Upload 9 files
Browse files- config.json +51 -0
- generation_config.json +221 -0
- preprocessor_config.json +14 -0
- pytorch_model.bin +3 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- trainer_state.json +2854 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "openai/whisper-small",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "gelu",
|
| 5 |
+
"apply_spec_augment": false,
|
| 6 |
+
"architectures": [
|
| 7 |
+
"WhisperForConditionalGeneration"
|
| 8 |
+
],
|
| 9 |
+
"attention_dropout": 0.0,
|
| 10 |
+
"begin_suppress_tokens": [
|
| 11 |
+
220,
|
| 12 |
+
50257
|
| 13 |
+
],
|
| 14 |
+
"bos_token_id": 50257,
|
| 15 |
+
"classifier_proj_size": 256,
|
| 16 |
+
"d_model": 768,
|
| 17 |
+
"decoder_attention_heads": 12,
|
| 18 |
+
"decoder_ffn_dim": 3072,
|
| 19 |
+
"decoder_layerdrop": 0.0,
|
| 20 |
+
"decoder_layers": 12,
|
| 21 |
+
"decoder_start_token_id": 50258,
|
| 22 |
+
"dropout": 0.3,
|
| 23 |
+
"encoder_attention_heads": 12,
|
| 24 |
+
"encoder_ffn_dim": 3072,
|
| 25 |
+
"encoder_layerdrop": 0.0,
|
| 26 |
+
"encoder_layers": 12,
|
| 27 |
+
"eos_token_id": 50257,
|
| 28 |
+
"forced_decoder_ids": null,
|
| 29 |
+
"init_std": 0.02,
|
| 30 |
+
"is_encoder_decoder": true,
|
| 31 |
+
"mask_feature_length": 10,
|
| 32 |
+
"mask_feature_min_masks": 0,
|
| 33 |
+
"mask_feature_prob": 0.0,
|
| 34 |
+
"mask_time_length": 10,
|
| 35 |
+
"mask_time_min_masks": 2,
|
| 36 |
+
"mask_time_prob": 0.05,
|
| 37 |
+
"max_length": 448,
|
| 38 |
+
"max_source_positions": 1500,
|
| 39 |
+
"max_target_positions": 448,
|
| 40 |
+
"model_type": "whisper",
|
| 41 |
+
"num_hidden_layers": 12,
|
| 42 |
+
"num_mel_bins": 80,
|
| 43 |
+
"pad_token_id": 50257,
|
| 44 |
+
"scale_embedding": false,
|
| 45 |
+
"suppress_tokens": [],
|
| 46 |
+
"torch_dtype": "float32",
|
| 47 |
+
"transformers_version": "4.29.2",
|
| 48 |
+
"use_cache": true,
|
| 49 |
+
"use_weighted_layer_sum": false,
|
| 50 |
+
"vocab_size": 51865
|
| 51 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,221 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"begin_suppress_tokens": [
|
| 3 |
+
220,
|
| 4 |
+
50257
|
| 5 |
+
],
|
| 6 |
+
"bos_token_id": 50257,
|
| 7 |
+
"decoder_start_token_id": 50258,
|
| 8 |
+
"eos_token_id": 50257,
|
| 9 |
+
"forced_decoder_ids": [
|
| 10 |
+
[
|
| 11 |
+
1,
|
| 12 |
+
null
|
| 13 |
+
],
|
| 14 |
+
[
|
| 15 |
+
2,
|
| 16 |
+
50359
|
| 17 |
+
]
|
| 18 |
+
],
|
| 19 |
+
"is_multilingual": true,
|
| 20 |
+
"lang_to_id": {
|
| 21 |
+
"<|af|>": 50327,
|
| 22 |
+
"<|am|>": 50334,
|
| 23 |
+
"<|ar|>": 50272,
|
| 24 |
+
"<|as|>": 50350,
|
| 25 |
+
"<|az|>": 50304,
|
| 26 |
+
"<|ba|>": 50355,
|
| 27 |
+
"<|be|>": 50330,
|
| 28 |
+
"<|bg|>": 50292,
|
| 29 |
+
"<|bn|>": 50302,
|
| 30 |
+
"<|bo|>": 50347,
|
| 31 |
+
"<|br|>": 50309,
|
| 32 |
+
"<|bs|>": 50315,
|
| 33 |
+
"<|ca|>": 50270,
|
| 34 |
+
"<|cs|>": 50283,
|
| 35 |
+
"<|cy|>": 50297,
|
| 36 |
+
"<|da|>": 50285,
|
| 37 |
+
"<|de|>": 50261,
|
| 38 |
+
"<|el|>": 50281,
|
| 39 |
+
"<|en|>": 50259,
|
| 40 |
+
"<|es|>": 50262,
|
| 41 |
+
"<|et|>": 50307,
|
| 42 |
+
"<|eu|>": 50310,
|
| 43 |
+
"<|fa|>": 50300,
|
| 44 |
+
"<|fi|>": 50277,
|
| 45 |
+
"<|fo|>": 50338,
|
| 46 |
+
"<|fr|>": 50265,
|
| 47 |
+
"<|gl|>": 50319,
|
| 48 |
+
"<|gu|>": 50333,
|
| 49 |
+
"<|haw|>": 50352,
|
| 50 |
+
"<|ha|>": 50354,
|
| 51 |
+
"<|he|>": 50279,
|
| 52 |
+
"<|hi|>": 50276,
|
| 53 |
+
"<|hr|>": 50291,
|
| 54 |
+
"<|ht|>": 50339,
|
| 55 |
+
"<|hu|>": 50286,
|
| 56 |
+
"<|hy|>": 50312,
|
| 57 |
+
"<|id|>": 50275,
|
| 58 |
+
"<|is|>": 50311,
|
| 59 |
+
"<|it|>": 50274,
|
| 60 |
+
"<|ja|>": 50266,
|
| 61 |
+
"<|jw|>": 50356,
|
| 62 |
+
"<|ka|>": 50329,
|
| 63 |
+
"<|kk|>": 50316,
|
| 64 |
+
"<|km|>": 50323,
|
| 65 |
+
"<|kn|>": 50306,
|
| 66 |
+
"<|ko|>": 50264,
|
| 67 |
+
"<|la|>": 50294,
|
| 68 |
+
"<|lb|>": 50345,
|
| 69 |
+
"<|ln|>": 50353,
|
| 70 |
+
"<|lo|>": 50336,
|
| 71 |
+
"<|lt|>": 50293,
|
| 72 |
+
"<|lv|>": 50301,
|
| 73 |
+
"<|mg|>": 50349,
|
| 74 |
+
"<|mi|>": 50295,
|
| 75 |
+
"<|mk|>": 50308,
|
| 76 |
+
"<|ml|>": 50296,
|
| 77 |
+
"<|mn|>": 50314,
|
| 78 |
+
"<|mr|>": 50320,
|
| 79 |
+
"<|ms|>": 50282,
|
| 80 |
+
"<|mt|>": 50343,
|
| 81 |
+
"<|my|>": 50346,
|
| 82 |
+
"<|ne|>": 50313,
|
| 83 |
+
"<|nl|>": 50271,
|
| 84 |
+
"<|nn|>": 50342,
|
| 85 |
+
"<|no|>": 50288,
|
| 86 |
+
"<|oc|>": 50328,
|
| 87 |
+
"<|pa|>": 50321,
|
| 88 |
+
"<|pl|>": 50269,
|
| 89 |
+
"<|ps|>": 50340,
|
| 90 |
+
"<|pt|>": 50267,
|
| 91 |
+
"<|ro|>": 50284,
|
| 92 |
+
"<|ru|>": 50263,
|
| 93 |
+
"<|sa|>": 50344,
|
| 94 |
+
"<|sd|>": 50332,
|
| 95 |
+
"<|si|>": 50322,
|
| 96 |
+
"<|sk|>": 50298,
|
| 97 |
+
"<|sl|>": 50305,
|
| 98 |
+
"<|sn|>": 50324,
|
| 99 |
+
"<|so|>": 50326,
|
| 100 |
+
"<|sq|>": 50317,
|
| 101 |
+
"<|sr|>": 50303,
|
| 102 |
+
"<|su|>": 50357,
|
| 103 |
+
"<|sv|>": 50273,
|
| 104 |
+
"<|sw|>": 50318,
|
| 105 |
+
"<|ta|>": 50287,
|
| 106 |
+
"<|te|>": 50299,
|
| 107 |
+
"<|tg|>": 50331,
|
| 108 |
+
"<|th|>": 50289,
|
| 109 |
+
"<|tk|>": 50341,
|
| 110 |
+
"<|tl|>": 50348,
|
| 111 |
+
"<|tr|>": 50268,
|
| 112 |
+
"<|tt|>": 50351,
|
| 113 |
+
"<|uk|>": 50280,
|
| 114 |
+
"<|ur|>": 50290,
|
| 115 |
+
"<|uz|>": 50337,
|
| 116 |
+
"<|vi|>": 50278,
|
| 117 |
+
"<|yi|>": 50335,
|
| 118 |
+
"<|yo|>": 50325,
|
| 119 |
+
"<|zh|>": 50260
|
| 120 |
+
},
|
| 121 |
+
"max_initial_timestamp_index": 1,
|
| 122 |
+
"max_length": 448,
|
| 123 |
+
"no_timestamps_token_id": 50363,
|
| 124 |
+
"pad_token_id": 50257,
|
| 125 |
+
"return_timestamps": false,
|
| 126 |
+
"suppress_tokens": [
|
| 127 |
+
1,
|
| 128 |
+
2,
|
| 129 |
+
7,
|
| 130 |
+
8,
|
| 131 |
+
9,
|
| 132 |
+
10,
|
| 133 |
+
14,
|
| 134 |
+
25,
|
| 135 |
+
26,
|
| 136 |
+
27,
|
| 137 |
+
28,
|
| 138 |
+
29,
|
| 139 |
+
31,
|
| 140 |
+
58,
|
| 141 |
+
59,
|
| 142 |
+
60,
|
| 143 |
+
61,
|
| 144 |
+
62,
|
| 145 |
+
63,
|
| 146 |
+
90,
|
| 147 |
+
91,
|
| 148 |
+
92,
|
| 149 |
+
93,
|
| 150 |
+
359,
|
| 151 |
+
503,
|
| 152 |
+
522,
|
| 153 |
+
542,
|
| 154 |
+
873,
|
| 155 |
+
893,
|
| 156 |
+
902,
|
| 157 |
+
918,
|
| 158 |
+
922,
|
| 159 |
+
931,
|
| 160 |
+
1350,
|
| 161 |
+
1853,
|
| 162 |
+
1982,
|
| 163 |
+
2460,
|
| 164 |
+
2627,
|
| 165 |
+
3246,
|
| 166 |
+
3253,
|
| 167 |
+
3268,
|
| 168 |
+
3536,
|
| 169 |
+
3846,
|
| 170 |
+
3961,
|
| 171 |
+
4183,
|
| 172 |
+
4667,
|
| 173 |
+
6585,
|
| 174 |
+
6647,
|
| 175 |
+
7273,
|
| 176 |
+
9061,
|
| 177 |
+
9383,
|
| 178 |
+
10428,
|
| 179 |
+
10929,
|
| 180 |
+
11938,
|
| 181 |
+
12033,
|
| 182 |
+
12331,
|
| 183 |
+
12562,
|
| 184 |
+
13793,
|
| 185 |
+
14157,
|
| 186 |
+
14635,
|
| 187 |
+
15265,
|
| 188 |
+
15618,
|
| 189 |
+
16553,
|
| 190 |
+
16604,
|
| 191 |
+
18362,
|
| 192 |
+
18956,
|
| 193 |
+
20075,
|
| 194 |
+
21675,
|
| 195 |
+
22520,
|
| 196 |
+
26130,
|
| 197 |
+
26161,
|
| 198 |
+
26435,
|
| 199 |
+
28279,
|
| 200 |
+
29464,
|
| 201 |
+
31650,
|
| 202 |
+
32302,
|
| 203 |
+
32470,
|
| 204 |
+
36865,
|
| 205 |
+
42863,
|
| 206 |
+
47425,
|
| 207 |
+
49870,
|
| 208 |
+
50254,
|
| 209 |
+
50258,
|
| 210 |
+
50358,
|
| 211 |
+
50359,
|
| 212 |
+
50360,
|
| 213 |
+
50361,
|
| 214 |
+
50362
|
| 215 |
+
],
|
| 216 |
+
"task_to_id": {
|
| 217 |
+
"transcribe": 50359,
|
| 218 |
+
"translate": 50358
|
| 219 |
+
},
|
| 220 |
+
"transformers_version": "4.29.2"
|
| 221 |
+
}
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"chunk_length": 30,
|
| 3 |
+
"feature_extractor_type": "WhisperFeatureExtractor",
|
| 4 |
+
"feature_size": 80,
|
| 5 |
+
"hop_length": 160,
|
| 6 |
+
"n_fft": 400,
|
| 7 |
+
"n_samples": 480000,
|
| 8 |
+
"nb_max_frames": 3000,
|
| 9 |
+
"padding_side": "right",
|
| 10 |
+
"padding_value": 0.0,
|
| 11 |
+
"processor_class": "WhisperProcessor",
|
| 12 |
+
"return_attention_mask": false,
|
| 13 |
+
"sampling_rate": 16000
|
| 14 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ec2cabdd38979e61d3d055080727e03a5ad43e2d82de26580ddb1a5f9e0665fb
|
| 3 |
+
size 967102601
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c511bc1c773c81cbdda21e21f3120d170842f92f5ae104cf580bd74c0aa1f05
|
| 3 |
+
size 14575
|
scaler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d6f11c0d658b03bd690bbcc184a8b746a07066a7dd7ac3e634acd33bd7e46938
|
| 3 |
+
size 557
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fba01d7c0d53a31d0b52bbce4e36eb81f51d9f7b978c41220838cdc9eb722043
|
| 3 |
+
size 627
|
trainer_state.json
ADDED
|
@@ -0,0 +1,2854 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.09221997112035751,
|
| 3 |
+
"best_model_checkpoint": "./openai/whisper-small-gom-LDC-v1.3-repeating-not fixed/checkpoint-11000",
|
| 4 |
+
"epoch": 2.846790890269151,
|
| 5 |
+
"global_step": 11000,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.01,
|
| 12 |
+
"learning_rate": 3.36e-07,
|
| 13 |
+
"loss": 4.6764,
|
| 14 |
+
"step": 25
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.01,
|
| 18 |
+
"learning_rate": 7.2e-07,
|
| 19 |
+
"loss": 3.7914,
|
| 20 |
+
"step": 50
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 0.02,
|
| 24 |
+
"learning_rate": 1.12e-06,
|
| 25 |
+
"loss": 2.6046,
|
| 26 |
+
"step": 75
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 0.03,
|
| 30 |
+
"learning_rate": 1.5199999999999998e-06,
|
| 31 |
+
"loss": 1.6768,
|
| 32 |
+
"step": 100
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 0.03,
|
| 36 |
+
"learning_rate": 1.92e-06,
|
| 37 |
+
"loss": 1.3718,
|
| 38 |
+
"step": 125
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 0.04,
|
| 42 |
+
"learning_rate": 2.32e-06,
|
| 43 |
+
"loss": 1.2488,
|
| 44 |
+
"step": 150
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.05,
|
| 48 |
+
"learning_rate": 2.7200000000000002e-06,
|
| 49 |
+
"loss": 1.253,
|
| 50 |
+
"step": 175
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 0.05,
|
| 54 |
+
"learning_rate": 3.1199999999999998e-06,
|
| 55 |
+
"loss": 1.1124,
|
| 56 |
+
"step": 200
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 0.06,
|
| 60 |
+
"learning_rate": 3.5199999999999998e-06,
|
| 61 |
+
"loss": 1.0475,
|
| 62 |
+
"step": 225
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 0.06,
|
| 66 |
+
"learning_rate": 3.92e-06,
|
| 67 |
+
"loss": 0.9747,
|
| 68 |
+
"step": 250
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 0.07,
|
| 72 |
+
"learning_rate": 4.32e-06,
|
| 73 |
+
"loss": 0.8999,
|
| 74 |
+
"step": 275
|
| 75 |
+
},
|
| 76 |
+
{
|
| 77 |
+
"epoch": 0.08,
|
| 78 |
+
"learning_rate": 4.72e-06,
|
| 79 |
+
"loss": 0.8971,
|
| 80 |
+
"step": 300
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 0.08,
|
| 84 |
+
"learning_rate": 5.12e-06,
|
| 85 |
+
"loss": 0.749,
|
| 86 |
+
"step": 325
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 0.09,
|
| 90 |
+
"learning_rate": 5.52e-06,
|
| 91 |
+
"loss": 0.6336,
|
| 92 |
+
"step": 350
|
| 93 |
+
},
|
| 94 |
+
{
|
| 95 |
+
"epoch": 0.1,
|
| 96 |
+
"learning_rate": 5.92e-06,
|
| 97 |
+
"loss": 0.4841,
|
| 98 |
+
"step": 375
|
| 99 |
+
},
|
| 100 |
+
{
|
| 101 |
+
"epoch": 0.1,
|
| 102 |
+
"learning_rate": 6.32e-06,
|
| 103 |
+
"loss": 0.4429,
|
| 104 |
+
"step": 400
|
| 105 |
+
},
|
| 106 |
+
{
|
| 107 |
+
