+
"learning_rate": 3.187368421052632e-06,
|
| 1736 |
+
"loss": 0.0001,
|
| 1737 |
+
"step": 6975
|
| 1738 |
+
},
|
| 1739 |
+
{
|
| 1740 |
+
"epoch": 34.02,
|
| 1741 |
+
"learning_rate": 3.1610526315789474e-06,
|
| 1742 |
+
"loss": 0.0001,
|
| 1743 |
+
"step": 7000
|
| 1744 |
+
},
|
| 1745 |
+
{
|
| 1746 |
+
"epoch": 34.02,
|
| 1747 |
+
"eval_loss": 0.30692604184150696,
|
| 1748 |
+
"eval_runtime": 1437.4075,
|
| 1749 |
+
"eval_samples_per_second": 4.554,
|
| 1750 |
+
"eval_steps_per_second": 0.143,
|
| 1751 |
+
"eval_wer": 7.148523730684326,
|
| 1752 |
+
"step": 7000
|
| 1753 |
+
},
|
| 1754 |
+
{
|
| 1755 |
+
"epoch": 35.0,
|
| 1756 |
+
"learning_rate": 3.134736842105263e-06,
|
| 1757 |
+
"loss": 0.0001,
|
| 1758 |
+
"step": 7025
|
| 1759 |
+
},
|
| 1760 |
+
{
|
| 1761 |
+
"epoch": 35.01,
|
| 1762 |
+
"learning_rate": 3.1084210526315794e-06,
|
| 1763 |
+
"loss": 0.0001,
|
| 1764 |
+
"step": 7050
|
| 1765 |
+
},
|
| 1766 |
+
{
|
| 1767 |
+
"epoch": 35.01,
|
| 1768 |
+
"learning_rate": 3.0821052631578952e-06,
|
| 1769 |
+
"loss": 0.0001,
|
| 1770 |
+
"step": 7075
|
| 1771 |
+
},
|
| 1772 |
+
{
|
| 1773 |
+
"epoch": 35.01,
|
| 1774 |
+
"learning_rate": 3.055789473684211e-06,
|
| 1775 |
+
"loss": 0.0001,
|
| 1776 |
+
"step": 7100
|
| 1777 |
+
},
|
| 1778 |
+
{
|
| 1779 |
+
"epoch": 35.01,
|
| 1780 |
+
"learning_rate": 3.0294736842105264e-06,
|
| 1781 |
+
"loss": 0.0001,
|
| 1782 |
+
"step": 7125
|
| 1783 |
+
},
|
| 1784 |
+
{
|
| 1785 |
+
"epoch": 35.02,
|
| 1786 |
+
"learning_rate": 3.0031578947368423e-06,
|
| 1787 |
+
"loss": 0.0001,
|
| 1788 |
+
"step": 7150
|
| 1789 |
+
},
|
| 1790 |
+
{
|
| 1791 |
+
"epoch": 35.02,
|
| 1792 |
+
"learning_rate": 2.976842105263158e-06,
|
| 1793 |
+
"loss": 0.0001,
|
| 1794 |
+
"step": 7175
|
| 1795 |
+
},
|
| 1796 |
+
{
|
| 1797 |
+
"epoch": 35.02,
|
| 1798 |
+
"learning_rate": 2.9505263157894735e-06,
|
| 1799 |
+
"loss": 0.0001,
|
| 1800 |
+
"step": 7200
|
| 1801 |
+
},
|
| 1802 |
+
{
|
| 1803 |
+
"epoch": 36.0,
|
| 1804 |
+
"learning_rate": 2.92421052631579e-06,
|
| 1805 |
+
"loss": 0.0001,
|
| 1806 |
+
"step": 7225
|
| 1807 |
+
},
|
| 1808 |
+
{
|
| 1809 |
+
"epoch": 36.01,
|
| 1810 |
+
"learning_rate": 2.8978947368421055e-06,
|
| 1811 |
+
"loss": 0.0001,
|
| 1812 |
+
"step": 7250
|
| 1813 |
+
},
|
| 1814 |
+
{
|
| 1815 |
+
"epoch": 36.01,
|
| 1816 |
+
"learning_rate": 2.8715789473684214e-06,
|
| 1817 |
+
"loss": 0.0001,
|
| 1818 |
+
"step": 7275
|
| 1819 |
+
},
|
| 1820 |
+
{
|
| 1821 |
+
"epoch": 36.01,
|
| 1822 |
+
"learning_rate": 2.845263157894737e-06,
|
| 1823 |
+
"loss": 0.0001,
|
| 1824 |
+
"step": 7300
|
| 1825 |
+
},
|
| 1826 |
+
{
|
| 1827 |
+
"epoch": 36.01,
|
| 1828 |
+
"learning_rate": 2.8189473684210526e-06,
|
| 1829 |
+
"loss": 0.0001,
|
| 1830 |
+
"step": 7325
|
| 1831 |
+
},
|
| 1832 |
