xihaad commited on
Commit
c21ed0b
1 Parent(s): 6fcff9b

End of training

Browse files
all_results.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9936034115138592,
3
+ "eval_accuracy": 0.9704,
4
+ "eval_loss": 0.09273476898670197,
5
+ "eval_runtime": 31.5905,
6
+ "eval_samples_per_second": 158.276,
7
+ "eval_steps_per_second": 4.97,
8
+ "total_flos": 3.3497451642252165e+18,
9
+ "train_loss": 0.5471523041285907,
10
+ "train_runtime": 2023.4436,
11
+ "train_samples_per_second": 66.718,
12
+ "train_steps_per_second": 0.52
13
+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9936034115138592,
3
+ "eval_accuracy": 0.9704,
4
+ "eval_loss": 0.09273476898670197,
5
+ "eval_runtime": 31.5905,
6
+ "eval_samples_per_second": 158.276,
7
+ "eval_steps_per_second": 4.97
8
+ }
runs/May06_04-32-17_5819780813d0/events.out.tfevents.1714972009.5819780813d0.502.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:958ad5a566a02c7f7b75b292a68607247492d1e172bc04dfb13a0756803c2b58
3
+ size 411
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 2.9936034115138592,
3
+ "total_flos": 3.3497451642252165e+18,
4
+ "train_loss": 0.5471523041285907,
5
+ "train_runtime": 2023.4436,
6
+ "train_samples_per_second": 66.718,
7
+ "train_steps_per_second": 0.52
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,792 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.9704,
3
+ "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-1053",
4
+ "epoch": 2.9936034115138592,
5
+ "eval_steps": 500,
6
+ "global_step": 1053,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.028429282160625444,
13
+ "grad_norm": 5.52622652053833,
14
+ "learning_rate": 4.716981132075472e-06,
15
+ "loss": 2.3451,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.05685856432125089,
20
+ "grad_norm": 5.207578182220459,
21
+ "learning_rate": 9.433962264150944e-06,
22
+ "loss": 2.2737,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 0.08528784648187633,
27
+ "grad_norm": 6.15794563293457,
28
+ "learning_rate": 1.4150943396226415e-05,
29
+ "loss": 2.1375,
30
+ "step": 30
31
+ },
32
+ {
33
+ "epoch": 0.11371712864250177,
34
+ "grad_norm": 7.397068023681641,
35
+ "learning_rate": 1.8867924528301888e-05,
36
+ "loss": 1.9859,
37
+ "step": 40
38
+ },
39
+ {
40
+ "epoch": 0.14214641080312723,
41
+ "grad_norm": 11.379995346069336,
42
+ "learning_rate": 2.358490566037736e-05,
43
+ "loss": 1.7134,
44
+ "step": 50
45
+ },
46
+ {
47
+ "epoch": 0.17057569296375266,
48
+ "grad_norm": 17.0799560546875,
49
+ "learning_rate": 2.830188679245283e-05,
50
+ "loss": 1.3856,
51
+ "step": 60
52
+ },
53
+ {
54
+ "epoch": 0.19900497512437812,
55
+ "grad_norm": 16.41306495666504,
56
+ "learning_rate": 3.30188679245283e-05,
57
+ "loss": 1.1398,
58
+ "step": 70
59
+ },
60
+ {
61
+ "epoch": 0.22743425728500355,
62
+ "grad_norm": 15.939576148986816,
63
+ "learning_rate": 3.7735849056603776e-05,
64
+ "loss": 1.0317,
65
+ "step": 80
66
+ },
67
+ {
68
+ "epoch": 0.255863539445629,
69
+ "grad_norm": 10.1390380859375,
70
+ "learning_rate": 4.245283018867925e-05,
71
