Training in progress, step 7000, checkpoint
Browse files- checkpoint-7000/config.json +65 -0
- checkpoint-7000/generation_config.json +265 -0
- checkpoint-7000/model.safetensors +3 -0
- checkpoint-7000/optimizer.pt +3 -0
- checkpoint-7000/preprocessor_config.json +14 -0
- checkpoint-7000/rng_state.pth +3 -0
- checkpoint-7000/scheduler.pt +3 -0
- checkpoint-7000/trainer_state.json +2119 -0
- checkpoint-7000/training_args.bin +3 -0
checkpoint-7000/config.json
ADDED
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "AsemBadr/final-whisper-for-initial-publish-v2",
|
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": 0.0,
|
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": [
|
29 |
+
[
|
30 |
+
1,
|
31 |
+
50272
|
32 |
+
],
|
33 |
+
[
|
34 |
+
2,
|
35 |
+
50359
|
36 |
+
],
|
37 |
+
[
|
38 |
+
3,
|
39 |
+
50363
|
40 |
+
]
|
41 |
+
],
|
42 |
+
"init_std": 0.02,
|
43 |
+
"is_encoder_decoder": true,
|
44 |
+
"mask_feature_length": 10,
|
45 |
+
"mask_feature_min_masks": 0,
|
46 |
+
"mask_feature_prob": 0.0,
|
47 |
+
"mask_time_length": 10,
|
48 |
+
"mask_time_min_masks": 2,
|
49 |
+
"mask_time_prob": 0.05,
|
50 |
+
"max_length": 448,
|
51 |
+
"max_source_positions": 1500,
|
52 |
+
"max_target_positions": 448,
|
53 |
+
"median_filter_width": 7,
|
54 |
+
"model_type": "whisper",
|
55 |
+
"num_hidden_layers": 12,
|
56 |
+
"num_mel_bins": 80,
|
57 |
+
"pad_token_id": 50257,
|
58 |
+
"scale_embedding": false,
|
59 |
+
"suppress_tokens": [],
|
60 |
+
"torch_dtype": "float32",
|
61 |
+
"transformers_version": "4.41.0.dev0",
|
62 |
+
"use_cache": true,
|
63 |
+
"use_weighted_layer_sum": false,
|
64 |
+
"vocab_size": 51865
|
65 |
+
}
|
checkpoint-7000/generation_config.json
ADDED
@@ -0,0 +1,265 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"alignment_heads": [
|
3 |
+
[
|
4 |
+
5,
|
5 |
+
3
|
6 |
+
],
|
7 |
+
[
|
8 |
+
5,
|
9 |
+
9
|
10 |
+
],
|
11 |
+
[
|
12 |
+
8,
|
13 |
+
0
|
14 |
+
],
|
15 |
+
[
|
16 |
+
8,
|
17 |
+
4
|
18 |
+
],
|
19 |
+
[
|
20 |
+
8,
|
21 |
+
7
|
22 |
+
],
|
23 |
+
[
|
24 |
+
8,
|
25 |
+
8
|
26 |
+
],
|
27 |
+
[
|
28 |
+
9,
|
29 |
+
0
|
30 |
+
],
|
31 |
+
[
|
32 |
+
9,
|
33 |
+
7
|
34 |
+
],
|
35 |
+
[
|
36 |
+
9,
|
37 |
+
9
|
38 |
+
],
|
39 |
+
[
|
40 |
+
10,
|
41 |
+
5
|
42 |
+
]
|
43 |
+
],
|
44 |
+
"begin_suppress_tokens": [
|
45 |
+
220,
|
46 |
+
50257
|
47 |
+
],
|
48 |
+
"bos_token_id": 50257,
|
49 |
+
"decoder_start_token_id": 50258,
|
50 |
+
"eos_token_id": 50257,
|
51 |
+
"forced_decoder_ids": [
|
52 |
+
[
|
53 |
+
1,
|
54 |
+
null
|
55 |
+
],
|
56 |
+
[
|
57 |
+
2,
|
58 |
+
50359
|
59 |
+
]
|
60 |
+
],
|
61 |
+
"is_multilingual": true,
|
62 |
+
"lang_to_id": {
|
63 |
+
"<|af|>": 50327,
|
64 |
+
"<|am|>": 50334,
|
65 |
+
"<|ar|>": 50272,
|
66 |
+
"<|as|>": 50350,
|
67 |
+
"<|az|>": 50304,
|
68 |
+
"<|ba|>": 50355,
|
69 |
+
"<|be|>": 50330,
|
70 |
+
"<|bg|>": 50292,
|
71 |
+
"<|bn|>": 50302,
|
72 |
+
"<|bo|>": 50347,
|
73 |
+
"<|br|>": 50309,
|
74 |
+
"<|bs|>": 50315,
|
75 |
+
"<|ca|>": 50270,
|
76 |
+
"<|cs|>": 50283,
|
77 |
+
"<|cy|>": 50297,
|
78 |
+
"<|da|>": 50285,
|
79 |
+
"<|de|>": 50261,
|
80 |
+
"<|el|>": 50281,
|
81 |
+
"<|en|>": 50259,
|
82 |
+
"<|es|>": 50262,
|
83 |
+
"<|et|>": 50307,
|
84 |
+
"<|eu|>": 50310,
|
85 |
+
"<|fa|>": 50300,
|
86 |
+
"<|fi|>": 50277,
|
87 |
+
"<|fo|>": 50338,
|
88 |
+
"<|fr|>": 50265,
|
89 |
+
"<|gl|>": 50319,
|
90 |
+
"<|gu|>": 50333,
|
91 |
+
"<|haw|>": 50352,
|
92 |
+
"<|ha|>": 50354,
|
93 |
+
"<|he|>": 50279,
|
94 |
+
"<|hi|>": 50276,
|
95 |
+
"<|hr|>": 50291,
|
96 |
+
"<|ht|>": 50339,
|
97 |
+
"<|hu|>": 50286,
|
98 |
+
"<|hy|>": 50312,
|
99 |
+
"<|id|>": 50275,
|
100 |
+
"<|is|>": 50311,
|
101 |
+
"<|it|>": 50274,
|
102 |
+
"<|ja|>": 50266,
|
103 |
+
"<|jw|>": 50356,
|
104 |
+
"<|ka|>": 50329,
|
105 |
+
"<|kk|>": 50316,
|
106 |
+
"<|km|>": 50323,
|
107 |
+
"<|kn|>": 50306,
|
108 |
+
"<|ko|>": 50264,
|
109 |
+
"<|la|>": 50294,
|
110 |
+
"<|lb|>": 50345,
|
111 |
+
"<|ln|>": 50353,
|
112 |
+
"<|lo|>": 50336,
|
113 |
+
"<|lt|>": 50293,
|
114 |
+
"<|lv|>": 50301,
|
115 |
+
"<|mg|>": 50349,
|
116 |
+
"<|mi|>": 50295,
|
117 |
+
"<|mk|>": 50308,
|
118 |
+
"<|ml|>": 50296,
|
119 |
+
"<|mn|>": 50314,
|
120 |
+
"<|mr|>": 50320,
|
121 |
+
"<|ms|>": 50282,
|
122 |
+
"<|mt|>": 50343,
|
123 |
+
"<|my|>": 50346,
|
124 |
+
"<|ne|>": 50313,
|
125 |
+
"<|nl|>": 50271,
|
126 |
+
"<|nn|>": 50342,
|
127 |
+
"<|no|>": 50288,
|
128 |
+
"<|oc|>": 50328,
|
129 |
+
"<|pa|>": 50321,
|
130 |
+
"<|pl|>": 50269,
|
131 |
+
"<|ps|>": 50340,
|
132 |
+
"<|pt|>": 50267,
|
133 |
+
"<|ro|>": 50284,
|
134 |
+
"<|ru|>": 50263,
|
135 |
+
"<|sa|>": 50344,
|
136 |
+
"<|sd|>": 50332,
|
137 |
+
"<|si|>": 50322,
|
138 |
+
"<|sk|>": 50298,
|
139 |
+
"<|sl|>": 50305,
|
140 |
+
"<|sn|>": 50324,
|
141 |
+
"<|so|>": 50326,
|
142 |
+
"<|sq|>": 50317,
|
143 |
+
"<|sr|>": 50303,
|
144 |
+
"<|su|>": 50357,
|
145 |
+
"<|sv|>": 50273,
|
146 |
+
"<|sw|>": 50318,
|
147 |
+
"<|ta|>": 50287,
|
148 |
+
"<|te|>": 50299,
|
149 |
+
"<|tg|>": 50331,
|
150 |
+
"<|th|>": 50289,
|
151 |
+
"<|tk|>": 50341,
|
152 |
+
"<|tl|>": 50348,
|
153 |
+
"<|tr|>": 50268,
|
154 |
+
"<|tt|>": 50351,
|
155 |
+
"<|uk|>": 50280,
|
156 |
+
"<|ur|>": 50290,
|
157 |
+
"<|uz|>": 50337,
|
158 |
+
"<|vi|>": 50278,
|
159 |
+
"<|yi|>": 50335,
|
160 |
+
"<|yo|>": 50325,
|
161 |
+
"<|zh|>": 50260
|
162 |
+
},
|
163 |
+
"language": "ar",
|
164 |
+
"max_initial_timestamp_index": 50,
|
165 |
+
"max_length": 448,
|
166 |
+
"no_timestamps_token_id": 50363,
|
167 |
+
"pad_token_id": 50257,
|
168 |
+
"prev_sot_token_id": 50361,
|
169 |
+
"return_timestamps": false,
|
170 |
+
"suppress_tokens": [
|
171 |
+
1,
|
172 |
+
2,
|
173 |
+
7,
|
174 |
+
8,
|
175 |
+
9,
|
176 |
+
10,
|
177 |
+
14,
|
178 |
+
25,
|
179 |
+
26,
|
180 |
+
27,
|
181 |
+
28,
|
182 |
+
29,
|
183 |
+
31,
|
184 |
+
58,
|
185 |
+
59,
|
186 |
+
60,
|
187 |
+
61,
|
188 |
+
62,
|
189 |
+
63,
|
190 |
+
90,
|
191 |
+
91,
|
192 |
+
92,
|
193 |
+
93,
|
194 |
+
359,
|
195 |
+
503,
|
196 |
+
522,
|
197 |
+
542,
|
198 |
+
873,
|
199 |
+
893,
|
200 |
+
902,
|
201 |
+
918,
|
202 |
+
922,
|
203 |
+
931,
|
204 |
+
1350,
|
205 |
+
1853,
|
206 |
+
1982,
|
207 |
+
2460,
|
208 |
+
2627,
|
209 |
+
3246,
|
210 |
+
3253,
|
211 |
+
3268,
|
212 |
+
3536,
|
213 |
+
3846,
|
214 |
+
3961,
|
215 |
+
4183,
|
216 |
+
4667,
|
217 |
+
6585,
|
218 |
+
6647,
|
219 |
+
7273,
|
220 |
+
9061,
|
221 |
+
9383,
|
222 |
+
10428,
|
223 |
+
10929,
|
224 |
+
11938,
|
225 |
+
12033,
|
226 |
+
12331,
|
227 |
+
12562,
|
228 |
+
13793,
|
229 |
+
14157,
|
230 |
+
14635,
|
231 |
+
15265,
|
232 |
+
15618,
|
233 |
+
16553,
|
234 |
+
16604,
|
235 |
+
18362,
|
236 |
+
18956,
|
237 |
+
20075,
|
238 |
+
21675,
|
239 |
+
22520,
|
240 |
+
26130,
|
241 |
+
26161,
|
242 |
+
26435,
|
243 |
+
28279,
|
244 |
+
29464,
|
245 |
+
31650,
|
246 |
+
32302,
|
247 |
+
32470,
|
248 |
+
36865,
|
249 |
+
42863,
|
250 |
+
47425,
|
251 |
+
49870,
|
252 |
+
50254,
|
253 |
+
50258,
|
254 |
+
50358,
|
255 |
+
50359,
|
256 |
+
50360,
|
257 |
+
50361,
|
258 |
+
50362
|
259 |
+
],
|
260 |
+
"task_to_id": {
|
261 |
+
"transcribe": 50359,
|
262 |
+
"translate": 50358
|
263 |
+
},
|
264 |
+
"transformers_version": "4.41.0.dev0"
|
265 |
+
}
|
checkpoint-7000/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c2ec30b916c160a7d37fe69aad7f9271f60772feec7d0812a51dab2327638e84
|
3 |
+
size 966995080
|
checkpoint-7000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:82d099341ca90460a6389931a44a74f4a9015a070cf96539f2cd822c30cdddbc
|
3 |
+
size 1925064044
|
checkpoint-7000/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 |
+
}
|
checkpoint-7000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:339b8a3cd83f7445c9c7bca16f00575eb5f466a988587a01e7e88f920a7489ea
|
3 |
+
size 14244
|
checkpoint-7000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:aa0adaed21e27a300556c623ad0e987767ae24b2f86b723cefbaa6907e6c198f
|
3 |
+
size 1064
|
checkpoint-7000/trainer_state.json
ADDED
@@ -0,0 +1,2119 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 2.5013594344752583,
|
3 |
+
"best_model_checkpoint": "./final-whisper-for-initial-publish-v2/checkpoint-6000",
|
4 |
+
"epoch": 11.532125205930807,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 7000,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.04118616144975288,
|
13 |
+
"grad_norm": 67.08155822753906,
|
14 |
+
"learning_rate": 4.2000000000000006e-07,
|
15 |
+
"loss": 2.8368,
|
16 |
+
"step": 25
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.08237232289950576,
|
20 |
+
"grad_norm": 17.44784164428711,
|
21 |
+
"learning_rate": 9.200000000000001e-07,
|
22 |
+
"loss": 2.0282,
|
23 |
+
"step": 50
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.12355848434925865,
|
27 |
+
"grad_norm": 12.481098175048828,
|
28 |
+
"learning_rate": 1.42e-06,
|
29 |
+
"loss": 1.3152,
|
30 |
+
"step": 75
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.16474464579901152,
|
34 |
+
"grad_norm": 8.900260925292969,
|
35 |
+
"learning_rate": 1.9200000000000003e-06,
|
36 |
+
"loss": 0.7248,
|
37 |
+
"step": 100
