Zheng Li commited on
Commit
323feb4
·
verified ·
1 Parent(s): cc83114

End of training

Browse files
README.md CHANGED
@@ -3,6 +3,7 @@ library_name: transformers
3
  license: apache-2.0
4
  base_model: facebook/wav2vec2-base
5
  tags:
 
6
  - generated_from_trainer
7
  datasets:
8
  - superb
 
3
  license: apache-2.0
4
  base_model: facebook/wav2vec2-base
5
  tags:
6
+ - audio-classification
7
  - generated_from_trainer
8
  datasets:
9
  - superb
all_results.json CHANGED
@@ -1,13 +1,13 @@
1
  {
2
  "epoch": 4.989355040701315,
3
- "eval_accuracy": 0.9810238305383936,
4
- "eval_loss": 0.08548342436552048,
5
- "eval_runtime": 4.5788,
6
- "eval_samples_per_second": 1484.67,
7
- "eval_steps_per_second": 46.519,
8
- "total_flos": 2.31453318852096e+18,
9
- "train_loss": 0.40246317323885467,
10
- "train_runtime": 627.2253,
11
- "train_samples_per_second": 407.302,
12
- "train_steps_per_second": 3.181
13
  }
 
1
  {
2
  "epoch": 4.989355040701315,
3
+ "eval_accuracy": 0.9814651368049426,
4
+ "eval_loss": 0.09822726994752884,
5
+ "eval_runtime": 5.0668,
6
+ "eval_samples_per_second": 1341.675,
7
+ "eval_steps_per_second": 42.038,
8
+ "total_flos": 2.357895379209216e+18,
9
+ "train_loss": 0.5734889231528854,
10
+ "train_runtime": 654.1726,
11
+ "train_samples_per_second": 390.524,
12
+ "train_steps_per_second": 3.05
13
  }
eval_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 4.989355040701315,
3
- "eval_accuracy": 0.9810238305383936,
4
- "eval_loss": 0.08548342436552048,
5
- "eval_runtime": 4.5788,
6
- "eval_samples_per_second": 1484.67,
7
- "eval_steps_per_second": 46.519
8
  }
 
1
  {
2
  "epoch": 4.989355040701315,
3
+ "eval_accuracy": 0.9814651368049426,
4
+ "eval_loss": 0.09822726994752884,
5
+ "eval_runtime": 5.0668,
6
+ "eval_samples_per_second": 1341.675,
7
+ "eval_steps_per_second": 42.038
8
  }
runs/Apr08_16-30-28_cs-Precision-7960-Tower/events.out.tfevents.1744144935.cs-Precision-7960-Tower.26085.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:480df884b4c8da556dd20cd791e8396fab73f9de77d3d0accb84af0b143feecd
3
+ size 411
train_results.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
  "epoch": 4.989355040701315,
3
- "total_flos": 2.31453318852096e+18,
4
- "train_loss": 0.40246317323885467,
5
- "train_runtime": 627.2253,
6
- "train_samples_per_second": 407.302,
7
- "train_steps_per_second": 3.181
8
  }
 
1
  {
2
  "epoch": 4.989355040701315,
3
+ "total_flos": 2.357895379209216e+18,
4
+ "train_loss": 0.5734889231528854,
5
+ "train_runtime": 654.1726,
6
+ "train_samples_per_second": 390.524,
7
+ "train_steps_per_second": 3.05
8
  }
trainer_state.json CHANGED
@@ -1,5 +1,5 @@
1
  {
2
- "best_metric": 0.9810238305383936,
3
  "best_model_checkpoint": "wav2vec2-base-ft-keyword-spotting/checkpoint-1995",
4
  "epoch": 4.989355040701315,
5
  "eval_steps": 500,
@@ -10,1450 +10,1450 @@
10
  "log_history": [
11
  {
12
  "epoch": 0.025046963055729492,
13
- "grad_norm": 1.3846150636672974,
14
  "learning_rate": 1.5e-06,
15
- "loss": 2.4917,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.050093926111458985,
20
- "grad_norm": 1.5032284259796143,
21
  "learning_rate": 3e-06,
22
- "loss": 2.4701,
23
  "step": 20
24
  },
25
  {
26
  "epoch": 0.07514088916718847,
27
- "grad_norm": 1.4602274894714355,
28
  "learning_rate": 4.5e-06,
29
- "loss": 2.415,
30
  "step": 30
31
  },
32
  {
33
  "epoch": 0.10018785222291797,
34
- "grad_norm": 2.0218751430511475,
35
  "learning_rate": 6e-06,
36
- "loss": 2.3156,
37
  "step": 40
38
  },
39
  {
40
  "epoch": 0.12523481527864747,
41
- "grad_norm": 2.49809193611145,
42
  "learning_rate": 7.5e-06,
43
- "loss": 2.1799,
44
  "step": 50
45
  },
46
  {
47
  "epoch": 0.15028177833437695,
48
- "grad_norm": 2.539499282836914,
49
  "learning_rate": 9e-06,
50
- "loss": 1.9986,
51
  "step": 60
52
  },
53
  {
54
  "epoch": 0.17532874139010646,
55
- "grad_norm": 2.2324798107147217,
56
  "learning_rate": 1.05e-05,
57
- "loss": 1.7848,
58
  "step": 70
59
  },
60
  {
61
  "epoch": 0.20037570444583594,
62
- "grad_norm": 1.8337464332580566,
63
  "learning_rate": 1.2e-05,
64
- "loss": 1.7187,
65
  "step": 80
66
  },
67
  {
68
  "epoch": 0.22542266750156542,
69
- "grad_norm": 1.7367889881134033,
70
  "learning_rate": 1.3500000000000001e-05,
71
- "loss": 1.6049,
72
  "step": 90
73
  },
74
  {
75
  "epoch": 0.25046963055729493,
76
- "grad_norm": 1.1910614967346191,
77
  "learning_rate": 1.5e-05,
78
- "loss": 1.5746,
79
  "step": 100
80
  },
81
  {
82
  "epoch": 0.27551659361302444,
83
- "grad_norm": 0.6088196635246277,
84
  "learning_rate": 1.65e-05,
85
- "loss": 1.6007,
86
  "step": 110
87
  },
88
  {
89
  "epoch": 0.3005635566687539,
90
- "grad_norm": 1.1780052185058594,
91
  "learning_rate": 1.8e-05,
92
- "loss": 1.4912,
93
  "step": 120
94
  },
95
  {
96
  "epoch": 0.3256105197244834,
97
- "grad_norm": 0.6295515894889832,
98
  "learning_rate": 1.95e-05,
99
- "loss": 1.4884,
100
  "step": 130
101
  },
102
  {
103
  "epoch": 0.3506574827802129,
104
- "grad_norm": 1.570447325706482,
105
  "learning_rate": 2.1e-05,
106
- "loss": 1.5284,
107
  "step": 140
108
  },
109
  {
110
  "epoch": 0.37570444583594237,
111
- "grad_norm": 1.6432406902313232,
112
  "learning_rate": 2.25e-05,
113
- "loss": 1.4759,
114
  "step": 150
115
  },
116
  {
117
  "epoch": 0.4007514088916719,
118
- "grad_norm": 1.9464057683944702,
119
  "learning_rate": 2.4e-05,
120
- "loss": 1.4358,
121
  "step": 160
122
  },
123
  {
124
  "epoch": 0.4257983719474014,
125
- "grad_norm": 3.1392250061035156,
126
  "learning_rate": 2.55e-05,
127
- "loss": 1.4103,
128
  "step": 170
129
  },
130
  {
131
  "epoch": 0.45084533500313084,
132
- "grad_norm": 2.4613516330718994,
133
  "learning_rate": 2.7000000000000002e-05,
134
- "loss": 1.3404,
135
  "step": 180
136
  },
137
  {
138
  "epoch": 0.47589229805886035,
139
- "grad_norm": 2.962592363357544,
140
  "learning_rate": 2.8499999999999998e-05,
141
- "loss": 1.3514,
142
  "step": 190
143
  },
144
  {
145
  "epoch": 0.5009392611145899,
146
- "grad_norm": 3.589179039001465,
147
  "learning_rate": 3e-05,
148
- "loss": 1.32,
149
  "step": 200
150
  },
151
  {
152
  "epoch": 0.5259862241703194,
153
- "grad_norm": 7.765381813049316,
154
  "learning_rate": 2.9832869080779945e-05,
155
- "loss": 1.261,
156
  "step": 210
157
  },
158
  {
159
  "epoch": 0.5510331872260489,
160
- "grad_norm": 4.343158721923828,
161
  "learning_rate": 2.9665738161559886e-05,
162
- "loss": 1.1817,
163
  "step": 220
164
  },
165
  {
166
  "epoch": 0.5760801502817783,
167
- "grad_norm": 2.7387561798095703,
168
  "learning_rate": 2.9498607242339834e-05,
169
- "loss": 1.0597,
170
  "step": 230
171
  },
172
  {
173
  "epoch": 0.6011271133375078,
174
- "grad_norm": 3.2945845127105713,
175
  "learning_rate": 2.933147632311978e-05,
176
- "loss": 1.0775,
177
  "step": 240
178
  },
179
  {
180
  "epoch": 0.6261740763932373,
181
- "grad_norm": 3.404000759124756,
182
  "learning_rate": 2.916434540389972e-05,
183
- "loss": 0.944,
184
  "step": 250
185
  },
186
  {
187
  "epoch": 0.6512210394489668,
188
- "grad_norm": 2.9037885665893555,
189
  "learning_rate": 2.8997214484679665e-05,
190
- "loss": 0.965,
191
  "step": 260
192
  },
193
  {
194
  "epoch": 0.6762680025046963,
195
- "grad_norm": 3.4317057132720947,
196
  "learning_rate": 2.8830083565459613e-05,
197
- "loss": 0.8292,
198
  "step": 270
199
  },
200
  {
201
  "epoch": 0.7013149655604258,
202
- "grad_norm": 3.8530466556549072,
203
  "learning_rate": 2.8662952646239554e-05,
204
- "loss": 0.7791,
205
  "step": 280
206
  },
207
  {
208
  "epoch": 0.7263619286161553,
209
- "grad_norm": 3.3247628211975098,
210
  "learning_rate": 2.84958217270195e-05,
211
- "loss": 0.7834,
212
  "step": 290
213
  },
214
  {
215
  "epoch": 0.7514088916718847,
216
- "grad_norm": 3.122251510620117,
217
  "learning_rate": 2.8328690807799443e-05,
218
- "loss": 0.7576,
219
  "step": 300
220
  },
221
  {
222
  "epoch": 0.7764558547276142,
223
- "grad_norm": 5.345429420471191,
224
  "learning_rate": 2.8161559888579388e-05,
225
- "loss": 0.7777,
226
  "step": 310
227
  },
228
  {
229
  "epoch": 0.8015028177833438,
230
- "grad_norm": 3.185194253921509,
231
  "learning_rate": 2.7994428969359332e-05,
232
- "loss": 0.7278,
233
  "step": 320
234
  },
235
  {
236
  "epoch": 0.8265497808390733,
237
- "grad_norm": 2.6544058322906494,
238
  "learning_rate": 2.7827298050139277e-05,
239
- "loss": 0.6651,
240
  "step": 330
241
  },
242
  {
243
  "epoch": 0.8515967438948028,
244
- "grad_norm": 3.633167028427124,
245
  "learning_rate": 2.7660167130919218e-05,
246
- "loss": 0.6521,
247
  "step": 340
248
  },
249
  {
250
  "epoch": 0.8766437069505323,
251
- "grad_norm": 1.6489408016204834,
252
  "learning_rate": 2.7493036211699166e-05,
253
- "loss": 0.6365,
254
  "step": 350
255
  },
256
  {
257
  "epoch": 0.9016906700062617,
258
- "grad_norm": 3.1760778427124023,
259
  "learning_rate": 2.732590529247911e-05,
260
- "loss": 0.5956,
261
  "step": 360
262
  },
263
  {
264
  "epoch": 0.9267376330619912,
265
- "grad_norm": 2.8132238388061523,
266
  "learning_rate": 2.7158774373259055e-05,
267
- "loss": 0.5725,
268
  "step": 370
269
  },
270
  {
271
  "epoch": 0.9517845961177207,
272
- "grad_norm": 3.009735107421875,
273
- "learning_rate": 2.6991643454038996e-05,
274
- "loss": 0.5173,
275
  "step": 380
276
  },
277
  {
278
  "epoch": 0.9768315591734502,
279
- "grad_norm": 2.352182388305664,
280
- "learning_rate": 2.6824512534818944e-05,
281
- "loss": 0.5199,
282
  "step": 390
283
  },
284
  {
285
  "epoch": 1.0,
286
- "grad_norm": 0.45235970616340637,
287
- "learning_rate": 2.665738161559889e-05,
288
- "loss": 0.487,
289
  "step": 400
290
  },
291
  {
292
  "epoch": 1.0,
293