"epoch": 0.11,
|
| 108 |
+
"learning_rate": 6.719999999999999e-06,
|
| 109 |
+
"loss": 0.4465,
|
| 110 |
+
"step": 425
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"epoch": 0.12,
|
| 114 |
+
"learning_rate": 7.12e-06,
|
| 115 |
+
"loss": 0.4767,
|
| 116 |
+
"step": 450
|
| 117 |
+
},
|
| 118 |
+
{
|
| 119 |
+
"epoch": 0.12,
|
| 120 |
+
"learning_rate": 7.519999999999999e-06,
|
| 121 |
+
"loss": 0.4209,
|
| 122 |
+
"step": 475
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 0.13,
|
| 126 |
+
"learning_rate": 7.92e-06,
|
| 127 |
+
"loss": 0.4128,
|
| 128 |
+
"step": 500
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 0.13,
|
| 132 |
+
"eval_loss": 0.40222010016441345,
|
| 133 |
+
"eval_runtime": 4775.0561,
|
| 134 |
+
"eval_samples_per_second": 2.284,
|
| 135 |
+
"eval_steps_per_second": 0.286,
|
| 136 |
+
"eval_wer": 73.57266936884771,
|
| 137 |
+
"step": 500
|
| 138 |
+
},
|
| 139 |
+
{
|
| 140 |
+
"epoch": 0.14,
|
| 141 |
+
"learning_rate": 7.98557518932564e-06,
|
| 142 |
+
"loss": 0.3573,
|
| 143 |
+
"step": 525
|
| 144 |
+
},
|
| 145 |
+
{
|
| 146 |
+
"epoch": 0.14,
|
| 147 |
+
"learning_rate": 7.967544175982689e-06,
|
| 148 |
+
"loss": 0.411,
|
| 149 |
+
"step": 550
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 0.15,
|
| 153 |
+
"learning_rate": 7.94951316263974e-06,
|
| 154 |
+
"loss": 0.3807,
|
| 155 |
+
"step": 575
|
| 156 |
+
},
|
| 157 |
+
{
|
| 158 |
+
"epoch": 0.16,
|
| 159 |
+
"learning_rate": 7.93148214929679e-06,
|
| 160 |
+
"loss": 0.3108,
|
| 161 |
+
"step": 600
|
| 162 |
+
},
|
| 163 |
+
{
|
| 164 |
+
"epoch": 0.16,
|
| 165 |
+
"learning_rate": 7.91345113595384e-06,
|
| 166 |
+
"loss": 0.3786,
|
| 167 |
+
"step": 625
|
| 168 |
+
},
|
| 169 |
+
{
|
| 170 |
+
"epoch": 0.17,
|
| 171 |
+
"learning_rate": 7.895420122610891e-06,
|
| 172 |
+
"loss": 0.3971,
|
| 173 |
+
"step": 650
|
| 174 |
+
},
|
| 175 |
+
{
|
| 176 |
+
"epoch": 0.17,
|
| 177 |
+
"learning_rate": 7.87738910926794e-06,
|
| 178 |
+
"loss": 0.361,
|
| 179 |
+
"step": 675
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"epoch": 0.18,
|
| 183 |
+
"learning_rate": 7.85935809592499e-06,
|
| 184 |
+
"loss": 0.3319,
|
| 185 |
+
"step": 700
|
| 186 |
+
},
|
| 187 |
+
{
|
| 188 |
+
"epoch": 0.19,
|
| 189 |
+
"learning_rate": 7.84132708258204e-06,
|
| 190 |
+
"loss": 0.3615,
|
| 191 |
+
"step": 725
|
| 192 |
+
},
|
| 193 |
+
{
|
| 194 |
+
"epoch": 0.19,
|
| 195 |
+
"learning_rate": 7.823296069239091e-06,
|
| 196 |
+
"loss": 0.3228,
|
| 197 |
+
"step": 750
|
| 198 |
+
},
|
| 199 |
+
{
|
| 200 |
+
"epoch": 0.2,
|
| 201 |
+
"learning_rate": 7.805265055896142e-06,
|
| 202 |
+
"loss": 0.3479,
|
| 203 |
+
"step": 775
|
| 204 |
+
},
|
| 205 |
+
{
|
| 206 |
+
"epoch": 0.21,
|
| 207 |
+
"learning_rate": 7.787234042553192e-06,
|
| 208 |
+
"loss": 0.3281,
|
| 209 |
+
"step": 800
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"epoch": 0.21,
|
| 213 |
+
"learning_rate": 7.769203029210241e-06,
|
| 214 |
+
"loss": 0.2795,
|
| 215 |
+
"step": 825
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 0.22,
|
| 219 |
+
"learning_rate": 7.751172015867292e-06,
|
| 220 |
+
"loss": 0.2753,
|
| 221 |
+
"step": 850
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 0.23,
|
| 225 |
+
"learning_rate": 7.73314100252434e-06,
|
| 226 |
+
"loss": 0.3094,
|
| 227 |
+
"step": 875
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 0.23,
|
| 231 |
+
"learning_rate": 7.715109989181391e-06,
|
| 232 |
+
"loss": 0.2997,
|
| 233 |
+
"step": 900
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 0.24,
|
| 237 |
+
"learning_rate": 7.697078975838442e-06,
|
| 238 |
+
"loss": 0.3097,
|
| 239 |
+
"step": 925
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 0.25,
|
| 243 |
+
"learning_rate": 7.679047962495492e-06,
|
| 244 |
+
"loss": 0.2546,
|
| 245 |
+
"step": 950
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 0.25,
|
| 249 |
+
"learning_rate": 7.661016949152543e-06,
|
| 250 |
+
"loss": 0.32,
|
| 251 |
+
"step": 975
|
| 252 |
+
},
|
| 253 |
+
{
|
| 254 |
+
"epoch": 0.26,
|
| 255 |
+
"learning_rate": 7.642985935809593e-06,
|
| 256 |
+
"loss": 0.2796,
|
| 257 |
+
"step": 1000
|
| 258 |
+
},
|
| 259 |
+
{
|
| 260 |
+
"epoch": 0.26,
|
| 261 |
+
"eval_loss": 0.2927670180797577,
|
| 262 |
+
"eval_runtime": 4502.0818,
|
| 263 |
+
"eval_samples_per_second": 2.423,
|
| 264 |
+
"eval_steps_per_second": 0.303,
|
| 265 |
+
"eval_wer": 51.43794634240494,
|
| 266 |
+
"step": 1000
|
| 267 |
+
},
|
| 268 |
+
{
|
| 269 |
+
"epoch": 0.27,
|
| 270 |
+
"learning_rate": 7.624954922466642e-06,
|
| 271 |
+
"loss": 0.2974,
|
| 272 |
+
"step": 1025
|
| 273 |
+
},
|
| 274 |
+
{
|
| 275 |
+
"epoch": 0.27,
|
| 276 |
+
"learning_rate": 7.606923909123692e-06,
|
| 277 |
+
"loss": 0.2887,
|
| 278 |
+
"step": 1050
|
| 279 |
+
},
|
| 280 |
+
{
|
| 281 |
+
"epoch": 0.28,
|
| 282 |
+
"learning_rate": 7.588892895780742e-06,
|
| 283 |
+
"loss": 0.2648,
|
| 284 |
+
"step": 1075
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"epoch": 0.28,
|
| 288 |
+
"learning_rate": 7.570861882437793e-06,
|
| 289 |
+
"loss": 0.2784,
|
| 290 |
+
"step": 1100
|
| 291 |
+
},
|
| 292 |
+
{
|
| 293 |
+
"epoch": 0.29,
|
| 294 |
+
"learning_rate": 7.552830869094843e-06,
|
| 295 |
+
"loss": 0.241,
|
| 296 |
+
"step": 1125
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 0.3,
|
| 300 |
+
"learning_rate": 7.534799855751893e-06,
|
| 301 |
+
"loss": 0.2438,
|
| 302 |
+
"step": 1150
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 0.3,
|
| 306 |
+
"learning_rate": 7.516768842408943e-06,
|
| 307 |
+
"loss": 0.3066,
|
| 308 |
+
"step": 1175
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 0.31,
|
| 312 |
+
"learning_rate": 7.498737829065994e-06,
|
| 313 |
+
"loss": 0.2939,
|
| 314 |
+
"step": 1200
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 0.32,
|
| 318 |
+
"learning_rate": 7.4807068157230435e-06,
|
| 319 |
+
"loss": 0.29,
|
| 320 |
+
"step": 1225
|
| 321 |
+
},
|
| 322 |
+
{
|
| 323 |
+
"epoch": 0.32,
|
| 324 |
+
"learning_rate": 7.462675802380093e-06,
|
| 325 |
+
"loss": 0.2659,
|
| 326 |
+
"step": 1250
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 0.33,
|
| 330 |
+
"learning_rate": 7.444644789037144e-06,
|
| 331 |
+
"loss": 0.2268,
|
| 332 |
+
"step": 1275
|
| 333 |
+
},
|
| 334 |
+
{
|
| 335 |
+
"epoch": 0.34,
|
| 336 |
+
"learning_rate": 7.426613775694193e-06,
|
| 337 |
+
"loss": 0.2845,
|
| 338 |
+
"step": 1300
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 0.34,
|
| 342 |
+
"learning_rate": 7.408582762351244e-06,
|
| 343 |
+
"loss": 0.2655,
|
| 344 |
+
"step": 1325
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 0.35,
|
| 348 |
+
"learning_rate": 7.3905517490082935e-06,
|
| 349 |
+
"loss": 0.2648,
|
| 350 |
+
"step": 1350
|
| 351 |
+
},
|
| 352 |
+
{
|
| 353 |
+
"epoch": 0.36,
|
| 354 |
+
"learning_rate": 7.372520735665344e-06,
|
| 355 |
+
"loss": 0.2757,
|
| 356 |
+
"step": 1375
|
| 357 |
+
},
|
| 358 |
+
{
|
| 359 |
+
"epoch": 0.36,
|
| 360 |
+
"learning_rate": 7.3544897223223945e-06,
|
| 361 |
+
"loss": 0.254,
|
| 362 |
+
"step": 1400
|
| 363 |
+
},
|
| 364 |
+
{
|
| 365 |
+
"epoch": 0.37,
|
| 366 |
+
"learning_rate": 7.336458708979444e-06,
|
| 367 |
+
"loss": 0.2316,
|
| 368 |
+
"step": 1425
|
| 369 |
+
},
|
| 370 |
+
{
|
| 371 |
+
"epoch": 0.38,
|
| 372 |
+
"learning_rate": 7.318427695636495e-06,
|
| 373 |
+
"loss": 0.2831,
|
| 374 |
+
"step": 1450
|
| 375 |
+
},
|
| 376 |
+
{
|
| 377 |
+
"epoch": 0.38,
|
| 378 |
+
"learning_rate": 7.300396682293545e-06,
|
| 379 |
+
"loss": 0.2383,
|
| 380 |
+
"step": 1475
|
| 381 |
+
},
|
| 382 |
+
{
|
| 383 |
+
"epoch": 0.39,
|
| 384 |
+
"learning_rate": 7.282365668950595e-06,
|
| 385 |
+
"loss": 0.2821,
|
| 386 |
+
"step": 1500
|
| 387 |
+
},
|
| 388 |
+
{
|
| 389 |
+
"epoch": 0.39,
|
| 390 |
+
"eval_loss": 0.24086758494377136,
|
| 391 |
+
"eval_runtime": 4425.709,
|
| 392 |
+
"eval_samples_per_second": 2.464,
|
| 393 |
+
"eval_steps_per_second": 0.308,
|
| 394 |
+
"eval_wer": 45.50472881683073,
|
| 395 |
+
"step": 1500
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 0.39,
|
| 399 |
+
"learning_rate": 7.2643346556076454e-06,
|
| 400 |
+
"loss": 0.2544,
|
| 401 |
+
"step": 1525
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 0.4,
|
| 405 |
+
"learning_rate": 7.246303642264694e-06,
|
| 406 |
+
"loss": 0.2726,
|
| 407 |
+
"step": 1550
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 0.41,
|
| 411 |
+
"learning_rate": 7.228272628921745e-06,
|
| 412 |
+
"loss": 0.2381,
|
| 413 |
+
"step": 1575
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 0.41,
|
| 417 |
+
"learning_rate": 7.210241615578795e-06,
|
| 418 |
+
"loss": 0.2367,
|
| 419 |
+
"step": 1600
|
| 420 |
+
},
|
| 421 |
+
{
|
| 422 |
+
"epoch": 0.42,
|
| 423 |
+
"learning_rate": 7.192210602235845e-06,
|
| 424 |
+
"loss": 0.2094,
|
| 425 |
+
"step": 1625
|
| 426 |
+
},
|
| 427 |
+
{
|
| 428 |
+
"epoch": 0.43,
|
| 429 |
+
"learning_rate": 7.1741795888928955e-06,
|
| 430 |
+
"loss": 0.2214,
|
| 431 |
+
"step": 1650
|
| 432 |
+
},
|
| 433 |
+
{
|
| 434 |
+
"epoch": 0.43,
|
| 435 |
+
"learning_rate": 7.156148575549946e-06,
|
| 436 |
+
"loss": 0.2174,
|
| 437 |
+
"step": 1675
|
| 438 |
+
},
|
| 439 |
+
{
|
| 440 |
+
"epoch": 0.44,
|
| 441 |
+
"learning_rate": 7.138117562206996e-06,
|
| 442 |
+
"loss": 0.2455,
|
| 443 |
+
"step": 1700
|
| 444 |
+
},
|
| 445 |
+
{
|
| 446 |
+
"epoch": 0.45,
|
| 447 |
+
"learning_rate": 7.120086548864046e-06,
|
| 448 |
+
"loss": 0.2173,
|
| 449 |
+
"step": 1725
|
| 450 |
+
},
|
| 451 |
+
{
|
| 452 |
+
"epoch": 0.45,
|
| 453 |
+
"learning_rate": 7.102055535521096e-06,
|
| 454 |
+
"loss": 0.2356,
|
| 455 |
+
"step": 1750
|
| 456 |
+
},
|
| 457 |
+
{
|
| 458 |
+
"epoch": 0.46,
|
| 459 |
+
"learning_rate": 7.084024522178146e-06,
|
| 460 |
+
"loss": 0.2346,
|
| 461 |
+
"step": 1775
|
| 462 |
+
},
|
| 463 |
+
{
|
| 464 |
+
"epoch": 0.47,
|
| 465 |
+
"learning_rate": 7.065993508835197e-06,
|
| 466 |
+
"loss": 0.1862,
|
| 467 |
+
"step": 1800
|
| 468 |
+
},
|
| 469 |
+
{
|
| 470 |
+
"epoch": 0.47,
|
| 471 |
+
"learning_rate": 7.047962495492246e-06,
|
| 472 |
+
"loss": 0.2338,
|
| 473 |
+
"step": 1825
|
| 474 |
+
},
|
| 475 |
+
{
|
| 476 |
+
"epoch": 0.48,
|
| 477 |
+
"learning_rate": 7.029931482149296e-06,
|
| 478 |
+
"loss": 0.2051,
|
| 479 |
+
"step": 1850
|
| 480 |
+
},
|
| 481 |
+
{
|
| 482 |
+
"epoch": 0.49,
|
| 483 |
+
"learning_rate": 7.011900468806347e-06,
|
| 484 |
+
"loss": 0.2204,
|
| 485 |
+
"step": 1875
|
| 486 |
+
},
|
| 487 |
+
{
|
| 488 |
+
"epoch": 0.49,
|
| 489 |
+
"learning_rate": 6.993869455463396e-06,
|
| 490 |
+
"loss": 0.2079,
|
| 491 |
+
"step": 1900
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"epoch": 0.5,
|
| 495 |
+
"learning_rate": 6.975838442120447e-06,
|
| 496 |
+
"loss": 0.2269,
|
| 497 |
+
"step": 1925
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 0.5,
|
| 501 |
+
"learning_rate": 6.957807428777497e-06,
|
| 502 |
+
"loss": 0.2508,
|
| 503 |
+
"step": 1950
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 0.51,
|
| 507 |
+
"learning_rate": 6.939776415434547e-06,
|