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.20593080724876442,
|
41 |
+
"grad_norm": 7.8956146240234375,
|
42 |
+
"learning_rate": 2.42e-06,
|
43 |
+
"loss": 0.5731,
|
44 |
+
"step": 125
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.2471169686985173,
|
48 |
+
"grad_norm": 9.542287826538086,
|
49 |
+
"learning_rate": 2.92e-06,
|
50 |
+
"loss": 0.474,
|
51 |
+
"step": 150
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.2883031301482702,
|
55 |
+
"grad_norm": 6.937229633331299,
|
56 |
+
"learning_rate": 3.4200000000000007e-06,
|
57 |
+
"loss": 0.4301,
|
58 |
+
"step": 175
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.32948929159802304,
|
62 |
+
"grad_norm": 6.919783115386963,
|
63 |
+
"learning_rate": 3.920000000000001e-06,
|
64 |
+
"loss": 0.351,
|
65 |
+
"step": 200
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.37067545304777594,
|
69 |
+
"grad_norm": 6.427859783172607,
|
70 |
+
"learning_rate": 4.42e-06,
|
71 |
+
"loss": 0.2726,
|
72 |
+
"step": 225
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.41186161449752884,
|
76 |
+
"grad_norm": 5.83529806137085,
|
77 |
+
"learning_rate": 4.92e-06,
|
78 |
+
"loss": 0.1663,
|
79 |
+
"step": 250
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.45304777594728174,
|
83 |
+
"grad_norm": 2.4859721660614014,
|
84 |
+
"learning_rate": 5.420000000000001e-06,
|
85 |
+
"loss": 0.0893,
|
86 |
+
"step": 275
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.4942339373970346,
|
90 |
+
"grad_norm": 3.2526772022247314,
|
91 |
+
"learning_rate": 5.92e-06,
|
92 |
+
"loss": 0.076,
|
93 |
+
"step": 300
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.5354200988467874,
|
97 |
+
"grad_norm": 4.417870044708252,
|
98 |
+
"learning_rate": 6.42e-06,
|
99 |
+
"loss": 0.0764,
|
100 |
+
"step": 325
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.5766062602965404,
|
104 |
+
"grad_norm": 3.149733781814575,
|
105 |
+
"learning_rate": 6.92e-06,
|
106 |
+
"loss": 0.0679,
|
107 |
+
"step": 350
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.6177924217462932,
|
111 |
+
"grad_norm": 3.8823468685150146,
|
112 |
+
"learning_rate": 7.420000000000001e-06,
|
113 |
+
"loss": 0.0525,
|
114 |
+
"step": 375
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.6589785831960461,
|
118 |
+
"grad_norm": 6.1009745597839355,
|
119 |
+
"learning_rate": 7.92e-06,
|
120 |
+
"loss": 0.0552,
|
121 |
+
"step": 400
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.700164744645799,
|
125 |
+
"grad_norm": 5.714720726013184,
|
126 |
+
"learning_rate": 8.42e-06,
|
127 |
+
"loss": 0.0529,
|
128 |
+
"step": 425
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.7413509060955519,
|
132 |
+
"grad_norm": 4.403444290161133,
|
133 |
+
"learning_rate": 8.920000000000001e-06,
|
134 |
+
"loss": 0.0472,
|
135 |
+
"step": 450
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.7825370675453048,
|
139 |
+
"grad_norm": 3.7249884605407715,
|
140 |
+
"learning_rate": 9.42e-06,
|
141 |
+
"loss": 0.0424,
|
142 |
+
"step": 475
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.8237232289950577,
|
146 |
+
"grad_norm": 3.8490548133850098,
|
147 |
+
"learning_rate": 9.920000000000002e-06,
|
148 |
+
"loss": 0.0461,
|
149 |
+
"step": 500
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.8237232289950577,
|
153 |
+
"eval_loss": 0.04240331053733826,
|
154 |
+
"eval_runtime": 1653.3644,
|
155 |
+
"eval_samples_per_second": 1.468,
|
156 |
+
"eval_steps_per_second": 0.184,
|
157 |
+
"eval_wer": 11.04637613609881,
|
158 |
+
"step": 500
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 0.8649093904448105,
|
162 |
+
"grad_norm": 2.538515329360962,
|
163 |
+
"learning_rate": 9.961818181818183e-06,
|
164 |
+
"loss": 0.0384,
|
165 |
+
"step": 525
|
166 |
+
},
|
167 |
+
{
|
168 |
+
"epoch": 0.9060955518945635,
|
169 |
+
"grad_norm": 1.6598188877105713,
|
170 |
+
"learning_rate": 9.916363636363637e-06,
|
171 |
+
"loss": 0.0375,
|
172 |
+
"step": 550
|
173 |
+
},
|
174 |
+
{
|
175 |
+
"epoch": 0.9472817133443163,
|
176 |
+
"grad_norm": 3.256746292114258,
|
177 |
+
"learning_rate": 9.870909090909092e-06,
|
178 |
+
"loss": 0.0346,
|
179 |
+
"step": 575
|
180 |
+
},
|
181 |
+
{
|
182 |
+
"epoch": 0.9884678747940692,
|
183 |
+
"grad_norm": 3.04457426071167,
|
184 |
+
"learning_rate": 9.825454545454546e-06,
|
185 |
+
"loss": 0.034,
|
186 |
+
"step": 600
|
187 |
+
},
|
188 |
+
{
|
189 |
+
"epoch": 1.029654036243822,
|
190 |
+
"grad_norm": 0.6082770228385925,
|
191 |
+
"learning_rate": 9.780000000000001e-06,
|
192 |
+
"loss": 0.0272,
|
193 |
+
"step": 625
|
194 |
+
},
|
195 |
+
{
|
196 |
+
"epoch": 1.0708401976935749,
|
197 |
+
"grad_norm": 1.6969329118728638,
|
198 |
+
"learning_rate": 9.734545454545455e-06,
|
199 |
+
"loss": 0.0206,
|
200 |
+
"step": 650
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 1.112026359143328,
|
204 |
+
"grad_norm": 1.9652377367019653,
|
205 |
+
"learning_rate": 9.68909090909091e-06,
|
206 |
+
"loss": 0.0197,
|
207 |
+
"step": 675
|
208 |
+
},
|
209 |
+
{
|
210 |
+
"epoch": 1.1532125205930808,
|
211 |
+
"grad_norm": 2.402329206466675,
|
212 |
+
"learning_rate": 9.643636363636364e-06,
|
213 |
+
"loss": 0.0221,
|
214 |
+
"step": 700
|
215 |
+
},
|
216 |
+
{
|
217 |
+
"epoch": 1.1943986820428336,
|
218 |
+
"grad_norm": 3.167133092880249,
|
219 |
+
"learning_rate": 9.598181818181818e-06,
|
220 |
+
"loss": 0.0176,
|
221 |
+
"step": 725
|
222 |
+
},
|
223 |
+
{
|
224 |
+
"epoch": 1.2355848434925865,
|
225 |
+
"grad_norm": 0.4075870215892792,
|
226 |
+
"learning_rate": 9.552727272727273e-06,
|
227 |
+
"loss": 0.0165,
|
228 |
+
"step": 750
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 1.2767710049423393,
|
232 |
+
"grad_norm": 2.739176034927368,
|
233 |
+
"learning_rate": 9.507272727272729e-06,
|
234 |
+
"loss": 0.0156,
|
235 |
+
"step": 775
|
236 |
+
},
|
237 |
+
{
|
238 |
+
"epoch": 1.3179571663920924,
|
239 |
+
"grad_norm": 2.4662702083587646,
|
240 |
+
"learning_rate": 9.461818181818183e-06,
|
241 |
+
"loss": 0.0133,
|
242 |
+
"step": 800
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 1.3591433278418452,
|
246 |
+
"grad_norm": 2.955909252166748,
|
247 |
+
"learning_rate": 9.416363636363636e-06,
|
248 |
+
"loss": 0.0184,
|
249 |
+
"step": 825
|
250 |
+
},
|
251 |
+
{
|
252 |
+
"epoch": 1.400329489291598,
|
253 |
+
"grad_norm": 2.0838463306427,
|
254 |
+
"learning_rate": 9.370909090909092e-06,
|
255 |
+
"loss": 0.0138,
|
256 |
+
"step": 850
|
257 |
+
},
|
258 |
+
{
|
259 |
+
"epoch": 1.441515650741351,
|
260 |
+
"grad_norm": 2.2245779037475586,
|
261 |
+
"learning_rate": 9.325454545454547e-06,
|
262 |
+
"loss": 0.0132,
|
263 |
+
"step": 875
|
264 |
+
},
|
265 |
+
{
|
266 |
+
"epoch": 1.4827018121911038,
|
267 |
+
"grad_norm": 2.146961212158203,
|
268 |
+
"learning_rate": 9.280000000000001e-06,
|
269 |
+
"loss": 0.0126,
|
270 |
+
"step": 900
|
271 |
+
},
|
272 |
+
{
|
273 |
+
"epoch": 1.5238879736408566,
|
274 |
+
"grad_norm": 1.955930471420288,
|
275 |
+
"learning_rate": 9.234545454545455e-06,
|
276 |
+
"loss": 0.0111,
|
277 |
+
"step": 925
|
278 |
+
},
|
279 |
+
{
|
280 |
+
"epoch": 1.5650741350906094,
|
281 |
+
"grad_norm": 2.04664945602417,
|
282 |
+
"learning_rate": 9.18909090909091e-06,
|
283 |
+
"loss": 0.0118,
|
284 |
+
"step": 950
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 1.6062602965403623,
|
288 |
+
"grad_norm": 2.1349849700927734,
|
289 |
+
"learning_rate": 9.143636363636364e-06,
|
290 |
+
"loss": 0.0116,
|
291 |
+
"step": 975
|
292 |
+
},
|
293 |
+
{
|
294 |
+
"epoch": 1.6474464579901154,
|
295 |
+
"grad_norm": 2.336024761199951,
|
296 |
+
"learning_rate": 9.09818181818182e-06,
|
297 |
+
"loss": 0.0124,
|
298 |
+
"step": 1000
|
299 |
+
},
|
300 |
+
{
|
301 |
+
"epoch": 1.6474464579901154,
|
302 |
+
"eval_loss": 0.02211674302816391,
|
303 |
+
"eval_runtime": 1633.7086,
|
304 |
+
"eval_samples_per_second": 1.486,
|
305 |
+
"eval_steps_per_second": 0.186,
|
306 |
+
"eval_wer": 5.11147362697118,
|
307 |
+
"step": 1000
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 1.6886326194398682,
|
311 |
+
"grad_norm": 0.4564249813556671,
|
312 |
+
"learning_rate": 9.052727272727273e-06,
|
313 |
+
"loss": 0.0119,
|
314 |
+
"step": 1025
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 1.729818780889621,
|
318 |
+
"grad_norm": 1.9494842290878296,
|
319 |
+
"learning_rate": 9.007272727272729e-06,
|
320 |
+
"loss": 0.0114,
|
321 |
+
"step": 1050
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 1.771004942339374,
|
325 |
+
"grad_norm": 1.7129623889923096,
|
326 |
+
"learning_rate": 8.961818181818182e-06,
|
327 |
+
"loss": 0.0116,
|
328 |
+
"step": 1075
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 1.812191103789127,
|
332 |
+
"grad_norm": 0.8837174773216248,
|
333 |
+
"learning_rate": 8.916363636363638e-06,
|
334 |
+
"loss": 0.01,
|
335 |
+
"step": 1100
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 1.8533772652388798,
|
339 |
+
"grad_norm": 3.1779348850250244,
|
340 |
+
"learning_rate": 8.870909090909091e-06,
|
341 |
+
"loss": 0.0087,
|
342 |
