Anukul-02 commited on
Commit
6ab92df
·
1 Parent(s): a382852

End of training

Browse files
all_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 3.25,
3
- "eval_accuracy": 0.896774193548387,
4
- "eval_loss": 0.3148822784423828,
5
- "eval_runtime": 16.7802,
6
- "eval_samples_per_second": 9.237,
7
- "eval_steps_per_second": 9.237
8
  }
 
1
  {
2
+ "epoch": 4.2,
3
+ "eval_accuracy": 0.9225806451612903,
4
+ "eval_loss": 0.23742260038852692,
5
+ "eval_runtime": 18.17,
6
+ "eval_samples_per_second": 8.531,
7
+ "eval_steps_per_second": 8.531
8
  }
runs/Dec04_03-03-54_01e45190d4ed/events.out.tfevents.1701659747.01e45190d4ed.29075.1 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b09b66f90eea5cafdc85f108ebecbdc353409f1a57a51dd7a121b638548a2cd7
3
- size 411
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a785753e8971d2fb06b785ee958992828533f0b78071e295f99daa1d8d2a714
3
+ size 734
test_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "epoch": 3.25,
3
- "eval_accuracy": 0.896774193548387,
4
- "eval_loss": 0.3148822784423828,
5
- "eval_runtime": 16.7802,
6
- "eval_samples_per_second": 9.237,
7
- "eval_steps_per_second": 9.237
8
  }
 
1
  {
2
+ "epoch": 4.2,
3
+ "eval_accuracy": 0.9225806451612903,
4
+ "eval_loss": 0.23742260038852692,
5
+ "eval_runtime": 18.17,
6
+ "eval_samples_per_second": 8.531,
7
+ "eval_steps_per_second": 8.531
8
  }
trainer_state.json CHANGED
@@ -1,802 +1,991 @@
1
  {
2
- "best_metric": 0.9,
3
- "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1200",
4
- "epoch": 3.25,
5
  "eval_steps": 500,
6
- "global_step": 1200,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.01,
13
- "learning_rate": 4.166666666666667e-06,
14
- "loss": 2.5435,
15
  "step": 10
16
  },
17
  {
18
- "epoch": 0.02,
19
- "learning_rate": 8.333333333333334e-06,
20
- "loss": 2.21,
21
  "step": 20
22
  },
23
  {
24
- "epoch": 0.03,
25
- "learning_rate": 1.25e-05,
26
- "loss": 2.2069,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.03,
31
- "learning_rate": 1.6666666666666667e-05,
32
- "loss": 2.2296,
33
  "step": 40
34
  },
35
  {
36
- "epoch": 0.04,
37
- "learning_rate": 2.0833333333333336e-05,
38
- "loss": 2.2741,
39
  "step": 50
40
  },
41
  {
42
- "epoch": 0.05,
43
- "learning_rate": 2.5e-05,
44
- "loss": 2.3395,
45
  "step": 60
46
  },
47
  {
48
- "epoch": 0.06,
49
- "learning_rate": 2.916666666666667e-05,
50
- "loss": 2.2629,
51
  "step": 70
52
  },
53
  {
54
- "epoch": 0.07,
55
- "learning_rate": 3.3333333333333335e-05,
56
- "loss": 2.1666,
57
  "step": 80
58
  },
59
  {
60
- "epoch": 0.07,
61
- "learning_rate": 3.7500000000000003e-05,
62
- "loss": 2.095,
63
  "step": 90
64
  },
65
  {
66
- "epoch": 0.08,
67
- "learning_rate": 4.166666666666667e-05,
68
- "loss": 2.2471,
69
  "step": 100
70
  },
71
  {
72
- "epoch": 0.09,
73
- "learning_rate": 4.5833333333333334e-05,
74
- "loss": 2.2994,
75
  "step": 110
76
  },
77
  {
78
- "epoch": 0.1,
79
- "learning_rate": 5e-05,
80
- "loss": 2.1175,
81
  "step": 120
82
  },
83
  {
84
- "epoch": 0.11,
85
- "learning_rate": 4.9537037037037035e-05,
86
- "loss": 2.1371,
87
  "step": 130
88
  },
89
  {
90
- "epoch": 0.12,
91
- "learning_rate": 4.9074074074074075e-05,
92
- "loss": 2.0042,
93
  "step": 140
94
  },
95
  {
96
- "epoch": 0.12,
97
- "learning_rate": 4.8611111111111115e-05,
98
- "loss": 1.9305,
99
  "step": 150
100
  },
101
  {
102
- "epoch": 0.13,
103
- "learning_rate": 4.814814814814815e-05,
104
- "loss": 2.1932,
105
  "step": 160
106
  },
107
  {
108
- "epoch": 0.14,
109
- "learning_rate": 4.768518518518519e-05,
110
- "loss": 1.9748,
111
  "step": 170
112
  },
113
  {
114
- "epoch": 0.15,
115
- "learning_rate": 4.722222222222222e-05,
116
- "loss": 1.721,
117
  "step": 180
118
  },
119
  {
120
- "epoch": 0.16,
121
- "learning_rate": 4.675925925925926e-05,
122
- "loss": 1.6341,
123
  "step": 190
124
  },
125
  {
126
- "epoch": 0.17,
127
- "learning_rate": 4.62962962962963e-05,
128
- "loss": 1.6323,
129
  "step": 200
130
  },
131
  {
132
- "epoch": 0.17,
133
- "learning_rate": 4.5833333333333334e-05,
134
- "loss": 1.5439,
135
  "step": 210
136
  },
137
  {
138
- "epoch": 0.18,
139
- "learning_rate": 4.5370370370370374e-05,
140
- "loss": 1.3155,
141
  "step": 220
142
  },
143
  {
144
- "epoch": 0.19,
145
- "learning_rate": 4.490740740740741e-05,
146
- "loss": 0.9827,
147
  "step": 230
148
  },
149
  {
150
- "epoch": 0.2,
151
- "learning_rate": 4.4444444444444447e-05,
152
- "loss": 2.101,
153
  "step": 240
154
  },
155
  {
156
- "epoch": 0.21,
157
- "learning_rate": 4.3981481481481486e-05,
158
- "loss": 1.6588,
159
  "step": 250
160
  },
161
  {
162
- "epoch": 0.22,
163
- "learning_rate": 4.351851851851852e-05,
164
- "loss": 1.7401,
165
  "step": 260
166
  },
167
  {
168
- "epoch": 0.23,
169
- "learning_rate": 4.305555555555556e-05,
170
- "loss": 1.6668,
171
  "step": 270
172
  },
173
  {
174
- "epoch": 0.23,
175
- "learning_rate": 4.259259259259259e-05,