+
{
|
| 1833 |
+
"epoch": 36.02,
|
| 1834 |
+
"learning_rate": 2.7926315789473684e-06,
|
| 1835 |
+
"loss": 0.0001,
|
| 1836 |
+
"step": 7350
|
| 1837 |
+
},
|
| 1838 |
+
{
|
| 1839 |
+
"epoch": 36.02,
|
| 1840 |
+
"learning_rate": 2.766315789473684e-06,
|
| 1841 |
+
"loss": 0.0001,
|
| 1842 |
+
"step": 7375
|
| 1843 |
+
},
|
| 1844 |
+
{
|
| 1845 |
+
"epoch": 36.02,
|
| 1846 |
+
"learning_rate": 2.7400000000000004e-06,
|
| 1847 |
+
"loss": 0.0001,
|
| 1848 |
+
"step": 7400
|
| 1849 |
+
},
|
| 1850 |
+
{
|
| 1851 |
+
"epoch": 37.0,
|
| 1852 |
+
"learning_rate": 2.7136842105263163e-06,
|
| 1853 |
+
"loss": 0.0001,
|
| 1854 |
+
"step": 7425
|
| 1855 |
+
},
|
| 1856 |
+
{
|
| 1857 |
+
"epoch": 37.01,
|
| 1858 |
+
"learning_rate": 2.6873684210526317e-06,
|
| 1859 |
+
"loss": 0.0001,
|
| 1860 |
+
"step": 7450
|
| 1861 |
+
},
|
| 1862 |
+
{
|
| 1863 |
+
"epoch": 37.01,
|
| 1864 |
+
"learning_rate": 2.6610526315789475e-06,
|
| 1865 |
+
"loss": 0.0001,
|
| 1866 |
+
"step": 7475
|
| 1867 |
+
},
|
| 1868 |
+
{
|
| 1869 |
+
"epoch": 37.01,
|
| 1870 |
+
"learning_rate": 2.6347368421052633e-06,
|
| 1871 |
+
"loss": 0.0001,
|
| 1872 |
+
"step": 7500
|
| 1873 |
+
},
|
| 1874 |
+
{
|
| 1875 |
+
"epoch": 37.01,
|
| 1876 |
+
"learning_rate": 2.608421052631579e-06,
|
| 1877 |
+
"loss": 0.0001,
|
| 1878 |
+
"step": 7525
|
| 1879 |
+
},
|
| 1880 |
+
{
|
| 1881 |
+
"epoch": 37.02,
|
| 1882 |
+
"learning_rate": 2.5821052631578954e-06,
|
| 1883 |
+
"loss": 0.0001,
|
| 1884 |
+
"step": 7550
|
| 1885 |
+
},
|
| 1886 |
+
{
|
| 1887 |
+
"epoch": 37.02,
|
| 1888 |
+
"learning_rate": 2.5557894736842108e-06,
|
| 1889 |
+
"loss": 0.0001,
|
| 1890 |
+
"step": 7575
|
| 1891 |
+
},
|
| 1892 |
+
{
|
| 1893 |
+
"epoch": 37.02,
|
| 1894 |
+
"learning_rate": 2.5294736842105266e-06,
|
| 1895 |
+
"loss": 0.0001,
|
| 1896 |
+
"step": 7600
|
| 1897 |
+
},
|
| 1898 |
+
{
|
| 1899 |
+
"epoch": 38.0,
|
| 1900 |
+
"learning_rate": 2.5031578947368424e-06,
|
| 1901 |
+
"loss": 0.0001,
|
| 1902 |
+
"step": 7625
|
| 1903 |
+
},
|
| 1904 |
+
{
|
| 1905 |
+
"epoch": 38.01,
|
| 1906 |
+
"learning_rate": 2.476842105263158e-06,
|
| 1907 |
+
"loss": 0.0001,
|
| 1908 |
+
"step": 7650
|
| 1909 |
+
},
|
| 1910 |
+
{
|
| 1911 |
+
"epoch": 38.01,
|
| 1912 |
+
"learning_rate": 2.4505263157894736e-06,
|
| 1913 |
+
"loss": 0.0001,
|
| 1914 |
+
"step": 7675
|
| 1915 |
+
},
|
| 1916 |
+
{
|
| 1917 |
+
"epoch": 38.01,
|
| 1918 |
+
"learning_rate": 2.42421052631579e-06,
|
| 1919 |
+
"loss": 0.0001,
|
| 1920 |
+
"step": 7700
|
| 1921 |
+
},
|
| 1922 |
+
{
|
| 1923 |
+
"epoch": 38.01,
|
| 1924 |
+
"learning_rate": 2.3978947368421052e-06,
|
| 1925 |
+
"loss": 0.0001,
|
| 1926 |
+
"step": 7725
|
| 1927 |
+
},
|
| 1928 |
+
{
|
| 1929 |
+
"epoch": 38.02,
|
| 1930 |
+
"learning_rate": 2.371578947368421e-06,
|