+
"step": 1125
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 1.8945634266886326,
|
346 |
+
"grad_norm": 1.1833815574645996,
|
347 |
+
"learning_rate": 8.825454545454545e-06,
|
348 |
+
"loss": 0.0122,
|
349 |
+
"step": 1150
|
350 |
+
},
|
351 |
+
{
|
352 |
+
"epoch": 1.9357495881383855,
|
353 |
+
"grad_norm": 2.3456814289093018,
|
354 |
+
"learning_rate": 8.78e-06,
|
355 |
+
"loss": 0.0089,
|
356 |
+
"step": 1175
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 1.9769357495881383,
|
360 |
+
"grad_norm": 1.5834710597991943,
|
361 |
+
"learning_rate": 8.734545454545456e-06,
|
362 |
+
"loss": 0.0111,
|
363 |
+
"step": 1200
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 2.018121911037891,
|
367 |
+
"grad_norm": 1.1926366090774536,
|
368 |
+
"learning_rate": 8.68909090909091e-06,
|
369 |
+
"loss": 0.0069,
|
370 |
+
"step": 1225
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 2.059308072487644,
|
374 |
+
"grad_norm": 0.5671884417533875,
|
375 |
+
"learning_rate": 8.643636363636364e-06,
|
376 |
+
"loss": 0.0043,
|
377 |
+
"step": 1250
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 2.100494233937397,
|
381 |
+
"grad_norm": 0.8897690176963806,
|
382 |
+
"learning_rate": 8.598181818181819e-06,
|
383 |
+
"loss": 0.0034,
|
384 |
+
"step": 1275
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 2.1416803953871497,
|
388 |
+
"grad_norm": 1.6989620923995972,
|
389 |
+
"learning_rate": 8.552727272727274e-06,
|
390 |
+
"loss": 0.003,
|
391 |
+
"step": 1300
|
392 |
+
},
|
393 |
+
{
|
394 |
+
"epoch": 2.182866556836903,
|
395 |
+
"grad_norm": 2.0327303409576416,
|
396 |
+
"learning_rate": 8.507272727272728e-06,
|
397 |
+
"loss": 0.0037,
|
398 |
+
"step": 1325
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 2.224052718286656,
|
402 |
+
"grad_norm": 0.6554267406463623,
|
403 |
+
"learning_rate": 8.461818181818182e-06,
|
404 |
+
"loss": 0.0034,
|
405 |
+
"step": 1350
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 2.2652388797364087,
|
409 |
+
"grad_norm": 0.21176663041114807,
|
410 |
+
"learning_rate": 8.416363636363637e-06,
|
411 |
+
"loss": 0.0046,
|
412 |
+
"step": 1375
|
413 |
+
},
|
414 |
+
{
|
415 |
+
"epoch": 2.3064250411861615,
|
416 |
+
"grad_norm": 1.2915725708007812,
|
417 |
+
"learning_rate": 8.370909090909091e-06,
|
418 |
+
"loss": 0.0026,
|
419 |
+
"step": 1400
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 2.3476112026359144,
|
423 |
+
"grad_norm": 0.15533868968486786,
|
424 |
+
"learning_rate": 8.325454545454547e-06,
|
425 |
+
"loss": 0.0043,
|
426 |
+
"step": 1425
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 2.3887973640856672,
|
430 |
+
"grad_norm": 0.19825848937034607,
|
431 |
+
"learning_rate": 8.28e-06,
|
432 |
+
"loss": 0.0042,
|
433 |
+
"step": 1450
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 2.42998352553542,
|
437 |
+
"grad_norm": 0.14249640703201294,
|
438 |
+
"learning_rate": 8.234545454545456e-06,
|
439 |
+
"loss": 0.0023,
|
440 |
+
"step": 1475
|
441 |
+
},
|
442 |
+
{
|
443 |
+
"epoch": 2.471169686985173,
|
444 |
+
"grad_norm": 0.12349322438240051,
|
445 |
+
"learning_rate": 8.18909090909091e-06,
|
446 |
+
"loss": 0.0026,
|
447 |
+
"step": 1500
|
448 |
+
},
|
449 |
+
{
|
450 |
+
"epoch": 2.471169686985173,
|
451 |
+
"eval_loss": 0.015178721398115158,
|
452 |
+
"eval_runtime": 1647.8725,
|
453 |
+
"eval_samples_per_second": 1.473,
|
454 |
+
"eval_steps_per_second": 0.184,
|
455 |
+
"eval_wer": 3.5966752116833685,
|
456 |
+
"step": 1500
|
457 |
+
},
|
458 |
+
{
|
459 |
+
"epoch": 2.5123558484349258,
|
460 |
+
"grad_norm": 0.24572087824344635,
|
461 |
+
"learning_rate": 8.143636363636365e-06,
|
462 |
+
"loss": 0.0032,
|
463 |
+
"step": 1525
|
464 |
+
},
|
465 |
+
{
|
466 |
+
"epoch": 2.5535420098846786,
|
467 |
+
"grad_norm": 0.2075294703245163,
|
468 |
+
"learning_rate": 8.098181818181819e-06,
|
469 |
+
"loss": 0.0023,
|
470 |
+
"step": 1550
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 2.594728171334432,
|
474 |
+
"grad_norm": 0.264713317155838,
|
475 |
+
"learning_rate": 8.052727272727272e-06,
|
476 |
+
"loss": 0.0044,
|
477 |
+
"step": 1575
|
478 |
+
},
|
479 |
+
{
|
480 |
+
"epoch": 2.6359143327841847,
|
481 |
+
"grad_norm": 1.9720451831817627,
|
482 |
+
"learning_rate": 8.007272727272728e-06,
|
483 |
+
"loss": 0.0048,
|
484 |
+
"step": 1600
|
485 |
+
},
|
486 |
+
{
|
487 |
+
"epoch": 2.6771004942339376,
|
488 |
+
"grad_norm": 0.7824451327323914,
|
489 |
+
"learning_rate": 7.961818181818183e-06,
|
490 |
+
"loss": 0.0048,
|
491 |
+
"step": 1625
|
492 |
+
},
|
493 |
+
{
|
494 |
+
"epoch": 2.7182866556836904,
|
495 |
+
"grad_norm": 0.681707501411438,
|
496 |
+
"learning_rate": 7.916363636363637e-06,
|
497 |
+
"loss": 0.0036,
|
498 |
+
"step": 1650
|
499 |
+
},
|
500 |
+
{
|
501 |
+
"epoch": 2.7594728171334433,
|
502 |
+
"grad_norm": 0.39950481057167053,
|
503 |
+
"learning_rate": 7.870909090909091e-06,
|
504 |
+
"loss": 0.0047,
|
505 |
+
"step": 1675
|
506 |
+
},
|
507 |
+
{
|
508 |
+
"epoch": 2.800658978583196,
|
509 |
+
"grad_norm": 0.7777596712112427,
|
510 |
+
"learning_rate": 7.825454545454546e-06,
|
511 |
+
"loss": 0.0029,
|
512 |
+
"step": 1700
|
513 |
+
},
|
514 |
+
{
|
515 |
+
"epoch": 2.841845140032949,
|
516 |
+
"grad_norm": 0.06510231643915176,
|
517 |
+
"learning_rate": 7.78e-06,
|
518 |
+
"loss": 0.0067,
|
519 |
+
"step": 1725
|
520 |
+
},
|
521 |
+
{
|
522 |
+
"epoch": 2.883031301482702,
|
523 |
+
"grad_norm": 2.2729947566986084,
|
524 |
+
"learning_rate": 7.734545454545455e-06,
|
525 |
+
"loss": 0.0024,
|
526 |
+
"step": 1750
|
527 |
+
},
|
528 |
+
{
|
529 |
+
"epoch": 2.9242174629324547,
|
530 |
+
"grad_norm": 1.6635749340057373,
|
531 |
+
"learning_rate": 7.68909090909091e-06,
|
532 |
+
"loss": 0.0035,
|
533 |
+
"step": 1775
|
534 |
+
},
|
535 |
+
{
|
536 |
+
"epoch": 2.9654036243822075,
|
537 |
+
"grad_norm": 0.06815456598997116,
|
538 |
+
"learning_rate": 7.643636363636365e-06,
|
539 |
+
"loss": 0.004,
|
540 |
+
"step": 1800
|
541 |
+
},
|
542 |
+
{
|
543 |
+
"epoch": 3.0065897858319603,
|
544 |
+
"grad_norm": 1.5607892274856567,
|
545 |
+
"learning_rate": 7.598181818181819e-06,
|
546 |
+
"loss": 0.0046,
|
547 |
+
"step": 1825
|
548 |
+
},
|
549 |
+
{
|
550 |
+
"epoch": 3.047775947281713,
|
551 |
+
"grad_norm": 0.8395469784736633,
|
552 |
+
"learning_rate": 7.552727272727274e-06,
|
553 |
+
"loss": 0.0018,
|
554 |
+
"step": 1850
|
555 |
+
},
|
556 |
+
{
|
557 |
+
"epoch": 3.088962108731466,
|
558 |
+
"grad_norm": 0.04032081738114357,
|
559 |
+
"learning_rate": 7.507272727272728e-06,
|
560 |
+
"loss": 0.0011,
|
561 |
+
"step": 1875
|
562 |
+
},
|
563 |
+
{
|
564 |
+
"epoch": 3.130148270181219,
|
565 |
+
"grad_norm": 0.3644678294658661,
|
566 |
+
"learning_rate": 7.461818181818182e-06,
|
567 |
+
"loss": 0.0014,
|
568 |
+
"step": 1900
|
569 |
+
},
|
570 |
+
{
|
571 |
+
"epoch": 3.171334431630972,
|
572 |
+
"grad_norm": 0.35729554295539856,
|
573 |
+
"learning_rate": 7.416363636363637e-06,
|
574 |
+
"loss": 0.0009,
|
575 |
+
"step": 1925
|
576 |
+
},
|
577 |
+
{
|
578 |
+
"epoch": 3.212520593080725,
|
579 |
+
"grad_norm": 0.05964287370443344,
|
580 |
+
"learning_rate": 7.370909090909092e-06,
|
581 |
+
"loss": 0.0014,
|
582 |
+
"step": 1950
|
583 |
+
},
|
584 |
+
{
|
585 |
+
"epoch": 3.253706754530478,
|
586 |
+
"grad_norm": 0.799541711807251,
|
587 |
+
"learning_rate": 7.325454545454546e-06,
|
588 |
+
"loss": 0.0015,
|
589 |
+
"step": 1975
|
590 |
+
},
|
591 |
+
{
|
592 |
+
"epoch": 3.2948929159802307,
|
593 |
+
"grad_norm": 0.058581918478012085,
|
594 |
+
"learning_rate": 7.280000000000001e-06,
|
595 |
+
"loss": 0.0008,
|
596 |
+
"step": 2000
|
597 |
+
},
|
598 |
+
{
|
599 |
+
"epoch": 3.2948929159802307,
|
600 |
+
"eval_loss": 0.015332825481891632,
|
601 |
+
"eval_runtime": 1629.67,
|
602 |
+
"eval_samples_per_second": 1.489,
|
603 |
+
"eval_steps_per_second": 0.187,
|
604 |
+
"eval_wer": 3.24710634661695,
|
605 |
+
"step": 2000
|
606 |
+
},
|
607 |
+
{
|
608 |
+
"epoch": 3.3360790774299836,
|
609 |
+
"grad_norm": 0.20925483107566833,
|
610 |
+
"learning_rate": 7.234545454545455e-06,
|
611 |
+
"loss": 0.001,
|
612 |
+
"step": 2025
|
613 |
+
},
|
614 |
+
{
|
615 |
+
"epoch": 3.3772652388797364,
|
616 |
+
"grad_norm": 0.5220603346824646,
|
617 |
+
"learning_rate": 7.18909090909091e-06,
|
618 |
+
"loss": 0.0006,
|
619 |
+
"step": 2050
|
620 |
+
},
|
621 |
+
{
|
622 |
+
"epoch": 3.4184514003294892,
|
623 |
+
"grad_norm": 0.33813387155532837,
|
624 |
+
"learning_rate": 7.1436363636363635e-06,
|
625 |
+
"loss": 0.0008,
|
626 |
+
"step": 2075
|
627 |
+
},
|
628 |
+
{
|
629 |
+
"epoch": 3.459637561779242,
|
630 |
+
"grad_norm": 0.5609467625617981,
|
631 |
+
"learning_rate": 7.098181818181818e-06,
|
632 |
+
"loss": 0.0006,
|
633 |
+
"step": 2100
|
634 |
+
},
|
635 |
+
{
|
636 |
+
"epoch": 3.500823723228995,
|
637 |
+
"grad_norm": 0.028300393372774124,
|
638 |
+
"learning_rate": 7.052727272727274e-06,
|
639 |
+
"loss": 0.0008,
|
640 |
+
"step": 2125
|
641 |
+
},
|
642 |
+
{
|
643 |
+
"epoch": 3.5420098846787478,
|
644 |
+