176
- "loss": 2.5424,
177
  "step": 280
178
  },
179
  {
180
- "epoch": 0.24,
181
- "learning_rate": 4.212962962962963e-05,
182
- "loss": 1.8688,
183
  "step": 290
184
  },
185
  {
186
- "epoch": 0.25,
187
- "learning_rate": 4.166666666666667e-05,
188
- "loss": 2.4172,
189
  "step": 300
190
  },
191
  {
192
- "epoch": 0.25,
193
- "eval_accuracy": 0.42857142857142855,
194
- "eval_loss": 1.605542540550232,
195
- "eval_runtime": 8.0144,
196
- "eval_samples_per_second": 8.734,
197
- "eval_steps_per_second": 8.734,
198
  "step": 300
199
  },
200
  {
201
  "epoch": 1.01,
202
- "learning_rate": 4.1203703703703705e-05,
203
- "loss": 1.1841,
204
  "step": 310
205
  },
206
  {
207
- "epoch": 1.02,
208
- "learning_rate": 4.074074074074074e-05,
209
- "loss": 0.73,
210
  "step": 320
211
  },
212
  {
213
  "epoch": 1.02,
214
- "learning_rate": 4.027777777777778e-05,
215
- "loss": 0.7994,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.03,
220
- "learning_rate": 3.981481481481482e-05,
221
- "loss": 1.2636,
222
  "step": 340
223
  },
224
  {
225
- "epoch": 1.04,
226
- "learning_rate": 3.935185185185186e-05,
227
- "loss": 1.2444,
228
  "step": 350
229
  },
230
  {
231
- "epoch": 1.05,
232
- "learning_rate": 3.888888888888889e-05,
233
- "loss": 2.1303,
234
  "step": 360
235
  },
236
  {
237
- "epoch": 1.06,
238
- "learning_rate": 3.8425925925925924e-05,
239
- "loss": 1.3313,
240
  "step": 370
241
  },
242
  {
243
- "epoch": 1.07,
244
- "learning_rate": 3.7962962962962964e-05,
245
- "loss": 1.0048,
246
  "step": 380
247
  },
248
  {
249
- "epoch": 1.07,
250
- "learning_rate": 3.7500000000000003e-05,
251
- "loss": 0.9035,
252
  "step": 390
253
  },
254
  {
255
- "epoch": 1.08,
256
- "learning_rate": 3.7037037037037037e-05,
257
- "loss": 1.1448,
258
  "step": 400
259
  },
260
  {
261
- "epoch": 1.09,
262
- "learning_rate": 3.6574074074074076e-05,
263
- "loss": 2.4054,
264
  "step": 410
265
  },
266
  {
267
- "epoch": 1.1,
268
- "learning_rate": 3.611111111111111e-05,
269
- "loss": 0.3357,
270
  "step": 420
271
  },
272
  {
273
- "epoch": 1.11,
274
- "learning_rate": 3.564814814814815e-05,
275
- "loss": 1.3694,
276
  "step": 430
277
  },
278
  {
279
- "epoch": 1.12,
280
- "learning_rate": 3.518518518518519e-05,
281
- "loss": 0.4536,
282
  "step": 440
283
  },
284
  {
285
- "epoch": 1.12,
286
- "learning_rate": 3.472222222222222e-05,
287
- "loss": 0.7379,
288
  "step": 450
289
  },
290
  {
291
- "epoch": 1.13,
292
- "learning_rate": 3.425925925925926e-05,
293
- "loss": 0.2865,
294
  "step": 460
295
  },
296
  {
297
- "epoch": 1.14,
298
- "learning_rate": 3.3796296296296295e-05,
299
- "loss": 1.5101,
300
  "step": 470
301
  },
302
  {
303
- "epoch": 1.15,
304
- "learning_rate": 3.3333333333333335e-05,
305
- "loss": 0.9932,
306
  "step": 480
307
  },
308
  {
309
- "epoch": 1.16,
310
- "learning_rate": 3.2870370370370375e-05,
311
- "loss": 1.6292,
312
  "step": 490
313
  },
314
  {
315
- "epoch": 1.17,
316
- "learning_rate": 3.240740740740741e-05,
317
- "loss": 0.5653,
318
  "step": 500
319
  },
320
  {
321
- "epoch": 1.18,
322
- "learning_rate": 3.194444444444444e-05,
323
- "loss": 1.0138,
324
  "step": 510
325
  },
326
  {
327
- "epoch": 1.18,
328
- "learning_rate": 3.148148148148148e-05,
329
- "loss": 0.8699,
330
  "step": 520
331
  },
332
  {
333
- "epoch": 1.19,
334
- "learning_rate": 3.101851851851852e-05,
335
- "loss": 0.2767,
336
  "step": 530
337
  },
338
  {
339
- "epoch": 1.2,
340
- "learning_rate": 3.055555555555556e-05,
341
- "loss": 1.2847,
342
  "step": 540
343
  },
344
  {
345
- "epoch": 1.21,
346
- "learning_rate": 3.0092592592592593e-05,
347
- "loss": 0.6725,
348
  "step": 550
349
  },
350
  {
351
- "epoch": 1.22,
352
- "learning_rate": 2.962962962962963e-05,
353
- "loss": 1.0955,
354
  "step": 560
355
  },
356
  {
357
- "epoch": 1.23,
358
- "learning_rate": 2.916666666666667e-05,
359
- "loss": 1.1978,
360
  "step": 570
361
  },
362
  {
363
- "epoch": 1.23,
364
- "learning_rate": 2.8703703703703706e-05,
365
- "loss": 0.6728,
366
  "step": 580
367
  },
368
  {
369
- "epoch": 1.24,
370
- "learning_rate": 2.824074074074074e-05,
371
- "loss": 0.5414,
372
  "step": 590
373
  },
374
  {
375
- "epoch": 1.25,
376
- "learning_rate": 2.777777777777778e-05,
377
- "loss": 0.8999,
378
  "step": 600
379
  },
380
  {
381
- "epoch": 1.25,
382
- "eval_accuracy": 0.7,
383
- "eval_loss": 0.8598527312278748,
384
- "eval_runtime": 8.0464,
385
- "eval_samples_per_second": 8.7,
386
- "eval_steps_per_second": 8.7,
387
  "step": 600
388
  },
389
  {
390
  "epoch": 2.01,
391
- "learning_rate": 2.7314814814814816e-05,
392
- "loss": 0.9342,
393
  "step": 610
394
  },
395
  {
396
- "epoch": 2.02,
397
- "learning_rate": 2.6851851851851855e-05,
398
- "loss": 0.3606,
399
  "step": 620
400
  },
401
  {
402
  "epoch": 2.02,
403
- "learning_rate": 2.6388888888888892e-05,
404
- "loss": 0.3889,
405
  "step": 630
406
  },
407
  {
408
  "epoch": 2.03,