| 1931 |
+
"loss": 0.0001,
|
| 1932 |
+
"step": 7750
|
| 1933 |
+
},
|
| 1934 |
+
{
|
| 1935 |
+
"epoch": 38.02,
|
| 1936 |
+
"learning_rate": 2.3452631578947373e-06,
|
| 1937 |
+
"loss": 0.0001,
|
| 1938 |
+
"step": 7775
|
| 1939 |
+
},
|
| 1940 |
+
{
|
| 1941 |
+
"epoch": 38.02,
|
| 1942 |
+
"learning_rate": 2.3189473684210527e-06,
|
| 1943 |
+
"loss": 0.0001,
|
| 1944 |
+
"step": 7800
|
| 1945 |
+
},
|
| 1946 |
+
{
|
| 1947 |
+
"epoch": 39.0,
|
| 1948 |
+
"learning_rate": 2.2926315789473685e-06,
|
| 1949 |
+
"loss": 0.0001,
|
| 1950 |
+
"step": 7825
|
| 1951 |
+
},
|
| 1952 |
+
{
|
| 1953 |
+
"epoch": 39.01,
|
| 1954 |
+
"learning_rate": 2.2663157894736843e-06,
|
| 1955 |
+
"loss": 0.0001,
|
| 1956 |
+
"step": 7850
|
| 1957 |
+
},
|
| 1958 |
+
{
|
| 1959 |
+
"epoch": 39.01,
|
| 1960 |
+
"learning_rate": 2.24e-06,
|
| 1961 |
+
"loss": 0.0001,
|
| 1962 |
+
"step": 7875
|
| 1963 |
+
},
|
| 1964 |
+
{
|
| 1965 |
+
"epoch": 39.01,
|
| 1966 |
+
"learning_rate": 2.213684210526316e-06,
|
| 1967 |
+
"loss": 0.0001,
|
| 1968 |
+
"step": 7900
|
| 1969 |
+
},
|
| 1970 |
+
{
|
| 1971 |
+
"epoch": 39.01,
|
| 1972 |
+
"learning_rate": 2.187368421052632e-06,
|
| 1973 |
+
"loss": 0.0001,
|
| 1974 |
+
"step": 7925
|
| 1975 |
+
},
|
| 1976 |
+
{
|
| 1977 |
+
"epoch": 39.02,
|
| 1978 |
+
"learning_rate": 2.1610526315789476e-06,
|
| 1979 |
+
"loss": 0.0001,
|
| 1980 |
+
"step": 7950
|
| 1981 |
+
},
|
| 1982 |
+
{
|
| 1983 |
+
"epoch": 39.02,
|
| 1984 |
+
"learning_rate": 2.1347368421052634e-06,
|
| 1985 |
+
"loss": 0.0001,
|
| 1986 |
+
"step": 7975
|
| 1987 |
+
},
|
| 1988 |
+
{
|
| 1989 |
+
"epoch": 39.02,
|
| 1990 |
+
"learning_rate": 2.1084210526315792e-06,
|
| 1991 |
+
"loss": 0.0001,
|
| 1992 |
+
"step": 8000
|
| 1993 |
+
},
|
| 1994 |
+
{
|
| 1995 |
+
"epoch": 39.02,
|
| 1996 |
+
"eval_loss": 0.314346045255661,
|
| 1997 |
+
"eval_runtime": 1406.8839,
|
| 1998 |
+
"eval_samples_per_second": 4.653,
|
| 1999 |
+
"eval_steps_per_second": 0.146,
|
| 2000 |
+
"eval_wer": 7.148523730684326,
|
| 2001 |
+
"step": 8000
|
| 2002 |
+
},
|
| 2003 |
+
{
|
| 2004 |
+
"epoch": 40.0,
|
| 2005 |
+
"learning_rate": 2.082105263157895e-06,
|
| 2006 |
+
"loss": 0.0001,
|
| 2007 |
+
"step": 8025
|
| 2008 |
+
},
|
| 2009 |
+
{
|
| 2010 |
+
"epoch": 40.01,
|
| 2011 |
+
"learning_rate": 2.055789473684211e-06,
|
| 2012 |
+
"loss": 0.0001,
|
| 2013 |
+
"step": 8050
|
| 2014 |
+
},
|
| 2015 |
+
{
|
| 2016 |
+
"epoch": 40.01,
|
| 2017 |
+
"learning_rate": 2.0294736842105263e-06,
|
| 2018 |
+
"loss": 0.0001,
|
| 2019 |
+
"step": 8075
|
| 2020 |
+
},
|
| 2021 |
+
{
|
| 2022 |
+
"epoch": 40.01,
|
| 2023 |
+
"learning_rate": 2.003157894736842e-06,
|
| 2024 |
+
"loss": 0.0001,
|
| 2025 |
+
"step": 8100
|
| 2026 |
+
},
|
| 2027 |
+
{
|
| 2028 |
+
"epoch": 40.01,
|
| 2029 |
+
