File size: 19,407 Bytes
d8b1d73
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
{
  "best_metric": 0.8355,
  "best_model_checkpoint": "rtdetr-finetuned/checkpoint-1314",
  "epoch": 10.0,
  "eval_steps": 500,
  "global_step": 2190,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 21.423444747924805,
      "learning_rate": 9.817351598173517e-06,
      "loss": 31.6046,
      "step": 219
    },
    {
      "epoch": 1.0,
      "eval_loss": 12.543435096740723,
      "eval_map": 0.3553,
      "eval_map_50": 0.4457,
      "eval_map_75": 0.3805,
      "eval_map_baseball-bat": 0.6878,
      "eval_map_basketball": 0.0337,
      "eval_map_car": -1.0,
      "eval_map_football": 0.1746,
      "eval_map_human": 0.4718,
      "eval_map_large": 0.4479,
      "eval_map_luggage": 0.1939,
      "eval_map_mattress": 0.139,
      "eval_map_medium": 0.4559,
      "eval_map_motorcycle": 0.5451,
      "eval_map_skis": 0.9133,
      "eval_map_small": 0.2717,
      "eval_map_snowboard": 0.4051,
      "eval_map_soccer-ball": 0.3034,
      "eval_map_stop-sign": 0.3931,
      "eval_map_tennis-racket": 0.3464,
      "eval_map_umbrella": 0.2395,
      "eval_map_volleyball": 0.1274,
      "eval_mar_1": 0.5615,
      "eval_mar_10": 0.7432,
      "eval_mar_100": 0.7718,
      "eval_mar_100_baseball-bat": 0.9023,
      "eval_mar_100_basketball": 0.5289,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.4829,
      "eval_mar_100_human": 0.8344,
      "eval_mar_100_luggage": 0.8512,
      "eval_mar_100_mattress": 0.9643,
      "eval_mar_100_motorcycle": 0.9288,
      "eval_mar_100_skis": 0.9891,
      "eval_mar_100_snowboard": 0.9817,
      "eval_mar_100_soccer-ball": 0.4481,
      "eval_mar_100_stop-sign": 0.9455,
      "eval_mar_100_tennis-racket": 0.615,
      "eval_mar_100_umbrella": 0.8765,
      "eval_mar_100_volleyball": 0.4561,
      "eval_mar_large": 0.9496,
      "eval_mar_medium": 0.873,
      "eval_mar_small": 0.5413,
      "eval_runtime": 77.2656,
      "eval_samples_per_second": 19.414,
      "eval_steps_per_second": 0.608,
      "step": 219
    },
    {
      "epoch": 2.0,
      "grad_norm": 21.58917999267578,
      "learning_rate": 9.7238069845203e-06,
      "loss": 11.2376,
      "step": 438
    },
    {
      "epoch": 2.0,
      "eval_loss": 8.708562850952148,
      "eval_map": 0.7492,
      "eval_map_50": 0.8518,
      "eval_map_75": 0.8382,
      "eval_map_baseball-bat": 0.8225,
      "eval_map_basketball": 0.7335,
      "eval_map_car": -1.0,
      "eval_map_football": 0.5246,
      "eval_map_human": 0.8272,
      "eval_map_large": 0.7802,
      "eval_map_luggage": 0.8351,
      "eval_map_mattress": 0.2917,
      "eval_map_medium": 0.8229,
      "eval_map_motorcycle": 0.8814,
      "eval_map_skis": 0.9763,
      "eval_map_small": 0.6809,
      "eval_map_snowboard": 0.9795,
      "eval_map_soccer-ball": 0.7605,
      "eval_map_stop-sign": 0.9176,
      "eval_map_tennis-racket": 0.8631,
      "eval_map_umbrella": 0.4335,
      "eval_map_volleyball": 0.6428,
      "eval_mar_1": 0.7521,
      "eval_mar_10": 0.8824,
      "eval_mar_100": 0.8898,
      "eval_mar_100_baseball-bat": 0.9069,
