EngTig commited on
Commit
9773e3b
1 Parent(s): 1e5b1e4

End of training

Browse files
all_results.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.9882,
4
+ "eval_loss": 0.03509841486811638,
5
+ "eval_runtime": 66.4143,
6
+ "eval_samples_per_second": 75.285,
7
+ "eval_steps_per_second": 4.713,
8
+ "total_flos": 1.045459878817923e+19,
9
+ "train_loss": 0.37951253058504525,
10
+ "train_runtime": 4954.8349,
11
+ "train_samples_per_second": 27.246,
12
+ "train_steps_per_second": 0.426
13
+ }
eval_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "eval_accuracy": 0.9882,
4
+ "eval_loss": 0.03509841486811638,
5
+ "eval_runtime": 66.4143,
6
+ "eval_samples_per_second": 75.285,
7
+ "eval_steps_per_second": 4.713
8
+ }
runs/Mar22_14-42-17_5aac9b83cbd0/events.out.tfevents.1711123650.5aac9b83cbd0.15185.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2b8bd3cc06060ec79d95414b12e5d5c3f67ce7b71d8aeba0cc5fbacbed3960e3
3
+ size 411
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "total_flos": 1.045459878817923e+19,
4
+ "train_loss": 0.37951253058504525,
5
+ "train_runtime": 4954.8349,
6
+ "train_samples_per_second": 27.246,
7
+ "train_steps_per_second": 0.426
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,1527 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.9882,
3
+ "best_model_checkpoint": "beit-base-patch16-224-finetuned-eurosat/checkpoint-2109",
4
+ "epoch": 2.998933522929257,
5
+ "eval_steps": 500,
6
+ "global_step": 2109,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.01,
13
+ "grad_norm": 42.045841217041016,
14
+ "learning_rate": 2.3696682464454976e-06,
15
+ "loss": 2.6733,
16
+ "step": 10
17
+ },
18
+ {
19
+ "epoch": 0.03,
20
+ "grad_norm": 19.79863166809082,
21
+ "learning_rate": 4.739336492890995e-06,
22
+ "loss": 2.5329,
23
+ "step": 20
24
+ },
25
+ {
26
+ "epoch": 0.04,
27
+ "grad_norm": 21.456212997436523,
28
+ "learning_rate": 7.109004739336493e-06,
29
+ "loss": 2.3177,
30
+ "step": 30
31
+ },
32
+ {
33
+ "epoch": 0.06,
34
+ "grad_norm": 24.893077850341797,
35
+ "learning_rate": 9.47867298578199e-06,
36
+ "loss": 2.0632,
37
+ "step": 40
38
+ },
39
+ {
40
+ "epoch": 0.07,
41
+ "grad_norm": 25.683191299438477,
42
+ "learning_rate": 1.184834123222749e-05,
43
+ "loss": 1.7585,
44
+ "step": 50
45
+ },
46
+ {
47
+ "epoch": 0.09,
48
+ "grad_norm": 27.140174865722656,
49
+ "learning_rate": 1.4218009478672985e-05,
50
+ "loss": 1.4911,
51
+ "step": 60
52
+ },
53
+ {
54
+ "epoch": 0.1,
55
+ "grad_norm": 17.97708511352539,
56
+ "learning_rate": 1.6587677725118483e-05,
57
+ "loss": 1.2294,
58
+ "step": 70
59
+ },
60
+ {
61
+ "epoch": 0.11,
62
+ "grad_norm": 36.129730224609375,
63
+ "learning_rate": 1.895734597156398e-05,
64
+ "loss": 1.0185,
65
+ "step": 80
66
+ },
67
+ {
68
+ "epoch": 0.13,
69
+ "grad_norm": 22.884685516357422,
70
+ "learning_rate": 2.132701421800948e-05,
71
+ "loss": 0.8923,
72
+ "step": 90
73
+ },
74
+ {
75
+ "epoch": 0.14,
76
+ "grad_norm": 19.778934478759766,
77
+ "learning_rate": 2.369668246445498e-05,
78
+ "loss": 0.7784,
79
+ "step": 100
80
+ },
81
+ {
82
+ "epoch": 0.16,
83
+ "grad_norm": 20.47595977783203,
84
+ "learning_rate": 2.6066350710900477e-05,
85
+ "loss": 0.6687,
86
+ "step": 110
87
+ },
88
+ {
89
+ "epoch": 0.17,
90
+ "grad_norm": 17.096622467041016,
91
+ "learning_rate": 2.843601895734597e-05,
92
+ "loss": 0.6549,
93
+ "step": 120
94
+ },
95
+ {
96
+ "epoch": 0.18,
97
+ "grad_norm": 18.601505279541016,
98
+ "learning_rate": 3.080568720379147e-05,
99
+ "loss": 0.6253,
100
+ "step": 130
101
+ },
102
+ {
103
+ "epoch": 0.2,
104
+ "grad_norm": 15.65523624420166,
105
+ "learning_rate": 3.3175355450236966e-05,
106
+ "loss": 0.6118,
107
+ "step": 140
108
+ },
109
+ {
110
+ "epoch": 0.21,
111
+ "grad_norm": 15.892389297485352,
112
+ "learning_rate": 3.554502369668247e-05,
113
+ "loss": 0.6227,
114
+ "step": 150
115
+ },
116
+ {
117
+ "epoch": 0.23,
118
+ "grad_norm": 12.784531593322754,
119
+ "learning_rate": 3.791469194312796e-05,
120
