训练结束,上传最终模型
Browse files- README.md +72 -0
- all_results.json +8 -0
- generation_config.json +167 -0
- train_results.json +8 -0
- trainer_state.json +2932 -0
README.md
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
tags:
|
| 4 |
+
- generated_from_trainer
|
| 5 |
+
metrics:
|
| 6 |
+
- wer
|
| 7 |
+
model-index:
|
| 8 |
+
- name: iteboshi
|
| 9 |
+
results: []
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# iteboshi
|
| 16 |
+
|
| 17 |
+
This model was trained from scratch on an unknown dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 1.1515
|
| 20 |
+
- Wer: inf
|
| 21 |
+
|
| 22 |
+
## Model description
|
| 23 |
+
|
| 24 |
+
More information needed
|
| 25 |
+
|
| 26 |
+
## Intended uses & limitations
|
| 27 |
+
|
| 28 |
+
More information needed
|
| 29 |
+
|
| 30 |
+
## Training and evaluation data
|
| 31 |
+
|
| 32 |
+
More information needed
|
| 33 |
+
|
| 34 |
+
## Training procedure
|
| 35 |
+
|
| 36 |
+
### Training hyperparameters
|
| 37 |
+
|
| 38 |
+
The following hyperparameters were used during training:
|
| 39 |
+
- learning_rate: 2e-05
|
| 40 |
+
- train_batch_size: 12
|
| 41 |
+
- eval_batch_size: 12
|
| 42 |
+
- seed: 42
|
| 43 |
+
- gradient_accumulation_steps: 4
|
| 44 |
+
- total_train_batch_size: 48
|
| 45 |
+
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 46 |
+
- lr_scheduler_type: linear
|
| 47 |
+
- lr_scheduler_warmup_steps: 500
|
| 48 |
+
- training_steps: 10000
|
| 49 |
+
- mixed_precision_training: Native AMP
|
| 50 |
+
|
| 51 |
+
### Training results
|
| 52 |
+
|
| 53 |
+
| Training Loss | Epoch | Step | Validation Loss | Wer |
|
| 54 |
+
|:-------------:|:-------:|:-----:|:---------------:|:---:|
|
| 55 |
+
| 1.834 | 1.6507 | 1000 | 1.9117 | inf |
|
| 56 |
+
| 0.9955 | 3.3006 | 2000 | 1.2766 | inf |
|
| 57 |
+
| 0.7584 | 4.9513 | 3000 | 1.1081 | inf |
|
| 58 |
+
| 0.5473 | 6.6012 | 4000 | 1.0569 | inf |
|
| 59 |
+
| 0.4191 | 8.2510 | 5000 | 1.0568 | inf |
|
| 60 |
+
| 0.3167 | 9.9017 | 6000 | 1.0609 | inf |
|
| 61 |
+
| 0.2322 | 11.5516 | 7000 | 1.0933 | inf |
|
| 62 |
+
| 0.1913 | 13.2015 | 8000 | 1.1227 | inf |
|
| 63 |
+
| 0.1424 | 14.8522 | 9000 | 1.1418 | inf |
|
| 64 |
+
| 0.1615 | 16.5021 | 10000 | 1.1515 | inf |
|
| 65 |
+
|
| 66 |
+
|
| 67 |
+
### Framework versions
|
| 68 |
+
|
| 69 |
+
- Transformers 4.48.3
|
| 70 |
+
- Pytorch 2.6.0+cu124
|
| 71 |
+
- Datasets 3.5.0
|
| 72 |
+
- Tokenizers 0.21.1
|
all_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 16.50206440957886,
|
| 3 |
+
"total_flos": 1.949150849531904e+19,
|
| 4 |
+
"train_loss": 0.8644906110763549,
|
| 5 |
+
"train_runtime": 22776.5193,
|
| 6 |
+
"train_samples_per_second": 21.074,
|
| 7 |
+
"train_steps_per_second": 0.439
|
| 8 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,167 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"alignment_heads": [
|
| 3 |
+
[
|
| 4 |
+
3,
|
| 5 |
+
1
|
| 6 |
+
],
|
| 7 |
+
[
|
| 8 |
+
4,
|
| 9 |
+
2
|
| 10 |
+
],
|
| 11 |
+
[
|
| 12 |
+
4,
|
| 13 |
+
3
|
| 14 |
+
],
|
| 15 |
+
[
|
| 16 |
+
4,
|
| 17 |
+
7
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
5,
|
| 21 |
+
1
|
| 22 |
+
],
|
| 23 |
+
[
|
| 24 |
+
5,
|
| 25 |
+
2
|
| 26 |
+
],
|
| 27 |
+
[
|
| 28 |
+
5,
|
| 29 |
+
4
|
| 30 |
+
],
|
| 31 |
+
[
|
| 32 |
+
5,
|
| 33 |
+
6
|
| 34 |
+
]
|
| 35 |
+
],
|
| 36 |
+
"begin_suppress_tokens": [
|
| 37 |
+
220,
|
| 38 |
+
50257
|
| 39 |
+
],
|
| 40 |
+
"bos_token_id": 50257,
|
| 41 |
+
"decoder_start_token_id": 50258,
|
| 42 |
+
"eos_token_id": 50257,
|
| 43 |
+
"forced_decoder_ids": [
|
| 44 |
+
[
|
| 45 |
+
1,
|
| 46 |
+
null
|
| 47 |
+
],
|
| 48 |
+
[
|
| 49 |
+
2,
|
| 50 |
+
50359
|
| 51 |
+
]
|
| 52 |
+
],
|
| 53 |
+
"is_multilingual": true,
|
| 54 |
+
"lang_to_id": {
|
| 55 |
+
"<|af|>": 50327,
|
| 56 |
+
"<|am|>": 50334,
|
| 57 |
+
"<|ar|>": 50272,
|
| 58 |
+
"<|as|>": 50350,
|
| 59 |
+
"<|az|>": 50304,
|
| 60 |
+
"<|ba|>": 50355,
|
| 61 |
+
"<|be|>": 50330,
|
| 62 |
+
"<|bg|>": 50292,
|
| 63 |
+
"<|bn|>": 50302,
|
| 64 |
+
"<|bo|>": 50347,
|
| 65 |
+
"<|br|>": 50309,
|
| 66 |
+
"<|bs|>": 50315,
|
| 67 |
+
"<|ca|>": 50270,
|
| 68 |
+
"<|cs|>": 50283,
|
| 69 |
+
"<|cy|>": 50297,
|
| 70 |
+
"<|da|>": 50285,
|
| 71 |
+
"<|de|>": 50261,
|
| 72 |
+
"<|el|>": 50281,
|
| 73 |
+
"<|en|>": 50259,
|
| 74 |
+
"<|es|>": 50262,
|
| 75 |
+
"<|et|>": 50307,
|
| 76 |
+
"<|eu|>": 50310,
|
| 77 |
+
"<|fa|>": 50300,
|
| 78 |
+
"<|fi|>": 50277,
|
| 79 |
+
"<|fo|>": 50338,
|
| 80 |
+
"<|fr|>": 50265,
|
| 81 |
+
"<|gl|>": 50319,
|
| 82 |
+
"<|gu|>": 50333,
|
| 83 |
+
"<|haw|>": 50352,
|
| 84 |
+
"<|ha|>": 50354,
|
| 85 |
+
"<|he|>": 50279,
|
| 86 |
+
"<|hi|>": 50276,
|
| 87 |
+
"<|hr|>": 50291,
|
| 88 |
+
"<|ht|>": 50339,
|
| 89 |
+
"<|hu|>": 50286,
|
| 90 |
+
"<|hy|>": 50312,
|
| 91 |
+
"<|id|>": 50275,
|
| 92 |
+
"<|is|>": 50311,
|
| 93 |
+
"<|it|>": 50274,
|
| 94 |
+
"<|ja|>": 50266,
|
| 95 |
+
"<|jw|>": 50356,
|
| 96 |
+
"<|ka|>": 50329,
|
| 97 |
+
"<|kk|>": 50316,
|
| 98 |
+
"<|km|>": 50323,
|
| 99 |
+
"<|kn|>": 50306,
|
| 100 |
+
"<|ko|>": 50264,
|
| 101 |
+
"<|la|>": 50294,
|
| 102 |
+
"<|lb|>": 50345,
|
| 103 |
+
"<|ln|>": 50353,
|
| 104 |
+
"<|lo|>": 50336,
|
| 105 |
+
"<|lt|>": 50293,
|
| 106 |
+
"<|lv|>": 50301,
|
| 107 |
+
"<|mg|>": 50349,
|
| 108 |
+
"<|mi|>": 50295,
|
| 109 |
+
"<|mk|>": 50308,
|
| 110 |
+
"<|ml|>": 50296,
|
| 111 |
+
"<|mn|>": 50314,
|
| 112 |
+
"<|mr|>": 50320,
|
| 113 |
+
"<|ms|>": 50282,
|
| 114 |
+
"<|mt|>": 50343,
|
| 115 |
+
"<|my|>": 50346,
|
| 116 |
+
"<|ne|>": 50313,
|
| 117 |
+
"<|nl|>": 50271,
|
| 118 |
+
"<|nn|>": 50342,
|
| 119 |
+
"<|no|>": 50288,
|
| 120 |
+
"<|oc|>": 50328,
|
| 121 |
+
"<|pa|>": 50321,
|
| 122 |
+
"<|pl|>": 50269,
|
| 123 |
+
"<|ps|>": 50340,
|
| 124 |
+
"<|pt|>": 50267,
|
| 125 |
+
"<|ro|>": 50284,
|
| 126 |
+
"<|ru|>": 50263,
|
| 127 |
+
"<|sa|>": 50344,
|
| 128 |
+
"<|sd|>": 50332,
|
| 129 |
+
"<|si|>": 50322,
|
| 130 |
+
"<|sk|>": 50298,
|
| 131 |
+
"<|sl|>": 50305,
|
| 132 |
+
"<|sn|>": 50324,
|
| 133 |
+
"<|so|>": 50326,
|
| 134 |
+
"<|sq|>": 50317,
|
| 135 |
+
"<|sr|>": 50303,
|
| 136 |
+
"<|su|>": 50357,
|
| 137 |
+
"<|sv|>": 50273,
|
| 138 |
+
"<|sw|>": 50318,
|
| 139 |
+
"<|ta|>": 50287,
|
| 140 |
+
"<|te|>": 50299,
|
| 141 |
+
"<|tg|>": 50331,
|
| 142 |
+
"<|th|>": 50289,
|
| 143 |
+
"<|tk|>": 50341,
|
| 144 |
+
"<|tl|>": 50348,
|
| 145 |
+
"<|tr|>": 50268,
|
| 146 |
+
"<|tt|>": 50351,
|
| 147 |
+
"<|uk|>": 50280,
|
| 148 |
+
"<|ur|>": 50290,
|
| 149 |
+
"<|uz|>": 50337,
|
| 150 |
+
"<|vi|>": 50278,
|
| 151 |
+
"<|yi|>": 50335,
|
| 152 |
+
"<|yo|>": 50325,
|
| 153 |
+
"<|zh|>": 50260
|
| 154 |
+
},
|
| 155 |
+
"max_initial_timestamp_index": 50,
|
| 156 |
+
"max_length": 448,
|
| 157 |
+
"no_timestamps_token_id": 50363,
|
| 158 |
+
"pad_token_id": 50257,
|
| 159 |
+
"prev_sot_token_id": 50361,
|
| 160 |
+
"return_timestamps": false,
|
| 161 |
+
"suppress_tokens": [],
|
| 162 |
+
"task_to_id": {
|
| 163 |
+
"transcribe": 50359,
|
| 164 |
+
"translate": 50358
|
| 165 |
+
},
|
| 166 |
+
"transformers_version": "4.48.3"
|
| 167 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 16.50206440957886,
|
| 3 |
+
"total_flos": 1.949150849531904e+19,
|
| 4 |
+
"train_loss": 0.8644906110763549,
|
| 5 |
+
"train_runtime": 22776.5193,
|
| 6 |
+
"train_samples_per_second": 21.074,
|
| 7 |
+
"train_steps_per_second": 0.439
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2932 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": Infinity,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 16.50206440957886,
|
| 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": 0.04128819157720892,
|
| 13 |
+
"grad_norm": 48.47208786010742,
|
| 14 |
+
"learning_rate": 1.0000000000000002e-06,
|
| 15 |
+
"loss": 17.3809,
|
| 16 |
+
"step": 25
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.08257638315441784,
|
| 20 |
+
"grad_norm": 52.7760009765625,
|
| 21 |
+
"learning_rate": 1.9600000000000003e-06,
|
| 22 |
+
"loss": 15.9672,
|
| 23 |
+
"step": 50
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.12386457473162675,
|
| 27 |
+
"grad_norm": 64.02676391601562,
|
| 28 |
+
"learning_rate": 2.96e-06,
|
| 29 |
+
"loss": 12.6576,
|
| 30 |
+
"step": 75
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.16515276630883569,
|
| 34 |
+
"grad_norm": 26.37363052368164,
|
| 35 |
+
"learning_rate": 3.96e-06,
|
| 36 |
+
"loss": 8.293,
|
| 37 |
+
"step": 100
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.20644095788604458,
|
| 41 |
+
"grad_norm": 12.368265151977539,
|
| 42 |
+
"learning_rate": 4.960000000000001e-06,
|
| 43 |
+
"loss": 6.2484,
|
| 44 |
+
"step": 125
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.2477291494632535,
|
| 48 |
+
"grad_norm": 9.140127182006836,
|
| 49 |
+
"learning_rate": 5.9600000000000005e-06,
|
| 50 |
+
"loss": 5.0845,
|
| 51 |
+
"step": 150
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.28901734104046245,
|
| 55 |
+
"grad_norm": 8.285837173461914,
|
| 56 |
+
"learning_rate": 6.96e-06,
|
| 57 |
+
"loss": 4.5217,
|
| 58 |
+
"step": 175
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 0.33030553261767137,
|
| 62 |
+
"grad_norm": 8.110857009887695,
|
| 63 |
+
"learning_rate": 7.960000000000002e-06,
|
| 64 |
+
"loss": 4.2152,
|
| 65 |
+
"step": 200
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 0.37159372419488024,
|
| 69 |
+
"grad_norm": 8.587676048278809,
|
| 70 |
+
"learning_rate": 8.96e-06,
|
| 71 |
+
"loss": 4.095,
|
| 72 |
+
"step": 225
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 0.41288191577208916,
|
| 76 |
+
"grad_norm": 8.696348190307617,
|
| 77 |
+
"learning_rate": 9.960000000000001e-06,
|
| 78 |
+
"loss": 3.9265,
|
| 79 |
+
"step": 250
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 0.4541701073492981,
|
| 83 |
+
"grad_norm": 8.708649635314941,
|
| 84 |
+
"learning_rate": 1.0960000000000002e-05,
|
| 85 |
+
"loss": 3.7976,
|
| 86 |
+
"step": 275
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.495458298926507,
|
| 90 |
+
"grad_norm": 8.679261207580566,
|
| 91 |
+
"learning_rate": 1.196e-05,
|
| 92 |
+
"loss": 3.7627,
|
| 93 |
+
"step": 300
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.5367464905037159,
|
| 97 |
+
"grad_norm": 9.209630012512207,
|
| 98 |
+
"learning_rate": 1.2960000000000001e-05,
|
| 99 |
+
"loss": 3.6967,
|
| 100 |
+
"step": 325
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 0.5780346820809249,
|
| 104 |
+
"grad_norm": 8.386543273925781,
|
| 105 |
+
"learning_rate": 1.396e-05,
|
| 106 |
+
"loss": 3.6216,
|
| 107 |
+
"step": 350
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 0.6193228736581338,
|
| 111 |
+
"grad_norm": 8.898401260375977,
|
| 112 |
+
"learning_rate": 1.496e-05,
|
| 113 |
+
"loss": 3.5456,
|
| 114 |
+
"step": 375
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 0.6606110652353427,
|
| 118 |
+
"grad_norm": 7.772883415222168,
|
| 119 |
+
"learning_rate": 1.5960000000000003e-05,
|
| 120 |
+
"loss": 3.4954,
|
| 121 |
+
"step": 400
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 0.7018992568125516,
|
| 125 |
+
"grad_norm": 8.508569717407227,
|
| 126 |
+
"learning_rate": 1.696e-05,
|
| 127 |
+
"loss": 3.4144,
|
| 128 |
+
"step": 425
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.7431874483897605,
|
| 132 |
+
"grad_norm": 7.907943248748779,
|
| 133 |
+
"learning_rate": 1.796e-05,
|
| 134 |
+
"loss": 3.3481,
|
| 135 |
+
"step": 450
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.7844756399669695,
|
| 139 |
+
"grad_norm": 8.553926467895508,
|
| 140 |
+
"learning_rate": 1.896e-05,
|
| 141 |
+
"loss": 3.3021,
|
| 142 |
+
"step": 475
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 0.8257638315441783,
|
| 146 |
+
"grad_norm": 9.033528327941895,
|
| 147 |
+
"learning_rate": 1.9960000000000002e-05,
|
| 148 |
+
"loss": 3.2553,
|
| 149 |
+
"step": 500
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.8670520231213873,
|
| 153 |
+
"grad_norm": 8.92698860168457,
|
| 154 |
+
"learning_rate": 1.9949473684210527e-05,
|
| 155 |
+
"loss": 3.1524,
|
| 156 |
+
"step": 525
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 0.9083402146985962,
|
| 160 |
+
"grad_norm": 9.119793891906738,
|
| 161 |
+
"learning_rate": 1.989684210526316e-05,
|
| 162 |
+
"loss": 3.034,
|
| 163 |
+
"step": 550
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 0.9496284062758051,
|
| 167 |
+
"grad_norm": 10.161808967590332,
|
| 168 |
+
"learning_rate": 1.984421052631579e-05,
|
| 169 |
+
"loss": 2.9658,
|
| 170 |
+
"step": 575
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 0.990916597853014,
|
| 174 |
+
"grad_norm": 9.213955879211426,
|
| 175 |
+
"learning_rate": 1.9791578947368423e-05,
|
| 176 |
+
"loss": 2.8887,
|
| 177 |
+