- "eval_accuracy": 0.9701382759635186,
294
- "eval_loss": 0.3712795078754425,
295
- "eval_runtime": 4.5332,
296
- "eval_samples_per_second": 1499.6,
297
- "eval_steps_per_second": 46.987,
298
  "step": 400
299
  },
300
  {
301
  "epoch": 1.0250469630557295,
302
- "grad_norm": 2.322962999343872,
303
- "learning_rate": 2.649025069637883e-05,
304
- "loss": 0.4671,
305
  "step": 410
306
  },
307
  {
308
  "epoch": 1.050093926111459,
309
- "grad_norm": 3.166677236557007,
310
- "learning_rate": 2.6323119777158774e-05,
311
- "loss": 0.4417,
312
  "step": 420
313
  },
314
  {
315
  "epoch": 1.0751408891671885,
316
- "grad_norm": 2.0986714363098145,
317
- "learning_rate": 2.6155988857938722e-05,
318
- "loss": 0.4148,
319
  "step": 430
320
  },
321
  {
322
  "epoch": 1.100187852222918,
323
- "grad_norm": 3.847125291824341,
324
- "learning_rate": 2.5988857938718663e-05,
325
- "loss": 0.4359,
326
  "step": 440
327
  },
328
  {
329
  "epoch": 1.1252348152786475,
330
- "grad_norm": 2.775067090988159,
331
- "learning_rate": 2.5821727019498608e-05,
332
- "loss": 0.3778,
333
  "step": 450
334
  },
335
  {
336
  "epoch": 1.150281778334377,
337
- "grad_norm": 4.5280914306640625,
338
- "learning_rate": 2.5654596100278553e-05,
339
- "loss": 0.3776,
340
  "step": 460
341
  },
342
  {
343
  "epoch": 1.1753287413901066,
344
- "grad_norm": 2.7972805500030518,
345
- "learning_rate": 2.5487465181058497e-05,
346
- "loss": 0.3381,
347
  "step": 470
348
  },
349
  {
350
  "epoch": 1.2003757044458359,
351
- "grad_norm": 3.291175603866577,
352
- "learning_rate": 2.532033426183844e-05,
353
- "loss": 0.3599,
354
  "step": 480
355
  },
356
  {
357
  "epoch": 1.2254226675015654,
358
- "grad_norm": 3.2598955631256104,
359
- "learning_rate": 2.5153203342618386e-05,
360
- "loss": 0.3365,
361
  "step": 490
362
  },
363
  {
364
  "epoch": 1.2504696305572949,
365
- "grad_norm": 1.4448655843734741,
366
- "learning_rate": 2.4986072423398327e-05,
367
- "loss": 0.319,
368
  "step": 500
369
  },
370
  {
371
  "epoch": 1.2755165936130244,
372
- "grad_norm": 2.443610191345215,
373
- "learning_rate": 2.4818941504178275e-05,
374
- "loss": 0.3468,
375
  "step": 510
376
  },
377
  {
378
  "epoch": 1.300563556668754,
379
- "grad_norm": 4.200746536254883,
380
- "learning_rate": 2.465181058495822e-05,
381
- "loss": 0.3075,
382
  "step": 520
383
  },
384
  {
385
  "epoch": 1.3256105197244834,
386
- "grad_norm": 2.271791458129883,
387
- "learning_rate": 2.448467966573816e-05,
388
- "loss": 0.3326,
389
  "step": 530
390
  },
391
  {
392
  "epoch": 1.350657482780213,
393
- "grad_norm": 2.7881224155426025,
394
- "learning_rate": 2.4317548746518106e-05,
395
- "loss": 0.2874,
396
  "step": 540
397
  },
398
  {
399
  "epoch": 1.3757044458359424,
400
- "grad_norm": 1.9204065799713135,
401
- "learning_rate": 2.415041782729805e-05,
402
- "loss": 0.2942,
403
  "step": 550
404
  },
405
  {
406
  "epoch": 1.400751408891672,
407
- "grad_norm": 3.521867275238037,
408
- "learning_rate": 2.3983286908077995e-05,
409
- "loss": 0.2733,
410
  "step": 560
411
  },
412
  {
413
  "epoch": 1.4257983719474014,
414
- "grad_norm": 5.327916622161865,
415
- "learning_rate": 2.381615598885794e-05,
416
- "loss": 0.2843,
417
  "step": 570
418
  },
419
  {
420
  "epoch": 1.4508453350031307,
421
- "grad_norm": 1.7485443353652954,
422
- "learning_rate": 2.3649025069637884e-05,
423
- "loss": 0.2635,
424
  "step": 580
425
  },
426
  {
427
  "epoch": 1.4758922980588602,
428
- "grad_norm": 1.733283281326294,
429
- "learning_rate": 2.3481894150417825e-05,
430
- "loss": 0.2598,
431
  "step": 590
432
  },
433
  {
434
  "epoch": 1.5009392611145898,
435
- "grad_norm": 4.292211532592773,
436
- "learning_rate": 2.3314763231197773e-05,
437
- "loss": 0.2626,
438
  "step": 600
439
  },
440
  {
441
  "epoch": 1.5259862241703193,
442
- "grad_norm": 3.2708067893981934,
443
- "learning_rate": 2.3147632311977718e-05,
444
- "loss": 0.2783,
445
  "step": 610
446
  },
447
  {
448
  "epoch": 1.5510331872260488,
449
- "grad_norm": 1.9687224626541138,
450
- "learning_rate": 2.298050139275766e-05,
451
- "loss": 0.2292,
452
  "step": 620
453
  },
454
  {
455
  "epoch": 1.5760801502817783,
456
- "grad_norm": 4.437740802764893,
457
- "learning_rate": 2.2813370473537603e-05,
458
- "loss": 0.2475,
459
  "step": 630
460
  },
461
  {
462
  "epoch": 1.6011271133375078,
463
- "grad_norm": 1.799039363861084,
464
- "learning_rate": 2.264623955431755e-05,
465
- "loss": 0.2312,
466
  "step": 640
467
  },
468
  {
469
  "epoch": 1.6261740763932373,
470
- "grad_norm": 2.9007081985473633,
471
- "learning_rate": 2.2479108635097492e-05,
472
- "loss": 0.2475,
473
  "step": 650
474
  },
475
  {
476
  "epoch": 1.6512210394489668,
477
- "grad_norm": 5.133575439453125,
478
- "learning_rate": 2.2311977715877437e-05,
479
- "loss": 0.2499,
480
  "step": 660
481
  },
482
  {
483
  "epoch": 1.6762680025046963,
484
- "grad_norm": 4.255336761474609,
485
- "learning_rate": 2.214484679665738e-05,
486
- "loss": 0.2798,
487
  "step": 670
488
  },
489
  {
490
  "epoch": 1.7013149655604258,
491
- "grad_norm": 2.9616687297821045,
492
- "learning_rate": 2.1977715877437326e-05,
493
- "loss": 0.2532,
494
  "step": 680
495
  },
496
  {
497
  "epoch": 1.7263619286161553,
498
- "grad_norm": 2.9893698692321777,
499
- "learning_rate": 2.181058495821727e-05,
500
- "loss": 0.2411,
501
  "step": 690
502
  },
503
  {
504
  "epoch": 1.7514088916718848,
505
- "grad_norm": 1.4978973865509033,
506
- "learning_rate": 2.1643454038997215e-05,
507
- "loss": 0.2401,
508
  "step": 700
509
  },
510
  {
511
  "epoch": 1.7764558547276144,
512
- "grad_norm": 4.000032901763916,
513
- "learning_rate": 2.147632311977716e-05,
514
- "loss": 0.2187,
515
  "step": 710
516
  },
517
  {
518
  "epoch": 1.8015028177833439,
519
- "grad_norm": 2.2018449306488037,
520
- "learning_rate": 2.1309192200557104e-05,
521
- "loss": 0.2366,
522
  "step": 720
523
  },
524
  {
525
  "epoch": 1.8265497808390734,
526
- "grad_norm": 2.023028612136841,
527
- "learning_rate": 2.114206128133705e-05,
528
- "loss": 0.2389,
529
  "step": 730
530
  },
531
  {
532
  "epoch": 1.8515967438948029,
533
- "grad_norm": 2.1953046321868896,
534
- "learning_rate": 2.0974930362116993e-05,
535
- "loss": 0.2316,
536
  "step": 740
537
  },
538
  {
539
  "epoch": 1.8766437069505324,
540
- "grad_norm": 2.016090154647827,
541
- "learning_rate": 2.0807799442896935e-05,
542
- "loss": 0.2276,
543
  "step": 750
544
  },
545
  {
546
  "epoch": 1.9016906700062617,
547
- "grad_norm": 4.887736797332764,
548
- "learning_rate": 2.0640668523676883e-05,
549
- "loss": 0.1759,
550
  "step": 760
551
  },
552
  {
553
  "epoch": 1.9267376330619912,
554
- "grad_norm": 3.064952850341797,
555
- "learning_rate": 2.0473537604456827e-05,
556
- "loss": 0.1821,
557
  "step": 770
558
  },
559
  {
560
  "epoch": 1.9517845961177207,
561
- "grad_norm": 3.6720850467681885,
562
- "learning_rate": 2.0306406685236768e-05,
563
- "loss": 0.2252,
564
  "step": 780
565
  },
566
  {
567
  "epoch": 1.9768315591734502,
568
- "grad_norm": 4.621647357940674,
569
- "learning_rate": 2.0139275766016713e-05,
570
- "loss": 0.2204,
571
  "step": 790
572
  },
573
  {
574
  "epoch": 2.0,
575
- "grad_norm": 0.6409714221954346,
576
- "learning_rate": 1.997214484679666e-05,
577
- "loss": 0.1701,
578
  "step": 800
579
  },
580
  {
581
  "epoch": 2.0,
582
- "eval_accuracy": 0.9748455428067079,
583
- "eval_loss": 0.1344912201166153,
584
- "eval_runtime": 4.4272,
585
- "eval_samples_per_second": 1535.524,
586
- "eval_steps_per_second": 48.112,
587
  "step": 800
588
  },
589
  {
590
  "epoch": 2.0250469630557295,
591
- "grad_norm": 2.7449936866760254,
592
- "learning_rate": 1.9805013927576602e-05,
593
- "loss": 0.2049,
594
  "step": 810
595
  },
596
  {
597
  "epoch": 2.050093926111459,
598
- "grad_norm": 4.835960388183594,
599
- "learning_rate": 1.9637883008356546e-05,
600
- "loss": 0.1921,
601
  "step": 820
602
  },
603
  {
604
  "epoch": 2.0751408891671885,
605
- "grad_norm": 3.658618211746216,
606
- "learning_rate": 1.947075208913649e-05,
607
- "loss": 0.1837,
608
  "step": 830
609
  },
610
  {
611
  "epoch": 2.100187852222918,
612
- "grad_norm": 3.6431124210357666,
613
- "learning_rate": 1.9303621169916436e-05,
614
- "loss": 0.1865,
615
  "step": 840
616
  },
617
  {
618
  "epoch": 2.1252348152786475,
619
- "grad_norm": 4.338460922241211,
620
- "learning_rate": 1.913649025069638e-05,
621
- "loss": 0.192,
622
  "step": 850
623
  },
624
  {
625
  "epoch": 2.150281778334377,
626
- "grad_norm": 2.3245649337768555,
627
- "learning_rate": 1.8969359331476325e-05,
628
- "loss": 0.1676,
629
  "step": 860
630
  },
631
  {
632
  "epoch": 2.1753287413901066,
633
- "grad_norm": 4.586086750030518,
634
- "learning_rate": 1.8802228412256266e-05,
635
- "loss": 0.1865,
636
  "step": 870
637
  },
638
  {
639
  "epoch": 2.200375704445836,
640
- "grad_norm": 3.0299103260040283,
641
- "learning_rate": 1.863509749303621e-05,
642
- "loss": 0.1936,
643
  "step": 880
644
  },
645
  {
646
  "epoch": 2.2254226675015656,
647
- "grad_norm": 1.2470777034759521,
648
- "learning_rate": 1.846796657381616e-05,
649
- "loss": 0.1919,
650
  "step": 890
651
  },
652
  {
653
  "epoch": 2.250469630557295,
654
- "grad_norm": 2.023383378982544,
655
- "learning_rate": 1.83008356545961e-05,
656
- "loss": 0.1863,
657
  "step": 900
658
  },
659
  {
660
  "epoch": 2.2755165936130246,
661
- "grad_norm": 3.2981998920440674,
662
- "learning_rate": 1.8133704735376044e-05,
663
- "loss": 0.2287,
664
  "step": 910
665
  },
666
  {
667
  "epoch": 2.300563556668754,
668
- "grad_norm": 1.7662588357925415,
669
- "learning_rate": 1.796657381615599e-05,
670
- "loss": 0.2036,
671
  "step": 920
672
  },