      "eval_mar_100_basketball": 0.8417,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.6187,
      "eval_mar_100_human": 0.9075,
      "eval_mar_100_luggage": 0.91,
      "eval_mar_100_mattress": 0.9978,
      "eval_mar_100_motorcycle": 0.9449,
      "eval_mar_100_skis": 0.9916,
      "eval_mar_100_snowboard": 0.9963,
      "eval_mar_100_soccer-ball": 0.8211,
      "eval_mar_100_stop-sign": 0.9746,
      "eval_mar_100_tennis-racket": 0.9088,
      "eval_mar_100_umbrella": 0.9109,
      "eval_mar_100_volleyball": 0.7265,
      "eval_mar_large": 0.9652,
      "eval_mar_medium": 0.9257,
      "eval_mar_small": 0.7682,
      "eval_runtime": 76.6191,
      "eval_samples_per_second": 19.577,
      "eval_steps_per_second": 0.613,
      "step": 438
    },
    {
      "epoch": 3.0,
      "grad_norm": 33.09619140625,
      "learning_rate": 8.908103360643527e-06,
      "loss": 7.5378,
      "step": 657
    },
    {
      "epoch": 3.0,
      "eval_loss": 7.589537620544434,
      "eval_map": 0.7926,
      "eval_map_50": 0.8861,
      "eval_map_75": 0.874,
      "eval_map_baseball-bat": 0.8325,
      "eval_map_basketball": 0.7675,
      "eval_map_car": -1.0,
      "eval_map_football": 0.5341,
      "eval_map_human": 0.8536,
      "eval_map_large": 0.8452,
      "eval_map_luggage": 0.8621,
      "eval_map_mattress": 0.3232,
      "eval_map_medium": 0.8732,
      "eval_map_motorcycle": 0.9099,
      "eval_map_skis": 0.9589,
      "eval_map_small": 0.7165,
      "eval_map_snowboard": 0.9779,
      "eval_map_soccer-ball": 0.7949,
      "eval_map_stop-sign": 0.9557,
      "eval_map_tennis-racket": 0.874,
      "eval_map_umbrella": 0.7466,
      "eval_map_volleyball": 0.7061,
      "eval_mar_1": 0.7772,
      "eval_mar_10": 0.8976,
      "eval_mar_100": 0.9033,
      "eval_mar_100_baseball-bat": 0.9096,
      "eval_mar_100_basketball": 0.8908,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.6171,
      "eval_mar_100_human": 0.9323,
      "eval_mar_100_luggage": 0.9288,
      "eval_mar_100_mattress": 0.9995,
      "eval_mar_100_motorcycle": 0.9534,
      "eval_mar_100_skis": 0.9851,
      "eval_mar_100_snowboard": 0.9968,
      "eval_mar_100_soccer-ball": 0.8422,
      "eval_mar_100_stop-sign": 0.9799,
      "eval_mar_100_tennis-racket": 0.9187,
      "eval_mar_100_umbrella": 0.908,
      "eval_mar_100_volleyball": 0.7833,
      "eval_mar_large": 0.9808,
      "eval_mar_medium": 0.9368,
      "eval_mar_small": 0.7944,
      "eval_runtime": 76.0988,
      "eval_samples_per_second": 19.711,
      "eval_steps_per_second": 0.618,
      "step": 657
    },
    {
      "epoch": 4.0,
      "grad_norm": 48.59640884399414,
      "learning_rate": 7.651178483617371e-06,
      "loss": 6.7821,
      "step": 876
    },
    {
      "epoch": 4.0,
      "eval_loss": 6.954771995544434,
      "eval_map": 0.7906,
      "eval_map_50": 0.8773,
      "eval_map_75": 0.8662,
      "eval_map_baseball-bat": 0.8386,
      "eval_map_basketball": 0.738,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4264,
      "eval_map_human": 0.83,
      "eval_map_large": 0.8692,
      "eval_map_luggage": 0.8657,
      "eval_map_mattress": 0.4204,