+ "loss": 0.4946,
121
+ "step": 160
122
+ },
123
+ {
124
+ "epoch": 0.24,
125
+ "grad_norm": 13.44602108001709,
126
+ "learning_rate": 4.028436018957346e-05,
127
+ "loss": 0.6287,
128
+ "step": 170
129
+ },
130
+ {
131
+ "epoch": 0.26,
132
+ "grad_norm": 17.538671493530273,
133
+ "learning_rate": 4.265402843601896e-05,
134
+ "loss": 0.5645,
135
+ "step": 180
136
+ },
137
+ {
138
+ "epoch": 0.27,
139
+ "grad_norm": 11.633671760559082,
140
+ "learning_rate": 4.502369668246446e-05,
141
+ "loss": 0.5169,
142
+ "step": 190
143
+ },
144
+ {
145
+ "epoch": 0.28,
146
+ "grad_norm": 13.391677856445312,
147
+ "learning_rate": 4.739336492890996e-05,
148
+ "loss": 0.6072,
149
+ "step": 200
150
+ },
151
+ {
152
+ "epoch": 0.3,
153
+ "grad_norm": 8.77043342590332,
154
+ "learning_rate": 4.976303317535545e-05,
155
+ "loss": 0.4768,
156
+ "step": 210
157
+ },
158
+ {
159
+ "epoch": 0.31,
160
+ "grad_norm": 11.799147605895996,
161
+ "learning_rate": 4.976290832455216e-05,
162
+ "loss": 0.4924,
163
+ "step": 220
164
+ },
165
+ {
166
+ "epoch": 0.33,
167
+ "grad_norm": 8.894740104675293,
168
+ "learning_rate": 4.949947312961012e-05,
169
+ "loss": 0.4062,
170
+ "step": 230
171
+ },
172
+ {
173
+ "epoch": 0.34,
174
+ "grad_norm": 11.966766357421875,
175
+ "learning_rate": 4.923603793466807e-05,
176
+ "loss": 0.5118,
177
+ "step": 240
178
+ },
179
+ {
180
+ "epoch": 0.36,
181
+ "grad_norm": 12.86320686340332,
182
+ "learning_rate": 4.8972602739726034e-05,
183
+ "loss": 0.5241,
184
+ "step": 250
185
+ },
186
+ {
187
+ "epoch": 0.37,
188
+ "grad_norm": 8.136141777038574,
189
+ "learning_rate": 4.8709167544783986e-05,
190
+ "loss": 0.4875,
191
+ "step": 260
192
+ },
193
+ {
194
+ "epoch": 0.38,
195
+ "grad_norm": 12.6289644241333,
196
+ "learning_rate": 4.8445732349841945e-05,
197
+ "loss": 0.482,
198
+ "step": 270
199
+ },
200
+ {
201
+ "epoch": 0.4,
202
+ "grad_norm": 11.868968963623047,
203
+ "learning_rate": 4.8182297154899896e-05,
204
+ "loss": 0.5488,
205
+ "step": 280
206
+ },
207
+ {
208
+ "epoch": 0.41,
209
+ "grad_norm": 11.955994606018066,
210
+ "learning_rate": 4.791886195995785e-05,
211
+ "loss": 0.4242,
212
+ "step": 290
213
+ },
214
+ {
215
+ "epoch": 0.43,
216
+ "grad_norm": 10.719066619873047,
217
+ "learning_rate": 4.7655426765015806e-05,
218
+ "loss": 0.4832,
219
+ "step": 300
220
+ },
221
+ {
222
+ "epoch": 0.44,
223
+ "grad_norm": 9.737288475036621,
224
+ "learning_rate": 4.7391991570073765e-05,
225
+ "loss": 0.4619,
226
+ "step": 310
227
+ },
228
+ {
229
+ "epoch": 0.46,
230
+ "grad_norm": 9.085290908813477,
231
+ "learning_rate": 4.712855637513172e-05,
232
+ "loss": 0.4583,
233
+ "step": 320
234
+ },
235
+ {
236
+ "epoch": 0.47,
237
+ "grad_norm": 5.268682956695557,
238
+ "learning_rate": 4.6865121180189675e-05,
239
+ "loss": 0.4926,
240
+ "step": 330
241
+ },
242
+ {
243
+ "epoch": 0.48,
244
+ "grad_norm": 8.957120895385742,
245
+ "learning_rate": 4.6601685985247633e-05,
246
+ "loss": 0.4615,
247
+ "step": 340
248
+ },
249
+ {
250
+ "epoch": 0.5,
251
+ "grad_norm": 5.488365650177002,
252
+ "learning_rate": 4.6338250790305585e-05,
253
+ "loss": 0.4487,
254
+ "step": 350
255
+ },
256
+ {
257
+ "epoch": 0.51,
258
+ "grad_norm": 9.455901145935059,
259
+ "learning_rate": 4.6074815595363544e-05,
260
+ "loss": 0.4429,
261
+ "step": 360
262
+ },
263
+ {
264
+ "epoch": 0.53,
265
+ "grad_norm": 10.715672492980957,
266
+ "learning_rate": 4.58113804004215e-05,
267
+ "loss": 0.4603,
268
+ "step": 370
269
+ },
270
+ {
271
+ "epoch": 0.54,
272
+ "grad_norm": 10.67427921295166,
273
+ "learning_rate": 4.5547945205479454e-05,
274
+ "loss": 0.3811,
275
+ "step": 380
276
+ },
277
+ {
278
+ "epoch": 0.55,
279
+ "grad_norm": 7.144228935241699,
280
+ "learning_rate": 4.528451001053741e-05,
281
+ "loss": 0.4789,
282
+ "step": 390
283
+ },
284
+ {
285
+ "epoch": 0.57,
286
+ "grad_norm": 10.277647972106934,
287
+ "learning_rate": 4.5021074815595364e-05,
288
+ "loss": 0.4265,
289
+ "step": 400
290
+ },
291
+ {
292