409
- "learning_rate": 2.5925925925925925e-05,
410
- "loss": 0.1093,
411
  "step": 640
412
  },
413
  {
414
- "epoch": 2.04,
415
- "learning_rate": 2.5462962962962965e-05,
416
- "loss": 0.2299,
417
  "step": 650
418
  },
419
  {
420
- "epoch": 2.05,
421
- "learning_rate": 2.5e-05,
422
- "loss": 0.0777,
423
  "step": 660
424
  },
425
  {
426
- "epoch": 2.06,
427
- "learning_rate": 2.4537037037037038e-05,
428
- "loss": 0.3909,
429
  "step": 670
430
  },
431
  {
432
- "epoch": 2.07,
433
- "learning_rate": 2.4074074074074074e-05,
434
- "loss": 0.1398,
435
  "step": 680
436
  },
437
  {
438
- "epoch": 2.08,
439
- "learning_rate": 2.361111111111111e-05,
440
- "loss": 0.5253,
441
  "step": 690
442
  },
443
  {
444
- "epoch": 2.08,
445
- "learning_rate": 2.314814814814815e-05,
446
- "loss": 0.0381,
447
  "step": 700
448
  },
449
  {
450
- "epoch": 2.09,
451
- "learning_rate": 2.2685185185185187e-05,
452
- "loss": 0.8621,
453
  "step": 710
454
  },
455
  {
456
- "epoch": 2.1,
457
- "learning_rate": 2.2222222222222223e-05,
458
- "loss": 0.5138,
459
  "step": 720
460
  },
461
  {
462
- "epoch": 2.11,
463
- "learning_rate": 2.175925925925926e-05,
464
- "loss": 0.7838,
465
  "step": 730
466
  },
467
  {
468
- "epoch": 2.12,
469
- "learning_rate": 2.1296296296296296e-05,
470
- "loss": 0.0066,
471
  "step": 740
472
  },
473
  {
474
- "epoch": 2.12,
475
- "learning_rate": 2.0833333333333336e-05,
476
- "loss": 0.2794,
477
  "step": 750
478
  },
479
  {
480
- "epoch": 2.13,
481
- "learning_rate": 2.037037037037037e-05,
482
- "loss": 0.7135,
483
  "step": 760
484
  },
485
  {
486
- "epoch": 2.14,
487
- "learning_rate": 1.990740740740741e-05,
488
- "loss": 0.031,
489
  "step": 770
490
  },
491
  {
492
- "epoch": 2.15,
493
- "learning_rate": 1.9444444444444445e-05,
494
- "loss": 0.5348,
495
  "step": 780
496
  },
497
  {
498
- "epoch": 2.16,
499
- "learning_rate": 1.8981481481481482e-05,
500
- "loss": 0.6144,
501
  "step": 790
502
  },
503
  {
504
- "epoch": 2.17,
505
- "learning_rate": 1.8518518518518518e-05,
506
- "loss": 0.5013,
507
  "step": 800
508
  },
509
  {
510
- "epoch": 2.17,
511
- "learning_rate": 1.8055555555555555e-05,
512
- "loss": 0.6286,
513
  "step": 810
514
  },
515
  {
516
- "epoch": 2.18,
517
- "learning_rate": 1.7592592592592595e-05,
518
- "loss": 0.7456,
519
  "step": 820
520
  },
521
  {
522
- "epoch": 2.19,
523
- "learning_rate": 1.712962962962963e-05,
524
- "loss": 0.1344,
525
  "step": 830
526
  },
527
  {
528
- "epoch": 2.2,
529
- "learning_rate": 1.6666666666666667e-05,
530
- "loss": 0.2208,
531
  "step": 840
532
  },
533
  {
534
- "epoch": 2.21,
535
- "learning_rate": 1.6203703703703704e-05,
536
- "loss": 0.2253,
537
  "step": 850
538
  },
539
  {
540
- "epoch": 2.22,
541
- "learning_rate": 1.574074074074074e-05,
542
- "loss": 0.2817,
543
  "step": 860
544
  },
545
  {
546
- "epoch": 2.23,
547
- "learning_rate": 1.527777777777778e-05,
548
- "loss": 0.4138,
549
  "step": 870
550
  },
551
  {
552
- "epoch": 2.23,
553
- "learning_rate": 1.4814814814814815e-05,
554
- "loss": 0.4887,
555
  "step": 880
556
  },
557
  {
558
- "epoch": 2.24,
559
- "learning_rate": 1.4351851851851853e-05,
560
- "loss": 0.3714,
561
  "step": 890
562
  },
563
  {
564
- "epoch": 2.25,
565
- "learning_rate": 1.388888888888889e-05,
566
- "loss": 0.9355,
567
  "step": 900
568
  },
569
  {
570
- "epoch": 2.25,
571
- "eval_accuracy": 0.8,
572
- "eval_loss": 0.9299111366271973,
573
- "eval_runtime": 7.9985,
574
- "eval_samples_per_second": 8.752,
575
- "eval_steps_per_second": 8.752,
576
  "step": 900
577
  },
578
  {
579
  "epoch": 3.01,
580
- "learning_rate": 1.3425925925925928e-05,
581
- "loss": 0.5659,
582
  "step": 910
583
  },
584
  {
585
- "epoch": 3.02,
586
- "learning_rate": 1.2962962962962962e-05,
587
- "loss": 0.4476,
588
  "step": 920
589
  },
590
  {
591
  "epoch": 3.02,
592
- "learning_rate": 1.25e-05,
593
- "loss": 0.8112,
594
  "step": 930
595
  },
596
  {
597
  "epoch": 3.03,
598
- "learning_rate": 1.2037037037037037e-05,
599
- "loss": 0.1899,
600
  "step": 940
601
  },
602
  {
603
- "epoch": 3.04,
604
- "learning_rate": 1.1574074074074075e-05,
605
- "loss": 0.337,
606
  "step": 950
607
  },
608
  {
609
- "epoch": 3.05,
610
- "learning_rate": 1.1111111111111112e-05,
611
- "loss": 0.1078,
612
  "step": 960
613
  },
614
  {
615
- "epoch": 3.06,
616
- "learning_rate": 1.0648148148148148e-05,
617
- "loss": 0.1351,
618
  "step": 970
619
  },
620
  {
621
- "epoch": 3.07,
622
- "learning_rate": 1.0185185185185185e-05,
623
- "loss": 0.0711,
624
  "step": 980
625
  },
626
  {
627
- "epoch": 3.08,
628
- "learning_rate": 9.722222222222223e-06,
629
- "loss": 0.0049,
630
  "step": 990
631
  },
632
  {
633
- "epoch": 3.08,
634
- "learning_rate": 9.259259259259259e-06,
635
- "loss": 0.0756,
636
  "step": 1000
637
  },
638
  {
639
- "epoch": 3.09,
640
- "learning_rate": 8.796296296296297e-06,
641
- "loss": 0.0446,
642
  "step": 1010