673
  {
674
  "epoch": 2.325610519724483,
675
- "grad_norm": 2.323029041290283,
676
- "learning_rate": 1.7799442896935933e-05,
677
- "loss": 0.1698,
678
  "step": 930
679
  },
680
  {
681
  "epoch": 2.350657482780213,
682
- "grad_norm": 3.8338754177093506,
683
- "learning_rate": 1.7632311977715878e-05,
684
- "loss": 0.1699,
685
  "step": 940
686
  },
687
  {
688
  "epoch": 2.375704445835942,
689
- "grad_norm": 1.8302233219146729,
690
- "learning_rate": 1.7465181058495822e-05,
691
- "loss": 0.1718,
692
  "step": 950
693
  },
694
  {
695
  "epoch": 2.4007514088916717,
696
- "grad_norm": 3.018829584121704,
697
- "learning_rate": 1.7298050139275764e-05,
698
- "loss": 0.18,
699
  "step": 960
700
  },
701
  {
702
  "epoch": 2.425798371947401,
703
- "grad_norm": 1.8487874269485474,
704
- "learning_rate": 1.713091922005571e-05,
705
- "loss": 0.1827,
706
  "step": 970
707
  },
708
  {
709
  "epoch": 2.4508453350031307,
710
- "grad_norm": 3.3210318088531494,
711
- "learning_rate": 1.6963788300835656e-05,
712
- "loss": 0.1662,
713
  "step": 980
714
  },
715
  {
716
  "epoch": 2.4758922980588602,
717
- "grad_norm": 4.057735919952393,
718
- "learning_rate": 1.6796657381615597e-05,
719
- "loss": 0.1576,
720
  "step": 990
721
  },
722
  {
723
  "epoch": 2.5009392611145898,
724
- "grad_norm": 2.257659435272217,
725
- "learning_rate": 1.6629526462395542e-05,
726
- "loss": 0.1733,
727
  "step": 1000
728
  },
729
  {
730
  "epoch": 2.5259862241703193,
731
- "grad_norm": 4.195764064788818,
732
- "learning_rate": 1.646239554317549e-05,
733
- "loss": 0.1787,
734
  "step": 1010
735
  },
736
  {
737
  "epoch": 2.5510331872260488,
738
- "grad_norm": 2.0992043018341064,
739
- "learning_rate": 1.6295264623955434e-05,
740
- "loss": 0.1893,
741
  "step": 1020
742
  },
743
  {
744
  "epoch": 2.5760801502817783,
745
- "grad_norm": 4.466301441192627,
746
- "learning_rate": 1.6128133704735375e-05,
747
- "loss": 0.148,
748
  "step": 1030
749
  },
750
  {
751
  "epoch": 2.601127113337508,
752
- "grad_norm": 4.416186809539795,
753
- "learning_rate": 1.596100278551532e-05,
754
- "loss": 0.1642,
755
  "step": 1040
756
  },
757
  {
758
  "epoch": 2.6261740763932373,
759
- "grad_norm": 1.4752304553985596,
760
- "learning_rate": 1.5793871866295268e-05,
761
- "loss": 0.165,
762
  "step": 1050
763
  },
764
  {
765
  "epoch": 2.651221039448967,
766
- "grad_norm": 3.157634735107422,
767
- "learning_rate": 1.562674094707521e-05,
768
- "loss": 0.1645,
769
  "step": 1060
770
  },
771
  {
772
  "epoch": 2.6762680025046963,
773
- "grad_norm": 2.568713426589966,
774
- "learning_rate": 1.5459610027855154e-05,
775
- "loss": 0.1806,
776
  "step": 1070
777
  },
778
  {
779
  "epoch": 2.701314965560426,
780
- "grad_norm": 3.1504478454589844,
781
- "learning_rate": 1.5292479108635098e-05,
782
- "loss": 0.1768,
783
  "step": 1080
784
  },
785
  {
786
  "epoch": 2.7263619286161553,
787
- "grad_norm": 1.673834204673767,
788
- "learning_rate": 1.5125348189415043e-05,
789
- "loss": 0.1526,
790
  "step": 1090
791
  },
792
  {
793
  "epoch": 2.751408891671885,
794
- "grad_norm": 2.3160338401794434,
795
- "learning_rate": 1.4958217270194987e-05,
796
- "loss": 0.1309,
797
  "step": 1100
798
  },
799
  {
800
  "epoch": 2.7764558547276144,
801
- "grad_norm": 4.241952419281006,
802
- "learning_rate": 1.479108635097493e-05,
803
- "loss": 0.1992,
804
  "step": 1110
805
  },
806
  {
807
  "epoch": 2.801502817783344,
808
- "grad_norm": 2.4908902645111084,
809
- "learning_rate": 1.4623955431754876e-05,
810
- "loss": 0.1632,
811
  "step": 1120
812
  },
813
  {
814
  "epoch": 2.8265497808390734,
815
- "grad_norm": 4.086286544799805,
816
- "learning_rate": 1.445682451253482e-05,
817
- "loss": 0.1805,
818
  "step": 1130
819
  },
820
  {
821
  "epoch": 2.851596743894803,
822
- "grad_norm": 1.9868454933166504,
823
- "learning_rate": 1.4289693593314764e-05,
824
- "loss": 0.1579,
825
  "step": 1140
826
  },
827
  {
828
  "epoch": 2.8766437069505324,
829
- "grad_norm": 4.5509934425354,
830
- "learning_rate": 1.4122562674094708e-05,
831
- "loss": 0.1892,
832
  "step": 1150
833
  },
834
  {
835
  "epoch": 2.9016906700062615,
836
- "grad_norm": 2.554227828979492,
837
- "learning_rate": 1.3955431754874653e-05,
838
- "loss": 0.185,
839
  "step": 1160
840
  },
841
  {
842
  "epoch": 2.9267376330619914,
843
- "grad_norm": 3.8383281230926514,
844
- "learning_rate": 1.3788300835654596e-05,
845
- "loss": 0.1869,
846
  "step": 1170
847
  },
848
  {
849
  "epoch": 2.9517845961177205,
850
- "grad_norm": 2.4846155643463135,
851
- "learning_rate": 1.362116991643454e-05,
852
- "loss": 0.1728,
853
  "step": 1180
854
  },
855
  {
856
  "epoch": 2.9768315591734504,
857
- "grad_norm": 2.692121982574463,
858
- "learning_rate": 1.3454038997214485e-05,
859
- "loss": 0.1492,
860
  "step": 1190
861
  },
862
  {
863
  "epoch": 3.0,
864
- "grad_norm": 1.1535016298294067,
865
- "learning_rate": 1.3286908077994428e-05,
866
- "loss": 0.1905,
867
  "step": 1200
868
  },
869
  {
870
  "epoch": 3.0,
871
- "eval_accuracy": 0.9785230950279494,
872
- "eval_loss": 0.100662961602211,
873
- "eval_runtime": 4.2957,
874
- "eval_samples_per_second": 1582.527,
875
- "eval_steps_per_second": 49.585,
876
  "step": 1200
877
  },
878
  {
879
  "epoch": 3.0250469630557295,
880
- "grad_norm": 2.339324474334717,
881
- "learning_rate": 1.3119777158774374e-05,
882
- "loss": 0.1671,
883
  "step": 1210
884
  },
885
  {
886
  "epoch": 3.050093926111459,
887
- "grad_norm": 1.8304985761642456,
888
- "learning_rate": 1.2952646239554317e-05,
889
- "loss": 0.1595,
890
  "step": 1220
891
  },
892
  {
893
  "epoch": 3.0751408891671885,
894
- "grad_norm": 1.7035090923309326,
895
- "learning_rate": 1.2785515320334262e-05,
896
- "loss": 0.1464,
897
  "step": 1230
898
  },
899
  {
900
  "epoch": 3.100187852222918,
901
- "grad_norm": 2.2386112213134766,
902
- "learning_rate": 1.2618384401114206e-05,
903
- "loss": 0.1828,
904
  "step": 1240
905
  },
906
  {
907
  "epoch": 3.1252348152786475,
908
- "grad_norm": 2.6203246116638184,
909
- "learning_rate": 1.245125348189415e-05,
910
- "loss": 0.1709,
911
  "step": 1250
912
  },
913
  {
914
  "epoch": 3.150281778334377,
915
- "grad_norm": 3.4411773681640625,
916
- "learning_rate": 1.2284122562674095e-05,
917
- "loss": 0.1696,
918
  "step": 1260
919
  },
920
  {
921
  "epoch": 3.1753287413901066,
922
- "grad_norm": 1.443657636642456,
923
- "learning_rate": 1.211699164345404e-05,
924
- "loss": 0.1694,
925
  "step": 1270
926
  },
927
  {
928
  "epoch": 3.200375704445836,
929
- "grad_norm": 3.1852123737335205,
930
- "learning_rate": 1.1949860724233983e-05,
931
- "loss": 0.1472,
932
  "step": 1280
933
  },
934
  {
935
  "epoch": 3.2254226675015656,
936
- "grad_norm": 3.547802686691284,
937
- "learning_rate": 1.1782729805013929e-05,
938
- "loss": 0.1367,
939
  "step": 1290
940
  },
941
  {
942
  "epoch": 3.250469630557295,
943
- "grad_norm": 2.098524332046509,
944
- "learning_rate": 1.1615598885793872e-05,
945
- "loss": 0.1674,
946
  "step": 1300
947
  },
948
  {
949
  "epoch": 3.2755165936130246,
950
- "grad_norm": 2.3405473232269287,
951
- "learning_rate": 1.1448467966573816e-05,
952
- "loss": 0.1233,
953
  "step": 1310
954
  },
955
  {
956
  "epoch": 3.300563556668754,
957
- "grad_norm": 2.582063913345337,
958
- "learning_rate": 1.1281337047353761e-05,
959
- "loss": 0.1542,
960
  "step": 1320
961
  },
962
  {
963
  "epoch": 3.325610519724483,
964
- "grad_norm": 2.138692855834961,
965
- "learning_rate": 1.1114206128133705e-05,
966
- "loss": 0.1583,
967
  "step": 1330
968
  },
969
  {
970
  "epoch": 3.350657482780213,
971
- "grad_norm": 2.5060031414031982,
972
- "learning_rate": 1.0947075208913648e-05,
973
- "loss": 0.1309,
974
  "step": 1340
975
  },
976
  {
977
  "epoch": 3.375704445835942,
978
- "grad_norm": 5.018398761749268,
979
- "learning_rate": 1.0779944289693595e-05,
980
- "loss": 0.158,
981
  "step": 1350
982
  },
983
  {
984
  "epoch": 3.4007514088916717,
985
- "grad_norm": 3.4569902420043945,
986
- "learning_rate": 1.0612813370473537e-05,
987
- "loss": 0.1576,
988
  "step": 1360
989
  },
990
  {
991
  "epoch": 3.425798371947401,
992
- "grad_norm": 2.4191341400146484,
993
- "learning_rate": 1.0445682451253482e-05,
994
- "loss": 0.1363,
995
  "step": 1370
996
  },
997
  {
998
  "epoch": 3.4508453350031307,
999
- "grad_norm": 1.7096883058547974,
1000
- "learning_rate": 1.0278551532033427e-05,
1001
- "loss": 0.1741,
1002
  "step": 1380
1003
  },
1004
  {
1005
  "epoch": 3.4758922980588602,
1006
- "grad_norm": 1.6938859224319458,
1007
- "learning_rate": 1.0111420612813371e-05,
1008
- "loss": 0.1454,
1009
  "step": 1390
1010
  },
1011
  {
1012
  "epoch": 3.5009392611145898,
1013
- "grad_norm": 0.8238410353660583,
1014
- "learning_rate": 9.944289693593314e-06,
1015
- "loss": 0.1603,
1016
  "step": 1400
1017
  },
1018
  {
1019
  "epoch": 3.5259862241703193,
1020
- "grad_norm": 2.195200204849243,
1021
- "learning_rate": 9.77715877437326e-06,
1022
- "loss": 0.1471,
1023
  "step": 1410
1024
  },
1025
  {
1026
  "epoch": 3.5510331872260488,
1027
- "grad_norm": 1.5268114805221558,
1028
- "learning_rate": 9.610027855153203e-06,
1029
- "loss": 0.1308,
1030
  "step": 1420
1031
  },
1032
  {
1033
  "epoch": 3.5760801502817783,
1034
- "grad_norm": 3.5758233070373535,
1035
- "learning_rate": 9.44289693593315e-06,
1036
- "loss": 0.1713,
1037
  "step": 1430
1038
  },
1039
  {
1040
  "epoch": 3.601127113337508,
1041
- "grad_norm": 2.7455337047576904,
1042
- "learning_rate": 9.275766016713092e-06,
1043
- "loss": 0.13,
1044
  "step": 1440
1045
  },
1046
  {
1047
  "epoch": 3.6261740763932373,
1048
- "grad_norm": 2.4125545024871826,
1049
- "learning_rate": 9.108635097493037e-06,