| 508 |
+
"loss": 0.2134,
|
| 509 |
+
"step": 1975
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"epoch": 0.52,
|
| 513 |
+
"learning_rate": 6.921745402091598e-06,
|
| 514 |
+
"loss": 0.2378,
|
| 515 |
+
"step": 2000
|
| 516 |
+
},
|
| 517 |
+
{
|
| 518 |
+
"epoch": 0.52,
|
| 519 |
+
"eval_loss": 0.20588794350624084,
|
| 520 |
+
"eval_runtime": 4387.4072,
|
| 521 |
+
"eval_samples_per_second": 2.486,
|
| 522 |
+
"eval_steps_per_second": 0.311,
|
| 523 |
+
"eval_wer": 37.6066396448562,
|
| 524 |
+
"step": 2000
|
| 525 |
+
},
|
| 526 |
+
{
|
| 527 |
+
"epoch": 0.52,
|
| 528 |
+
"learning_rate": 6.903714388748647e-06,
|
| 529 |
+
"loss": 0.2252,
|
| 530 |
+
"step": 2025
|
| 531 |
+
},
|
| 532 |
+
{
|
| 533 |
+
"epoch": 0.53,
|
| 534 |
+
"learning_rate": 6.885683375405698e-06,
|
| 535 |
+
"loss": 0.2178,
|
| 536 |
+
"step": 2050
|
| 537 |
+
},
|
| 538 |
+
{
|
| 539 |
+
"epoch": 0.54,
|
| 540 |
+
"learning_rate": 6.867652362062748e-06,
|
| 541 |
+
"loss": 0.1849,
|
| 542 |
+
"step": 2075
|
| 543 |
+
},
|
| 544 |
+
{
|
| 545 |
+
"epoch": 0.54,
|
| 546 |
+
"learning_rate": 6.849621348719798e-06,
|
| 547 |
+
"loss": 0.1764,
|
| 548 |
+
"step": 2100
|
| 549 |
+
},
|
| 550 |
+
{
|
| 551 |
+
"epoch": 0.55,
|
| 552 |
+
"learning_rate": 6.831590335376848e-06,
|
| 553 |
+
"loss": 0.1591,
|
| 554 |
+
"step": 2125
|
| 555 |
+
},
|
| 556 |
+
{
|
| 557 |
+
"epoch": 0.56,
|
| 558 |
+
"learning_rate": 6.813559322033897e-06,
|
| 559 |
+
"loss": 0.2159,
|
| 560 |
+
"step": 2150
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 0.56,
|
| 564 |
+
"learning_rate": 6.795528308690948e-06,
|
| 565 |
+
"loss": 0.1972,
|
| 566 |
+
"step": 2175
|
| 567 |
+
},
|
| 568 |
+
{
|
| 569 |
+
"epoch": 0.57,
|
| 570 |
+
"learning_rate": 6.777497295347998e-06,
|
| 571 |
+
"loss": 0.1974,
|
| 572 |
+
"step": 2200
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 0.58,
|
| 576 |
+
"learning_rate": 6.759466282005048e-06,
|
| 577 |
+
"loss": 0.1883,
|
| 578 |
+
"step": 2225
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
+
"epoch": 0.58,
|
| 582 |
+
"learning_rate": 6.7414352686620985e-06,
|
| 583 |
+
"loss": 0.1917,
|
| 584 |
+
"step": 2250
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 0.59,
|
| 588 |
+
"learning_rate": 6.723404255319149e-06,
|
| 589 |
+
"loss": 0.1953,
|
| 590 |
+
"step": 2275
|
| 591 |
+
},
|
| 592 |
+
{
|
| 593 |
+
"epoch": 0.6,
|
| 594 |
+
"learning_rate": 6.705373241976199e-06,
|
| 595 |
+
"loss": 0.1929,
|
| 596 |
+
"step": 2300
|
| 597 |
+
},
|
| 598 |
+
{
|
| 599 |
+
"epoch": 0.6,
|
| 600 |
+
"learning_rate": 6.687342228633249e-06,
|
| 601 |
+
"loss": 0.2116,
|
| 602 |
+
"step": 2325
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 0.61,
|
| 606 |
+
"learning_rate": 6.669311215290299e-06,
|
| 607 |
+
"loss": 0.2196,
|
| 608 |
+
"step": 2350
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 0.61,
|
| 612 |
+
"learning_rate": 6.651280201947349e-06,
|
| 613 |
+
"loss": 0.1934,
|
| 614 |
+
"step": 2375
|
| 615 |
+
},
|
| 616 |
+
{
|
| 617 |
+
"epoch": 0.62,
|
| 618 |
+
"learning_rate": 6.6332491886044e-06,
|
| 619 |
+
"loss": 0.1799,
|
| 620 |
+
"step": 2400
|
| 621 |
+
},
|
| 622 |
+
{
|
| 623 |
+
"epoch": 0.63,
|
| 624 |
+
"learning_rate": 6.615218175261449e-06,
|
| 625 |
+
"loss": 0.1948,
|
| 626 |
+
"step": 2425
|
| 627 |
+
},
|
| 628 |
+
{
|
| 629 |
+
"epoch": 0.63,
|
| 630 |
+
"learning_rate": 6.597187161918499e-06,
|
| 631 |
+
"loss": 0.2599,
|
| 632 |
+
"step": 2450
|
| 633 |
+
},
|
| 634 |
+
{
|
| 635 |
+
"epoch": 0.64,
|
| 636 |
+
"learning_rate": 6.57915614857555e-06,
|
| 637 |
+
"loss": 0.1955,
|
| 638 |
+
"step": 2475
|
| 639 |
+
},
|
| 640 |
+
{
|
| 641 |
+
"epoch": 0.65,
|
| 642 |
+
"learning_rate": 6.5611251352325995e-06,
|
| 643 |
+
"loss": 0.1903,
|
| 644 |
+
"step": 2500
|
| 645 |
+
},
|
| 646 |
+
{
|
| 647 |
+
"epoch": 0.65,
|
| 648 |
+
"eval_loss": 0.1840863972902298,
|
| 649 |
+
"eval_runtime": 4427.3622,
|
| 650 |
+
"eval_samples_per_second": 2.464,
|
| 651 |
+
"eval_steps_per_second": 0.308,
|
| 652 |
+
"eval_wer": 34.27909669947887,
|
| 653 |
+
"step": 2500
|
| 654 |
+
},
|
| 655 |
+
{
|
| 656 |
+
"epoch": 0.65,
|
| 657 |
+
"learning_rate": 6.54309412188965e-06,
|
| 658 |
+
"loss": 0.1986,
|
| 659 |
+
"step": 2525
|
| 660 |
+
},
|
| 661 |
+
{
|
| 662 |
+
"epoch": 0.66,
|
| 663 |
+
"learning_rate": 6.5250631085467e-06,
|
| 664 |
+
"loss": 0.185,
|
| 665 |
+
"step": 2550
|
| 666 |
+
},
|
| 667 |
+
{
|
| 668 |
+
"epoch": 0.67,
|
| 669 |
+
"learning_rate": 6.50703209520375e-06,
|
| 670 |
+
"loss": 0.2186,
|
| 671 |
+
"step": 2575
|
| 672 |
+
},
|
| 673 |
+
{
|
| 674 |
+
"epoch": 0.67,
|
| 675 |
+
"learning_rate": 6.489001081860801e-06,
|
| 676 |
+
"loss": 0.2152,
|
| 677 |
+
"step": 2600
|
| 678 |
+
},
|
| 679 |
+
{
|
| 680 |
+
"epoch": 0.68,
|
| 681 |
+
"learning_rate": 6.47097006851785e-06,
|
| 682 |
+
"loss": 0.1774,
|
| 683 |
+
"step": 2625
|
| 684 |
+
},
|
| 685 |
+
{
|
| 686 |
+
"epoch": 0.69,
|
| 687 |
+
"learning_rate": 6.452939055174901e-06,
|
| 688 |
+
"loss": 0.1798,
|
| 689 |
+
"step": 2650
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 0.69,
|
| 693 |
+
"learning_rate": 6.434908041831951e-06,
|
| 694 |
+
"loss": 0.1746,
|
| 695 |
+
"step": 2675
|
| 696 |
+
},
|
| 697 |
+
{
|
| 698 |
+
"epoch": 0.7,
|
| 699 |
+
"learning_rate": 6.416877028489e-06,
|
| 700 |
+
"loss": 0.2079,
|
| 701 |
+
"step": 2700
|
| 702 |
+
},
|
| 703 |
+
{
|
| 704 |
+
"epoch": 0.71,
|
| 705 |
+
"learning_rate": 6.398846015146051e-06,
|
| 706 |
+
"loss": 0.187,
|
| 707 |
+
"step": 2725
|
| 708 |
+
},
|
| 709 |
+
{
|
| 710 |
+
"epoch": 0.71,
|
| 711 |
+
"learning_rate": 6.3808150018031e-06,
|
| 712 |
+
"loss": 0.1926,
|
| 713 |
+
"step": 2750
|
| 714 |
+
},
|
| 715 |
+
{
|
| 716 |
+
"epoch": 0.72,
|
| 717 |
+
"learning_rate": 6.362783988460151e-06,
|
| 718 |
+
"loss": 0.1701,
|
| 719 |
+
"step": 2775
|
| 720 |
+
},
|
| 721 |
+
{
|
| 722 |
+
"epoch": 0.72,
|
| 723 |
+
"learning_rate": 6.344752975117201e-06,
|
| 724 |
+
"loss": 0.167,
|
| 725 |
+
"step": 2800
|
| 726 |
+
},
|
| 727 |
+
{
|
| 728 |
+
"epoch": 0.73,
|
| 729 |
+
"learning_rate": 6.326721961774251e-06,
|
| 730 |
+
"loss": 0.2032,
|
| 731 |
+
"step": 2825
|
| 732 |
+
},
|
| 733 |
+
{
|
| 734 |
+
"epoch": 0.74,
|
| 735 |
+
"learning_rate": 6.308690948431302e-06,
|
| 736 |
+
"loss": 0.14,
|
| 737 |
+
"step": 2850
|
| 738 |
+
},
|
| 739 |
+
{
|
| 740 |
+
"epoch": 0.74,
|
| 741 |
+
"learning_rate": 6.290659935088352e-06,
|
| 742 |
+
"loss": 0.1754,
|
| 743 |
+
"step": 2875
|
| 744 |
+
},
|
| 745 |
+
{
|
| 746 |
+
"epoch": 0.75,
|
| 747 |
+
"learning_rate": 6.272628921745402e-06,
|
| 748 |
+
"loss": 0.1639,
|
| 749 |
+
"step": 2900
|
| 750 |
+
},
|
| 751 |
+
{
|
| 752 |
+
"epoch": 0.76,
|
| 753 |
+
"learning_rate": 6.254597908402452e-06,
|
| 754 |
+
"loss": 0.2081,
|
| 755 |
+
"step": 2925
|
| 756 |
+
},
|
| 757 |
+
{
|
| 758 |
+
"epoch": 0.76,
|
| 759 |
+
"learning_rate": 6.236566895059502e-06,
|
| 760 |
+
"loss": 0.1387,
|
| 761 |
+
"step": 2950
|
| 762 |
+
},
|
| 763 |
+
{
|
| 764 |
+
"epoch": 0.77,
|
| 765 |
+
"learning_rate": 6.2185358817165525e-06,
|
| 766 |
+
"loss": 0.1526,
|
| 767 |
+
"step": 2975
|
| 768 |
+
},
|
| 769 |
+
{
|
| 770 |
+
"epoch": 0.78,
|
| 771 |
+
"learning_rate": 6.200504868373602e-06,
|
| 772 |
+
"loss": 0.2271,
|
| 773 |
+
"step": 3000
|
| 774 |
+
},
|
| 775 |
+
{
|
| 776 |
+
"epoch": 0.78,
|
| 777 |
+
"eval_loss": 0.1636439859867096,
|
| 778 |
+
"eval_runtime": 4491.1529,
|
| 779 |
+
"eval_samples_per_second": 2.429,
|
| 780 |
+
"eval_steps_per_second": 0.304,
|
| 781 |
+
"eval_wer": 35.32908704883227,
|
| 782 |
+
"step": 3000
|
| 783 |
+
},
|
| 784 |
+
{
|
| 785 |
+
"epoch": 0.78,
|
| 786 |
+
"learning_rate": 6.182473855030652e-06,
|
| 787 |
+
"loss": 0.1551,
|
| 788 |
+
"step": 3025
|
| 789 |
+
},
|
| 790 |
+
{
|
| 791 |
+
"epoch": 0.79,
|
| 792 |
+
"learning_rate": 6.164442841687702e-06,
|
| 793 |
+
"loss": 0.1418,
|
| 794 |
+
"step": 3050
|
| 795 |
+
},
|
| 796 |
+
{
|
| 797 |
+
"epoch": 0.8,
|
| 798 |
+
"learning_rate": 6.146411828344753e-06,
|
| 799 |
+
"loss": 0.1699,
|
| 800 |
+
"step": 3075
|
| 801 |
+
},
|
| 802 |
+
{
|
| 803 |
+
"epoch": 0.8,
|
| 804 |
+
"learning_rate": 6.1283808150018025e-06,
|
| 805 |
+
"loss": 0.1632,
|
| 806 |
+
"step": 3100
|
| 807 |
+
},
|
| 808 |
+
{
|
| 809 |
+
"epoch": 0.81,
|
| 810 |
+
"learning_rate": 6.110349801658853e-06,
|
| 811 |
+
"loss": 0.1649,
|
| 812 |
+
"step": 3125
|
| 813 |
+
},
|
| 814 |
+
{
|
| 815 |
+
"epoch": 0.82,
|
| 816 |
+
"learning_rate": 6.0923187883159035e-06,
|
| 817 |
+
"loss": 0.1265,
|
| 818 |
+
"step": 3150
|
| 819 |
+
},
|
| 820 |
+
{
|
| 821 |
+
"epoch": 0.82,
|
| 822 |
+
"learning_rate": 6.074287774972953e-06,
|
| 823 |
+
"loss": 0.1562,
|
| 824 |
+
"step": 3175
|
| 825 |
+
},
|
| 826 |
+
{
|
| 827 |
+
"epoch": 0.83,
|
| 828 |
+
"learning_rate": 6.056256761630004e-06,
|
| 829 |
+
"loss": 0.166,
|
| 830 |
+
"step": 3200
|
| 831 |
+
},
|
| 832 |
+
{
|
| 833 |
+
"epoch": 0.83,
|
| 834 |
+
"learning_rate": 6.038225748287053e-06,
|
| 835 |
+
"loss": 0.1531,
|
| 836 |
+
"step": 3225
|
| 837 |
+
},
|
| 838 |
+
{
|
| 839 |
+
"epoch": 0.84,
|
| 840 |
+
"learning_rate": 6.020194734944104e-06,
|
| 841 |
+
"loss": 0.1707,
|
| 842 |
+
"step": 3250
|
| 843 |
+
},
|
| 844 |
+
{
|
| 845 |
+
"epoch": 0.85,
|
| 846 |
+
"learning_rate": 6.0021637216011544e-06,
|
| 847 |
+
"loss": 0.174,
|
| 848 |
+
"step": 3275
|
| 849 |
+
},
|
| 850 |
+
{
|
| 851 |
+
"epoch": 0.85,
|
| 852 |
+
"learning_rate": 5.984132708258203e-06,
|
| 853 |
+
"loss": 0.1562,
|
| 854 |
+
"step": 3300
|
| 855 |
+
},
|
| 856 |
+
{
|
| 857 |
+
"epoch": 0.86,
|
| 858 |
+
"learning_rate": 5.966101694915254e-06,
|
| 859 |
+
"loss": 0.1068,
|
| 860 |
+
"step": 3325
|
| 861 |
+
},
|
| 862 |
+
{
|
| 863 |
+
"epoch": 0.87,
|
| 864 |
+
"learning_rate": 5.948070681572304e-06,
|
| 865 |
+
"loss": 0.1473,
|
| 866 |
+
"step": 3350
|
| 867 |
+
},
|
| 868 |
+
{
|
| 869 |
+
"epoch": 0.87,
|
| 870 |
+
"learning_rate": 5.930039668229354e-06,
|
| 871 |
+
"loss": 0.1381,
|
| 872 |
+
"step": 3375
|
| 873 |
+
},
|
| 874 |
+
{
|
| 875 |
+
"epoch": 0.88,
|
| 876 |
+
"learning_rate": 5.9120086548864045e-06,
|
| 877 |
+
"loss": 0.1566,
|
| 878 |
+
"step": 3400
|
| 879 |
+
},
|
| 880 |
+
{
|
| 881 |
+
"epoch": 0.89,
|
| 882 |
+
"learning_rate": 5.893977641543454e-06,
|
| 883 |
+
"loss": 0.1537,
|
| 884 |
+
"step": 3425
|
| 885 |
+
},
|
| 886 |
+
{
|
| 887 |
+
"epoch": 0.89,
|
| 888 |
+
"learning_rate": 5.875946628200505e-06,
|
| 889 |
+
"loss": 0.1339,
|
| 890 |
+
"step": 3450
|
| 891 |
+
},
|
| 892 |
+
{
|
| 893 |
+
"epoch": 0.9,
|
| 894 |
+
"learning_rate": 5.857915614857555e-06,
|
| 895 |
+
"loss": 0.1187,
|
| 896 |
+
"step": 3475
|
| 897 |
+
},
|
| 898 |
+
{
|
| 899 |
+
"epoch": 0.91,
|
| 900 |
+
"learning_rate": 5.839884601514605e-06,
|
| 901 |
+
"loss": 0.1794,
|
| 902 |
+
"step": 3500
|
| 903 |
+
},
|
| 904 |
+
{
|
| 905 |
+
"epoch": 0.91,
|
| 906 |
+
"eval_loss": 0.15343192219734192,
|
| 907 |
+
"eval_runtime": 4341.7028,
|
| 908 |
+
"eval_samples_per_second": 2.512,
|
| 909 |
+
"eval_steps_per_second": 0.314,