643
  },
644
  {
645
- "epoch": 3.1,
646
- "learning_rate": 8.333333333333334e-06,
647
- "loss": 0.0633,
648
  "step": 1020
649
  },
650
  {
651
- "epoch": 3.11,
652
- "learning_rate": 7.87037037037037e-06,
653
- "loss": 0.0171,
654
  "step": 1030
655
  },
656
  {
657
- "epoch": 3.12,
658
- "learning_rate": 7.4074074074074075e-06,
659
- "loss": 0.0954,
660
  "step": 1040
661
  },
662
  {
663
- "epoch": 3.12,
664
- "learning_rate": 6.944444444444445e-06,
665
- "loss": 0.0403,
666
  "step": 1050
667
  },
668
  {
669
- "epoch": 3.13,
670
- "learning_rate": 6.481481481481481e-06,
671
- "loss": 0.0177,
672
  "step": 1060
673
  },
674
  {
675
- "epoch": 3.14,
676
- "learning_rate": 6.0185185185185185e-06,
677
- "loss": 0.0097,
678
  "step": 1070
679
  },
680
  {
681
- "epoch": 3.15,
682
- "learning_rate": 5.555555555555556e-06,
683
- "loss": 0.0054,
684
  "step": 1080
685
  },
686
  {
687
- "epoch": 3.16,
688
- "learning_rate": 5.092592592592592e-06,
689
- "loss": 0.5816,
690
  "step": 1090
691
  },
692
  {
693
- "epoch": 3.17,
694
- "learning_rate": 4.6296296296296296e-06,
695
- "loss": 0.0078,
696
  "step": 1100
697
  },
698
  {
699
- "epoch": 3.17,
700
- "learning_rate": 4.166666666666667e-06,
701
- "loss": 0.0209,
702
  "step": 1110
703
  },
704
  {
705
- "epoch": 3.18,
706
- "learning_rate": 3.7037037037037037e-06,
707
- "loss": 0.2509,
708
  "step": 1120
709
  },
710
  {
711
- "epoch": 3.19,
712
- "learning_rate": 3.2407407407407406e-06,
713
- "loss": 0.0199,
714
  "step": 1130
715
  },
716
  {
717
- "epoch": 3.2,
718
- "learning_rate": 2.777777777777778e-06,
719
- "loss": 0.0139,
720
  "step": 1140
721
  },
722
  {
723
- "epoch": 3.21,
724
- "learning_rate": 2.3148148148148148e-06,
725
- "loss": 0.0118,
726
  "step": 1150
727
  },
728
  {
729
- "epoch": 3.22,
730
- "learning_rate": 1.8518518518518519e-06,
731
- "loss": 0.0175,
732
  "step": 1160
733
  },
734
  {
735
- "epoch": 3.23,
736
- "learning_rate": 1.388888888888889e-06,
737
- "loss": 0.0305,
738
  "step": 1170
739
  },
740
  {
741
- "epoch": 3.23,
742
- "learning_rate": 9.259259259259259e-07,
743
- "loss": 0.8945,
744
  "step": 1180
745
  },
746
  {
747
- "epoch": 3.24,
748
- "learning_rate": 4.6296296296296297e-07,
749
- "loss": 0.0032,
750
  "step": 1190
751
  },
752
  {
753
- "epoch": 3.25,
754
- "learning_rate": 0.0,
755
- "loss": 0.1107,
756
  "step": 1200
757
  },
758
  {
759
- "epoch": 3.25,
760
- "eval_accuracy": 0.9,
761
- "eval_loss": 0.3328981101512909,
762
- "eval_runtime": 8.0578,
763
- "eval_samples_per_second": 8.687,
764
- "eval_steps_per_second": 8.687,
765
  "step": 1200
766
  },
767
  {
768
- "epoch": 3.25,
769
- "step": 1200,
770
- "total_flos": 1.495384188125184e+18,
771
- "train_loss": 0.9007303727728625,
772
- "train_runtime": 292.5238,
773
- "train_samples_per_second": 4.102,
774
- "train_steps_per_second": 4.102
775
  },
776
  {
777
- "epoch": 3.25,
778
- "eval_accuracy": 0.896774193548387,
779
- "eval_loss": 0.3148822784423828,
780
- "eval_runtime": 17.1682,
781
- "eval_samples_per_second": 9.028,
782
- "eval_steps_per_second": 9.028,
783
- "step": 1200
784
  },
785
  {
786
- "epoch": 3.25,
787
- "eval_accuracy": 0.896774193548387,
788
- "eval_loss": 0.3148822784423828,
789
- "eval_runtime": 16.7802,
790
- "eval_samples_per_second": 9.237,
791
- "eval_steps_per_second": 9.237,
792
- "step": 1200
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
793
  }
794
  ],
795
  "logging_steps": 10,
796
- "max_steps": 1200,
797
  "num_train_epochs": 9223372036854775807,
798
  "save_steps": 500,
799
- "total_flos": 1.495384188125184e+18,
800
  "trial_name": null,
801
  "trial_params": null
802
  }
 
1
  {
2
+ "best_metric": 0.9571428571428572,
3
+ "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-1500",
4
+ "epoch": 4.2,
5
  "eval_steps": 500,
6
+ "global_step": 1500,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.01,
13
+ "learning_rate": 3.3333333333333333e-06,
14
+ "loss": 2.4959,
15
  "step": 10
16
  },
17
  {
18
+ "epoch": 0.01,
19
+ "learning_rate": 6.666666666666667e-06,
20
+ "loss": 2.2301,
21
  "step": 20
22
  },
23
  {
24
+ "epoch": 0.02,
25
+ "learning_rate": 1e-05,
26
+ "loss": 2.2399,
27
  "step": 30
28
  },
29
  {
30
  "epoch": 0.03,
31
+ "learning_rate": 1.3333333333333333e-05,
32
+ "loss": 2.3936,
33
  "step": 40
34
  },
35
  {
36
+ "epoch": 0.03,
37
+ "learning_rate": 1.6666666666666667e-05,
38
+ "loss": 2.4178,
39
  "step": 50
40
  },
41
  {
42
+ "epoch": 0.04,
43
+ "learning_rate": 2e-05,
44
+ "loss": 2.3069,
45
  "step": 60
46
  },
47
  {
48
+ "epoch": 0.05,
49
+ "learning_rate": 2.3333333333333336e-05,
50
+ "loss": 2.2862,
51
  "step": 70
52
  },
53
  {
54
+ "epoch": 0.05,
55
+ "learning_rate": 2.6666666666666667e-05,
56
+ "loss": 2.3544,
57
  "step": 80
58
  },
59
  {
60
+ "epoch": 0.06,
61
+ "learning_rate": 3e-05,
62
+ "loss": 2.1089,
63
  "step": 90
64
  },
65
  {
66
+ "epoch": 0.07,
67