"grad_norm": 0.056196194142103195,
|
645 |
+
"learning_rate": 7.007272727272728e-06,
|
646 |
+
"loss": 0.0009,
|
647 |
+
"step": 2150
|
648 |
+
},
|
649 |
+
{
|
650 |
+
"epoch": 3.583196046128501,
|
651 |
+
"grad_norm": 0.202606201171875,
|
652 |
+
"learning_rate": 6.961818181818183e-06,
|
653 |
+
"loss": 0.0019,
|
654 |
+
"step": 2175
|
655 |
+
},
|
656 |
+
{
|
657 |
+
"epoch": 3.624382207578254,
|
658 |
+
"grad_norm": 0.014030909165740013,
|
659 |
+
"learning_rate": 6.9163636363636365e-06,
|
660 |
+
"loss": 0.001,
|
661 |
+
"step": 2200
|
662 |
+
},
|
663 |
+
{
|
664 |
+
"epoch": 3.6655683690280068,
|
665 |
+
"grad_norm": 0.08081363141536713,
|
666 |
+
"learning_rate": 6.870909090909091e-06,
|
667 |
+
"loss": 0.002,
|
668 |
+
"step": 2225
|
669 |
+
},
|
670 |
+
{
|
671 |
+
"epoch": 3.7067545304777596,
|
672 |
+
"grad_norm": 0.6110771894454956,
|
673 |
+
"learning_rate": 6.8254545454545466e-06,
|
674 |
+
"loss": 0.0005,
|
675 |
+
"step": 2250
|
676 |
+
},
|
677 |
+
{
|
678 |
+
"epoch": 3.7479406919275124,
|
679 |
+
"grad_norm": 0.30081290006637573,
|
680 |
+
"learning_rate": 6.780000000000001e-06,
|
681 |
+
"loss": 0.0021,
|
682 |
+
"step": 2275
|
683 |
+
},
|
684 |
+
{
|
685 |
+
"epoch": 3.7891268533772653,
|
686 |
+
"grad_norm": 0.042301613837480545,
|
687 |
+
"learning_rate": 6.734545454545455e-06,
|
688 |
+
"loss": 0.0012,
|
689 |
+
"step": 2300
|
690 |
+
},
|
691 |
+
{
|
692 |
+
"epoch": 3.830313014827018,
|
693 |
+
"grad_norm": 1.5658293962478638,
|
694 |
+
"learning_rate": 6.6890909090909095e-06,
|
695 |
+
"loss": 0.0018,
|
696 |
+
"step": 2325
|
697 |
+
},
|
698 |
+
{
|
699 |
+
"epoch": 3.871499176276771,
|
700 |
+
"grad_norm": 0.20856991410255432,
|
701 |
+
"learning_rate": 6.643636363636364e-06,
|
702 |
+
"loss": 0.0017,
|
703 |
+
"step": 2350
|
704 |
+
},
|
705 |
+
{
|
706 |
+
"epoch": 3.912685337726524,
|
707 |
+
"grad_norm": 0.19910617172718048,
|
708 |
+
"learning_rate": 6.5981818181818195e-06,
|
709 |
+
"loss": 0.0011,
|
710 |
+
"step": 2375
|
711 |
+
},
|
712 |
+
{
|
713 |
+
"epoch": 3.9538714991762767,
|
714 |
+
"grad_norm": 0.1468815952539444,
|
715 |
+
"learning_rate": 6.5527272727272724e-06,
|
716 |
+
"loss": 0.0011,
|
717 |
+
"step": 2400
|
718 |
+
},
|
719 |
+
{
|
720 |
+
"epoch": 3.9950576606260295,
|
721 |
+
"grad_norm": 0.06176592409610748,
|
722 |
+
"learning_rate": 6.507272727272728e-06,
|
723 |
+
"loss": 0.0009,
|
724 |
+
"step": 2425
|
725 |
+
},
|
726 |
+
{
|
727 |
+
"epoch": 4.036243822075782,
|
728 |
+
"grad_norm": 0.013582455925643444,
|
729 |
+
"learning_rate": 6.4618181818181825e-06,
|
730 |
+
"loss": 0.0004,
|
731 |
+
"step": 2450
|
732 |
+
},
|
733 |
+
{
|
734 |
+
"epoch": 4.077429983525535,
|
735 |
+
"grad_norm": 0.013000385835766792,
|
736 |
+
"learning_rate": 6.416363636363637e-06,
|
737 |
+
"loss": 0.0003,
|
738 |
+
"step": 2475
|
739 |
+
},
|
740 |
+
{
|
741 |
+
"epoch": 4.118616144975288,
|
742 |
+
"grad_norm": 0.04700480401515961,
|
743 |
+
"learning_rate": 6.370909090909091e-06,
|
744 |
+
"loss": 0.0004,
|
745 |
+
"step": 2500
|
746 |
+
},
|
747 |
+
{
|
748 |
+
"epoch": 4.118616144975288,
|
749 |
+
"eval_loss": 0.013498911634087563,
|
750 |
+
"eval_runtime": 1637.8085,
|
751 |
+
"eval_samples_per_second": 1.482,
|
752 |
+
"eval_steps_per_second": 0.186,
|
753 |
+
"eval_wer": 2.718868950516585,
|
754 |
+
"step": 2500
|
755 |
+
},
|
756 |
+
{
|
757 |
+
"epoch": 4.159802306425041,
|
758 |
+
"grad_norm": 0.049776773899793625,
|
759 |
+
"learning_rate": 6.325454545454545e-06,
|
760 |
+
"loss": 0.0007,
|
761 |
+
"step": 2525
|
762 |
+
},
|
763 |
+
{
|
764 |
+
"epoch": 4.200988467874794,
|
765 |
+
"grad_norm": 0.047507863491773605,
|
766 |
+
"learning_rate": 6.280000000000001e-06,
|
767 |
+
"loss": 0.001,
|
768 |
+
"step": 2550
|
769 |
+
},
|
770 |
+
{
|
771 |
+
"epoch": 4.242174629324547,
|
772 |
+
"grad_norm": 0.058455199003219604,
|
773 |
+
"learning_rate": 6.2345454545454555e-06,
|
774 |
+
"loss": 0.0004,
|
775 |
+
"step": 2575
|
776 |
+
},
|
777 |
+
{
|
778 |
+
"epoch": 4.283360790774299,
|
779 |
+
"grad_norm": 0.03676324710249901,
|
780 |
+
"learning_rate": 6.18909090909091e-06,
|
781 |
+
"loss": 0.0008,
|
782 |
+
"step": 2600
|
783 |
+
},
|
784 |
+
{
|
785 |
+
"epoch": 4.324546952224052,
|
786 |
+
"grad_norm": 0.08864962309598923,
|
787 |
+
"learning_rate": 6.143636363636364e-06,
|
788 |
+
"loss": 0.0008,
|
789 |
+
"step": 2625
|
790 |
+
},
|
791 |
+
{
|
792 |
+
"epoch": 4.365733113673806,
|
793 |
+
"grad_norm": 0.25547558069229126,
|
794 |
+
"learning_rate": 6.098181818181818e-06,
|
795 |
+
"loss": 0.0014,
|
796 |
+
"step": 2650
|
797 |
+
},
|
798 |
+
{
|
799 |
+
"epoch": 4.406919275123559,
|
800 |
+
"grad_norm": 0.014656963758170605,
|
801 |
+
"learning_rate": 6.052727272727274e-06,
|
802 |
+
"loss": 0.0004,
|
803 |
+
"step": 2675
|
804 |
+
},
|
805 |
+
{
|
806 |
+
"epoch": 4.448105436573312,
|
807 |
+
"grad_norm": 0.01910262741148472,
|
808 |
+
"learning_rate": 6.0072727272727284e-06,
|
809 |
+
"loss": 0.0004,
|
810 |
+
"step": 2700
|
811 |
+
},
|
812 |
+
{
|
813 |
+
"epoch": 4.4892915980230645,
|
814 |
+
"grad_norm": 0.021646469831466675,
|
815 |
+
"learning_rate": 5.961818181818182e-06,
|
816 |
+
"loss": 0.0005,
|
817 |
+
"step": 2725
|
818 |
+
},
|
819 |
+
{
|
820 |
+
"epoch": 4.530477759472817,
|
821 |
+
"grad_norm": 0.024704741314053535,
|
822 |
+
"learning_rate": 5.916363636363637e-06,
|
823 |
+
"loss": 0.0005,
|
824 |
+
"step": 2750
|
825 |
+
},
|
826 |
+
{
|
827 |
+
"epoch": 4.57166392092257,
|
828 |
+
"grad_norm": 0.024691058322787285,
|
829 |
+
"learning_rate": 5.870909090909091e-06,
|
830 |
+
"loss": 0.0004,
|
831 |
+
"step": 2775
|
832 |
+
},
|
833 |
+
{
|
834 |
+
"epoch": 4.612850082372323,
|
835 |
+
"grad_norm": 0.023056305944919586,
|
836 |
+
"learning_rate": 5.825454545454546e-06,
|
837 |
+
"loss": 0.0002,
|
838 |
+
"step": 2800
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 4.654036243822076,
|
842 |
+
"grad_norm": 0.02144230715930462,
|
843 |
+
"learning_rate": 5.78e-06,
|
844 |
+
"loss": 0.0006,
|
845 |
+
"step": 2825
|
846 |
+
},
|
847 |
+
{
|
848 |
+
"epoch": 4.695222405271829,
|
849 |
+
"grad_norm": 0.056895911693573,
|
850 |
+
"learning_rate": 5.734545454545455e-06,
|
851 |
+
"loss": 0.0006,
|
852 |
+
"step": 2850
|
853 |
+
},
|
854 |
+
{
|
855 |
+
"epoch": 4.736408566721582,
|
856 |
+
"grad_norm": 0.026411665603518486,
|
857 |
+
"learning_rate": 5.68909090909091e-06,
|
858 |
+
"loss": 0.0002,
|
859 |
+
"step": 2875
|
860 |
+
},
|
861 |
+
{
|
862 |
+
"epoch": 4.7775947281713345,
|
863 |
+
"grad_norm": 0.6490919589996338,
|
864 |
+
"learning_rate": 5.643636363636364e-06,
|
865 |
+
"loss": 0.0005,
|
866 |
+
"step": 2900
|
867 |
+
},
|
868 |
+
{
|
869 |
+
"epoch": 4.818780889621087,
|
870 |
+
"grad_norm": 0.01870059408247471,
|
871 |
+
"learning_rate": 5.598181818181818e-06,
|
872 |
+
"loss": 0.0004,
|
873 |
+
"step": 2925
|
874 |
+
},
|
875 |
+
{
|
876 |
+
"epoch": 4.85996705107084,
|
877 |
+
"grad_norm": 0.36998653411865234,
|
878 |
+
"learning_rate": 5.552727272727273e-06,
|
879 |
+
"loss": 0.001,
|
880 |
+
"step": 2950
|
881 |
+
},
|
882 |
+
{
|
883 |
+
"epoch": 4.901153212520593,
|
884 |
+
"grad_norm": 0.09682920575141907,
|
885 |
+
"learning_rate": 5.507272727272728e-06,
|
886 |
+
"loss": 0.0008,
|
887 |
+
"step": 2975
|
888 |
+
},
|
889 |
+
{
|
890 |
+
"epoch": 4.942339373970346,
|
891 |
+
"grad_norm": 0.12028121948242188,
|
892 |
+
"learning_rate": 5.461818181818183e-06,
|
893 |
+
"loss": 0.0005,
|
894 |
+
"step": 3000
|
895 |
+
},
|
896 |
+
{
|
897 |
+
"epoch": 4.942339373970346,
|
898 |
+
"eval_loss": 0.013804786838591099,
|
899 |
+
"eval_runtime": 1636.262,
|
900 |
+
"eval_samples_per_second": 1.483,
|
901 |
+
"eval_steps_per_second": 0.186,
|
902 |
+
"eval_wer": 2.8043191175328204,
|
903 |
+
"step": 3000
|
904 |
+
},
|
905 |
+
{
|
906 |
+
"epoch": 4.983525535420099,
|
907 |
+
"grad_norm": 0.36403629183769226,
|
908 |
+
"learning_rate": 5.4163636363636365e-06,
|
909 |
+
"loss": 0.0002,
|
910 |
+
"step": 3025
|
911 |
+
},
|
912 |
+
{
|
913 |
+
"epoch": 5.0247116968698515,
|
914 |
+
"grad_norm": 0.020813830196857452,
|
915 |
+
"learning_rate": 5.370909090909091e-06,
|
916 |
+
"loss": 0.0007,
|
917 |
+
"step": 3050
|
918 |
+
},
|
919 |
+
{
|
920 |
+
"epoch": 5.065897858319604,
|
921 |
+
"grad_norm": 0.0156087102368474,
|
922 |
+
"learning_rate": 5.325454545454546e-06,
|
923 |
+
"loss": 0.0002,
|
924 |
+
"step": 3075
|
925 |
+
},
|
926 |
+
{
|
927 |
+
"epoch": 5.107084019769357,
|
928 |
+
"grad_norm": 0.08841024339199066,
|
929 |
+
"learning_rate": 5.28e-06,
|
930 |
+
"loss": 0.0003,
|
931 |
+
"step": 3100
|
932 |
+
},
|
933 |
+
{
|
934 |
+
"epoch": 5.14827018121911,
|
935 |
+
"grad_norm": 0.09709523618221283,
|
936 |
+
"learning_rate": 5.234545454545456e-06,
|
937 |
+
"loss": 0.0002,
|
938 |
+
"step": 3125
|
939 |
+
},
|
940 |
+
{
|
941 |
+
"epoch": 5.189456342668863,
|
942 |
+
"grad_norm": 0.006491546519100666,
|
943 |
+
"learning_rate": 5.1890909090909095e-06,
|
944 |
+
"loss": 0.0004,
|
945 |
+
"step": 3150
|
946 |
+
},
|
947 |
+
{
|
948 |
+