"step": 600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 1.0313790255986788,
|
| 181 |
+
"grad_norm": 8.941823959350586,
|
| 182 |
+
"learning_rate": 1.9738947368421057e-05,
|
| 183 |
+
"loss": 2.719,
|
| 184 |
+
"step": 625
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 1.0726672171758878,
|
| 188 |
+
"grad_norm": 8.994600296020508,
|
| 189 |
+
"learning_rate": 1.9686315789473687e-05,
|
| 190 |
+
"loss": 2.6422,
|
| 191 |
+
"step": 650
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 1.1139554087530965,
|
| 195 |
+
"grad_norm": 10.292838096618652,
|
| 196 |
+
"learning_rate": 1.9633684210526316e-05,
|
| 197 |
+
"loss": 2.5674,
|
| 198 |
+
"step": 675
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 1.1552436003303055,
|
| 202 |
+
"grad_norm": 10.515816688537598,
|
| 203 |
+
"learning_rate": 1.958105263157895e-05,
|
| 204 |
+
"loss": 2.5031,
|
| 205 |
+
"step": 700
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"epoch": 1.1965317919075145,
|
| 209 |
+
"grad_norm": 9.79793643951416,
|
| 210 |
+
"learning_rate": 1.952842105263158e-05,
|
| 211 |
+
"loss": 2.3914,
|
| 212 |
+
"step": 725
|
| 213 |
+
},
|
| 214 |
+
{
|
| 215 |
+
"epoch": 1.2378199834847234,
|
| 216 |
+
"grad_norm": 9.563103675842285,
|
| 217 |
+
"learning_rate": 1.9475789473684213e-05,
|
| 218 |
+
"loss": 2.3986,
|
| 219 |
+
"step": 750
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 1.2791081750619324,
|
| 223 |
+
"grad_norm": 9.516156196594238,
|
| 224 |
+
"learning_rate": 1.9423157894736843e-05,
|
| 225 |
+
"loss": 2.2832,
|
| 226 |
+
"step": 775
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 1.3203963666391412,
|
| 230 |
+
"grad_norm": 9.650139808654785,
|
| 231 |
+
"learning_rate": 1.9370526315789476e-05,
|
| 232 |
+
"loss": 2.252,
|
| 233 |
+
"step": 800
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 1.3616845582163501,
|
| 237 |
+
"grad_norm": 9.165299415588379,
|
| 238 |
+
"learning_rate": 1.9317894736842106e-05,
|
| 239 |
+
"loss": 2.1517,
|
| 240 |
+
"step": 825
|
| 241 |
+
},
|
| 242 |
+
{
|
| 243 |
+
"epoch": 1.402972749793559,
|
| 244 |
+
"grad_norm": 9.827438354492188,
|
| 245 |
+
"learning_rate": 1.926526315789474e-05,
|
| 246 |
+
"loss": 2.1643,
|
| 247 |
+
"step": 850
|
| 248 |
+
},
|
| 249 |
+
{
|
| 250 |
+
"epoch": 1.4442609413707679,
|
| 251 |
+
"grad_norm": 9.822501182556152,
|
| 252 |
+
"learning_rate": 1.921263157894737e-05,
|
| 253 |
+
"loss": 2.0519,
|
| 254 |
+
"step": 875
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 1.4855491329479769,
|
| 258 |
+
"grad_norm": 10.055537223815918,
|
| 259 |
+
"learning_rate": 1.916e-05,
|
| 260 |
+
"loss": 2.0872,
|
| 261 |
+
"step": 900
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 1.5268373245251858,
|
| 265 |
+
"grad_norm": 9.642505645751953,
|
| 266 |
+
"learning_rate": 1.9107368421052633e-05,
|
| 267 |
+
"loss": 1.999,
|
| 268 |
+
"step": 925
|
| 269 |
+
},
|
| 270 |
+
{
|
| 271 |
+
"epoch": 1.5681255161023948,
|
| 272 |
+
"grad_norm": 9.428027153015137,
|
| 273 |
+
"learning_rate": 1.9054736842105263e-05,
|
| 274 |
+
"loss": 1.954,
|
| 275 |
+
"step": 950
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 1.6094137076796038,
|
| 279 |
+
"grad_norm": 8.909976959228516,
|
| 280 |
+
"learning_rate": 1.9002105263157896e-05,
|
| 281 |
+
"loss": 1.9201,
|
| 282 |
+
"step": 975
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 1.6507018992568125,
|
| 286 |
+
"grad_norm": 9.313642501831055,
|
| 287 |
+
"learning_rate": 1.894947368421053e-05,
|
| 288 |
+
"loss": 1.834,
|
| 289 |
+
"step": 1000
|
| 290 |
+
},
|
| 291 |
+
{
|
| 292 |
+
"epoch": 1.6507018992568125,
|
| 293 |
+
"eval_loss": 1.9117295742034912,
|
| 294 |
+
"eval_runtime": 784.2462,
|
| 295 |
+
"eval_samples_per_second": 13.492,
|
| 296 |
+
"eval_steps_per_second": 1.125,
|
| 297 |
+
"eval_wer": Infinity,
|
| 298 |
+
"step": 1000
|
| 299 |
+
},
|
| 300 |
+
{
|
| 301 |
+
"epoch": 1.6919900908340215,
|
| 302 |
+
"grad_norm": 9.633246421813965,
|
| 303 |
+
"learning_rate": 1.889684210526316e-05,
|
| 304 |
+
"loss": 1.8354,
|
| 305 |
+
"step": 1025
|
| 306 |
+
},
|
| 307 |
+
{
|
| 308 |
+
"epoch": 1.7332782824112303,
|
| 309 |
+
"grad_norm": 9.896079063415527,
|
| 310 |
+
"learning_rate": 1.8844210526315793e-05,
|
| 311 |
+
"loss": 1.7921,
|
| 312 |
+
"step": 1050
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 1.7745664739884393,
|
| 316 |
+
"grad_norm": 9.53538703918457,
|
| 317 |
+
"learning_rate": 1.8791578947368423e-05,
|
| 318 |
+
"loss": 1.7655,
|
| 319 |
+
"step": 1075
|
| 320 |
+
},
|
| 321 |
+
{
|
| 322 |
+
"epoch": 1.8158546655656482,
|
| 323 |
+
"grad_norm": 9.284989356994629,
|
| 324 |
+
"learning_rate": 1.8738947368421056e-05,
|
| 325 |
+
"loss": 1.7743,
|
| 326 |
+
"step": 1100
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 1.8571428571428572,
|
| 330 |
+
"grad_norm": 10.101766586303711,
|
| 331 |
+
"learning_rate": 1.8686315789473686e-05,
|
| 332 |
+
"loss": 1.7346,
|
| 333 |
+
"step": 1125
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 1.8984310487200662,
|
| 337 |
+
"grad_norm": 8.92200756072998,
|
| 338 |
+
"learning_rate": 1.8633684210526316e-05,
|
| 339 |
+
"loss": 1.6885,
|
| 340 |
+
"step": 1150
|
| 341 |
+
},
|
| 342 |
+
{
|
| 343 |
+
"epoch": 1.939719240297275,
|
| 344 |
+
"grad_norm": 9.907315254211426,
|
| 345 |
+
"learning_rate": 1.858105263157895e-05,
|
| 346 |
+
"loss": 1.6912,
|
| 347 |
+
"step": 1175
|
| 348 |
+
},
|
| 349 |
+
{
|
| 350 |
+
"epoch": 1.981007431874484,
|
| 351 |
+
"grad_norm": 9.401750564575195,
|
| 352 |
+
"learning_rate": 1.852842105263158e-05,
|
| 353 |
+
"loss": 1.6279,
|
| 354 |
+
"step": 1200
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"epoch": 2.0214698596201486,
|
| 358 |
+
"grad_norm": 10.461494445800781,
|
| 359 |
+
"learning_rate": 1.8475789473684212e-05,
|
| 360 |
+
"loss": 1.5268,
|
| 361 |
+
"step": 1225
|
| 362 |
+
},
|
| 363 |
+
{
|
| 364 |
+
"epoch": 2.0627580511973576,
|
| 365 |
+
"grad_norm": 8.997374534606934,
|
| 366 |
+
"learning_rate": 1.8423157894736842e-05,
|
| 367 |
+
"loss": 1.4142,
|
| 368 |
+
"step": 1250
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"epoch": 2.1040462427745665,
|
| 372 |
+
"grad_norm": 9.4984712600708,
|
| 373 |
+
"learning_rate": 1.8370526315789476e-05,
|
| 374 |
+
"loss": 1.4769,
|
| 375 |
+
"step": 1275
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"epoch": 2.1453344343517755,
|
| 379 |
+
"grad_norm": 9.436307907104492,
|
| 380 |
+
"learning_rate": 1.831789473684211e-05,
|
| 381 |
+
"loss": 1.4284,
|
| 382 |
+
"step": 1300
|
| 383 |
+
},
|
| 384 |
+
{
|
| 385 |
+
"epoch": 2.1866226259289845,
|
| 386 |
+
"grad_norm": 9.324549674987793,
|
| 387 |
+
"learning_rate": 1.826526315789474e-05,
|
| 388 |
+
"loss": 1.4117,
|
| 389 |
+
"step": 1325
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 2.227910817506193,
|
| 393 |
+
"grad_norm": 9.608540534973145,
|
| 394 |
+
"learning_rate": 1.821263157894737e-05,
|
| 395 |
+
"loss": 1.4093,
|
| 396 |
+
"step": 1350
|
| 397 |
+
},
|
| 398 |
+
{
|
| 399 |
+
"epoch": 2.269199009083402,
|
| 400 |
+
"grad_norm": 8.661190032958984,
|
| 401 |
+
"learning_rate": 1.8160000000000002e-05,
|
| 402 |
+
"loss": 1.3663,
|
| 403 |
+
"step": 1375
|
| 404 |
+
},
|
| 405 |
+
{
|
| 406 |
+
"epoch": 2.310487200660611,
|
| 407 |
+
"grad_norm": 9.19803524017334,
|
| 408 |
+
"learning_rate": 1.8107368421052632e-05,
|
| 409 |
+
"loss": 1.3647,
|
| 410 |
+
"step": 1400
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"epoch": 2.35177539223782,
|
| 414 |
+
"grad_norm": 9.229018211364746,
|
| 415 |
+
"learning_rate": 1.8054736842105266e-05,
|
| 416 |
+
"loss": 1.3282,
|
| 417 |
+
"step": 1425
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 2.393063583815029,
|
| 421 |
+
"grad_norm": 9.667059898376465,
|
| 422 |
+
"learning_rate": 1.8002105263157896e-05,
|
| 423 |
+
"loss": 1.3098,
|
| 424 |
+
"step": 1450
|
| 425 |
+
},
|
| 426 |
+
{
|
| 427 |
+
"epoch": 2.434351775392238,
|
| 428 |
+
"grad_norm": 8.727728843688965,
|
| 429 |
+
"learning_rate": 1.794947368421053e-05,
|
| 430 |
+
"loss": 1.3246,
|
| 431 |
+
"step": 1475
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"epoch": 2.475639966969447,
|
| 435 |
+
"grad_norm": 9.386205673217773,
|
| 436 |
+
"learning_rate": 1.789684210526316e-05,
|
| 437 |
+
"loss": 1.2703,
|
| 438 |
+
"step": 1500
|
| 439 |
+
},
|
| 440 |
+
{
|
| 441 |
+
"epoch": 2.516928158546656,
|
| 442 |
+
"grad_norm": 9.435502052307129,
|
| 443 |
+
"learning_rate": 1.7844210526315792e-05,
|
| 444 |
+
"loss": 1.3239,
|
| 445 |
+
"step": 1525
|
| 446 |
+
},
|
| 447 |
+
{
|
| 448 |
+
"epoch": 2.558216350123865,
|
| 449 |
+
"grad_norm": 8.652278900146484,
|
| 450 |
+
"learning_rate": 1.7791578947368422e-05,
|
| 451 |
+
"loss": 1.2833,
|
| 452 |
+
"step": 1550
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"epoch": 2.5995045417010734,
|
| 456 |
+
"grad_norm": 8.806912422180176,
|
| 457 |
+
"learning_rate": 1.7738947368421052e-05,
|
| 458 |
+
"loss": 1.2917,
|
| 459 |
+
"step": 1575
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"epoch": 2.6407927332782823,
|
| 463 |
+
"grad_norm": 9.386215209960938,
|
| 464 |
+
"learning_rate": 1.7686315789473685e-05,
|
| 465 |
+
"loss": 1.2775,
|
| 466 |
+
"step": 1600
|
| 467 |
+
},
|
| 468 |
+
{
|
| 469 |
+
"epoch": 2.6820809248554913,
|
| 470 |
+
"grad_norm": 8.931626319885254,
|
| 471 |
+
"learning_rate": 1.7633684210526315e-05,
|
| 472 |
+
"loss": 1.2501,
|
| 473 |
+
"step": 1625
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 2.7233691164327003,
|
| 477 |
+
"grad_norm": 8.861407279968262,
|
| 478 |
+
"learning_rate": 1.758105263157895e-05,
|
| 479 |
+
"loss": 1.2031,
|
| 480 |
+
"step": 1650
|
| 481 |
+
},
|
| 482 |
+
{
|
| 483 |
+
"epoch": 2.7646573080099093,
|
| 484 |
+
"grad_norm": 8.485048294067383,
|
| 485 |
+
"learning_rate": 1.7528421052631582e-05,
|
| 486 |
+
"loss": 1.2482,
|
| 487 |
+
"step": 1675
|
| 488 |
+
},
|
| 489 |
+
{
|
| 490 |
+
"epoch": 2.805945499587118,
|
| 491 |
+
"grad_norm": 9.203420639038086,
|
| 492 |
+
"learning_rate": 1.7475789473684212e-05,
|
| 493 |
+
"loss": 1.2105,
|
| 494 |
+
"step": 1700
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"epoch": 2.847233691164327,
|
| 498 |
+
"grad_norm": 9.27082633972168,
|
| 499 |
+
"learning_rate": 1.7423157894736845e-05,
|
| 500 |
+
"loss": 1.2441,
|
| 501 |
+
"step": 1725
|
| 502 |
+
},
|
| 503 |
+
{
|
| 504 |
+
"epoch": 2.8885218827415358,
|
| 505 |
+
"grad_norm": 9.1829833984375,
|
| 506 |
+
"learning_rate": 1.7370526315789475e-05,
|
| 507 |
+
"loss": 1.2006,
|
| 508 |
+
"step": 1750
|
| 509 |
+
},
|
| 510 |
+
{
|
| 511 |
+
"epoch": 2.9298100743187447,
|
| 512 |
+
"grad_norm": 8.873353958129883,
|
| 513 |
+
"learning_rate": 1.731789473684211e-05,
|
| 514 |
+
"loss": 1.167,
|
| 515 |
+
"step": 1775
|
| 516 |
+
},
|
| 517 |
+
{
|
| 518 |
+
"epoch": 2.9710982658959537,
|
| 519 |
+
"grad_norm": 8.414481163024902,
|
| 520 |
+
"learning_rate": 1.726526315789474e-05,
|
| 521 |
+
"loss": 1.162,
|
| 522 |
+
"step": 1800
|
| 523 |
+
},
|
| 524 |
+
{
|
| 525 |
+
"epoch": 3.0115606936416186,
|
| 526 |
+
"grad_norm": 8.181883811950684,
|
| 527 |
+
"learning_rate": 1.721263157894737e-05,
|
| 528 |
+
"loss": 1.1539,
|
| 529 |
+
"step": 1825
|
| 530 |
+
},
|
| 531 |
+
{
|
| 532 |
+
"epoch": 3.0528488852188276,
|
| 533 |
+
"grad_norm": 8.511463165283203,
|
| 534 |
+
"learning_rate": 1.7160000000000002e-05,
|
| 535 |
+
"loss": 1.0424,
|
| 536 |
+
"step": 1850
|
| 537 |
+
},
|
| 538 |
+
{
|
| 539 |
+
"epoch": 3.094137076796036,
|
| 540 |
+
"grad_norm": 8.532715797424316,
|
| 541 |
+
"learning_rate": 1.710736842105263e-05,
|
| 542 |
+
"loss": 1.0293,
|
| 543 |
+
"step": 1875
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 3.135425268373245,
|
| 547 |
+
"grad_norm": 7.531360149383545,
|
| 548 |
+
"learning_rate": 1.7054736842105265e-05,
|
| 549 |
+
"loss": 0.997,
|
| 550 |
+
"step": 1900
|
| 551 |
+
},
|
| 552 |
+
{
|
| 553 |
+
"epoch": 3.176713459950454,
|
| 554 |
+
"grad_norm": 8.686123847961426,
|
| 555 |
+
"learning_rate": 1.7002105263157895e-05,
|
| 556 |
+
"loss": 1.0264,
|
| 557 |
+
"step": 1925
|
| 558 |
+
},
|
| 559 |
+
{
|
| 560 |
+
"epoch": 3.218001651527663,
|
| 561 |
+
"grad_norm": 8.670825958251953,
|
| 562 |
+
"learning_rate": 1.6949473684210528e-05,
|
| 563 |
+
"loss": 1.0235,
|
| 564 |
+
"step": 1950
|
| 565 |
+
},
|
| 566 |
+
{
|
| 567 |
+
"epoch": 3.259289843104872,
|
| 568 |
+
"grad_norm": 9.212960243225098,
|
| 569 |
+
"learning_rate": 1.689684210526316e-05,
|
| 570 |
+
"loss": 1.0109,
|
| 571 |
+
"step": 1975
|
| 572 |
+
},
|
| 573 |
+
{
|
| 574 |
+
"epoch": 3.300578034682081,
|
| 575 |
+
"grad_norm": 7.840266704559326,