+ "epoch": 0.58,
293
+ "grad_norm": 9.004936218261719,
294
+ "learning_rate": 4.4757639620653316e-05,
295
+ "loss": 0.468,
296
+ "step": 410
297
+ },
298
+ {
299
+ "epoch": 0.6,
300
+ "grad_norm": 8.17403507232666,
301
+ "learning_rate": 4.449420442571128e-05,
302
+ "loss": 0.3897,
303
+ "step": 420
304
+ },
305
+ {
306
+ "epoch": 0.61,
307
+ "grad_norm": 7.23596715927124,
308
+ "learning_rate": 4.423076923076923e-05,
309
+ "loss": 0.3734,
310
+ "step": 430
311
+ },
312
+ {
313
+ "epoch": 0.63,
314
+ "grad_norm": 8.713665962219238,
315
+ "learning_rate": 4.396733403582719e-05,
316
+ "loss": 0.4557,
317
+ "step": 440
318
+ },
319
+ {
320
+ "epoch": 0.64,
321
+ "grad_norm": 9.222480773925781,
322
+ "learning_rate": 4.370389884088514e-05,
323
+ "loss": 0.3975,
324
+ "step": 450
325
+ },
326
+ {
327
+ "epoch": 0.65,
328
+ "grad_norm": 8.174620628356934,
329
+ "learning_rate": 4.34404636459431e-05,
330
+ "loss": 0.4742,
331
+ "step": 460
332
+ },
333
+ {
334
+ "epoch": 0.67,
335
+ "grad_norm": 10.548660278320312,
336
+ "learning_rate": 4.317702845100105e-05,
337
+ "loss": 0.4072,
338
+ "step": 470
339
+ },
340
+ {
341
+ "epoch": 0.68,
342
+ "grad_norm": 10.924005508422852,
343
+ "learning_rate": 4.291359325605901e-05,
344
+ "loss": 0.3547,
345
+ "step": 480
346
+ },
347
+ {
348
+ "epoch": 0.7,
349
+ "grad_norm": 7.682478427886963,
350
+ "learning_rate": 4.265015806111697e-05,
351
+ "loss": 0.3249,
352
+ "step": 490
353
+ },
354
+ {
355
+ "epoch": 0.71,
356
+ "grad_norm": 9.409101486206055,
357
+ "learning_rate": 4.238672286617492e-05,
358
+ "loss": 0.3852,
359
+ "step": 500
360
+ },
361
+ {
362
+ "epoch": 0.73,
363
+ "grad_norm": 8.597813606262207,
364
+ "learning_rate": 4.212328767123288e-05,
365
+ "loss": 0.3998,
366
+ "step": 510
367
+ },
368
+ {
369
+ "epoch": 0.74,
370
+ "grad_norm": 8.316597938537598,
371
+ "learning_rate": 4.185985247629083e-05,
372
+ "loss": 0.4554,
373
+ "step": 520
374
+ },
375
+ {
376
+ "epoch": 0.75,
377
+ "grad_norm": 7.785365581512451,
378
+ "learning_rate": 4.159641728134879e-05,
379
+ "loss": 0.4193,
380
+ "step": 530
381
+ },
382
+ {
383
+ "epoch": 0.77,
384
+ "grad_norm": 9.083528518676758,
385
+ "learning_rate": 4.133298208640675e-05,
386
+ "loss": 0.3247,
387
+ "step": 540
388
+ },
389
+ {
390
+ "epoch": 0.78,
391
+ "grad_norm": 6.537896633148193,
392
+ "learning_rate": 4.10695468914647e-05,
393
+ "loss": 0.3701,
394
+ "step": 550
395
+ },
396
+ {
397
+ "epoch": 0.8,
398
+ "grad_norm": 4.992751598358154,
399
+ "learning_rate": 4.080611169652266e-05,
400
+ "loss": 0.3539,
401
+ "step": 560
402
+ },
403
+ {
404
+ "epoch": 0.81,
405
+ "grad_norm": 9.362491607666016,
406
+ "learning_rate": 4.054267650158061e-05,
407
+ "loss": 0.3521,
408
+ "step": 570
409
+ },
410
+ {
411
+ "epoch": 0.82,
412
+ "grad_norm": 9.023208618164062,
413
+ "learning_rate": 4.027924130663857e-05,
414
+ "loss": 0.3028,
415
+ "step": 580
416
+ },
417
+ {
418
+ "epoch": 0.84,
419
+ "grad_norm": 11.851508140563965,
420
+ "learning_rate": 4.001580611169653e-05,
421
+ "loss": 0.3854,
422
+ "step": 590
423
+ },
424
+ {
425
+ "epoch": 0.85,
426
+ "grad_norm": 11.16539192199707,
427
+ "learning_rate": 3.975237091675448e-05,
428
+ "loss": 0.4021,
429
+ "step": 600
430
+ },
431
+ {
432
+ "epoch": 0.87,
433
+ "grad_norm": 7.1588311195373535,
434
+ "learning_rate": 3.948893572181244e-05,
435
+ "loss": 0.3865,
436
+ "step": 610
437
+ },
438
+ {
439
+ "epoch": 0.88,
440
+ "grad_norm": 8.23454761505127,
441
+ "learning_rate": 3.922550052687039e-05,
442
+ "loss": 0.3941,
443
+ "step": 620
444
+ },
445
+ {
446
+ "epoch": 0.9,
447
+ "grad_norm": 9.590554237365723,
448
+ "learning_rate": 3.896206533192835e-05,
449
+ "loss": 0.3831,
450
+ "step": 630
451
+ },
452
+ {
453
+ "epoch": 0.91,
454
+ "grad_norm": 7.980281829833984,
455
+ "learning_rate": 3.86986301369863e-05,
456
+ "loss": 0.4134,
457
+ "step": 640
458
+ },
459
+ {
460
+ "epoch": 0.92,
461
+ "grad_norm": 6.231551647186279,
462
+ "learning_rate": 3.843519494204426e-05,
