File size: 8,295 Bytes
da1163a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
{
  "best_metric": 33.39944765252322,
  "best_model_checkpoint": "/kaggle/working/whisper-small/checkpoint-1000",
  "epoch": 1.3245033112582782,
  "eval_steps": 500,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.033112582781456956,
      "grad_norm": 40.76376724243164,
      "learning_rate": 4.0000000000000003e-07,
      "loss": 4.304,
      "step": 25
    },
    {
      "epoch": 0.06622516556291391,
      "grad_norm": 34.9359245300293,
      "learning_rate": 9.000000000000001e-07,
      "loss": 3.9709,
      "step": 50
    },
    {
      "epoch": 0.09933774834437085,
      "grad_norm": 18.766077041625977,
      "learning_rate": 1.4000000000000001e-06,
      "loss": 3.4858,
      "step": 75
    },
    {
      "epoch": 0.13245033112582782,
      "grad_norm": 16.810834884643555,
      "learning_rate": 1.9000000000000002e-06,
      "loss": 3.2396,
      "step": 100
    },
    {
      "epoch": 0.16556291390728478,
      "grad_norm": 19.717323303222656,
      "learning_rate": 2.4000000000000003e-06,
      "loss": 3.1781,
      "step": 125
    },
    {
      "epoch": 0.1986754966887417,
      "grad_norm": 17.67849349975586,
      "learning_rate": 2.9e-06,
      "loss": 3.2006,
      "step": 150
    },
    {
      "epoch": 0.23178807947019867,
      "grad_norm": 16.326919555664062,
      "learning_rate": 3.4000000000000005e-06,
      "loss": 3.146,
      "step": 175
    },
    {
      "epoch": 0.26490066225165565,
      "grad_norm": 17.752124786376953,
      "learning_rate": 3.900000000000001e-06,
      "loss": 3.1915,
      "step": 200
    },
    {
      "epoch": 0.2980132450331126,
      "grad_norm": 17.477537155151367,
      "learning_rate": 4.4e-06,
      "loss": 3.0694,
      "step": 225
    },
    {
      "epoch": 0.33112582781456956,
      "grad_norm": 17.810102462768555,
      "learning_rate": 4.9000000000000005e-06,
      "loss": 3.0796,
      "step": 250
    },
    {
      "epoch": 0.36423841059602646,
      "grad_norm": 18.251075744628906,
      "learning_rate": 5.400000000000001e-06,
      "loss": 3.0895,
      "step": 275
    },
    {
      "epoch": 0.3973509933774834,
      "grad_norm": 17.90201187133789,
      "learning_rate": 5.9e-06,
      "loss": 2.9872,
      "step": 300
    },
    {
      "epoch": 0.4304635761589404,
      "grad_norm": 18.006668090820312,
      "learning_rate": 6.4000000000000006e-06,
      "loss": 3.0425,
      "step": 325
    },
    {
      "epoch": 0.46357615894039733,
      "grad_norm": 16.625247955322266,
      "learning_rate": 6.9e-06,
      "loss": 2.9893,
      "step": 350
    },
    {
      "epoch": 0.4966887417218543,
      "grad_norm": 19.76040267944336,
      "learning_rate": 7.4e-06,
      "loss": 2.9231,
      "step": 375
    },
    {
      "epoch": 0.5298013245033113,
      "grad_norm": 21.64992904663086,
      "learning_rate": 7.9e-06,
      "loss": 3.0319,
      "step": 400
    },
    {
      "epoch": 0.5629139072847682,
      "grad_norm": 18.87610626220703,
      "learning_rate": 8.400000000000001e-06,
      "loss": 2.9039,
      "step": 425
    },
    {
      "epoch": 0.5960264900662252,
      "grad_norm": 18.467191696166992,
      "learning_rate": 8.900000000000001e-06,
      "loss": 2.9607,
      "step": 450
    },
    {
      "epoch": 0.6291390728476821,
      "grad_norm": 17.798429489135742,
      "learning_rate": 9.4e-06,
      "loss": 2.9454,
      "step": 475
    },
    {
      "epoch": 0.6622516556291391,
      "grad_norm": 18.094806671142578,
      "learning_rate": 9.9e-06,
      "loss": 2.9388,
      "step": 500
    },
    {
      "epoch": 0.6622516556291391,
      "eval_cer": 102.70901330655285,
      "eval_loss": 2.9817957878112793,
      "eval_runtime": 2198.2774,
      "eval_samples_per_second": 2.264,
      "eval_steps_per_second": 0.283,
      "step": 500
    },
    {
      "epoch": 0.695364238410596,
      "grad_norm": 16.370372772216797,