|
| 576 |
+
"learning_rate": 1.684421052631579e-05,
|
| 577 |
+
"loss": 0.9955,
|
| 578 |
+
"step": 2000
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
+
"epoch": 3.300578034682081,
|
| 582 |
+
"eval_loss": 1.2765947580337524,
|
| 583 |
+
"eval_runtime": 710.8083,
|
| 584 |
+
"eval_samples_per_second": 14.886,
|
| 585 |
+
"eval_steps_per_second": 1.241,
|
| 586 |
+
"eval_wer": Infinity,
|
| 587 |
+
"step": 2000
|
| 588 |
+
},
|
| 589 |
+
{
|
| 590 |
+
"epoch": 3.34186622625929,
|
| 591 |
+
"grad_norm": 7.762492656707764,
|
| 592 |
+
"learning_rate": 1.6791578947368425e-05,
|
| 593 |
+
"loss": 0.9837,
|
| 594 |
+
"step": 2025
|
| 595 |
+
},
|
| 596 |
+
{
|
| 597 |
+
"epoch": 3.383154417836499,
|
| 598 |
+
"grad_norm": 8.323661804199219,
|
| 599 |
+
"learning_rate": 1.6738947368421055e-05,
|
| 600 |
+
"loss": 1.0037,
|
| 601 |
+
"step": 2050
|
| 602 |
+
},
|
| 603 |
+
{
|
| 604 |
+
"epoch": 3.424442609413708,
|
| 605 |
+
"grad_norm": 9.538601875305176,
|
| 606 |
+
"learning_rate": 1.6686315789473685e-05,
|
| 607 |
+
"loss": 1.0539,
|
| 608 |
+
"step": 2075
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 3.4657308009909165,
|
| 612 |
+
"grad_norm": 7.49852180480957,
|
| 613 |
+
"learning_rate": 1.6633684210526318e-05,
|
| 614 |
+
"loss": 0.9676,
|
| 615 |
+
"step": 2100
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 3.5070189925681254,
|
| 619 |
+
"grad_norm": 8.388888359069824,
|
| 620 |
+
"learning_rate": 1.6581052631578948e-05,
|
| 621 |
+
"loss": 1.0012,
|
| 622 |
+
"step": 2125
|
| 623 |
+
},
|
| 624 |
+
{
|
| 625 |
+
"epoch": 3.5483071841453344,
|
| 626 |
+
"grad_norm": 8.11563491821289,
|
| 627 |
+
"learning_rate": 1.652842105263158e-05,
|
| 628 |
+
"loss": 1.0151,
|
| 629 |
+
"step": 2150
|
| 630 |
+
},
|
| 631 |
+
{
|
| 632 |
+
"epoch": 3.5895953757225434,
|
| 633 |
+
"grad_norm": 8.094681739807129,
|
| 634 |
+
"learning_rate": 1.647578947368421e-05,
|
| 635 |
+
"loss": 0.9746,
|
| 636 |
+
"step": 2175
|
| 637 |
+
},
|
| 638 |
+
{
|
| 639 |
+
"epoch": 3.6308835672997524,
|
| 640 |
+
"grad_norm": 7.915094375610352,
|
| 641 |
+
"learning_rate": 1.6423157894736845e-05,
|
| 642 |
+
"loss": 1.0166,
|
| 643 |
+
"step": 2200
|
| 644 |
+
},
|
| 645 |
+
{
|
| 646 |
+
"epoch": 3.6721717588769613,
|
| 647 |
+
"grad_norm": 7.892699718475342,
|
| 648 |
+
"learning_rate": 1.6370526315789475e-05,
|
| 649 |
+
"loss": 0.9443,
|
| 650 |
+
"step": 2225
|
| 651 |
+
},
|
| 652 |
+
{
|
| 653 |
+
"epoch": 3.71345995045417,
|
| 654 |
+
"grad_norm": 8.693673133850098,
|
| 655 |
+
"learning_rate": 1.6317894736842105e-05,
|
| 656 |
+
"loss": 0.9299,
|
| 657 |
+
"step": 2250
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 3.754748142031379,
|
| 661 |
+
"grad_norm": 7.691691875457764,
|
| 662 |
+
"learning_rate": 1.6265263157894738e-05,
|
| 663 |
+
"loss": 0.9333,
|
| 664 |
+
"step": 2275
|
| 665 |
+
},
|
| 666 |
+
{
|
| 667 |
+
"epoch": 3.796036333608588,
|
| 668 |
+
"grad_norm": 8.604223251342773,
|
| 669 |
+
"learning_rate": 1.6212631578947368e-05,
|
| 670 |
+
"loss": 0.9782,
|
| 671 |
+
"step": 2300
|
| 672 |
+
},
|
| 673 |
+
{
|
| 674 |
+
"epoch": 3.837324525185797,
|
| 675 |
+
"grad_norm": 8.439273834228516,
|
| 676 |
+
"learning_rate": 1.616e-05,
|
| 677 |
+
"loss": 0.9229,
|
| 678 |
+
"step": 2325
|
| 679 |
+
},
|
| 680 |
+
{
|
| 681 |
+
"epoch": 3.878612716763006,
|
| 682 |
+
"grad_norm": 8.69174575805664,
|
| 683 |
+
"learning_rate": 1.6107368421052634e-05,
|
| 684 |
+
"loss": 0.9848,
|
| 685 |
+
"step": 2350
|
| 686 |
+
},
|
| 687 |
+
{
|
| 688 |
+
"epoch": 3.9199009083402148,
|
| 689 |
+
"grad_norm": 8.314153671264648,
|
| 690 |
+
"learning_rate": 1.6054736842105264e-05,
|
| 691 |
+
"loss": 0.9285,
|
| 692 |
+
"step": 2375
|
| 693 |
+
},
|
| 694 |
+
{
|
| 695 |
+
"epoch": 3.9611890999174237,
|
| 696 |
+
"grad_norm": 8.562870979309082,
|
| 697 |
+
"learning_rate": 1.6002105263157898e-05,
|
| 698 |
+
"loss": 0.9432,
|
| 699 |
+
"step": 2400
|
| 700 |
+
},
|
| 701 |
+
{
|
| 702 |
+
"epoch": 4.001651527663088,
|
| 703 |
+
"grad_norm": 7.700297832489014,
|
| 704 |
+
"learning_rate": 1.5949473684210528e-05,
|
| 705 |
+
"loss": 0.9091,
|
| 706 |
+
"step": 2425
|
| 707 |
+
},
|
| 708 |
+
{
|
| 709 |
+
"epoch": 4.042939719240297,
|
| 710 |
+
"grad_norm": 8.673540115356445,
|
| 711 |
+
"learning_rate": 1.589684210526316e-05,
|
| 712 |
+
"loss": 0.8088,
|
| 713 |
+
"step": 2450
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"epoch": 4.084227910817506,
|
| 717 |
+
"grad_norm": 7.37542724609375,
|
| 718 |
+
"learning_rate": 1.584421052631579e-05,
|
| 719 |
+
"loss": 0.7986,
|
| 720 |
+
"step": 2475
|
| 721 |
+
},
|
| 722 |
+
{
|
| 723 |
+
"epoch": 4.125516102394715,
|
| 724 |
+
"grad_norm": 6.779449462890625,
|
| 725 |
+
"learning_rate": 1.579157894736842e-05,
|
| 726 |
+
"loss": 0.8114,
|
| 727 |
+
"step": 2500
|
| 728 |
+
},
|
| 729 |
+
{
|
| 730 |
+
"epoch": 4.166804293971924,
|
| 731 |
+
"grad_norm": 7.313191890716553,
|
| 732 |
+
"learning_rate": 1.5738947368421054e-05,
|
| 733 |
+
"loss": 0.8089,
|
| 734 |
+
"step": 2525
|
| 735 |
+
},
|
| 736 |
+
{
|
| 737 |
+
"epoch": 4.208092485549133,
|
| 738 |
+
"grad_norm": 6.947272777557373,
|
| 739 |
+
"learning_rate": 1.5686315789473684e-05,
|
| 740 |
+
"loss": 0.778,
|
| 741 |
+
"step": 2550
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 4.249380677126342,
|
| 745 |
+
"grad_norm": 8.322178840637207,
|
| 746 |
+
"learning_rate": 1.5633684210526318e-05,
|
| 747 |
+
"loss": 0.7897,
|
| 748 |
+
"step": 2575
|
| 749 |
+
},
|
| 750 |
+
{
|
| 751 |
+
"epoch": 4.290668868703551,
|
| 752 |
+
"grad_norm": 8.319843292236328,
|
| 753 |
+
"learning_rate": 1.5581052631578947e-05,
|
| 754 |
+
"loss": 0.8583,
|
| 755 |
+
"step": 2600
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"epoch": 4.33195706028076,
|
| 759 |
+
"grad_norm": 7.782474994659424,
|
| 760 |
+
"learning_rate": 1.552842105263158e-05,
|
| 761 |
+
"loss": 0.8077,
|
| 762 |
+
"step": 2625
|
| 763 |
+
},
|
| 764 |
+
{
|
| 765 |
+
"epoch": 4.373245251857969,
|
| 766 |
+
"grad_norm": 8.119930267333984,
|
| 767 |
+
"learning_rate": 1.547578947368421e-05,
|
| 768 |
+
"loss": 0.807,
|
| 769 |
+
"step": 2650
|
| 770 |
+
},
|
| 771 |
+
{
|
| 772 |
+
"epoch": 4.414533443435178,
|
| 773 |
+
"grad_norm": 10.038588523864746,
|
| 774 |
+
"learning_rate": 1.5423157894736844e-05,
|
| 775 |
+
"loss": 0.8248,
|
| 776 |
+
"step": 2675
|
| 777 |
+
},
|
| 778 |
+
{
|
| 779 |
+
"epoch": 4.455821635012386,
|
| 780 |
+
"grad_norm": 7.1363115310668945,
|
| 781 |
+
"learning_rate": 1.5370526315789477e-05,
|
| 782 |
+
"loss": 0.8092,
|
| 783 |
+
"step": 2700
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 4.497109826589595,
|
| 787 |
+
"grad_norm": 8.094152450561523,
|
| 788 |
+
"learning_rate": 1.5317894736842107e-05,
|
| 789 |
+
"loss": 0.8386,
|
| 790 |
+
"step": 2725
|
| 791 |
+
},
|
| 792 |
+
{
|
| 793 |
+
"epoch": 4.538398018166804,
|
| 794 |
+
"grad_norm": 8.467181205749512,
|
| 795 |
+
"learning_rate": 1.5265263157894737e-05,
|
| 796 |
+
"loss": 0.802,
|
| 797 |
+
"step": 2750
|
| 798 |
+
},
|
| 799 |
+
{
|
| 800 |
+
"epoch": 4.579686209744013,
|
| 801 |
+
"grad_norm": 9.26181697845459,
|
| 802 |
+
"learning_rate": 1.521263157894737e-05,
|
| 803 |
+
"loss": 0.8057,
|
| 804 |
+
"step": 2775
|
| 805 |
+
},
|
| 806 |
+
{
|
| 807 |
+
"epoch": 4.620974401321222,
|
| 808 |
+
"grad_norm": 8.754571914672852,
|
| 809 |
+
"learning_rate": 1.516e-05,
|
| 810 |
+
"loss": 0.7905,
|
| 811 |
+
"step": 2800
|
| 812 |
+
},
|
| 813 |
+
{
|
| 814 |
+
"epoch": 4.662262592898431,
|
| 815 |
+
"grad_norm": 7.060452461242676,
|
| 816 |
+
"learning_rate": 1.5107368421052632e-05,
|
| 817 |
+
"loss": 0.7644,
|
| 818 |
+
"step": 2825
|
| 819 |
+
},
|
| 820 |
+
{
|
| 821 |
+
"epoch": 4.70355078447564,
|
| 822 |
+
"grad_norm": 8.613765716552734,
|
| 823 |
+
"learning_rate": 1.5054736842105264e-05,
|
| 824 |
+
"loss": 0.7676,
|
| 825 |
+
"step": 2850
|
| 826 |
+
},
|
| 827 |
+
{
|
| 828 |
+
"epoch": 4.744838976052849,
|
| 829 |
+
"grad_norm": 7.17141056060791,
|
| 830 |
+
"learning_rate": 1.5002105263157895e-05,
|
| 831 |
+
"loss": 0.7648,
|
| 832 |
+
"step": 2875
|
| 833 |
+
},
|
| 834 |
+
{
|
| 835 |
+
"epoch": 4.786127167630058,
|
| 836 |
+
"grad_norm": 8.803303718566895,
|
| 837 |
+
"learning_rate": 1.4949473684210527e-05,
|
| 838 |
+
"loss": 0.8048,
|
| 839 |
+
"step": 2900
|
| 840 |
+
},
|
| 841 |
+
{
|
| 842 |
+
"epoch": 4.827415359207267,
|
| 843 |
+
"grad_norm": 7.4490203857421875,
|
| 844 |
+
"learning_rate": 1.4896842105263159e-05,
|
| 845 |
+
"loss": 0.78,
|
| 846 |
+
"step": 2925
|
| 847 |
+
},
|
| 848 |
+
{
|
| 849 |
+
"epoch": 4.868703550784476,
|
| 850 |
+
"grad_norm": 8.119257926940918,
|
| 851 |
+
"learning_rate": 1.484421052631579e-05,
|
| 852 |
+
"loss": 0.7647,
|
| 853 |
+
"step": 2950
|
| 854 |
+
},
|
| 855 |
+
{
|
| 856 |
+
"epoch": 4.909991742361685,
|
| 857 |
+
"grad_norm": 7.520335674285889,
|
| 858 |
+
"learning_rate": 1.4791578947368422e-05,
|
| 859 |
+
"loss": 0.772,
|
| 860 |
+
"step": 2975
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"epoch": 4.951279933938894,
|
| 864 |
+
"grad_norm": 7.8852219581604,
|
| 865 |
+
"learning_rate": 1.4738947368421055e-05,
|
| 866 |
+
"loss": 0.7584,
|
| 867 |
+
"step": 3000
|
| 868 |
+
},
|
| 869 |
+
{
|
| 870 |
+
"epoch": 4.951279933938894,
|
| 871 |
+
"eval_loss": 1.1080505847930908,
|
| 872 |
+
"eval_runtime": 699.2603,
|
| 873 |
+
"eval_samples_per_second": 15.132,
|
| 874 |
+
"eval_steps_per_second": 1.261,
|
| 875 |
+
"eval_wer": Infinity,
|
| 876 |
+
"step": 3000
|
| 877 |
+
},
|
| 878 |
+
{
|
| 879 |
+
"epoch": 4.992568125516103,
|
| 880 |
+
"grad_norm": 8.253033638000488,
|
| 881 |
+
"learning_rate": 1.4686315789473687e-05,
|
| 882 |
+
"loss": 0.7497,
|
| 883 |
+
"step": 3025
|
| 884 |
+
},
|
| 885 |
+
{
|
| 886 |
+
"epoch": 5.033030553261767,
|
| 887 |
+
"grad_norm": 7.215710163116455,
|
| 888 |
+
"learning_rate": 1.4633684210526317e-05,
|
| 889 |
+
"loss": 0.6874,
|
| 890 |
+
"step": 3050
|
| 891 |
+
},
|
| 892 |
+
{
|
| 893 |
+
"epoch": 5.074318744838976,
|
| 894 |
+
"grad_norm": 7.491812229156494,
|
| 895 |
+
"learning_rate": 1.4581052631578949e-05,
|
| 896 |
+
"loss": 0.6607,
|
| 897 |
+
"step": 3075
|
| 898 |
+
},
|
| 899 |
+
{
|
| 900 |
+
"epoch": 5.115606936416185,
|
| 901 |
+
"grad_norm": 7.644138813018799,
|
| 902 |
+
"learning_rate": 1.452842105263158e-05,
|
| 903 |
+
"loss": 0.6834,
|
| 904 |
+
"step": 3100
|
| 905 |
+
},
|
| 906 |
+
{
|
| 907 |
+
"epoch": 5.156895127993394,
|
| 908 |
+
"grad_norm": 7.1401686668396,
|
| 909 |
+
"learning_rate": 1.4475789473684212e-05,
|
| 910 |
+
"loss": 0.6667,
|
| 911 |
+
"step": 3125
|
| 912 |
+
},
|
| 913 |
+
{
|
| 914 |
+
"epoch": 5.198183319570603,
|
| 915 |
+
"grad_norm": 7.159341335296631,
|
| 916 |
+
"learning_rate": 1.4423157894736843e-05,
|
| 917 |
+
"loss": 0.6706,
|
| 918 |
+
"step": 3150
|
| 919 |
+
},
|
| 920 |
+
{
|
| 921 |
+
"epoch": 5.239471511147812,
|
| 922 |
+
"grad_norm": 6.769131660461426,
|
| 923 |
+
"learning_rate": 1.4370526315789475e-05,
|
| 924 |
+
"loss": 0.6508,
|
| 925 |
+
"step": 3175
|
| 926 |
+
},
|
| 927 |
+
{
|
| 928 |
+
"epoch": 5.280759702725021,
|
| 929 |
+
"grad_norm": 7.549663543701172,
|
| 930 |
+
"learning_rate": 1.4317894736842107e-05,
|
| 931 |
+
"loss": 0.6674,
|
| 932 |
+
"step": 3200
|
| 933 |
+
},
|
| 934 |
+
{
|
| 935 |
+
"epoch": 5.32204789430223,
|
| 936 |
+
"grad_norm": 7.3631720542907715,
|
| 937 |
+
"learning_rate": 1.4265263157894738e-05,
|
| 938 |
+
"loss": 0.6401,
|
| 939 |
+
"step": 3225
|
| 940 |
+
},
|
| 941 |
+
{
|
| 942 |
+
"epoch": 5.363336085879438,
|
| 943 |
+
"grad_norm": 7.147627353668213,
|
| 944 |
+
"learning_rate": 1.4212631578947368e-05,
|
| 945 |
+
"loss": 0.6805,
|
| 946 |
+
"step": 3250
|
| 947 |
+
},
|
| 948 |
+
{
|
| 949 |
+
"epoch": 5.404624277456647,
|
| 950 |
+
"grad_norm": 7.807270050048828,
|
| 951 |
+
"learning_rate": 1.416e-05,
|
| 952 |
+
"loss": 0.6333,
|
| 953 |
+
"step": 3275
|
| 954 |
+
},
|
| 955 |
+
{
|
| 956 |
+
"epoch": 5.445912469033856,
|
| 957 |
+
"grad_norm": 7.820711612701416,
|
| 958 |
+
"learning_rate": 1.4107368421052632e-05,
|
| 959 |
+
"loss": 0.7001,
|
| 960 |
+
"step": 3300
|
| 961 |
+
},
|
| 962 |
+
{
|
| 963 |
+
"epoch": 5.487200660611065,
|
| 964 |
+
"grad_norm": 8.526030540466309,
|
| 965 |
+
"learning_rate": 1.4054736842105263e-05,
|
| 966 |
+
"loss": 0.6728,
|
| 967 |
+
"step": 3325
|
| 968 |
+
},
|
| 969 |
+
{
|
| 970 |
+
"epoch": 5.528488852188274,
|
| 971 |
+
"grad_norm": 6.857508659362793,
|
| 972 |
+
"learning_rate": 1.4002105263157897e-05,
|
| 973 |
+
"loss": 0.6425,
|
| 974 |
+
"step": 3350
|
| 975 |
+
},
|
| 976 |
+
{
|
| 977 |
+
"epoch": 5.569777043765483,
|
| 978 |