463
+ "loss": 0.3746,
464
+ "step": 650
465
+ },
466
+ {
467
+ "epoch": 0.94,
468
+ "grad_norm": 8.723283767700195,
469
+ "learning_rate": 3.8171759747102217e-05,
470
+ "loss": 0.3349,
471
+ "step": 660
472
+ },
473
+ {
474
+ "epoch": 0.95,
475
+ "grad_norm": 7.533834934234619,
476
+ "learning_rate": 3.790832455216017e-05,
477
+ "loss": 0.3229,
478
+ "step": 670
479
+ },
480
+ {
481
+ "epoch": 0.97,
482
+ "grad_norm": 6.750338554382324,
483
+ "learning_rate": 3.764488935721813e-05,
484
+ "loss": 0.3163,
485
+ "step": 680
486
+ },
487
+ {
488
+ "epoch": 0.98,
489
+ "grad_norm": 11.813076972961426,
490
+ "learning_rate": 3.738145416227608e-05,
491
+ "loss": 0.4089,
492
+ "step": 690
493
+ },
494
+ {
495
+ "epoch": 1.0,
496
+ "grad_norm": 7.000370979309082,
497
+ "learning_rate": 3.711801896733404e-05,
498
+ "loss": 0.4327,
499
+ "step": 700
500
+ },
501
+ {
502
+ "epoch": 1.0,
503
+ "eval_accuracy": 0.9774,
504
+ "eval_loss": 0.06401650607585907,
505
+ "eval_runtime": 65.8888,
506
+ "eval_samples_per_second": 75.885,
507
+ "eval_steps_per_second": 4.75,
508
+ "step": 703
509
+ },
510
+ {
511
+ "epoch": 1.01,
512
+ "grad_norm": 7.698484420776367,
513
+ "learning_rate": 3.6854583772391995e-05,
514
+ "loss": 0.359,
515
+ "step": 710
516
+ },
517
+ {
518
+ "epoch": 1.02,
519
+ "grad_norm": 10.548850059509277,
520
+ "learning_rate": 3.6591148577449954e-05,
521
+ "loss": 0.3162,
522
+ "step": 720
523
+ },
524
+ {
525
+ "epoch": 1.04,
526
+ "grad_norm": 10.149295806884766,
527
+ "learning_rate": 3.6327713382507905e-05,
528
+ "loss": 0.3265,
529
+ "step": 730
530
+ },
531
+ {
532
+ "epoch": 1.05,
533
+ "grad_norm": 6.814464092254639,
534
+ "learning_rate": 3.606427818756586e-05,
535
+ "loss": 0.3536,
536
+ "step": 740
537
+ },
538
+ {
539
+ "epoch": 1.07,
540
+ "grad_norm": 8.711482048034668,
541
+ "learning_rate": 3.5800842992623816e-05,
542
+ "loss": 0.379,
543
+ "step": 750
544
+ },
545
+ {
546
+ "epoch": 1.08,
547
+ "grad_norm": 8.469487190246582,
548
+ "learning_rate": 3.5537407797681774e-05,
549
+ "loss": 0.3117,
550
+ "step": 760
551
+ },
552
+ {
553
+ "epoch": 1.09,
554
+ "grad_norm": 9.90764045715332,
555
+ "learning_rate": 3.527397260273973e-05,
556
+ "loss": 0.3177,
557
+ "step": 770
558
+ },
559
+ {
560
+ "epoch": 1.11,
561
+ "grad_norm": 7.835967063903809,
562
+ "learning_rate": 3.5010537407797684e-05,
563
+ "loss": 0.347,
564
+ "step": 780
565
+ },
566
+ {
567
+ "epoch": 1.12,
568
+ "grad_norm": 5.563517093658447,
569
+ "learning_rate": 3.4747102212855636e-05,
570
+ "loss": 0.3244,
571
+ "step": 790
572
+ },
573
+ {
574
+ "epoch": 1.14,
575
+ "grad_norm": 10.490474700927734,
576
+ "learning_rate": 3.4483667017913594e-05,
577
+ "loss": 0.3159,
578
+ "step": 800
579
+ },
580
+ {
581
+ "epoch": 1.15,
582
+ "grad_norm": 7.063011169433594,
583
+ "learning_rate": 3.4220231822971546e-05,
584
+ "loss": 0.2711,
585
+ "step": 810
586
+ },
587
+ {
588
+ "epoch": 1.17,
589
+ "grad_norm": 9.191926002502441,
590
+ "learning_rate": 3.3956796628029505e-05,
591
+ "loss": 0.3441,
592
+ "step": 820
593
+ },
594
+ {
595
+ "epoch": 1.18,
596
+ "grad_norm": 5.757563591003418,
597
+ "learning_rate": 3.369336143308746e-05,
598
+ "loss": 0.3562,
599
+ "step": 830
600
+ },
601
+ {
602
+ "epoch": 1.19,
603
+ "grad_norm": 5.849490642547607,
604
+ "learning_rate": 3.342992623814542e-05,
605
+ "loss": 0.2797,
606
+ "step": 840
607
+ },
608
+ {
609
+ "epoch": 1.21,
610
+ "grad_norm": 5.61791467666626,
611
+ "learning_rate": 3.316649104320337e-05,
612
+ "loss": 0.3362,
613
+ "step": 850
614
+ },
615
+ {
616
+ "epoch": 1.22,
617
+ "grad_norm": 7.7571916580200195,
618
+ "learning_rate": 3.2903055848261325e-05,
619
+ "loss": 0.2682,
620
+ "step": 860
621
+ },
622
+ {
623
+ "epoch": 1.24,
624
+ "grad_norm": 9.108525276184082,
625
+ "learning_rate": 3.2639620653319283e-05,
626
+ "loss": 0.3755,
627
+ "step": 870
628
+ },
629
+ {
630
+ "epoch": 1.25,
631
+ "grad_norm": 5.915694713592529,
632
+ "learning_rate": 3.237618545837724e-05,