"epoch": 5.230642504118616,
|
949 |
+
"grad_norm": 0.03339486941695213,
|
950 |
+
"learning_rate": 5.143636363636364e-06,
|
951 |
+
"loss": 0.0001,
|
952 |
+
"step": 3175
|
953 |
+
},
|
954 |
+
{
|
955 |
+
"epoch": 5.2718286655683695,
|
956 |
+
"grad_norm": 0.019623372703790665,
|
957 |
+
"learning_rate": 5.098181818181819e-06,
|
958 |
+
"loss": 0.0002,
|
959 |
+
"step": 3200
|
960 |
+
},
|
961 |
+
{
|
962 |
+
"epoch": 5.313014827018122,
|
963 |
+
"grad_norm": 0.012536031194031239,
|
964 |
+
"learning_rate": 5.052727272727273e-06,
|
965 |
+
"loss": 0.0004,
|
966 |
+
"step": 3225
|
967 |
+
},
|
968 |
+
{
|
969 |
+
"epoch": 5.354200988467875,
|
970 |
+
"grad_norm": 0.00885727908462286,
|
971 |
+
"learning_rate": 5.007272727272727e-06,
|
972 |
+
"loss": 0.0001,
|
973 |
+
"step": 3250
|
974 |
+
},
|
975 |
+
{
|
976 |
+
"epoch": 5.395387149917628,
|
977 |
+
"grad_norm": 0.012449279427528381,
|
978 |
+
"learning_rate": 4.9618181818181824e-06,
|
979 |
+
"loss": 0.0003,
|
980 |
+
"step": 3275
|
981 |
+
},
|
982 |
+
{
|
983 |
+
"epoch": 5.436573311367381,
|
984 |
+
"grad_norm": 0.04439382627606392,
|
985 |
+
"learning_rate": 4.916363636363637e-06,
|
986 |
+
"loss": 0.0003,
|
987 |
+
"step": 3300
|
988 |
+
},
|
989 |
+
{
|
990 |
+
"epoch": 5.477759472817134,
|
991 |
+
"grad_norm": 0.08744444698095322,
|
992 |
+
"learning_rate": 4.870909090909091e-06,
|
993 |
+
"loss": 0.0006,
|
994 |
+
"step": 3325
|
995 |
+
},
|
996 |
+
{
|
997 |
+
"epoch": 5.518945634266887,
|
998 |
+
"grad_norm": 0.015908684581518173,
|
999 |
+
"learning_rate": 4.825454545454546e-06,
|
1000 |
+
"loss": 0.0003,
|
1001 |
+
"step": 3350
|
1002 |
+
},
|
1003 |
+
{
|
1004 |
+
"epoch": 5.560131795716639,
|
1005 |
+
"grad_norm": 0.04740598052740097,
|
1006 |
+
"learning_rate": 4.78e-06,
|
1007 |
+
"loss": 0.0002,
|
1008 |
+
"step": 3375
|
1009 |
+
},
|
1010 |
+
{
|
1011 |
+
"epoch": 5.601317957166392,
|
1012 |
+
"grad_norm": 0.011928090825676918,
|
1013 |
+
"learning_rate": 4.734545454545455e-06,
|
1014 |
+
"loss": 0.0001,
|
1015 |
+
"step": 3400
|
1016 |
+
},
|
1017 |
+
{
|
1018 |
+
"epoch": 5.642504118616145,
|
1019 |
+
"grad_norm": 0.044589392840862274,
|
1020 |
+
"learning_rate": 4.689090909090909e-06,
|
1021 |
+
"loss": 0.0002,
|
1022 |
+
"step": 3425
|
1023 |
+
},
|
1024 |
+
{
|
1025 |
+
"epoch": 5.683690280065898,
|
1026 |
+
"grad_norm": 0.010786905884742737,
|
1027 |
+
"learning_rate": 4.643636363636364e-06,
|
1028 |
+
"loss": 0.0001,
|
1029 |
+
"step": 3450
|
1030 |
+
},
|
1031 |
+
{
|
1032 |
+
"epoch": 5.724876441515651,
|
1033 |
+
"grad_norm": 0.006343629211187363,
|
1034 |
+
"learning_rate": 4.598181818181818e-06,
|
1035 |
+
"loss": 0.0003,
|
1036 |
+
"step": 3475
|
1037 |
+
},
|
1038 |
+
{
|
1039 |
+
"epoch": 5.766062602965404,
|
1040 |
+
"grad_norm": 0.006056615151464939,
|
1041 |
+
"learning_rate": 4.552727272727273e-06,
|
1042 |
+
"loss": 0.0003,
|
1043 |
+
"step": 3500
|
1044 |
+
},
|
1045 |
+
{
|
1046 |
+
"epoch": 5.766062602965404,
|
1047 |
+
"eval_loss": 0.013986092992126942,
|
1048 |
+
"eval_runtime": 1723.588,
|
1049 |
+
"eval_samples_per_second": 1.408,
|
1050 |
+
"eval_steps_per_second": 0.176,
|
1051 |
+
"eval_wer": 2.734405344519537,
|
1052 |
+
"step": 3500
|
1053 |
+
},
|
1054 |
+
{
|
1055 |
+
"epoch": 5.8072487644151565,
|
1056 |
+
"grad_norm": 0.043298039585351944,
|
1057 |
+
"learning_rate": 4.5072727272727275e-06,
|
1058 |
+
"loss": 0.0002,
|
1059 |
+
"step": 3525
|
1060 |
+
},
|
1061 |
+
{
|
1062 |
+
"epoch": 5.848434925864909,
|
1063 |
+
"grad_norm": 0.007331861648708582,
|
1064 |
+
"learning_rate": 4.461818181818182e-06,
|
1065 |
+
"loss": 0.0001,
|
1066 |
+
"step": 3550
|
1067 |
+
},
|
1068 |
+
{
|
1069 |
+
"epoch": 5.889621087314662,
|
1070 |
+
"grad_norm": 0.012765350751578808,
|
1071 |
+
"learning_rate": 4.416363636363637e-06,
|
1072 |
+
"loss": 0.0002,
|
1073 |
+
"step": 3575
|
1074 |
+
},
|
1075 |
+
{
|
1076 |
+
"epoch": 5.930807248764415,
|
1077 |
+
"grad_norm": 0.033175356686115265,
|
1078 |
+
"learning_rate": 4.370909090909091e-06,
|
1079 |
+
"loss": 0.0004,
|
1080 |
+
"step": 3600
|
1081 |
+
},
|
1082 |
+
{
|
1083 |
+
"epoch": 5.971993410214168,
|
1084 |
+
"grad_norm": 0.005575309973210096,
|
1085 |
+
"learning_rate": 4.325454545454546e-06,
|
1086 |
+
"loss": 0.0001,
|
1087 |
+
"step": 3625
|
1088 |
+
},
|
1089 |
+
{
|
1090 |
+
"epoch": 6.013179571663921,
|
1091 |
+
"grad_norm": 0.005467335693538189,
|
1092 |
+
"learning_rate": 4.2800000000000005e-06,
|
1093 |
+
"loss": 0.0003,
|
1094 |
+
"step": 3650
|
1095 |
+
},
|
1096 |
+
{
|
1097 |
+
"epoch": 6.0543657331136735,
|
1098 |
+
"grad_norm": 0.0050591155886650085,
|
1099 |
+
"learning_rate": 4.234545454545455e-06,
|
1100 |
+
"loss": 0.0001,
|
1101 |
+
"step": 3675
|
1102 |
+
},
|
1103 |
+
{
|
1104 |
+
"epoch": 6.095551894563426,
|
1105 |
+
"grad_norm": 0.004481570329517126,
|
1106 |
+
"learning_rate": 4.18909090909091e-06,
|
1107 |
+
"loss": 0.0001,
|
1108 |
+
"step": 3700
|
1109 |
+
},
|
1110 |
+
{
|
1111 |
+
"epoch": 6.136738056013179,
|
1112 |
+
"grad_norm": 0.002914627082645893,
|
1113 |
+
"learning_rate": 4.143636363636364e-06,
|
1114 |
+
"loss": 0.0001,
|
1115 |
+
"step": 3725
|
1116 |
+
},
|
1117 |
+
{
|
1118 |
+
"epoch": 6.177924217462932,
|
1119 |
+
"grad_norm": 0.004947616718709469,
|
1120 |
+
"learning_rate": 4.098181818181818e-06,
|
1121 |
+
"loss": 0.0001,
|
1122 |
+
"step": 3750
|
1123 |
+
},
|
1124 |
+
{
|
1125 |
+
"epoch": 6.219110378912685,
|
1126 |
+
"grad_norm": 0.003795625874772668,
|
1127 |
+
"learning_rate": 4.0527272727272735e-06,
|
1128 |
+
"loss": 0.0001,
|
1129 |
+
"step": 3775
|
1130 |
+
},
|
1131 |
+
{
|
1132 |
+
"epoch": 6.260296540362438,
|
1133 |
+
"grad_norm": 0.025668440386652946,
|
1134 |
+
"learning_rate": 4.007272727272727e-06,
|
1135 |
+
"loss": 0.0001,
|
1136 |
+
"step": 3800
|
1137 |
+
},
|
1138 |
+
{
|
1139 |
+
"epoch": 6.3014827018121915,
|
1140 |
+
"grad_norm": 0.01409939769655466,
|
1141 |
+
"learning_rate": 3.961818181818182e-06,
|
1142 |
+
"loss": 0.0001,
|
1143 |
+
"step": 3825
|
1144 |
+
},
|
1145 |
+
{
|
1146 |
+
"epoch": 6.342668863261944,
|
1147 |
+
"grad_norm": 0.0054998998530209064,
|
1148 |
+
"learning_rate": 3.9163636363636364e-06,
|
1149 |
+
"loss": 0.0001,
|
1150 |
+
"step": 3850
|
1151 |
+
},
|
1152 |
+
{
|
1153 |
+
"epoch": 6.383855024711697,
|
1154 |
+
"grad_norm": 0.0049223750829696655,
|
1155 |
+
"learning_rate": 3.870909090909091e-06,
|
1156 |
+
"loss": 0.0001,
|
1157 |
+
"step": 3875
|
1158 |
+
},
|
1159 |
+
{
|
1160 |
+
"epoch": 6.42504118616145,
|
1161 |
+
"grad_norm": 0.0028136519249528646,
|
1162 |
+
"learning_rate": 3.825454545454546e-06,
|
1163 |
+
"loss": 0.0001,
|
1164 |
+
"step": 3900
|
1165 |
+
},
|
1166 |
+
{
|
1167 |
+
"epoch": 6.466227347611203,
|
1168 |
+
"grad_norm": 0.005505116190761328,
|
1169 |
+
"learning_rate": 3.7800000000000002e-06,
|
1170 |
+
"loss": 0.0001,
|
1171 |
+
"step": 3925
|
1172 |
+
},
|
1173 |
+
{
|
1174 |
+
"epoch": 6.507413509060956,
|
1175 |
+
"grad_norm": 0.007019472308456898,
|
1176 |
+
"learning_rate": 3.7345454545454544e-06,
|
1177 |
+
"loss": 0.0001,
|
1178 |
+
"step": 3950
|
1179 |
+
},
|
1180 |
+
{
|
1181 |
+
"epoch": 6.548599670510709,
|
1182 |
+
"grad_norm": 0.006632586009800434,
|
1183 |
+
"learning_rate": 3.6890909090909094e-06,
|
1184 |
+
"loss": 0.0001,
|
1185 |
+
"step": 3975
|
1186 |
+
},
|
1187 |
+
{
|
1188 |
+
"epoch": 6.589785831960461,
|
1189 |
+
"grad_norm": 0.002231697551906109,
|
1190 |
+
"learning_rate": 3.643636363636364e-06,
|
1191 |
+
"loss": 0.0001,
|
1192 |
+
"step": 4000
|
1193 |
+
},
|
1194 |
+
{
|
1195 |
+
"epoch": 6.589785831960461,
|
1196 |
+
"eval_loss": 0.013741781935095787,
|
1197 |
+
"eval_runtime": 1710.3123,
|
1198 |
+
"eval_samples_per_second": 1.419,
|
1199 |
+
"eval_steps_per_second": 0.178,
|
1200 |
+
"eval_wer": 2.532432222481162,
|
1201 |
+
"step": 4000
|
1202 |
+
},
|
1203 |
+
{
|
1204 |
+
"epoch": 6.630971993410214,
|
1205 |
+
"grad_norm": 0.008344273082911968,
|
1206 |
+
"learning_rate": 3.5981818181818186e-06,
|
1207 |
+
"loss": 0.0,
|
1208 |
+
"step": 4025
|
1209 |
+
},
|
1210 |
+
{
|
1211 |
+
"epoch": 6.672158154859967,
|
1212 |
+
"grad_norm": 0.0035063326358795166,
|
1213 |
+
"learning_rate": 3.552727272727273e-06,
|
1214 |
+
"loss": 0.0,
|
1215 |
+
"step": 4050
|
1216 |
+
},
|
1217 |
+
{
|
1218 |
+
"epoch": 6.71334431630972,
|
1219 |
+
"grad_norm": 0.007493205368518829,
|
1220 |
+
"learning_rate": 3.5072727272727274e-06,
|
1221 |
+
"loss": 0.0002,
|
1222 |
+
"step": 4075
|
1223 |
+
},
|
1224 |
+
{
|
1225 |
+
"epoch": 6.754530477759473,
|
1226 |
+
"grad_norm": 0.013130983337759972,
|
1227 |
+
"learning_rate": 3.4618181818181824e-06,
|
1228 |
+
"loss": 0.0001,
|
1229 |
+
"step": 4100
|
1230 |
+
},
|
1231 |
+
{
|
1232 |
+
"epoch": 6.795716639209226,
|
1233 |
+
"grad_norm": 0.022349372506141663,
|
1234 |
+
"learning_rate": 3.4163636363636366e-06,
|
1235 |
+
"loss": 0.0001,
|
1236 |
+
"step": 4125
|
1237 |
+
},
|
1238 |
+
{
|
1239 |
+
"epoch": 6.8369028006589785,
|
1240 |
+
"grad_norm": 0.004155050031840801,
|
1241 |
+
"learning_rate": 3.370909090909091e-06,