|
| 910 |
+
"eval_wer": 28.291835552982047,
|
| 911 |
+
"step": 3500
|
| 912 |
+
},
|
| 913 |
+
{
|
| 914 |
+
"epoch": 0.91,
|
| 915 |
+
"learning_rate": 5.821853588171655e-06,
|
| 916 |
+
"loss": 0.1772,
|
| 917 |
+
"step": 3525
|
| 918 |
+
},
|
| 919 |
+
{
|
| 920 |
+
"epoch": 0.92,
|
| 921 |
+
"learning_rate": 5.803822574828706e-06,
|
| 922 |
+
"loss": 0.146,
|
| 923 |
+
"step": 3550
|
| 924 |
+
},
|
| 925 |
+
{
|
| 926 |
+
"epoch": 0.93,
|
| 927 |
+
"learning_rate": 5.785791561485755e-06,
|
| 928 |
+
"loss": 0.1211,
|
| 929 |
+
"step": 3575
|
| 930 |
+
},
|
| 931 |
+
{
|
| 932 |
+
"epoch": 0.93,
|
| 933 |
+
"learning_rate": 5.767760548142805e-06,
|
| 934 |
+
"loss": 0.1193,
|
| 935 |
+
"step": 3600
|
| 936 |
+
},
|
| 937 |
+
{
|
| 938 |
+
"epoch": 0.94,
|
| 939 |
+
"learning_rate": 5.749729534799855e-06,
|
| 940 |
+
"loss": 0.1324,
|
| 941 |
+
"step": 3625
|
| 942 |
+
},
|
| 943 |
+
{
|
| 944 |
+
"epoch": 0.94,
|
| 945 |
+
"learning_rate": 5.731698521456905e-06,
|
| 946 |
+
"loss": 0.144,
|
| 947 |
+
"step": 3650
|
| 948 |
+
},
|
| 949 |
+
{
|
| 950 |
+
"epoch": 0.95,
|
| 951 |
+
"learning_rate": 5.713667508113956e-06,
|
| 952 |
+
"loss": 0.1294,
|
| 953 |
+
"step": 3675
|
| 954 |
+
},
|
| 955 |
+
{
|
| 956 |
+
"epoch": 0.96,
|
| 957 |
+
"learning_rate": 5.6956364947710056e-06,
|
| 958 |
+
"loss": 0.1487,
|
| 959 |
+
"step": 3700
|
| 960 |
+
},
|
| 961 |
+
{
|
| 962 |
+
"epoch": 0.96,
|
| 963 |
+
"learning_rate": 5.677605481428056e-06,
|
| 964 |
+
"loss": 0.1453,
|
| 965 |
+
"step": 3725
|
| 966 |
+
},
|
| 967 |
+
{
|
| 968 |
+
"epoch": 0.97,
|
| 969 |
+
"learning_rate": 5.659574468085107e-06,
|
| 970 |
+
"loss": 0.1538,
|
| 971 |
+
"step": 3750
|
| 972 |
+
},
|
| 973 |
+
{
|
| 974 |
+
"epoch": 0.98,
|
| 975 |
+
"learning_rate": 5.641543454742156e-06,
|
| 976 |
+
"loss": 0.1789,
|
| 977 |
+
"step": 3775
|
| 978 |
+
},
|
| 979 |
+
{
|
| 980 |
+
"epoch": 0.98,
|
| 981 |
+
"learning_rate": 5.623512441399207e-06,
|
| 982 |
+
"loss": 0.139,
|
| 983 |
+
"step": 3800
|
| 984 |
+
},
|
| 985 |
+
{
|
| 986 |
+
"epoch": 0.99,
|
| 987 |
+
"learning_rate": 5.6054814280562565e-06,
|
| 988 |
+
"loss": 0.1509,
|
| 989 |
+
"step": 3825
|
| 990 |
+
},
|
| 991 |
+
{
|
| 992 |
+
"epoch": 1.0,
|
| 993 |
+
"learning_rate": 5.587450414713307e-06,
|
| 994 |
+
"loss": 0.1444,
|
| 995 |
+
"step": 3850
|
| 996 |
+
},
|
| 997 |
+
{
|
| 998 |
+
"epoch": 1.0,
|
| 999 |
+
"learning_rate": 5.569419401370357e-06,
|
| 1000 |
+
"loss": 0.1174,
|
| 1001 |
+
"step": 3875
|
| 1002 |
+
},
|
| 1003 |
+
{
|
| 1004 |
+
"epoch": 1.01,
|
| 1005 |
+
"learning_rate": 5.551388388027406e-06,
|
| 1006 |
+
"loss": 0.0813,
|
| 1007 |
+
"step": 3900
|
| 1008 |
+
},
|
| 1009 |
+
{
|
| 1010 |
+
"epoch": 1.02,
|
| 1011 |
+
"learning_rate": 5.533357374684457e-06,
|
| 1012 |
+
"loss": 0.1102,
|
| 1013 |
+
"step": 3925
|
| 1014 |
+
},
|
| 1015 |
+
{
|
| 1016 |
+
"epoch": 1.02,
|
| 1017 |
+
"learning_rate": 5.515326361341507e-06,
|
| 1018 |
+
"loss": 0.1029,
|
| 1019 |
+
"step": 3950
|
| 1020 |
+
},
|
| 1021 |
+
{
|
| 1022 |
+
"epoch": 1.03,
|
| 1023 |
+
"learning_rate": 5.497295347998557e-06,
|
| 1024 |
+
"loss": 0.1184,
|
| 1025 |
+
"step": 3975
|
| 1026 |
+
},
|
| 1027 |
+
{
|
| 1028 |
+
"epoch": 1.04,
|
| 1029 |
+
"learning_rate": 5.4792643346556075e-06,
|
| 1030 |
+
"loss": 0.1327,
|
| 1031 |
+
"step": 4000
|
| 1032 |
+
},
|
| 1033 |
+
{
|
| 1034 |
+
"epoch": 1.04,
|
| 1035 |
+
"eval_loss": 0.14156095683574677,
|
| 1036 |
+
"eval_runtime": 4290.1057,
|
| 1037 |
+
"eval_samples_per_second": 2.542,
|
| 1038 |
+
"eval_steps_per_second": 0.318,
|
| 1039 |
+
"eval_wer": 24.898668210770122,
|
| 1040 |
+
"step": 4000
|
| 1041 |
+
},
|
| 1042 |
+
{
|
| 1043 |
+
"epoch": 1.04,
|
| 1044 |
+
"learning_rate": 5.461233321312657e-06,
|
| 1045 |
+
"loss": 0.1076,
|
| 1046 |
+
"step": 4025
|
| 1047 |
+
},
|
| 1048 |
+
{
|
| 1049 |
+
"epoch": 1.05,
|
| 1050 |
+
"learning_rate": 5.443202307969708e-06,
|
| 1051 |
+
"loss": 0.1316,
|
| 1052 |
+
"step": 4050
|
| 1053 |
+
},
|
| 1054 |
+
{
|
| 1055 |
+
"epoch": 1.05,
|
| 1056 |
+
"learning_rate": 5.425171294626758e-06,
|
| 1057 |
+
"loss": 0.1088,
|
| 1058 |
+
"step": 4075
|
| 1059 |
+
},
|
| 1060 |
+
{
|
| 1061 |
+
"epoch": 1.06,
|
| 1062 |
+
"learning_rate": 5.407140281283808e-06,
|
| 1063 |
+
"loss": 0.0914,
|
| 1064 |
+
"step": 4100
|
| 1065 |
+
},
|
| 1066 |
+
{
|
| 1067 |
+
"epoch": 1.07,
|
| 1068 |
+
"learning_rate": 5.389109267940858e-06,
|
| 1069 |
+
"loss": 0.1141,
|
| 1070 |
+
"step": 4125
|
| 1071 |
+
},
|
| 1072 |
+
{
|
| 1073 |
+
"epoch": 1.07,
|
| 1074 |
+
"learning_rate": 5.371078254597909e-06,
|
| 1075 |
+
"loss": 0.103,
|
| 1076 |
+
"step": 4150
|
| 1077 |
+
},
|
| 1078 |
+
{
|
| 1079 |
+
"epoch": 1.08,
|
| 1080 |
+
"learning_rate": 5.353047241254958e-06,
|
| 1081 |
+
"loss": 0.1203,
|
| 1082 |
+
"step": 4175
|
| 1083 |
+
},
|
| 1084 |
+
{
|
| 1085 |
+
"epoch": 1.09,
|
| 1086 |
+
"learning_rate": 5.335016227912008e-06,
|
| 1087 |
+
"loss": 0.1036,
|
| 1088 |
+
"step": 4200
|
| 1089 |
+
},
|
| 1090 |
+
{
|
| 1091 |
+
"epoch": 1.09,
|
| 1092 |
+
"learning_rate": 5.316985214569058e-06,
|
| 1093 |
+
"loss": 0.149,
|
| 1094 |
+
"step": 4225
|
| 1095 |
+
},
|
| 1096 |
+
{
|
| 1097 |
+
"epoch": 1.1,
|
| 1098 |
+
"learning_rate": 5.2989542012261084e-06,
|
| 1099 |
+
"loss": 0.1277,
|
| 1100 |
+
"step": 4250
|
| 1101 |
+
},
|
| 1102 |
+
{
|
| 1103 |
+
"epoch": 1.11,
|
| 1104 |
+
"learning_rate": 5.280923187883159e-06,
|
| 1105 |
+
"loss": 0.0915,
|
| 1106 |
+
"step": 4275
|
| 1107 |
+
},
|
| 1108 |
+
{
|
| 1109 |
+
"epoch": 1.11,
|
| 1110 |
+
"learning_rate": 5.262892174540209e-06,
|
| 1111 |
+
"loss": 0.0906,
|
| 1112 |
+
"step": 4300
|
| 1113 |
+
},
|
| 1114 |
+
{
|
| 1115 |
+
"epoch": 1.12,
|
| 1116 |
+
"learning_rate": 5.244861161197259e-06,
|
| 1117 |
+
"loss": 0.1038,
|
| 1118 |
+
"step": 4325
|
| 1119 |
+
},
|
| 1120 |
+
{
|
| 1121 |
+
"epoch": 1.13,
|
| 1122 |
+
"learning_rate": 5.22683014785431e-06,
|
| 1123 |
+
"loss": 0.117,
|
| 1124 |
+
"step": 4350
|
| 1125 |
+
},
|
| 1126 |
+
{
|
| 1127 |
+
"epoch": 1.13,
|
| 1128 |
+
"learning_rate": 5.208799134511359e-06,
|
| 1129 |
+
"loss": 0.0978,
|
| 1130 |
+
"step": 4375
|
| 1131 |
+
},
|
| 1132 |
+
{
|
| 1133 |
+
"epoch": 1.14,
|
| 1134 |
+
"learning_rate": 5.19076812116841e-06,
|
| 1135 |
+
"loss": 0.1158,
|
| 1136 |
+
"step": 4400
|
| 1137 |
+
},
|
| 1138 |
+
{
|
| 1139 |
+
"epoch": 1.15,
|
| 1140 |
+
"learning_rate": 5.1727371078254595e-06,
|
| 1141 |
+
"loss": 0.1096,
|
| 1142 |
+
"step": 4425
|
| 1143 |
+
},
|
| 1144 |
+
{
|
| 1145 |
+
"epoch": 1.15,
|
| 1146 |
+
"learning_rate": 5.154706094482509e-06,
|
| 1147 |
+
"loss": 0.0935,
|
| 1148 |
+
"step": 4450
|
| 1149 |
+
},
|
| 1150 |
+
{
|
| 1151 |
+
"epoch": 1.16,
|
| 1152 |
+
"learning_rate": 5.13667508113956e-06,
|
| 1153 |
+
"loss": 0.0889,
|
| 1154 |
+
"step": 4475
|
| 1155 |
+
},
|
| 1156 |
+
{
|
| 1157 |
+
"epoch": 1.16,
|
| 1158 |
+
"learning_rate": 5.118644067796609e-06,
|
| 1159 |
+
"loss": 0.1224,
|
| 1160 |
+
"step": 4500
|
| 1161 |
+
},
|
| 1162 |
+
{
|
| 1163 |
+
"epoch": 1.16,
|
| 1164 |
+
"eval_loss": 0.13514740765094757,
|
| 1165 |
+
"eval_runtime": 4589.5901,
|
| 1166 |
+
"eval_samples_per_second": 2.376,
|
| 1167 |
+
"eval_steps_per_second": 0.297,
|
| 1168 |
+
"eval_wer": 24.898668210770122,
|
| 1169 |
+
"step": 4500
|
| 1170 |
+
},
|
| 1171 |
+
{
|
| 1172 |
+
"epoch": 1.17,
|
| 1173 |
+
"learning_rate": 5.10061305445366e-06,
|
| 1174 |
+
"loss": 0.1034,
|
| 1175 |
+
"step": 4525
|
| 1176 |
+
},
|
| 1177 |
+
{
|
| 1178 |
+
"epoch": 1.18,
|
| 1179 |
+
"learning_rate": 5.08258204111071e-06,
|
| 1180 |
+
"loss": 0.1161,
|
| 1181 |
+
"step": 4550
|
| 1182 |
+
},
|
| 1183 |
+
{
|
| 1184 |
+
"epoch": 1.18,
|
| 1185 |
+
"learning_rate": 5.06455102776776e-06,
|
| 1186 |
+
"loss": 0.0899,
|
| 1187 |
+
"step": 4575
|
| 1188 |
+
},
|
| 1189 |
+
{
|
| 1190 |
+
"epoch": 1.19,
|
| 1191 |
+
"learning_rate": 5.046520014424811e-06,
|
| 1192 |
+
"loss": 0.0711,
|
| 1193 |
+
"step": 4600
|
| 1194 |
+
},
|
| 1195 |
+
{
|
| 1196 |
+
"epoch": 1.2,
|
| 1197 |
+
"learning_rate": 5.02848900108186e-06,
|
| 1198 |
+
"loss": 0.1138,
|
| 1199 |
+
"step": 4625
|
| 1200 |
+
},
|
| 1201 |
+
{
|
| 1202 |
+
"epoch": 1.2,
|
| 1203 |
+
"learning_rate": 5.010457987738911e-06,
|
| 1204 |
+
"loss": 0.0782,
|
| 1205 |
+
"step": 4650
|
| 1206 |
+
},
|
| 1207 |
+
{
|
| 1208 |
+
"epoch": 1.21,
|
| 1209 |
+
"learning_rate": 4.992426974395961e-06,
|
| 1210 |
+
"loss": 0.114,
|
| 1211 |
+
"step": 4675
|
| 1212 |
+
},
|
| 1213 |
+
{
|
| 1214 |
+
"epoch": 1.22,
|
| 1215 |
+
"learning_rate": 4.974395961053011e-06,
|
| 1216 |
+
"loss": 0.0766,
|
| 1217 |
+
"step": 4700
|
| 1218 |
+
},
|
| 1219 |
+
{
|
| 1220 |
+
"epoch": 1.22,
|
| 1221 |
+
"learning_rate": 4.9563649477100615e-06,
|
| 1222 |
+
"loss": 0.116,
|
| 1223 |
+
"step": 4725
|
| 1224 |
+
},
|
| 1225 |
+
{
|
| 1226 |
+
"epoch": 1.23,
|
| 1227 |
+
"learning_rate": 4.938333934367111e-06,
|
| 1228 |
+
"loss": 0.092,
|
| 1229 |
+
"step": 4750
|
| 1230 |
+
},
|
| 1231 |
+
{
|
| 1232 |
+
"epoch": 1.24,
|
| 1233 |
+
"learning_rate": 4.920302921024161e-06,
|
| 1234 |
+
"loss": 0.0969,
|
| 1235 |
+
"step": 4775
|
| 1236 |
+
},
|
| 1237 |
+
{
|
| 1238 |
+
"epoch": 1.24,
|
| 1239 |
+
"learning_rate": 4.902271907681211e-06,
|
| 1240 |
+
"loss": 0.1045,
|
| 1241 |
+
"step": 4800
|
| 1242 |
+
},
|
| 1243 |
+
{
|
| 1244 |
+
"epoch": 1.25,
|
| 1245 |
+
"learning_rate": 4.884240894338262e-06,
|
| 1246 |
+
"loss": 0.0981,
|
| 1247 |
+
"step": 4825
|
| 1248 |
+
},
|
| 1249 |
+
{
|
| 1250 |
+
"epoch": 1.26,
|
| 1251 |
+
"learning_rate": 4.8662098809953115e-06,
|
| 1252 |
+
"loss": 0.124,
|
| 1253 |
+
"step": 4850
|
| 1254 |
+
},
|
| 1255 |
+
{
|
| 1256 |
+
"epoch": 1.26,
|
| 1257 |
+
"learning_rate": 4.848178867652362e-06,
|
| 1258 |
+
"loss": 0.1049,
|
| 1259 |
+
"step": 4875
|
| 1260 |
+
},
|
| 1261 |
+
{
|
| 1262 |
+
"epoch": 1.27,
|
| 1263 |
+
"learning_rate": 4.830147854309412e-06,
|
| 1264 |
+
"loss": 0.0812,
|
| 1265 |
+
"step": 4900
|
| 1266 |
+
},
|
| 1267 |
+
{
|
| 1268 |
+
"epoch": 1.27,
|
| 1269 |
+
"learning_rate": 4.812116840966462e-06,
|
| 1270 |
+
"loss": 0.0978,
|
| 1271 |
+
"step": 4925
|
| 1272 |
+
},
|
| 1273 |
+
{
|
| 1274 |
+
"epoch": 1.28,
|
| 1275 |
+
"learning_rate": 4.794085827623513e-06,
|
| 1276 |
+
"loss": 0.1069,
|
| 1277 |
+
"step": 4950
|
| 1278 |
+
},
|
| 1279 |
+
{
|
| 1280 |
+
"epoch": 1.29,
|
| 1281 |
+
"learning_rate": 4.776054814280562e-06,
|
| 1282 |
+
"loss": 0.0977,
|
| 1283 |
+
"step": 4975
|
| 1284 |
+
},
|
| 1285 |
+
{
|
| 1286 |
+
"epoch": 1.29,
|
| 1287 |
+
"learning_rate": 4.758023800937613e-06,
|
| 1288 |
+
"loss": 0.0769,
|
| 1289 |
+
"step": 5000
|
| 1290 |
+
},
|
| 1291 |
+
{
|
| 1292 |
+
"epoch": 1.29,
|
| 1293 |
+
"eval_loss": 0.12578198313713074,
|
| 1294 |
+
"eval_runtime": 4416.0732,
|
| 1295 |
+
"eval_samples_per_second": 2.47,
|
| 1296 |
+
"eval_steps_per_second": 0.309,
|
| 1297 |
+
"eval_wer": 25.57421347230264,
|
| 1298 |
+
"step": 5000
|
| 1299 |
+
},
|
| 1300 |
+
{
|
| 1301 |
+
"epoch": 1.3,
|
| 1302 |
+
"learning_rate": 4.7399927875946634e-06,