1050
- "loss": 0.1444,
1051
  "step": 1450
1052
  },
1053
  {
1054
  "epoch": 3.651221039448967,
1055
- "grad_norm": 4.1105852127075195,
1056
- "learning_rate": 8.941504178272981e-06,
1057
- "loss": 0.1581,
1058
  "step": 1460
1059
  },
1060
  {
1061
  "epoch": 3.6762680025046963,
1062
- "grad_norm": 1.781172513961792,
1063
- "learning_rate": 8.774373259052926e-06,
1064
- "loss": 0.1413,
1065
  "step": 1470
1066
  },
1067
  {
1068
  "epoch": 3.701314965560426,
1069
- "grad_norm": 0.9671861529350281,
1070
- "learning_rate": 8.607242339832869e-06,
1071
- "loss": 0.155,
1072
  "step": 1480
1073
  },
1074
  {
1075
  "epoch": 3.7263619286161553,
1076
- "grad_norm": 3.277911424636841,
1077
- "learning_rate": 8.440111420612815e-06,
1078
- "loss": 0.1244,
1079
  "step": 1490
1080
  },
1081
  {
1082
  "epoch": 3.751408891671885,
1083
- "grad_norm": 2.6499757766723633,
1084
- "learning_rate": 8.272980501392758e-06,
1085
- "loss": 0.1462,
1086
  "step": 1500
1087
  },
1088
  {
1089
  "epoch": 3.7764558547276144,
1090
- "grad_norm": 1.484277367591858,
1091
- "learning_rate": 8.1058495821727e-06,
1092
- "loss": 0.1522,
1093
  "step": 1510
1094
  },
1095
  {
1096
  "epoch": 3.801502817783344,
1097
- "grad_norm": 3.2849831581115723,
1098
- "learning_rate": 7.938718662952647e-06,
1099
- "loss": 0.1485,
1100
  "step": 1520
1101
  },
1102
  {
1103
  "epoch": 3.8265497808390734,
1104
- "grad_norm": 2.0737528800964355,
1105
- "learning_rate": 7.77158774373259e-06,
1106
- "loss": 0.1243,
1107
  "step": 1530
1108
  },
1109
  {
1110
  "epoch": 3.851596743894803,
1111
- "grad_norm": 2.977562665939331,
1112
- "learning_rate": 7.604456824512535e-06,
1113
- "loss": 0.1266,
1114
  "step": 1540
1115
  },
1116
  {
1117
  "epoch": 3.8766437069505324,
1118
- "grad_norm": 2.5057878494262695,
1119
- "learning_rate": 7.43732590529248e-06,
1120
- "loss": 0.1349,
1121
  "step": 1550
1122
  },
1123
  {
1124
  "epoch": 3.9016906700062615,
1125
- "grad_norm": 2.0009357929229736,
1126
- "learning_rate": 7.2701949860724235e-06,
1127
- "loss": 0.1296,
1128
  "step": 1560
1129
  },
1130
  {
1131
  "epoch": 3.9267376330619914,
1132
- "grad_norm": 3.119765043258667,
1133
- "learning_rate": 7.103064066852368e-06,
1134
- "loss": 0.1308,
1135
  "step": 1570
1136
  },
1137
  {
1138
  "epoch": 3.9517845961177205,
1139
- "grad_norm": 2.181718111038208,
1140
- "learning_rate": 6.935933147632313e-06,
1141
- "loss": 0.1654,
1142
  "step": 1580
1143
  },
1144
  {
1145
  "epoch": 3.9768315591734504,
1146
- "grad_norm": 3.2763113975524902,
1147
- "learning_rate": 6.768802228412256e-06,
1148
- "loss": 0.1541,
1149
  "step": 1590
1150
  },
1151
  {
1152
  "epoch": 4.0,
1153
- "grad_norm": 3.0005788803100586,
1154
- "learning_rate": 6.601671309192201e-06,
1155
- "loss": 0.1365,
1156
  "step": 1600
1157
  },
1158
  {
1159
  "epoch": 4.0,
1160
- "eval_accuracy": 0.980876728449544,
1161
- "eval_loss": 0.08496350795030594,
1162
- "eval_runtime": 4.414,
1163
- "eval_samples_per_second": 1540.114,
1164
- "eval_steps_per_second": 48.256,
1165
  "step": 1600
1166
  },
1167
  {
1168
  "epoch": 4.025046963055729,
1169
- "grad_norm": 3.285486936569214,
1170
- "learning_rate": 6.4345403899721455e-06,
1171
- "loss": 0.128,
1172
  "step": 1610
1173
  },
1174
  {
1175
  "epoch": 4.050093926111459,
1176
- "grad_norm": 2.414086103439331,
1177
- "learning_rate": 6.267409470752089e-06,
1178
- "loss": 0.1321,
1179
  "step": 1620
1180
  },
1181
  {
1182
  "epoch": 4.075140889167188,
1183
- "grad_norm": 2.2890965938568115,
1184
- "learning_rate": 6.100278551532034e-06,
1185
- "loss": 0.1298,
1186
  "step": 1630
1187
  },
1188
  {
1189
  "epoch": 4.100187852222918,
1190
- "grad_norm": 1.8132153749465942,
1191
- "learning_rate": 5.933147632311978e-06,
1192
- "loss": 0.1539,
1193
  "step": 1640
1194
  },
1195
  {
1196
  "epoch": 4.125234815278647,
1197
- "grad_norm": 2.8671135902404785,
1198
- "learning_rate": 5.766016713091923e-06,
1199
- "loss": 0.1302,
1200
  "step": 1650
1201
  },
1202
  {
1203
  "epoch": 4.150281778334377,
1204
- "grad_norm": 2.470564365386963,
1205
- "learning_rate": 5.598885793871867e-06,
1206
- "loss": 0.1612,
1207
  "step": 1660
1208
  },
1209
  {
1210
  "epoch": 4.175328741390106,
1211
- "grad_norm": 2.1133806705474854,
1212
- "learning_rate": 5.43175487465181e-06,
1213
- "loss": 0.148,
1214
  "step": 1670
1215
  },
1216
  {
1217
  "epoch": 4.200375704445836,
1218
- "grad_norm": 1.391147255897522,
1219
- "learning_rate": 5.264623955431755e-06,
1220
- "loss": 0.1455,
1221
  "step": 1680
1222
  },
1223
  {
1224
  "epoch": 4.225422667501565,
1225
- "grad_norm": 2.964405059814453,
1226
- "learning_rate": 5.0974930362116986e-06,
1227
- "loss": 0.1244,
1228
  "step": 1690
1229
  },
1230
  {
1231
  "epoch": 4.250469630557295,
1232
- "grad_norm": 3.051886796951294,
1233
- "learning_rate": 4.930362116991643e-06,
1234
- "loss": 0.1544,
1235
  "step": 1700
1236
  },
1237
  {
1238
  "epoch": 4.275516593613024,
1239
- "grad_norm": 2.3174211978912354,
1240
- "learning_rate": 4.763231197771588e-06,
1241
- "loss": 0.1179,
1242
  "step": 1710
1243
  },
1244
  {
1245
  "epoch": 4.300563556668754,
1246
- "grad_norm": 2.169579267501831,
1247
- "learning_rate": 4.596100278551532e-06,
1248
- "loss": 0.1197,
1249
  "step": 1720
1250
  },
1251
  {
1252
  "epoch": 4.325610519724483,
1253
- "grad_norm": 4.180757999420166,
1254
- "learning_rate": 4.428969359331476e-06,
1255
- "loss": 0.1147,
1256
  "step": 1730
1257
  },
1258
  {
1259
  "epoch": 4.350657482780213,
1260
- "grad_norm": 2.835193634033203,
1261
- "learning_rate": 4.2618384401114205e-06,
1262
- "loss": 0.1199,
1263
  "step": 1740
1264
  },
1265
  {
1266
  "epoch": 4.375704445835942,
1267
- "grad_norm": 2.561140298843384,
1268
- "learning_rate": 4.094707520891365e-06,
1269
- "loss": 0.1369,
1270
  "step": 1750
1271
  },
1272
  {
1273
  "epoch": 4.400751408891672,
1274
- "grad_norm": 1.964847445487976,
1275
- "learning_rate": 3.927576601671309e-06,
1276
- "loss": 0.1422,
1277
  "step": 1760
1278
  },
1279
  {
1280
  "epoch": 4.425798371947401,
1281
- "grad_norm": 3.416602611541748,
1282
- "learning_rate": 3.7604456824512533e-06,
1283
- "loss": 0.1258,
1284
  "step": 1770
1285
  },
1286
  {
1287
  "epoch": 4.450845335003131,
1288
- "grad_norm": 2.517287254333496,
1289
- "learning_rate": 3.593314763231198e-06,
1290
- "loss": 0.1334,
1291
  "step": 1780
1292
  },
1293
  {
1294
  "epoch": 4.47589229805886,
1295
- "grad_norm": 1.725051760673523,
1296
- "learning_rate": 3.426183844011142e-06,
1297
- "loss": 0.116,
1298
  "step": 1790
1299
  },
1300
  {
1301
  "epoch": 4.50093926111459,
1302
- "grad_norm": 3.366607666015625,
1303
- "learning_rate": 3.259052924791086e-06,
1304
- "loss": 0.1166,
1305
  "step": 1800
1306
  },
1307
  {
1308
  "epoch": 4.525986224170319,
1309
- "grad_norm": 4.129775524139404,
1310
- "learning_rate": 3.0919220055710307e-06,
1311
- "loss": 0.1238,
1312
  "step": 1810
1313
  },
1314
  {
1315
  "epoch": 4.551033187226049,
1316
- "grad_norm": 1.5678294897079468,
1317
- "learning_rate": 2.924791086350975e-06,
1318
- "loss": 0.1409,
1319
  "step": 1820
1320
  },
1321
  {
1322
  "epoch": 4.576080150281778,
1323
- "grad_norm": 2.8961803913116455,
1324
- "learning_rate": 2.7576601671309194e-06,
1325
- "loss": 0.1002,
1326
  "step": 1830
1327
  },
1328
  {
1329
  "epoch": 4.601127113337508,
1330
- "grad_norm": 1.3110554218292236,
1331
- "learning_rate": 2.5905292479108636e-06,
1332
- "loss": 0.0937,
1333
  "step": 1840
1334
  },
1335
  {
1336
  "epoch": 4.626174076393237,
1337
- "grad_norm": 3.0743277072906494,
1338
- "learning_rate": 2.4233983286908077e-06,
1339
- "loss": 0.1362,
1340
  "step": 1850
1341
  },
1342
  {
1343
  "epoch": 4.651221039448966,
1344
- "grad_norm": 3.078073263168335,
1345
- "learning_rate": 2.2562674094707523e-06,
1346
- "loss": 0.1542,
1347
  "step": 1860
1348
  },
1349
  {
1350
  "epoch": 4.676268002504696,
1351
- "grad_norm": 1.4623353481292725,
1352
- "learning_rate": 2.0891364902506964e-06,
1353
- "loss": 0.1279,
1354
  "step": 1870
1355
  },
1356
  {
1357
  "epoch": 4.701314965560426,
1358
- "grad_norm": 0.6655158996582031,
1359
- "learning_rate": 1.922005571030641e-06,
1360
- "loss": 0.0937,
1361
  "step": 1880
1362
  },
1363
  {
1364
  "epoch": 4.726361928616155,
1365
- "grad_norm": 2.3055014610290527,
1366
- "learning_rate": 1.7548746518105849e-06,
1367
- "loss": 0.1278,
1368
  "step": 1890
1369
  },
1370
  {
1371
  "epoch": 4.751408891671884,
1372
- "grad_norm": 2.902233839035034,
1373
- "learning_rate": 1.5877437325905292e-06,
1374
- "loss": 0.1067,
1375
  "step": 1900
1376
  },
1377
  {
1378
  "epoch": 4.776455854727614,
1379
- "grad_norm": 1.5290515422821045,
1380
- "learning_rate": 1.4206128133704736e-06,
1381
- "loss": 0.1299,
1382
  "step": 1910
1383
  },
1384
  {
1385
  "epoch": 4.801502817783343,
1386
- "grad_norm": 2.1846730709075928,
1387
- "learning_rate": 1.253481894150418e-06,
1388
- "loss": 0.0939,
1389
  "step": 1920
1390
  },
1391
  {
1392
  "epoch": 4.826549780839073,
1393
- "grad_norm": 1.173969030380249,
1394
- "learning_rate": 1.0863509749303623e-06,
1395
- "loss": 0.1181,
1396
  "step": 1930
1397
  },
1398
  {
1399
  "epoch": 4.851596743894802,
1400
- "grad_norm": 4.177393913269043,
1401
- "learning_rate": 9.192200557103064e-07,
1402
- "loss": 0.1373,
1403
  "step": 1940
1404
  },
1405
  {
1406
  "epoch": 4.876643706950532,
1407
- "grad_norm": 1.459058403968811,
1408
- "learning_rate": 7.520891364902508e-07,
1409
- "loss": 0.1161,
1410
  "step": 1950
1411
  },
1412
  {
1413
  "epoch": 4.9016906700062615,
1414
- "grad_norm": 0.865409255027771,
1415
- "learning_rate": 5.84958217270195e-07,
1416
- "loss": 0.1233,
1417
