File size: 11,054 Bytes
4538853
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
{
  "best_metric": 0.6472681760787964,
  "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l37-l/checkpoint-13000",
  "epoch": 1.4634695485759315,
  "eval_steps": 500,
  "global_step": 13000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.056287290329843524,
      "grad_norm": 96.92656707763672,
      "learning_rate": 2.9437127096701565e-07,
      "loss": 0.3748,
      "step": 500
    },
    {
      "epoch": 0.056287290329843524,
      "eval_loss": 1.2226382493972778,
      "eval_runtime": 131.2779,
      "eval_samples_per_second": 15.037,
      "eval_steps_per_second": 1.882,
      "step": 500
    },
    {
      "epoch": 0.11257458065968705,
      "grad_norm": 402.31158447265625,
      "learning_rate": 2.887425419340313e-07,
      "loss": 0.3057,
      "step": 1000
    },
    {
      "epoch": 0.11257458065968705,
      "eval_loss": 1.0702259540557861,
      "eval_runtime": 131.0109,
      "eval_samples_per_second": 15.067,
      "eval_steps_per_second": 1.885,
      "step": 1000
    },
    {
      "epoch": 0.16886187098953057,
      "grad_norm": 515.0911865234375,
      "learning_rate": 2.831138129010469e-07,
      "loss": 0.2239,
      "step": 1500
    },
    {
      "epoch": 0.16886187098953057,
      "eval_loss": 0.9957238435745239,
      "eval_runtime": 134.8377,
      "eval_samples_per_second": 14.64,
      "eval_steps_per_second": 1.832,
      "step": 1500
    },
    {
      "epoch": 0.2251491613193741,
      "grad_norm": 3.1967105865478516,
      "learning_rate": 2.774850838680626e-07,
      "loss": 0.2229,
      "step": 2000
    },
    {
      "epoch": 0.2251491613193741,
      "eval_loss": 0.9504629373550415,
      "eval_runtime": 129.0169,
      "eval_samples_per_second": 15.3,
      "eval_steps_per_second": 1.914,
      "step": 2000
    },
    {
      "epoch": 0.2814364516492176,
      "grad_norm": 276.22998046875,
      "learning_rate": 2.718563548350782e-07,
      "loss": 0.2098,
      "step": 2500
    },
    {
      "epoch": 0.2814364516492176,
      "eval_loss": 0.9006705284118652,
      "eval_runtime": 129.1816,
      "eval_samples_per_second": 15.281,
      "eval_steps_per_second": 1.912,
      "step": 2500
    },
    {
      "epoch": 0.33772374197906113,
      "grad_norm": 1105.317138671875,
      "learning_rate": 2.6622762580209386e-07,
      "loss": 0.1938,
      "step": 3000
    },
    {
      "epoch": 0.33772374197906113,
      "eval_loss": 0.8782906532287598,
      "eval_runtime": 128.6387,
      "eval_samples_per_second": 15.345,
      "eval_steps_per_second": 1.92,
      "step": 3000
    },
    {
      "epoch": 0.39401103230890466,
      "grad_norm": 0.00043465400813147426,
      "learning_rate": 2.605988967691095e-07,
      "loss": 0.1688,
      "step": 3500
    },
    {
      "epoch": 0.39401103230890466,
      "eval_loss": 0.8405746221542358,
      "eval_runtime": 128.6989,
      "eval_samples_per_second": 15.338,
      "eval_steps_per_second": 1.919,
      "step": 3500
    },
    {
      "epoch": 0.4502983226387482,
      "grad_norm": 0.027426382526755333,
      "learning_rate": 2.549701677361252e-07,
      "loss": 0.1457,
      "step": 4000
    },
    {
      "epoch": 0.4502983226387482,
      "eval_loss": 0.813768208026886,
      "eval_runtime": 128.7209,
      "eval_samples_per_second": 15.336,
      "eval_steps_per_second": 1.919,
      "step": 4000
    },
    {
      "epoch": 0.5065856129685917,
      "grad_norm": 0.0012935090344399214,
      "learning_rate": 2.4934143870314085e-07,