      "eval_map_medium": 0.8658,
      "eval_map_motorcycle": 0.9153,
      "eval_map_skis": 0.955,
      "eval_map_small": 0.6944,
      "eval_map_snowboard": 0.9727,
      "eval_map_soccer-ball": 0.8047,
      "eval_map_stop-sign": 0.9495,
      "eval_map_tennis-racket": 0.8817,
      "eval_map_umbrella": 0.7954,
      "eval_map_volleyball": 0.6753,
      "eval_mar_1": 0.7707,
      "eval_mar_10": 0.8882,
      "eval_mar_100": 0.8931,
      "eval_mar_100_baseball-bat": 0.9153,
      "eval_mar_100_basketball": 0.8742,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5058,
      "eval_mar_100_human": 0.9254,
      "eval_mar_100_luggage": 0.9297,
      "eval_mar_100_mattress": 0.9995,
      "eval_mar_100_motorcycle": 0.9537,
      "eval_mar_100_skis": 0.9891,
      "eval_mar_100_snowboard": 0.9924,
      "eval_mar_100_soccer-ball": 0.8542,
      "eval_mar_100_stop-sign": 0.9869,
      "eval_mar_100_tennis-racket": 0.9254,
      "eval_mar_100_umbrella": 0.8976,
      "eval_mar_100_volleyball": 0.7549,
      "eval_mar_large": 0.9677,
      "eval_mar_medium": 0.9347,
      "eval_mar_small": 0.763,
      "eval_runtime": 76.5586,
      "eval_samples_per_second": 19.593,
      "eval_steps_per_second": 0.614,
      "step": 876
    },
    {
      "epoch": 5.0,
      "grad_norm": 34.4538688659668,
      "learning_rate": 6.104636043846787e-06,
      "loss": 6.4517,
      "step": 1095
    },
    {
      "epoch": 5.0,
      "eval_loss": 6.287624835968018,
      "eval_map": 0.8217,
      "eval_map_50": 0.9052,
      "eval_map_75": 0.8965,
      "eval_map_baseball-bat": 0.8384,
      "eval_map_basketball": 0.7994,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4948,
      "eval_map_human": 0.8404,
      "eval_map_large": 0.884,
      "eval_map_luggage": 0.8765,
      "eval_map_mattress": 0.5335,
      "eval_map_medium": 0.8867,
      "eval_map_motorcycle": 0.927,
      "eval_map_skis": 0.9504,
      "eval_map_small": 0.7345,
      "eval_map_snowboard": 0.9766,
      "eval_map_soccer-ball": 0.8183,
      "eval_map_stop-sign": 0.946,
      "eval_map_tennis-racket": 0.8881,
      "eval_map_umbrella": 0.8387,
      "eval_map_volleyball": 0.7759,
      "eval_mar_1": 0.7885,
      "eval_mar_10": 0.9066,
      "eval_mar_100": 0.9107,
      "eval_mar_100_baseball-bat": 0.92,
      "eval_mar_100_basketball": 0.9156,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5703,
      "eval_mar_100_human": 0.9363,
      "eval_mar_100_luggage": 0.9391,
      "eval_mar_100_mattress": 0.9946,
      "eval_mar_100_motorcycle": 0.9651,
      "eval_mar_100_skis": 0.995,
      "eval_mar_100_snowboard": 0.9947,
      "eval_mar_100_soccer-ball": 0.8602,
      "eval_mar_100_stop-sign": 0.9813,
      "eval_mar_100_tennis-racket": 0.9259,
      "eval_mar_100_umbrella": 0.9205,
      "eval_mar_100_volleyball": 0.8306,
      "eval_mar_large": 0.9705,
      "eval_mar_medium": 0.9448,
      "eval_mar_small": 0.8055,
      "eval_runtime": 77.9013,
      "eval_samples_per_second": 19.255,
      "eval_steps_per_second": 0.603,
      "step": 1095
    },
    {
      "epoch": 6.0,
      "grad_norm": 20.521757125854492,
      "learning_rate": 4.462477162756361e-06,