633
+ "loss": 0.3061,
634
+ "step": 880
635
+ },
636
+ {
637
+ "epoch": 1.27,
638
+ "grad_norm": 7.744335651397705,
639
+ "learning_rate": 3.21127502634352e-05,
640
+ "loss": 0.367,
641
+ "step": 890
642
+ },
643
+ {
644
+ "epoch": 1.28,
645
+ "grad_norm": 9.851384162902832,
646
+ "learning_rate": 3.184931506849315e-05,
647
+ "loss": 0.3318,
648
+ "step": 900
649
+ },
650
+ {
651
+ "epoch": 1.29,
652
+ "grad_norm": 6.104685306549072,
653
+ "learning_rate": 3.1585879873551104e-05,
654
+ "loss": 0.3477,
655
+ "step": 910
656
+ },
657
+ {
658
+ "epoch": 1.31,
659
+ "grad_norm": 7.819393157958984,
660
+ "learning_rate": 3.132244467860906e-05,
661
+ "loss": 0.2994,
662
+ "step": 920
663
+ },
664
+ {
665
+ "epoch": 1.32,
666
+ "grad_norm": 9.686634063720703,
667
+ "learning_rate": 3.105900948366702e-05,
668
+ "loss": 0.2885,
669
+ "step": 930
670
+ },
671
+ {
672
+ "epoch": 1.34,
673
+ "grad_norm": 4.374415397644043,
674
+ "learning_rate": 3.079557428872498e-05,
675
+ "loss": 0.3053,
676
+ "step": 940
677
+ },
678
+ {
679
+ "epoch": 1.35,
680
+ "grad_norm": 9.000449180603027,
681
+ "learning_rate": 3.053213909378293e-05,
682
+ "loss": 0.2896,
683
+ "step": 950
684
+ },
685
+ {
686
+ "epoch": 1.37,
687
+ "grad_norm": 6.736356258392334,
688
+ "learning_rate": 3.026870389884089e-05,
689
+ "loss": 0.2897,
690
+ "step": 960
691
+ },
692
+ {
693
+ "epoch": 1.38,
694
+ "grad_norm": 6.521255016326904,
695
+ "learning_rate": 3.000526870389884e-05,
696
+ "loss": 0.3365,
697
+ "step": 970
698
+ },
699
+ {
700
+ "epoch": 1.39,
701
+ "grad_norm": 7.526865482330322,
702
+ "learning_rate": 2.9741833508956796e-05,
703
+ "loss": 0.2817,
704
+ "step": 980
705
+ },
706
+ {
707
+ "epoch": 1.41,
708
+ "grad_norm": 3.9108359813690186,
709
+ "learning_rate": 2.9478398314014755e-05,
710
+ "loss": 0.3002,
711
+ "step": 990
712
+ },
713
+ {
714
+ "epoch": 1.42,
715
+ "grad_norm": 9.110422134399414,
716
+ "learning_rate": 2.921496311907271e-05,
717
+ "loss": 0.3055,
718
+ "step": 1000
719
+ },
720
+ {
721
+ "epoch": 1.44,
722
+ "grad_norm": 5.4320573806762695,
723
+ "learning_rate": 2.8951527924130668e-05,
724
+ "loss": 0.3126,
725
+ "step": 1010
726
+ },
727
+ {
728
+ "epoch": 1.45,
729
+ "grad_norm": 8.311667442321777,
730
+ "learning_rate": 2.868809272918862e-05,
731
+ "loss": 0.3177,
732
+ "step": 1020
733
+ },
734
+ {
735
+ "epoch": 1.46,
736
+ "grad_norm": 8.694578170776367,
737
+ "learning_rate": 2.842465753424658e-05,
738
+ "loss": 0.2458,
739
+ "step": 1030
740
+ },
741
+ {
742
+ "epoch": 1.48,
743
+ "grad_norm": 6.780071258544922,
744
+ "learning_rate": 2.8161222339304533e-05,
745
+ "loss": 0.2171,
746
+ "step": 1040
747
+ },
748
+ {
749
+ "epoch": 1.49,
750
+ "grad_norm": 8.7374906539917,
751
+ "learning_rate": 2.7897787144362485e-05,
752
+ "loss": 0.2914,
753
+ "step": 1050
754
+ },
755
+ {
756
+ "epoch": 1.51,
757
+ "grad_norm": 8.430846214294434,
758
+ "learning_rate": 2.7634351949420444e-05,
759
+ "loss": 0.2981,
760
+ "step": 1060
761
+ },
762
+ {
763
+ "epoch": 1.52,
764
+ "grad_norm": 6.208935737609863,
765
+ "learning_rate": 2.73709167544784e-05,
766
+ "loss": 0.2859,
767
+ "step": 1070
768
+ },
769
+ {
770
+ "epoch": 1.54,
771
+ "grad_norm": 6.287723541259766,
772
+ "learning_rate": 2.7107481559536357e-05,
773
+ "loss": 0.2559,
774
+ "step": 1080
775
+ },
776
+ {
777
+ "epoch": 1.55,
778
+ "grad_norm": 9.158524513244629,
779
+ "learning_rate": 2.6844046364594312e-05,
780
+ "loss": 0.2544,
781
+ "step": 1090
782
+ },
783
+ {
784
+ "epoch": 1.56,
785
+ "grad_norm": 8.676222801208496,
786
+ "learning_rate": 2.6580611169652264e-05,
787
+ "loss": 0.2648,
788
+ "step": 1100
789
+ },
790
+ {
791
+ "epoch": 1.58,
792
+ "grad_norm": 5.815190315246582,
793
+ "learning_rate": 2.6317175974710222e-05,
794
+ "loss": 0.2794,
795
+ "step": 1110
796
+ },
797
+ {
798
+ "epoch": 1.59,
799
+ "grad_norm": 7.133479595184326,
800
+ "learning_rate": 2.6053740779768177e-05,
801
+ "loss": 0.3008,
802
+ "step": 1120