      "loss": 0.179,
      "step": 4500
    },
    {
      "epoch": 0.5065856129685917,
      "eval_loss": 0.7965527176856995,
      "eval_runtime": 128.3969,
      "eval_samples_per_second": 15.374,
      "eval_steps_per_second": 1.924,
      "step": 4500
    },
    {
      "epoch": 0.5628729032984352,
      "grad_norm": 0.0017458726651966572,
      "learning_rate": 2.4371270967015646e-07,
      "loss": 0.1224,
      "step": 5000
    },
    {
      "epoch": 0.5628729032984352,
      "eval_loss": 0.7788484692573547,
      "eval_runtime": 128.4939,
      "eval_samples_per_second": 15.363,
      "eval_steps_per_second": 1.922,
      "step": 5000
    },
    {
      "epoch": 0.6191601936282788,
      "grad_norm": 65.76844787597656,
      "learning_rate": 2.380839806371721e-07,
      "loss": 0.1551,
      "step": 5500
    },
    {
      "epoch": 0.6191601936282788,
      "eval_loss": 0.7626588344573975,
      "eval_runtime": 128.7302,
      "eval_samples_per_second": 15.334,
      "eval_steps_per_second": 1.919,
      "step": 5500
    },
    {
      "epoch": 0.6754474839581223,
      "grad_norm": 5.014094829559326,
      "learning_rate": 2.3245525160418776e-07,
      "loss": 0.1721,
      "step": 6000
    },
    {
      "epoch": 0.6754474839581223,
      "eval_loss": 0.7464810609817505,
      "eval_runtime": 128.749,
      "eval_samples_per_second": 15.332,
      "eval_steps_per_second": 1.918,
      "step": 6000
    },
    {
      "epoch": 0.7317347742879657,
      "grad_norm": 0.0022696161177009344,
      "learning_rate": 2.268265225712034e-07,
      "loss": 0.1532,
      "step": 6500
    },
    {
      "epoch": 0.7317347742879657,
      "eval_loss": 0.7335842251777649,
      "eval_runtime": 128.8165,
      "eval_samples_per_second": 15.324,
      "eval_steps_per_second": 1.917,
      "step": 6500
    },
    {
      "epoch": 0.7880220646178093,
      "grad_norm": 5.508715730684344e-06,
      "learning_rate": 2.2119779353821906e-07,
      "loss": 0.1991,
      "step": 7000
    },
    {
      "epoch": 0.7880220646178093,
      "eval_loss": 0.7244272232055664,
      "eval_runtime": 128.9211,
      "eval_samples_per_second": 15.312,
      "eval_steps_per_second": 1.916,
      "step": 7000
    },
    {
      "epoch": 0.8443093549476528,
      "grad_norm": 0.30320531129837036,
      "learning_rate": 2.155690645052347e-07,
      "loss": 0.1551,
      "step": 7500
    },
    {
      "epoch": 0.8443093549476528,
      "eval_loss": 0.718368411064148,
      "eval_runtime": 128.8149,
      "eval_samples_per_second": 15.324,
      "eval_steps_per_second": 1.917,
      "step": 7500
    },
    {
      "epoch": 0.9005966452774964,
      "grad_norm": 1.9788849385804497e-05,
      "learning_rate": 2.0994033547225037e-07,
      "loss": 0.1439,
      "step": 8000
    },
    {
      "epoch": 0.9005966452774964,
      "eval_loss": 0.7040167450904846,
      "eval_runtime": 128.4921,
      "eval_samples_per_second": 15.363,
      "eval_steps_per_second": 1.922,
      "step": 8000
    },
    {
      "epoch": 0.9568839356073399,
      "grad_norm": 1.0750063665909693e-06,
      "learning_rate": 2.04311606439266e-07,
      "loss": 0.1361,
      "step": 8500
    },
    {
      "epoch": 0.9568839356073399,
      "eval_loss": 0.6983720660209656,
      "eval_runtime": 128.5929,
      "eval_samples_per_second": 15.351,
      "eval_steps_per_second": 1.921,
      "step": 8500
    },
    {
      "epoch": 1.0131712259371835,
      "grad_norm": 187.1415557861328,
      "learning_rate": 1.9868287740628167e-07,
      "loss": 0.1144,
      "step": 9000