+ "learning_rate": 3.3333333333333335e-05,
68
+ "loss": 2.1903,
69
  "step": 100
70
  },
71
  {
72
+ "epoch": 0.07,
73
+ "learning_rate": 3.6666666666666666e-05,
74
+ "loss": 2.0744,
75
  "step": 110
76
  },
77
  {
78
+ "epoch": 0.08,
79
+ "learning_rate": 4e-05,
80
+ "loss": 2.2872,
81
  "step": 120
82
  },
83
  {
84
+ "epoch": 0.09,
85
+ "learning_rate": 4.3333333333333334e-05,
86
+ "loss": 2.3478,
87
  "step": 130
88
  },
89
  {
90
+ "epoch": 0.09,
91
+ "learning_rate": 4.666666666666667e-05,
92
+ "loss": 2.0648,
93
  "step": 140
94
  },
95
  {
96
+ "epoch": 0.1,
97
+ "learning_rate": 5e-05,
98
+ "loss": 1.7192,
99
  "step": 150
100
  },
101
  {
102
+ "epoch": 0.11,
103
+ "learning_rate": 4.962962962962963e-05,
104
+ "loss": 1.6814,
105
  "step": 160
106
  },
107
  {
108
+ "epoch": 0.11,
109
+ "learning_rate": 4.925925925925926e-05,
110
+ "loss": 1.8875,
111
  "step": 170
112
  },
113
  {
114
+ "epoch": 0.12,
115
+ "learning_rate": 4.888888888888889e-05,
116
+ "loss": 1.8753,
117
  "step": 180
118
  },
119
  {
120
+ "epoch": 0.13,
121
+ "learning_rate": 4.851851851851852e-05,
122
+ "loss": 2.0794,
123
  "step": 190
124
  },
125
  {
126
+ "epoch": 0.13,
127
+ "learning_rate": 4.814814814814815e-05,
128
+ "loss": 1.8585,
129
  "step": 200
130
  },
131
  {
132
+ "epoch": 0.14,
133
+ "learning_rate": 4.7777777777777784e-05,
134
+ "loss": 2.4425,
135
  "step": 210
136
  },
137
  {
138
+ "epoch": 0.15,
139
+ "learning_rate": 4.740740740740741e-05,
140
+ "loss": 1.1885,
141
  "step": 220
142
  },
143
  {
144
+ "epoch": 0.15,
145
+ "learning_rate": 4.703703703703704e-05,
146
+ "loss": 1.6717,
147
  "step": 230
148
  },
149
  {
150
+ "epoch": 0.16,
151
+ "learning_rate": 4.666666666666667e-05,
152
+ "loss": 2.1885,
153
  "step": 240
154
  },
155
  {
156
+ "epoch": 0.17,
157
+ "learning_rate": 4.62962962962963e-05,
158
+ "loss": 1.3271,
159
  "step": 250
160
  },
161
  {
162
+ "epoch": 0.17,
163
+ "learning_rate": 4.592592592592593e-05,
164
+ "loss": 1.8021,
165
  "step": 260
166
  },
167
  {
168
+ "epoch": 0.18,
169
+ "learning_rate": 4.555555555555556e-05,
170
+ "loss": 1.359,
171
  "step": 270
172
  },
173
  {
174
+ "epoch": 0.19,
175
+ "learning_rate": 4.518518518518519e-05,
176
+ "loss": 1.6418,
177
  "step": 280
178
  },
179
  {
180
+ "epoch": 0.19,
181
+ "learning_rate": 4.481481481481482e-05,
182
+ "loss": 1.2075,
183
  "step": 290
184
  },
185
  {
186
+ "epoch": 0.2,
187
+ "learning_rate": 4.4444444444444447e-05,
188
+ "loss": 2.0243,
189
  "step": 300
190
  },
191
  {
192
+ "epoch": 0.2,
193
+ "eval_accuracy": 0.44285714285714284,
194
+ "eval_loss": 1.2893717288970947,
195
+ "eval_runtime": 7.7969,
196
+ "eval_samples_per_second": 8.978,
197
+ "eval_steps_per_second": 8.978,
198
  "step": 300
199
  },
200
  {
201
  "epoch": 1.01,
202
+ "learning_rate": 4.4074074074074076e-05,
203
+ "loss": 0.8223,
204
  "step": 310
205
  },
206
  {
207
+ "epoch": 1.01,
208
+ "learning_rate": 4.3703703703703705e-05,
209
+ "loss": 1.4276,
210
  "step": 320
211
  },
212
  {
213
  "epoch": 1.02,
214
+ "learning_rate": 4.3333333333333334e-05,
215
+ "loss": 1.7455,
216
  "step": 330
217
  },
218
  {
219
  "epoch": 1.03,
220
+ "learning_rate": 4.296296296296296e-05,
221
+ "loss": 1.1882,
222
  "step": 340
223
  },
224
  {
225
+ "epoch": 1.03,
226
+ "learning_rate": 4.259259259259259e-05,
227
+ "loss": 1.7426,
228
  "step": 350
229
  },
230
  {
231
+ "epoch": 1.04,
232
+ "learning_rate": 4.222222222222222e-05,
233
+ "loss": 1.9302,
234
  "step": 360
235
  },
236
  {
237
+ "epoch": 1.05,
238
+ "learning_rate": 4.185185185185185e-05,
239
+ "loss": 0.9628,
240
  "step": 370
241
  },
242
  {
243
+ "epoch": 1.05,
244
+ "learning_rate": 4.148148148148148e-05,
245
+ "loss": 1.4488,
246
  "step": 380
247
  },
248
  {
249
+ "epoch": 1.06,
250
+ "learning_rate": 4.111111111111111e-05,
251
+ "loss": 1.5959,
252
  "step": 390
253
  },
254
  {
255
+ "epoch": 1.07,
256
+ "learning_rate": 4.074074074074074e-05,
257
+ "loss": 1.1204,
258
  "step": 400
259
  },
260
  {
261
+ "epoch": 1.07,
262
+ "learning_rate": 4.0370370370370374e-05,
263
+ "loss": 0.4533,
264
  "step": 410
265
  },
266
  {
267
+ "epoch": 1.08,
268
+ "learning_rate": 4e-05,
269
+ "loss": 1.377,
270
  "step": 420
271
  },
272
  {
273
+ "epoch": 1.09,
274
+ "learning_rate": 3.962962962962963e-05,
275
+ "loss": 1.7501,
276
  "step": 430
277
  },
278
  {
279
+ "epoch": 1.09,
280
+ "learning_rate": 3.925925925925926e-05,
281
+ "loss": 1.7084,
282
  "step": 440
283
  },
284
  {
285
+ "epoch": 1.1,
286
+ "learning_rate": 3.888888888888889e-05,
287
+ "loss": 1.5756,
288
  "step": 450
289
  },
290
  {
291
+ "epoch": 1.11,
292
+ "learning_rate": 3.851851851851852e-05,
293
+ "loss": 1.5043,
294
  "step": 460
295
  },
296
  {
297
+ "epoch": 1.11,
298
+ "learning_rate": 3.814814814814815e-05,
299
+ "loss": 1.3304,
300
  "step": 470
301
  },
302
  {
303
+ "epoch": 1.12,
304
+ "learning_rate": 3.777777777777778e-05,