803
+ },
804
+ {
805
+ "epoch": 1.61,
806
+ "grad_norm": 9.465476989746094,
807
+ "learning_rate": 2.5790305584826136e-05,
808
+ "loss": 0.3032,
809
+ "step": 1130
810
+ },
811
+ {
812
+ "epoch": 1.62,
813
+ "grad_norm": 5.298926830291748,
814
+ "learning_rate": 2.5526870389884088e-05,
815
+ "loss": 0.2616,
816
+ "step": 1140
817
+ },
818
+ {
819
+ "epoch": 1.64,
820
+ "grad_norm": 3.1998720169067383,
821
+ "learning_rate": 2.5263435194942046e-05,
822
+ "loss": 0.3016,
823
+ "step": 1150
824
+ },
825
+ {
826
+ "epoch": 1.65,
827
+ "grad_norm": 9.716959953308105,
828
+ "learning_rate": 2.5e-05,
829
+ "loss": 0.2625,
830
+ "step": 1160
831
+ },
832
+ {
833
+ "epoch": 1.66,
834
+ "grad_norm": 9.040936470031738,
835
+ "learning_rate": 2.4736564805057956e-05,
836
+ "loss": 0.2634,
837
+ "step": 1170
838
+ },
839
+ {
840
+ "epoch": 1.68,
841
+ "grad_norm": 7.872269630432129,
842
+ "learning_rate": 2.4473129610115915e-05,
843
+ "loss": 0.2744,
844
+ "step": 1180
845
+ },
846
+ {
847
+ "epoch": 1.69,
848
+ "grad_norm": 4.666429042816162,
849
+ "learning_rate": 2.420969441517387e-05,
850
+ "loss": 0.2552,
851
+ "step": 1190
852
+ },
853
+ {
854
+ "epoch": 1.71,
855
+ "grad_norm": 5.423487663269043,
856
+ "learning_rate": 2.394625922023182e-05,
857
+ "loss": 0.3138,
858
+ "step": 1200
859
+ },
860
+ {
861
+ "epoch": 1.72,
862
+ "grad_norm": 5.613728046417236,
863
+ "learning_rate": 2.368282402528978e-05,
864
+ "loss": 0.3048,
865
+ "step": 1210
866
+ },
867
+ {
868
+ "epoch": 1.73,
869
+ "grad_norm": 5.959019660949707,
870
+ "learning_rate": 2.3419388830347735e-05,
871
+ "loss": 0.2784,
872
+ "step": 1220
873
+ },
874
+ {
875
+ "epoch": 1.75,
876
+ "grad_norm": 5.206528663635254,
877
+ "learning_rate": 2.315595363540569e-05,
878
+ "loss": 0.3245,
879
+ "step": 1230
880
+ },
881
+ {
882
+ "epoch": 1.76,
883
+ "grad_norm": 6.318498611450195,
884
+ "learning_rate": 2.289251844046365e-05,
885
+ "loss": 0.299,
886
+ "step": 1240
887
+ },
888
+ {
889
+ "epoch": 1.78,
890
+ "grad_norm": 5.1116437911987305,
891
+ "learning_rate": 2.2629083245521604e-05,
892
+ "loss": 0.2706,
893
+ "step": 1250
894
+ },
895
+ {
896
+ "epoch": 1.79,
897
+ "grad_norm": 9.792173385620117,
898
+ "learning_rate": 2.236564805057956e-05,
899
+ "loss": 0.2698,
900
+ "step": 1260
901
+ },
902
+ {
903
+ "epoch": 1.81,
904
+ "grad_norm": 5.214483737945557,
905
+ "learning_rate": 2.2102212855637514e-05,
906
+ "loss": 0.2968,
907
+ "step": 1270
908
+ },
909
+ {
910
+ "epoch": 1.82,
911
+ "grad_norm": 5.681826114654541,
912
+ "learning_rate": 2.183877766069547e-05,
913
+ "loss": 0.2893,
914
+ "step": 1280
915
+ },
916
+ {
917
+ "epoch": 1.83,
918
+ "grad_norm": 4.573737621307373,
919
+ "learning_rate": 2.1575342465753427e-05,
920
+ "loss": 0.2424,
921
+ "step": 1290
922
+ },
923
+ {
924
+ "epoch": 1.85,
925
+ "grad_norm": 5.404233932495117,
926
+ "learning_rate": 2.1311907270811383e-05,
927
+ "loss": 0.2956,
928
+ "step": 1300
929
+ },
930
+ {
931
+ "epoch": 1.86,
932
+ "grad_norm": 7.8233160972595215,
933
+ "learning_rate": 2.1048472075869338e-05,
934
+ "loss": 0.2992,
935
+ "step": 1310
936
+ },
937
+ {
938
+ "epoch": 1.88,
939
+ "grad_norm": 5.9538373947143555,
940
+ "learning_rate": 2.0785036880927293e-05,
941
+ "loss": 0.2843,
942
+ "step": 1320
943
+ },
944
+ {
945
+ "epoch": 1.89,
946
+ "grad_norm": 6.776533603668213,
947
+ "learning_rate": 2.0521601685985248e-05,
948
+ "loss": 0.2255,
949
+ "step": 1330
950
+ },
951
+ {
952
+ "epoch": 1.91,
953
+ "grad_norm": 4.279127597808838,
954
+ "learning_rate": 2.0258166491043203e-05,
955
+ "loss": 0.2791,
956
+ "step": 1340
957
+ },
958
+ {
959
+ "epoch": 1.92,
960
+ "grad_norm": 9.389575958251953,
961
+ "learning_rate": 1.999473129610116e-05,
962
+ "loss": 0.3064,
963
+ "step": 1350
964
+ },
965
+ {
966
+ "epoch": 1.93,
967
+ "grad_norm": 6.343210697174072,
968
+ "learning_rate": 1.9731296101159116e-05,
969
+ "loss": 0.215,
970
+ "step": 1360
971
+ },
972
+ {
973
+ "epoch": 1.95,
974