      "loss": 6.1454,
      "step": 1314
    },
    {
      "epoch": 6.0,
      "eval_loss": 5.868825435638428,
      "eval_map": 0.8355,
      "eval_map_50": 0.9186,
      "eval_map_75": 0.9086,
      "eval_map_baseball-bat": 0.8577,
      "eval_map_basketball": 0.7904,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4838,
      "eval_map_human": 0.8723,
      "eval_map_large": 0.9026,
      "eval_map_luggage": 0.8782,
      "eval_map_mattress": 0.6114,
      "eval_map_medium": 0.8939,
      "eval_map_motorcycle": 0.9296,
      "eval_map_skis": 0.9826,
      "eval_map_small": 0.7416,
      "eval_map_snowboard": 0.9772,
      "eval_map_soccer-ball": 0.8218,
      "eval_map_stop-sign": 0.9541,
      "eval_map_tennis-racket": 0.887,
      "eval_map_umbrella": 0.851,
      "eval_map_volleyball": 0.7993,
      "eval_mar_1": 0.7975,
      "eval_mar_10": 0.91,
      "eval_mar_100": 0.9135,
      "eval_mar_100_baseball-bat": 0.9237,
      "eval_mar_100_basketball": 0.9206,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5638,
      "eval_mar_100_human": 0.9423,
      "eval_mar_100_luggage": 0.9378,
      "eval_mar_100_mattress": 0.9982,
      "eval_mar_100_motorcycle": 0.9638,
      "eval_mar_100_skis": 0.9965,
      "eval_mar_100_snowboard": 0.9953,
      "eval_mar_100_soccer-ball": 0.8638,
      "eval_mar_100_stop-sign": 0.9866,
      "eval_mar_100_tennis-racket": 0.9285,
      "eval_mar_100_umbrella": 0.9228,
      "eval_mar_100_volleyball": 0.8458,
      "eval_mar_large": 0.973,
      "eval_mar_medium": 0.9477,
      "eval_mar_small": 0.8094,
      "eval_runtime": 77.9118,
      "eval_samples_per_second": 19.253,
      "eval_steps_per_second": 0.603,
      "step": 1314
    },
    {
      "epoch": 7.0,
      "grad_norm": 45.06382751464844,
      "learning_rate": 2.907858739236264e-06,
      "loss": 6.0567,
      "step": 1533
    },
    {
      "epoch": 7.0,
      "eval_loss": 5.964095115661621,
      "eval_map": 0.8278,
      "eval_map_50": 0.9084,
      "eval_map_75": 0.9005,
      "eval_map_baseball-bat": 0.8531,
      "eval_map_basketball": 0.7819,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4727,
      "eval_map_human": 0.8434,
      "eval_map_large": 0.89,
      "eval_map_luggage": 0.8774,
      "eval_map_mattress": 0.5438,
      "eval_map_medium": 0.8944,
      "eval_map_motorcycle": 0.9232,
      "eval_map_skis": 0.9791,
      "eval_map_small": 0.7434,
      "eval_map_snowboard": 0.9771,
      "eval_map_soccer-ball": 0.8241,
      "eval_map_stop-sign": 0.9609,
      "eval_map_tennis-racket": 0.8909,
      "eval_map_umbrella": 0.8533,
      "eval_map_volleyball": 0.8084,
      "eval_mar_1": 0.7917,
      "eval_mar_10": 0.9098,
      "eval_mar_100": 0.9135,
      "eval_mar_100_baseball-bat": 0.9224,
      "eval_mar_100_basketball": 0.9187,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5437,
      "eval_mar_100_human": 0.9498,
      "eval_mar_100_luggage": 0.9406,
      "eval_mar_100_mattress": 0.9946,
      "eval_mar_100_motorcycle": 0.963,
      "eval_mar_100_skis": 0.998,
      "eval_mar_100_snowboard": 0.994,
      "eval_mar_100_soccer-ball": 0.8707,