+
"grad_norm": 6.723370552062988,
|
| 979 |
+
"learning_rate": 1.3949473684210528e-05,
|
| 980 |
+
"loss": 0.6616,
|
| 981 |
+
"step": 3375
|
| 982 |
+
},
|
| 983 |
+
{
|
| 984 |
+
"epoch": 5.611065235342692,
|
| 985 |
+
"grad_norm": 7.373733043670654,
|
| 986 |
+
"learning_rate": 1.389684210526316e-05,
|
| 987 |
+
"loss": 0.6609,
|
| 988 |
+
"step": 3400
|
| 989 |
+
},
|
| 990 |
+
{
|
| 991 |
+
"epoch": 5.652353426919901,
|
| 992 |
+
"grad_norm": 7.192294120788574,
|
| 993 |
+
"learning_rate": 1.3844210526315791e-05,
|
| 994 |
+
"loss": 0.6413,
|
| 995 |
+
"step": 3425
|
| 996 |
+
},
|
| 997 |
+
{
|
| 998 |
+
"epoch": 5.69364161849711,
|
| 999 |
+
"grad_norm": 6.876883029937744,
|
| 1000 |
+
"learning_rate": 1.3791578947368423e-05,
|
| 1001 |
+
"loss": 0.648,
|
| 1002 |
+
"step": 3450
|
| 1003 |
+
},
|
| 1004 |
+
{
|
| 1005 |
+
"epoch": 5.734929810074319,
|
| 1006 |
+
"grad_norm": 7.807666301727295,
|
| 1007 |
+
"learning_rate": 1.3738947368421055e-05,
|
| 1008 |
+
"loss": 0.6643,
|
| 1009 |
+
"step": 3475
|
| 1010 |
+
},
|
| 1011 |
+
{
|
| 1012 |
+
"epoch": 5.776218001651528,
|
| 1013 |
+
"grad_norm": 7.850846767425537,
|
| 1014 |
+
"learning_rate": 1.3686315789473685e-05,
|
| 1015 |
+
"loss": 0.6469,
|
| 1016 |
+
"step": 3500
|
| 1017 |
+
},
|
| 1018 |
+
{
|
| 1019 |
+
"epoch": 5.817506193228737,
|
| 1020 |
+
"grad_norm": 7.765756607055664,
|
| 1021 |
+
"learning_rate": 1.3633684210526316e-05,
|
| 1022 |
+
"loss": 0.6642,
|
| 1023 |
+
"step": 3525
|
| 1024 |
+
},
|
| 1025 |
+
{
|
| 1026 |
+
"epoch": 5.858794384805946,
|
| 1027 |
+
"grad_norm": 7.8592915534973145,
|
| 1028 |
+
"learning_rate": 1.3581052631578948e-05,
|
| 1029 |
+
"loss": 0.6531,
|
| 1030 |
+
"step": 3550
|
| 1031 |
+
},
|
| 1032 |
+
{
|
| 1033 |
+
"epoch": 5.900082576383154,
|
| 1034 |
+
"grad_norm": 7.569016456604004,
|
| 1035 |
+
"learning_rate": 1.352842105263158e-05,
|
| 1036 |
+
"loss": 0.646,
|
| 1037 |
+
"step": 3575
|
| 1038 |
+
},
|
| 1039 |
+
{
|
| 1040 |
+
"epoch": 5.941370767960363,
|
| 1041 |
+
"grad_norm": 6.537998199462891,
|
| 1042 |
+
"learning_rate": 1.3475789473684211e-05,
|
| 1043 |
+
"loss": 0.609,
|
| 1044 |
+
"step": 3600
|
| 1045 |
+
},
|
| 1046 |
+
{
|
| 1047 |
+
"epoch": 5.982658959537572,
|
| 1048 |
+
"grad_norm": 7.915237903594971,
|
| 1049 |
+
"learning_rate": 1.3423157894736843e-05,
|
| 1050 |
+
"loss": 0.6304,
|
| 1051 |
+
"step": 3625
|
| 1052 |
+
},
|
| 1053 |
+
{
|
| 1054 |
+
"epoch": 6.023121387283237,
|
| 1055 |
+
"grad_norm": 7.4267683029174805,
|
| 1056 |
+
"learning_rate": 1.3370526315789475e-05,
|
| 1057 |
+
"loss": 0.5556,
|
| 1058 |
+
"step": 3650
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"epoch": 6.064409578860446,
|
| 1062 |
+
"grad_norm": 6.749971389770508,
|
| 1063 |
+
"learning_rate": 1.3317894736842108e-05,
|
| 1064 |
+
"loss": 0.5266,
|
| 1065 |
+
"step": 3675
|
| 1066 |
+
},
|
| 1067 |
+
{
|
| 1068 |
+
"epoch": 6.105697770437655,
|
| 1069 |
+
"grad_norm": 6.487602233886719,
|
| 1070 |
+
"learning_rate": 1.326526315789474e-05,
|
| 1071 |
+
"loss": 0.5717,
|
| 1072 |
+
"step": 3700
|
| 1073 |
+
},
|
| 1074 |
+
{
|
| 1075 |
+
"epoch": 6.146985962014864,
|
| 1076 |
+
"grad_norm": 6.367309093475342,
|
| 1077 |
+
"learning_rate": 1.321263157894737e-05,
|
| 1078 |
+
"loss": 0.5661,
|
| 1079 |
+
"step": 3725
|
| 1080 |
+
},
|
| 1081 |
+
{
|
| 1082 |
+
"epoch": 6.188274153592072,
|
| 1083 |
+
"grad_norm": 6.503593444824219,
|
| 1084 |
+
"learning_rate": 1.3160000000000001e-05,
|
| 1085 |
+
"loss": 0.552,
|
| 1086 |
+
"step": 3750
|
| 1087 |
+
},
|
| 1088 |
+
{
|
| 1089 |
+
"epoch": 6.229562345169281,
|
| 1090 |
+
"grad_norm": 6.83872127532959,
|
| 1091 |
+
"learning_rate": 1.3107368421052633e-05,
|
| 1092 |
+
"loss": 0.57,
|
| 1093 |
+
"step": 3775
|
| 1094 |
+
},
|
| 1095 |
+
{
|
| 1096 |
+
"epoch": 6.27085053674649,
|
| 1097 |
+
"grad_norm": 6.761080741882324,
|
| 1098 |
+
"learning_rate": 1.3054736842105264e-05,
|
| 1099 |
+
"loss": 0.5332,
|
| 1100 |
+
"step": 3800
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 6.312138728323699,
|
| 1104 |
+
"grad_norm": 7.023492336273193,
|
| 1105 |
+
"learning_rate": 1.3002105263157896e-05,
|
| 1106 |
+
"loss": 0.5588,
|
| 1107 |
+
"step": 3825
|
| 1108 |
+
},
|
| 1109 |
+
{
|
| 1110 |
+
"epoch": 6.353426919900908,
|
| 1111 |
+
"grad_norm": 7.079690933227539,
|
| 1112 |
+
"learning_rate": 1.2949473684210528e-05,
|
| 1113 |
+
"loss": 0.5471,
|
| 1114 |
+
"step": 3850
|
| 1115 |
+
},
|
| 1116 |
+
{
|
| 1117 |
+
"epoch": 6.394715111478117,
|
| 1118 |
+
"grad_norm": 7.1418633460998535,
|
| 1119 |
+
"learning_rate": 1.289684210526316e-05,
|
| 1120 |
+
"loss": 0.5471,
|
| 1121 |
+
"step": 3875
|
| 1122 |
+
},
|
| 1123 |
+
{
|
| 1124 |
+
"epoch": 6.436003303055326,
|
| 1125 |
+
"grad_norm": 6.428386211395264,
|
| 1126 |
+
"learning_rate": 1.2844210526315791e-05,
|
| 1127 |
+
"loss": 0.5519,
|
| 1128 |
+
"step": 3900
|
| 1129 |
+
},
|
| 1130 |
+
{
|
| 1131 |
+
"epoch": 6.477291494632535,
|
| 1132 |
+
"grad_norm": 6.753655910491943,
|
| 1133 |
+
"learning_rate": 1.279157894736842e-05,
|
| 1134 |
+
"loss": 0.5745,
|
| 1135 |
+
"step": 3925
|
| 1136 |
+
},
|
| 1137 |
+
{
|
| 1138 |
+
"epoch": 6.518579686209744,
|
| 1139 |
+
"grad_norm": 6.977758407592773,
|
| 1140 |
+
"learning_rate": 1.2738947368421052e-05,
|
| 1141 |
+
"loss": 0.5657,
|
| 1142 |
+
"step": 3950
|
| 1143 |
+
},
|
| 1144 |
+
{
|
| 1145 |
+
"epoch": 6.559867877786953,
|
| 1146 |
+
"grad_norm": 6.839511394500732,
|
| 1147 |
+
"learning_rate": 1.2686315789473684e-05,
|
| 1148 |
+
"loss": 0.5432,
|
| 1149 |
+
"step": 3975
|
| 1150 |
+
},
|
| 1151 |
+
{
|
| 1152 |
+
"epoch": 6.601156069364162,
|
| 1153 |
+
"grad_norm": 7.744399547576904,
|
| 1154 |
+
"learning_rate": 1.2633684210526316e-05,
|
| 1155 |
+
"loss": 0.5473,
|
| 1156 |
+
"step": 4000
|
| 1157 |
+
},
|
| 1158 |
+
{
|
| 1159 |
+
"epoch": 6.601156069364162,
|
| 1160 |
+
"eval_loss": 1.056926965713501,
|
| 1161 |
+
"eval_runtime": 696.4132,
|
| 1162 |
+
"eval_samples_per_second": 15.194,
|
| 1163 |
+
"eval_steps_per_second": 1.266,
|
| 1164 |
+
"eval_wer": Infinity,
|
| 1165 |
+
"step": 4000
|
| 1166 |
+
},
|
| 1167 |
+
{
|
| 1168 |
+
"epoch": 6.642444260941371,
|
| 1169 |
+
"grad_norm": 7.011012077331543,
|
| 1170 |
+
"learning_rate": 1.2581052631578949e-05,
|
| 1171 |
+
"loss": 0.5369,
|
| 1172 |
+
"step": 4025
|
| 1173 |
+
},
|
| 1174 |
+
{
|
| 1175 |
+
"epoch": 6.68373245251858,
|
| 1176 |
+
"grad_norm": 8.44078540802002,
|
| 1177 |
+
"learning_rate": 1.252842105263158e-05,
|
| 1178 |
+
"loss": 0.5776,
|
| 1179 |
+
"step": 4050
|
| 1180 |
+
},
|
| 1181 |
+
{
|
| 1182 |
+
"epoch": 6.725020644095789,
|
| 1183 |
+
"grad_norm": 7.306187629699707,
|
| 1184 |
+
"learning_rate": 1.2475789473684212e-05,
|
| 1185 |
+
"loss": 0.5903,
|
| 1186 |
+
"step": 4075
|
| 1187 |
+
},
|
| 1188 |
+
{
|
| 1189 |
+
"epoch": 6.766308835672998,
|
| 1190 |
+
"grad_norm": 6.952062606811523,
|
| 1191 |
+
"learning_rate": 1.2423157894736844e-05,
|
| 1192 |
+
"loss": 0.55,
|
| 1193 |
+
"step": 4100
|
| 1194 |
+
},
|
| 1195 |
+
{
|
| 1196 |
+
"epoch": 6.807597027250207,
|
| 1197 |
+
"grad_norm": 6.906418323516846,
|
| 1198 |
+
"learning_rate": 1.2370526315789476e-05,
|
| 1199 |
+
"loss": 0.528,
|
| 1200 |
+
"step": 4125
|
| 1201 |
+
},
|
| 1202 |
+
{
|
| 1203 |
+
"epoch": 6.848885218827416,
|
| 1204 |
+
"grad_norm": 7.448940277099609,
|
| 1205 |
+
"learning_rate": 1.2317894736842107e-05,
|
| 1206 |
+
"loss": 0.5505,
|
| 1207 |
+
"step": 4150
|
| 1208 |
+
},
|
| 1209 |
+
{
|
| 1210 |
+
"epoch": 6.890173410404624,
|
| 1211 |
+
"grad_norm": 7.480178356170654,
|
| 1212 |
+
"learning_rate": 1.2265263157894737e-05,
|
| 1213 |
+
"loss": 0.5409,
|
| 1214 |
+
"step": 4175
|
| 1215 |
+
},
|
| 1216 |
+
{
|
| 1217 |
+
"epoch": 6.931461601981833,
|
| 1218 |
+
"grad_norm": 7.500922679901123,
|
| 1219 |
+
"learning_rate": 1.2212631578947369e-05,
|
| 1220 |
+
"loss": 0.5136,
|
| 1221 |
+
"step": 4200
|
| 1222 |
+
},
|
| 1223 |
+
{
|
| 1224 |
+
"epoch": 6.972749793559042,
|
| 1225 |
+
"grad_norm": 6.731492042541504,
|
| 1226 |
+
"learning_rate": 1.216e-05,
|
| 1227 |
+
"loss": 0.534,
|
| 1228 |
+
"step": 4225
|
| 1229 |
+
},
|
| 1230 |
+
{
|
| 1231 |
+
"epoch": 7.013212221304707,
|
| 1232 |
+
"grad_norm": 5.806182861328125,
|
| 1233 |
+
"learning_rate": 1.2107368421052632e-05,
|
| 1234 |
+
"loss": 0.4876,
|
| 1235 |
+
"step": 4250
|
| 1236 |
+
},
|
| 1237 |
+
{
|
| 1238 |
+
"epoch": 7.054500412881916,
|
| 1239 |
+
"grad_norm": 6.7710089683532715,
|
| 1240 |
+
"learning_rate": 1.2054736842105264e-05,
|
| 1241 |
+
"loss": 0.4452,
|
| 1242 |
+
"step": 4275
|
| 1243 |
+
},
|
| 1244 |
+
{
|
| 1245 |
+
"epoch": 7.095788604459124,
|
| 1246 |
+
"grad_norm": 7.5482563972473145,
|
| 1247 |
+
"learning_rate": 1.2002105263157895e-05,
|
| 1248 |
+
"loss": 0.4388,
|
| 1249 |
+
"step": 4300
|
| 1250 |
+
},
|
| 1251 |
+
{
|
| 1252 |
+
"epoch": 7.137076796036333,
|
| 1253 |
+
"grad_norm": 5.3507537841796875,
|
| 1254 |
+
"learning_rate": 1.1949473684210527e-05,
|
| 1255 |
+
"loss": 0.4572,
|
| 1256 |
+
"step": 4325
|
| 1257 |
+
},
|
| 1258 |
+
{
|
| 1259 |
+
"epoch": 7.178364987613542,
|
| 1260 |
+
"grad_norm": 6.261397838592529,
|
| 1261 |
+
"learning_rate": 1.189684210526316e-05,
|
| 1262 |
+
"loss": 0.46,
|
| 1263 |
+
"step": 4350
|
| 1264 |
+
},
|
| 1265 |
+
{
|
| 1266 |
+
"epoch": 7.219653179190751,
|
| 1267 |
+
"grad_norm": 7.379156589508057,
|
| 1268 |
+
"learning_rate": 1.1844210526315792e-05,
|
| 1269 |
+
"loss": 0.4595,
|
| 1270 |
+
"step": 4375
|
| 1271 |
+
},
|
| 1272 |
+
{
|
| 1273 |
+
"epoch": 7.26094137076796,
|
| 1274 |
+
"grad_norm": 6.441304683685303,
|
| 1275 |
+
"learning_rate": 1.1791578947368424e-05,
|
| 1276 |
+
"loss": 0.4623,
|
| 1277 |
+
"step": 4400
|
| 1278 |
+
},
|
| 1279 |
+
{
|
| 1280 |
+
"epoch": 7.302229562345169,
|
| 1281 |
+
"grad_norm": 6.100840091705322,
|
| 1282 |
+
"learning_rate": 1.1738947368421054e-05,
|
| 1283 |
+
"loss": 0.4686,
|
| 1284 |
+
"step": 4425
|
| 1285 |
+
},
|
| 1286 |
+
{
|
| 1287 |
+
"epoch": 7.343517753922378,
|
| 1288 |
+
"grad_norm": 6.594038486480713,
|
| 1289 |
+
"learning_rate": 1.1686315789473685e-05,
|
| 1290 |
+
"loss": 0.4638,
|
| 1291 |
+
"step": 4450
|
| 1292 |
+
},
|
| 1293 |
+
{
|
| 1294 |
+
"epoch": 7.384805945499587,
|
| 1295 |
+
"grad_norm": 6.223761558532715,
|
| 1296 |
+
"learning_rate": 1.1633684210526317e-05,
|
| 1297 |
+
"loss": 0.4687,
|
| 1298 |
+
"step": 4475
|
| 1299 |
+
},
|
| 1300 |
+
{
|
| 1301 |
+
"epoch": 7.426094137076796,
|
| 1302 |
+
"grad_norm": 5.7157063484191895,
|
| 1303 |
+
"learning_rate": 1.1581052631578948e-05,
|
| 1304 |
+
"loss": 0.4475,
|
| 1305 |
+
"step": 4500
|
| 1306 |
+
},
|
| 1307 |
+
{
|
| 1308 |
+
"epoch": 7.467382328654005,
|
| 1309 |
+
"grad_norm": 7.293723106384277,
|
| 1310 |
+
"learning_rate": 1.152842105263158e-05,
|
| 1311 |
+
"loss": 0.4725,
|
| 1312 |
+
"step": 4525
|
| 1313 |
+
},
|
| 1314 |
+
{
|
| 1315 |
+
"epoch": 7.508670520231214,
|
| 1316 |
+
"grad_norm": 6.591246604919434,
|
| 1317 |
+
"learning_rate": 1.1475789473684212e-05,
|
| 1318 |
+
"loss": 0.4783,
|
| 1319 |
+
"step": 4550
|
| 1320 |
+
},
|
| 1321 |
+
{
|
| 1322 |
+
"epoch": 7.549958711808423,
|
| 1323 |
+
"grad_norm": 7.094688415527344,
|
| 1324 |
+
"learning_rate": 1.1423157894736843e-05,
|
| 1325 |
+
"loss": 0.4521,
|
| 1326 |
+
"step": 4575
|
| 1327 |
+
},
|
| 1328 |
+
{
|
| 1329 |
+
"epoch": 7.591246903385632,
|
| 1330 |
+
"grad_norm": 7.4666595458984375,
|
| 1331 |
+
"learning_rate": 1.1370526315789473e-05,
|
| 1332 |
+
"loss": 0.4679,
|
| 1333 |
+
"step": 4600
|
| 1334 |
+
},
|
| 1335 |
+
{
|
| 1336 |
+
"epoch": 7.632535094962841,
|
| 1337 |
+
"grad_norm": 6.891570568084717,
|
| 1338 |
+
"learning_rate": 1.1317894736842105e-05,
|
| 1339 |
+
"loss": 0.469,
|
| 1340 |
+
"step": 4625
|
| 1341 |
+
},
|
| 1342 |
+
{
|
| 1343 |
+
"epoch": 7.673823286540049,
|
| 1344 |
+
"grad_norm": 7.736660003662109,
|
| 1345 |
+
"learning_rate": 1.1265263157894737e-05,
|
| 1346 |
+
"loss": 0.4874,
|
| 1347 |
+
"step": 4650
|
| 1348 |
+
},
|
| 1349 |
+
{
|
| 1350 |
+
"epoch": 7.715111478117258,
|
| 1351 |
+
"grad_norm": 7.7448248863220215,
|
| 1352 |
+
"learning_rate": 1.1212631578947368e-05,
|
| 1353 |
+
"loss": 0.4516,
|
| 1354 |
+
"step": 4675
|
| 1355 |
+
},
|
| 1356 |
+
{
|
| 1357 |
+
"epoch": 7.756399669694467,
|
| 1358 |
+
"grad_norm": 6.311560153961182,
|
| 1359 |
+
"learning_rate": 1.1160000000000002e-05,
|
| 1360 |
+
"loss": 0.4642,
|
| 1361 |
+
"step": 4700
|
| 1362 |
+
},
|
| 1363 |
+
{
|
| 1364 |
+
"epoch": 7.797687861271676,
|
| 1365 |
+
"grad_norm": 7.201409816741943,
|
| 1366 |
+
"learning_rate": 1.1107368421052633e-05,
|
| 1367 |
+
"loss": 0.4545,
|
| 1368 |
+
"step": 4725
|