+ "loss": 0.9435,
72
+ "step": 90
73
+ },
74
+ {
75
+ "epoch": 0.28429282160625446,
76
+ "grad_norm": 20.10552406311035,
77
+ "learning_rate": 4.716981132075472e-05,
78
+ "loss": 0.8801,
79
+ "step": 100
80
+ },
81
+ {
82
+ "epoch": 0.31272210376687987,
83
+ "grad_norm": 12.014751434326172,
84
+ "learning_rate": 4.978880675818374e-05,
85
+ "loss": 0.7564,
86
+ "step": 110
87
+ },
88
+ {
89
+ "epoch": 0.3411513859275053,
90
+ "grad_norm": 14.332877159118652,
91
+ "learning_rate": 4.9260823653643085e-05,
92
+ "loss": 0.6985,
93
+ "step": 120
94
+ },
95
+ {
96
+ "epoch": 0.3695806680881308,
97
+ "grad_norm": 11.214934349060059,
98
+ "learning_rate": 4.8732840549102435e-05,
99
+ "loss": 0.6713,
100
+ "step": 130
101
+ },
102
+ {
103
+ "epoch": 0.39800995024875624,
104
+ "grad_norm": 11.159377098083496,
105
+ "learning_rate": 4.820485744456177e-05,
106
+ "loss": 0.6749,
107
+ "step": 140
108
+ },
109
+ {
110
+ "epoch": 0.42643923240938164,
111
+ "grad_norm": 9.342412948608398,
112
+ "learning_rate": 4.767687434002112e-05,
113
+ "loss": 0.6158,
114
+ "step": 150
115
+ },
116
+ {
117
+ "epoch": 0.4548685145700071,
118
+ "grad_norm": 9.084425926208496,
119
+ "learning_rate": 4.7148891235480466e-05,
120
+ "loss": 0.6129,
121
+ "step": 160
122
+ },
123
+ {
124
+ "epoch": 0.48329779673063256,
125
+ "grad_norm": 11.425093650817871,
126
+ "learning_rate": 4.662090813093981e-05,
127
+ "loss": 0.6107,
128
+ "step": 170
129
+ },
130
+ {
131
+ "epoch": 0.511727078891258,
132
+ "grad_norm": 17.25963020324707,
133
+ "learning_rate": 4.609292502639916e-05,
134
+ "loss": 0.583,
135
+ "step": 180
136
+ },
137
+ {
138
+ "epoch": 0.5401563610518835,
139
+ "grad_norm": 9.029903411865234,
140
+ "learning_rate": 4.55649419218585e-05,
141
+ "loss": 0.5778,
142
+ "step": 190
143
+ },
144
+ {
145
+ "epoch": 0.5685856432125089,
146
+ "grad_norm": 11.78687858581543,
147
+ "learning_rate": 4.503695881731785e-05,
148
+ "loss": 0.6027,
149
+ "step": 200
150
+ },
151
+ {
152
+ "epoch": 0.5970149253731343,
153
+ "grad_norm": 10.835305213928223,
154
+ "learning_rate": 4.45089757127772e-05,
155
+ "loss": 0.5801,
156
+ "step": 210
157
+ },
158
+ {
159
+ "epoch": 0.6254442075337597,
160
+ "grad_norm": 9.951684951782227,
161
+ "learning_rate": 4.398099260823654e-05,
162
+ "loss": 0.5272,
163
+ "step": 220
164
+ },
165
+ {
166
+ "epoch": 0.6538734896943852,
167
+ "grad_norm": 14.171173095703125,
168
+ "learning_rate": 4.3453009503695884e-05,
169
+ "loss": 0.5197,
170
+ "step": 230
171
+ },
172
+ {
173
+ "epoch": 0.6823027718550106,
174
+ "grad_norm": 13.092684745788574,
175
+ "learning_rate": 4.292502639915523e-05,
176
+ "loss": 0.5628,
177
+ "step": 240
178
+ },
179
+ {
180
+ "epoch": 0.7107320540156361,
181
+ "grad_norm": 10.938400268554688,
182
+ "learning_rate": 4.239704329461457e-05,
183
+ "loss": 0.5621,
184
+ "step": 250
185
+ },
186
+ {
187
+ "epoch": 0.7391613361762616,
188
+ "grad_norm": 7.700541019439697,
189
+ "learning_rate": 4.186906019007392e-05,
190
+ "loss": 0.5223,
191
+ "step": 260
192
+ },
193
+ {
194