305
+ "loss": 0.7622,
306
  "step": 480
307
  },
308
  {
309
+ "epoch": 1.13,
310
+ "learning_rate": 3.740740740740741e-05,
311
+ "loss": 1.2325,
312
  "step": 490
313
  },
314
  {
315
+ "epoch": 1.13,
316
+ "learning_rate": 3.7037037037037037e-05,
317
+ "loss": 0.8213,
318
  "step": 500
319
  },
320
  {
321
+ "epoch": 1.14,
322
+ "learning_rate": 3.6666666666666666e-05,
323
+ "loss": 1.1261,
324
  "step": 510
325
  },
326
  {
327
+ "epoch": 1.15,
328
+ "learning_rate": 3.62962962962963e-05,
329
+ "loss": 0.3592,
330
  "step": 520
331
  },
332
  {
333
+ "epoch": 1.15,
334
+ "learning_rate": 3.592592592592593e-05,
335
+ "loss": 0.6216,
336
  "step": 530
337
  },
338
  {
339
+ "epoch": 1.16,
340
+ "learning_rate": 3.555555555555556e-05,
341
+ "loss": 1.3242,
342
  "step": 540
343
  },
344
  {
345
+ "epoch": 1.17,
346
+ "learning_rate": 3.518518518518519e-05,
347
+ "loss": 0.6243,
348
  "step": 550
349
  },
350
  {
351
+ "epoch": 1.17,
352
+ "learning_rate": 3.481481481481482e-05,
353
+ "loss": 0.3151,
354
  "step": 560
355
  },
356
  {
357
+ "epoch": 1.18,
358
+ "learning_rate": 3.444444444444445e-05,
359
+ "loss": 1.8732,
360
  "step": 570
361
  },
362
  {
363
+ "epoch": 1.19,
364
+ "learning_rate": 3.4074074074074077e-05,
365
+ "loss": 1.6139,
366
  "step": 580
367
  },
368
  {
369
+ "epoch": 1.19,
370
+ "learning_rate": 3.3703703703703706e-05,
371
+ "loss": 0.9243,
372
  "step": 590
373
  },
374
  {
375
+ "epoch": 1.2,
376
+ "learning_rate": 3.3333333333333335e-05,
377
+ "loss": 1.7243,
378
  "step": 600
379
  },
380
  {
381
+ "epoch": 1.2,
382
+ "eval_accuracy": 0.5714285714285714,
383
+ "eval_loss": 1.375633716583252,
384
+ "eval_runtime": 7.9107,
385
+ "eval_samples_per_second": 8.849,
386
+ "eval_steps_per_second": 8.849,
387
  "step": 600
388
  },
389
  {
390
  "epoch": 2.01,
391
+ "learning_rate": 3.2962962962962964e-05,
392
+ "loss": 0.4506,
393
  "step": 610
394
  },
395
  {
396
+ "epoch": 2.01,
397
+ "learning_rate": 3.25925925925926e-05,
398
+ "loss": 0.1916,
399
  "step": 620
400
  },
401
  {
402
  "epoch": 2.02,
403
+ "learning_rate": 3.222222222222223e-05,
404
+ "loss": 0.0296,
405
  "step": 630
406
  },
407
  {
408
  "epoch": 2.03,
409
+ "learning_rate": 3.185185185185185e-05,
410
+ "loss": 0.6642,
411
  "step": 640
412
  },
413
  {
414
+ "epoch": 2.03,
415
+ "learning_rate": 3.148148148148148e-05,
416
+ "loss": 0.3433,
417
  "step": 650
418
  },
419
  {
420
+ "epoch": 2.04,
421
+ "learning_rate": 3.111111111111111e-05,
422
+ "loss": 0.5571,
423
  "step": 660
424
  },
425
  {
426
+ "epoch": 2.05,
427
+ "learning_rate": 3.074074074074074e-05,
428
+ "loss": 0.2633,
429
  "step": 670
430
  },
431
  {
432
+ "epoch": 2.05,
433
+ "learning_rate": 3.037037037037037e-05,
434
+ "loss": 0.3995,
435
  "step": 680
436
  },
437
  {
438
+ "epoch": 2.06,
439
+ "learning_rate": 3e-05,
440
+ "loss": 0.5517,
441
  "step": 690
442
  },
443
  {
444
+ "epoch": 2.07,
445
+ "learning_rate": 2.962962962962963e-05,
446
+ "loss": 0.5595,
447
  "step": 700
448
  },
449
  {
450
+ "epoch": 2.07,
451
+ "learning_rate": 2.925925925925926e-05,
452
+ "loss": 0.9042,
453
  "step": 710
454
  },
455
  {
456
+ "epoch": 2.08,
457
+ "learning_rate": 2.8888888888888888e-05,
458
+ "loss": 0.2352,
459
  "step": 720
460
  },
461
  {
462
+ "epoch": 2.09,
463
+ "learning_rate": 2.851851851851852e-05,
464
+ "loss": 1.0969,
465
  "step": 730
466
  },
467
  {
468
+ "epoch": 2.09,
469
+ "learning_rate": 2.814814814814815e-05,
470
+ "loss": 0.6907,
471
  "step": 740
472
  },
473
  {
474
+ "epoch": 2.1,
475
+ "learning_rate": 2.777777777777778e-05,
476
+ "loss": 0.1601,
477
  "step": 750
478
  },
479
  {
480
+ "epoch": 2.11,
481
+ "learning_rate": 2.7407407407407408e-05,
482
+ "loss": 0.1968,
483
  "step": 760
484
  },
485
  {
486
+ "epoch": 2.11,
487
+ "learning_rate": 2.7037037037037037e-05,
488
+ "loss": 0.5434,
489
  "step": 770
490
  },
491
  {
492
+ "epoch": 2.12,
493
+ "learning_rate": 2.6666666666666667e-05,
494
+ "loss": 0.5253,
495
  "step": 780
496
  },
497
  {
498
+ "epoch": 2.13,
499
+ "learning_rate": 2.6296296296296296e-05,
500
+ "loss": 0.9611,
501
  "step": 790
502
  },
503
  {
504
+ "epoch": 2.13,
505
+ "learning_rate": 2.5925925925925925e-05,
506
+ "loss": 0.087,
507
  "step": 800
508
  },
509
  {
510
+ "epoch": 2.14,
511
+ "learning_rate": 2.5555555555555554e-05,
512
+ "loss": 0.9732,
513
  "step": 810
514
  },
515
  {
516
+ "epoch": 2.15,
517
+ "learning_rate": 2.5185185185185183e-05,
518
+ "loss": 0.3672,
519
  "step": 820
520
  },
521
  {
522
+ "epoch": 2.15,
523
+ "learning_rate": 2.4814814814814816e-05,
524
+ "loss": 0.1024,
525
  "step": 830
526
  },
527
  {
528
+ "epoch": 2.16,
529
+ "learning_rate": 2.4444444444444445e-05,
530
+ "loss": 0.4858,
531
  "step": 840
532
  },
533
  {
534
+ "epoch": 2.17,
535
+ "learning_rate": 2.4074074074074074e-05,
536
+ "loss": 0.4594,
537
  "step": 850
538
  },
539