"learning_rate": 1.976842105263158e-06,
|
| 2030 |
+
"loss": 0.0001,
|
| 2031 |
+
"step": 8125
|
| 2032 |
+
},
|
| 2033 |
+
{
|
| 2034 |
+
"epoch": 40.02,
|
| 2035 |
+
"learning_rate": 1.9505263157894737e-06,
|
| 2036 |
+
"loss": 0.0001,
|
| 2037 |
+
"step": 8150
|
| 2038 |
+
},
|
| 2039 |
+
{
|
| 2040 |
+
"epoch": 40.02,
|
| 2041 |
+
"learning_rate": 1.9242105263157896e-06,
|
| 2042 |
+
"loss": 0.0001,
|
| 2043 |
+
"step": 8175
|
| 2044 |
+
},
|
| 2045 |
+
{
|
| 2046 |
+
"epoch": 40.02,
|
| 2047 |
+
"learning_rate": 1.8978947368421056e-06,
|
| 2048 |
+
"loss": 0.0001,
|
| 2049 |
+
"step": 8200
|
| 2050 |
+
},
|
| 2051 |
+
{
|
| 2052 |
+
"epoch": 41.0,
|
| 2053 |
+
"learning_rate": 1.8715789473684212e-06,
|
| 2054 |
+
"loss": 0.0001,
|
| 2055 |
+
"step": 8225
|
| 2056 |
+
},
|
| 2057 |
+
{
|
| 2058 |
+
"epoch": 41.01,
|
| 2059 |
+
"learning_rate": 1.845263157894737e-06,
|
| 2060 |
+
"loss": 0.0001,
|
| 2061 |
+
"step": 8250
|
| 2062 |
+
},
|
| 2063 |
+
{
|
| 2064 |
+
"epoch": 41.01,
|
| 2065 |
+
"learning_rate": 1.8189473684210528e-06,
|
| 2066 |
+
"loss": 0.0001,
|
| 2067 |
+
"step": 8275
|
| 2068 |
+
},
|
| 2069 |
+
{
|
| 2070 |
+
"epoch": 41.01,
|
| 2071 |
+
"learning_rate": 1.7926315789473686e-06,
|
| 2072 |
+
"loss": 0.0001,
|
| 2073 |
+
"step": 8300
|
| 2074 |
+
},
|
| 2075 |
+
{
|
| 2076 |
+
"epoch": 41.01,
|
| 2077 |
+
"learning_rate": 1.7663157894736843e-06,
|
| 2078 |
+
"loss": 0.0001,
|
| 2079 |
+
"step": 8325
|
| 2080 |
+
},
|
| 2081 |
+
{
|
| 2082 |
+
"epoch": 41.02,
|
| 2083 |
+
"learning_rate": 1.74e-06,
|
| 2084 |
+
"loss": 0.0001,
|
| 2085 |
+
"step": 8350
|
| 2086 |
+
},
|
| 2087 |
+
{
|
| 2088 |
+
"epoch": 41.02,
|
| 2089 |
+
"learning_rate": 1.713684210526316e-06,
|
| 2090 |
+
"loss": 0.0001,
|
| 2091 |
+
"step": 8375
|
| 2092 |
+
},
|
| 2093 |
+
{
|
| 2094 |
+
"epoch": 41.02,
|
| 2095 |
+
"learning_rate": 1.6873684210526317e-06,
|
| 2096 |
+
"loss": 0.0001,
|
| 2097 |
+
"step": 8400
|
| 2098 |
+
},
|
| 2099 |
+
{
|
| 2100 |
+
"epoch": 42.0,
|
| 2101 |
+
"learning_rate": 1.6610526315789473e-06,
|
| 2102 |
+
"loss": 0.0001,
|
| 2103 |
+
"step": 8425
|
| 2104 |
+
},
|
| 2105 |
+
{
|
| 2106 |
+
"epoch": 42.01,
|
| 2107 |
+
"learning_rate": 1.6347368421052633e-06,
|
| 2108 |
+
"loss": 0.0001,
|
| 2109 |
+
"step": 8450
|
| 2110 |
+
},
|
| 2111 |
+
{
|
| 2112 |
+
"epoch": 42.01,
|
| 2113 |
+
"learning_rate": 1.6084210526315792e-06,
|
| 2114 |
+
"loss": 0.0001,
|
| 2115 |
+
"step": 8475
|
| 2116 |
+
},
|
| 2117 |
+
{
|
| 2118 |
+
"epoch": 42.01,
|
| 2119 |
+
"learning_rate": 1.5821052631578948e-06,
|
| 2120 |
+
"loss": 0.0001,
|
| 2121 |
+
"step": 8500
|
| 2122 |
+
},
|
| 2123 |
+
{
|
| 2124 |
+
"epoch": 42.01,
|
| 2125 |
+
"learning_rate": 1.5557894736842106e-06,
|
| 2126 |
+
"loss": 0.0001,
|
| 2127 |
+
"step": 8525
|
| 2128 |
+
},
|