  "step": 1960
1418
  },
1419
  {
1420
  "epoch": 4.926737633061991,
1421
- "grad_norm": 1.5550708770751953,
1422
- "learning_rate": 4.178272980501393e-07,
1423
- "loss": 0.1172,
1424
  "step": 1970
1425
  },
1426
  {
1427
  "epoch": 4.9517845961177205,
1428
- "grad_norm": 1.4279484748840332,
1429
- "learning_rate": 2.506963788300836e-07,
1430
- "loss": 0.1313,
1431
  "step": 1980
1432
  },
1433
  {
1434
  "epoch": 4.97683155917345,
1435
- "grad_norm": 1.5015976428985596,
1436
- "learning_rate": 8.356545961002785e-08,
1437
- "loss": 0.1317,
1438
  "step": 1990
1439
  },
1440
  {
1441
  "epoch": 4.989355040701315,
1442
- "eval_accuracy": 0.9810238305383936,
1443
- "eval_loss": 0.08548342436552048,
1444
- "eval_runtime": 4.864,
1445
- "eval_samples_per_second": 1397.623,
1446
- "eval_steps_per_second": 43.791,
1447
  "step": 1995
1448
  },
1449
  {
1450
  "epoch": 4.989355040701315,
1451
  "step": 1995,
1452
- "total_flos": 2.31453318852096e+18,
1453
- "train_loss": 0.40246317323885467,
1454
- "train_runtime": 627.2253,
1455
- "train_samples_per_second": 407.302,
1456
- "train_steps_per_second": 3.181
1457
  }
1458
  ],
1459
  "logging_steps": 10,
@@ -1473,7 +1473,7 @@
1473
  "attributes": {}
1474
  }
1475
  },
1476
- "total_flos": 2.31453318852096e+18,
1477
  "train_batch_size": 32,
1478
  "trial_name": null,
1479
  "trial_params": null
 
1
  {
2
+ "best_metric": 0.9814651368049426,
3
  "best_model_checkpoint": "wav2vec2-base-ft-keyword-spotting/checkpoint-1995",
4
  "epoch": 4.989355040701315,
5
  "eval_steps": 500,
 
10
  "log_history": [
11
  {
12
  "epoch": 0.025046963055729492,
13
+ "grad_norm": 2.144172430038452,
14
  "learning_rate": 1.5e-06,
15
+ "loss": 3.8317,
16
  "step": 10
17
  },
18
  {
19
  "epoch": 0.050093926111458985,
20
+ "grad_norm": 3.0447957515716553,
21
  "learning_rate": 3e-06,
22
+ "loss": 4.1331,
23
  "step": 20
24
  },
25
  {
26
  "epoch": 0.07514088916718847,
27
+ "grad_norm": 3.1870126724243164,
28
  "learning_rate": 4.5e-06,
29
+ "loss": 4.0889,
30
  "step": 30
31
  },
32
  {
33
  "epoch": 0.10018785222291797,
34
+ "grad_norm": 4.074451923370361,
35
  "learning_rate": 6e-06,
36
+ "loss": 3.9025,
37
  "step": 40
38
  },
39
  {
40
  "epoch": 0.12523481527864747,
41
+ "grad_norm": 5.182351112365723,
42
  "learning_rate": 7.5e-06,
43
+ "loss": 3.6201,
44
  "step": 50
45
  },
46
  {
47
  "epoch": 0.15028177833437695,
48
+ "grad_norm": 5.756130218505859,
49
  "learning_rate": 9e-06,
50
+ "loss": 3.1977,
51
  "step": 60
52
  },
53
  {
54
  "epoch": 0.17532874139010646,
55
+ "grad_norm": 5.65469217300415,
56
  "learning_rate": 1.05e-05,
57
+ "loss": 2.7121,
58
  "step": 70
59
  },
60
  {
61
  "epoch": 0.20037570444583594,
62
+ "grad_norm": 5.120871067047119,
63
  "learning_rate": 1.2e-05,
64
+ "loss": 2.4593,
65
  "step": 80
66
  },
67
  {
68
  "epoch": 0.22542266750156542,
69
+ "grad_norm": 4.952624320983887,
70
  "learning_rate": 1.3500000000000001e-05,
71
+ "loss": 2.2216,
72
  "step": 90
73
  },
74
  {
75
  "epoch": 0.25046963055729493,
76
+ "grad_norm": 4.202530384063721,
77
  "learning_rate": 1.5e-05,
78
+ "loss": 2.0977,
79
  "step": 100
80
  },
81
  {
82
  "epoch": 0.27551659361302444,
83
+ "grad_norm": 3.235758066177368,
84
  "learning_rate": 1.65e-05,
85
+ "loss": 2.0442,
86
  "step": 110
87
  },
88
  {
89
  "epoch": 0.3005635566687539,
90
+ "grad_norm": 3.456002712249756,
91
  "learning_rate": 1.8e-05,
92
+ "loss": 1.8601,
93
  "step": 120
94
  },
95
  {
96
  "epoch": 0.3256105197244834,
97
+ "grad_norm": 1.5474969148635864,
98
  "learning_rate": 1.95e-05,
99
+ "loss": 1.7964,
100
  "step": 130
101
  },
102
  {
103
  "epoch": 0.3506574827802129,
104
+ "grad_norm": 1.7901959419250488,
105
  "learning_rate": 2.1e-05,
106
+ "loss": 1.8098,
107
  "step": 140
108
  },
109
  {
110
  "epoch": 0.37570444583594237,
111
+ "grad_norm": 1.2036372423171997,
112
  "learning_rate": 2.25e-05,
113
+ "loss": 1.7429,
114
  "step": 150
115
  },
116
  {
117
  "epoch": 0.4007514088916719,
118
+ "grad_norm": 0.6613264083862305,
119
  "learning_rate": 2.4e-05,
120
+ "loss": 1.7313,
121
  "step": 160
122
  },
123
  {
124
  "epoch": 0.4257983719474014,
125
+ "grad_norm": 1.468883991241455,
126
  "learning_rate": 2.55e-05,
127
+ "loss": 1.7528,
128
  "step": 170
129
  },
130
  {
131
  "epoch": 0.45084533500313084,
132
+ "grad_norm": 2.4236254692077637,
133
  "learning_rate": 2.7000000000000002e-05,
134
+ "loss": 1.642,
135
  "step": 180
136
  },
137
  {
138
  "epoch": 0.47589229805886035,
139
+ "grad_norm": 10.500153541564941,
140
  "learning_rate": 2.8499999999999998e-05,
141
+ "loss": 1.6462,
142
  "step": 190
143
  },
144
  {
145
  "epoch": 0.5009392611145899,
146
+ "grad_norm": 8.173652648925781,
147
  "learning_rate": 3e-05,
148
+ "loss": 1.6049,
149
  "step": 200
150
  },
151
  {
152
  "epoch": 0.5259862241703194,
153
+ "grad_norm": 4.767404556274414,
154
  "learning_rate": 2.9832869080779945e-05,
155
+ "loss": 1.5754,
156
  "step": 210
157
  },
158
  {
159
  "epoch": 0.5510331872260489,
160
+ "grad_norm": 2.0099925994873047,
161
  "learning_rate": 2.9665738161559886e-05,
162
+ "loss": 1.5001,
163
  "step": 220
164
  },
165
  {
166
  "epoch": 0.5760801502817783,
167
+ "grad_norm": 2.7814888954162598,
168
  "learning_rate": 2.9498607242339834e-05,
169
+ "loss": 1.4049,
170
  "step": 230
171
  },
172
  {
173
  "epoch": 0.6011271133375078,
174
+ "grad_norm": 4.7790846824646,
175
  "learning_rate": 2.933147632311978e-05,
176
+ "loss": 1.5321,
177
  "step": 240
178
  },
179
  {
180
  "epoch": 0.6261740763932373,
181
+ "grad_norm": 3.758580207824707,
182
  "learning_rate": 2.916434540389972e-05,
183
+ "loss": 1.4002,
184
  "step": 250
185
  },
186
  {
187
  "epoch": 0.6512210394489668,
188
+ "grad_norm": 5.455554008483887,
189
  "learning_rate": 2.8997214484679665e-05,
190
+ "loss": 1.4013,
191
  "step": 260
192
  },
193
  {
194
  "epoch": 0.6762680025046963,
195
+ "grad_norm": 5.183338165283203,
196
  "learning_rate": 2.8830083565459613e-05,
197
+ "loss": 1.2016,
198
  "step": 270
199
  },
200
  {
201
  "epoch": 0.7013149655604258,
202
+ "grad_norm": 3.5465261936187744,
203
  "learning_rate": 2.8662952646239554e-05,
204
+ "loss": 1.1541,
205
  "step": 280
206
  },
207
  {
208
  "epoch": 0.7263619286161553,
209
+ "grad_norm": 8.002464294433594,
210
  "learning_rate": 2.84958217270195e-05,
211
+ "loss": 1.1754,
212
  "step": 290
213
  },
214
  {
215
  "epoch": 0.7514088916718847,
216
+ "grad_norm": 4.145716190338135,
217
  "learning_rate": 2.8328690807799443e-05,
218
+ "loss": 1.1651,
219
  "step": 300
220
  },
221
  {
222
  "epoch": 0.7764558547276142,
223
+ "grad_norm": 8.420044898986816,
224
  "learning_rate": 2.8161559888579388e-05,
225
+ "loss": 1.2086,
226
  "step": 310
227
  },
228
  {
229
  "epoch": 0.8015028177833438,
230
+ "grad_norm": 2.530792713165283,
231
  "learning_rate": 2.7994428969359332e-05,
232
+ "loss": 1.1337,
233
  "step": 320
234
  },
235
  {
236
  "epoch": 0.8265497808390733,
237
+ "grad_norm": 3.45489501953125,
238
  "learning_rate": 2.7827298050139277e-05,
239
+ "loss": 1.0499,
240
  "step": 330
241
  },
242
  {
243
  "epoch": 0.8515967438948028,
244
+ "grad_norm": 5.169933795928955,
245
  "learning_rate": 2.7660167130919218e-05,
246
+ "loss": 1.1298,
247
  "step": 340
248
  },
249
  {
250
  "epoch": 0.8766437069505323,
251
+ "grad_norm": 5.91841459274292,
252
  "learning_rate": 2.7493036211699166e-05,
253
+ "loss": 1.1476,
254
  "step": 350
255
  },
256
  {
257
  "epoch": 0.9016906700062617,
258
+ "grad_norm": 4.016351699829102,
259
  "learning_rate": 2.732590529247911e-05,
260
+ "loss": 1.0944,
261
  "step": 360
262
  },
263
  {
264
  "epoch": 0.9267376330619912,
265
+ "grad_norm": 5.553752899169922,
266
  "learning_rate": 2.7158774373259055e-05,
267
+ "loss": 1.0822,
268
  "step": 370
269
  },
270
  {
271
  "epoch": 0.9517845961177207,
272
+ "grad_norm": 4.519126892089844,
273
+ "learning_rate": 2.7008356545961002e-05,
274
+ "loss": 1.0057,
275
  "step": 380
276
  },
277
  {
278
  "epoch": 0.9768315591734502,
279
+ "grad_norm": 2.7625792026519775,
280
+ "learning_rate": 2.6841225626740946e-05,
281
+ "loss": 1.009,
282
  "step": 390
283
  },
284
  {
285
  "epoch": 1.0,
286
+ "grad_norm": 1.0362297296524048,
287
+ "learning_rate": 2.6674094707520894e-05,
288
+ "loss": 0.8747,
289
  "step": 400
290
  },
291
  {
292
  "epoch": 1.0,
293
+ "eval_accuracy": 0.9340982641953516,
294
+ "eval_loss": 0.806678831577301,
295
+ "eval_runtime": 4.4599,
296
+ "eval_samples_per_second": 1524.249,
297
+ "eval_steps_per_second": 47.759,
298
  "step": 400
299
  },
300
  {
301
  "epoch": 1.0250469630557295,
302
+ "grad_norm": 7.034424304962158,
303
+ "learning_rate": 2.6506963788300836e-05,
304
+ "loss": 0.8779,
305
  "step": 410
306
  },
307
  {
308
  "epoch": 1.050093926111459,
309
+ "grad_norm": 5.3810014724731445,
310
+ "learning_rate": 2.633983286908078e-05,
311
+ "loss": 0.7878,
312
  "step": 420
313
  },
314
  {
315
  "epoch": 1.0751408891671885,
316
+ "grad_norm": 3.344200372695923,
317
+ "learning_rate": 2.6172701949860725e-05,
318
+ "loss": 0.762,
319
  "step": 430
320
  },
321
  {
322
  "epoch": 1.100187852222918,
323
+ "grad_norm": 6.402628421783447,
324
+ "learning_rate": 2.600557103064067e-05,
325
+ "loss": 0.7631,
326
  "step": 440
327
  },
328
  {
329
  "epoch": 1.1252348152786475,
330
+ "grad_norm": 4.863397121429443,
331
+ "learning_rate": 2.5838440111420614e-05,
332
+ "loss": 0.6772,
333
  "step": 450
334
  },
335
  {
336
  "epoch": 1.150281778334377,
337
+ "grad_norm": 6.484178066253662,
338
+ "learning_rate": 2.567130919220056e-05,
339
+ "loss": 0.6461,
340
  "step": 460
341
  },
342
  {
343
  "epoch": 1.1753287413901066,
344