|
| 1303 |
+
"loss": 0.1234,
|
| 1304 |
+
"step": 5025
|
| 1305 |
+
},
|
| 1306 |
+
{
|
| 1307 |
+
"epoch": 1.31,
|
| 1308 |
+
"learning_rate": 4.721961774251712e-06,
|
| 1309 |
+
"loss": 0.0676,
|
| 1310 |
+
"step": 5050
|
| 1311 |
+
},
|
| 1312 |
+
{
|
| 1313 |
+
"epoch": 1.31,
|
| 1314 |
+
"learning_rate": 4.703930760908763e-06,
|
| 1315 |
+
"loss": 0.094,
|
| 1316 |
+
"step": 5075
|
| 1317 |
+
},
|
| 1318 |
+
{
|
| 1319 |
+
"epoch": 1.32,
|
| 1320 |
+
"learning_rate": 4.6858997475658124e-06,
|
| 1321 |
+
"loss": 0.0979,
|
| 1322 |
+
"step": 5100
|
| 1323 |
+
},
|
| 1324 |
+
{
|
| 1325 |
+
"epoch": 1.33,
|
| 1326 |
+
"learning_rate": 4.667868734222863e-06,
|
| 1327 |
+
"loss": 0.0945,
|
| 1328 |
+
"step": 5125
|
| 1329 |
+
},
|
| 1330 |
+
{
|
| 1331 |
+
"epoch": 1.33,
|
| 1332 |
+
"learning_rate": 4.6498377208799135e-06,
|
| 1333 |
+
"loss": 0.0886,
|
| 1334 |
+
"step": 5150
|
| 1335 |
+
},
|
| 1336 |
+
{
|
| 1337 |
+
"epoch": 1.34,
|
| 1338 |
+
"learning_rate": 4.631806707536963e-06,
|
| 1339 |
+
"loss": 0.1179,
|
| 1340 |
+
"step": 5175
|
| 1341 |
+
},
|
| 1342 |
+
{
|
| 1343 |
+
"epoch": 1.35,
|
| 1344 |
+
"learning_rate": 4.613775694194014e-06,
|
| 1345 |
+
"loss": 0.1152,
|
| 1346 |
+
"step": 5200
|
| 1347 |
+
},
|
| 1348 |
+
{
|
| 1349 |
+
"epoch": 1.35,
|
| 1350 |
+
"learning_rate": 4.595744680851064e-06,
|
| 1351 |
+
"loss": 0.1208,
|
| 1352 |
+
"step": 5225
|
| 1353 |
+
},
|
| 1354 |
+
{
|
| 1355 |
+
"epoch": 1.36,
|
| 1356 |
+
"learning_rate": 4.577713667508114e-06,
|
| 1357 |
+
"loss": 0.0786,
|
| 1358 |
+
"step": 5250
|
| 1359 |
+
},
|
| 1360 |
+
{
|
| 1361 |
+
"epoch": 1.37,
|
| 1362 |
+
"learning_rate": 4.559682654165164e-06,
|
| 1363 |
+
"loss": 0.1059,
|
| 1364 |
+
"step": 5275
|
| 1365 |
+
},
|
| 1366 |
+
{
|
| 1367 |
+
"epoch": 1.37,
|
| 1368 |
+
"learning_rate": 4.541651640822214e-06,
|
| 1369 |
+
"loss": 0.1075,
|
| 1370 |
+
"step": 5300
|
| 1371 |
+
},
|
| 1372 |
+
{
|
| 1373 |
+
"epoch": 1.38,
|
| 1374 |
+
"learning_rate": 4.523620627479264e-06,
|
| 1375 |
+
"loss": 0.0817,
|
| 1376 |
+
"step": 5325
|
| 1377 |
+
},
|
| 1378 |
+
{
|
| 1379 |
+
"epoch": 1.38,
|
| 1380 |
+
"learning_rate": 4.505589614136314e-06,
|
| 1381 |
+
"loss": 0.0903,
|
| 1382 |
+
"step": 5350
|
| 1383 |
+
},
|
| 1384 |
+
{
|
| 1385 |
+
"epoch": 1.39,
|
| 1386 |
+
"learning_rate": 4.487558600793364e-06,
|
| 1387 |
+
"loss": 0.0841,
|
| 1388 |
+
"step": 5375
|
| 1389 |
+
},
|
| 1390 |
+
{
|
| 1391 |
+
"epoch": 1.4,
|
| 1392 |
+
"learning_rate": 4.469527587450414e-06,
|
| 1393 |
+
"loss": 0.1095,
|
| 1394 |
+
"step": 5400
|
| 1395 |
+
},
|
| 1396 |
+
{
|
| 1397 |
+
"epoch": 1.4,
|
| 1398 |
+
"learning_rate": 4.451496574107465e-06,
|
| 1399 |
+
"loss": 0.1035,
|
| 1400 |
+
"step": 5425
|
| 1401 |
+
},
|
| 1402 |
+
{
|
| 1403 |
+
"epoch": 1.41,
|
| 1404 |
+
"learning_rate": 4.4334655607645146e-06,
|
| 1405 |
+
"loss": 0.066,
|
| 1406 |
+
"step": 5450
|
| 1407 |
+
},
|
| 1408 |
+
{
|
| 1409 |
+
"epoch": 1.42,
|
| 1410 |
+
"learning_rate": 4.415434547421565e-06,
|
| 1411 |
+
"loss": 0.1118,
|
| 1412 |
+
"step": 5475
|
| 1413 |
+
},
|
| 1414 |
+
{
|
| 1415 |
+
"epoch": 1.42,
|
| 1416 |
+
"learning_rate": 4.397403534078615e-06,
|
| 1417 |
+
"loss": 0.0946,
|
| 1418 |
+
"step": 5500
|
| 1419 |
+
},
|
| 1420 |
+
{
|
| 1421 |
+
"epoch": 1.42,
|
| 1422 |
+
"eval_loss": 0.12158416956663132,
|
| 1423 |
+
"eval_runtime": 4406.9698,
|
| 1424 |
+
"eval_samples_per_second": 2.475,
|
| 1425 |
+
"eval_steps_per_second": 0.31,
|
| 1426 |
+
"eval_wer": 27.319050376375216,
|
| 1427 |
+
"step": 5500
|
| 1428 |
+
},
|
| 1429 |
+
{
|
| 1430 |
+
"epoch": 1.43,
|
| 1431 |
+
"learning_rate": 4.379372520735665e-06,
|
| 1432 |
+
"loss": 0.0877,
|
| 1433 |
+
"step": 5525
|
| 1434 |
+
},
|
| 1435 |
+
{
|
| 1436 |
+
"epoch": 1.44,
|
| 1437 |
+
"learning_rate": 4.361341507392716e-06,
|
| 1438 |
+
"loss": 0.1039,
|
| 1439 |
+
"step": 5550
|
| 1440 |
+
},
|
| 1441 |
+
{
|
| 1442 |
+
"epoch": 1.44,
|
| 1443 |
+
"learning_rate": 4.3433104940497655e-06,
|
| 1444 |
+
"loss": 0.0891,
|
| 1445 |
+
"step": 5575
|
| 1446 |
+
},
|
| 1447 |
+
{
|
| 1448 |
+
"epoch": 1.45,
|
| 1449 |
+
"learning_rate": 4.325279480706816e-06,
|
| 1450 |
+
"loss": 0.095,
|
| 1451 |
+
"step": 5600
|
| 1452 |
+
},
|
| 1453 |
+
{
|
| 1454 |
+
"epoch": 1.46,
|
| 1455 |
+
"learning_rate": 4.307248467363866e-06,
|
| 1456 |
+
"loss": 0.0606,
|
| 1457 |
+
"step": 5625
|
| 1458 |
+
},
|
| 1459 |
+
{
|
| 1460 |
+
"epoch": 1.46,
|
| 1461 |
+
"learning_rate": 4.289217454020915e-06,
|
| 1462 |
+
"loss": 0.1231,
|
| 1463 |
+
"step": 5650
|
| 1464 |
+
},
|
| 1465 |
+
{
|
| 1466 |
+
"epoch": 1.47,
|
| 1467 |
+
"learning_rate": 4.271186440677966e-06,
|
| 1468 |
+
"loss": 0.0967,
|
| 1469 |
+
"step": 5675
|
| 1470 |
+
},
|
| 1471 |
+
{
|
| 1472 |
+
"epoch": 1.48,
|
| 1473 |
+
"learning_rate": 4.2531554273350155e-06,
|
| 1474 |
+
"loss": 0.0922,
|
| 1475 |
+
"step": 5700
|
| 1476 |
+
},
|
| 1477 |
+
{
|
| 1478 |
+
"epoch": 1.48,
|
| 1479 |
+
"learning_rate": 4.235124413992066e-06,
|
| 1480 |
+
"loss": 0.1196,
|
| 1481 |
+
"step": 5725
|
| 1482 |
+
},
|
| 1483 |
+
{
|
| 1484 |
+
"epoch": 1.49,
|
| 1485 |
+
"learning_rate": 4.2170934006491165e-06,
|
| 1486 |
+
"loss": 0.0746,
|
| 1487 |
+
"step": 5750
|
| 1488 |
+
},
|
| 1489 |
+
{
|
| 1490 |
+
"epoch": 1.49,
|
| 1491 |
+
"learning_rate": 4.199062387306166e-06,
|
| 1492 |
+
"loss": 0.0851,
|
| 1493 |
+
"step": 5775
|
| 1494 |
+
},
|
| 1495 |
+
{
|
| 1496 |
+
"epoch": 1.5,
|
| 1497 |
+
"learning_rate": 4.181031373963217e-06,
|
| 1498 |
+
"loss": 0.1046,
|
| 1499 |
+
"step": 5800
|
| 1500 |
+
},
|
| 1501 |
+
{
|
| 1502 |
+
"epoch": 1.51,
|
| 1503 |
+
"learning_rate": 4.163000360620267e-06,
|
| 1504 |
+
"loss": 0.0924,
|
| 1505 |
+
"step": 5825
|
| 1506 |
+
},
|
| 1507 |
+
{
|
| 1508 |
+
"epoch": 1.51,
|
| 1509 |
+
"learning_rate": 4.144969347277317e-06,
|
| 1510 |
+
"loss": 0.1033,
|
| 1511 |
+
"step": 5850
|
| 1512 |
+
},
|
| 1513 |
+
{
|
| 1514 |
+
"epoch": 1.52,
|
| 1515 |
+
"learning_rate": 4.126938333934367e-06,
|
| 1516 |
+
"loss": 0.1042,
|
| 1517 |
+
"step": 5875
|
| 1518 |
+
},
|
| 1519 |
+
{
|
| 1520 |
+
"epoch": 1.53,
|
| 1521 |
+
"learning_rate": 4.108907320591416e-06,
|
| 1522 |
+
"loss": 0.0839,
|
| 1523 |
+
"step": 5900
|
| 1524 |
+
},
|
| 1525 |
+
{
|
| 1526 |
+
"epoch": 1.53,
|
| 1527 |
+
"learning_rate": 4.090876307248467e-06,
|
| 1528 |
+
"loss": 0.0854,
|
| 1529 |
+
"step": 5925
|
| 1530 |
+
},
|
| 1531 |
+
{
|
| 1532 |
+
"epoch": 1.54,
|
| 1533 |
+
"learning_rate": 4.072845293905517e-06,
|
| 1534 |
+
"loss": 0.0915,
|
| 1535 |
+
"step": 5950
|
| 1536 |
+
},
|
| 1537 |
+
{
|
| 1538 |
+
"epoch": 1.55,
|
| 1539 |
+
"learning_rate": 4.054814280562567e-06,
|
| 1540 |
+
"loss": 0.0883,
|
| 1541 |
+
"step": 5975
|
| 1542 |
+
},
|
| 1543 |
+
{
|
| 1544 |
+
"epoch": 1.55,
|
| 1545 |
+
"learning_rate": 4.0367832672196174e-06,
|
| 1546 |
+
"loss": 0.0645,
|
| 1547 |
+
"step": 6000
|
| 1548 |
+
},
|
| 1549 |
+
{
|
| 1550 |
+
"epoch": 1.55,
|
| 1551 |
+
"eval_loss": 0.11707902699708939,
|
| 1552 |
+
"eval_runtime": 4301.5745,
|
| 1553 |
+
"eval_samples_per_second": 2.536,
|
| 1554 |
+
"eval_steps_per_second": 0.317,
|
| 1555 |
+
"eval_wer": 21.86064466319243,
|
| 1556 |
+
"step": 6000
|
| 1557 |
+
},
|
| 1558 |
+
{
|
| 1559 |
+
"epoch": 1.56,
|
| 1560 |
+
"learning_rate": 4.018752253876668e-06,
|
| 1561 |
+
"loss": 0.0777,
|
| 1562 |
+
"step": 6025
|
| 1563 |
+
},
|
| 1564 |
+
{
|
| 1565 |
+
"epoch": 1.57,
|
| 1566 |
+
"learning_rate": 4.000721240533718e-06,
|
| 1567 |
+
"loss": 0.073,
|
| 1568 |
+
"step": 6050
|
| 1569 |
+
},
|
| 1570 |
+
{
|
| 1571 |
+
"epoch": 1.57,
|
| 1572 |
+
"learning_rate": 3.982690227190768e-06,
|
| 1573 |
+
"loss": 0.0746,
|
| 1574 |
+
"step": 6075
|
| 1575 |
+
},
|
| 1576 |
+
{
|
| 1577 |
+
"epoch": 1.58,
|
| 1578 |
+
"learning_rate": 3.964659213847818e-06,
|
| 1579 |
+
"loss": 0.07,
|
| 1580 |
+
"step": 6100
|
| 1581 |
+
},
|
| 1582 |
+
{
|
| 1583 |
+
"epoch": 1.59,
|
| 1584 |
+
"learning_rate": 3.946628200504868e-06,
|
| 1585 |
+
"loss": 0.0836,
|
| 1586 |
+
"step": 6125
|
| 1587 |
+
},
|
| 1588 |
+
{
|
| 1589 |
+
"epoch": 1.59,
|
| 1590 |
+
"learning_rate": 3.928597187161918e-06,
|
| 1591 |
+
"loss": 0.0907,
|
| 1592 |
+
"step": 6150
|
| 1593 |
+
},
|
| 1594 |
+
{
|
| 1595 |
+
"epoch": 1.6,
|
| 1596 |
+
"learning_rate": 3.9105661738189685e-06,
|
| 1597 |
+
"loss": 0.0983,
|
| 1598 |
+
"step": 6175
|
| 1599 |
+
},
|
| 1600 |
+
{
|
| 1601 |
+
"epoch": 1.6,
|
| 1602 |
+
"learning_rate": 3.892535160476018e-06,
|
| 1603 |
+
"loss": 0.1061,
|
| 1604 |
+
"step": 6200
|
| 1605 |
+
},
|
| 1606 |
+
{
|
| 1607 |
+
"epoch": 1.61,
|
| 1608 |
+
"learning_rate": 3.874504147133069e-06,
|
| 1609 |
+
"loss": 0.0824,
|
| 1610 |
+
"step": 6225
|
| 1611 |
+
},
|
| 1612 |
+
{
|
| 1613 |
+
"epoch": 1.62,
|
| 1614 |
+
"learning_rate": 3.856473133790118e-06,
|
| 1615 |
+
"loss": 0.0835,
|
| 1616 |
+
"step": 6250
|
| 1617 |
+
},
|
| 1618 |
+
{
|
| 1619 |
+
"epoch": 1.62,
|
| 1620 |
+
"learning_rate": 3.838442120447169e-06,
|
| 1621 |
+
"loss": 0.0818,
|
| 1622 |
+
"step": 6275
|
| 1623 |
+
},
|
| 1624 |
+
{
|
| 1625 |
+
"epoch": 1.63,
|
| 1626 |
+
"learning_rate": 3.820411107104219e-06,
|
| 1627 |
+
"loss": 0.0903,
|
| 1628 |
+
"step": 6300
|
| 1629 |
+
},
|
| 1630 |
+
{
|
| 1631 |
+
"epoch": 1.64,
|
| 1632 |
+
"learning_rate": 3.802380093761269e-06,
|
| 1633 |
+
"loss": 0.1191,
|
| 1634 |
+
"step": 6325
|
| 1635 |
+
},
|
| 1636 |
+
{
|
| 1637 |
+
"epoch": 1.64,
|
| 1638 |
+
"learning_rate": 3.784349080418319e-06,
|
| 1639 |
+
"loss": 0.1132,
|
| 1640 |
+
"step": 6350
|
| 1641 |
+
},
|
| 1642 |
+
{
|
| 1643 |
+
"epoch": 1.65,
|
| 1644 |
+
"learning_rate": 3.7663180670753697e-06,
|
| 1645 |
+
"loss": 0.0779,
|
| 1646 |
+
"step": 6375
|
| 1647 |
+
},
|
| 1648 |
+
{
|
| 1649 |
+
"epoch": 1.66,
|
| 1650 |
+
"learning_rate": 3.7482870537324198e-06,
|
| 1651 |
+
"loss": 0.0606,
|
| 1652 |
+
"step": 6400
|
| 1653 |
+
},
|
| 1654 |
+
{
|
| 1655 |
+
"epoch": 1.66,
|
| 1656 |
+
"learning_rate": 3.7302560403894694e-06,
|
| 1657 |
+
"loss": 0.0997,
|
| 1658 |
+
"step": 6425
|
| 1659 |
+
},
|
| 1660 |
+
{
|
| 1661 |
+
"epoch": 1.67,
|
| 1662 |
+
"learning_rate": 3.7122250270465195e-06,
|
| 1663 |
+
"loss": 0.1081,
|
| 1664 |
+
"step": 6450
|
| 1665 |
+
},
|
| 1666 |
+
{
|
| 1667 |
+
"epoch": 1.68,
|
| 1668 |
+
"learning_rate": 3.69419401370357e-06,
|
| 1669 |
+
"loss": 0.0811,
|
| 1670 |
+
"step": 6475
|
| 1671 |
+
},
|
| 1672 |
+
{
|
| 1673 |
+
"epoch": 1.68,
|
| 1674 |
+
"learning_rate": 3.67616300036062e-06,
|
| 1675 |
+
"loss": 0.0885,
|
| 1676 |
+
"step": 6500
|
| 1677 |
+
},
|
| 1678 |
+
{
|
| 1679 |
+
"epoch": 1.68,
|
| 1680 |
+
"eval_loss": 0.11251728981733322,
|
| 1681 |
+
"eval_runtime": 4322.1358,
|
| 1682 |
+
"eval_samples_per_second": 2.524,
|
| 1683 |
+
"eval_steps_per_second": 0.316,
|
| 1684 |
+
"eval_wer": 21.841343370005788,
|
| 1685 |
+
"step": 6500
|
| 1686 |
+
},
|
| 1687 |
+
{
|
| 1688 |
+
"epoch": 1.69,
|
| 1689 |
+
"learning_rate": 3.6581319870176702e-06,
|
| 1690 |
+
"loss": 0.109,
|
| 1691 |
+
"step": 6525
|
| 1692 |
+
},
|
| 1693 |