      "eval_mar_100_stop-sign": 0.9785,
      "eval_mar_100_tennis-racket": 0.9264,
      "eval_mar_100_umbrella": 0.9254,
      "eval_mar_100_volleyball": 0.863,
      "eval_mar_large": 0.9854,
      "eval_mar_medium": 0.9467,
      "eval_mar_small": 0.8091,
      "eval_runtime": 76.1028,
      "eval_samples_per_second": 19.71,
      "eval_steps_per_second": 0.618,
      "step": 1533
    },
    {
      "epoch": 8.0,
      "grad_norm": 63.4011344909668,
      "learning_rate": 1.6357371180878996e-06,
      "loss": 5.9579,
      "step": 1752
    },
    {
      "epoch": 8.0,
      "eval_loss": 5.718362808227539,
      "eval_map": 0.8339,
      "eval_map_50": 0.9141,
      "eval_map_75": 0.9056,
      "eval_map_baseball-bat": 0.8529,
      "eval_map_basketball": 0.8083,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4795,
      "eval_map_human": 0.8608,
      "eval_map_large": 0.9004,
      "eval_map_luggage": 0.8795,
      "eval_map_mattress": 0.5759,
      "eval_map_medium": 0.8939,
      "eval_map_motorcycle": 0.9325,
      "eval_map_skis": 0.9711,
      "eval_map_small": 0.7448,
      "eval_map_snowboard": 0.9816,
      "eval_map_soccer-ball": 0.8218,
      "eval_map_stop-sign": 0.9655,
      "eval_map_tennis-racket": 0.8942,
      "eval_map_umbrella": 0.8474,
      "eval_map_volleyball": 0.8034,
      "eval_mar_1": 0.7947,
      "eval_mar_10": 0.9099,
      "eval_mar_100": 0.9136,
      "eval_mar_100_baseball-bat": 0.9222,
      "eval_mar_100_basketball": 0.9175,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5478,
      "eval_mar_100_human": 0.9444,
      "eval_mar_100_luggage": 0.9406,
      "eval_mar_100_mattress": 0.998,
      "eval_mar_100_motorcycle": 0.9641,
      "eval_mar_100_skis": 0.9975,
      "eval_mar_100_snowboard": 0.9964,
      "eval_mar_100_soccer-ball": 0.8661,
      "eval_mar_100_stop-sign": 0.9872,
      "eval_mar_100_tennis-racket": 0.928,
      "eval_mar_100_umbrella": 0.9251,
      "eval_mar_100_volleyball": 0.8551,
      "eval_mar_large": 0.9871,
      "eval_mar_medium": 0.9453,
      "eval_mar_small": 0.8088,
      "eval_runtime": 75.6007,
      "eval_samples_per_second": 19.841,
      "eval_steps_per_second": 0.622,
      "step": 1752
    },
    {
      "epoch": 9.0,
      "grad_norm": 27.6483154296875,
      "learning_rate": 7.995489413373223e-07,
      "loss": 5.9419,
      "step": 1971
    },
    {
      "epoch": 9.0,
      "eval_loss": 5.732754707336426,
      "eval_map": 0.8305,
      "eval_map_50": 0.9091,
      "eval_map_75": 0.9018,
      "eval_map_baseball-bat": 0.858,
      "eval_map_basketball": 0.8223,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4625,
      "eval_map_human": 0.8502,
      "eval_map_large": 0.8956,
      "eval_map_luggage": 0.8804,
      "eval_map_mattress": 0.5395,
      "eval_map_medium": 0.8955,
      "eval_map_motorcycle": 0.93,
      "eval_map_skis": 0.9787,
      "eval_map_small": 0.7434,
      "eval_map_snowboard": 0.979,
      "eval_map_soccer-ball": 0.8296,
      "eval_map_stop-sign": 0.9624,
      "eval_map_tennis-racket": 0.8852,
      "eval_map_umbrella": 0.8393,
      "eval_map_volleyball": 0.8101,