+ "grad_norm": 3.2635133266448975,
345
+ "learning_rate": 2.55041782729805e-05,
346
+ "loss": 0.5984,
347
  "step": 470
348
  },
349
  {
350
  "epoch": 1.2003757044458359,
351
+ "grad_norm": 2.40271258354187,
352
+ "learning_rate": 2.5337047353760448e-05,
353
+ "loss": 0.606,
354
  "step": 480
355
  },
356
  {
357
  "epoch": 1.2254226675015654,
358
+ "grad_norm": 2.1505284309387207,
359
+ "learning_rate": 2.5169916434540392e-05,
360
+ "loss": 0.5553,
361
  "step": 490
362
  },
363
  {
364
  "epoch": 1.2504696305572949,
365
+ "grad_norm": 2.476496934890747,
366
+ "learning_rate": 2.5002785515320333e-05,
367
+ "loss": 0.5238,
368
  "step": 500
369
  },
370
  {
371
  "epoch": 1.2755165936130244,
372
+ "grad_norm": 4.137519359588623,
373
+ "learning_rate": 2.4835654596100278e-05,
374
+ "loss": 0.5148,
375
  "step": 510
376
  },
377
  {
378
  "epoch": 1.300563556668754,
379
+ "grad_norm": 5.227903842926025,
380
+ "learning_rate": 2.4668523676880226e-05,
381
+ "loss": 0.4863,
382
  "step": 520
383
  },
384
  {
385
  "epoch": 1.3256105197244834,
386
+ "grad_norm": 4.056149482727051,
387
+ "learning_rate": 2.4501392757660167e-05,
388
+ "loss": 0.49,
389
  "step": 530
390
  },
391
  {
392
  "epoch": 1.350657482780213,
393
+ "grad_norm": 6.162842273712158,
394
+ "learning_rate": 2.433426183844011e-05,
395
+ "loss": 0.4264,
396
  "step": 540
397
  },
398
  {
399
  "epoch": 1.3757044458359424,
400
+ "grad_norm": 4.439515113830566,
401
+ "learning_rate": 2.4167130919220056e-05,
402
+ "loss": 0.4449,
403
  "step": 550
404
  },
405
  {
406
  "epoch": 1.400751408891672,
407
+ "grad_norm": 4.906720161437988,
408
+ "learning_rate": 2.4e-05,
409
+ "loss": 0.408,
410
  "step": 560
411
  },
412
  {
413
  "epoch": 1.4257983719474014,
414
+ "grad_norm": 5.718549728393555,
415
+ "learning_rate": 2.3832869080779945e-05,
416
+ "loss": 0.4143,
417
  "step": 570
418
  },
419
  {
420
  "epoch": 1.4508453350031307,
421
+ "grad_norm": 3.9077138900756836,
422
+ "learning_rate": 2.366573816155989e-05,
423
+ "loss": 0.3716,
424
  "step": 580
425
  },
426
  {
427
  "epoch": 1.4758922980588602,
428
+ "grad_norm": 3.5204200744628906,
429
+ "learning_rate": 2.349860724233983e-05,
430
+ "loss": 0.3932,
431
  "step": 590
432
  },
433
  {
434
  "epoch": 1.5009392611145898,
435
+ "grad_norm": 5.870133399963379,
436
+ "learning_rate": 2.333147632311978e-05,
437
+ "loss": 0.3932,
438
  "step": 600
439
  },
440
  {
441
  "epoch": 1.5259862241703193,
442
+ "grad_norm": 5.287498950958252,
443
+ "learning_rate": 2.3164345403899723e-05,
444
+ "loss": 0.4031,
445
  "step": 610
446
  },
447
  {
448
  "epoch": 1.5510331872260488,
449
+ "grad_norm": 5.271251201629639,
450
+ "learning_rate": 2.2997214484679665e-05,
451
+ "loss": 0.3467,
452
  "step": 620
453
  },
454
  {
455
  "epoch": 1.5760801502817783,
456
+ "grad_norm": 5.845817565917969,
457
+ "learning_rate": 2.283008356545961e-05,
458
+ "loss": 0.3593,
459
  "step": 630
460
  },
461
  {
462
  "epoch": 1.6011271133375078,
463
+ "grad_norm": 3.02872896194458,
464
+ "learning_rate": 2.2662952646239557e-05,
465
+ "loss": 0.3535,
466
  "step": 640
467
  },
468
  {
469
  "epoch": 1.6261740763932373,
470
+ "grad_norm": 2.3705966472625732,
471
+ "learning_rate": 2.2495821727019498e-05,
472
+ "loss": 0.3313,
473
  "step": 650
474
  },
475
  {
476
  "epoch": 1.6512210394489668,
477
+ "grad_norm": 3.9336166381835938,
478
+ "learning_rate": 2.2328690807799443e-05,
479
+ "loss": 0.374,
480
  "step": 660
481
  },
482
  {
483
  "epoch": 1.6762680025046963,
484
+ "grad_norm": 6.896333694458008,
485
+ "learning_rate": 2.2161559888579387e-05,
486
+ "loss": 0.359,
487
  "step": 670
488
  },
489
  {
490
  "epoch": 1.7013149655604258,
491
+ "grad_norm": 3.1803808212280273,
492
+ "learning_rate": 2.1994428969359335e-05,
493
+ "loss": 0.3215,
494
  "step": 680
495
  },
496
  {
497
  "epoch": 1.7263619286161553,
498
+ "grad_norm": 3.6727025508880615,
499
+ "learning_rate": 2.1827298050139276e-05,
500
+ "loss": 0.3313,
501
  "step": 690
502
  },
503
  {
504
  "epoch": 1.7514088916718848,
505
+ "grad_norm": 4.481452941894531,
506
+ "learning_rate": 2.166016713091922e-05,
507
+ "loss": 0.3075,
508
  "step": 700
509
  },
510
  {
511
  "epoch": 1.7764558547276144,
512
+ "grad_norm": 4.977258205413818,
513
+ "learning_rate": 2.1493036211699166e-05,
514
+ "loss": 0.2814,
515
  "step": 710
516
  },
517
  {
518
  "epoch": 1.8015028177833439,
519
+ "grad_norm": 4.018652439117432,
520
+ "learning_rate": 2.1325905292479107e-05,
521
+ "loss": 0.2902,
522
  "step": 720
523
  },
524
  {
525
  "epoch": 1.8265497808390734,
526
+ "grad_norm": 6.154052734375,
527
+ "learning_rate": 2.1158774373259055e-05,
528
+ "loss": 0.3123,
529
  "step": 730
530
  },
531
  {
532
  "epoch": 1.8515967438948029,
533
+ "grad_norm": 3.7956981658935547,
534
+ "learning_rate": 2.0991643454039e-05,
535
+ "loss": 0.3119,
536
  "step": 740
537
  },
538
  {
539
  "epoch": 1.8766437069505324,
540
+ "grad_norm": 6.320951461791992,
541
+ "learning_rate": 2.082451253481894e-05,
542
+ "loss": 0.2874,
543
  "step": 750
544
  },
545
  {
546
  "epoch": 1.9016906700062617,
547
+ "grad_norm": 2.6970086097717285,
548
+ "learning_rate": 2.0657381615598885e-05,
549
+ "loss": 0.2889,
550
  "step": 760
551
  },
552
  {
553
  "epoch": 1.9267376330619912,
554
+ "grad_norm": 4.386446952819824,
555
+ "learning_rate": 2.0490250696378833e-05,
556
+ "loss": 0.2529,
557
  "step": 770
558
  },
559
  {
560
  "epoch": 1.9517845961177207,
561
+ "grad_norm": 5.870710372924805,
562
+ "learning_rate": 2.0323119777158774e-05,
563
+ "loss": 0.2819,
564
  "step": 780
565
  },
566
  {
567
  "epoch": 1.9768315591734502,
568
+ "grad_norm": 5.930877685546875,
569
+ "learning_rate": 2.015598885793872e-05,
570
+ "loss": 0.2725,
571
  "step": 790
572
  },
573
  {
574
  "epoch": 2.0,
575
+ "grad_norm": 0.3753320872783661,
576
+ "learning_rate": 1.9988857938718663e-05,
577
+ "loss": 0.2332,
578
  "step": 800
579
  },
580
  {
581
  "epoch": 2.0,
582
+ "eval_accuracy": 0.9745513386290086,
583
+ "eval_loss": 0.17788007855415344,
584
+ "eval_runtime": 4.4101,
585
+ "eval_samples_per_second": 1541.463,
586
+ "eval_steps_per_second": 48.298,
587
  "step": 800
588
  },
589
  {
590
  "epoch": 2.0250469630557295,
591
+ "grad_norm": 6.34937047958374,
592
+ "learning_rate": 1.9821727019498608e-05,
593
+ "loss": 0.2545,
594
  "step": 810
595
  },
596
  {
597
  "epoch": 2.050093926111459,
598
+ "grad_norm": 4.1271138191223145,
599
+ "learning_rate": 1.9654596100278552e-05,
600
+ "loss": 0.2497,
601
  "step": 820
602
  },
603
  {
604
  "epoch": 2.0751408891671885,
605
+ "grad_norm": 5.419626712799072,
606
+ "learning_rate": 1.9487465181058497e-05,
607
+ "loss": 0.2502,
608
  "step": 830
609
  },
610
  {
611
  "epoch": 2.100187852222918,
612
+ "grad_norm": 6.219632148742676,
613
+ "learning_rate": 1.9320334261838438e-05,
614
+ "loss": 0.2492,
615
  "step": 840
616
  },
617
  {
618
  "epoch": 2.1252348152786475,
619
+ "grad_norm": 6.462090492248535,
620
+ "learning_rate": 1.9153203342618386e-05,
621
+ "loss": 0.2517,
622
  "step": 850
623
  },
624
  {
625
  "epoch": 2.150281778334377,
626
+ "grad_norm": 3.6385743618011475,
627
+ "learning_rate": 1.898607242339833e-05,
628
+ "loss": 0.2393,
629
  "step": 860
630
  },
631
  {
632
  "epoch": 2.1753287413901066,
633
+ "grad_norm": 4.627376556396484,
634
+ "learning_rate": 1.8818941504178272e-05,
635
+ "loss": 0.2414,
636
  "step": 870
637
  },
638
  {
639
  "epoch": 2.200375704445836,
640
+ "grad_norm": 5.165160179138184,
641
+ "learning_rate": 1.8651810584958216e-05,
642
+ "loss": 0.2357,
643
  "step": 880
644
  },
645
  {
646
  "epoch": 2.2254226675015656,
647
+ "grad_norm": 1.4684484004974365,
648
+ "learning_rate": 1.8484679665738164e-05,
649
+ "loss": 0.2548,
650
  "step": 890
651
  },
652
  {
653
  "epoch": 2.250469630557295,
654
+ "grad_norm": 3.5594701766967773,
655
+ "learning_rate": 1.8317548746518105e-05,
656
+ "loss": 0.2403,
657
  "step": 900
658
  },
659
  {
660
  "epoch": 2.2755165936130246,
661
+ "grad_norm": 3.314188003540039,
662
+ "learning_rate": 1.815041782729805e-05,
663
+ "loss": 0.2788,
664
  "step": 910
665
  },
666
  {
667
  "epoch": 2.300563556668754,
668
+ "grad_norm": 2.3456945419311523,
669
+ "learning_rate": 1.7983286908077995e-05,
670
+ "loss": 0.2707,
671
  "step": 920
672
  },
673
  {
674
  "epoch": 2.325610519724483,
675
+ "grad_norm": 3.4486682415008545,
676
+ "learning_rate": 1.781615598885794e-05,
677
+ "loss": 0.2304,
678
  "step": 930
679
  },
680
  {
681
  "epoch": 2.350657482780213,
682
+ "grad_norm": 3.3779501914978027,
683
+ "learning_rate": 1.7649025069637884e-05,
684
+ "loss": 0.2318,
685
  "step": 940
686
  },
687
  {
688
  "epoch": 2.375704445835942,
689
+ "grad_norm": 1.7540189027786255,
690
+ "learning_rate": 1.7481894150417828e-05,
691
+ "loss": 0.2125,
692
  "step": 950
693
  },
694
  {
695
  "epoch": 2.4007514088916717,
696
+ "grad_norm": 8.057242393493652,
697
+ "learning_rate": 1.731476323119777e-05,
698
+ "loss": 0.2407,
699
  "step": 960
700
  },
701
  {
702
  "epoch": 2.425798371947401,
703
+ "grad_norm": 3.5279042720794678,
704
+ "learning_rate": 1.7147632311977717e-05,
705
+ "loss": 0.2432,
706
  "step": 970
707
  },
708
  {
709
  "epoch": 2.4508453350031307,
710
+ "grad_norm": 4.324340343475342,
711
+ "learning_rate": 1.6980501392757662e-05,
712
+ "loss": 0.2316,
713
  "step": 980
714
  },
715
  {
716
  "epoch": 2.4758922980588602,
717
+ "grad_norm": 3.12505841255188,
718
+ "learning_rate": 1.6813370473537606e-05,
719
+ "loss": 0.2226,
720
  "step": 990
721
  },
722
  {
723
  "epoch": 2.5009392611145898,
724
+ "grad_norm": 3.6332638263702393,
725
+ "learning_rate": 1.6646239554317548e-05,