+ "epoch": 0.767590618336887,
195
+ "grad_norm": 14.169013023376465,
196
+ "learning_rate": 4.1341077085533265e-05,
197
+ "loss": 0.5656,
198
+ "step": 270
199
+ },
200
+ {
201
+ "epoch": 0.7960199004975125,
202
+ "grad_norm": 9.239885330200195,
203
+ "learning_rate": 4.081309398099261e-05,
204
+ "loss": 0.4799,
205
+ "step": 280
206
+ },
207
+ {
208
+ "epoch": 0.8244491826581379,
209
+ "grad_norm": 12.713397979736328,
210
+ "learning_rate": 4.028511087645195e-05,
211
+ "loss": 0.4996,
212
+ "step": 290
213
+ },
214
+ {
215
+ "epoch": 0.8528784648187633,
216
+ "grad_norm": 11.337251663208008,
217
+ "learning_rate": 3.97571277719113e-05,
218
+ "loss": 0.4954,
219
+ "step": 300
220
+ },
221
+ {
222
+ "epoch": 0.8813077469793887,
223
+ "grad_norm": 11.150245666503906,
224
+ "learning_rate": 3.9229144667370646e-05,
225
+ "loss": 0.4993,
226
+ "step": 310
227
+ },
228
+ {
229
+ "epoch": 0.9097370291400142,
230
+ "grad_norm": 10.354619026184082,
231
+ "learning_rate": 3.870116156282999e-05,
232
+ "loss": 0.4576,
233
+ "step": 320
234
+ },
235
+ {
236
+ "epoch": 0.9381663113006397,
237
+ "grad_norm": 9.165169715881348,
238
+ "learning_rate": 3.817317845828934e-05,
239
+ "loss": 0.4748,
240
+ "step": 330
241
+ },
242
+ {
243
+ "epoch": 0.9665955934612651,
244
+ "grad_norm": 8.658796310424805,
245
+ "learning_rate": 3.764519535374868e-05,
246
+ "loss": 0.4578,
247
+ "step": 340
248
+ },
249
+ {
250
+ "epoch": 0.9950248756218906,
251
+ "grad_norm": 11.11921215057373,
252
+ "learning_rate": 3.711721224920803e-05,
253
+ "loss": 0.502,
254
+ "step": 350
255
+ },
256
+ {
257
+ "epoch": 0.997867803837953,
258
+ "eval_accuracy": 0.9496,
259
+ "eval_loss": 0.15361838042736053,
260
+ "eval_runtime": 30.4943,
261
+ "eval_samples_per_second": 163.965,
262
+ "eval_steps_per_second": 5.148,
263
+ "step": 351
264
+ },
265
+ {
266
+ "epoch": 1.023454157782516,
267
+ "grad_norm": 10.098979949951172,
268
+ "learning_rate": 3.658922914466738e-05,
269
+ "loss": 0.4338,
270
+ "step": 360
271
+ },
272
+ {
273
+ "epoch": 1.0518834399431414,
274
+ "grad_norm": 9.755829811096191,
275
+ "learning_rate": 3.6061246040126714e-05,
276
+ "loss": 0.4701,
277
+ "step": 370
278
+ },
279
+ {
280
+ "epoch": 1.080312722103767,
281
+ "grad_norm": 7.626587867736816,
282
+ "learning_rate": 3.5533262935586064e-05,
283
+ "loss": 0.4872,
284
+ "step": 380
285
+ },
286
+ {
287
+ "epoch": 1.1087420042643923,
288
+ "grad_norm": 8.716501235961914,
289
+ "learning_rate": 3.500527983104541e-05,
290
+ "loss": 0.4495,
291
+ "step": 390
292
+ },
293
+ {
294
+ "epoch": 1.1371712864250179,
295
+ "grad_norm": 10.042838096618652,
296
+ "learning_rate": 3.447729672650475e-05,
297
+ "loss": 0.4688,
298
+ "step": 400
299
+ },
300
+ {
301
+ "epoch": 1.1656005685856432,
302
+ "grad_norm": 9.901670455932617,
303
+ "learning_rate": 3.3949313621964095e-05,
304
+ "loss": 0.4572,
305
+ "step": 410
306
+ },
307
+ {
308
+ "epoch": 1.1940298507462686,
309
+ "grad_norm": 12.942643165588379,
310
+ "learning_rate": 3.3421330517423445e-05,
311
+ "loss": 0.4174,
312
+ "step": 420