| 1369 |
+
},
|
| 1370 |
+
{
|
| 1371 |
+
"epoch": 7.838976052848885,
|
| 1372 |
+
"grad_norm": 6.123779773712158,
|
| 1373 |
+
"learning_rate": 1.1054736842105265e-05,
|
| 1374 |
+
"loss": 0.4287,
|
| 1375 |
+
"step": 4750
|
| 1376 |
+
},
|
| 1377 |
+
{
|
| 1378 |
+
"epoch": 7.880264244426094,
|
| 1379 |
+
"grad_norm": 7.237743377685547,
|
| 1380 |
+
"learning_rate": 1.1002105263157896e-05,
|
| 1381 |
+
"loss": 0.4993,
|
| 1382 |
+
"step": 4775
|
| 1383 |
+
},
|
| 1384 |
+
{
|
| 1385 |
+
"epoch": 7.921552436003303,
|
| 1386 |
+
"grad_norm": 6.445917129516602,
|
| 1387 |
+
"learning_rate": 1.0949473684210528e-05,
|
| 1388 |
+
"loss": 0.4843,
|
| 1389 |
+
"step": 4800
|
| 1390 |
+
},
|
| 1391 |
+
{
|
| 1392 |
+
"epoch": 7.962840627580512,
|
| 1393 |
+
"grad_norm": 6.234178066253662,
|
| 1394 |
+
"learning_rate": 1.089684210526316e-05,
|
| 1395 |
+
"loss": 0.4657,
|
| 1396 |
+
"step": 4825
|
| 1397 |
+
},
|
| 1398 |
+
{
|
| 1399 |
+
"epoch": 8.003303055326176,
|
| 1400 |
+
"grad_norm": 7.247951507568359,
|
| 1401 |
+
"learning_rate": 1.084421052631579e-05,
|
| 1402 |
+
"loss": 0.4923,
|
| 1403 |
+
"step": 4850
|
| 1404 |
+
},
|
| 1405 |
+
{
|
| 1406 |
+
"epoch": 8.044591246903385,
|
| 1407 |
+
"grad_norm": 5.9410223960876465,
|
| 1408 |
+
"learning_rate": 1.0791578947368421e-05,
|
| 1409 |
+
"loss": 0.3872,
|
| 1410 |
+
"step": 4875
|
| 1411 |
+
},
|
| 1412 |
+
{
|
| 1413 |
+
"epoch": 8.085879438480594,
|
| 1414 |
+
"grad_norm": 6.340057849884033,
|
| 1415 |
+
"learning_rate": 1.0738947368421053e-05,
|
| 1416 |
+
"loss": 0.3966,
|
| 1417 |
+
"step": 4900
|
| 1418 |
+
},
|
| 1419 |
+
{
|
| 1420 |
+
"epoch": 8.127167630057803,
|
| 1421 |
+
"grad_norm": 6.049722194671631,
|
| 1422 |
+
"learning_rate": 1.0686315789473685e-05,
|
| 1423 |
+
"loss": 0.3706,
|
| 1424 |
+
"step": 4925
|
| 1425 |
+
},
|
| 1426 |
+
{
|
| 1427 |
+
"epoch": 8.168455821635012,
|
| 1428 |
+
"grad_norm": 5.964404582977295,
|
| 1429 |
+
"learning_rate": 1.0633684210526316e-05,
|
| 1430 |
+
"loss": 0.3854,
|
| 1431 |
+
"step": 4950
|
| 1432 |
+
},
|
| 1433 |
+
{
|
| 1434 |
+
"epoch": 8.209744013212221,
|
| 1435 |
+
"grad_norm": 6.412349224090576,
|
| 1436 |
+
"learning_rate": 1.0581052631578948e-05,
|
| 1437 |
+
"loss": 0.3923,
|
| 1438 |
+
"step": 4975
|
| 1439 |
+
},
|
| 1440 |
+
{
|
| 1441 |
+
"epoch": 8.25103220478943,
|
| 1442 |
+
"grad_norm": 6.039672374725342,
|
| 1443 |
+
"learning_rate": 1.052842105263158e-05,
|
| 1444 |
+
"loss": 0.4191,
|
| 1445 |
+
"step": 5000
|
| 1446 |
+
},
|
| 1447 |
+
{
|
| 1448 |
+
"epoch": 8.25103220478943,
|
| 1449 |
+
"eval_loss": 1.0567598342895508,
|
| 1450 |
+
"eval_runtime": 694.1236,
|
| 1451 |
+
"eval_samples_per_second": 15.244,
|
| 1452 |
+
"eval_steps_per_second": 1.271,
|
| 1453 |
+
"eval_wer": Infinity,
|
| 1454 |
+
"step": 5000
|
| 1455 |
+
},
|
| 1456 |
+
{
|
| 1457 |
+
"epoch": 8.29232039636664,
|
| 1458 |
+
"grad_norm": 6.2119011878967285,
|
| 1459 |
+
"learning_rate": 1.047578947368421e-05,
|
| 1460 |
+
"loss": 0.3807,
|
| 1461 |
+
"step": 5025
|
| 1462 |
+
},
|
| 1463 |
+
{
|
| 1464 |
+
"epoch": 8.333608587943848,
|
| 1465 |
+
"grad_norm": 6.253497123718262,
|
| 1466 |
+
"learning_rate": 1.0423157894736844e-05,
|
| 1467 |
+
"loss": 0.3827,
|
| 1468 |
+
"step": 5050
|
| 1469 |
+
},
|
| 1470 |
+
{
|
| 1471 |
+
"epoch": 8.374896779521057,
|
| 1472 |
+
"grad_norm": 6.059364318847656,
|
| 1473 |
+
"learning_rate": 1.0370526315789476e-05,
|
| 1474 |
+
"loss": 0.389,
|
| 1475 |
+
"step": 5075
|
| 1476 |
+
},
|
| 1477 |
+
{
|
| 1478 |
+
"epoch": 8.416184971098266,
|
| 1479 |
+
"grad_norm": 5.26777982711792,
|
| 1480 |
+
"learning_rate": 1.0317894736842106e-05,
|
| 1481 |
+
"loss": 0.3998,
|
| 1482 |
+
"step": 5100
|
| 1483 |
+
},
|
| 1484 |
+
{
|
| 1485 |
+
"epoch": 8.457473162675475,
|
| 1486 |
+
"grad_norm": 5.529355525970459,
|
| 1487 |
+
"learning_rate": 1.0265263157894738e-05,
|
| 1488 |
+
"loss": 0.3954,
|
| 1489 |
+
"step": 5125
|
| 1490 |
+
},
|
| 1491 |
+
{
|
| 1492 |
+
"epoch": 8.498761354252684,
|
| 1493 |
+
"grad_norm": 6.751101016998291,
|
| 1494 |
+
"learning_rate": 1.021263157894737e-05,
|
| 1495 |
+
"loss": 0.3964,
|
| 1496 |
+
"step": 5150
|
| 1497 |
+
},
|
| 1498 |
+
{
|
| 1499 |
+
"epoch": 8.540049545829893,
|
| 1500 |
+
"grad_norm": 5.405825138092041,
|
| 1501 |
+
"learning_rate": 1.0160000000000001e-05,
|
| 1502 |
+
"loss": 0.389,
|
| 1503 |
+
"step": 5175
|
| 1504 |
+
},
|
| 1505 |
+
{
|
| 1506 |
+
"epoch": 8.581337737407102,
|
| 1507 |
+
"grad_norm": 7.287736415863037,
|
| 1508 |
+
"learning_rate": 1.0107368421052633e-05,
|
| 1509 |
+
"loss": 0.4196,
|
| 1510 |
+
"step": 5200
|
| 1511 |
+
},
|
| 1512 |
+
{
|
| 1513 |
+
"epoch": 8.622625928984311,
|
| 1514 |
+
"grad_norm": 6.384584903717041,
|
| 1515 |
+
"learning_rate": 1.0054736842105264e-05,
|
| 1516 |
+
"loss": 0.4133,
|
| 1517 |
+
"step": 5225
|
| 1518 |
+
},
|
| 1519 |
+
{
|
| 1520 |
+
"epoch": 8.66391412056152,
|
| 1521 |
+
"grad_norm": 6.451061725616455,
|
| 1522 |
+
"learning_rate": 1.0002105263157896e-05,
|
| 1523 |
+
"loss": 0.3837,
|
| 1524 |
+
"step": 5250
|
| 1525 |
+
},
|
| 1526 |
+
{
|
| 1527 |
+
"epoch": 8.705202312138729,
|
| 1528 |
+
"grad_norm": 5.920280933380127,
|
| 1529 |
+
"learning_rate": 9.949473684210526e-06,
|
| 1530 |
+
"loss": 0.4004,
|
| 1531 |
+
"step": 5275
|
| 1532 |
+
},
|
| 1533 |
+
{
|
| 1534 |
+
"epoch": 8.746490503715938,
|
| 1535 |
+
"grad_norm": 5.891169548034668,
|
| 1536 |
+
"learning_rate": 9.89684210526316e-06,
|
| 1537 |
+
"loss": 0.3932,
|
| 1538 |
+
"step": 5300
|
| 1539 |
+
},
|
| 1540 |
+
{
|
| 1541 |
+
"epoch": 8.787778695293147,
|
| 1542 |
+
"grad_norm": 6.570876598358154,
|
| 1543 |
+
"learning_rate": 9.84421052631579e-06,
|
| 1544 |
+
"loss": 0.4032,
|
| 1545 |
+
"step": 5325
|
| 1546 |
+
},
|
| 1547 |
+
{
|
| 1548 |
+
"epoch": 8.829066886870356,
|
| 1549 |
+
"grad_norm": 7.074426174163818,
|
| 1550 |
+
"learning_rate": 9.791578947368422e-06,
|
| 1551 |
+
"loss": 0.3951,
|
| 1552 |
+
"step": 5350
|
| 1553 |
+
},
|
| 1554 |
+
{
|
| 1555 |
+
"epoch": 8.870355078447563,
|
| 1556 |
+
"grad_norm": 6.7733564376831055,
|
| 1557 |
+
"learning_rate": 9.738947368421054e-06,
|
| 1558 |
+
"loss": 0.3992,
|
| 1559 |
+
"step": 5375
|
| 1560 |
+
},
|
| 1561 |
+
{
|
| 1562 |
+
"epoch": 8.911643270024772,
|
| 1563 |
+
"grad_norm": 6.8463969230651855,
|
| 1564 |
+
"learning_rate": 9.686315789473684e-06,
|
| 1565 |
+
"loss": 0.4004,
|
| 1566 |
+
"step": 5400
|
| 1567 |
+
},
|
| 1568 |
+
{
|
| 1569 |
+
"epoch": 8.952931461601981,
|
| 1570 |
+
"grad_norm": 6.444080352783203,
|
| 1571 |
+
"learning_rate": 9.633684210526316e-06,
|
| 1572 |
+
"loss": 0.3844,
|
| 1573 |
+
"step": 5425
|
| 1574 |
+
},
|
| 1575 |
+
{
|
| 1576 |
+
"epoch": 8.99421965317919,
|
| 1577 |
+
"grad_norm": 6.648684024810791,
|
| 1578 |
+
"learning_rate": 9.581052631578947e-06,
|
| 1579 |
+
"loss": 0.3962,
|
| 1580 |
+
"step": 5450
|
| 1581 |
+
},
|
| 1582 |
+
{
|
| 1583 |
+
"epoch": 9.034682080924856,
|
| 1584 |
+
"grad_norm": 5.462916851043701,
|
| 1585 |
+
"learning_rate": 9.52842105263158e-06,
|
| 1586 |
+
"loss": 0.3186,
|
| 1587 |
+
"step": 5475
|
| 1588 |
+
},
|
| 1589 |
+
{
|
| 1590 |
+
"epoch": 9.075970272502065,
|
| 1591 |
+
"grad_norm": 4.91270112991333,
|
| 1592 |
+
"learning_rate": 9.475789473684212e-06,
|
| 1593 |
+
"loss": 0.3091,
|
| 1594 |
+
"step": 5500
|
| 1595 |
+
},
|
| 1596 |
+
{
|
| 1597 |
+
"epoch": 9.117258464079274,
|
| 1598 |
+
"grad_norm": 6.3385467529296875,
|
| 1599 |
+
"learning_rate": 9.423157894736842e-06,
|
| 1600 |
+
"loss": 0.3088,
|
| 1601 |
+
"step": 5525
|
| 1602 |
+
},
|
| 1603 |
+
{
|
| 1604 |
+
"epoch": 9.158546655656481,
|
| 1605 |
+
"grad_norm": 6.092479228973389,
|
| 1606 |
+
"learning_rate": 9.370526315789474e-06,
|
| 1607 |
+
"loss": 0.3366,
|
| 1608 |
+
"step": 5550
|
| 1609 |
+
},
|
| 1610 |
+
{
|
| 1611 |
+
"epoch": 9.19983484723369,
|
| 1612 |
+
"grad_norm": 6.2821364402771,
|
| 1613 |
+
"learning_rate": 9.317894736842105e-06,
|
| 1614 |
+
"loss": 0.328,
|
| 1615 |
+
"step": 5575
|
| 1616 |
+
},
|
| 1617 |
+
{
|
| 1618 |
+
"epoch": 9.2411230388109,
|
| 1619 |
+
"grad_norm": 6.607597827911377,
|
| 1620 |
+
"learning_rate": 9.265263157894737e-06,
|
| 1621 |
+
"loss": 0.3237,
|
| 1622 |
+
"step": 5600
|
| 1623 |
+
},
|
| 1624 |
+
{
|
| 1625 |
+
"epoch": 9.282411230388108,
|
| 1626 |
+
"grad_norm": 6.044376850128174,
|
| 1627 |
+
"learning_rate": 9.21263157894737e-06,
|
| 1628 |
+
"loss": 0.3405,
|
| 1629 |
+
"step": 5625
|
| 1630 |
+
},
|
| 1631 |
+
{
|
| 1632 |
+
"epoch": 9.323699421965317,
|
| 1633 |
+
"grad_norm": 5.687169551849365,
|
| 1634 |
+
"learning_rate": 9.16e-06,
|
| 1635 |
+
"loss": 0.3433,
|
| 1636 |
+
"step": 5650
|
| 1637 |
+
},
|
| 1638 |
+
{
|
| 1639 |
+
"epoch": 9.364987613542526,
|
| 1640 |
+
"grad_norm": 6.336760997772217,
|
| 1641 |
+
"learning_rate": 9.107368421052632e-06,
|
| 1642 |
+
"loss": 0.3681,
|
| 1643 |
+
"step": 5675
|
| 1644 |
+
},
|
| 1645 |
+
{
|
| 1646 |
+
"epoch": 9.406275805119735,
|
| 1647 |
+
"grad_norm": 5.349738597869873,
|
| 1648 |
+
"learning_rate": 9.054736842105264e-06,
|
| 1649 |
+
"loss": 0.3414,
|
| 1650 |
+
"step": 5700
|
| 1651 |
+
},
|
| 1652 |
+
{
|
| 1653 |
+
"epoch": 9.447563996696944,
|
| 1654 |
+
"grad_norm": 5.843466758728027,
|
| 1655 |
+
"learning_rate": 9.002105263157895e-06,
|
| 1656 |
+
"loss": 0.3494,
|
| 1657 |
+
"step": 5725
|
| 1658 |
+
},
|
| 1659 |
+
{
|
| 1660 |
+
"epoch": 9.488852188274153,
|
| 1661 |
+
"grad_norm": 5.646897315979004,
|
| 1662 |
+
"learning_rate": 8.949473684210527e-06,
|
| 1663 |
+
"loss": 0.3491,
|
| 1664 |
+
"step": 5750
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"epoch": 9.530140379851362,
|
| 1668 |
+
"grad_norm": 6.2915472984313965,
|
| 1669 |
+
"learning_rate": 8.896842105263159e-06,
|
| 1670 |
+
"loss": 0.3627,
|
| 1671 |
+
"step": 5775
|
| 1672 |
+
},
|
| 1673 |
+
{
|
| 1674 |
+
"epoch": 9.571428571428571,
|
| 1675 |
+
"grad_norm": 5.424402236938477,
|
| 1676 |
+
"learning_rate": 8.84421052631579e-06,
|
| 1677 |
+
"loss": 0.3203,
|
| 1678 |
+
"step": 5800
|
| 1679 |
+
},
|
| 1680 |
+
{
|
| 1681 |
+
"epoch": 9.61271676300578,
|
| 1682 |
+
"grad_norm": 6.5985260009765625,
|
| 1683 |
+
"learning_rate": 8.791578947368422e-06,
|
| 1684 |
+
"loss": 0.3449,
|
| 1685 |
+
"step": 5825
|
| 1686 |
+
},
|
| 1687 |
+
{
|
| 1688 |
+
"epoch": 9.65400495458299,
|
| 1689 |
+
"grad_norm": 5.538530349731445,
|
| 1690 |
+
"learning_rate": 8.738947368421053e-06,
|
| 1691 |
+
"loss": 0.3407,
|
| 1692 |
+
"step": 5850
|
| 1693 |
+
},
|
| 1694 |
+
{
|
| 1695 |
+
"epoch": 9.695293146160198,
|
| 1696 |
+
"grad_norm": 5.327653408050537,
|
| 1697 |
+
"learning_rate": 8.686315789473685e-06,
|
| 1698 |
+
"loss": 0.3235,
|
| 1699 |
+
"step": 5875
|
| 1700 |
+
},
|
| 1701 |
+
{
|
| 1702 |
+
"epoch": 9.736581337737407,
|
| 1703 |
+
"grad_norm": 6.340036392211914,
|
| 1704 |
+
"learning_rate": 8.633684210526317e-06,
|
| 1705 |
+
"loss": 0.3595,
|
| 1706 |
+
"step": 5900
|
| 1707 |
+
},
|
| 1708 |
+
{
|
| 1709 |
+
"epoch": 9.777869529314616,
|
| 1710 |
+
"grad_norm": 5.395780086517334,
|
| 1711 |
+
"learning_rate": 8.581052631578948e-06,
|
| 1712 |
+
"loss": 0.3368,
|
| 1713 |
+
"step": 5925
|
| 1714 |
+
},
|
| 1715 |
+
{
|
| 1716 |
+
"epoch": 9.819157720891825,
|
| 1717 |
+
"grad_norm": 5.803914546966553,
|
| 1718 |
+
"learning_rate": 8.528421052631578e-06,
|
| 1719 |
+
"loss": 0.3497,
|
| 1720 |
+
"step": 5950
|
| 1721 |
+
},
|
| 1722 |
+
{
|
| 1723 |
+
"epoch": 9.860445912469034,
|
| 1724 |
+
"grad_norm": 6.23885440826416,
|
| 1725 |
+
"learning_rate": 8.475789473684212e-06,
|
| 1726 |
+
"loss": 0.3504,
|
| 1727 |
+
"step": 5975
|
| 1728 |
+
},
|
| 1729 |
+
{
|
| 1730 |
+
"epoch": 9.901734104046243,
|
| 1731 |
+
"grad_norm": 6.402750015258789,
|
| 1732 |
+
"learning_rate": 8.425263157894737e-06,
|
| 1733 |
+
"loss": 0.3167,
|
| 1734 |
+
"step": 6000
|
| 1735 |
+
},
|
| 1736 |
+
{
|
| 1737 |
+
"epoch": 9.901734104046243,
|
| 1738 |
+
"eval_loss": 1.060942530632019,
|
| 1739 |
+
"eval_runtime": 695.1498,
|
| 1740 |
+
"eval_samples_per_second": 15.221,
|
| 1741 |
+
"eval_steps_per_second": 1.269,
|
| 1742 |
+
"eval_wer": Infinity,
|
| 1743 |
+
"step": 6000
|
| 1744 |
+
},
|
| 1745 |
+
{
|
| 1746 |
+
"epoch": 9.943022295623452,
|
| 1747 |
+
"grad_norm": 5.562705993652344,
|
| 1748 |
+
"learning_rate": 8.372631578947368e-06,
|
| 1749 |
+
"loss": 0.3252,
|
| 1750 |
+
"step": 6025
|
| 1751 |
+
},
|
| 1752 |
+
{
|
| 1753 |
+
"epoch": 9.984310487200661,
|
| 1754 |
+
"grad_norm": 7.461434364318848,
|
| 1755 |
+
"learning_rate": 8.32e-06,
|
| 1756 |
+
"loss": 0.344,
|
| 1757 |
+
"step": 6050
|
| 1758 |
+
},
|
| 1759 |
+
{
|
| 1760 |
+
"epoch": 10.024772914946325,
|
| 1761 |
+