726
+ "loss": 0.2305,
727
  "step": 1000
728
  },
729
  {
730
  "epoch": 2.5259862241703193,
731
+ "grad_norm": 3.011505126953125,
732
+ "learning_rate": 1.6479108635097496e-05,
733
+ "loss": 0.2361,
734
  "step": 1010
735
  },
736
  {
737
  "epoch": 2.5510331872260488,
738
+ "grad_norm": 3.6663644313812256,
739
+ "learning_rate": 1.631197771587744e-05,
740
+ "loss": 0.2398,
741
  "step": 1020
742
  },
743
  {
744
  "epoch": 2.5760801502817783,
745
+ "grad_norm": 3.6134729385375977,
746
+ "learning_rate": 1.614484679665738e-05,
747
+ "loss": 0.1777,
748
  "step": 1030
749
  },
750
  {
751
  "epoch": 2.601127113337508,
752
+ "grad_norm": 3.180910587310791,
753
+ "learning_rate": 1.5977715877437326e-05,
754
+ "loss": 0.2304,
755
  "step": 1040
756
  },
757
  {
758
  "epoch": 2.6261740763932373,
759
+ "grad_norm": 2.667623281478882,
760
+ "learning_rate": 1.581058495821727e-05,
761
+ "loss": 0.1787,
762
  "step": 1050
763
  },
764
  {
765
  "epoch": 2.651221039448967,
766
+ "grad_norm": 6.972463130950928,
767
+ "learning_rate": 1.5643454038997215e-05,
768
+ "loss": 0.2026,
769
  "step": 1060
770
  },
771
  {
772
  "epoch": 2.6762680025046963,
773
+ "grad_norm": 1.4821382761001587,
774
+ "learning_rate": 1.547632311977716e-05,
775
+ "loss": 0.2295,
776
  "step": 1070
777
  },
778
  {
779
  "epoch": 2.701314965560426,
780
+ "grad_norm": 3.339320421218872,
781
+ "learning_rate": 1.5309192200557104e-05,
782
+ "loss": 0.2234,
783
  "step": 1080
784
  },
785
  {
786
  "epoch": 2.7263619286161553,
787
+ "grad_norm": 3.3274917602539062,
788
+ "learning_rate": 1.5142061281337047e-05,
789
+ "loss": 0.1899,
790
  "step": 1090
791
  },
792
  {
793
  "epoch": 2.751408891671885,
794
+ "grad_norm": 3.077637195587158,
795
+ "learning_rate": 1.4974930362116992e-05,
796
+ "loss": 0.1747,
797
  "step": 1100
798
  },
799
  {
800
  "epoch": 2.7764558547276144,
801
+ "grad_norm": 4.980368137359619,
802
+ "learning_rate": 1.4807799442896936e-05,
803
+ "loss": 0.2359,
804
  "step": 1110
805
  },
806
  {
807
  "epoch": 2.801502817783344,
808
+ "grad_norm": 3.46724534034729,
809
+ "learning_rate": 1.464066852367688e-05,
810
+ "loss": 0.1945,
811
  "step": 1120
812
  },
813
  {
814
  "epoch": 2.8265497808390734,
815
+ "grad_norm": 6.3585710525512695,
816
+ "learning_rate": 1.4473537604456825e-05,
817
+ "loss": 0.2356,
818
  "step": 1130
819
  },
820
  {
821
  "epoch": 2.851596743894803,
822
+ "grad_norm": 3.6611506938934326,
823
+ "learning_rate": 1.4306406685236768e-05,
824
+ "loss": 0.223,
825
  "step": 1140
826
  },
827
  {
828
  "epoch": 2.8766437069505324,
829
+ "grad_norm": 3.0758209228515625,
830
+ "learning_rate": 1.4139275766016714e-05,
831
+ "loss": 0.2675,
832
  "step": 1150
833
  },
834
  {
835
  "epoch": 2.9016906700062615,
836
+ "grad_norm": 3.0930421352386475,
837
+ "learning_rate": 1.3972144846796657e-05,
838
+ "loss": 0.2342,
839
  "step": 1160
840
  },
841
  {
842
  "epoch": 2.9267376330619914,
843
+ "grad_norm": 3.915057897567749,
844
+ "learning_rate": 1.3805013927576602e-05,
845
+ "loss": 0.2089,
846
  "step": 1170
847
  },
848
  {
849
  "epoch": 2.9517845961177205,
850
+ "grad_norm": 3.755885601043701,
851
+ "learning_rate": 1.3637883008356546e-05,
852
+ "loss": 0.2251,
853
  "step": 1180
854
  },
855
  {
856
  "epoch": 2.9768315591734504,
857
+ "grad_norm": 3.1619045734405518,
858
+ "learning_rate": 1.3470752089136491e-05,
859
+ "loss": 0.1927,
860
  "step": 1190
861
  },
862
  {
863
  "epoch": 3.0,
864
+ "grad_norm": 3.681858539581299,
865
+ "learning_rate": 1.3303621169916434e-05,
866
+ "loss": 0.217,
867
  "step": 1200
868
  },
869
  {
870
  "epoch": 3.0,
871
+ "eval_accuracy": 0.9766107678729038,
872
+ "eval_loss": 0.1263045072555542,
873
+ "eval_runtime": 4.7057,
874
+ "eval_samples_per_second": 1444.62,
875
+ "eval_steps_per_second": 45.264,
876
  "step": 1200
877
  },
878
  {
879
  "epoch": 3.0250469630557295,
880
+ "grad_norm": 4.34127140045166,
881
+ "learning_rate": 1.313649025069638e-05,
882
+ "loss": 0.2222,
883
  "step": 1210
884
  },
885
  {
886
  "epoch": 3.050093926111459,
887
+ "grad_norm": 2.2270660400390625,
888
+ "learning_rate": 1.2969359331476323e-05,
889
+ "loss": 0.1822,
890
  "step": 1220
891
  },
892
  {
893
  "epoch": 3.0751408891671885,
894
+ "grad_norm": 3.879969358444214,
895
+ "learning_rate": 1.2802228412256267e-05,
896
+ "loss": 0.1947,
897
  "step": 1230
898
  },
899
  {
900
  "epoch": 3.100187852222918,
901
+ "grad_norm": 4.284245491027832,
902
+ "learning_rate": 1.2635097493036212e-05,
903
+ "loss": 0.2126,
904
  "step": 1240
905
  },
906
  {
907
  "epoch": 3.1252348152786475,
908
+ "grad_norm": 3.0802762508392334,
909
+ "learning_rate": 1.2467966573816157e-05,
910
+ "loss": 0.1954,
911
  "step": 1250
912
  },
913
  {
914
  "epoch": 3.150281778334377,
915
+ "grad_norm": 4.699860095977783,
916
+ "learning_rate": 1.2300835654596101e-05,
917
+ "loss": 0.2189,
918
  "step": 1260
919
  },
920
  {
921
  "epoch": 3.1753287413901066,
922
+ "grad_norm": 4.755823612213135,
923
+ "learning_rate": 1.2133704735376046e-05,
924
+ "loss": 0.2019,
925
  "step": 1270
926
  },
927
  {
928
  "epoch": 3.200375704445836,
929
+ "grad_norm": 4.778765678405762,
930
+ "learning_rate": 1.1966573816155989e-05,
931
+ "loss": 0.1987,
932
  "step": 1280
933
  },
934
  {
935
  "epoch": 3.2254226675015656,
936
+ "grad_norm": 4.719218730926514,
937
+ "learning_rate": 1.1799442896935935e-05,
938
+ "loss": 0.1947,
939
  "step": 1290
940
  },
941
  {
942
  "epoch": 3.250469630557295,
943
+ "grad_norm": 4.547497272491455,
944
+ "learning_rate": 1.1632311977715878e-05,
945
+ "loss": 0.2097,
946
  "step": 1300
947
  },
948
  {
949
  "epoch": 3.2755165936130246,
950
+ "grad_norm": 2.1130096912384033,
951
+ "learning_rate": 1.1465181058495822e-05,
952
+ "loss": 0.1327,
953
  "step": 1310
954
  },
955
  {
956
  "epoch": 3.300563556668754,
957
+ "grad_norm": 4.512012958526611,
958
+ "learning_rate": 1.1298050139275767e-05,
959
+ "loss": 0.178,
960
  "step": 1320
961
  },
962
  {
963
  "epoch": 3.325610519724483,
964
+ "grad_norm": 2.9694018363952637,
965
+ "learning_rate": 1.1130919220055711e-05,
966
+ "loss": 0.2077,
967
  "step": 1330
968
  },
969
  {
970
  "epoch": 3.350657482780213,
971
+ "grad_norm": 2.5430564880371094,
972
+ "learning_rate": 1.0963788300835654e-05,
973
+ "loss": 0.1774,
974
  "step": 1340
975
  },
976
  {
977
  "epoch": 3.375704445835942,
978
+ "grad_norm": 5.131649971008301,
979
+ "learning_rate": 1.0796657381615599e-05,
980
+ "loss": 0.2013,
981
  "step": 1350
982
  },
983
  {
984
  "epoch": 3.4007514088916717,
985
+ "grad_norm": 3.391754627227783,
986
+ "learning_rate": 1.0629526462395543e-05,
987
+ "loss": 0.1772,
988
  "step": 1360
989
  },
990
  {
991
  "epoch": 3.425798371947401,
992
+ "grad_norm": 3.4772632122039795,
993
+ "learning_rate": 1.0462395543175486e-05,
994
+ "loss": 0.1597,
995
  "step": 1370
996
  },
997
  {
998
  "epoch": 3.4508453350031307,
999
+ "grad_norm": 3.5944013595581055,
1000
+ "learning_rate": 1.0295264623955432e-05,
1001
+ "loss": 0.2192,
1002
  "step": 1380
1003
  },
1004
  {
1005
  "epoch": 3.4758922980588602,
1006
+ "grad_norm": 2.526901960372925,
1007
+ "learning_rate": 1.0128133704735375e-05,
1008
+ "loss": 0.168,
1009
  "step": 1390
1010
  },
1011
  {
1012
  "epoch": 3.5009392611145898,
1013
+ "grad_norm": 3.234485626220703,
1014
+ "learning_rate": 9.961002785515322e-06,
1015
+ "loss": 0.2007,
1016
  "step": 1400
1017
  },
1018
  {
1019
  "epoch": 3.5259862241703193,
1020
+ "grad_norm": 4.3917622566223145,
1021
+ "learning_rate": 9.793871866295264e-06,
1022
+ "loss": 0.1766,
1023
  "step": 1410
1024
  },
1025
  {
1026
  "epoch": 3.5510331872260488,
1027
+ "grad_norm": 1.4780800342559814,
1028
+ "learning_rate": 9.626740947075209e-06,
1029
+ "loss": 0.1738,
1030
  "step": 1420
1031
  },
1032
  {
1033
  "epoch": 3.5760801502817783,
1034
+ "grad_norm": 3.670740842819214,
1035
+ "learning_rate": 9.459610027855154e-06,
1036
+ "loss": 0.2033,
1037
  "step": 1430
1038
  },
1039
  {
1040
  "epoch": 3.601127113337508,
1041
+ "grad_norm": 4.08475923538208,
1042
+ "learning_rate": 9.292479108635098e-06,
1043
+ "loss": 0.1638,
1044
  "step": 1440
1045
  },
1046
  {
1047
  "epoch": 3.6261740763932373,
1048
+ "grad_norm": 3.445945978164673,
1049
+ "learning_rate": 9.125348189415041e-06,
1050
+ "loss": 0.1854,
1051
  "step": 1450
1052
  },
1053
  {
1054
  "epoch": 3.651221039448967,
1055
+ "grad_norm": 3.1884312629699707,
1056
+ "learning_rate": 8.958217270194987e-06,
1057
+ "loss": 0.1967,
1058
  "step": 1460
1059
  },
1060
  {
1061
  "epoch": 3.6762680025046963,
1062
+ "grad_norm": 1.9130624532699585,
1063
+ "learning_rate": 8.79108635097493e-06,
1064
+ "loss": 0.1618,
1065
  "step": 1470
1066
  },
1067
  {
1068
  "epoch": 3.701314965560426,
1069
+ "grad_norm": 1.0646212100982666,
1070
+ "learning_rate": 8.623955431754875e-06,
1071
+ "loss": 0.1816,
1072
  "step": 1480
1073
  },
1074
  {
1075
  "epoch": 3.7263619286161553,
1076
+ "grad_norm": 3.629429817199707,
1077
+ "learning_rate": 8.45682451253482e-06,
1078
+ "loss": 0.1432,
1079
  "step": 1490
1080
  },
1081
  {
1082
  "epoch": 3.751408891671885,
1083
+ "grad_norm": 2.1418120861053467,
1084
+ "learning_rate": 8.289693593314764e-06,
1085
+ "loss": 0.1662,
1086
  "step": 1500
1087
  },
1088
  {
1089
  "epoch": 3.7764558547276144,
1090
+ "grad_norm": 3.682490825653076,
1091
+ "learning_rate": 8.122562674094707e-06,
1092
+ "loss": 0.1819,
1093
  "step": 1510
1094
  },
1095
  {
1096
  "epoch": 3.801502817783344,
1097
+ "grad_norm": 2.9112191200256348,
1098
+ "learning_rate": 7.955431754874653e-06,
1099
+ "loss": 0.1785,
1100
  "step": 1520
1101
  },
1102