313
+ },
314
+ {
315
+ "epoch": 1.2224591329068941,
316
+ "grad_norm": 8.440229415893555,
317
+ "learning_rate": 3.289334741288279e-05,
318
+ "loss": 0.4433,
319
+ "step": 430
320
+ },
321
+ {
322
+ "epoch": 1.2508884150675195,
323
+ "grad_norm": 8.764989852905273,
324
+ "learning_rate": 3.236536430834213e-05,
325
+ "loss": 0.4542,
326
+ "step": 440
327
+ },
328
+ {
329
+ "epoch": 1.279317697228145,
330
+ "grad_norm": 11.38581657409668,
331
+ "learning_rate": 3.183738120380148e-05,
332
+ "loss": 0.4038,
333
+ "step": 450
334
+ },
335
+ {
336
+ "epoch": 1.3077469793887704,
337
+ "grad_norm": 10.445256233215332,
338
+ "learning_rate": 3.130939809926082e-05,
339
+ "loss": 0.4418,
340
+ "step": 460
341
+ },
342
+ {
343
+ "epoch": 1.336176261549396,
344
+ "grad_norm": 12.250975608825684,
345
+ "learning_rate": 3.078141499472017e-05,
346
+ "loss": 0.4717,
347
+ "step": 470
348
+ },
349
+ {
350
+ "epoch": 1.3646055437100213,
351
+ "grad_norm": 11.0380859375,
352
+ "learning_rate": 3.0253431890179517e-05,
353
+ "loss": 0.421,
354
+ "step": 480
355
+ },
356
+ {
357
+ "epoch": 1.3930348258706466,
358
+ "grad_norm": 12.513349533081055,
359
+ "learning_rate": 2.972544878563886e-05,
360
+ "loss": 0.4719,
361
+ "step": 490
362
+ },
363
+ {
364
+ "epoch": 1.4214641080312722,
365
+ "grad_norm": 11.536993980407715,
366
+ "learning_rate": 2.9197465681098207e-05,
367
+ "loss": 0.4042,
368
+ "step": 500
369
+ },
370
+ {
371
+ "epoch": 1.4498933901918978,
372
+ "grad_norm": 7.970879077911377,
373
+ "learning_rate": 2.8669482576557548e-05,
374
+ "loss": 0.415,
375
+ "step": 510
376
+ },
377
+ {
378
+ "epoch": 1.4783226723525231,
379
+ "grad_norm": 10.883822441101074,
380
+ "learning_rate": 2.8141499472016898e-05,
381
+ "loss": 0.4353,
382
+ "step": 520
383
+ },
384
+ {
385
+ "epoch": 1.5067519545131485,
386
+ "grad_norm": 14.611568450927734,
387
+ "learning_rate": 2.7613516367476245e-05,
388
+ "loss": 0.4385,
389
+ "step": 530
390
+ },
391
+ {
392
+ "epoch": 1.535181236673774,
393
+ "grad_norm": 9.424297332763672,
394
+ "learning_rate": 2.7085533262935585e-05,
395
+ "loss": 0.4712,
396
+ "step": 540
397
+ },
398
+ {
399
+ "epoch": 1.5636105188343994,
400
+ "grad_norm": 9.887263298034668,
401
+ "learning_rate": 2.6557550158394935e-05,
402
+ "loss": 0.4291,
403
+ "step": 550
404
+ },
405
+ {
406
+ "epoch": 1.5920398009950247,
407
+ "grad_norm": 8.692890167236328,
408
+ "learning_rate": 2.6029567053854276e-05,
409
+ "loss": 0.3915,
410
+ "step": 560
411
+ },
412
+ {
413
+ "epoch": 1.6204690831556503,
414
+ "grad_norm": 10.517526626586914,
415
+ "learning_rate": 2.5501583949313622e-05,
416
+ "loss": 0.4303,
417
+ "step": 570
418
+ },
419
+ {
420
+ "epoch": 1.6488983653162759,
421
+ "grad_norm": 8.96032428741455,
422
+ "learning_rate": 2.497360084477297e-05,
423
+ "loss": 0.43,
424
+ "step": 580
425
+ },
426
+ {
427
+ "epoch": 1.6773276474769012,
428
+ "grad_norm": 8.543038368225098,
429
+ "learning_rate": 2.4445617740232313e-05,
430
+ "loss": 0.4177,
431
+ "step": 590
432
+ },
433
+ {
434
+ "epoch": 1.7057569296375266,