"grad_norm": 5.992921352386475,
|
| 1762 |
+
"learning_rate": 8.267368421052632e-06,
|
| 1763 |
+
"loss": 0.2875,
|
| 1764 |
+
"step": 6075
|
| 1765 |
+
},
|
| 1766 |
+
{
|
| 1767 |
+
"epoch": 10.066061106523534,
|
| 1768 |
+
"grad_norm": 4.986021995544434,
|
| 1769 |
+
"learning_rate": 8.214736842105265e-06,
|
| 1770 |
+
"loss": 0.2773,
|
| 1771 |
+
"step": 6100
|
| 1772 |
+
},
|
| 1773 |
+
{
|
| 1774 |
+
"epoch": 10.107349298100743,
|
| 1775 |
+
"grad_norm": 4.8151092529296875,
|
| 1776 |
+
"learning_rate": 8.162105263157895e-06,
|
| 1777 |
+
"loss": 0.2886,
|
| 1778 |
+
"step": 6125
|
| 1779 |
+
},
|
| 1780 |
+
{
|
| 1781 |
+
"epoch": 10.148637489677952,
|
| 1782 |
+
"grad_norm": 4.7961883544921875,
|
| 1783 |
+
"learning_rate": 8.109473684210527e-06,
|
| 1784 |
+
"loss": 0.3002,
|
| 1785 |
+
"step": 6150
|
| 1786 |
+
},
|
| 1787 |
+
{
|
| 1788 |
+
"epoch": 10.189925681255161,
|
| 1789 |
+
"grad_norm": 5.7180399894714355,
|
| 1790 |
+
"learning_rate": 8.056842105263158e-06,
|
| 1791 |
+
"loss": 0.2995,
|
| 1792 |
+
"step": 6175
|
| 1793 |
+
},
|
| 1794 |
+
{
|
| 1795 |
+
"epoch": 10.23121387283237,
|
| 1796 |
+
"grad_norm": 5.287256717681885,
|
| 1797 |
+
"learning_rate": 8.00421052631579e-06,
|
| 1798 |
+
"loss": 0.2723,
|
| 1799 |
+
"step": 6200
|
| 1800 |
+
},
|
| 1801 |
+
{
|
| 1802 |
+
"epoch": 10.27250206440958,
|
| 1803 |
+
"grad_norm": 6.107348442077637,
|
| 1804 |
+
"learning_rate": 7.951578947368421e-06,
|
| 1805 |
+
"loss": 0.2909,
|
| 1806 |
+
"step": 6225
|
| 1807 |
+
},
|
| 1808 |
+
{
|
| 1809 |
+
"epoch": 10.313790255986788,
|
| 1810 |
+
"grad_norm": 5.607096195220947,
|
| 1811 |
+
"learning_rate": 7.898947368421053e-06,
|
| 1812 |
+
"loss": 0.3019,
|
| 1813 |
+
"step": 6250
|
| 1814 |
+
},
|
| 1815 |
+
{
|
| 1816 |
+
"epoch": 10.355078447563997,
|
| 1817 |
+
"grad_norm": 5.941197872161865,
|
| 1818 |
+
"learning_rate": 7.846315789473685e-06,
|
| 1819 |
+
"loss": 0.29,
|
| 1820 |
+
"step": 6275
|
| 1821 |
+
},
|
| 1822 |
+
{
|
| 1823 |
+
"epoch": 10.396366639141206,
|
| 1824 |
+
"grad_norm": 5.736889362335205,
|
| 1825 |
+
"learning_rate": 7.793684210526316e-06,
|
| 1826 |
+
"loss": 0.3138,
|
| 1827 |
+
"step": 6300
|
| 1828 |
+
},
|
| 1829 |
+
{
|
| 1830 |
+
"epoch": 10.437654830718415,
|
| 1831 |
+
"grad_norm": 5.2913126945495605,
|
| 1832 |
+
"learning_rate": 7.741052631578948e-06,
|
| 1833 |
+
"loss": 0.28,
|
| 1834 |
+
"step": 6325
|
| 1835 |
+
},
|
| 1836 |
+
{
|
| 1837 |
+
"epoch": 10.478943022295624,
|
| 1838 |
+
"grad_norm": 5.760861396789551,
|
| 1839 |
+
"learning_rate": 7.68842105263158e-06,
|
| 1840 |
+
"loss": 0.3069,
|
| 1841 |
+
"step": 6350
|
| 1842 |
+
},
|
| 1843 |
+
{
|
| 1844 |
+
"epoch": 10.520231213872833,
|
| 1845 |
+
"grad_norm": 4.886830806732178,
|
| 1846 |
+
"learning_rate": 7.635789473684211e-06,
|
| 1847 |
+
"loss": 0.2785,
|
| 1848 |
+
"step": 6375
|
| 1849 |
+
},
|
| 1850 |
+
{
|
| 1851 |
+
"epoch": 10.561519405450042,
|
| 1852 |
+
"grad_norm": 5.5294389724731445,
|
| 1853 |
+
"learning_rate": 7.583157894736842e-06,
|
| 1854 |
+
"loss": 0.2862,
|
| 1855 |
+
"step": 6400
|
| 1856 |
+
},
|
| 1857 |
+
{
|
| 1858 |
+
"epoch": 10.602807597027251,
|
| 1859 |
+
"grad_norm": 5.370204448699951,
|
| 1860 |
+
"learning_rate": 7.5305263157894745e-06,
|
| 1861 |
+
"loss": 0.2794,
|
| 1862 |
+
"step": 6425
|
| 1863 |
+
},
|
| 1864 |
+
{
|
| 1865 |
+
"epoch": 10.64409578860446,
|
| 1866 |
+
"grad_norm": 4.194797039031982,
|
| 1867 |
+
"learning_rate": 7.477894736842106e-06,
|
| 1868 |
+
"loss": 0.3064,
|
| 1869 |
+
"step": 6450
|
| 1870 |
+
},
|
| 1871 |
+
{
|
| 1872 |
+
"epoch": 10.685383980181667,
|
| 1873 |
+
"grad_norm": 6.214608669281006,
|
| 1874 |
+
"learning_rate": 7.425263157894738e-06,
|
| 1875 |
+
"loss": 0.3177,
|
| 1876 |
+
"step": 6475
|
| 1877 |
+
},
|
| 1878 |
+
{
|
| 1879 |
+
"epoch": 10.726672171758876,
|
| 1880 |
+
"grad_norm": 5.77274227142334,
|
| 1881 |
+
"learning_rate": 7.3726315789473694e-06,
|
| 1882 |
+
"loss": 0.31,
|
| 1883 |
+
"step": 6500
|
| 1884 |
+
},
|
| 1885 |
+
{
|
| 1886 |
+
"epoch": 10.767960363336085,
|
| 1887 |
+
"grad_norm": 6.4990105628967285,
|
| 1888 |
+
"learning_rate": 7.32e-06,
|
| 1889 |
+
"loss": 0.2716,
|
| 1890 |
+
"step": 6525
|
| 1891 |
+
},
|
| 1892 |
+
{
|
| 1893 |
+
"epoch": 10.809248554913294,
|
| 1894 |
+
"grad_norm": 5.706321716308594,
|
| 1895 |
+
"learning_rate": 7.267368421052632e-06,
|
| 1896 |
+
"loss": 0.2983,
|
| 1897 |
+
"step": 6550
|
| 1898 |
+
},
|
| 1899 |
+
{
|
| 1900 |
+
"epoch": 10.850536746490503,
|
| 1901 |
+
"grad_norm": 6.846646308898926,
|
| 1902 |
+
"learning_rate": 7.2147368421052635e-06,
|
| 1903 |
+
"loss": 0.2678,
|
| 1904 |
+
"step": 6575
|
| 1905 |
+
},
|
| 1906 |
+
{
|
| 1907 |
+
"epoch": 10.891824938067712,
|
| 1908 |
+
"grad_norm": 5.539628982543945,
|
| 1909 |
+
"learning_rate": 7.162105263157896e-06,
|
| 1910 |
+
"loss": 0.2809,
|
| 1911 |
+
"step": 6600
|
| 1912 |
+
},
|
| 1913 |
+
{
|
| 1914 |
+
"epoch": 10.933113129644921,
|
| 1915 |
+
"grad_norm": 5.272496700286865,
|
| 1916 |
+
"learning_rate": 7.109473684210528e-06,
|
| 1917 |
+
"loss": 0.2473,
|
| 1918 |
+
"step": 6625
|
| 1919 |
+
},
|
| 1920 |
+
{
|
| 1921 |
+
"epoch": 10.97440132122213,
|
| 1922 |
+
"grad_norm": 5.260607719421387,
|
| 1923 |
+
"learning_rate": 7.056842105263158e-06,
|
| 1924 |
+
"loss": 0.2931,
|
| 1925 |
+
"step": 6650
|
| 1926 |
+
},
|
| 1927 |
+
{
|
| 1928 |
+
"epoch": 11.014863748967795,
|
| 1929 |
+
"grad_norm": 5.241586685180664,
|
| 1930 |
+
"learning_rate": 7.00421052631579e-06,
|
| 1931 |
+
"loss": 0.2771,
|
| 1932 |
+
"step": 6675
|
| 1933 |
+
},
|
| 1934 |
+
{
|
| 1935 |
+
"epoch": 11.056151940545003,
|
| 1936 |
+
"grad_norm": 4.1120781898498535,
|
| 1937 |
+
"learning_rate": 6.951578947368422e-06,
|
| 1938 |
+
"loss": 0.2511,
|
| 1939 |
+
"step": 6700
|
| 1940 |
+
},
|
| 1941 |
+
{
|
| 1942 |
+
"epoch": 11.097440132122212,
|
| 1943 |
+
"grad_norm": 5.060145378112793,
|
| 1944 |
+
"learning_rate": 6.8989473684210525e-06,
|
| 1945 |
+
"loss": 0.2502,
|
| 1946 |
+
"step": 6725
|
| 1947 |
+
},
|
| 1948 |
+
{
|
| 1949 |
+
"epoch": 11.138728323699421,
|
| 1950 |
+
"grad_norm": 6.010138988494873,
|
| 1951 |
+
"learning_rate": 6.846315789473684e-06,
|
| 1952 |
+
"loss": 0.2442,
|
| 1953 |
+
"step": 6750
|
| 1954 |
+
},
|
| 1955 |
+
{
|
| 1956 |
+
"epoch": 11.18001651527663,
|
| 1957 |
+
"grad_norm": 5.282010078430176,
|
| 1958 |
+
"learning_rate": 6.793684210526317e-06,
|
| 1959 |
+
"loss": 0.2485,
|
| 1960 |
+
"step": 6775
|
| 1961 |
+
},
|
| 1962 |
+
{
|
| 1963 |
+
"epoch": 11.22130470685384,
|
| 1964 |
+
"grad_norm": 4.690225601196289,
|
| 1965 |
+
"learning_rate": 6.741052631578948e-06,
|
| 1966 |
+
"loss": 0.2506,
|
| 1967 |
+
"step": 6800
|
| 1968 |
+
},
|
| 1969 |
+
{
|
| 1970 |
+
"epoch": 11.262592898431048,
|
| 1971 |
+
"grad_norm": 3.9595465660095215,
|
| 1972 |
+
"learning_rate": 6.68842105263158e-06,
|
| 1973 |
+
"loss": 0.2325,
|
| 1974 |
+
"step": 6825
|
| 1975 |
+
},
|
| 1976 |
+
{
|
| 1977 |
+
"epoch": 11.303881090008257,
|
| 1978 |
+
"grad_norm": 5.889693737030029,
|
| 1979 |
+
"learning_rate": 6.635789473684211e-06,
|
| 1980 |
+
"loss": 0.2527,
|
| 1981 |
+
"step": 6850
|
| 1982 |
+
},
|
| 1983 |
+
{
|
| 1984 |
+
"epoch": 11.345169281585466,
|
| 1985 |
+
"grad_norm": 5.33756685256958,
|
| 1986 |
+
"learning_rate": 6.583157894736842e-06,
|
| 1987 |
+
"loss": 0.2488,
|
| 1988 |
+
"step": 6875
|
| 1989 |
+
},
|
| 1990 |
+
{
|
| 1991 |
+
"epoch": 11.386457473162675,
|
| 1992 |
+
"grad_norm": 5.049898147583008,
|
| 1993 |
+
"learning_rate": 6.530526315789474e-06,
|
| 1994 |
+
"loss": 0.2355,
|
| 1995 |
+
"step": 6900
|
| 1996 |
+
},
|
| 1997 |
+
{
|
| 1998 |
+
"epoch": 11.427745664739884,
|
| 1999 |
+
"grad_norm": 5.452274799346924,
|
| 2000 |
+
"learning_rate": 6.477894736842106e-06,
|
| 2001 |
+
"loss": 0.249,
|
| 2002 |
+
"step": 6925
|
| 2003 |
+
},
|
| 2004 |
+
{
|
| 2005 |
+
"epoch": 11.469033856317093,
|
| 2006 |
+
"grad_norm": 4.464880466461182,
|
| 2007 |
+
"learning_rate": 6.425263157894738e-06,
|
| 2008 |
+
"loss": 0.2523,
|
| 2009 |
+
"step": 6950
|
| 2010 |
+
},
|
| 2011 |
+
{
|
| 2012 |
+
"epoch": 11.510322047894302,
|
| 2013 |
+
"grad_norm": 5.923793792724609,
|
| 2014 |
+
"learning_rate": 6.372631578947369e-06,
|
| 2015 |
+
"loss": 0.2564,
|
| 2016 |
+
"step": 6975
|
| 2017 |
+
},
|
| 2018 |
+
{
|
| 2019 |
+
"epoch": 11.551610239471511,
|
| 2020 |
+
"grad_norm": 4.821681976318359,
|
| 2021 |
+
"learning_rate": 6.3200000000000005e-06,
|
| 2022 |
+
"loss": 0.2322,
|
| 2023 |
+
"step": 7000
|
| 2024 |
+
},
|
| 2025 |
+
{
|
| 2026 |
+
"epoch": 11.551610239471511,
|
| 2027 |
+
"eval_loss": 1.0933067798614502,
|
| 2028 |
+
"eval_runtime": 721.5402,
|
| 2029 |
+
"eval_samples_per_second": 14.664,
|
| 2030 |
+
"eval_steps_per_second": 1.222,
|
| 2031 |
+
"eval_wer": Infinity,
|
| 2032 |
+
"step": 7000
|
| 2033 |
+
},
|
| 2034 |
+
{
|
| 2035 |
+
"epoch": 11.59289843104872,
|
| 2036 |
+
"grad_norm": 6.9122748374938965,
|
| 2037 |
+
"learning_rate": 6.267368421052632e-06,
|
| 2038 |
+
"loss": 0.2701,
|
| 2039 |
+
"step": 7025
|
| 2040 |
+
},
|
| 2041 |
+
{
|
| 2042 |
+
"epoch": 11.63418662262593,
|
| 2043 |
+
"grad_norm": 4.586194038391113,
|
| 2044 |
+
"learning_rate": 6.214736842105264e-06,
|
| 2045 |
+
"loss": 0.2496,
|
| 2046 |
+
"step": 7050
|
| 2047 |
+
},
|
| 2048 |
+
{
|
| 2049 |
+
"epoch": 11.675474814203138,
|
| 2050 |
+
"grad_norm": 5.90902853012085,
|
| 2051 |
+
"learning_rate": 6.1621052631578945e-06,
|
| 2052 |
+
"loss": 0.2384,
|
| 2053 |
+
"step": 7075
|
| 2054 |
+
},
|
| 2055 |
+
{
|
| 2056 |
+
"epoch": 11.716763005780347,
|
| 2057 |
+
"grad_norm": 5.328728199005127,
|
| 2058 |
+
"learning_rate": 6.109473684210527e-06,
|
| 2059 |
+
"loss": 0.253,
|
| 2060 |
+
"step": 7100
|
| 2061 |
+
},
|
| 2062 |
+
{
|
| 2063 |
+
"epoch": 11.758051197357556,
|
| 2064 |
+
"grad_norm": 6.127770900726318,
|
| 2065 |
+
"learning_rate": 6.056842105263159e-06,
|
| 2066 |
+
"loss": 0.2359,
|
| 2067 |
+
"step": 7125
|
| 2068 |
+
},
|
| 2069 |
+
{
|
| 2070 |
+
"epoch": 11.799339388934765,
|
| 2071 |
+
"grad_norm": 5.675428867340088,
|
| 2072 |
+
"learning_rate": 6.00421052631579e-06,
|
| 2073 |
+
"loss": 0.2383,
|
| 2074 |
+
"step": 7150
|
| 2075 |
+
},
|
| 2076 |
+
{
|
| 2077 |
+
"epoch": 11.840627580511974,
|
| 2078 |
+
"grad_norm": 4.921765327453613,
|
| 2079 |
+
"learning_rate": 5.951578947368422e-06,
|
| 2080 |
+
"loss": 0.2648,
|
| 2081 |
+
"step": 7175
|
| 2082 |
+
},
|
| 2083 |
+
{
|
| 2084 |
+
"epoch": 11.881915772089183,
|
| 2085 |
+
"grad_norm": 4.198760986328125,
|
| 2086 |
+
"learning_rate": 5.898947368421053e-06,
|
| 2087 |
+
"loss": 0.2351,
|
| 2088 |
+
"step": 7200
|
| 2089 |
+
},
|
| 2090 |
+
{
|
| 2091 |
+
"epoch": 11.923203963666392,
|
| 2092 |
+
"grad_norm": 4.786856174468994,
|
| 2093 |
+
"learning_rate": 5.846315789473684e-06,
|
| 2094 |
+
"loss": 0.2468,
|
| 2095 |
+
"step": 7225
|
| 2096 |
+
},
|
| 2097 |
+
{
|
| 2098 |
+
"epoch": 11.964492155243601,
|
| 2099 |
+
"grad_norm": 4.955503463745117,
|
| 2100 |
+
"learning_rate": 5.793684210526316e-06,
|
| 2101 |
+
"loss": 0.2471,
|
| 2102 |
+
"step": 7250
|
| 2103 |
+
},
|
| 2104 |
+
{
|
| 2105 |
+
"epoch": 12.004954582989265,
|
| 2106 |
+
"grad_norm": 4.753754138946533,
|
| 2107 |
+
"learning_rate": 5.7410526315789485e-06,
|
| 2108 |
+
"loss": 0.2625,
|
| 2109 |
+
"step": 7275
|
| 2110 |
+
},
|
| 2111 |
+
{
|
| 2112 |
+
"epoch": 12.046242774566474,
|
| 2113 |
+
"grad_norm": 3.7155563831329346,
|
| 2114 |
+
"learning_rate": 5.68842105263158e-06,
|
| 2115 |
+
"loss": 0.2123,
|
| 2116 |
+
"step": 7300
|
| 2117 |
+
},
|
| 2118 |
+
{
|
| 2119 |
+
"epoch": 12.087530966143683,
|
| 2120 |
+
"grad_norm": 4.637264251708984,
|
| 2121 |
+
"learning_rate": 5.635789473684211e-06,
|
| 2122 |
+
"loss": 0.209,
|
| 2123 |
+
"step": 7325
|
| 2124 |
+
},
|
| 2125 |
+
{
|
| 2126 |
+
"epoch": 12.128819157720892,
|
| 2127 |
+
"grad_norm": 5.065235614776611,
|
| 2128 |
+
"learning_rate": 5.5831578947368425e-06,
|
| 2129 |
+
"loss": 0.2016,
|
| 2130 |
+
"step": 7350
|
| 2131 |
+
},
|
| 2132 |
+
{
|
| 2133 |
+
"epoch": 12.170107349298101,
|
| 2134 |
+
"grad_norm": 4.761934280395508,
|
| 2135 |
+
"learning_rate": 5.530526315789474e-06,
|
| 2136 |
+
"loss": 0.2081,
|
| 2137 |
+
"step": 7375
|
| 2138 |
+
},
|
| 2139 |
+
{
|
| 2140 |
+
"epoch": 12.21139554087531,
|
| 2141 |
+
"grad_norm": 5.17978048324585,
|
| 2142 |
+
"learning_rate": 5.477894736842105e-06,
|
| 2143 |
+
"loss": 0.2288,
|
| 2144 |
+
"step": 7400
|
| 2145 |
+
},
|
| 2146 |
+
{
|
| 2147 |
+
"epoch": 12.25268373245252,
|
| 2148 |
+
"grad_norm": 3.554265260696411,
|
| 2149 |
+
"learning_rate": 5.425263157894737e-06,
|
| 2150 |
+
"loss": 0.2143,
|
| 2151 |
+
"step": 7425
|