|
1242 |
+
"loss": 0.0001,
|
1243 |
+
"step": 4150
|
1244 |
+
},
|
1245 |
+
{
|
1246 |
+
"epoch": 6.878088962108731,
|
1247 |
+
"grad_norm": 0.004423918202519417,
|
1248 |
+
"learning_rate": 3.3254545454545458e-06,
|
1249 |
+
"loss": 0.0001,
|
1250 |
+
"step": 4175
|
1251 |
+
},
|
1252 |
+
{
|
1253 |
+
"epoch": 6.919275123558484,
|
1254 |
+
"grad_norm": 0.010945485904812813,
|
1255 |
+
"learning_rate": 3.2800000000000004e-06,
|
1256 |
+
"loss": 0.0001,
|
1257 |
+
"step": 4200
|
1258 |
+
},
|
1259 |
+
{
|
1260 |
+
"epoch": 6.960461285008237,
|
1261 |
+
"grad_norm": 0.00635559344664216,
|
1262 |
+
"learning_rate": 3.2345454545454545e-06,
|
1263 |
+
"loss": 0.0001,
|
1264 |
+
"step": 4225
|
1265 |
+
},
|
1266 |
+
{
|
1267 |
+
"epoch": 7.00164744645799,
|
1268 |
+
"grad_norm": 0.0034311157651245594,
|
1269 |
+
"learning_rate": 3.1890909090909096e-06,
|
1270 |
+
"loss": 0.0003,
|
1271 |
+
"step": 4250
|
1272 |
+
},
|
1273 |
+
{
|
1274 |
+
"epoch": 7.042833607907743,
|
1275 |
+
"grad_norm": 0.01130327396094799,
|
1276 |
+
"learning_rate": 3.1436363636363637e-06,
|
1277 |
+
"loss": 0.0,
|
1278 |
+
"step": 4275
|
1279 |
+
},
|
1280 |
+
{
|
1281 |
+
"epoch": 7.0840197693574956,
|
1282 |
+
"grad_norm": 0.004722132347524166,
|
1283 |
+
"learning_rate": 3.0981818181818183e-06,
|
1284 |
+
"loss": 0.0,
|
1285 |
+
"step": 4300
|
1286 |
+
},
|
1287 |
+
{
|
1288 |
+
"epoch": 7.125205930807248,
|
1289 |
+
"grad_norm": 0.004732927773147821,
|
1290 |
+
"learning_rate": 3.052727272727273e-06,
|
1291 |
+
"loss": 0.0002,
|
1292 |
+
"step": 4325
|
1293 |
+
},
|
1294 |
+
{
|
1295 |
+
"epoch": 7.166392092257001,
|
1296 |
+
"grad_norm": 0.0030134401749819517,
|
1297 |
+
"learning_rate": 3.0072727272727275e-06,
|
1298 |
+
"loss": 0.0,
|
1299 |
+
"step": 4350
|
1300 |
+
},
|
1301 |
+
{
|
1302 |
+
"epoch": 7.207578253706755,
|
1303 |
+
"grad_norm": 0.002724016085267067,
|
1304 |
+
"learning_rate": 2.9618181818181817e-06,
|
1305 |
+
"loss": 0.0001,
|
1306 |
+
"step": 4375
|
1307 |
+
},
|
1308 |
+
{
|
1309 |
+
"epoch": 7.248764415156508,
|
1310 |
+
"grad_norm": 0.004742628429085016,
|
1311 |
+
"learning_rate": 2.9163636363636367e-06,
|
1312 |
+
"loss": 0.0001,
|
1313 |
+
"step": 4400
|
1314 |
+
},
|
1315 |
+
{
|
1316 |
+
"epoch": 7.289950576606261,
|
1317 |
+
"grad_norm": 0.009233110584318638,
|
1318 |
+
"learning_rate": 2.870909090909091e-06,
|
1319 |
+
"loss": 0.0001,
|
1320 |
+
"step": 4425
|
1321 |
+
},
|
1322 |
+
{
|
1323 |
+
"epoch": 7.3311367380560135,
|
1324 |
+
"grad_norm": 0.004101255908608437,
|
1325 |
+
"learning_rate": 2.8254545454545455e-06,
|
1326 |
+
"loss": 0.0,
|
1327 |
+
"step": 4450
|
1328 |
+
},
|
1329 |
+
{
|
1330 |
+
"epoch": 7.372322899505766,
|
1331 |
+
"grad_norm": 0.0037873326800763607,
|
1332 |
+
"learning_rate": 2.7800000000000005e-06,
|
1333 |
+
"loss": 0.0001,
|
1334 |
+
"step": 4475
|
1335 |
+
},
|
1336 |
+
{
|
1337 |
+
"epoch": 7.413509060955519,
|
1338 |
+
"grad_norm": 0.015564778819680214,
|
1339 |
+
"learning_rate": 2.7345454545454547e-06,
|
1340 |
+
"loss": 0.0001,
|
1341 |
+
"step": 4500
|
1342 |
+
},
|
1343 |
+
{
|
1344 |
+
"epoch": 7.413509060955519,
|
1345 |
+
"eval_loss": 0.013747855089604855,
|
1346 |
+
"eval_runtime": 1717.6068,
|
1347 |
+
"eval_samples_per_second": 1.413,
|
1348 |
+
"eval_steps_per_second": 0.177,
|
1349 |
+
"eval_wer": 2.5013594344752583,
|
1350 |
+
"step": 4500
|
1351 |
+
},
|
1352 |
+
{
|
1353 |
+
"epoch": 7.454695222405272,
|
1354 |
+
"grad_norm": 0.0023361605126410723,
|
1355 |
+
"learning_rate": 2.6890909090909097e-06,
|
1356 |
+
"loss": 0.0002,
|
1357 |
+
"step": 4525
|
1358 |
+
},
|
1359 |
+
{
|
1360 |
+
"epoch": 7.495881383855025,
|
1361 |
+
"grad_norm": 0.0026130119804292917,
|
1362 |
+
"learning_rate": 2.643636363636364e-06,
|
1363 |
+
"loss": 0.0001,
|
1364 |
+
"step": 4550
|
1365 |
+
},
|
1366 |
+
{
|
1367 |
+
"epoch": 7.537067545304778,
|
1368 |
+
"grad_norm": 0.005539346020668745,
|
1369 |
+
"learning_rate": 2.5981818181818184e-06,
|
1370 |
+
"loss": 0.0001,
|
1371 |
+
"step": 4575
|
1372 |
+
},
|
1373 |
+
{
|
1374 |
+
"epoch": 7.578253706754531,
|
1375 |
+
"grad_norm": 0.00382342585362494,
|
1376 |
+
"learning_rate": 2.552727272727273e-06,
|
1377 |
+
"loss": 0.0001,
|
1378 |
+
"step": 4600
|
1379 |
+
},
|
1380 |
+
{
|
1381 |
+
"epoch": 7.619439868204283,
|
1382 |
+
"grad_norm": 0.0032592774368822575,
|
1383 |
+
"learning_rate": 2.5072727272727276e-06,
|
1384 |
+
"loss": 0.0001,
|
1385 |
+
"step": 4625
|
1386 |
+
},
|
1387 |
+
{
|
1388 |
+
"epoch": 7.660626029654036,
|
1389 |
+
"grad_norm": 0.003578683128580451,
|
1390 |
+
"learning_rate": 2.461818181818182e-06,
|
1391 |
+
"loss": 0.0001,
|
1392 |
+
"step": 4650
|
1393 |
+
},
|
1394 |
+
{
|
1395 |
+
"epoch": 7.701812191103789,
|
1396 |
+
"grad_norm": 0.006414057221263647,
|
1397 |
+
"learning_rate": 2.416363636363637e-06,
|
1398 |
+
"loss": 0.0,
|
1399 |
+
"step": 4675
|
1400 |
+
},
|
1401 |
+
{
|
1402 |
+
"epoch": 7.742998352553542,
|
1403 |
+
"grad_norm": 0.0032208007760345936,
|
1404 |
+
"learning_rate": 2.3709090909090914e-06,
|
1405 |
+
"loss": 0.0,
|
1406 |
+
"step": 4700
|
1407 |
+
},
|
1408 |
+
{
|
1409 |
+
"epoch": 7.784184514003295,
|
1410 |
+
"grad_norm": 0.0016529737040400505,
|
1411 |
+
"learning_rate": 2.3254545454545456e-06,
|
1412 |
+
"loss": 0.0,
|
1413 |
+
"step": 4725
|
1414 |
+
},
|
1415 |
+
{
|
1416 |
+
"epoch": 7.825370675453048,
|
1417 |
+
"grad_norm": 0.002902130363509059,
|
1418 |
+
"learning_rate": 2.28e-06,
|
1419 |
+
"loss": 0.0001,
|
1420 |
+
"step": 4750
|
1421 |
+
},
|
1422 |
+
{
|
1423 |
+
"epoch": 7.8665568369028005,
|
1424 |
+
"grad_norm": 0.002918258076533675,
|
1425 |
+
"learning_rate": 2.234545454545455e-06,
|
1426 |
+
"loss": 0.0,
|
1427 |
+
"step": 4775
|
1428 |
+
},
|
1429 |
+
{
|
1430 |
+
"epoch": 7.907742998352553,
|
1431 |
+
"grad_norm": 0.0021400710102170706,
|
1432 |
+
"learning_rate": 2.1890909090909094e-06,
|
1433 |
+
"loss": 0.0,
|
1434 |
+
"step": 4800
|
1435 |
+
},
|
1436 |
+
{
|
1437 |
+
"epoch": 7.948929159802306,
|
1438 |
+
"grad_norm": 0.0016904472140595317,
|
1439 |
+
"learning_rate": 2.143636363636364e-06,
|
1440 |
+
"loss": 0.0,
|
1441 |
+
"step": 4825
|
1442 |
+
},
|
1443 |
+
{
|
1444 |
+
"epoch": 7.990115321252059,
|
1445 |
+
"grad_norm": 0.006286232266575098,
|
1446 |
+
"learning_rate": 2.0981818181818186e-06,
|
1447 |
+
"loss": 0.0002,
|
1448 |
+
"step": 4850
|
1449 |
+
},
|
1450 |
+
{
|
1451 |
+
"epoch": 8.031301482701812,
|
1452 |
+
"grad_norm": 0.004598398692905903,
|
1453 |
+
"learning_rate": 2.0527272727272727e-06,
|
1454 |
+
"loss": 0.0,
|
1455 |
+
"step": 4875
|
1456 |
+
},
|
1457 |
+
{
|
1458 |
+
"epoch": 8.072487644151565,
|
1459 |
+
"grad_norm": 0.0023243261966854334,
|
1460 |
+
"learning_rate": 2.0072727272727273e-06,
|
1461 |
+
"loss": 0.0,
|
1462 |
+
"step": 4900
|
1463 |
+
},
|
1464 |
+
{
|
1465 |
+
"epoch": 8.113673805601318,
|
1466 |
+
"grad_norm": 0.0025131104048341513,
|
1467 |
+
"learning_rate": 1.961818181818182e-06,
|
1468 |
+
"loss": 0.0,
|
1469 |
+
"step": 4925
|
1470 |
+
},
|
1471 |
+
{
|
1472 |
+
"epoch": 8.15485996705107,
|
1473 |
+
"grad_norm": 0.005834953393787146,
|
1474 |
+
"learning_rate": 1.9163636363636365e-06,
|
1475 |
+
"loss": 0.0003,
|
1476 |
+
"step": 4950
|
1477 |
+
},
|
1478 |
+
{
|
1479 |
+
"epoch": 8.196046128500823,
|
1480 |
+
"grad_norm": 0.005762421526014805,
|
1481 |
+
"learning_rate": 1.870909090909091e-06,
|
1482 |
+
"loss": 0.0001,
|
1483 |
+
"step": 4975
|
1484 |
+
},
|
1485 |
+
{
|
1486 |
+
"epoch": 8.237232289950576,
|
1487 |
+
"grad_norm": 0.002938208868727088,
|
1488 |
+
"learning_rate": 1.8254545454545455e-06,
|
1489 |
+
"loss": 0.0,
|
1490 |
+
"step": 5000
|
1491 |
+
},
|
1492 |
+
{
|
1493 |
+
"epoch": 8.237232289950576,
|
1494 |
+
"eval_loss": 0.013800903223454952,
|
1495 |
+
"eval_runtime": 1718.2773,
|
1496 |
+
"eval_samples_per_second": 1.412,
|
1497 |
+
"eval_steps_per_second": 0.177,
|
1498 |
+
"eval_wer": 2.602345995494446,
|
1499 |
+
"step": 5000
|
1500 |
+
},
|
1501 |
+
{
|
1502 |
+
"epoch": 8.278418451400329,
|
1503 |
+
"grad_norm": 0.0034450343810021877,
|
1504 |
+
"learning_rate": 1.7800000000000001e-06,
|
1505 |
+
"loss": 0.0001,
|
1506 |
+
"step": 5025
|
1507 |
+
},
|
1508 |
+
{
|
1509 |
+
"epoch": 8.319604612850082,
|
1510 |
+
"grad_norm": 0.002541518537327647,
|
1511 |
+
"learning_rate": 1.7345454545454545e-06,
|
1512 |
+
"loss": 0.0,
|
1513 |
+
"step": 5050
|
1514 |
+
},
|
1515 |
+
{
|
1516 |
+
"epoch": 8.360790774299835,
|
1517 |
+
"grad_norm": 0.002959892386570573,
|
1518 |
+
"learning_rate": 1.689090909090909e-06,
|
1519 |
+
"loss": 0.0,
|
1520 |
+
"step": 5075
|
1521 |
+
},
|
1522 |
+
{
|
1523 |
+
"epoch": 8.401976935749587,
|
1524 |
+
"grad_norm": 0.004116767086088657,
|
1525 |
+
"learning_rate": 1.6436363636363637e-06,
|
1526 |
+
"loss": 0.0001,
|
1527 |
+
"step": 5100
|
1528 |
+
},
|
1529 |
+
{
|
1530 |
+
"epoch": 8.44316309719934,
|
1531 |
+
"grad_norm": 0.01786639727652073,
|
1532 |
+
"learning_rate": 1.5981818181818185e-06,
|
1533 |
+
"loss": 0.0,
|
1534 |
+
"step": 5125
|