  {
540
+ "epoch": 2.17,
541
+ "learning_rate": 2.3703703703703707e-05,
542
+ "loss": 0.7203,
543
  "step": 860
544
  },
545
  {
546
+ "epoch": 2.18,
547
+ "learning_rate": 2.3333333333333336e-05,
548
+ "loss": 0.4883,
549
  "step": 870
550
  },
551
  {
552
+ "epoch": 2.19,
553
+ "learning_rate": 2.2962962962962965e-05,
554
+ "loss": 0.2236,
555
  "step": 880
556
  },
557
  {
558
+ "epoch": 2.19,
559
+ "learning_rate": 2.2592592592592594e-05,
560
+ "loss": 0.3652,
561
  "step": 890
562
  },
563
  {
564
+ "epoch": 2.2,
565
+ "learning_rate": 2.2222222222222223e-05,
566
+ "loss": 0.3568,
567
  "step": 900
568
  },
569
  {
570
+ "epoch": 2.2,
571
+ "eval_accuracy": 0.7714285714285715,
572
+ "eval_loss": 0.9830095767974854,
573
+ "eval_runtime": 7.7691,
574
+ "eval_samples_per_second": 9.01,
575
+ "eval_steps_per_second": 9.01,
576
  "step": 900
577
  },
578
  {
579
  "epoch": 3.01,
580
+ "learning_rate": 2.1851851851851852e-05,
581
+ "loss": 0.1781,
582
  "step": 910
583
  },
584
  {
585
+ "epoch": 3.01,
586
+ "learning_rate": 2.148148148148148e-05,
587
+ "loss": 0.1098,
588
  "step": 920
589
  },
590
  {
591
  "epoch": 3.02,
592
+ "learning_rate": 2.111111111111111e-05,
593
+ "loss": 0.0858,
594
  "step": 930
595
  },
596
  {
597
  "epoch": 3.03,
598
+ "learning_rate": 2.074074074074074e-05,
599
+ "loss": 0.0414,
600
  "step": 940
601
  },
602
  {
603
+ "epoch": 3.03,
604
+ "learning_rate": 2.037037037037037e-05,
605
+ "loss": 0.0603,
606
  "step": 950
607
  },
608
  {
609
+ "epoch": 3.04,
610
+ "learning_rate": 2e-05,
611
+ "loss": 0.0227,
612
  "step": 960
613
  },
614
  {
615
+ "epoch": 3.05,
616
+ "learning_rate": 1.962962962962963e-05,
617
+ "loss": 0.1299,
618
  "step": 970
619
  },
620
  {
621
+ "epoch": 3.05,
622
+ "learning_rate": 1.925925925925926e-05,
623
+ "loss": 0.0969,
624
  "step": 980
625
  },
626
  {
627
+ "epoch": 3.06,
628
+ "learning_rate": 1.888888888888889e-05,
629
+ "loss": 0.0166,
630
  "step": 990
631
  },
632
  {
633
+ "epoch": 3.07,
634
+ "learning_rate": 1.8518518518518518e-05,
635
+ "loss": 0.1469,
636
  "step": 1000
637
  },
638
  {
639
+ "epoch": 3.07,
640
+ "learning_rate": 1.814814814814815e-05,
641
+ "loss": 0.937,
642
  "step": 1010
643
  },
644
  {
645
+ "epoch": 3.08,
646
+ "learning_rate": 1.777777777777778e-05,
647
+ "loss": 0.2854,
648
  "step": 1020
649
  },
650
  {
651
+ "epoch": 3.09,
652
+ "learning_rate": 1.740740740740741e-05,
653
+ "loss": 0.4419,
654
  "step": 1030
655
  },
656
  {
657
+ "epoch": 3.09,
658
+ "learning_rate": 1.7037037037037038e-05,
659
+ "loss": 0.0318,
660
  "step": 1040
661
  },
662
  {
663
+ "epoch": 3.1,
664
+ "learning_rate": 1.6666666666666667e-05,
665
+ "loss": 0.5066,
666
  "step": 1050
667
  },
668
  {
669
+ "epoch": 3.11,
670
+ "learning_rate": 1.62962962962963e-05,
671
+ "loss": 0.2198,
672
  "step": 1060
673
  },
674
  {
675
+ "epoch": 3.11,
676
+ "learning_rate": 1.5925925925925926e-05,
677
+ "loss": 0.1339,
678
  "step": 1070
679
  },
680
  {
681
+ "epoch": 3.12,
682
+ "learning_rate": 1.5555555555555555e-05,
683
+ "loss": 0.419,
684
  "step": 1080
685
  },
686
  {
687
+ "epoch": 3.13,
688
+ "learning_rate": 1.5185185185185186e-05,
689
+ "loss": 0.5091,
690
  "step": 1090
691
  },
692
  {
693
+ "epoch": 3.13,
694
+ "learning_rate": 1.4814814814814815e-05,
695
+ "loss": 0.0053,
696
  "step": 1100
697
  },
698
  {
699
+ "epoch": 3.14,
700
+ "learning_rate": 1.4444444444444444e-05,
701
+ "loss": 0.4913,
702
  "step": 1110
703
  },
704
  {
705
+ "epoch": 3.15,
706
+ "learning_rate": 1.4074074074074075e-05,
707
+ "loss": 0.888,
708
  "step": 1120
709
  },
710
  {
711
+ "epoch": 3.15,
712
+ "learning_rate": 1.3703703703703704e-05,
713
+ "loss": 0.0114,
714
  "step": 1130
715
  },
716
  {
717
+ "epoch": 3.16,
718
+ "learning_rate": 1.3333333333333333e-05,
719
+ "loss": 1.0475,
720
  "step": 1140
721
  },
722
  {
723
+ "epoch": 3.17,
724
+ "learning_rate": 1.2962962962962962e-05,
725
+ "loss": 0.3577,
726
  "step": 1150
727
  },
728
  {
729
+ "epoch": 3.17,
730
+ "learning_rate": 1.2592592592592592e-05,
731
+ "loss": 0.1931,
732
  "step": 1160
733
  },
734
  {
735
+ "epoch": 3.18,
736
+ "learning_rate": 1.2222222222222222e-05,
737
+ "loss": 0.9554,
738
  "step": 1170
739
  },
740
  {
741
+ "epoch": 3.19,
742
+ "learning_rate": 1.1851851851851853e-05,
743
+ "loss": 0.1896,
744
  "step": 1180
745
  },
746
  {
747
+ "epoch": 3.19,
748
+ "learning_rate": 1.1481481481481482e-05,
749
+ "loss": 0.4304,
750
  "step": 1190
751
  },
752
  {
753
+ "epoch": 3.2,
754
+ "learning_rate": 1.1111111111111112e-05,
755
+ "loss": 1.2709,
756
  "step": 1200
757
  },
758
  {
759
+ "epoch": 3.2,
760
+ "eval_accuracy": 0.7857142857142857,
761
+ "eval_loss": 0.9681726694107056,
762
+ "eval_runtime": 8.0084,
763
+ "eval_samples_per_second": 8.741,
764
+ "eval_steps_per_second": 8.741,
765
  "step": 1200
766
  },
767
  {
768
+ "epoch": 4.01,
769
+ "learning_rate": 1.074074074074074e-05,