| 2129 |
+
{
|
| 2130 |
+
"epoch": 42.02,
|
| 2131 |
+
"learning_rate": 1.5294736842105264e-06,
|
| 2132 |
+
"loss": 0.0001,
|
| 2133 |
+
"step": 8550
|
| 2134 |
+
},
|
| 2135 |
+
{
|
| 2136 |
+
"epoch": 42.02,
|
| 2137 |
+
"learning_rate": 1.5031578947368422e-06,
|
| 2138 |
+
"loss": 0.0001,
|
| 2139 |
+
"step": 8575
|
| 2140 |
+
},
|
| 2141 |
+
{
|
| 2142 |
+
"epoch": 42.02,
|
| 2143 |
+
"learning_rate": 1.4768421052631578e-06,
|
| 2144 |
+
"loss": 0.0001,
|
| 2145 |
+
"step": 8600
|
| 2146 |
+
},
|
| 2147 |
+
{
|
| 2148 |
+
"epoch": 43.0,
|
| 2149 |
+
"learning_rate": 1.4505263157894739e-06,
|
| 2150 |
+
"loss": 0.0001,
|
| 2151 |
+
"step": 8625
|
| 2152 |
+
},
|
| 2153 |
+
{
|
| 2154 |
+
"epoch": 43.01,
|
| 2155 |
+
"learning_rate": 1.4242105263157897e-06,
|
| 2156 |
+
"loss": 0.0001,
|
| 2157 |
+
"step": 8650
|
| 2158 |
+
},
|
| 2159 |
+
{
|
| 2160 |
+
"epoch": 43.01,
|
| 2161 |
+
"learning_rate": 1.3978947368421053e-06,
|
| 2162 |
+
"loss": 0.0001,
|
| 2163 |
+
"step": 8675
|
| 2164 |
+
},
|
| 2165 |
+
{
|
| 2166 |
+
"epoch": 43.01,
|
| 2167 |
+
"learning_rate": 1.3715789473684213e-06,
|
| 2168 |
+
"loss": 0.0001,
|
| 2169 |
+
"step": 8700
|
| 2170 |
+
},
|
| 2171 |
+
{
|
| 2172 |
+
"epoch": 43.01,
|
| 2173 |
+
"learning_rate": 1.345263157894737e-06,
|
| 2174 |
+
"loss": 0.0001,
|
| 2175 |
+
"step": 8725
|
| 2176 |
+
},
|
| 2177 |
+
{
|
| 2178 |
+
"epoch": 43.02,
|
| 2179 |
+
"learning_rate": 1.3189473684210527e-06,
|
| 2180 |
+
"loss": 0.0001,
|
| 2181 |
+
"step": 8750
|
| 2182 |
+
},
|
| 2183 |
+
{
|
| 2184 |
+
"epoch": 43.02,
|
| 2185 |
+
"learning_rate": 1.2926315789473683e-06,
|
| 2186 |
+
"loss": 0.0001,
|
| 2187 |
+
"step": 8775
|
| 2188 |
+
},
|
| 2189 |
+
{
|
| 2190 |
+
"epoch": 43.02,
|
| 2191 |
+
"learning_rate": 1.2663157894736844e-06,
|
| 2192 |
+
"loss": 0.0001,
|
| 2193 |
+
"step": 8800
|
| 2194 |
+
},
|
| 2195 |
+
{
|
| 2196 |
+
"epoch": 44.0,
|
| 2197 |
+
"learning_rate": 1.2400000000000002e-06,
|
| 2198 |
+
"loss": 0.0001,
|
| 2199 |
+
"step": 8825
|
| 2200 |
+
},
|
| 2201 |
+
{
|
| 2202 |
+
"epoch": 44.01,
|
| 2203 |
+
"learning_rate": 1.213684210526316e-06,
|
| 2204 |
+
"loss": 0.0001,
|
| 2205 |
+
"step": 8850
|
| 2206 |
+
},
|
| 2207 |
+
{
|
| 2208 |
+
"epoch": 44.01,
|
| 2209 |
+
"learning_rate": 1.1873684210526316e-06,
|
| 2210 |
+
"loss": 0.0001,
|
| 2211 |
+
"step": 8875
|
| 2212 |
+
},
|
| 2213 |
+
{
|
| 2214 |
+
"epoch": 44.01,
|
| 2215 |
+
"learning_rate": 1.1610526315789474e-06,
|
| 2216 |
+
"loss": 0.0001,
|
| 2217 |
+
"step": 8900
|
| 2218 |
+
},
|
| 2219 |
+
{
|
| 2220 |
+
"epoch": 44.01,
|
| 2221 |
+
"learning_rate": 1.1347368421052633e-06,
|
| 2222 |
+
"loss": 0.0001,
|
| 2223 |
+
"step": 8925
|
| 2224 |
+
},
|
| 2225 |
+
{
|
| 2226 |
+
"epoch": 44.02,
|
| 2227 |
+
"learning_rate": 1.108421052631579e-06,