1535 |
+
},
|
1536 |
+
{
|
1537 |
+
"epoch": 8.484349258649093,
|
1538 |
+
"grad_norm": 0.008570323698222637,
|
1539 |
+
"learning_rate": 1.5527272727272729e-06,
|
1540 |
+
"loss": 0.0,
|
1541 |
+
"step": 5150
|
1542 |
+
},
|
1543 |
+
{
|
1544 |
+
"epoch": 8.525535420098846,
|
1545 |
+
"grad_norm": 0.0028420346789062023,
|
1546 |
+
"learning_rate": 1.5072727272727275e-06,
|
1547 |
+
"loss": 0.0001,
|
1548 |
+
"step": 5175
|
1549 |
+
},
|
1550 |
+
{
|
1551 |
+
"epoch": 8.566721581548599,
|
1552 |
+
"grad_norm": 0.002692845184355974,
|
1553 |
+
"learning_rate": 1.461818181818182e-06,
|
1554 |
+
"loss": 0.0001,
|
1555 |
+
"step": 5200
|
1556 |
+
},
|
1557 |
+
{
|
1558 |
+
"epoch": 8.607907742998353,
|
1559 |
+
"grad_norm": 0.0014716355362907052,
|
1560 |
+
"learning_rate": 1.4163636363636365e-06,
|
1561 |
+
"loss": 0.0,
|
1562 |
+
"step": 5225
|
1563 |
+
},
|
1564 |
+
{
|
1565 |
+
"epoch": 8.649093904448105,
|
1566 |
+
"grad_norm": 0.004192767199128866,
|
1567 |
+
"learning_rate": 1.370909090909091e-06,
|
1568 |
+
"loss": 0.0,
|
1569 |
+
"step": 5250
|
1570 |
+
},
|
1571 |
+
{
|
1572 |
+
"epoch": 8.69028006589786,
|
1573 |
+
"grad_norm": 0.0037771447096019983,
|
1574 |
+
"learning_rate": 1.3254545454545456e-06,
|
1575 |
+
"loss": 0.0,
|
1576 |
+
"step": 5275
|
1577 |
+
},
|
1578 |
+
{
|
1579 |
+
"epoch": 8.731466227347612,
|
1580 |
+
"grad_norm": 0.0033924980089068413,
|
1581 |
+
"learning_rate": 1.28e-06,
|
1582 |
+
"loss": 0.0,
|
1583 |
+
"step": 5300
|
1584 |
+
},
|
1585 |
+
{
|
1586 |
+
"epoch": 8.772652388797365,
|
1587 |
+
"grad_norm": 0.007148527540266514,
|
1588 |
+
"learning_rate": 1.2345454545454546e-06,
|
1589 |
+
"loss": 0.0,
|
1590 |
+
"step": 5325
|
1591 |
+
},
|
1592 |
+
{
|
1593 |
+
"epoch": 8.813838550247118,
|
1594 |
+
"grad_norm": 0.0036525556351989508,
|
1595 |
+
"learning_rate": 1.1890909090909092e-06,
|
1596 |
+
"loss": 0.0001,
|
1597 |
+
"step": 5350
|
1598 |
+
},
|
1599 |
+
{
|
1600 |
+
"epoch": 8.85502471169687,
|
1601 |
+
"grad_norm": 0.004420670215040445,
|
1602 |
+
"learning_rate": 1.1436363636363638e-06,
|
1603 |
+
"loss": 0.0,
|
1604 |
+
"step": 5375
|
1605 |
+
},
|
1606 |
+
{
|
1607 |
+
"epoch": 8.896210873146623,
|
1608 |
+
"grad_norm": 0.007836336269974709,
|
1609 |
+
"learning_rate": 1.0981818181818182e-06,
|
1610 |
+
"loss": 0.0,
|
1611 |
+
"step": 5400
|
1612 |
+
},
|
1613 |
+
{
|
1614 |
+
"epoch": 8.937397034596376,
|
1615 |
+
"grad_norm": 0.0029930309392511845,
|
1616 |
+
"learning_rate": 1.0527272727272728e-06,
|
1617 |
+
"loss": 0.0,
|
1618 |
+
"step": 5425
|
1619 |
+
},
|
1620 |
+
{
|
1621 |
+
"epoch": 8.978583196046129,
|
1622 |
+
"grad_norm": 0.004859840031713247,
|
1623 |
+
"learning_rate": 1.0072727272727274e-06,
|
1624 |
+
"loss": 0.0001,
|
1625 |
+
"step": 5450
|
1626 |
+
},
|
1627 |
+
{
|
1628 |
+
"epoch": 9.019769357495882,
|
1629 |
+
"grad_norm": 0.0022968496195971966,
|
1630 |
+
"learning_rate": 9.61818181818182e-07,
|
1631 |
+
"loss": 0.0,
|
1632 |
+
"step": 5475
|
1633 |
+
},
|
1634 |
+
{
|
1635 |
+
"epoch": 9.060955518945635,
|
1636 |
+
"grad_norm": 0.0016871189000084996,
|
1637 |
+
"learning_rate": 9.163636363636365e-07,
|
1638 |
+
"loss": 0.0001,
|
1639 |
+
"step": 5500
|
1640 |
+
},
|
1641 |
+
{
|
1642 |
+
"epoch": 9.060955518945635,
|
1643 |
+
"eval_loss": 0.013956129550933838,
|
1644 |
+
"eval_runtime": 1736.8144,
|
1645 |
+
"eval_samples_per_second": 1.397,
|
1646 |
+
"eval_steps_per_second": 0.175,
|
1647 |
+
"eval_wer": 2.5091276314767343,
|
1648 |
+
"step": 5500
|
1649 |
+
},
|
1650 |
+
{
|
1651 |
+
"epoch": 9.102141680395388,
|
1652 |
+
"grad_norm": 0.003995977807790041,
|
1653 |
+
"learning_rate": 8.70909090909091e-07,
|
1654 |
+
"loss": 0.0001,
|
1655 |
+
"step": 5525
|
1656 |
+
},
|
1657 |
+
{
|
1658 |
+
"epoch": 9.14332784184514,
|
1659 |
+
"grad_norm": 0.0030109367799013853,
|
1660 |
+
"learning_rate": 8.254545454545456e-07,
|
1661 |
+
"loss": 0.0,
|
1662 |
+
"step": 5550
|
1663 |
+
},
|
1664 |
+
{
|
1665 |
+
"epoch": 9.184514003294893,
|
1666 |
+
"grad_norm": 0.004546226933598518,
|
1667 |
+
"learning_rate": 7.8e-07,
|
1668 |
+
"loss": 0.0,
|
1669 |
+
"step": 5575
|
1670 |
+
},
|
1671 |
+
{
|
1672 |
+
"epoch": 9.225700164744646,
|
1673 |
+
"grad_norm": 0.003448527306318283,
|
1674 |
+
"learning_rate": 7.345454545454545e-07,
|
1675 |
+
"loss": 0.0,
|
1676 |
+
"step": 5600
|
1677 |
+
},
|
1678 |
+
{
|
1679 |
+
"epoch": 9.266886326194399,
|
1680 |
+
"grad_norm": 0.003833542810752988,
|
1681 |
+
"learning_rate": 6.890909090909091e-07,
|
1682 |
+
"loss": 0.0,
|
1683 |
+
"step": 5625
|
1684 |
+
},
|
1685 |
+
{
|
1686 |
+
"epoch": 9.308072487644152,
|
1687 |
+
"grad_norm": 0.0035726006608456373,
|
1688 |
+
"learning_rate": 6.436363636363636e-07,
|
1689 |
+
"loss": 0.0001,
|
1690 |
+
"step": 5650
|
1691 |
+
},
|
1692 |
+
{
|
1693 |
+
"epoch": 9.349258649093905,
|
1694 |
+
"grad_norm": 0.0038840766064822674,
|
1695 |
+
"learning_rate": 5.981818181818182e-07,
|
1696 |
+
"loss": 0.0,
|
1697 |
+
"step": 5675
|
1698 |
+
},
|
1699 |
+
{
|
1700 |
+
"epoch": 9.390444810543658,
|
1701 |
+
"grad_norm": 0.001967709045857191,
|
1702 |
+
"learning_rate": 5.527272727272728e-07,
|
1703 |
+
"loss": 0.0,
|
1704 |
+
"step": 5700
|
1705 |
+
},
|
1706 |
+
{
|
1707 |
+
"epoch": 9.43163097199341,
|
1708 |
+
"grad_norm": 0.0022351674269884825,
|
1709 |
+
"learning_rate": 5.072727272727273e-07,
|
1710 |
+
"loss": 0.0,
|
1711 |
+
"step": 5725
|
1712 |
+
},
|
1713 |
+
{
|
1714 |
+
"epoch": 9.472817133443163,
|
1715 |
+
"grad_norm": 0.004692086949944496,
|
1716 |
+
"learning_rate": 4.618181818181819e-07,
|
1717 |
+
"loss": 0.0,
|
1718 |
+
"step": 5750
|
1719 |
+
},
|
1720 |
+
{
|
1721 |
+
"epoch": 9.514003294892916,
|
1722 |
+
"grad_norm": 0.0022310977801680565,
|
1723 |
+
"learning_rate": 4.163636363636364e-07,
|
1724 |
+
"loss": 0.0,
|
1725 |
+
"step": 5775
|
1726 |
+
},
|
1727 |
+
{
|
1728 |
+
"epoch": 9.555189456342669,
|
1729 |
+
"grad_norm": 0.0022611399181187153,
|
1730 |
+
"learning_rate": 3.7090909090909093e-07,
|
1731 |
+
"loss": 0.0,
|
1732 |
+
"step": 5800
|
1733 |
+
},
|
1734 |
+
{
|
1735 |
+
"epoch": 9.596375617792422,
|
1736 |
+
"grad_norm": 0.0022751970682293177,
|
1737 |
+
"learning_rate": 3.254545454545455e-07,
|
1738 |
+
"loss": 0.0,
|
1739 |
+
"step": 5825
|
1740 |
+
},
|
1741 |
+
{
|
1742 |
+
"epoch": 9.637561779242175,
|
1743 |
+
"grad_norm": 0.003461811225861311,
|
1744 |
+
"learning_rate": 2.8e-07,
|
1745 |
+
"loss": 0.0,
|
1746 |
+
"step": 5850
|
1747 |
+
},
|
1748 |
+
{
|
1749 |
+
"epoch": 9.678747940691927,
|
1750 |
+
"grad_norm": 0.002553915837779641,
|
1751 |
+
"learning_rate": 2.3454545454545456e-07,
|
1752 |
+
"loss": 0.0,
|
1753 |
+
"step": 5875
|
1754 |
+
},
|
1755 |
+
{
|
1756 |
+
"epoch": 9.71993410214168,
|
1757 |
+
"grad_norm": 0.002379871206358075,
|
1758 |
+
"learning_rate": 1.890909090909091e-07,
|
1759 |
+
"loss": 0.0,
|
1760 |
+
"step": 5900
|
1761 |
+
},
|
1762 |
+
{
|
1763 |
+
"epoch": 9.761120263591433,
|
1764 |
+
"grad_norm": 0.0019515318563207984,
|
1765 |
+
"learning_rate": 1.4363636363636365e-07,
|
1766 |
+
"loss": 0.0,
|
1767 |
+
"step": 5925
|
1768 |
+
},
|
1769 |
+
{
|
1770 |
+
"epoch": 9.802306425041186,
|
1771 |
+
"grad_norm": 0.0017870984738692641,
|
1772 |
+
"learning_rate": 9.818181818181819e-08,
|
1773 |
+
"loss": 0.0,
|
1774 |
+
"step": 5950
|
1775 |
+
},
|
1776 |
+
{
|
1777 |
+
"epoch": 9.843492586490939,
|
1778 |
+
"grad_norm": 0.0032659450080245733,
|
1779 |
+
"learning_rate": 5.272727272727273e-08,
|
1780 |
+
"loss": 0.0,
|
1781 |
+
"step": 5975
|
1782 |
+
},
|
1783 |
+
{
|
1784 |
+
"epoch": 9.884678747940692,
|
1785 |
+
"grad_norm": 0.01834402047097683,
|
1786 |
+
"learning_rate": 7.272727272727273e-09,
|
1787 |
+
"loss": 0.0,
|
1788 |
+
"step": 6000
|
1789 |
+
},
|
1790 |
+
{
|
1791 |
+
"epoch": 9.884678747940692,
|
1792 |
+
"eval_loss": 0.013986977748572826,
|
1793 |
+
"eval_runtime": 1723.1255,
|
1794 |
+
"eval_samples_per_second": 1.408,
|
1795 |
+
"eval_steps_per_second": 0.176,
|
1796 |
+
"eval_wer": 2.5013594344752583,
|
1797 |
+
"step": 6000
|
1798 |
+
},
|
1799 |
+
{
|
1800 |
+
"epoch": 9.925864909390445,
|
1801 |
+
"grad_norm": 0.0242526326328516,
|
1802 |
+
"learning_rate": 3.5047058823529417e-06,
|
1803 |
+
"loss": 0.0,
|
1804 |
+
"step": 6025
|
1805 |
+
},
|
1806 |
+
{
|
1807 |
+
"epoch": 9.967051070840197,
|
1808 |
+
"grad_norm": 0.002037163358181715,
|
1809 |
+
"learning_rate": 3.4752941176470588e-06,
|
1810 |
+
"loss": 0.0,
|
1811 |
+
"step": 6050
|
1812 |
+
},
|
1813 |
+
{
|
1814 |
+
"epoch": 10.00823723228995,
|
1815 |
+
"grad_norm": 0.0032065610866993666,
|
1816 |
+
"learning_rate": 3.4458823529411767e-06,
|
1817 |
+
"loss": 0.0,
|
1818 |
+
"step": 6075
|
1819 |
+
},
|
1820 |
+
{
|
1821 |
+
"epoch": 10.049423393739703,
|
1822 |
+
"grad_norm": 0.0026907401625066996,
|
1823 |
+
"learning_rate": 3.4164705882352946e-06,
|
1824 |
+
"loss": 0.0,
|
1825 |
+
"step": 6100
|
1826 |
+
},
|
1827 |
+
{
|
1828 |
+
"epoch": 10.090609555189456,
|
1829 |
+
"grad_norm": 0.0022176543716341257,
|
1830 |
+
"learning_rate": 3.387058823529412e-06,