435
+ "grad_norm": 10.253332138061523,
436
+ "learning_rate": 2.391763463569166e-05,
437
+ "loss": 0.4033,
438
+ "step": 600
439
+ },
440
+ {
441
+ "epoch": 1.7341862117981521,
442
+ "grad_norm": 9.046222686767578,
443
+ "learning_rate": 2.3389651531151003e-05,
444
+ "loss": 0.4031,
445
+ "step": 610
446
+ },
447
+ {
448
+ "epoch": 1.7626154939587777,
449
+ "grad_norm": 8.473087310791016,
450
+ "learning_rate": 2.286166842661035e-05,
451
+ "loss": 0.4012,
452
+ "step": 620
453
+ },
454
+ {
455
+ "epoch": 1.7910447761194028,
456
+ "grad_norm": 9.883254051208496,
457
+ "learning_rate": 2.2333685322069694e-05,
458
+ "loss": 0.3694,
459
+ "step": 630
460
+ },
461
+ {
462
+ "epoch": 1.8194740582800284,
463
+ "grad_norm": 10.291656494140625,
464
+ "learning_rate": 2.180570221752904e-05,
465
+ "loss": 0.3938,
466
+ "step": 640
467
+ },
468
+ {
469
+ "epoch": 1.847903340440654,
470
+ "grad_norm": 9.967813491821289,
471
+ "learning_rate": 2.1277719112988384e-05,
472
+ "loss": 0.4355,
473
+ "step": 650
474
+ },
475
+ {
476
+ "epoch": 1.8763326226012793,
477
+ "grad_norm": 11.451550483703613,
478
+ "learning_rate": 2.074973600844773e-05,
479
+ "loss": 0.4208,
480
+ "step": 660
481
+ },
482
+ {
483
+ "epoch": 1.9047619047619047,
484
+ "grad_norm": 6.351629257202148,
485
+ "learning_rate": 2.0221752903907075e-05,
486
+ "loss": 0.4091,
487
+ "step": 670
488
+ },
489
+ {
490
+ "epoch": 1.9331911869225302,
491
+ "grad_norm": 11.102736473083496,
492
+ "learning_rate": 1.9693769799366422e-05,
493
+ "loss": 0.3957,
494
+ "step": 680
495
+ },
496
+ {
497
+ "epoch": 1.9616204690831558,
498
+ "grad_norm": 7.058555603027344,
499
+ "learning_rate": 1.9165786694825765e-05,
500
+ "loss": 0.4503,
501
+ "step": 690
502
+ },
503
+ {
504
+ "epoch": 1.9900497512437811,
505
+ "grad_norm": 8.091329574584961,
506
+ "learning_rate": 1.863780359028511e-05,
507
+ "loss": 0.3782,
508
+ "step": 700
509
+ },
510
+ {
511
+ "epoch": 1.9985785358919688,
512
+ "eval_accuracy": 0.9656,
513
+ "eval_loss": 0.10786179453134537,
514
+ "eval_runtime": 30.9276,
515
+ "eval_samples_per_second": 161.668,
516
+ "eval_steps_per_second": 5.076,
517
+ "step": 703
518
+ },
519
+ {
520
+ "epoch": 2.0184790334044065,
521
+ "grad_norm": 8.83482551574707,
522
+ "learning_rate": 1.810982048574446e-05,
523
+ "loss": 0.3938,
524
+ "step": 710
525
+ },
526
+ {
527
+ "epoch": 2.046908315565032,
528
+ "grad_norm": 8.442475318908691,
529
+ "learning_rate": 1.7581837381203803e-05,
530
+ "loss": 0.379,
531
+ "step": 720
532
+ },
533
+ {
534
+ "epoch": 2.0753375977256576,
535
+ "grad_norm": 12.47827434539795,
536
+ "learning_rate": 1.7053854276663146e-05,
537
+ "loss": 0.3684,
538
+ "step": 730
539
+ },
540
+ {
541
+ "epoch": 2.1037668798862827,
542
+ "grad_norm": 8.256750106811523,
543
+ "learning_rate": 1.6525871172122493e-05,
544
+ "loss": 0.3741,
545
+ "step": 740
546
+ },
547
+ {
548
+ "epoch": 2.1321961620469083,
549
+ "grad_norm": 6.83493185043335,
550
+ "learning_rate": 1.5997888067581837e-05,
551
+ "loss": 0.361,
552
+ "step": 750
553
+ },