|
| 2228 |
+
"loss": 0.0001,
|
| 2229 |
+
"step": 8950
|
| 2230 |
+
},
|
| 2231 |
+
{
|
| 2232 |
+
"epoch": 44.02,
|
| 2233 |
+
"learning_rate": 1.082105263157895e-06,
|
| 2234 |
+
"loss": 0.0001,
|
| 2235 |
+
"step": 8975
|
| 2236 |
+
},
|
| 2237 |
+
{
|
| 2238 |
+
"epoch": 44.02,
|
| 2239 |
+
"learning_rate": 1.0557894736842105e-06,
|
| 2240 |
+
"loss": 0.0001,
|
| 2241 |
+
"step": 9000
|
| 2242 |
+
},
|
| 2243 |
+
{
|
| 2244 |
+
"epoch": 44.02,
|
| 2245 |
+
"eval_loss": 0.3196016252040863,
|
| 2246 |
+
"eval_runtime": 1404.9195,
|
| 2247 |
+
"eval_samples_per_second": 4.659,
|
| 2248 |
+
"eval_steps_per_second": 0.146,
|
| 2249 |
+
"eval_wer": 7.122654525386314,
|
| 2250 |
+
"step": 9000
|
| 2251 |
+
},
|
| 2252 |
+
{
|
| 2253 |
+
"epoch": 45.0,
|
| 2254 |
+
"learning_rate": 1.0294736842105265e-06,
|
| 2255 |
+
"loss": 0.0001,
|
| 2256 |
+
"step": 9025
|
| 2257 |
+
},
|
| 2258 |
+
{
|
| 2259 |
+
"epoch": 45.01,
|
| 2260 |
+
"learning_rate": 1.0031578947368421e-06,
|
| 2261 |
+
"loss": 0.0001,
|
| 2262 |
+
"step": 9050
|
| 2263 |
+
},
|
| 2264 |
+
{
|
| 2265 |
+
"epoch": 45.01,
|
| 2266 |
+
"learning_rate": 9.76842105263158e-07,
|
| 2267 |
+
"loss": 0.0001,
|
| 2268 |
+
"step": 9075
|
| 2269 |
+
},
|
| 2270 |
+
{
|
| 2271 |
+
"epoch": 45.01,
|
| 2272 |
+
"learning_rate": 9.505263157894738e-07,
|
| 2273 |
+
"loss": 0.0001,
|
| 2274 |
+
"step": 9100
|
| 2275 |
+
},
|
| 2276 |
+
{
|
| 2277 |
+
"epoch": 45.01,
|
| 2278 |
+
"learning_rate": 9.242105263157895e-07,
|
| 2279 |
+
"loss": 0.0001,
|
| 2280 |
+
"step": 9125
|
| 2281 |
+
},
|
| 2282 |
+
{
|
| 2283 |
+
"epoch": 45.02,
|
| 2284 |
+
"learning_rate": 8.978947368421054e-07,
|
| 2285 |
+
"loss": 0.0001,
|
| 2286 |
+
"step": 9150
|
| 2287 |
+
},
|
| 2288 |
+
{
|
| 2289 |
+
"epoch": 45.02,
|
| 2290 |
+
"learning_rate": 8.715789473684211e-07,
|
| 2291 |
+
"loss": 0.0001,
|
| 2292 |
+
"step": 9175
|
| 2293 |
+
},
|
| 2294 |
+
{
|
| 2295 |
+
"epoch": 45.02,
|
| 2296 |
+
"learning_rate": 8.452631578947369e-07,
|
| 2297 |
+
"loss": 0.0001,
|
| 2298 |
+
"step": 9200
|
| 2299 |
+
},
|
| 2300 |
+
{
|
| 2301 |
+
"epoch": 46.0,
|
| 2302 |
+
"learning_rate": 8.189473684210527e-07,
|
| 2303 |
+
"loss": 0.0001,
|
| 2304 |
+
"step": 9225
|
| 2305 |
+
},
|
| 2306 |
+
{
|
| 2307 |
+
"epoch": 46.01,
|
| 2308 |
+
"learning_rate": 7.926315789473685e-07,
|
| 2309 |
+
"loss": 0.0001,
|
| 2310 |
+
"step": 9250
|
| 2311 |
+
},
|
| 2312 |
+
{
|
| 2313 |
+
"epoch": 46.01,
|
| 2314 |
+
"learning_rate": 7.663157894736843e-07,
|
| 2315 |
+
"loss": 0.0001,
|
| 2316 |
+
"step": 9275
|
| 2317 |
+
},
|
| 2318 |
+
{
|
| 2319 |
+
"epoch": 46.01,
|
| 2320 |
+
"learning_rate": 7.4e-07,
|
| 2321 |
+
"loss": 0.0001,
|
| 2322 |
+
"step": 9300
|
| 2323 |
+
},
|
| 2324 |
+
{
|
| 2325 |
+
"epoch": 46.01,
|
| 2326 |
+