|
1831 |
+
"loss": 0.0,
|
1832 |
+
"step": 6125
|
1833 |
+
},
|
1834 |
+
{
|
1835 |
+
"epoch": 10.131795716639209,
|
1836 |
+
"grad_norm": 0.0032068961299955845,
|
1837 |
+
"learning_rate": 3.35764705882353e-06,
|
1838 |
+
"loss": 0.0,
|
1839 |
+
"step": 6150
|
1840 |
+
},
|
1841 |
+
{
|
1842 |
+
"epoch": 10.172981878088962,
|
1843 |
+
"grad_norm": 0.0039983587339520454,
|
1844 |
+
"learning_rate": 3.328235294117647e-06,
|
1845 |
+
"loss": 0.0,
|
1846 |
+
"step": 6175
|
1847 |
+
},
|
1848 |
+
{
|
1849 |
+
"epoch": 10.214168039538714,
|
1850 |
+
"grad_norm": 0.0018802180420607328,
|
1851 |
+
"learning_rate": 3.298823529411765e-06,
|
1852 |
+
"loss": 0.0,
|
1853 |
+
"step": 6200
|
1854 |
+
},
|
1855 |
+
{
|
1856 |
+
"epoch": 10.255354200988467,
|
1857 |
+
"grad_norm": 0.0026977595407515764,
|
1858 |
+
"learning_rate": 3.2694117647058824e-06,
|
1859 |
+
"loss": 0.0,
|
1860 |
+
"step": 6225
|
1861 |
+
},
|
1862 |
+
{
|
1863 |
+
"epoch": 10.29654036243822,
|
1864 |
+
"grad_norm": 0.0030683802906423807,
|
1865 |
+
"learning_rate": 3.2400000000000003e-06,
|
1866 |
+
"loss": 0.0,
|
1867 |
+
"step": 6250
|
1868 |
+
},
|
1869 |
+
{
|
1870 |
+
"epoch": 10.337726523887973,
|
1871 |
+
"grad_norm": 0.002406976418569684,
|
1872 |
+
"learning_rate": 3.2105882352941182e-06,
|
1873 |
+
"loss": 0.0,
|
1874 |
+
"step": 6275
|
1875 |
+
},
|
1876 |
+
{
|
1877 |
+
"epoch": 10.378912685337726,
|
1878 |
+
"grad_norm": 0.004232148639857769,
|
1879 |
+
"learning_rate": 3.1811764705882353e-06,
|
1880 |
+
"loss": 0.0,
|
1881 |
+
"step": 6300
|
1882 |
+
},
|
1883 |
+
{
|
1884 |
+
"epoch": 10.420098846787479,
|
1885 |
+
"grad_norm": 0.0028111624997109175,
|
1886 |
+
"learning_rate": 3.151764705882353e-06,
|
1887 |
+
"loss": 0.0,
|
1888 |
+
"step": 6325
|
1889 |
+
},
|
1890 |
+
{
|
1891 |
+
"epoch": 10.461285008237232,
|
1892 |
+
"grad_norm": 0.0027185629587620497,
|
1893 |
+
"learning_rate": 3.1223529411764707e-06,
|
1894 |
+
"loss": 0.0,
|
1895 |
+
"step": 6350
|
1896 |
+
},
|
1897 |
+
{
|
1898 |
+
"epoch": 10.502471169686984,
|
1899 |
+
"grad_norm": 0.002079539466649294,
|
1900 |
+
"learning_rate": 3.0929411764705886e-06,
|
1901 |
+
"loss": 0.0,
|
1902 |
+
"step": 6375
|
1903 |
+
},
|
1904 |
+
{
|
1905 |
+
"epoch": 10.543657331136739,
|
1906 |
+
"grad_norm": 0.0021090833470225334,
|
1907 |
+
"learning_rate": 3.0635294117647065e-06,
|
1908 |
+
"loss": 0.0,
|
1909 |
+
"step": 6400
|
1910 |
+
},
|
1911 |
+
{
|
1912 |
+
"epoch": 10.58484349258649,
|
1913 |
+
"grad_norm": 0.0029999890830367804,
|
1914 |
+
"learning_rate": 3.0341176470588235e-06,
|
1915 |
+
"loss": 0.0,
|
1916 |
+
"step": 6425
|
1917 |
+
},
|
1918 |
+
{
|
1919 |
+
"epoch": 10.626029654036245,
|
1920 |
+
"grad_norm": 0.0023287280928343534,
|
1921 |
+
"learning_rate": 3.0047058823529414e-06,
|
1922 |
+
"loss": 0.0,
|
1923 |
+
"step": 6450
|
1924 |
+
},
|
1925 |
+
{
|
1926 |
+
"epoch": 10.667215815485998,
|
1927 |
+
"grad_norm": 0.0014742282219231129,
|
1928 |
+
"learning_rate": 2.975294117647059e-06,
|
1929 |
+
"loss": 0.0,
|
1930 |
+
"step": 6475
|
1931 |
+
},
|
1932 |
+
{
|
1933 |
+
"epoch": 10.70840197693575,
|
1934 |
+
"grad_norm": 0.002694872207939625,
|
1935 |
+
"learning_rate": 2.945882352941177e-06,
|
1936 |
+
"loss": 0.0001,
|
1937 |
+
"step": 6500
|
1938 |
+
},
|
1939 |
+
{
|
1940 |
+
"epoch": 10.70840197693575,
|
1941 |
+
"eval_loss": 0.014553220942616463,
|
1942 |
+
"eval_runtime": 1723.0905,
|
1943 |
+
"eval_samples_per_second": 1.409,
|
1944 |
+
"eval_steps_per_second": 0.176,
|
1945 |
+
"eval_wer": 2.5945777984929697,
|
1946 |
+
"step": 6500
|
1947 |
+
},
|
1948 |
+
{
|
1949 |
+
"epoch": 10.749588138385503,
|
1950 |
+
"grad_norm": 0.001027889782562852,
|
1951 |
+
"learning_rate": 2.9164705882352943e-06,
|
1952 |
+
"loss": 0.0,
|
1953 |
+
"step": 6525
|
1954 |
+
},
|
1955 |
+
{
|
1956 |
+
"epoch": 10.790774299835256,
|
1957 |
+
"grad_norm": 0.0017091067275032401,
|
1958 |
+
"learning_rate": 2.887058823529412e-06,
|
1959 |
+
"loss": 0.0,
|
1960 |
+
"step": 6550
|
1961 |
+
},
|
1962 |
+
{
|
1963 |
+
"epoch": 10.831960461285009,
|
1964 |
+
"grad_norm": 0.001180932391434908,
|
1965 |
+
"learning_rate": 2.8576470588235293e-06,
|
1966 |
+
"loss": 0.0,
|
1967 |
+
"step": 6575
|
1968 |
+
},
|
1969 |
+
{
|
1970 |
+
"epoch": 10.873146622734762,
|
1971 |
+
"grad_norm": 0.0035964970011264086,
|
1972 |
+
"learning_rate": 2.828235294117647e-06,
|
1973 |
+
"loss": 0.0005,
|
1974 |
+
"step": 6600
|
1975 |
+
},
|
1976 |
+
{
|
1977 |
+
"epoch": 10.914332784184515,
|
1978 |
+
"grad_norm": 0.0023179524578154087,
|
1979 |
+
"learning_rate": 2.798823529411765e-06,
|
1980 |
+
"loss": 0.0,
|
1981 |
+
"step": 6625
|
1982 |
+
},
|
1983 |
+
{
|
1984 |
+
"epoch": 10.955518945634267,
|
1985 |
+
"grad_norm": 0.10292612761259079,
|
1986 |
+
"learning_rate": 2.7694117647058825e-06,
|
1987 |
+
"loss": 0.0001,
|
1988 |
+
"step": 6650
|
1989 |
+
},
|
1990 |
+
{
|
1991 |
+
"epoch": 10.99670510708402,
|
1992 |
+
"grad_norm": 1.5822137594223022,
|
1993 |
+
"learning_rate": 2.7400000000000004e-06,
|
1994 |
+
"loss": 0.0007,
|
1995 |
+
"step": 6675
|
1996 |
+
},
|
1997 |
+
{
|
1998 |
+
"epoch": 11.037891268533773,
|
1999 |
+
"grad_norm": 0.09981144219636917,
|
2000 |
+
"learning_rate": 2.7105882352941175e-06,
|
2001 |
+
"loss": 0.0028,
|
2002 |
+
"step": 6700
|
2003 |
+
},
|
2004 |
+
{
|
2005 |
+
"epoch": 11.079077429983526,
|
2006 |
+
"grad_norm": 1.2205625772476196,
|
2007 |
+
"learning_rate": 2.6811764705882354e-06,
|
2008 |
+
"loss": 0.0018,
|
2009 |
+
"step": 6725
|
2010 |
+
},
|
2011 |
+
{
|
2012 |
+
"epoch": 11.120263591433279,
|
2013 |
+
"grad_norm": 2.4946441650390625,
|
2014 |
+
"learning_rate": 2.6517647058823533e-06,
|
2015 |
+
"loss": 0.0037,
|
2016 |
+
"step": 6750
|
2017 |
+
},
|
2018 |
+
{
|
2019 |
+
"epoch": 11.161449752883032,
|
2020 |
+
"grad_norm": 0.01300705224275589,
|
2021 |
+
"learning_rate": 2.622352941176471e-06,
|
2022 |
+
"loss": 0.0007,
|
2023 |
+
"step": 6775
|
2024 |
+
},
|
2025 |
+
{
|
2026 |
+
"epoch": 11.202635914332784,
|
2027 |
+
"grad_norm": 0.050090231001377106,
|
2028 |
+
"learning_rate": 2.5929411764705887e-06,
|
2029 |
+
"loss": 0.0004,
|
2030 |
+
"step": 6800
|
2031 |
+
},
|
2032 |
+
{
|
2033 |
+
"epoch": 11.243822075782537,
|
2034 |
+
"grad_norm": 0.1064329594373703,
|
2035 |
+
"learning_rate": 2.5635294117647058e-06,
|
2036 |
+
"loss": 0.0003,
|
2037 |
+
"step": 6825
|
2038 |
+
},
|
2039 |
+
{
|
2040 |
+
"epoch": 11.28500823723229,
|
2041 |
+
"grad_norm": 0.00640516122803092,
|
2042 |
+
"learning_rate": 2.5341176470588237e-06,
|
2043 |
+
"loss": 0.0002,
|
2044 |
+
"step": 6850
|
2045 |
+
},
|
2046 |
+
{
|
2047 |
+
"epoch": 11.326194398682043,
|
2048 |
+
"grad_norm": 0.011775782331824303,
|
2049 |
+
"learning_rate": 2.504705882352941e-06,
|
2050 |
+
"loss": 0.0001,
|
2051 |
+
"step": 6875
|
2052 |
+
},
|
2053 |
+
{
|
2054 |
+
"epoch": 11.367380560131796,
|
2055 |
+
"grad_norm": 0.00485497061163187,
|
2056 |
+
"learning_rate": 2.475294117647059e-06,
|
2057 |
+
"loss": 0.0011,
|
2058 |
+
"step": 6900
|
2059 |
+
},
|
2060 |
+
{
|
2061 |
+
"epoch": 11.408566721581549,
|
2062 |
+
"grad_norm": 1.4145103693008423,
|
2063 |
+
"learning_rate": 2.4458823529411765e-06,
|
2064 |
+
"loss": 0.0005,
|
2065 |
+
"step": 6925
|
2066 |
+
},
|
2067 |
+
{
|
2068 |
+
"epoch": 11.449752883031302,
|
2069 |
+
"grad_norm": 0.01526624895632267,
|
2070 |
+
"learning_rate": 2.4164705882352944e-06,
|
2071 |
+
"loss": 0.0002,
|
2072 |
+
"step": 6950
|
2073 |
+
},
|
2074 |
+
{
|
2075 |
+
"epoch": 11.490939044481054,
|
2076 |
+
"grad_norm": 0.02947794646024704,
|
2077 |
+
"learning_rate": 2.387058823529412e-06,
|
2078 |
+
"loss": 0.0001,
|
2079 |
+
"step": 6975
|
2080 |
+
},
|
2081 |
+
{
|
2082 |
+
"epoch": 11.532125205930807,
|
2083 |
+
"grad_norm": 0.008897418156266212,
|
2084 |
+
"learning_rate": 2.3576470588235294e-06,
|
2085 |
+
"loss": 0.0002,
|
2086 |
+
"step": 7000
|
2087 |
+
},
|
2088 |
+
{
|
2089 |
+
"epoch": 11.532125205930807,
|
2090 |
+
"eval_loss": 0.016228729858994484,
|
2091 |
+
"eval_runtime": 1688.3118,
|
2092 |
+
"eval_samples_per_second": 1.438,
|
2093 |
+
"eval_steps_per_second": 0.18,
|
2094 |
+
"eval_wer": 3.029596830575623,
|
2095 |
+
"step": 7000
|
2096 |
+
}
|
2097 |
+
],
|
2098 |
+
"logging_steps": 25,
|
2099 |
+
"max_steps": 9000,
|
2100 |
+
"num_input_tokens_seen": 0,
|
2101 |
+
"num_train_epochs": 15,
|
2102 |
+
"save_steps": 1000,
|
2103 |
+
"stateful_callbacks": {
|
2104 |
+
"TrainerControl": {
|
2105 |
+
"args": {
|
2106 |
+
"should_epoch_stop": false,
|
2107 |
+
"should_evaluate": false,
|
2108 |
+
"should_log": false,
|
2109 |
+
"should_save": true,
|
2110 |
+
"should_training_stop": false
|
2111 |
+
},
|
2112 |
+
"attributes": {}
|
2113 |
+
}
|
2114 |
+
},
|
2115 |
+
"total_flos": 3.230886707822592e+19,
|
2116 |
+
"train_batch_size": 16,
|
2117 |
+
"trial_name": null,
|
2118 |
+
"trial_params": null
|
2119 |
+
}
|
checkpoint-7000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6292a69bf9eff6232baeee5c1e1eec097c841f14095d91e1dc4293b76abed1a3
|
3 |
+
size 5240
|