+
{
|
| 1694 |
+
"epoch": 1.7,
|
| 1695 |
+
"learning_rate": 3.6401009736747207e-06,
|
| 1696 |
+
"loss": 0.1101,
|
| 1697 |
+
"step": 6550
|
| 1698 |
+
},
|
| 1699 |
+
{
|
| 1700 |
+
"epoch": 1.7,
|
| 1701 |
+
"learning_rate": 3.6220699603317704e-06,
|
| 1702 |
+
"loss": 0.071,
|
| 1703 |
+
"step": 6575
|
| 1704 |
+
},
|
| 1705 |
+
{
|
| 1706 |
+
"epoch": 1.71,
|
| 1707 |
+
"learning_rate": 3.6040389469888205e-06,
|
| 1708 |
+
"loss": 0.0807,
|
| 1709 |
+
"step": 6600
|
| 1710 |
+
},
|
| 1711 |
+
{
|
| 1712 |
+
"epoch": 1.71,
|
| 1713 |
+
"learning_rate": 3.5860079336458706e-06,
|
| 1714 |
+
"loss": 0.1195,
|
| 1715 |
+
"step": 6625
|
| 1716 |
+
},
|
| 1717 |
+
{
|
| 1718 |
+
"epoch": 1.72,
|
| 1719 |
+
"learning_rate": 3.567976920302921e-06,
|
| 1720 |
+
"loss": 0.1163,
|
| 1721 |
+
"step": 6650
|
| 1722 |
+
},
|
| 1723 |
+
{
|
| 1724 |
+
"epoch": 1.73,
|
| 1725 |
+
"learning_rate": 3.549945906959971e-06,
|
| 1726 |
+
"loss": 0.0897,
|
| 1727 |
+
"step": 6675
|
| 1728 |
+
},
|
| 1729 |
+
{
|
| 1730 |
+
"epoch": 1.73,
|
| 1731 |
+
"learning_rate": 3.5319148936170213e-06,
|
| 1732 |
+
"loss": 0.0928,
|
| 1733 |
+
"step": 6700
|
| 1734 |
+
},
|
| 1735 |
+
{
|
| 1736 |
+
"epoch": 1.74,
|
| 1737 |
+
"learning_rate": 3.513883880274071e-06,
|
| 1738 |
+
"loss": 0.0717,
|
| 1739 |
+
"step": 6725
|
| 1740 |
+
},
|
| 1741 |
+
{
|
| 1742 |
+
"epoch": 1.75,
|
| 1743 |
+
"learning_rate": 3.4958528669311215e-06,
|
| 1744 |
+
"loss": 0.0915,
|
| 1745 |
+
"step": 6750
|
| 1746 |
+
},
|
| 1747 |
+
{
|
| 1748 |
+
"epoch": 1.75,
|
| 1749 |
+
"learning_rate": 3.4778218535881716e-06,
|
| 1750 |
+
"loss": 0.0706,
|
| 1751 |
+
"step": 6775
|
| 1752 |
+
},
|
| 1753 |
+
{
|
| 1754 |
+
"epoch": 1.76,
|
| 1755 |
+
"learning_rate": 3.4597908402452217e-06,
|
| 1756 |
+
"loss": 0.087,
|
| 1757 |
+
"step": 6800
|
| 1758 |
+
},
|
| 1759 |
+
{
|
| 1760 |
+
"epoch": 1.77,
|
| 1761 |
+
"learning_rate": 3.4417598269022718e-06,
|
| 1762 |
+
"loss": 0.1036,
|
| 1763 |
+
"step": 6825
|
| 1764 |
+
},
|
| 1765 |
+
{
|
| 1766 |
+
"epoch": 1.77,
|
| 1767 |
+
"learning_rate": 3.4237288135593223e-06,
|
| 1768 |
+
"loss": 0.0733,
|
| 1769 |
+
"step": 6850
|
| 1770 |
+
},
|
| 1771 |
+
{
|
| 1772 |
+
"epoch": 1.78,
|
| 1773 |
+
"learning_rate": 3.405697800216372e-06,
|
| 1774 |
+
"loss": 0.097,
|
| 1775 |
+
"step": 6875
|
| 1776 |
+
},
|
| 1777 |
+
{
|
| 1778 |
+
"epoch": 1.79,
|
| 1779 |
+
"learning_rate": 3.387666786873422e-06,
|
| 1780 |
+
"loss": 0.1069,
|
| 1781 |
+
"step": 6900
|
| 1782 |
+
},
|
| 1783 |
+
{
|
| 1784 |
+
"epoch": 1.79,
|
| 1785 |
+
"learning_rate": 3.369635773530472e-06,
|
| 1786 |
+
"loss": 0.1047,
|
| 1787 |
+
"step": 6925
|
| 1788 |
+
},
|
| 1789 |
+
{
|
| 1790 |
+
"epoch": 1.8,
|
| 1791 |
+
"learning_rate": 3.3516047601875226e-06,
|
| 1792 |
+
"loss": 0.0897,
|
| 1793 |
+
"step": 6950
|
| 1794 |
+
},
|
| 1795 |
+
{
|
| 1796 |
+
"epoch": 1.81,
|
| 1797 |
+
"learning_rate": 3.3335737468445727e-06,
|
| 1798 |
+
"loss": 0.0821,
|
| 1799 |
+
"step": 6975
|
| 1800 |
+
},
|
| 1801 |
+
{
|
| 1802 |
+
"epoch": 1.81,
|
| 1803 |
+
"learning_rate": 3.3155427335016224e-06,
|
| 1804 |
+
"loss": 0.0825,
|
| 1805 |
+
"step": 7000
|
| 1806 |
+
},
|
| 1807 |
+
{
|
| 1808 |
+
"epoch": 1.81,
|
| 1809 |
+
"eval_loss": 0.10709645599126816,
|
| 1810 |
+
"eval_runtime": 4356.5437,
|
| 1811 |
+
"eval_samples_per_second": 2.504,
|
| 1812 |
+
"eval_steps_per_second": 0.313,
|
| 1813 |
+
"eval_wer": 21.89924724956572,
|
| 1814 |
+
"step": 7000
|
| 1815 |
+
},
|
| 1816 |
+
{
|
| 1817 |
+
"epoch": 1.82,
|
| 1818 |
+
"learning_rate": 3.2975117201586725e-06,
|
| 1819 |
+
"loss": 0.0845,
|
| 1820 |
+
"step": 7025
|
| 1821 |
+
},
|
| 1822 |
+
{
|
| 1823 |
+
"epoch": 1.82,
|
| 1824 |
+
"learning_rate": 3.279480706815723e-06,
|
| 1825 |
+
"loss": 0.0831,
|
| 1826 |
+
"step": 7050
|
| 1827 |
+
},
|
| 1828 |
+
{
|
| 1829 |
+
"epoch": 1.83,
|
| 1830 |
+
"learning_rate": 3.261449693472773e-06,
|
| 1831 |
+
"loss": 0.0629,
|
| 1832 |
+
"step": 7075
|
| 1833 |
+
},
|
| 1834 |
+
{
|
| 1835 |
+
"epoch": 1.84,
|
| 1836 |
+
"learning_rate": 3.243418680129823e-06,
|
| 1837 |
+
"loss": 0.0844,
|
| 1838 |
+
"step": 7100
|
| 1839 |
+
},
|
| 1840 |
+
{
|
| 1841 |
+
"epoch": 1.84,
|
| 1842 |
+
"learning_rate": 3.2253876667868733e-06,
|
| 1843 |
+
"loss": 0.0794,
|
| 1844 |
+
"step": 7125
|
| 1845 |
+
},
|
| 1846 |
+
{
|
| 1847 |
+
"epoch": 1.85,
|
| 1848 |
+
"learning_rate": 3.2073566534439234e-06,
|
| 1849 |
+
"loss": 0.0828,
|
| 1850 |
+
"step": 7150
|
| 1851 |
+
},
|
| 1852 |
+
{
|
| 1853 |
+
"epoch": 1.86,
|
| 1854 |
+
"learning_rate": 3.1893256401009735e-06,
|
| 1855 |
+
"loss": 0.0818,
|
| 1856 |
+
"step": 7175
|
| 1857 |
+
},
|
| 1858 |
+
{
|
| 1859 |
+
"epoch": 1.86,
|
| 1860 |
+
"learning_rate": 3.1712946267580236e-06,
|
| 1861 |
+
"loss": 0.0926,
|
| 1862 |
+
"step": 7200
|
| 1863 |
+
},
|
| 1864 |
+
{
|
| 1865 |
+
"epoch": 1.87,
|
| 1866 |
+
"learning_rate": 3.1532636134150737e-06,
|
| 1867 |
+
"loss": 0.0519,
|
| 1868 |
+
"step": 7225
|
| 1869 |
+
},
|
| 1870 |
+
{
|
| 1871 |
+
"epoch": 1.88,
|
| 1872 |
+
"learning_rate": 3.135232600072124e-06,
|
| 1873 |
+
"loss": 0.0748,
|
| 1874 |
+
"step": 7250
|
| 1875 |
+
},
|
| 1876 |
+
{
|
| 1877 |
+
"epoch": 1.88,
|
| 1878 |
+
"learning_rate": 3.1172015867291743e-06,
|
| 1879 |
+
"loss": 0.1114,
|
| 1880 |
+
"step": 7275
|
| 1881 |
+
},
|
| 1882 |
+
{
|
| 1883 |
+
"epoch": 1.89,
|
| 1884 |
+
"learning_rate": 3.099170573386224e-06,
|
| 1885 |
+
"loss": 0.074,
|
| 1886 |
+
"step": 7300
|
| 1887 |
+
},
|
| 1888 |
+
{
|
| 1889 |
+
"epoch": 1.9,
|
| 1890 |
+
"learning_rate": 3.081139560043274e-06,
|
| 1891 |
+
"loss": 0.0784,
|
| 1892 |
+
"step": 7325
|
| 1893 |
+
},
|
| 1894 |
+
{
|
| 1895 |
+
"epoch": 1.9,
|
| 1896 |
+
"learning_rate": 3.0631085467003245e-06,
|
| 1897 |
+
"loss": 0.0695,
|
| 1898 |
+
"step": 7350
|
| 1899 |
+
},
|
| 1900 |
+
{
|
| 1901 |
+
"epoch": 1.91,
|
| 1902 |
+
"learning_rate": 3.0450775333573746e-06,
|
| 1903 |
+
"loss": 0.0725,
|
| 1904 |
+
"step": 7375
|
| 1905 |
+
},
|
| 1906 |
+
{
|
| 1907 |
+
"epoch": 1.92,
|
| 1908 |
+
"learning_rate": 3.0270465200144247e-06,
|
| 1909 |
+
"loss": 0.0757,
|
| 1910 |
+
"step": 7400
|
| 1911 |
+
},
|
| 1912 |
+
{
|
| 1913 |
+
"epoch": 1.92,
|
| 1914 |
+
"learning_rate": 3.009015506671475e-06,
|
| 1915 |
+
"loss": 0.0942,
|
| 1916 |
+
"step": 7425
|
| 1917 |
+
},
|
| 1918 |
+
{
|
| 1919 |
+
"epoch": 1.93,
|
| 1920 |
+
"learning_rate": 2.990984493328525e-06,
|
| 1921 |
+
"loss": 0.108,
|
| 1922 |
+
"step": 7450
|
| 1923 |
+
},
|
| 1924 |
+
{
|
| 1925 |
+
"epoch": 1.93,
|
| 1926 |
+
"learning_rate": 2.972953479985575e-06,
|
| 1927 |
+
"loss": 0.103,
|
| 1928 |
+
"step": 7475
|
| 1929 |
+
},
|
| 1930 |
+
{
|
| 1931 |
+
"epoch": 1.94,
|
| 1932 |
+
"learning_rate": 2.954922466642625e-06,
|
| 1933 |
+
"loss": 0.0943,
|
| 1934 |
+
"step": 7500
|
| 1935 |
+
},
|
| 1936 |
+
{
|
| 1937 |
+
"epoch": 1.94,
|
| 1938 |
+
"eval_loss": 0.10313993692398071,
|
| 1939 |
+
"eval_runtime": 4346.2637,
|
| 1940 |
+
"eval_samples_per_second": 2.51,
|
| 1941 |
+
"eval_steps_per_second": 0.314,
|
| 1942 |
+
"eval_wer": 20.069484655471918,
|
| 1943 |
+
"step": 7500
|
| 1944 |
+
},
|
| 1945 |
+
{
|
| 1946 |
+
"epoch": 1.95,
|
| 1947 |
+
"learning_rate": 2.936891453299675e-06,
|
| 1948 |
+
"loss": 0.0985,
|
| 1949 |
+
"step": 7525
|
| 1950 |
+
},
|
| 1951 |
+
{
|
| 1952 |
+
"epoch": 1.95,
|
| 1953 |
+
"learning_rate": 2.9188604399567257e-06,
|
| 1954 |
+
"loss": 0.082,
|
| 1955 |
+
"step": 7550
|
| 1956 |
+
},
|
| 1957 |
+
{
|
| 1958 |
+
"epoch": 1.96,
|
| 1959 |
+
"learning_rate": 2.900829426613776e-06,
|
| 1960 |
+
"loss": 0.0577,
|
| 1961 |
+
"step": 7575
|
| 1962 |
+
},
|
| 1963 |
+
{
|
| 1964 |
+
"epoch": 1.97,
|
| 1965 |
+
"learning_rate": 2.8827984132708255e-06,
|
| 1966 |
+
"loss": 0.0853,
|
| 1967 |
+
"step": 7600
|
| 1968 |
+
},
|
| 1969 |
+
{
|
| 1970 |
+
"epoch": 1.97,
|
| 1971 |
+
"learning_rate": 2.8647673999278756e-06,
|
| 1972 |
+
"loss": 0.0809,
|
| 1973 |
+
"step": 7625
|
| 1974 |
+
},
|
| 1975 |
+
{
|
| 1976 |
+
"epoch": 1.98,
|
| 1977 |
+
"learning_rate": 2.846736386584926e-06,
|
| 1978 |
+
"loss": 0.0653,
|
| 1979 |
+
"step": 7650
|
| 1980 |
+
},
|
| 1981 |
+
{
|
| 1982 |
+
"epoch": 1.99,
|
| 1983 |
+
"learning_rate": 2.828705373241976e-06,
|
| 1984 |
+
"loss": 0.0835,
|
| 1985 |
+
"step": 7675
|
| 1986 |
+
},
|
| 1987 |
+
{
|
| 1988 |
+
"epoch": 1.99,
|
| 1989 |
+
"learning_rate": 2.8106743598990263e-06,
|
| 1990 |
+
"loss": 0.083,
|
| 1991 |
+
"step": 7700
|
| 1992 |
+
},
|
| 1993 |
+
{
|
| 1994 |
+
"epoch": 2.0,
|
| 1995 |
+
"learning_rate": 2.7926433465560763e-06,
|
| 1996 |
+
"loss": 0.0799,
|
| 1997 |
+
"step": 7725
|
| 1998 |
+
},
|
| 1999 |
+
{
|
| 2000 |
+
"epoch": 2.01,
|
| 2001 |
+
"learning_rate": 2.7746123332131264e-06,
|
| 2002 |
+
"loss": 0.0534,
|
| 2003 |
+
"step": 7750
|
| 2004 |
+
},
|
| 2005 |
+
{
|
| 2006 |
+
"epoch": 2.01,
|
| 2007 |
+
"learning_rate": 2.7565813198701765e-06,
|
| 2008 |
+
"loss": 0.0411,
|
| 2009 |
+
"step": 7775
|
| 2010 |
+
},
|
| 2011 |
+
{
|
| 2012 |
+
"epoch": 2.02,
|
| 2013 |
+
"learning_rate": 2.7385503065272266e-06,
|
| 2014 |
+
"loss": 0.0559,
|
| 2015 |
+
"step": 7800
|
| 2016 |
+
},
|
| 2017 |
+
{
|
| 2018 |
+
"epoch": 2.03,
|
| 2019 |
+
"learning_rate": 2.7205192931842767e-06,
|
| 2020 |
+
"loss": 0.0524,
|
| 2021 |
+
"step": 7825
|
| 2022 |
+
},
|
| 2023 |
+
{
|
| 2024 |
+
"epoch": 2.03,
|
| 2025 |
+
"learning_rate": 2.7024882798413272e-06,
|
| 2026 |
+
"loss": 0.055,
|
| 2027 |
+
"step": 7850
|
| 2028 |
+
},
|
| 2029 |
+
{
|
| 2030 |
+
"epoch": 2.04,
|
| 2031 |
+
"learning_rate": 2.6844572664983773e-06,
|
| 2032 |
+
"loss": 0.0403,
|
| 2033 |
+
"step": 7875
|
| 2034 |
+
},
|
| 2035 |
+
{
|
| 2036 |
+
"epoch": 2.04,
|
| 2037 |
+
"learning_rate": 2.666426253155427e-06,
|
| 2038 |
+
"loss": 0.0595,
|
| 2039 |
+
"step": 7900
|
| 2040 |
+
},
|
| 2041 |
+
{
|
| 2042 |
+
"epoch": 2.05,
|
| 2043 |
+
"learning_rate": 2.648395239812477e-06,
|
| 2044 |
+
"loss": 0.058,
|
| 2045 |
+
"step": 7925
|
| 2046 |
+
},
|
| 2047 |
+
{
|
| 2048 |
+
"epoch": 2.06,
|
| 2049 |
+
"learning_rate": 2.6303642264695276e-06,
|
| 2050 |
+
"loss": 0.0652,
|
| 2051 |
+
"step": 7950
|
| 2052 |
+
},
|
| 2053 |
+
{
|
| 2054 |
+
"epoch": 2.06,
|
| 2055 |
+
"learning_rate": 2.6123332131265777e-06,
|
| 2056 |
+
"loss": 0.0481,
|
| 2057 |
+
"step": 7975
|
| 2058 |
+
},
|
| 2059 |
+
{
|
| 2060 |
+
"epoch": 2.07,
|
| 2061 |
+
"learning_rate": 2.5943021997836278e-06,
|
| 2062 |
+
"loss": 0.0399,
|
| 2063 |
+
"step": 8000
|
| 2064 |
+
},
|
| 2065 |
+
{
|
| 2066 |
+
"epoch": 2.07,
|
| 2067 |
+
"eval_loss": 0.10383369773626328,
|
| 2068 |
+
"eval_runtime": 4337.689,
|
| 2069 |
+
"eval_samples_per_second": 2.514,
|
| 2070 |
+
"eval_steps_per_second": 0.314,
|
| 2071 |
+
"eval_wer": 20.200733449141094,
|
| 2072 |
+
"step": 8000
|
| 2073 |
+
},
|
| 2074 |
+
{
|
| 2075 |
+
"epoch": 2.08,
|
| 2076 |
+
"learning_rate": 2.5762711864406775e-06,
|
| 2077 |
+
"loss": 0.0611,
|
| 2078 |
+
"step": 8025
|
| 2079 |
+
},
|
| 2080 |
+
{
|
| 2081 |
+
"epoch": 2.08,
|
| 2082 |
+