  {
1103
  "epoch": 3.8265497808390734,
1104
+ "grad_norm": 3.727522134780884,
1105
+ "learning_rate": 7.788300835654596e-06,
1106
+ "loss": 0.1476,
1107
  "step": 1530
1108
  },
1109
  {
1110
  "epoch": 3.851596743894803,
1111
+ "grad_norm": 4.77044153213501,
1112
+ "learning_rate": 7.621169916434541e-06,
1113
+ "loss": 0.1668,
1114
  "step": 1540
1115
  },
1116
  {
1117
  "epoch": 3.8766437069505324,
1118
+ "grad_norm": 2.953248977661133,
1119
+ "learning_rate": 7.454038997214485e-06,
1120
+ "loss": 0.1712,
1121
  "step": 1550
1122
  },
1123
  {
1124
  "epoch": 3.9016906700062615,
1125
+ "grad_norm": 4.06650972366333,
1126
+ "learning_rate": 7.2869080779944286e-06,
1127
+ "loss": 0.1621,
1128
  "step": 1560
1129
  },
1130
  {
1131
  "epoch": 3.9267376330619914,
1132
+ "grad_norm": 4.628715991973877,
1133
+ "learning_rate": 7.119777158774373e-06,
1134
+ "loss": 0.1513,
1135
  "step": 1570
1136
  },
1137
  {
1138
  "epoch": 3.9517845961177205,
1139
+ "grad_norm": 2.5671701431274414,
1140
+ "learning_rate": 6.952646239554318e-06,
1141
+ "loss": 0.1918,
1142
  "step": 1580
1143
  },
1144
  {
1145
  "epoch": 3.9768315591734504,
1146
+ "grad_norm": 4.511129379272461,
1147
+ "learning_rate": 6.785515320334261e-06,
1148
+ "loss": 0.1957,
1149
  "step": 1590
1150
  },
1151
  {
1152
  "epoch": 4.0,
1153
+ "grad_norm": 1.4342707395553589,
1154
+ "learning_rate": 6.618384401114206e-06,
1155
+ "loss": 0.1529,
1156
  "step": 1600
1157
  },
1158
  {
1159
  "epoch": 4.0,
1160
+ "eval_accuracy": 0.9805825242718447,
1161
+ "eval_loss": 0.10449180752038956,
1162
+ "eval_runtime": 4.637,
1163
+ "eval_samples_per_second": 1466.037,
1164
+ "eval_steps_per_second": 45.935,
1165
  "step": 1600
1166
  },
1167
  {
1168
  "epoch": 4.025046963055729,
1169
+ "grad_norm": 3.8492510318756104,
1170
+ "learning_rate": 6.4512534818941505e-06,
1171
+ "loss": 0.1797,
1172
  "step": 1610
1173
  },
1174
  {
1175
  "epoch": 4.050093926111459,
1176
+ "grad_norm": 4.300637245178223,
1177
+ "learning_rate": 6.284122562674095e-06,
1178
+ "loss": 0.1598,
1179
  "step": 1620
1180
  },
1181
  {
1182
  "epoch": 4.075140889167188,
1183
+ "grad_norm": 1.9370712041854858,
1184
+ "learning_rate": 6.116991643454039e-06,
1185
+ "loss": 0.1746,
1186
  "step": 1630
1187
  },
1188
  {
1189
  "epoch": 4.100187852222918,
1190
+ "grad_norm": 2.7867672443389893,
1191
+ "learning_rate": 5.949860724233983e-06,
1192
+ "loss": 0.1913,
1193
  "step": 1640
1194
  },
1195
  {
1196
  "epoch": 4.125234815278647,
1197
+ "grad_norm": 3.536440372467041,
1198
+ "learning_rate": 5.782729805013928e-06,
1199
+ "loss": 0.1731,
1200
  "step": 1650
1201
  },
1202
  {
1203
  "epoch": 4.150281778334377,
1204
+ "grad_norm": 3.2297356128692627,
1205
+ "learning_rate": 5.615598885793872e-06,
1206
+ "loss": 0.2019,
1207
  "step": 1660
1208
  },
1209
  {
1210
  "epoch": 4.175328741390106,
1211
+ "grad_norm": 5.139032363891602,
1212
+ "learning_rate": 5.448467966573816e-06,
1213
+ "loss": 0.1793,
1214
  "step": 1670
1215
  },
1216
  {
1217
  "epoch": 4.200375704445836,
1218
+ "grad_norm": 3.031764030456543,
1219
+ "learning_rate": 5.281337047353761e-06,
1220
+ "loss": 0.1836,
1221
  "step": 1680
1222
  },
1223
  {
1224
  "epoch": 4.225422667501565,
1225
+ "grad_norm": 2.6612586975097656,
1226
+ "learning_rate": 5.114206128133705e-06,
1227
+ "loss": 0.1629,
1228
  "step": 1690
1229
  },
1230
  {
1231
  "epoch": 4.250469630557295,
1232
+ "grad_norm": 2.8296072483062744,
1233
+ "learning_rate": 4.947075208913649e-06,
1234
+ "loss": 0.1691,
1235
  "step": 1700
1236
  },
1237
  {
1238
  "epoch": 4.275516593613024,
1239
+ "grad_norm": 4.683578968048096,
1240
+ "learning_rate": 4.7799442896935936e-06,
1241
+ "loss": 0.1489,
1242
  "step": 1710
1243
  },
1244
  {
1245
  "epoch": 4.300563556668754,
1246
+ "grad_norm": 3.7361319065093994,
1247
+ "learning_rate": 4.612813370473538e-06,
1248
+ "loss": 0.1453,
1249
  "step": 1720
1250
  },
1251
  {
1252
  "epoch": 4.325610519724483,
1253
+ "grad_norm": 4.293661117553711,
1254
+ "learning_rate": 4.445682451253482e-06,
1255
+ "loss": 0.1445,
1256
  "step": 1730
1257
  },
1258
  {
1259
  "epoch": 4.350657482780213,
1260
+ "grad_norm": 3.1756207942962646,
1261
+ "learning_rate": 4.278551532033426e-06,
1262
+ "loss": 0.1523,
1263
  "step": 1740
1264
  },
1265
  {
1266
  "epoch": 4.375704445835942,
1267
+ "grad_norm": 3.921405792236328,
1268
+ "learning_rate": 4.111420612813371e-06,
1269
+ "loss": 0.1603,
1270
  "step": 1750
1271
  },
1272
  {
1273
  "epoch": 4.400751408891672,
1274
+ "grad_norm": 2.8336334228515625,
1275
+ "learning_rate": 3.944289693593315e-06,
1276
+ "loss": 0.1764,
1277
  "step": 1760
1278
  },
1279
  {
1280
  "epoch": 4.425798371947401,
1281
+ "grad_norm": 3.7013275623321533,
1282
+ "learning_rate": 3.7771587743732592e-06,
1283
+ "loss": 0.1481,
1284
  "step": 1770
1285
  },
1286
  {
1287
  "epoch": 4.450845335003131,
1288
+ "grad_norm": 1.9302759170532227,
1289
+ "learning_rate": 3.6100278551532034e-06,
1290
+ "loss": 0.1526,
1291
  "step": 1780
1292
  },
1293
  {
1294
  "epoch": 4.47589229805886,
1295
+ "grad_norm": 4.772688865661621,
1296
+ "learning_rate": 3.4428969359331475e-06,
1297
+ "loss": 0.1595,
1298
  "step": 1790
1299
  },
1300
  {
1301
  "epoch": 4.50093926111459,
1302
+ "grad_norm": 3.1509013175964355,
1303
+ "learning_rate": 3.275766016713092e-06,
1304
+ "loss": 0.1384,
1305
  "step": 1800
1306
  },
1307
  {
1308
  "epoch": 4.525986224170319,
1309
+ "grad_norm": 2.2213551998138428,
1310
+ "learning_rate": 3.108635097493036e-06,
1311
+ "loss": 0.1542,
1312
  "step": 1810
1313
  },
1314
  {
1315
  "epoch": 4.551033187226049,
1316
+ "grad_norm": 2.7349748611450195,
1317
+ "learning_rate": 2.9415041782729803e-06,
1318
+ "loss": 0.1739,
1319
  "step": 1820
1320
  },
1321
  {
1322
  "epoch": 4.576080150281778,
1323
+ "grad_norm": 5.009521961212158,
1324
+ "learning_rate": 2.774373259052925e-06,
1325
+ "loss": 0.1355,
1326
  "step": 1830
1327
  },
1328
  {
1329
  "epoch": 4.601127113337508,
1330
+ "grad_norm": 3.5362050533294678,
1331
+ "learning_rate": 2.607242339832869e-06,
1332
+ "loss": 0.1335,
1333
  "step": 1840
1334
  },
1335
  {
1336
  "epoch": 4.626174076393237,
1337
+ "grad_norm": 4.31157922744751,
1338
+ "learning_rate": 2.4401114206128136e-06,
1339
+ "loss": 0.1848,
1340
  "step": 1850
1341
  },
1342
  {
1343
  "epoch": 4.651221039448966,
1344
+ "grad_norm": 3.6075448989868164,
1345
+ "learning_rate": 2.2729805013927577e-06,
1346
+ "loss": 0.1763,
1347
  "step": 1860
1348
  },
1349
  {
1350
  "epoch": 4.676268002504696,
1351
+ "grad_norm": 3.1636250019073486,
1352
+ "learning_rate": 2.1058495821727023e-06,
1353
+ "loss": 0.1672,
1354
  "step": 1870
1355
  },
1356
  {
1357
  "epoch": 4.701314965560426,
1358
+ "grad_norm": 0.7837923169136047,
1359
+ "learning_rate": 1.9387186629526464e-06,
1360
+ "loss": 0.1223,
1361
  "step": 1880
1362
  },
1363
  {
1364
  "epoch": 4.726361928616155,
1365
+ "grad_norm": 3.2040278911590576,
1366
+ "learning_rate": 1.7715877437325906e-06,
1367
+ "loss": 0.1676,
1368
  "step": 1890
1369
  },
1370
  {
1371
  "epoch": 4.751408891671884,
1372
+ "grad_norm": 2.6808199882507324,
1373
+ "learning_rate": 1.604456824512535e-06,
1374
+ "loss": 0.1606,
1375
  "step": 1900
1376
  },
1377
  {
1378
  "epoch": 4.776455854727614,
1379
+ "grad_norm": 2.356374979019165,
1380
+ "learning_rate": 1.437325905292479e-06,
1381
+ "loss": 0.1655,
1382
  "step": 1910
1383
  },
1384
  {
1385
  "epoch": 4.801502817783343,
1386
+ "grad_norm": 3.077162504196167,
1387
+ "learning_rate": 1.2701949860724234e-06,
1388
+ "loss": 0.1332,
1389
  "step": 1920
1390
  },
1391
  {
1392
  "epoch": 4.826549780839073,
1393
+ "grad_norm": 3.580504894256592,
1394
+ "learning_rate": 1.1030640668523677e-06,
1395
+ "loss": 0.1687,
1396
  "step": 1930
1397
  },
1398
  {
1399
  "epoch": 4.851596743894802,
1400
+ "grad_norm": 4.193363189697266,
1401
+ "learning_rate": 9.35933147632312e-07,
1402
+ "loss": 0.163,
1403
  "step": 1940
1404
  },
1405
  {
1406
  "epoch": 4.876643706950532,
1407
+ "grad_norm": 3.2785427570343018,
1408
+ "learning_rate": 7.688022284122563e-07,
1409
+ "loss": 0.1546,
1410
  "step": 1950
1411
  },
1412
  {
1413
  "epoch": 4.9016906700062615,
1414
+ "grad_norm": 2.1263206005096436,
1415
+ "learning_rate": 6.016713091922006e-07,
1416
+ "loss": 0.1445,
1417
  "step": 1960
1418
  },
1419
  {
1420
  "epoch": 4.926737633061991,
1421
+ "grad_norm": 1.8054914474487305,
1422
+ "learning_rate": 4.3454038997214486e-07,
1423
+ "loss": 0.1489,
1424
  "step": 1970
1425
  },
1426
  {
1427
  "epoch": 4.9517845961177205,
1428
+ "grad_norm": 2.179539680480957,
1429
+ "learning_rate": 2.6740947075208915e-07,
1430
+ "loss": 0.1632,
1431
  "step": 1980
1432
  },
1433
  {
1434
  "epoch": 4.97683155917345,
1435
+ "grad_norm": 2.8142571449279785,
1436
+ "learning_rate": 1.0027855153203343e-07,
1437
+ "loss": 0.15,
1438
  "step": 1990
1439
  },
1440
  {
1441
  "epoch": 4.989355040701315,
1442
+ "eval_accuracy": 0.9814651368049426,
1443
+ "eval_loss": 0.09822726994752884,
1444
+ "eval_runtime": 4.7671,
1445
+ "eval_samples_per_second": 1426.026,
1446
+ "eval_steps_per_second": 44.681,
1447
  "step": 1995
1448
  },
1449
  {
1450
  "epoch": 4.989355040701315,
1451
  "step": 1995,
1452
+ "total_flos": 2.357895379209216e+18,
1453
+ "train_loss": 0.5734889231528854,
1454
+ "train_runtime": 654.1726,
1455
+ "train_samples_per_second": 390.524,
1456
+ "train_steps_per_second": 3.05
1457
  }
1458
  ],
1459
  "logging_steps": 10,
 
1473
  "attributes": {}
1474
  }
1475
  },
1476
+ "total_flos": 2.357895379209216e+18,
1477
  "train_batch_size": 32,
1478
  "trial_name": null,
1479
  "trial_params": null