| 2152 |
+
},
|
| 2153 |
+
{
|
| 2154 |
+
"epoch": 12.293971924029728,
|
| 2155 |
+
"grad_norm": 5.236491680145264,
|
| 2156 |
+
"learning_rate": 5.372631578947369e-06,
|
| 2157 |
+
"loss": 0.2025,
|
| 2158 |
+
"step": 7450
|
| 2159 |
+
},
|
| 2160 |
+
{
|
| 2161 |
+
"epoch": 12.335260115606937,
|
| 2162 |
+
"grad_norm": 5.198639392852783,
|
| 2163 |
+
"learning_rate": 5.320000000000001e-06,
|
| 2164 |
+
"loss": 0.2199,
|
| 2165 |
+
"step": 7475
|
| 2166 |
+
},
|
| 2167 |
+
{
|
| 2168 |
+
"epoch": 12.376548307184144,
|
| 2169 |
+
"grad_norm": 5.509646892547607,
|
| 2170 |
+
"learning_rate": 5.267368421052632e-06,
|
| 2171 |
+
"loss": 0.1932,
|
| 2172 |
+
"step": 7500
|
| 2173 |
+
},
|
| 2174 |
+
{
|
| 2175 |
+
"epoch": 12.417836498761353,
|
| 2176 |
+
"grad_norm": 4.569394588470459,
|
| 2177 |
+
"learning_rate": 5.214736842105263e-06,
|
| 2178 |
+
"loss": 0.2018,
|
| 2179 |
+
"step": 7525
|
| 2180 |
+
},
|
| 2181 |
+
{
|
| 2182 |
+
"epoch": 12.459124690338562,
|
| 2183 |
+
"grad_norm": 4.686092376708984,
|
| 2184 |
+
"learning_rate": 5.162105263157895e-06,
|
| 2185 |
+
"loss": 0.2148,
|
| 2186 |
+
"step": 7550
|
| 2187 |
+
},
|
| 2188 |
+
{
|
| 2189 |
+
"epoch": 12.500412881915771,
|
| 2190 |
+
"grad_norm": 5.779174327850342,
|
| 2191 |
+
"learning_rate": 5.1094736842105264e-06,
|
| 2192 |
+
"loss": 0.2362,
|
| 2193 |
+
"step": 7575
|
| 2194 |
+
},
|
| 2195 |
+
{
|
| 2196 |
+
"epoch": 12.54170107349298,
|
| 2197 |
+
"grad_norm": 7.2701873779296875,
|
| 2198 |
+
"learning_rate": 5.056842105263158e-06,
|
| 2199 |
+
"loss": 0.2421,
|
| 2200 |
+
"step": 7600
|
| 2201 |
+
},
|
| 2202 |
+
{
|
| 2203 |
+
"epoch": 12.58298926507019,
|
| 2204 |
+
"grad_norm": 4.832854270935059,
|
| 2205 |
+
"learning_rate": 5.0042105263157906e-06,
|
| 2206 |
+
"loss": 0.219,
|
| 2207 |
+
"step": 7625
|
| 2208 |
+
},
|
| 2209 |
+
{
|
| 2210 |
+
"epoch": 12.624277456647398,
|
| 2211 |
+
"grad_norm": 5.803878307342529,
|
| 2212 |
+
"learning_rate": 4.951578947368421e-06,
|
| 2213 |
+
"loss": 0.2172,
|
| 2214 |
+
"step": 7650
|
| 2215 |
+
},
|
| 2216 |
+
{
|
| 2217 |
+
"epoch": 12.665565648224607,
|
| 2218 |
+
"grad_norm": 4.021119594573975,
|
| 2219 |
+
"learning_rate": 4.898947368421053e-06,
|
| 2220 |
+
"loss": 0.227,
|
| 2221 |
+
"step": 7675
|
| 2222 |
+
},
|
| 2223 |
+
{
|
| 2224 |
+
"epoch": 12.706853839801816,
|
| 2225 |
+
"grad_norm": 5.169255256652832,
|
| 2226 |
+
"learning_rate": 4.846315789473685e-06,
|
| 2227 |
+
"loss": 0.21,
|
| 2228 |
+
"step": 7700
|
| 2229 |
+
},
|
| 2230 |
+
{
|
| 2231 |
+
"epoch": 12.748142031379025,
|
| 2232 |
+
"grad_norm": 4.798264503479004,
|
| 2233 |
+
"learning_rate": 4.793684210526316e-06,
|
| 2234 |
+
"loss": 0.1984,
|
| 2235 |
+
"step": 7725
|
| 2236 |
+
},
|
| 2237 |
+
{
|
| 2238 |
+
"epoch": 12.789430222956234,
|
| 2239 |
+
"grad_norm": 5.631106853485107,
|
| 2240 |
+
"learning_rate": 4.741052631578948e-06,
|
| 2241 |
+
"loss": 0.225,
|
| 2242 |
+
"step": 7750
|
| 2243 |
+
},
|
| 2244 |
+
{
|
| 2245 |
+
"epoch": 12.830718414533443,
|
| 2246 |
+
"grad_norm": 4.223946571350098,
|
| 2247 |
+
"learning_rate": 4.6884210526315795e-06,
|
| 2248 |
+
"loss": 0.2163,
|
| 2249 |
+
"step": 7775
|
| 2250 |
+
},
|
| 2251 |
+
{
|
| 2252 |
+
"epoch": 12.872006606110652,
|
| 2253 |
+
"grad_norm": 4.958042621612549,
|
| 2254 |
+
"learning_rate": 4.63578947368421e-06,
|
| 2255 |
+
"loss": 0.2131,
|
| 2256 |
+
"step": 7800
|
| 2257 |
+
},
|
| 2258 |
+
{
|
| 2259 |
+
"epoch": 12.913294797687861,
|
| 2260 |
+
"grad_norm": 6.063140392303467,
|
| 2261 |
+
"learning_rate": 4.583157894736843e-06,
|
| 2262 |
+
"loss": 0.2443,
|
| 2263 |
+
"step": 7825
|
| 2264 |
+
},
|
| 2265 |
+
{
|
| 2266 |
+
"epoch": 12.95458298926507,
|
| 2267 |
+
"grad_norm": 4.037540435791016,
|
| 2268 |
+
"learning_rate": 4.5305263157894744e-06,
|
| 2269 |
+
"loss": 0.2033,
|
| 2270 |
+
"step": 7850
|
| 2271 |
+
},
|
| 2272 |
+
{
|
| 2273 |
+
"epoch": 12.995871180842279,
|
| 2274 |
+
"grad_norm": 4.495209217071533,
|
| 2275 |
+
"learning_rate": 4.477894736842105e-06,
|
| 2276 |
+
"loss": 0.2307,
|
| 2277 |
+
"step": 7875
|
| 2278 |
+
},
|
| 2279 |
+
{
|
| 2280 |
+
"epoch": 13.036333608587944,
|
| 2281 |
+
"grad_norm": 4.494256496429443,
|
| 2282 |
+
"learning_rate": 4.425263157894737e-06,
|
| 2283 |
+
"loss": 0.1894,
|
| 2284 |
+
"step": 7900
|
| 2285 |
+
},
|
| 2286 |
+
{
|
| 2287 |
+
"epoch": 13.077621800165153,
|
| 2288 |
+
"grad_norm": 3.877058744430542,
|
| 2289 |
+
"learning_rate": 4.3726315789473685e-06,
|
| 2290 |
+
"loss": 0.195,
|
| 2291 |
+
"step": 7925
|
| 2292 |
+
},
|
| 2293 |
+
{
|
| 2294 |
+
"epoch": 13.118909991742361,
|
| 2295 |
+
"grad_norm": 4.717246055603027,
|
| 2296 |
+
"learning_rate": 4.32e-06,
|
| 2297 |
+
"loss": 0.1745,
|
| 2298 |
+
"step": 7950
|
| 2299 |
+
},
|
| 2300 |
+
{
|
| 2301 |
+
"epoch": 13.16019818331957,
|
| 2302 |
+
"grad_norm": 4.590612411499023,
|
| 2303 |
+
"learning_rate": 4.267368421052632e-06,
|
| 2304 |
+
"loss": 0.195,
|
| 2305 |
+
"step": 7975
|
| 2306 |
+
},
|
| 2307 |
+
{
|
| 2308 |
+
"epoch": 13.20148637489678,
|
| 2309 |
+
"grad_norm": 6.558470249176025,
|
| 2310 |
+
"learning_rate": 4.214736842105263e-06,
|
| 2311 |
+
"loss": 0.1913,
|
| 2312 |
+
"step": 8000
|
| 2313 |
+
},
|
| 2314 |
+
{
|
| 2315 |
+
"epoch": 13.20148637489678,
|
| 2316 |
+
"eval_loss": 1.1226582527160645,
|
| 2317 |
+
"eval_runtime": 703.5225,
|
| 2318 |
+
"eval_samples_per_second": 15.04,
|
| 2319 |
+
"eval_steps_per_second": 1.254,
|
| 2320 |
+
"eval_wer": Infinity,
|
| 2321 |
+
"step": 8000
|
| 2322 |
+
},
|
| 2323 |
+
{
|
| 2324 |
+
"epoch": 13.242774566473988,
|
| 2325 |
+
"grad_norm": 4.316694736480713,
|
| 2326 |
+
"learning_rate": 4.162105263157895e-06,
|
| 2327 |
+
"loss": 0.2075,
|
| 2328 |
+
"step": 8025
|
| 2329 |
+
},
|
| 2330 |
+
{
|
| 2331 |
+
"epoch": 13.284062758051197,
|
| 2332 |
+
"grad_norm": 4.108456611633301,
|
| 2333 |
+
"learning_rate": 4.109473684210527e-06,
|
| 2334 |
+
"loss": 0.1654,
|
| 2335 |
+
"step": 8050
|
| 2336 |
+
},
|
| 2337 |
+
{
|
| 2338 |
+
"epoch": 13.325350949628406,
|
| 2339 |
+
"grad_norm": 3.923902750015259,
|
| 2340 |
+
"learning_rate": 4.056842105263158e-06,
|
| 2341 |
+
"loss": 0.19,
|
| 2342 |
+
"step": 8075
|
| 2343 |
+
},
|
| 2344 |
+
{
|
| 2345 |
+
"epoch": 13.366639141205615,
|
| 2346 |
+
"grad_norm": 3.792008638381958,
|
| 2347 |
+
"learning_rate": 4.00421052631579e-06,
|
| 2348 |
+
"loss": 0.1924,
|
| 2349 |
+
"step": 8100
|
| 2350 |
+
},
|
| 2351 |
+
{
|
| 2352 |
+
"epoch": 13.407927332782824,
|
| 2353 |
+
"grad_norm": 4.64762020111084,
|
| 2354 |
+
"learning_rate": 3.951578947368422e-06,
|
| 2355 |
+
"loss": 0.1988,
|
| 2356 |
+
"step": 8125
|
| 2357 |
+
},
|
| 2358 |
+
{
|
| 2359 |
+
"epoch": 13.449215524360033,
|
| 2360 |
+
"grad_norm": 4.5705246925354,
|
| 2361 |
+
"learning_rate": 3.898947368421052e-06,
|
| 2362 |
+
"loss": 0.1857,
|
| 2363 |
+
"step": 8150
|
| 2364 |
+
},
|
| 2365 |
+
{
|
| 2366 |
+
"epoch": 13.490503715937242,
|
| 2367 |
+
"grad_norm": 4.8831610679626465,
|
| 2368 |
+
"learning_rate": 3.846315789473685e-06,
|
| 2369 |
+
"loss": 0.1813,
|
| 2370 |
+
"step": 8175
|
| 2371 |
+
},
|
| 2372 |
+
{
|
| 2373 |
+
"epoch": 13.531791907514451,
|
| 2374 |
+
"grad_norm": 3.7012646198272705,
|
| 2375 |
+
"learning_rate": 3.793684210526316e-06,
|
| 2376 |
+
"loss": 0.212,
|
| 2377 |
+
"step": 8200
|
| 2378 |
+
},
|
| 2379 |
+
{
|
| 2380 |
+
"epoch": 13.57308009909166,
|
| 2381 |
+
"grad_norm": 4.698606967926025,
|
| 2382 |
+
"learning_rate": 3.7410526315789473e-06,
|
| 2383 |
+
"loss": 0.1999,
|
| 2384 |
+
"step": 8225
|
| 2385 |
+
},
|
| 2386 |
+
{
|
| 2387 |
+
"epoch": 13.61436829066887,
|
| 2388 |
+
"grad_norm": 5.355463027954102,
|
| 2389 |
+
"learning_rate": 3.6884210526315794e-06,
|
| 2390 |
+
"loss": 0.188,
|
| 2391 |
+
"step": 8250
|
| 2392 |
+
},
|
| 2393 |
+
{
|
| 2394 |
+
"epoch": 13.655656482246078,
|
| 2395 |
+
"grad_norm": 4.198258876800537,
|
| 2396 |
+
"learning_rate": 3.635789473684211e-06,
|
| 2397 |
+
"loss": 0.187,
|
| 2398 |
+
"step": 8275
|
| 2399 |
+
},
|
| 2400 |
+
{
|
| 2401 |
+
"epoch": 13.696944673823287,
|
| 2402 |
+
"grad_norm": 4.937903881072998,
|
| 2403 |
+
"learning_rate": 3.5831578947368422e-06,
|
| 2404 |
+
"loss": 0.1942,
|
| 2405 |
+
"step": 8300
|
| 2406 |
+
},
|
| 2407 |
+
{
|
| 2408 |
+
"epoch": 13.738232865400496,
|
| 2409 |
+
"grad_norm": 5.5391645431518555,
|
| 2410 |
+
"learning_rate": 3.5305263157894743e-06,
|
| 2411 |
+
"loss": 0.1897,
|
| 2412 |
+
"step": 8325
|
| 2413 |
+
},
|
| 2414 |
+
{
|
| 2415 |
+
"epoch": 13.779521056977705,
|
| 2416 |
+
"grad_norm": 3.7583065032958984,
|
| 2417 |
+
"learning_rate": 3.4778947368421055e-06,
|
| 2418 |
+
"loss": 0.1932,
|
| 2419 |
+
"step": 8350
|
| 2420 |
+
},
|
| 2421 |
+
{
|
| 2422 |
+
"epoch": 13.820809248554914,
|
| 2423 |
+
"grad_norm": 5.243954181671143,
|
| 2424 |
+
"learning_rate": 3.425263157894737e-06,
|
| 2425 |
+
"loss": 0.198,
|
| 2426 |
+
"step": 8375
|
| 2427 |
+
},
|
| 2428 |
+
{
|
| 2429 |
+
"epoch": 13.862097440132121,
|
| 2430 |
+
"grad_norm": 5.0445556640625,
|
| 2431 |
+
"learning_rate": 3.3726315789473683e-06,
|
| 2432 |
+
"loss": 0.1773,
|
| 2433 |
+
"step": 8400
|
| 2434 |
+
},
|
| 2435 |
+
{
|
| 2436 |
+
"epoch": 13.90338563170933,
|
| 2437 |
+
"grad_norm": 4.348180770874023,
|
| 2438 |
+
"learning_rate": 3.3200000000000004e-06,
|
| 2439 |
+
"loss": 0.1834,
|
| 2440 |
+
"step": 8425
|
| 2441 |
+
},
|
| 2442 |
+
{
|
| 2443 |
+
"epoch": 13.94467382328654,
|
| 2444 |
+
"grad_norm": 5.649644374847412,
|
| 2445 |
+
"learning_rate": 3.267368421052632e-06,
|
| 2446 |
+
"loss": 0.1772,
|
| 2447 |
+
"step": 8450
|
| 2448 |
+
},
|
| 2449 |
+
{
|
| 2450 |
+
"epoch": 13.985962014863748,
|
| 2451 |
+
"grad_norm": 5.276495933532715,
|
| 2452 |
+
"learning_rate": 3.2147368421052633e-06,
|
| 2453 |
+
"loss": 0.211,
|
| 2454 |
+
"step": 8475
|
| 2455 |
+
},
|
| 2456 |
+
{
|
| 2457 |
+
"epoch": 14.026424442609414,
|
| 2458 |
+
"grad_norm": 4.379940032958984,
|
| 2459 |
+
"learning_rate": 3.1621052631578953e-06,
|
| 2460 |
+
"loss": 0.1697,
|
| 2461 |
+
"step": 8500
|
| 2462 |
+
},
|
| 2463 |
+
{
|
| 2464 |
+
"epoch": 14.067712634186623,
|
| 2465 |
+
"grad_norm": 4.398263454437256,
|
| 2466 |
+
"learning_rate": 3.1094736842105265e-06,
|
| 2467 |
+
"loss": 0.1656,
|
| 2468 |
+
"step": 8525
|
| 2469 |
+
},
|
| 2470 |
+
{
|
| 2471 |
+
"epoch": 14.109000825763832,
|
| 2472 |
+
"grad_norm": 5.636984348297119,
|
| 2473 |
+
"learning_rate": 3.056842105263158e-06,
|
| 2474 |
+
"loss": 0.1613,
|
| 2475 |
+
"step": 8550
|
| 2476 |
+
},
|
| 2477 |
+
{
|
| 2478 |
+
"epoch": 14.15028901734104,
|
| 2479 |
+
"grad_norm": 5.673081398010254,
|
| 2480 |
+
"learning_rate": 3.0042105263157894e-06,
|
| 2481 |
+
"loss": 0.1814,
|
| 2482 |
+
"step": 8575
|
| 2483 |
+
},
|
| 2484 |
+
{
|
| 2485 |
+
"epoch": 14.191577208918249,
|
| 2486 |
+
"grad_norm": 4.340714454650879,
|
| 2487 |
+
"learning_rate": 2.9515789473684214e-06,
|
| 2488 |
+
"loss": 0.1482,
|
| 2489 |
+
"step": 8600
|
| 2490 |
+
},
|
| 2491 |
+
{
|
| 2492 |
+
"epoch": 14.232865400495458,
|
| 2493 |
+
"grad_norm": 4.788120269775391,
|
| 2494 |
+
"learning_rate": 2.8989473684210526e-06,
|
| 2495 |
+
"loss": 0.1688,
|
| 2496 |
+
"step": 8625
|
| 2497 |
+
},
|
| 2498 |
+
{
|
| 2499 |
+
"epoch": 14.274153592072667,
|
| 2500 |
+
"grad_norm": 4.258752822875977,
|
| 2501 |
+
"learning_rate": 2.8463157894736843e-06,
|
| 2502 |
+
"loss": 0.1623,
|
| 2503 |
+
"step": 8650
|
| 2504 |
+
},
|
| 2505 |
+
{
|
| 2506 |
+
"epoch": 14.315441783649876,
|
| 2507 |
+
"grad_norm": 5.6167988777160645,
|
| 2508 |
+
"learning_rate": 2.7936842105263163e-06,
|
| 2509 |
+
"loss": 0.1736,
|
| 2510 |
+
"step": 8675
|
| 2511 |
+
},
|
| 2512 |
+
{
|
| 2513 |
+
"epoch": 14.356729975227084,
|
| 2514 |
+
"grad_norm": 4.973904609680176,
|
| 2515 |
+
"learning_rate": 2.7410526315789476e-06,
|
| 2516 |
+
"loss": 0.163,
|
| 2517 |
+
"step": 8700
|
| 2518 |
+
},
|
| 2519 |
+
{
|
| 2520 |
+
"epoch": 14.398018166804293,
|
| 2521 |
+
"grad_norm": 5.393108367919922,
|
| 2522 |
+
"learning_rate": 2.688421052631579e-06,
|
| 2523 |
+
"loss": 0.1721,
|
| 2524 |
+
"step": 8725
|
| 2525 |
+
},
|
| 2526 |
+
{
|
| 2527 |
+
"epoch": 14.439306358381502,
|
| 2528 |
+
"grad_norm": 3.455310583114624,
|
| 2529 |
+
"learning_rate": 2.635789473684211e-06,
|
| 2530 |
+
"loss": 0.1762,
|
| 2531 |
+
"step": 8750
|
| 2532 |
+
},
|
| 2533 |
+
{
|
| 2534 |
+
"epoch": 14.480594549958711,
|
| 2535 |
+
"grad_norm": 4.485291957855225,
|
| 2536 |
+
"learning_rate": 2.5831578947368425e-06,
|
| 2537 |
+
"loss": 0.167,
|
| 2538 |
+
"step": 8775
|
| 2539 |
+
},
|
| 2540 |
+
{
|
| 2541 |
+
"epoch": 14.52188274153592,
|
| 2542 |
+
"grad_norm": 5.023384094238281,
|
| 2543 |
+