770
+ "loss": 0.0339,
771
+ "step": 1210
 
 
 
772
  },
773
  {
774
+ "epoch": 4.01,
775
+ "learning_rate": 1.037037037037037e-05,
776
+ "loss": 0.0186,
777
+ "step": 1220
 
 
 
778
  },
779
  {
780
+ "epoch": 4.02,
781
+ "learning_rate": 1e-05,
782
+ "loss": 0.0112,
783
+ "step": 1230
784
+ },
785
+ {
786
+ "epoch": 4.03,
787
+ "learning_rate": 9.62962962962963e-06,
788
+ "loss": 0.0097,
789
+ "step": 1240
790
+ },
791
+ {
792
+ "epoch": 4.03,
793
+ "learning_rate": 9.259259259259259e-06,
794
+ "loss": 0.8778,
795
+ "step": 1250
796
+ },
797
+ {
798
+ "epoch": 4.04,
799
+ "learning_rate": 8.88888888888889e-06,
800
+ "loss": 0.0039,
801
+ "step": 1260
802
+ },
803
+ {
804
+ "epoch": 4.05,
805
+ "learning_rate": 8.518518518518519e-06,
806
+ "loss": 0.0063,
807
+ "step": 1270
808
+ },
809
+ {
810
+ "epoch": 4.05,
811
+ "learning_rate": 8.14814814814815e-06,
812
+ "loss": 0.6297,
813
+ "step": 1280
814
+ },
815
+ {
816
+ "epoch": 4.06,
817
+ "learning_rate": 7.777777777777777e-06,
818
+ "loss": 0.0027,
819
+ "step": 1290
820
+ },
821
+ {
822
+ "epoch": 4.07,
823
+ "learning_rate": 7.4074074074074075e-06,
824
+ "loss": 0.0059,
825
+ "step": 1300
826
+ },
827
+ {
828
+ "epoch": 4.07,
829
+ "learning_rate": 7.0370370370370375e-06,
830
+ "loss": 0.0265,
831
+ "step": 1310
832
+ },
833
+ {
834
+ "epoch": 4.08,
835
+ "learning_rate": 6.666666666666667e-06,
836
+ "loss": 0.0081,
837
+ "step": 1320
838
+ },
839
+ {
840
+ "epoch": 4.09,
841
+ "learning_rate": 6.296296296296296e-06,
842
+ "loss": 0.0041,
843
+ "step": 1330
844
+ },
845
+ {
846
+ "epoch": 4.09,
847
+ "learning_rate": 5.925925925925927e-06,
848
+ "loss": 0.0067,
849
+ "step": 1340
850
+ },
851
+ {
852
+ "epoch": 4.1,
853
+ "learning_rate": 5.555555555555556e-06,
854
+ "loss": 0.0113,
855
+ "step": 1350
856
+ },
857
+ {
858
+ "epoch": 4.11,
859
+ "learning_rate": 5.185185185185185e-06,
860
+ "loss": 0.0027,
861
+ "step": 1360
862
+ },
863
+ {
864
+ "epoch": 4.11,
865
+ "learning_rate": 4.814814814814815e-06,
866
+ "loss": 0.0098,
867
+ "step": 1370
868
+ },
869
+ {
870
+ "epoch": 4.12,
871
+ "learning_rate": 4.444444444444445e-06,
872
+ "loss": 0.0034,
873
+ "step": 1380
874
+ },
875
+ {
876
+ "epoch": 4.13,
877
+ "learning_rate": 4.074074074074075e-06,
878
+ "loss": 0.2294,
879
+ "step": 1390
880
+ },
881
+ {
882
+ "epoch": 4.13,
883
+ "learning_rate": 3.7037037037037037e-06,
884
+ "loss": 0.0026,
885
+ "step": 1400
886
+ },
887
+ {
888
+ "epoch": 4.14,
889
+ "learning_rate": 3.3333333333333333e-06,
890
+ "loss": 0.0047,
891
+ "step": 1410
892
+ },
893
+ {
894
+ "epoch": 4.15,
895
+ "learning_rate": 2.9629629629629633e-06,
896
+ "loss": 0.2746,
897
+ "step": 1420
898
+ },
899
+ {
900
+ "epoch": 4.15,
901
+ "learning_rate": 2.5925925925925925e-06,
902
+ "loss": 0.0163,
903
+ "step": 1430
904
+ },
905
+ {
906
+ "epoch": 4.16,
907
+ "learning_rate": 2.2222222222222225e-06,
908
+ "loss": 0.0029,
909
+ "step": 1440
910
+ },
911
+ {
912
+ "epoch": 4.17,
913
+ "learning_rate": 1.8518518518518519e-06,
914
+ "loss": 0.0031,
915
+ "step": 1450
916
+ },
917
+ {
918
+ "epoch": 4.17,
919
+ "learning_rate": 1.4814814814814817e-06,
920
+ "loss": 0.0033,
921
+ "step": 1460
922
+ },
923
+ {
924
+ "epoch": 4.18,
925
+ "learning_rate": 1.1111111111111112e-06,
926
+ "loss": 0.0167,
927
+ "step": 1470
928
+ },
929
+ {
930
+ "epoch": 4.19,
931
+ "learning_rate": 7.407407407407408e-07,
932
+ "loss": 0.0566,
933
+ "step": 1480
934
+ },
935
+ {
936
+ "epoch": 4.19,
937
+ "learning_rate": 3.703703703703704e-07,
938
+ "loss": 0.0022,
939
+ "step": 1490
940
+ },
941
+ {
942
+ "epoch": 4.2,
943
+ "learning_rate": 0.0,
944
+ "loss": 0.0032,
945
+ "step": 1500
946
+ },
947
+ {
948
+ "epoch": 4.2,
949
+ "eval_accuracy": 0.9571428571428572,
950
+ "eval_loss": 0.3219563663005829,
951
+ "eval_runtime": 8.0513,
952
+ "eval_samples_per_second": 8.694,
953
+ "eval_steps_per_second": 8.694,
954
+ "step": 1500
955
+ },
956
+ {
957
+ "epoch": 4.2,
958
+ "step": 1500,
959
+ "total_flos": 1.86923023515648e+18,
960
+ "train_loss": 0.8214183993662397,
961
+ "train_runtime": 365.8364,
962
+ "train_samples_per_second": 4.1,
963
+ "train_steps_per_second": 4.1
964
+ },
965
+ {
966
+ "epoch": 4.2,
967
+ "eval_accuracy": 0.9225806451612903,
968
+ "eval_loss": 0.23742257058620453,
969
+ "eval_runtime": 18.0077,
970
+ "eval_samples_per_second": 8.607,
971
+ "eval_steps_per_second": 8.607,
972
+ "step": 1500
973
+ },
974
+ {
975
+ "epoch": 4.2,
976
+ "eval_accuracy": 0.9225806451612903,
977
+ "eval_loss": 0.23742260038852692,
978
+ "eval_runtime": 18.17,
979
+ "eval_samples_per_second": 8.531,
980
+ "eval_steps_per_second": 8.531,
981
+ "step": 1500
982
  }
983
  ],
984
  "logging_steps": 10,
985
+ "max_steps": 1500,
986
  "num_train_epochs": 9223372036854775807,
987
  "save_steps": 500,
988
+ "total_flos": 1.86923023515648e+18,
989
  "trial_name": null,
990
  "trial_params": null
991
  }