    },
    {
      "epoch": 1.0131712259371835,
      "eval_loss": 0.6901102066040039,
      "eval_runtime": 128.5322,
      "eval_samples_per_second": 15.358,
      "eval_steps_per_second": 1.922,
      "step": 9000
    },
    {
      "epoch": 1.069458516267027,
      "grad_norm": 0.007205183617770672,
      "learning_rate": 1.9305414837329728e-07,
      "loss": 0.0643,
      "step": 9500
    },
    {
      "epoch": 1.069458516267027,
      "eval_loss": 0.6831753253936768,
      "eval_runtime": 128.59,
      "eval_samples_per_second": 15.351,
      "eval_steps_per_second": 1.921,
      "step": 9500
    },
    {
      "epoch": 1.1257458065968704,
      "grad_norm": 0.4961595833301544,
      "learning_rate": 1.8742541934031294e-07,
      "loss": 0.0773,
      "step": 10000
    },
    {
      "epoch": 1.1257458065968704,
      "eval_loss": 0.6732445955276489,
      "eval_runtime": 128.732,
      "eval_samples_per_second": 15.334,
      "eval_steps_per_second": 1.919,
      "step": 10000
    },
    {
      "epoch": 1.1820330969267139,
      "grad_norm": 0.0009373470675200224,
      "learning_rate": 1.817966903073286e-07,
      "loss": 0.0814,
      "step": 10500
    },
    {
      "epoch": 1.1820330969267139,
      "eval_loss": 0.6723716259002686,
      "eval_runtime": 126.1133,
      "eval_samples_per_second": 15.653,
      "eval_steps_per_second": 1.959,
      "step": 10500
    },
    {
      "epoch": 1.2383203872565574,
      "grad_norm": 2.7500348096509697e-06,
      "learning_rate": 1.7616796127434424e-07,
      "loss": 0.0924,
      "step": 11000
    },
    {
      "epoch": 1.2383203872565574,
      "eval_loss": 0.6679245233535767,
      "eval_runtime": 126.0452,
      "eval_samples_per_second": 15.661,
      "eval_steps_per_second": 1.96,
      "step": 11000
    },
    {
      "epoch": 1.294607677586401,
      "grad_norm": 12.024052619934082,
      "learning_rate": 1.705392322413599e-07,
      "loss": 0.091,
      "step": 11500
    },
    {
      "epoch": 1.294607677586401,
      "eval_loss": 0.6659140586853027,
      "eval_runtime": 129.0611,
      "eval_samples_per_second": 15.295,
      "eval_steps_per_second": 1.914,
      "step": 11500
    },
    {
      "epoch": 1.3508949679162445,
      "grad_norm": 0.0008855258929543197,
      "learning_rate": 1.6491050320837554e-07,
      "loss": 0.0978,
      "step": 12000
    },
    {
      "epoch": 1.3508949679162445,
      "eval_loss": 0.6577230095863342,
      "eval_runtime": 126.2858,
      "eval_samples_per_second": 15.631,
      "eval_steps_per_second": 1.956,
      "step": 12000
    },
    {
      "epoch": 1.407182258246088,
      "grad_norm": 0.0003772446943912655,
      "learning_rate": 1.592817741753912e-07,
      "loss": 0.0598,
      "step": 12500
    },
    {
      "epoch": 1.407182258246088,
      "eval_loss": 0.6527238488197327,
      "eval_runtime": 125.8972,
      "eval_samples_per_second": 15.679,
      "eval_steps_per_second": 1.962,
      "step": 12500
    },
    {
      "epoch": 1.4634695485759315,
      "grad_norm": 0.00032130314502865076,
      "learning_rate": 1.5365304514240682e-07,
      "loss": 0.0713,
      "step": 13000
    },
    {
      "epoch": 1.4634695485759315,
      "eval_loss": 0.6472681760787964,
      "eval_runtime": 128.5052,
      "eval_samples_per_second": 15.361,
      "eval_steps_per_second": 1.922,
      "step": 13000
    }
  ],
  "logging_steps": 500,
  "max_steps": 26649,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 4677398203906890.0,
  "train_batch_size": 2,
  "trial_name": null,
  "trial_params": null
}