"learning_rate": 2.5305263157894737e-06,
|
| 2544 |
+
"loss": 0.1797,
|
| 2545 |
+
"step": 8800
|
| 2546 |
+
},
|
| 2547 |
+
{
|
| 2548 |
+
"epoch": 14.56317093311313,
|
| 2549 |
+
"grad_norm": 3.6772608757019043,
|
| 2550 |
+
"learning_rate": 2.4778947368421053e-06,
|
| 2551 |
+
"loss": 0.1688,
|
| 2552 |
+
"step": 8825
|
| 2553 |
+
},
|
| 2554 |
+
{
|
| 2555 |
+
"epoch": 14.604459124690338,
|
| 2556 |
+
"grad_norm": 4.417513847351074,
|
| 2557 |
+
"learning_rate": 2.425263157894737e-06,
|
| 2558 |
+
"loss": 0.176,
|
| 2559 |
+
"step": 8850
|
| 2560 |
+
},
|
| 2561 |
+
{
|
| 2562 |
+
"epoch": 14.645747316267547,
|
| 2563 |
+
"grad_norm": 5.2892231941223145,
|
| 2564 |
+
"learning_rate": 2.3726315789473686e-06,
|
| 2565 |
+
"loss": 0.1802,
|
| 2566 |
+
"step": 8875
|
| 2567 |
+
},
|
| 2568 |
+
{
|
| 2569 |
+
"epoch": 14.687035507844756,
|
| 2570 |
+
"grad_norm": 5.4643025398254395,
|
| 2571 |
+
"learning_rate": 2.3200000000000002e-06,
|
| 2572 |
+
"loss": 0.1914,
|
| 2573 |
+
"step": 8900
|
| 2574 |
+
},
|
| 2575 |
+
{
|
| 2576 |
+
"epoch": 14.728323699421965,
|
| 2577 |
+
"grad_norm": 3.4271011352539062,
|
| 2578 |
+
"learning_rate": 2.267368421052632e-06,
|
| 2579 |
+
"loss": 0.1668,
|
| 2580 |
+
"step": 8925
|
| 2581 |
+
},
|
| 2582 |
+
{
|
| 2583 |
+
"epoch": 14.769611890999174,
|
| 2584 |
+
"grad_norm": 4.431731224060059,
|
| 2585 |
+
"learning_rate": 2.2147368421052635e-06,
|
| 2586 |
+
"loss": 0.1725,
|
| 2587 |
+
"step": 8950
|
| 2588 |
+
},
|
| 2589 |
+
{
|
| 2590 |
+
"epoch": 14.810900082576383,
|
| 2591 |
+
"grad_norm": 3.5097200870513916,
|
| 2592 |
+
"learning_rate": 2.1621052631578947e-06,
|
| 2593 |
+
"loss": 0.169,
|
| 2594 |
+
"step": 8975
|
| 2595 |
+
},
|
| 2596 |
+
{
|
| 2597 |
+
"epoch": 14.852188274153592,
|
| 2598 |
+
"grad_norm": 4.471765995025635,
|
| 2599 |
+
"learning_rate": 2.1094736842105264e-06,
|
| 2600 |
+
"loss": 0.1424,
|
| 2601 |
+
"step": 9000
|
| 2602 |
+
},
|
| 2603 |
+
{
|
| 2604 |
+
"epoch": 14.852188274153592,
|
| 2605 |
+
"eval_loss": 1.1418445110321045,
|
| 2606 |
+
"eval_runtime": 697.6196,
|
| 2607 |
+
"eval_samples_per_second": 15.167,
|
| 2608 |
+
"eval_steps_per_second": 1.264,
|
| 2609 |
+
"eval_wer": Infinity,
|
| 2610 |
+
"step": 9000
|
| 2611 |
+
},
|
| 2612 |
+
{
|
| 2613 |
+
"epoch": 14.893476465730801,
|
| 2614 |
+
"grad_norm": 4.103869915008545,
|
| 2615 |
+
"learning_rate": 2.056842105263158e-06,
|
| 2616 |
+
"loss": 0.1855,
|
| 2617 |
+
"step": 9025
|
| 2618 |
+
},
|
| 2619 |
+
{
|
| 2620 |
+
"epoch": 14.93476465730801,
|
| 2621 |
+
"grad_norm": 4.589334487915039,
|
| 2622 |
+
"learning_rate": 2.0042105263157896e-06,
|
| 2623 |
+
"loss": 0.1723,
|
| 2624 |
+
"step": 9050
|
| 2625 |
+
},
|
| 2626 |
+
{
|
| 2627 |
+
"epoch": 14.97605284888522,
|
| 2628 |
+
"grad_norm": 5.06859016418457,
|
| 2629 |
+
"learning_rate": 1.9515789473684213e-06,
|
| 2630 |
+
"loss": 0.1568,
|
| 2631 |
+
"step": 9075
|
| 2632 |
+
},
|
| 2633 |
+
{
|
| 2634 |
+
"epoch": 15.016515276630884,
|
| 2635 |
+
"grad_norm": 3.8599202632904053,
|
| 2636 |
+
"learning_rate": 1.8989473684210527e-06,
|
| 2637 |
+
"loss": 0.1802,
|
| 2638 |
+
"step": 9100
|
| 2639 |
+
},
|
| 2640 |
+
{
|
| 2641 |
+
"epoch": 15.057803468208093,
|
| 2642 |
+
"grad_norm": 3.51918363571167,
|
| 2643 |
+
"learning_rate": 1.8463157894736843e-06,
|
| 2644 |
+
"loss": 0.163,
|
| 2645 |
+
"step": 9125
|
| 2646 |
+
},
|
| 2647 |
+
{
|
| 2648 |
+
"epoch": 15.099091659785302,
|
| 2649 |
+
"grad_norm": 3.9094550609588623,
|
| 2650 |
+
"learning_rate": 1.7936842105263158e-06,
|
| 2651 |
+
"loss": 0.1508,
|
| 2652 |
+
"step": 9150
|
| 2653 |
+
},
|
| 2654 |
+
{
|
| 2655 |
+
"epoch": 15.14037985136251,
|
| 2656 |
+
"grad_norm": 4.491118907928467,
|
| 2657 |
+
"learning_rate": 1.7410526315789474e-06,
|
| 2658 |
+
"loss": 0.1683,
|
| 2659 |
+
"step": 9175
|
| 2660 |
+
},
|
| 2661 |
+
{
|
| 2662 |
+
"epoch": 15.18166804293972,
|
| 2663 |
+
"grad_norm": 5.513247966766357,
|
| 2664 |
+
"learning_rate": 1.6884210526315792e-06,
|
| 2665 |
+
"loss": 0.1413,
|
| 2666 |
+
"step": 9200
|
| 2667 |
+
},
|
| 2668 |
+
{
|
| 2669 |
+
"epoch": 15.222956234516928,
|
| 2670 |
+
"grad_norm": 4.3536577224731445,
|
| 2671 |
+
"learning_rate": 1.6357894736842107e-06,
|
| 2672 |
+
"loss": 0.1749,
|
| 2673 |
+
"step": 9225
|
| 2674 |
+
},
|
| 2675 |
+
{
|
| 2676 |
+
"epoch": 15.264244426094137,
|
| 2677 |
+
"grad_norm": 3.8934166431427,
|
| 2678 |
+
"learning_rate": 1.5831578947368423e-06,
|
| 2679 |
+
"loss": 0.1727,
|
| 2680 |
+
"step": 9250
|
| 2681 |
+
},
|
| 2682 |
+
{
|
| 2683 |
+
"epoch": 15.305532617671346,
|
| 2684 |
+
"grad_norm": 4.610677242279053,
|
| 2685 |
+
"learning_rate": 1.5305263157894737e-06,
|
| 2686 |
+
"loss": 0.1518,
|
| 2687 |
+
"step": 9275
|
| 2688 |
+
},
|
| 2689 |
+
{
|
| 2690 |
+
"epoch": 15.346820809248555,
|
| 2691 |
+
"grad_norm": 3.230677366256714,
|
| 2692 |
+
"learning_rate": 1.4778947368421054e-06,
|
| 2693 |
+
"loss": 0.1525,
|
| 2694 |
+
"step": 9300
|
| 2695 |
+
},
|
| 2696 |
+
{
|
| 2697 |
+
"epoch": 15.388109000825764,
|
| 2698 |
+
"grad_norm": 3.854262590408325,
|
| 2699 |
+
"learning_rate": 1.425263157894737e-06,
|
| 2700 |
+
"loss": 0.1501,
|
| 2701 |
+
"step": 9325
|
| 2702 |
+
},
|
| 2703 |
+
{
|
| 2704 |
+
"epoch": 15.429397192402973,
|
| 2705 |
+
"grad_norm": 3.96171498298645,
|
| 2706 |
+
"learning_rate": 1.3726315789473684e-06,
|
| 2707 |
+
"loss": 0.1655,
|
| 2708 |
+
"step": 9350
|
| 2709 |
+
},
|
| 2710 |
+
{
|
| 2711 |
+
"epoch": 15.470685383980182,
|
| 2712 |
+
"grad_norm": 3.8165667057037354,
|
| 2713 |
+
"learning_rate": 1.32e-06,
|
| 2714 |
+
"loss": 0.1469,
|
| 2715 |
+
"step": 9375
|
| 2716 |
+
},
|
| 2717 |
+
{
|
| 2718 |
+
"epoch": 15.511973575557391,
|
| 2719 |
+
"grad_norm": 3.6944658756256104,
|
| 2720 |
+
"learning_rate": 1.2673684210526315e-06,
|
| 2721 |
+
"loss": 0.15,
|
| 2722 |
+
"step": 9400
|
| 2723 |
+
},
|
| 2724 |
+
{
|
| 2725 |
+
"epoch": 15.5532617671346,
|
| 2726 |
+
"grad_norm": 3.9097495079040527,
|
| 2727 |
+
"learning_rate": 1.2147368421052633e-06,
|
| 2728 |
+
"loss": 0.1492,
|
| 2729 |
+
"step": 9425
|
| 2730 |
+
},
|
| 2731 |
+
{
|
| 2732 |
+
"epoch": 15.59454995871181,
|
| 2733 |
+
"grad_norm": 5.010981559753418,
|
| 2734 |
+
"learning_rate": 1.1621052631578948e-06,
|
| 2735 |
+
"loss": 0.1551,
|
| 2736 |
+
"step": 9450
|
| 2737 |
+
},
|
| 2738 |
+
{
|
| 2739 |
+
"epoch": 15.635838150289018,
|
| 2740 |
+
"grad_norm": 4.151124000549316,
|
| 2741 |
+
"learning_rate": 1.1094736842105264e-06,
|
| 2742 |
+
"loss": 0.1569,
|
| 2743 |
+
"step": 9475
|
| 2744 |
+
},
|
| 2745 |
+
{
|
| 2746 |
+
"epoch": 15.677126341866225,
|
| 2747 |
+
"grad_norm": 4.455909729003906,
|
| 2748 |
+
"learning_rate": 1.0568421052631578e-06,
|
| 2749 |
+
"loss": 0.1551,
|
| 2750 |
+
"step": 9500
|
| 2751 |
+
},
|
| 2752 |
+
{
|
| 2753 |
+
"epoch": 15.718414533443434,
|
| 2754 |
+
"grad_norm": 4.5624895095825195,
|
| 2755 |
+
"learning_rate": 1.0042105263157897e-06,
|
| 2756 |
+
"loss": 0.1526,
|
| 2757 |
+
"step": 9525
|
| 2758 |
+
},
|
| 2759 |
+
{
|
| 2760 |
+
"epoch": 15.759702725020643,
|
| 2761 |
+
"grad_norm": 3.476386070251465,
|
| 2762 |
+
"learning_rate": 9.515789473684212e-07,
|
| 2763 |
+
"loss": 0.151,
|
| 2764 |
+
"step": 9550
|
| 2765 |
+
},
|
| 2766 |
+
{
|
| 2767 |
+
"epoch": 15.800990916597852,
|
| 2768 |
+
"grad_norm": 3.7594966888427734,
|
| 2769 |
+
"learning_rate": 8.989473684210527e-07,
|
| 2770 |
+
"loss": 0.1614,
|
| 2771 |
+
"step": 9575
|
| 2772 |
+
},
|
| 2773 |
+
{
|
| 2774 |
+
"epoch": 15.842279108175061,
|
| 2775 |
+
"grad_norm": 3.677940607070923,
|
| 2776 |
+
"learning_rate": 8.463157894736843e-07,
|
| 2777 |
+
"loss": 0.1607,
|
| 2778 |
+
"step": 9600
|
| 2779 |
+
},
|
| 2780 |
+
{
|
| 2781 |
+
"epoch": 15.88356729975227,
|
| 2782 |
+
"grad_norm": 2.814276695251465,
|
| 2783 |
+
"learning_rate": 7.936842105263158e-07,
|
| 2784 |
+
"loss": 0.1584,
|
| 2785 |
+
"step": 9625
|
| 2786 |
+
},
|
| 2787 |
+
{
|
| 2788 |
+
"epoch": 15.92485549132948,
|
| 2789 |
+
"grad_norm": 4.551584243774414,
|
| 2790 |
+
"learning_rate": 7.410526315789475e-07,
|
| 2791 |
+
"loss": 0.1746,
|
| 2792 |
+
"step": 9650
|
| 2793 |
+
},
|
| 2794 |
+
{
|
| 2795 |
+
"epoch": 15.966143682906688,
|
| 2796 |
+
"grad_norm": 3.54571533203125,
|
| 2797 |
+
"learning_rate": 6.884210526315791e-07,
|
| 2798 |
+
"loss": 0.1283,
|
| 2799 |
+
"step": 9675
|
| 2800 |
+
},
|
| 2801 |
+
{
|
| 2802 |
+
"epoch": 16.006606110652353,
|
| 2803 |
+
"grad_norm": 3.034546136856079,
|
| 2804 |
+
"learning_rate": 6.357894736842106e-07,
|
| 2805 |
+
"loss": 0.1445,
|
| 2806 |
+
"step": 9700
|
| 2807 |
+
},
|
| 2808 |
+
{
|
| 2809 |
+
"epoch": 16.04789430222956,
|
| 2810 |
+
"grad_norm": 4.239781379699707,
|
| 2811 |
+
"learning_rate": 5.831578947368421e-07,
|
| 2812 |
+
"loss": 0.1526,
|
| 2813 |
+
"step": 9725
|
| 2814 |
+
},
|
| 2815 |
+
{
|
| 2816 |
+
"epoch": 16.08918249380677,
|
| 2817 |
+
"grad_norm": 3.5759620666503906,
|
| 2818 |
+
"learning_rate": 5.305263157894737e-07,
|
| 2819 |
+
"loss": 0.1435,
|
| 2820 |
+
"step": 9750
|
| 2821 |
+
},
|
| 2822 |
+
{
|
| 2823 |
+
"epoch": 16.13047068538398,
|
| 2824 |
+
"grad_norm": 3.807652473449707,
|
| 2825 |
+
"learning_rate": 4.778947368421053e-07,
|
| 2826 |
+
"loss": 0.1616,
|
| 2827 |
+
"step": 9775
|
| 2828 |
+
},
|
| 2829 |
+
{
|
| 2830 |
+
"epoch": 16.17175887696119,
|
| 2831 |
+
"grad_norm": 2.9478118419647217,
|
| 2832 |
+
"learning_rate": 4.2526315789473684e-07,
|
| 2833 |
+
"loss": 0.1344,
|
| 2834 |
+
"step": 9800
|
| 2835 |
+
},
|
| 2836 |
+
{
|
| 2837 |
+
"epoch": 16.213047068538398,
|
| 2838 |
+
"grad_norm": 3.351928472518921,
|
| 2839 |
+
"learning_rate": 3.726315789473685e-07,
|
| 2840 |
+
"loss": 0.1616,
|
| 2841 |
+
"step": 9825
|
| 2842 |
+
},
|
| 2843 |
+
{
|
| 2844 |
+
"epoch": 16.254335260115607,
|
| 2845 |
+
"grad_norm": 4.71775484085083,
|
| 2846 |
+
"learning_rate": 3.2e-07,
|
| 2847 |
+
"loss": 0.138,
|
| 2848 |
+
"step": 9850
|
| 2849 |
+
},
|
| 2850 |
+
{
|
| 2851 |
+
"epoch": 16.295623451692816,
|
| 2852 |
+
"grad_norm": 4.4986138343811035,
|
| 2853 |
+
"learning_rate": 2.6736842105263164e-07,
|
| 2854 |
+
"loss": 0.1592,
|
| 2855 |
+
"step": 9875
|
| 2856 |
+
},
|
| 2857 |
+
{
|
| 2858 |
+
"epoch": 16.336911643270025,
|
| 2859 |
+
"grad_norm": 4.285621643066406,
|
| 2860 |
+
"learning_rate": 2.1473684210526317e-07,
|
| 2861 |
+
"loss": 0.1423,
|
| 2862 |
+
"step": 9900
|
| 2863 |
+
},
|
| 2864 |
+
{
|
| 2865 |
+
"epoch": 16.378199834847234,
|
| 2866 |
+
"grad_norm": 4.092608451843262,
|
| 2867 |
+
"learning_rate": 1.6210526315789476e-07,
|
| 2868 |
+
"loss": 0.1619,
|
| 2869 |
+
"step": 9925
|
| 2870 |
+
},
|
| 2871 |
+
{
|
| 2872 |
+
"epoch": 16.419488026424442,
|
| 2873 |
+
"grad_norm": 4.384539604187012,
|
| 2874 |
+
"learning_rate": 1.0947368421052632e-07,
|
| 2875 |
+
"loss": 0.1606,
|
| 2876 |
+
"step": 9950
|
| 2877 |
+
},
|
| 2878 |
+
{
|
| 2879 |
+
"epoch": 16.46077621800165,
|
| 2880 |
+
"grad_norm": 5.559605121612549,
|
| 2881 |
+
"learning_rate": 5.68421052631579e-08,
|
| 2882 |
+
"loss": 0.164,
|
| 2883 |
+
"step": 9975
|
| 2884 |
+
},
|
| 2885 |
+
{
|
| 2886 |
+
"epoch": 16.50206440957886,
|
| 2887 |
+
"grad_norm": 4.197207450866699,
|
| 2888 |
+
"learning_rate": 4.210526315789474e-09,
|
| 2889 |
+
"loss": 0.1615,
|
| 2890 |
+
"step": 10000
|
| 2891 |
+
},
|
| 2892 |
+
{
|
| 2893 |
+
"epoch": 16.50206440957886,
|
| 2894 |
+
"eval_loss": 1.1515085697174072,
|
| 2895 |
+
"eval_runtime": 702.9423,
|
| 2896 |
+
"eval_samples_per_second": 15.052,
|
| 2897 |
+
"eval_steps_per_second": 1.255,
|
| 2898 |
+
"eval_wer": Infinity,
|
| 2899 |
+
"step": 10000
|
| 2900 |
+
},
|
| 2901 |
+
{
|
| 2902 |
+
"epoch": 16.50206440957886,
|
| 2903 |
+
"step": 10000,
|
| 2904 |
+
"total_flos": 1.949150849531904e+19,
|
| 2905 |
+
"train_loss": 0.8644906110763549,
|
| 2906 |
+
"train_runtime": 22776.5193,
|
| 2907 |
+
"train_samples_per_second": 21.074,
|
| 2908 |
+
"train_steps_per_second": 0.439
|
| 2909 |
+
}
|
| 2910 |
+
],
|
| 2911 |
+
"logging_steps": 25,
|
| 2912 |
+
"max_steps": 10000,
|
| 2913 |
+
"num_input_tokens_seen": 0,
|
| 2914 |
+
"num_train_epochs": 17,
|
| 2915 |
+
"save_steps": 1000,
|
| 2916 |
+
"stateful_callbacks": {
|
| 2917 |
+
"TrainerControl": {
|
| 2918 |
+
"args": {
|
| 2919 |
+
"should_epoch_stop": false,
|
| 2920 |
+
"should_evaluate": false,
|
| 2921 |
+
"should_log": false,
|
| 2922 |
+
"should_save": true,
|
| 2923 |
+
"should_training_stop": true
|
| 2924 |
+
},
|
| 2925 |
+
"attributes": {}
|
| 2926 |
+
}
|
| 2927 |
+
},
|
| 2928 |
+
"total_flos": 1.949150849531904e+19,
|
| 2929 |
+
"train_batch_size": 12,
|
| 2930 |
+
"trial_name": null,
|
| 2931 |
+
"trial_params": null
|
| 2932 |
+
}
|