+ "grad_norm": 6.596449375152588,
975
+ "learning_rate": 1.946786090621707e-05,
976
+ "loss": 0.2429,
977
+ "step": 1370
978
+ },
979
+ {
980
+ "epoch": 1.96,
981
+ "grad_norm": 6.299315929412842,
982
+ "learning_rate": 1.9204425711275027e-05,
983
+ "loss": 0.3099,
984
+ "step": 1380
985
+ },
986
+ {
987
+ "epoch": 1.98,
988
+ "grad_norm": 7.726513385772705,
989
+ "learning_rate": 1.894099051633298e-05,
990
+ "loss": 0.2435,
991
+ "step": 1390
992
+ },
993
+ {
994
+ "epoch": 1.99,
995
+ "grad_norm": 7.626183986663818,
996
+ "learning_rate": 1.8677555321390937e-05,
997
+ "loss": 0.2814,
998
+ "step": 1400
999
+ },
1000
+ {
1001
+ "epoch": 2.0,
1002
+ "eval_accuracy": 0.9834,
1003
+ "eval_loss": 0.048424676060676575,
1004
+ "eval_runtime": 66.0101,
1005
+ "eval_samples_per_second": 75.746,
1006
+ "eval_steps_per_second": 4.742,
1007
+ "step": 1406
1008
+ },
1009
+ {
1010
+ "epoch": 2.0,
1011
+ "grad_norm": 5.147545337677002,
1012
+ "learning_rate": 1.8414120126448895e-05,
1013
+ "loss": 0.2343,
1014
+ "step": 1410
1015
+ },
1016
+ {
1017
+ "epoch": 2.02,
1018
+ "grad_norm": 3.9744009971618652,
1019
+ "learning_rate": 1.815068493150685e-05,
1020
+ "loss": 0.2542,
1021
+ "step": 1420
1022
+ },
1023
+ {
1024
+ "epoch": 2.03,
1025
+ "grad_norm": 7.23543643951416,
1026
+ "learning_rate": 1.7887249736564805e-05,
1027
+ "loss": 0.2568,
1028
+ "step": 1430
1029
+ },
1030
+ {
1031
+ "epoch": 2.05,
1032
+ "grad_norm": 4.5337395668029785,
1033
+ "learning_rate": 1.7623814541622764e-05,
1034
+ "loss": 0.2348,
1035
+ "step": 1440
1036
+ },
1037
+ {
1038
+ "epoch": 2.06,
1039
+ "grad_norm": 7.225223541259766,
1040
+ "learning_rate": 1.7360379346680716e-05,
1041
+ "loss": 0.2861,
1042
+ "step": 1450
1043
+ },
1044
+ {
1045
+ "epoch": 2.08,
1046
+ "grad_norm": 6.333385467529297,
1047
+ "learning_rate": 1.7096944151738674e-05,
1048
+ "loss": 0.2237,
1049
+ "step": 1460
1050
+ },
1051
+ {
1052
+ "epoch": 2.09,
1053
+ "grad_norm": 9.622603416442871,
1054
+ "learning_rate": 1.683350895679663e-05,
1055
+ "loss": 0.2707,
1056
+ "step": 1470
1057
+ },
1058
+ {
1059
+ "epoch": 2.1,
1060
+ "grad_norm": 3.6370978355407715,
1061
+ "learning_rate": 1.6570073761854584e-05,
1062
+ "loss": 0.2177,
1063
+ "step": 1480
1064
+ },
1065
+ {
1066
+ "epoch": 2.12,
1067
+ "grad_norm": 5.092869758605957,
1068
+ "learning_rate": 1.630663856691254e-05,
1069
+ "loss": 0.174,
1070
+ "step": 1490
1071
+ },
1072
+ {
1073
+ "epoch": 2.13,
1074
+ "grad_norm": 7.764402389526367,
1075
+ "learning_rate": 1.6043203371970498e-05,
1076
+ "loss": 0.2166,
1077
+ "step": 1500
1078
+ },
1079
+ {
1080
+ "epoch": 2.15,
1081
+ "grad_norm": 5.907904624938965,
1082
+ "learning_rate": 1.577976817702845e-05,
1083
+ "loss": 0.219,
1084
+ "step": 1510
1085
+ },
1086
+ {
1087
+ "epoch": 2.16,
1088
+ "grad_norm": 5.130086898803711,
1089
+ "learning_rate": 1.5516332982086408e-05,
1090
+ "loss": 0.1956,
1091
+ "step": 1520
1092
+ },
1093
+ {
1094
+ "epoch": 2.18,
1095
+ "grad_norm": 7.971607685089111,
1096
+ "learning_rate": 1.5252897787144363e-05,
1097
+ "loss": 0.1871,
1098
+ "step": 1530
1099
+ },
1100
+ {
1101
+ "epoch": 2.19,
1102
+ "grad_norm": 10.202670097351074,
1103
+ "learning_rate": 1.498946259220232e-05,
1104
+ "loss": 0.2444,
1105
+ "step": 1540
1106
+ },
1107
+ {
1108
+ "epoch": 2.2,
1109
+ "grad_norm": 5.461312770843506,
1110
+ "learning_rate": 1.4726027397260275e-05,
1111
+ "loss": 0.2538,
1112
+ "step": 1550
1113
+ },
1114
+ {
1115
+ "epoch": 2.22,
1116
+ "grad_norm": 8.133660316467285,
1117
+ "learning_rate": 1.4462592202318232e-05,
1118
+ "loss": 0.2324,
1119
+ "step": 1560
1120
+ },
1121
+ {
1122
+ "epoch": 2.23,
1123
+ "grad_norm": 7.940431594848633,
1124
+ "learning_rate": 1.4199157007376185e-05,
1125
+ "loss": 0.2264,
1126
+ "step": 1570
1127
+ },
1128
+ {
1129
+ "epoch": 2.25,
1130
+ "grad_norm": 6.688675403594971,
1131
+ "learning_rate": 1.3935721812434142e-05,
1132
+ "loss": 0.199,
1133
+ "step": 1580
1134
+ },
1135
+ {
1136
+ "epoch": 2.26,