"learning_rate": 7.136842105263158e-07,
|
| 2327 |
+
"loss": 0.0001,
|
| 2328 |
+
"step": 9325
|
| 2329 |
+
},
|
| 2330 |
+
{
|
| 2331 |
+
"epoch": 46.02,
|
| 2332 |
+
"learning_rate": 6.873684210526315e-07,
|
| 2333 |
+
"loss": 0.0001,
|
| 2334 |
+
"step": 9350
|
| 2335 |
+
},
|
| 2336 |
+
{
|
| 2337 |
+
"epoch": 46.02,
|
| 2338 |
+
"learning_rate": 6.610526315789475e-07,
|
| 2339 |
+
"loss": 0.0001,
|
| 2340 |
+
"step": 9375
|
| 2341 |
+
},
|
| 2342 |
+
{
|
| 2343 |
+
"epoch": 46.02,
|
| 2344 |
+
"learning_rate": 6.347368421052633e-07,
|
| 2345 |
+
"loss": 0.0001,
|
| 2346 |
+
"step": 9400
|
| 2347 |
+
},
|
| 2348 |
+
{
|
| 2349 |
+
"epoch": 47.0,
|
| 2350 |
+
"learning_rate": 6.08421052631579e-07,
|
| 2351 |
+
"loss": 0.0001,
|
| 2352 |
+
"step": 9425
|
| 2353 |
+
},
|
| 2354 |
+
{
|
| 2355 |
+
"epoch": 47.01,
|
| 2356 |
+
"learning_rate": 5.821052631578948e-07,
|
| 2357 |
+
"loss": 0.0001,
|
| 2358 |
+
"step": 9450
|
| 2359 |
+
},
|
| 2360 |
+
{
|
| 2361 |
+
"epoch": 47.01,
|
| 2362 |
+
"learning_rate": 5.557894736842106e-07,
|
| 2363 |
+
"loss": 0.0001,
|
| 2364 |
+
"step": 9475
|
| 2365 |
+
},
|
| 2366 |
+
{
|
| 2367 |
+
"epoch": 47.01,
|
| 2368 |
+
"learning_rate": 5.294736842105263e-07,
|
| 2369 |
+
"loss": 0.0001,
|
| 2370 |
+
"step": 9500
|
| 2371 |
+
},
|
| 2372 |
+
{
|
| 2373 |
+
"epoch": 47.01,
|
| 2374 |
+
"learning_rate": 5.031578947368422e-07,
|
| 2375 |
+
"loss": 0.0001,
|
| 2376 |
+
"step": 9525
|
| 2377 |
+
},
|
| 2378 |
+
{
|
| 2379 |
+
"epoch": 47.02,
|
| 2380 |
+
"learning_rate": 4.768421052631579e-07,
|
| 2381 |
+
"loss": 0.0001,
|
| 2382 |
+
"step": 9550
|
| 2383 |
+
},
|
| 2384 |
+
{
|
| 2385 |
+
"epoch": 47.02,
|
| 2386 |
+
"learning_rate": 4.505263157894737e-07,
|
| 2387 |
+
"loss": 0.0001,
|
| 2388 |
+
"step": 9575
|
| 2389 |
+
},
|
| 2390 |
+
{
|
| 2391 |
+
"epoch": 47.02,
|
| 2392 |
+
"learning_rate": 4.242105263157895e-07,
|
| 2393 |
+
"loss": 0.0001,
|
| 2394 |
+
"step": 9600
|
| 2395 |
+
},
|
| 2396 |
+
{
|
| 2397 |
+
"epoch": 48.0,
|
| 2398 |
+
"learning_rate": 3.9789473684210533e-07,
|
| 2399 |
+
"loss": 0.0001,
|
| 2400 |
+
"step": 9625
|
| 2401 |
+
},
|
| 2402 |
+
{
|
| 2403 |
+
"epoch": 48.01,
|
| 2404 |
+
"learning_rate": 3.715789473684211e-07,
|
| 2405 |
+
"loss": 0.0001,
|
| 2406 |
+
"step": 9650
|
| 2407 |
+
},
|
| 2408 |
+
{
|
| 2409 |
+
"epoch": 48.01,
|
| 2410 |
+
"learning_rate": 3.4526315789473686e-07,
|
| 2411 |
+
"loss": 0.0001,
|
| 2412 |
+
"step": 9675
|
| 2413 |
+
},
|
| 2414 |
+
{
|
| 2415 |
+
"epoch": 48.01,
|
| 2416 |
+
"learning_rate": 3.1894736842105263e-07,
|
| 2417 |
+
"loss": 0.0001,
|
| 2418 |
+
"step": 9700
|
| 2419 |
+
},
|
| 2420 |
+
{
|
| 2421 |
+
"epoch": 48.01,
|
| 2422 |
+
"learning_rate": 2.9263157894736845e-07,
|
| 2423 |
+
"loss": 0.0001,
|
| 2424 |
+
"step": 9725
|
| 2425 |
+