"learning_rate": 2.558240173097728e-06,
|
| 2083 |
+
"loss": 0.0318,
|
| 2084 |
+
"step": 8050
|
| 2085 |
+
},
|
| 2086 |
+
{
|
| 2087 |
+
"epoch": 2.09,
|
| 2088 |
+
"learning_rate": 2.540209159754778e-06,
|
| 2089 |
+
"loss": 0.0797,
|
| 2090 |
+
"step": 8075
|
| 2091 |
+
},
|
| 2092 |
+
{
|
| 2093 |
+
"epoch": 2.1,
|
| 2094 |
+
"learning_rate": 2.522178146411828e-06,
|
| 2095 |
+
"loss": 0.0799,
|
| 2096 |
+
"step": 8100
|
| 2097 |
+
},
|
| 2098 |
+
{
|
| 2099 |
+
"epoch": 2.1,
|
| 2100 |
+
"learning_rate": 2.5041471330688782e-06,
|
| 2101 |
+
"loss": 0.0541,
|
| 2102 |
+
"step": 8125
|
| 2103 |
+
},
|
| 2104 |
+
{
|
| 2105 |
+
"epoch": 2.11,
|
| 2106 |
+
"learning_rate": 2.4861161197259288e-06,
|
| 2107 |
+
"loss": 0.0389,
|
| 2108 |
+
"step": 8150
|
| 2109 |
+
},
|
| 2110 |
+
{
|
| 2111 |
+
"epoch": 2.12,
|
| 2112 |
+
"learning_rate": 2.4680851063829784e-06,
|
| 2113 |
+
"loss": 0.053,
|
| 2114 |
+
"step": 8175
|
| 2115 |
+
},
|
| 2116 |
+
{
|
| 2117 |
+
"epoch": 2.12,
|
| 2118 |
+
"learning_rate": 2.4500540930400285e-06,
|
| 2119 |
+
"loss": 0.0447,
|
| 2120 |
+
"step": 8200
|
| 2121 |
+
},
|
| 2122 |
+
{
|
| 2123 |
+
"epoch": 2.13,
|
| 2124 |
+
"learning_rate": 2.4320230796970786e-06,
|
| 2125 |
+
"loss": 0.0467,
|
| 2126 |
+
"step": 8225
|
| 2127 |
+
},
|
| 2128 |
+
{
|
| 2129 |
+
"epoch": 2.14,
|
| 2130 |
+
"learning_rate": 2.413992066354129e-06,
|
| 2131 |
+
"loss": 0.0463,
|
| 2132 |
+
"step": 8250
|
| 2133 |
+
},
|
| 2134 |
+
{
|
| 2135 |
+
"epoch": 2.14,
|
| 2136 |
+
"learning_rate": 2.3959610530111792e-06,
|
| 2137 |
+
"loss": 0.0623,
|
| 2138 |
+
"step": 8275
|
| 2139 |
+
},
|
| 2140 |
+
{
|
| 2141 |
+
"epoch": 2.15,
|
| 2142 |
+
"learning_rate": 2.3779300396682293e-06,
|
| 2143 |
+
"loss": 0.0446,
|
| 2144 |
+
"step": 8300
|
| 2145 |
+
},
|
| 2146 |
+
{
|
| 2147 |
+
"epoch": 2.15,
|
| 2148 |
+
"learning_rate": 2.359899026325279e-06,
|
| 2149 |
+
"loss": 0.0572,
|
| 2150 |
+
"step": 8325
|
| 2151 |
+
},
|
| 2152 |
+
{
|
| 2153 |
+
"epoch": 2.16,
|
| 2154 |
+
"learning_rate": 2.3418680129823295e-06,
|
| 2155 |
+
"loss": 0.0379,
|
| 2156 |
+
"step": 8350
|
| 2157 |
+
},
|
| 2158 |
+
{
|
| 2159 |
+
"epoch": 2.17,
|
| 2160 |
+
"learning_rate": 2.3238369996393796e-06,
|
| 2161 |
+
"loss": 0.0517,
|
| 2162 |
+
"step": 8375
|
| 2163 |
+
},
|
| 2164 |
+
{
|
| 2165 |
+
"epoch": 2.17,
|
| 2166 |
+
"learning_rate": 2.3058059862964297e-06,
|
| 2167 |
+
"loss": 0.0565,
|
| 2168 |
+
"step": 8400
|
| 2169 |
+
},
|
| 2170 |
+
{
|
| 2171 |
+
"epoch": 2.18,
|
| 2172 |
+
"learning_rate": 2.28777497295348e-06,
|
| 2173 |
+
"loss": 0.041,
|
| 2174 |
+
"step": 8425
|
| 2175 |
+
},
|
| 2176 |
+
{
|
| 2177 |
+
"epoch": 2.19,
|
| 2178 |
+
"learning_rate": 2.2697439596105303e-06,
|
| 2179 |
+
"loss": 0.0444,
|
| 2180 |
+
"step": 8450
|
| 2181 |
+
},
|
| 2182 |
+
{
|
| 2183 |
+
"epoch": 2.19,
|
| 2184 |
+
"learning_rate": 2.25171294626758e-06,
|
| 2185 |
+
"loss": 0.055,
|
| 2186 |
+
"step": 8475
|
| 2187 |
+
},
|
| 2188 |
+
{
|
| 2189 |
+
"epoch": 2.2,
|
| 2190 |
+
"learning_rate": 2.23368193292463e-06,
|
| 2191 |
+
"loss": 0.0444,
|
| 2192 |
+
"step": 8500
|
| 2193 |
+
},
|
| 2194 |
+
{
|
| 2195 |
+
"epoch": 2.2,
|
| 2196 |
+
"eval_loss": 0.100523442029953,
|
| 2197 |
+
"eval_runtime": 4279.5394,
|
| 2198 |
+
"eval_samples_per_second": 2.549,
|
| 2199 |
+
"eval_steps_per_second": 0.319,
|
| 2200 |
+
"eval_wer": 19.81856784404555,
|
| 2201 |
+
"step": 8500
|
| 2202 |
+
},
|
| 2203 |
+
{
|
| 2204 |
+
"epoch": 2.21,
|
| 2205 |
+
"learning_rate": 2.2156509195816806e-06,
|
| 2206 |
+
"loss": 0.0569,
|
| 2207 |
+
"step": 8525
|
| 2208 |
+
},
|
| 2209 |
+
{
|
| 2210 |
+
"epoch": 2.21,
|
| 2211 |
+
"learning_rate": 2.1976199062387307e-06,
|
| 2212 |
+
"loss": 0.0785,
|
| 2213 |
+
"step": 8550
|
| 2214 |
+
},
|
| 2215 |
+
{
|
| 2216 |
+
"epoch": 2.22,
|
| 2217 |
+
"learning_rate": 2.1795888928957808e-06,
|
| 2218 |
+
"loss": 0.0602,
|
| 2219 |
+
"step": 8575
|
| 2220 |
+
},
|
| 2221 |
+
{
|
| 2222 |
+
"epoch": 2.23,
|
| 2223 |
+
"learning_rate": 2.161557879552831e-06,
|
| 2224 |
+
"loss": 0.0404,
|
| 2225 |
+
"step": 8600
|
| 2226 |
+
},
|
| 2227 |
+
{
|
| 2228 |
+
"epoch": 2.23,
|
| 2229 |
+
"learning_rate": 2.143526866209881e-06,
|
| 2230 |
+
"loss": 0.0429,
|
| 2231 |
+
"step": 8625
|
| 2232 |
+
},
|
| 2233 |
+
{
|
| 2234 |
+
"epoch": 2.24,
|
| 2235 |
+
"learning_rate": 2.126217093400649e-06,
|
| 2236 |
+
"loss": 0.0822,
|
| 2237 |
+
"step": 8650
|
| 2238 |
+
},
|
| 2239 |
+
{
|
| 2240 |
+
"epoch": 2.25,
|
| 2241 |
+
"learning_rate": 2.108186080057699e-06,
|
| 2242 |
+
"loss": 0.0532,
|
| 2243 |
+
"step": 8675
|
| 2244 |
+
},
|
| 2245 |
+
{
|
| 2246 |
+
"epoch": 2.25,
|
| 2247 |
+
"learning_rate": 2.0901550667147494e-06,
|
| 2248 |
+
"loss": 0.0416,
|
| 2249 |
+
"step": 8700
|
| 2250 |
+
},
|
| 2251 |
+
{
|
| 2252 |
+
"epoch": 2.26,
|
| 2253 |
+
"learning_rate": 2.0721240533717995e-06,
|
| 2254 |
+
"loss": 0.0495,
|
| 2255 |
+
"step": 8725
|
| 2256 |
+
},
|
| 2257 |
+
{
|
| 2258 |
+
"epoch": 2.26,
|
| 2259 |
+
"learning_rate": 2.0540930400288496e-06,
|
| 2260 |
+
"loss": 0.0781,
|
| 2261 |
+
"step": 8750
|
| 2262 |
+
},
|
| 2263 |
+
{
|
| 2264 |
+
"epoch": 2.27,
|
| 2265 |
+
"learning_rate": 2.0360620266858993e-06,
|
| 2266 |
+
"loss": 0.0421,
|
| 2267 |
+
"step": 8775
|
| 2268 |
+
},
|
| 2269 |
+
{
|
| 2270 |
+
"epoch": 2.28,
|
| 2271 |
+
"learning_rate": 2.01803101334295e-06,
|
| 2272 |
+
"loss": 0.0705,
|
| 2273 |
+
"step": 8800
|
| 2274 |
+
},
|
| 2275 |
+
{
|
| 2276 |
+
"epoch": 2.28,
|
| 2277 |
+
"learning_rate": 2e-06,
|
| 2278 |
+
"loss": 0.0542,
|
| 2279 |
+
"step": 8825
|
| 2280 |
+
},
|
| 2281 |
+
{
|
| 2282 |
+
"epoch": 2.29,
|
| 2283 |
+
"learning_rate": 1.98196898665705e-06,
|
| 2284 |
+
"loss": 0.0603,
|
| 2285 |
+
"step": 8850
|
| 2286 |
+
},
|
| 2287 |
+
{
|
| 2288 |
+
"epoch": 2.3,
|
| 2289 |
+
"learning_rate": 1.9639379733141e-06,
|
| 2290 |
+
"loss": 0.0512,
|
| 2291 |
+
"step": 8875
|
| 2292 |
+
},
|
| 2293 |
+
{
|
| 2294 |
+
"epoch": 2.3,
|
| 2295 |
+
"learning_rate": 1.94590695997115e-06,
|
| 2296 |
+
"loss": 0.0513,
|
| 2297 |
+
"step": 8900
|
| 2298 |
+
},
|
| 2299 |
+
{
|
| 2300 |
+
"epoch": 2.31,
|
| 2301 |
+
"learning_rate": 1.9278759466282003e-06,
|
| 2302 |
+
"loss": 0.0409,
|
| 2303 |
+
"step": 8925
|
| 2304 |
+
},
|
| 2305 |
+
{
|
| 2306 |
+
"epoch": 2.32,
|
| 2307 |
+
"learning_rate": 1.909844933285251e-06,
|
| 2308 |
+
"loss": 0.0508,
|
| 2309 |
+
"step": 8950
|
| 2310 |
+
},
|
| 2311 |
+
{
|
| 2312 |
+
"epoch": 2.32,
|
| 2313 |
+
"learning_rate": 1.8918139199423007e-06,
|
| 2314 |
+
"loss": 0.0619,
|
| 2315 |
+
"step": 8975
|
| 2316 |
+
},
|
| 2317 |
+
{
|
| 2318 |
+
"epoch": 2.33,
|
| 2319 |
+
"learning_rate": 1.873782906599351e-06,
|
| 2320 |
+
"loss": 0.0671,
|
| 2321 |
+
"step": 9000
|
| 2322 |
+
},
|
| 2323 |
+
{
|
| 2324 |
+
"epoch": 2.33,
|
| 2325 |
+
"eval_loss": 0.09908398240804672,
|
| 2326 |
+
"eval_runtime": 4327.228,
|
| 2327 |
+
"eval_samples_per_second": 2.521,
|
| 2328 |
+
"eval_steps_per_second": 0.315,
|
| 2329 |
+
"eval_wer": 19.08125844431577,
|
| 2330 |
+
"step": 9000
|
| 2331 |
+
},
|
| 2332 |
+
{
|
| 2333 |
+
"epoch": 2.34,
|
| 2334 |
+
"learning_rate": 1.8557518932564009e-06,
|
| 2335 |
+
"loss": 0.0563,
|
| 2336 |
+
"step": 9025
|
| 2337 |
+
},
|
| 2338 |
+
{
|
| 2339 |
+
"epoch": 2.34,
|
| 2340 |
+
"learning_rate": 1.8377208799134512e-06,
|
| 2341 |
+
"loss": 0.0469,
|
| 2342 |
+
"step": 9050
|
| 2343 |
+
},
|
| 2344 |
+
{
|
| 2345 |
+
"epoch": 2.35,
|
| 2346 |
+
"learning_rate": 1.8196898665705013e-06,
|
| 2347 |
+
"loss": 0.0606,
|
| 2348 |
+
"step": 9075
|
| 2349 |
+
},
|
| 2350 |
+
{
|
| 2351 |
+
"epoch": 2.36,
|
| 2352 |
+
"learning_rate": 1.8016588532275513e-06,
|
| 2353 |
+
"loss": 0.0674,
|
| 2354 |
+
"step": 9100
|
| 2355 |
+
},
|
| 2356 |
+
{
|
| 2357 |
+
"epoch": 2.36,
|
| 2358 |
+
"learning_rate": 1.7836278398846014e-06,
|
| 2359 |
+
"loss": 0.0496,
|
| 2360 |
+
"step": 9125
|
| 2361 |
+
},
|
| 2362 |
+
{
|
| 2363 |
+
"epoch": 2.37,
|
| 2364 |
+
"learning_rate": 1.7655968265416517e-06,
|
| 2365 |
+
"loss": 0.0729,
|
| 2366 |
+
"step": 9150
|
| 2367 |
+
},
|
| 2368 |
+
{
|
| 2369 |
+
"epoch": 2.37,
|
| 2370 |
+
"learning_rate": 1.7475658131987016e-06,
|
| 2371 |
+
"loss": 0.0556,
|
| 2372 |
+
"step": 9175
|
| 2373 |
+
},
|
| 2374 |
+
{
|
| 2375 |
+
"epoch": 2.38,
|
| 2376 |
+
"learning_rate": 1.729534799855752e-06,
|
| 2377 |
+
"loss": 0.0645,
|
| 2378 |
+
"step": 9200
|
| 2379 |
+
},
|
| 2380 |
+
{
|
| 2381 |
+
"epoch": 2.39,
|
| 2382 |
+
"learning_rate": 1.711503786512802e-06,
|
| 2383 |
+
"loss": 0.0291,
|
| 2384 |
+
"step": 9225
|
| 2385 |
+
},
|
| 2386 |
+
{
|
| 2387 |
+
"epoch": 2.39,
|
| 2388 |
+
"learning_rate": 1.6934727731698521e-06,
|
| 2389 |
+
"loss": 0.0462,
|
| 2390 |
+
"step": 9250
|
| 2391 |
+
},
|
| 2392 |
+
{
|
| 2393 |
+
"epoch": 2.4,
|
| 2394 |
+
"learning_rate": 1.6754417598269022e-06,
|
| 2395 |
+
"loss": 0.0908,
|
| 2396 |
+
"step": 9275
|
| 2397 |
+
},
|
| 2398 |
+
{
|
| 2399 |
+
"epoch": 2.41,
|
| 2400 |
+
"learning_rate": 1.6574107464839525e-06,
|
| 2401 |
+
"loss": 0.0518,
|
| 2402 |
+
"step": 9300
|
| 2403 |
+
},
|
| 2404 |
+
{
|
| 2405 |
+
"epoch": 2.41,
|
| 2406 |
+
"learning_rate": 1.6393797331410024e-06,
|
| 2407 |
+
"loss": 0.0424,
|
| 2408 |
+
"step": 9325
|
| 2409 |
+
},
|
| 2410 |
+
{
|
| 2411 |
+
"epoch": 2.42,
|
| 2412 |
+
"learning_rate": 1.6213487197980527e-06,
|
| 2413 |
+
"loss": 0.0541,
|
| 2414 |
+
"step": 9350
|
| 2415 |
+
},
|
| 2416 |
+
{
|
| 2417 |
+
"epoch": 2.43,
|
| 2418 |
+
"learning_rate": 1.6033177064551026e-06,
|
| 2419 |
+
"loss": 0.0497,
|
| 2420 |
+
"step": 9375
|
| 2421 |
+
},
|
| 2422 |
+
{
|
| 2423 |
+
"epoch": 2.43,
|
| 2424 |
+
"learning_rate": 1.5852866931121529e-06,
|
| 2425 |
+
"loss": 0.0495,
|
| 2426 |
+
"step": 9400
|
| 2427 |
+
},
|
| 2428 |
+
{
|
| 2429 |
+
"epoch": 2.44,
|
| 2430 |
+
"learning_rate": 1.567255679769203e-06,
|
| 2431 |
+
"loss": 0.0651,
|
| 2432 |
+
"step": 9425
|
| 2433 |
+
},
|
| 2434 |
+
{
|
| 2435 |
+
"epoch": 2.45,
|
| 2436 |
+
"learning_rate": 1.549224666426253e-06,
|
| 2437 |
+
"loss": 0.0301,
|
| 2438 |
+
"step": 9450
|
| 2439 |
+
},
|
| 2440 |
+
{
|
| 2441 |
+
"epoch": 2.45,
|
| 2442 |
+
"learning_rate": 1.5311936530833032e-06,
|
| 2443 |
+
"loss": 0.058,
|
| 2444 |
+
"step": 9475
|
| 2445 |
+
},
|
| 2446 |
+
{
|
| 2447 |
+
"epoch": 2.46,
|
| 2448 |
+
"learning_rate": 1.5131626397403535e-06,
|
| 2449 |
+
"loss": 0.0731,
|
| 2450 |
+
"step": 9500
|
| 2451 |
+
},
|
| 2452 |
+
{
|
| 2453 |
+
"epoch": 2.46,
|
| 2454 |
+
"eval_loss": 0.09717500954866409,
|
| 2455 |
+
"eval_runtime": 4319.2897,
|
| 2456 |
+
"eval_samples_per_second": 2.525,
|
| 2457 |
+
"eval_steps_per_second": 0.316,
|
| 2458 |
+
"eval_wer": 19.10441999613974,
|
| 2459 |
+
"step": 9500
|
| 2460 |
+
},
|
| 2461 |
+
{
|
| 2462 |
+
"epoch": 2.47,
|
| 2463 |
+
"learning_rate": 1.4951316263974033e-06,
|
| 2464 |
+
"loss": 0.0789,
|
| 2465 |
+
"step": 9525
|
| 2466 |
+
},
|
| 2467 |
+
{
|
| 2468 |
+
"epoch": 2.47,
|
| 2469 |
+
"learning_rate": 1.4771006130544536e-06,
|
| 2470 |
+
"loss": 0.0496,
|
| 2471 |
+
"step": 9550