      "learning_rate": 9.600000000000001e-06,
      "loss": 2.9295,
      "step": 525
    },
    {
      "epoch": 0.7284768211920529,
      "grad_norm": 18.59728240966797,
      "learning_rate": 9.100000000000001e-06,
      "loss": 2.9214,
      "step": 550
    },
    {
      "epoch": 0.7615894039735099,
      "grad_norm": 16.144062042236328,
      "learning_rate": 8.6e-06,
      "loss": 2.9778,
      "step": 575
    },
    {
      "epoch": 0.7947019867549668,
      "grad_norm": 17.924297332763672,
      "learning_rate": 8.1e-06,
      "loss": 2.8858,
      "step": 600
    },
    {
      "epoch": 0.8278145695364238,
      "grad_norm": 17.39291000366211,
      "learning_rate": 7.600000000000001e-06,
      "loss": 2.8875,
      "step": 625
    },
    {
      "epoch": 0.8609271523178808,
      "grad_norm": 17.19579315185547,
      "learning_rate": 7.100000000000001e-06,
      "loss": 2.9667,
      "step": 650
    },
    {
      "epoch": 0.8940397350993378,
      "grad_norm": 17.705387115478516,
      "learning_rate": 6.600000000000001e-06,
      "loss": 2.9193,
      "step": 675
    },
    {
      "epoch": 0.9271523178807947,
      "grad_norm": 18.197153091430664,
      "learning_rate": 6.1e-06,
      "loss": 2.8616,
      "step": 700
    },
    {
      "epoch": 0.9602649006622517,
      "grad_norm": 16.632579803466797,
      "learning_rate": 5.600000000000001e-06,
      "loss": 2.7889,
      "step": 725
    },
    {
      "epoch": 0.9933774834437086,
      "grad_norm": 23.52530860900879,
      "learning_rate": 5.1e-06,
      "loss": 2.4231,
      "step": 750
    },
    {
      "epoch": 1.0264900662251655,
      "grad_norm": 18.322874069213867,
      "learning_rate": 4.600000000000001e-06,
      "loss": 1.1389,
      "step": 775
    },
    {
      "epoch": 1.0596026490066226,
      "grad_norm": 17.467435836791992,
      "learning_rate": 4.1e-06,
      "loss": 0.8244,
      "step": 800
    },
    {
      "epoch": 1.0927152317880795,
      "grad_norm": 23.982784271240234,
      "learning_rate": 3.6000000000000003e-06,
      "loss": 0.6974,
      "step": 825
    },
    {
      "epoch": 1.1258278145695364,
      "grad_norm": 15.57445240020752,
      "learning_rate": 3.1000000000000004e-06,
      "loss": 0.6625,
      "step": 850
    },
    {
      "epoch": 1.1589403973509933,
      "grad_norm": 16.174701690673828,
      "learning_rate": 2.6e-06,
      "loss": 0.6145,
      "step": 875
    },
    {
      "epoch": 1.1920529801324504,
      "grad_norm": 17.91811752319336,
      "learning_rate": 2.1000000000000002e-06,
      "loss": 0.5941,
      "step": 900
    },
    {
      "epoch": 1.2251655629139073,
      "grad_norm": 16.29407501220703,
      "learning_rate": 1.6000000000000001e-06,
      "loss": 0.6053,
      "step": 925
    },
    {
      "epoch": 1.2582781456953642,
      "grad_norm": 13.573580741882324,
      "learning_rate": 1.1e-06,
      "loss": 0.5533,
      "step": 950
    },
    {
      "epoch": 1.2913907284768211,
      "grad_norm": 14.268310546875,
      "learning_rate": 6.000000000000001e-07,
      "loss": 0.5446,
      "step": 975
    },
    {
      "epoch": 1.3245033112582782,
      "grad_norm": 13.822824478149414,
      "learning_rate": 1.0000000000000001e-07,
      "loss": 0.5492,
      "step": 1000
    },
    {
      "epoch": 1.3245033112582782,
      "eval_cer": 33.39944765252322,
      "eval_loss": 0.6020073294639587,
      "eval_runtime": 2262.2462,
      "eval_samples_per_second": 2.2,
      "eval_steps_per_second": 0.275,
      "step": 1000
    },
    {
      "epoch": 1.3245033112582782,
      "step": 1000,
      "total_flos": 4.65727933108224e+18,
      "train_loss": 2.47559251499176,
      "train_runtime": 12073.0146,
      "train_samples_per_second": 1.325,
      "train_steps_per_second": 0.083
    }
  ],
  "logging_steps": 25,
  "max_steps": 1000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 4.65727933108224e+18,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}