},
|
| 2426 |
+
{
|
| 2427 |
+
"epoch": 48.02,
|
| 2428 |
+
"learning_rate": 2.663157894736842e-07,
|
| 2429 |
+
"loss": 0.0001,
|
| 2430 |
+
"step": 9750
|
| 2431 |
+
},
|
| 2432 |
+
{
|
| 2433 |
+
"epoch": 48.02,
|
| 2434 |
+
"learning_rate": 2.4000000000000003e-07,
|
| 2435 |
+
"loss": 0.0001,
|
| 2436 |
+
"step": 9775
|
| 2437 |
+
},
|
| 2438 |
+
{
|
| 2439 |
+
"epoch": 48.02,
|
| 2440 |
+
"learning_rate": 2.136842105263158e-07,
|
| 2441 |
+
"loss": 0.0001,
|
| 2442 |
+
"step": 9800
|
| 2443 |
+
},
|
| 2444 |
+
{
|
| 2445 |
+
"epoch": 49.0,
|
| 2446 |
+
"learning_rate": 1.8736842105263162e-07,
|
| 2447 |
+
"loss": 0.0001,
|
| 2448 |
+
"step": 9825
|
| 2449 |
+
},
|
| 2450 |
+
{
|
| 2451 |
+
"epoch": 49.01,
|
| 2452 |
+
"learning_rate": 1.6105263157894738e-07,
|
| 2453 |
+
"loss": 0.0001,
|
| 2454 |
+
"step": 9850
|
| 2455 |
+
},
|
| 2456 |
+
{
|
| 2457 |
+
"epoch": 49.01,
|
| 2458 |
+
"learning_rate": 1.3473684210526317e-07,
|
| 2459 |
+
"loss": 0.0001,
|
| 2460 |
+
"step": 9875
|
| 2461 |
+
},
|
| 2462 |
+
{
|
| 2463 |
+
"epoch": 49.01,
|
| 2464 |
+
"learning_rate": 1.0842105263157895e-07,
|
| 2465 |
+
"loss": 0.0001,
|
| 2466 |
+
"step": 9900
|
| 2467 |
+
},
|
| 2468 |
+
{
|
| 2469 |
+
"epoch": 49.01,
|
| 2470 |
+
"learning_rate": 8.210526315789474e-08,
|
| 2471 |
+
"loss": 0.0001,
|
| 2472 |
+
"step": 9925
|
| 2473 |
+
},
|
| 2474 |
+
{
|
| 2475 |
+
"epoch": 49.02,
|
| 2476 |
+
"learning_rate": 5.578947368421053e-08,
|
| 2477 |
+
"loss": 0.0001,
|
| 2478 |
+
"step": 9950
|
| 2479 |
+
},
|
| 2480 |
+
{
|
| 2481 |
+
"epoch": 49.02,
|
| 2482 |
+
"learning_rate": 2.9473684210526318e-08,
|
| 2483 |
+
"loss": 0.0001,
|
| 2484 |
+
"step": 9975
|
| 2485 |
+
},
|
| 2486 |
+
{
|
| 2487 |
+
"epoch": 49.02,
|
| 2488 |
+
"learning_rate": 3.1578947368421054e-09,
|
| 2489 |
+
"loss": 0.0001,
|
| 2490 |
+
"step": 10000
|
| 2491 |
+
},
|
| 2492 |
+
{
|
| 2493 |
+
"epoch": 49.02,
|
| 2494 |
+
"eval_loss": 0.3218191862106323,
|
| 2495 |
+
"eval_runtime": 1405.9186,
|
| 2496 |
+
"eval_samples_per_second": 4.656,
|
| 2497 |
+
"eval_steps_per_second": 0.146,
|
| 2498 |
+
"eval_wer": 7.124379139072848,
|
| 2499 |
+
"step": 10000
|
| 2500 |
+
},
|
| 2501 |
+
{
|
| 2502 |
+
"epoch": 49.02,
|
| 2503 |
+
"step": 10000,
|
| 2504 |
+
"total_flos": 6.52880959340544e+20,
|
| 2505 |
+
"train_loss": 0.017749687022855506,
|
| 2506 |
+
"train_runtime": 135026.7905,
|
| 2507 |
+
"train_samples_per_second": 4.74,
|
| 2508 |
+
"train_steps_per_second": 0.074
|
| 2509 |
+
}
|
| 2510 |
+
],
|
| 2511 |
+
"logging_steps": 25,
|
| 2512 |
+
"max_steps": 10000,
|
| 2513 |
+
"num_train_epochs": 9223372036854775807,
|
| 2514 |
+
"save_steps": 1000,
|
| 2515 |
+
"total_flos": 6.52880959340544e+20,
|
| 2516 |
+
"trial_name": null,
|
| 2517 |
+
"trial_params": null
|
| 2518 |
+
}
|