      "eval_mar_1": 0.7924,
      "eval_mar_10": 0.9098,
      "eval_mar_100": 0.9136,
      "eval_mar_100_baseball-bat": 0.9253,
      "eval_mar_100_basketball": 0.9197,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.5377,
      "eval_mar_100_human": 0.9471,
      "eval_mar_100_luggage": 0.9409,
      "eval_mar_100_mattress": 0.9939,
      "eval_mar_100_motorcycle": 0.9619,
      "eval_mar_100_skis": 0.9975,
      "eval_mar_100_snowboard": 0.9959,
      "eval_mar_100_soccer-ball": 0.8704,
      "eval_mar_100_stop-sign": 0.988,
      "eval_mar_100_tennis-racket": 0.9269,
      "eval_mar_100_umbrella": 0.9164,
      "eval_mar_100_volleyball": 0.8684,
      "eval_mar_large": 0.9868,
      "eval_mar_medium": 0.9462,
      "eval_mar_small": 0.8101,
      "eval_runtime": 74.901,
      "eval_samples_per_second": 20.026,
      "eval_steps_per_second": 0.627,
      "step": 1971
    },
    {
      "epoch": 10.0,
      "grad_norm": 38.56795120239258,
      "learning_rate": 5.001508439237798e-07,
      "loss": 5.9176,
      "step": 2190
    },
    {
      "epoch": 10.0,
      "eval_loss": 5.775458335876465,
      "eval_map": 0.8259,
      "eval_map_50": 0.9053,
      "eval_map_75": 0.8962,
      "eval_map_baseball-bat": 0.8535,
      "eval_map_basketball": 0.8181,
      "eval_map_car": -1.0,
      "eval_map_football": 0.4419,
      "eval_map_human": 0.8513,
      "eval_map_large": 0.8904,
      "eval_map_luggage": 0.8768,
      "eval_map_mattress": 0.5281,
      "eval_map_medium": 0.8978,
      "eval_map_motorcycle": 0.9311,
      "eval_map_skis": 0.9687,
      "eval_map_small": 0.7396,
      "eval_map_snowboard": 0.9779,
      "eval_map_soccer-ball": 0.8253,
      "eval_map_stop-sign": 0.9582,
      "eval_map_tennis-racket": 0.8887,
      "eval_map_umbrella": 0.8417,
      "eval_map_volleyball": 0.8015,
      "eval_mar_1": 0.7897,
      "eval_mar_10": 0.9079,
      "eval_mar_100": 0.911,
      "eval_mar_100_baseball-bat": 0.9223,
      "eval_mar_100_basketball": 0.9213,
      "eval_mar_100_car": -1.0,
      "eval_mar_100_football": 0.516,
      "eval_mar_100_human": 0.9473,
      "eval_mar_100_luggage": 0.9398,
      "eval_mar_100_mattress": 0.9959,
      "eval_mar_100_motorcycle": 0.9635,
      "eval_mar_100_skis": 0.9975,
      "eval_mar_100_snowboard": 0.9953,
      "eval_mar_100_soccer-ball": 0.8679,
      "eval_mar_100_stop-sign": 0.9838,
      "eval_mar_100_tennis-racket": 0.9275,
      "eval_mar_100_umbrella": 0.9128,
      "eval_mar_100_volleyball": 0.8632,
      "eval_mar_large": 0.974,
      "eval_mar_medium": 0.9449,
      "eval_mar_small": 0.8045,
      "eval_runtime": 75.319,
      "eval_samples_per_second": 19.915,
      "eval_steps_per_second": 0.624,
      "step": 2190
    },
    {
      "epoch": 10.0,
      "step": 2190,
      "total_flos": 2.2065014071296e+19,
      "train_loss": 9.363319933468892,
      "train_runtime": 3339.5566,
      "train_samples_per_second": 20.961,
      "train_steps_per_second": 0.656
    }
  ],
  "logging_steps": 500,
  "max_steps": 2190,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.2065014071296e+19,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}