|
| 2472 |
+
},
|
| 2473 |
+
{
|
| 2474 |
+
"epoch": 2.48,
|
| 2475 |
+
"learning_rate": 1.4590695997115037e-06,
|
| 2476 |
+
"loss": 0.038,
|
| 2477 |
+
"step": 9575
|
| 2478 |
+
},
|
| 2479 |
+
{
|
| 2480 |
+
"epoch": 2.48,
|
| 2481 |
+
"learning_rate": 1.4410385863685538e-06,
|
| 2482 |
+
"loss": 0.0553,
|
| 2483 |
+
"step": 9600
|
| 2484 |
+
},
|
| 2485 |
+
{
|
| 2486 |
+
"epoch": 2.49,
|
| 2487 |
+
"learning_rate": 1.423007573025604e-06,
|
| 2488 |
+
"loss": 0.035,
|
| 2489 |
+
"step": 9625
|
| 2490 |
+
},
|
| 2491 |
+
{
|
| 2492 |
+
"epoch": 2.5,
|
| 2493 |
+
"learning_rate": 1.4049765596826542e-06,
|
| 2494 |
+
"loss": 0.0598,
|
| 2495 |
+
"step": 9650
|
| 2496 |
+
},
|
| 2497 |
+
{
|
| 2498 |
+
"epoch": 2.5,
|
| 2499 |
+
"learning_rate": 1.386945546339704e-06,
|
| 2500 |
+
"loss": 0.0353,
|
| 2501 |
+
"step": 9675
|
| 2502 |
+
},
|
| 2503 |
+
{
|
| 2504 |
+
"epoch": 2.51,
|
| 2505 |
+
"learning_rate": 1.3689145329967544e-06,
|
| 2506 |
+
"loss": 0.0822,
|
| 2507 |
+
"step": 9700
|
| 2508 |
+
},
|
| 2509 |
+
{
|
| 2510 |
+
"epoch": 2.52,
|
| 2511 |
+
"learning_rate": 1.3508835196538045e-06,
|
| 2512 |
+
"loss": 0.048,
|
| 2513 |
+
"step": 9725
|
| 2514 |
+
},
|
| 2515 |
+
{
|
| 2516 |
+
"epoch": 2.52,
|
| 2517 |
+
"learning_rate": 1.3328525063108546e-06,
|
| 2518 |
+
"loss": 0.042,
|
| 2519 |
+
"step": 9750
|
| 2520 |
+
},
|
| 2521 |
+
{
|
| 2522 |
+
"epoch": 2.53,
|
| 2523 |
+
"learning_rate": 1.3148214929679047e-06,
|
| 2524 |
+
"loss": 0.0331,
|
| 2525 |
+
"step": 9775
|
| 2526 |
+
},
|
| 2527 |
+
{
|
| 2528 |
+
"epoch": 2.54,
|
| 2529 |
+
"learning_rate": 1.296790479624955e-06,
|
| 2530 |
+
"loss": 0.0451,
|
| 2531 |
+
"step": 9800
|
| 2532 |
+
},
|
| 2533 |
+
{
|
| 2534 |
+
"epoch": 2.54,
|
| 2535 |
+
"learning_rate": 1.2787594662820049e-06,
|
| 2536 |
+
"loss": 0.0425,
|
| 2537 |
+
"step": 9825
|
| 2538 |
+
},
|
| 2539 |
+
{
|
| 2540 |
+
"epoch": 2.55,
|
| 2541 |
+
"learning_rate": 1.2607284529390552e-06,
|
| 2542 |
+
"loss": 0.0346,
|
| 2543 |
+
"step": 9850
|
| 2544 |
+
},
|
| 2545 |
+
{
|
| 2546 |
+
"epoch": 2.56,
|
| 2547 |
+
"learning_rate": 1.2426974395961053e-06,
|
| 2548 |
+
"loss": 0.0477,
|
| 2549 |
+
"step": 9875
|
| 2550 |
+
},
|
| 2551 |
+
{
|
| 2552 |
+
"epoch": 2.56,
|
| 2553 |
+
"learning_rate": 1.2246664262531554e-06,
|
| 2554 |
+
"loss": 0.0501,
|
| 2555 |
+
"step": 9900
|
| 2556 |
+
},
|
| 2557 |
+
{
|
| 2558 |
+
"epoch": 2.57,
|
| 2559 |
+
"learning_rate": 1.2066354129102054e-06,
|
| 2560 |
+
"loss": 0.0465,
|
| 2561 |
+
"step": 9925
|
| 2562 |
+
},
|
| 2563 |
+
{
|
| 2564 |
+
"epoch": 2.58,
|
| 2565 |
+
"learning_rate": 1.1886043995672558e-06,
|
| 2566 |
+
"loss": 0.0438,
|
| 2567 |
+
"step": 9950
|
| 2568 |
+
},
|
| 2569 |
+
{
|
| 2570 |
+
"epoch": 2.58,
|
| 2571 |
+
"learning_rate": 1.1705733862243056e-06,
|
| 2572 |
+
"loss": 0.0532,
|
| 2573 |
+
"step": 9975
|
| 2574 |
+
},
|
| 2575 |
+
{
|
| 2576 |
+
"epoch": 2.59,
|
| 2577 |
+
"learning_rate": 1.152542372881356e-06,
|
| 2578 |
+
"loss": 0.0577,
|
| 2579 |
+
"step": 10000
|
| 2580 |
+
},
|
| 2581 |
+
{
|
| 2582 |
+
"epoch": 2.59,
|
| 2583 |
+
"eval_loss": 0.09593097865581512,
|
| 2584 |
+
"eval_runtime": 4299.1151,
|
| 2585 |
+
"eval_samples_per_second": 2.537,
|
| 2586 |
+
"eval_steps_per_second": 0.317,
|
| 2587 |
+
"eval_wer": 18.208839992279483,
|
| 2588 |
+
"step": 10000
|
| 2589 |
+
},
|
| 2590 |
+
{
|
| 2591 |
+
"epoch": 2.59,
|
| 2592 |
+
"learning_rate": 1.134511359538406e-06,
|
| 2593 |
+
"loss": 0.0685,
|
| 2594 |
+
"step": 10025
|
| 2595 |
+
},
|
| 2596 |
+
{
|
| 2597 |
+
"epoch": 2.6,
|
| 2598 |
+
"learning_rate": 1.1164803461954561e-06,
|
| 2599 |
+
"loss": 0.0671,
|
| 2600 |
+
"step": 10050
|
| 2601 |
+
},
|
| 2602 |
+
{
|
| 2603 |
+
"epoch": 2.61,
|
| 2604 |
+
"learning_rate": 1.0984493328525062e-06,
|
| 2605 |
+
"loss": 0.0492,
|
| 2606 |
+
"step": 10075
|
| 2607 |
+
},
|
| 2608 |
+
{
|
| 2609 |
+
"epoch": 2.61,
|
| 2610 |
+
"learning_rate": 1.0804183195095565e-06,
|
| 2611 |
+
"loss": 0.053,
|
| 2612 |
+
"step": 10100
|
| 2613 |
+
},
|
| 2614 |
+
{
|
| 2615 |
+
"epoch": 2.62,
|
| 2616 |
+
"learning_rate": 1.0623873061666064e-06,
|
| 2617 |
+
"loss": 0.0603,
|
| 2618 |
+
"step": 10125
|
| 2619 |
+
},
|
| 2620 |
+
{
|
| 2621 |
+
"epoch": 2.63,
|
| 2622 |
+
"learning_rate": 1.0443562928236567e-06,
|
| 2623 |
+
"loss": 0.0647,
|
| 2624 |
+
"step": 10150
|
| 2625 |
+
},
|
| 2626 |
+
{
|
| 2627 |
+
"epoch": 2.63,
|
| 2628 |
+
"learning_rate": 1.0263252794807066e-06,
|
| 2629 |
+
"loss": 0.0435,
|
| 2630 |
+
"step": 10175
|
| 2631 |
+
},
|
| 2632 |
+
{
|
| 2633 |
+
"epoch": 2.64,
|
| 2634 |
+
"learning_rate": 1.0082942661377569e-06,
|
| 2635 |
+
"loss": 0.0503,
|
| 2636 |
+
"step": 10200
|
| 2637 |
+
},
|
| 2638 |
+
{
|
| 2639 |
+
"epoch": 2.65,
|
| 2640 |
+
"learning_rate": 9.90263252794807e-07,
|
| 2641 |
+
"loss": 0.0397,
|
| 2642 |
+
"step": 10225
|
| 2643 |
+
},
|
| 2644 |
+
{
|
| 2645 |
+
"epoch": 2.65,
|
| 2646 |
+
"learning_rate": 9.72232239451857e-07,
|
| 2647 |
+
"loss": 0.0388,
|
| 2648 |
+
"step": 10250
|
| 2649 |
+
},
|
| 2650 |
+
{
|
| 2651 |
+
"epoch": 2.66,
|
| 2652 |
+
"learning_rate": 9.542012261089074e-07,
|
| 2653 |
+
"loss": 0.0432,
|
| 2654 |
+
"step": 10275
|
| 2655 |
+
},
|
| 2656 |
+
{
|
| 2657 |
+
"epoch": 2.67,
|
| 2658 |
+
"learning_rate": 9.361702127659575e-07,
|
| 2659 |
+
"loss": 0.0406,
|
| 2660 |
+
"step": 10300
|
| 2661 |
+
},
|
| 2662 |
+
{
|
| 2663 |
+
"epoch": 2.67,
|
| 2664 |
+
"learning_rate": 9.181391994230076e-07,
|
| 2665 |
+
"loss": 0.0319,
|
| 2666 |
+
"step": 10325
|
| 2667 |
+
},
|
| 2668 |
+
{
|
| 2669 |
+
"epoch": 2.68,
|
| 2670 |
+
"learning_rate": 9.001081860800577e-07,
|
| 2671 |
+
"loss": 0.0571,
|
| 2672 |
+
"step": 10350
|
| 2673 |
+
},
|
| 2674 |
+
{
|
| 2675 |
+
"epoch": 2.69,
|
| 2676 |
+
"learning_rate": 8.820771727371079e-07,
|
| 2677 |
+
"loss": 0.0561,
|
| 2678 |
+
"step": 10375
|
| 2679 |
+
},
|
| 2680 |
+
{
|
| 2681 |
+
"epoch": 2.69,
|
| 2682 |
+
"learning_rate": 8.640461593941579e-07,
|
| 2683 |
+
"loss": 0.0437,
|
| 2684 |
+
"step": 10400
|
| 2685 |
+
},
|
| 2686 |
+
{
|
| 2687 |
+
"epoch": 2.7,
|
| 2688 |
+
"learning_rate": 8.46015146051208e-07,
|
| 2689 |
+
"loss": 0.0562,
|
| 2690 |
+
"step": 10425
|
| 2691 |
+
},
|
| 2692 |
+
{
|
| 2693 |
+
"epoch": 2.7,
|
| 2694 |
+
"learning_rate": 8.279841327082581e-07,
|
| 2695 |
+
"loss": 0.042,
|
| 2696 |
+
"step": 10450
|
| 2697 |
+
},
|
| 2698 |
+
{
|
| 2699 |
+
"epoch": 2.71,
|
| 2700 |
+
"learning_rate": 8.099531193653083e-07,
|
| 2701 |
+
"loss": 0.0394,
|
| 2702 |
+
"step": 10475
|
| 2703 |
+
},
|
| 2704 |
+
{
|
| 2705 |
+
"epoch": 2.72,
|
| 2706 |
+
"learning_rate": 7.919221060223584e-07,
|
| 2707 |
+
"loss": 0.049,
|
| 2708 |
+
"step": 10500
|
| 2709 |
+
},
|
| 2710 |
+
{
|
| 2711 |
+
"epoch": 2.72,
|
| 2712 |
+
"eval_loss": 0.09447470307350159,
|
| 2713 |
+
"eval_runtime": 4280.6879,
|
| 2714 |
+
"eval_samples_per_second": 2.548,
|
| 2715 |
+
"eval_steps_per_second": 0.319,
|
| 2716 |
+
"eval_wer": 18.166377147268868,
|
| 2717 |
+
"step": 10500
|
| 2718 |
+
},
|
| 2719 |
+
{
|
| 2720 |
+
"epoch": 2.72,
|
| 2721 |
+
"learning_rate": 7.738910926794085e-07,
|
| 2722 |
+
"loss": 0.0412,
|
| 2723 |
+
"step": 10525
|
| 2724 |
+
},
|
| 2725 |
+
{
|
| 2726 |
+
"epoch": 2.73,
|
| 2727 |
+
"learning_rate": 7.558600793364587e-07,
|
| 2728 |
+
"loss": 0.0415,
|
| 2729 |
+
"step": 10550
|
| 2730 |
+
},
|
| 2731 |
+
{
|
| 2732 |
+
"epoch": 2.74,
|
| 2733 |
+
"learning_rate": 7.378290659935088e-07,
|
| 2734 |
+
"loss": 0.0632,
|
| 2735 |
+
"step": 10575
|
| 2736 |
+
},
|
| 2737 |
+
{
|
| 2738 |
+
"epoch": 2.74,
|
| 2739 |
+
"learning_rate": 7.197980526505589e-07,
|
| 2740 |
+
"loss": 0.0557,
|
| 2741 |
+
"step": 10600
|
| 2742 |
+
},
|
| 2743 |
+
{
|
| 2744 |
+
"epoch": 2.75,
|
| 2745 |
+
"learning_rate": 7.017670393076091e-07,
|
| 2746 |
+
"loss": 0.0368,
|
| 2747 |
+
"step": 10625
|
| 2748 |
+
},
|
| 2749 |
+
{
|
| 2750 |
+
"epoch": 2.76,
|
| 2751 |
+
"learning_rate": 6.844572664983772e-07,
|
| 2752 |
+
"loss": 0.049,
|
| 2753 |
+
"step": 10650
|
| 2754 |
+
},
|
| 2755 |
+
{
|
| 2756 |
+
"epoch": 2.76,
|
| 2757 |
+
"learning_rate": 6.664262531554273e-07,
|
| 2758 |
+
"loss": 0.0547,
|
| 2759 |
+
"step": 10675
|
| 2760 |
+
},
|
| 2761 |
+
{
|
| 2762 |
+
"epoch": 2.77,
|
| 2763 |
+
"learning_rate": 6.483952398124775e-07,
|
| 2764 |
+
"loss": 0.0371,
|
| 2765 |
+
"step": 10700
|
| 2766 |
+
},
|
| 2767 |
+
{
|
| 2768 |
+
"epoch": 2.78,
|
| 2769 |
+
"learning_rate": 6.303642264695276e-07,
|
| 2770 |
+
"loss": 0.0324,
|
| 2771 |
+
"step": 10725
|
| 2772 |
+
},
|
| 2773 |
+
{
|
| 2774 |
+
"epoch": 2.78,
|
| 2775 |
+
"learning_rate": 6.123332131265777e-07,
|
| 2776 |
+
"loss": 0.051,
|
| 2777 |
+
"step": 10750
|
| 2778 |
+
},
|
| 2779 |
+
{
|
| 2780 |
+
"epoch": 2.79,
|
| 2781 |
+
"learning_rate": 5.943021997836279e-07,
|
| 2782 |
+
"loss": 0.0459,
|
| 2783 |
+
"step": 10775
|
| 2784 |
+
},
|
| 2785 |
+
{
|
| 2786 |
+
"epoch": 2.8,
|
| 2787 |
+
"learning_rate": 5.76271186440678e-07,
|
| 2788 |
+
"loss": 0.0548,
|
| 2789 |
+
"step": 10800
|
| 2790 |
+
},
|
| 2791 |
+
{
|
| 2792 |
+
"epoch": 2.8,
|
| 2793 |
+
"learning_rate": 5.582401730977281e-07,
|
| 2794 |
+
"loss": 0.0593,
|
| 2795 |
+
"step": 10825
|
| 2796 |
+
},
|
| 2797 |
+
{
|
| 2798 |
+
"epoch": 2.81,
|
| 2799 |
+
"learning_rate": 5.402091597547783e-07,
|
| 2800 |
+
"loss": 0.0325,
|
| 2801 |
+
"step": 10850
|
| 2802 |
+
},
|
| 2803 |
+
{
|
| 2804 |
+
"epoch": 2.81,
|
| 2805 |
+
"learning_rate": 5.221781464118284e-07,
|
| 2806 |
+
"loss": 0.0506,
|
| 2807 |
+
"step": 10875
|
| 2808 |
+
},
|
| 2809 |
+
{
|
| 2810 |
+
"epoch": 2.82,
|
| 2811 |
+
"learning_rate": 5.041471330688784e-07,
|
| 2812 |
+
"loss": 0.0338,
|
| 2813 |
+
"step": 10900
|
| 2814 |
+
},
|
| 2815 |
+
{
|
| 2816 |
+
"epoch": 2.83,
|
| 2817 |
+
"learning_rate": 4.861161197259285e-07,
|
| 2818 |
+
"loss": 0.0493,
|
| 2819 |
+
"step": 10925
|
| 2820 |
+
},
|
| 2821 |
+
{
|
| 2822 |
+
"epoch": 2.83,
|
| 2823 |
+
"learning_rate": 4.6808510638297873e-07,
|
| 2824 |
+
"loss": 0.0608,
|
| 2825 |
+
"step": 10950
|
| 2826 |
+
},
|
| 2827 |
+
{
|
| 2828 |
+
"epoch": 2.84,
|
| 2829 |
+
"learning_rate": 4.500540930400288e-07,
|
| 2830 |
+
"loss": 0.0433,
|
| 2831 |
+
"step": 10975
|
| 2832 |
+
},
|
| 2833 |
+
{
|
| 2834 |
+
"epoch": 2.85,
|
| 2835 |
+
"learning_rate": 4.3202307969707897e-07,
|
| 2836 |
+
"loss": 0.0468,
|
| 2837 |
+
"step": 11000
|
| 2838 |
+
},
|
| 2839 |
+
{
|
| 2840 |
+
"epoch": 2.85,
|
| 2841 |
+
"eval_loss": 0.09221997112035751,
|
| 2842 |
+
"eval_runtime": 4294.3534,
|
| 2843 |
+
"eval_samples_per_second": 2.54,
|
| 2844 |
+
"eval_steps_per_second": 0.318,
|
| 2845 |
+
"eval_wer": 18.591005597375023,
|
| 2846 |
+
"step": 11000
|
| 2847 |
+
}
|
| 2848 |
+
],
|
| 2849 |
+
"max_steps": 11592,
|
| 2850 |
+
"num_train_epochs": 3,
|
| 2851 |
+
"total_flos": 5.078872177311744e+19,
|
| 2852 |
+
"trial_name": null,
|
| 2853 |
+
"trial_params": null
|
| 2854 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a4e9a3b27c683427c69bdf882bbb3b956b231cbb38fef1809b467093b8abbd68
|
| 3 |
+
size 4155
|