554
+ {
555
+ "epoch": 2.160625444207534,
556
+ "grad_norm": 7.63658332824707,
557
+ "learning_rate": 1.5469904963041184e-05,
558
+ "loss": 0.3199,
559
+ "step": 760
560
+ },
561
+ {
562
+ "epoch": 2.189054726368159,
563
+ "grad_norm": 10.230888366699219,
564
+ "learning_rate": 1.4941921858500529e-05,
565
+ "loss": 0.3495,
566
+ "step": 770
567
+ },
568
+ {
569
+ "epoch": 2.2174840085287846,
570
+ "grad_norm": 9.374876022338867,
571
+ "learning_rate": 1.4413938753959874e-05,
572
+ "loss": 0.3852,
573
+ "step": 780
574
+ },
575
+ {
576
+ "epoch": 2.24591329068941,
577
+ "grad_norm": 6.269606590270996,
578
+ "learning_rate": 1.388595564941922e-05,
579
+ "loss": 0.3398,
580
+ "step": 790
581
+ },
582
+ {
583
+ "epoch": 2.2743425728500357,
584
+ "grad_norm": 10.073060989379883,
585
+ "learning_rate": 1.3357972544878563e-05,
586
+ "loss": 0.3876,
587
+ "step": 800
588
+ },
589
+ {
590
+ "epoch": 2.302771855010661,
591
+ "grad_norm": 9.419556617736816,
592
+ "learning_rate": 1.2829989440337912e-05,
593
+ "loss": 0.3517,
594
+ "step": 810
595
+ },
596
+ {
597
+ "epoch": 2.3312011371712864,
598
+ "grad_norm": 10.461442947387695,
599
+ "learning_rate": 1.2302006335797255e-05,
600
+ "loss": 0.367,
601
+ "step": 820
602
+ },
603
+ {
604
+ "epoch": 2.359630419331912,
605
+ "grad_norm": 7.293799877166748,
606
+ "learning_rate": 1.17740232312566e-05,
607
+ "loss": 0.3402,
608
+ "step": 830
609
+ },
610
+ {
611
+ "epoch": 2.388059701492537,
612
+ "grad_norm": 6.696635723114014,
613
+ "learning_rate": 1.1246040126715946e-05,
614
+ "loss": 0.3578,
615
+ "step": 840
616
+ },
617
+ {
618
+ "epoch": 2.4164889836531627,
619
+ "grad_norm": 8.069903373718262,
620
+ "learning_rate": 1.0718057022175291e-05,
621
+ "loss": 0.3638,
622
+ "step": 850
623
+ },
624
+ {
625
+ "epoch": 2.4449182658137882,
626
+ "grad_norm": 8.903417587280273,
627
+ "learning_rate": 1.0190073917634636e-05,
628
+ "loss": 0.3618,
629
+ "step": 860
630
+ },
631
+ {
632
+ "epoch": 2.473347547974414,
633
+ "grad_norm": 10.900948524475098,
634
+ "learning_rate": 9.662090813093982e-06,
635
+ "loss": 0.3302,
636
+ "step": 870
637
+ },
638
+ {
639
+ "epoch": 2.501776830135039,
640
+ "grad_norm": 7.725928783416748,
641
+ "learning_rate": 9.134107708553327e-06,
642
+ "loss": 0.3483,
643
+ "step": 880
644
+ },
645
+ {
646
+ "epoch": 2.5302061122956645,
647
+ "grad_norm": 7.297862529754639,
648
+ "learning_rate": 8.606124604012672e-06,
649
+ "loss": 0.4057,
650
+ "step": 890
651
+ },
652
+ {
653
+ "epoch": 2.55863539445629,
654
+ "grad_norm": 9.81568717956543,
655
+ "learning_rate": 8.078141499472017e-06,
656
+ "loss": 0.3726,
657
+ "step": 900
658
+ },
659
+ {
660
+ "epoch": 2.587064676616915,
661
+ "grad_norm": 11.697639465332031,
662
+ "learning_rate": 7.5501583949313625e-06,
663
+ "loss": 0.3695,
664
+ "step": 910
665
+ },
666
+ {
667
+ "epoch": 2.6154939587775408,
668
+ "grad_norm": 8.077279090881348,
669
+ "learning_rate": 7.022175290390708e-06,
670
+ "loss": 0.3723,
671
+ "step": 920
672
+ },
673
+ {
674
+ "epoch": 2.6439232409381663,
675
+ "grad_norm": 8.867374420166016,
676
+ "learning_rate": 6.494192185850054e-06,
677
+ "loss": 0.3785,
678
+ "step": 930
679
+ },
680
+ {
681
+ "epoch": 2.672352523098792,
682
+ "grad_norm": 6.055303573608398,
683
+ "learning_rate": 5.966209081309398e-06,
684
+ "loss": 0.3597,
685
+ "step": 940
686
+ },
687
+ {
688
+ "epoch": 2.7007818052594175,
689
+ "grad_norm": 7.143568992614746,
690
+ "learning_rate": 5.438225976768744e-06,
691
+ "loss": 0.3668,
692
+ "step": 950
693
+ },
694
+ {
695
+ "epoch": 2.7292110874200426,
696
+ "grad_norm": 7.816047668457031,
697
+ "learning_rate": 4.910242872228089e-06,
698
+ "loss": 0.3296,
699
+ "step": 960
700
+ },
701
+ {
702
+ "epoch": 2.757640369580668,
703
+ "grad_norm": 8.865290641784668,
704
+ "learning_rate": 4.382259767687434e-06,
705
+ "loss": 0.3502,
706
+ "step": 970
707
+ },
708
+ {
709
+ "epoch": 2.7860696517412933,
710
+ "grad_norm": 12.268588066101074,
711
+ "learning_rate": 3.854276663146779e-06,
712
+ "loss": 0.34,
713
+ "step": 980
714
+ },
715
+ {
716
+ "epoch": 2.814498933901919,
717
+ "grad_norm": 11.221428871154785,
718
+ "learning_rate": 3.326293558606125e-06,
719
+ "loss": 0.359,
720
+ "step": 990
721
+ },
722
+ {
723
+ "epoch": 2.8429282160625444,
724
+ "grad_norm": 7.872012138366699,
725
+ "learning_rate": 2.79831045406547e-06,
726
+ "loss": 0.3483,
727
+ "step": 1000
728
+ },
729
+ {
730
+ "epoch": 2.87135749822317,
731
+ "grad_norm": 7.7068257331848145,
732
+ "learning_rate": 2.2703273495248154e-06,
733
+ "loss": 0.3468,
734
+ "step": 1010
735
+ },
736
+ {
737
+ "epoch": 2.8997867803837956,
738
+ "grad_norm": 7.7084503173828125,
739
+ "learning_rate": 1.7423442449841606e-06,
740
+ "loss": 0.3782,
741
+ "step": 1020
742
+ },
743
+ {
744
+ "epoch": 2.9282160625444207,
745
+ "grad_norm": 11.527771949768066,
746
+ "learning_rate": 1.2143611404435059e-06,
747
+ "loss": 0.3441,
748
+ "step": 1030
749
+ },
750
+ {
751
+ "epoch": 2.9566453447050463,
752
+ "grad_norm": 8.335259437561035,
753
+ "learning_rate": 6.863780359028511e-07,
754
+ "loss": 0.3625,
755
+ "step": 1040
756
+ },
757
+ {
758
+ "epoch": 2.9850746268656714,
759
+ "grad_norm": 8.47817611694336,
760
+ "learning_rate": 1.5839493136219642e-07,
761
+ "loss": 0.3119,
762
+ "step": 1050
763
+ },
764
+ {
765
+ "epoch": 2.9936034115138592,
766
+ "eval_accuracy": 0.9704,
767
+ "eval_loss": 0.09273476898670197,
768
+ "eval_runtime": 31.2742,
769
+ "eval_samples_per_second": 159.876,
770
+ "eval_steps_per_second": 5.02,
771
+ "step": 1053
772
+ },
773
+ {
774
+ "epoch": 2.9936034115138592,
775
+ "step": 1053,
776
+ "total_flos": 3.3497451642252165e+18,
777
+ "train_loss": 0.5471523041285907,
778
+ "train_runtime": 2023.4436,
779
+ "train_samples_per_second": 66.718,
780
+ "train_steps_per_second": 0.52
781
+ }
782
+ ],
783
+ "logging_steps": 10,
784
+ "max_steps": 1053,
785
+ "num_input_tokens_seen": 0,
786
+ "num_train_epochs": 3,
787
+ "save_steps": 500,
788
+ "total_flos": 3.3497451642252165e+18,
789
+ "train_batch_size": 32,
790
+ "trial_name": null,
791
+ "trial_params": null
792
+ }