1137
+ "grad_norm": 7.409407138824463,
1138
+ "learning_rate": 1.3672286617492097e-05,
1139
+ "loss": 0.2311,
1140
+ "step": 1590
1141
+ },
1142
+ {
1143
+ "epoch": 2.28,
1144
+ "grad_norm": 9.85133171081543,
1145
+ "learning_rate": 1.3408851422550054e-05,
1146
+ "loss": 0.2153,
1147
+ "step": 1600
1148
+ },
1149
+ {
1150
+ "epoch": 2.29,
1151
+ "grad_norm": 6.340139865875244,
1152
+ "learning_rate": 1.3145416227608009e-05,
1153
+ "loss": 0.2717,
1154
+ "step": 1610
1155
+ },
1156
+ {
1157
+ "epoch": 2.3,
1158
+ "grad_norm": 5.589156627655029,
1159
+ "learning_rate": 1.2881981032665966e-05,
1160
+ "loss": 0.2068,
1161
+ "step": 1620
1162
+ },
1163
+ {
1164
+ "epoch": 2.32,
1165
+ "grad_norm": 8.83266830444336,
1166
+ "learning_rate": 1.2618545837723922e-05,
1167
+ "loss": 0.2459,
1168
+ "step": 1630
1169
+ },
1170
+ {
1171
+ "epoch": 2.33,
1172
+ "grad_norm": 6.671909809112549,
1173
+ "learning_rate": 1.2355110642781877e-05,
1174
+ "loss": 0.2332,
1175
+ "step": 1640
1176
+ },
1177
+ {
1178
+ "epoch": 2.35,
1179
+ "grad_norm": 8.771206855773926,
1180
+ "learning_rate": 1.209167544783983e-05,
1181
+ "loss": 0.2526,
1182
+ "step": 1650
1183
+ },
1184
+ {
1185
+ "epoch": 2.36,
1186
+ "grad_norm": 9.015884399414062,
1187
+ "learning_rate": 1.1828240252897788e-05,
1188
+ "loss": 0.2239,
1189
+ "step": 1660
1190
+ },
1191
+ {
1192
+ "epoch": 2.37,
1193
+ "grad_norm": 9.24109172821045,
1194
+ "learning_rate": 1.1564805057955744e-05,
1195
+ "loss": 0.2304,
1196
+ "step": 1670
1197
+ },
1198
+ {
1199
+ "epoch": 2.39,
1200
+ "grad_norm": 6.8663330078125,
1201
+ "learning_rate": 1.1301369863013698e-05,
1202
+ "loss": 0.2107,
1203
+ "step": 1680
1204
+ },
1205
+ {
1206
+ "epoch": 2.4,
1207
+ "grad_norm": 5.675321578979492,
1208
+ "learning_rate": 1.1037934668071655e-05,
1209
+ "loss": 0.2607,
1210
+ "step": 1690
1211
+ },
1212
+ {
1213
+ "epoch": 2.42,
1214
+ "grad_norm": 6.900195598602295,
1215
+ "learning_rate": 1.0774499473129611e-05,
1216
+ "loss": 0.2323,
1217
+ "step": 1700
1218
+ },
1219
+ {
1220
+ "epoch": 2.43,
1221
+ "grad_norm": 11.515998840332031,
1222
+ "learning_rate": 1.0511064278187566e-05,
1223
+ "loss": 0.2704,
1224
+ "step": 1710
1225
+ },
1226
+ {
1227
+ "epoch": 2.45,
1228
+ "grad_norm": 7.85768461227417,
1229
+ "learning_rate": 1.0247629083245521e-05,
1230
+ "loss": 0.2175,
1231
+ "step": 1720
1232
+ },
1233
+ {
1234
+ "epoch": 2.46,
1235
+ "grad_norm": 4.934202194213867,
1236
+ "learning_rate": 9.984193888303478e-06,
1237
+ "loss": 0.2069,
1238
+ "step": 1730
1239
+ },
1240
+ {
1241
+ "epoch": 2.47,
1242
+ "grad_norm": 5.035346031188965,
1243
+ "learning_rate": 9.720758693361433e-06,
1244
+ "loss": 0.2145,
1245
+ "step": 1740
1246
+ },
1247
+ {
1248
+ "epoch": 2.49,
1249
+ "grad_norm": 7.098711967468262,
1250
+ "learning_rate": 9.457323498419388e-06,
1251
+ "loss": 0.2642,
1252
+ "step": 1750
1253
+ },
1254
+ {
1255
+ "epoch": 2.5,
1256
+ "grad_norm": 7.717360019683838,
1257
+ "learning_rate": 9.193888303477345e-06,
1258
+ "loss": 0.1801,
1259
+ "step": 1760
1260
+ },
1261
+ {
1262
+ "epoch": 2.52,
1263
+ "grad_norm": 7.103116035461426,
1264
+ "learning_rate": 8.930453108535302e-06,
1265
+ "loss": 0.212,
1266
+ "step": 1770
1267
+ },
1268
+ {
1269
+ "epoch": 2.53,
1270
+ "grad_norm": 4.945562839508057,
1271
+ "learning_rate": 8.667017913593255e-06,
1272
+ "loss": 0.2158,
1273
+ "step": 1780
1274
+ },
1275
+ {
1276
+ "epoch": 2.55,
1277
+ "grad_norm": 8.597467422485352,
1278
+ "learning_rate": 8.403582718651212e-06,
1279
+ "loss": 0.233,
1280
+ "step": 1790
1281
+ },
1282
+ {
1283
+ "epoch": 2.56,
1284
+ "grad_norm": 3.4780356884002686,
1285
+ "learning_rate": 8.140147523709169e-06,
1286
+ "loss": 0.2139,
1287
+ "step": 1800
1288
+ },
1289
+ {
1290
+ "epoch": 2.57,
1291
+ "grad_norm": 8.698033332824707,
1292
+ "learning_rate": 7.876712328767124e-06,
1293
+ "loss": 0.2285,
1294
+ "step": 1810
1295
+ },
1296
+ {
1297
+ "epoch": 2.59,
1298
+ "grad_norm": 8.690217971801758,
1299
+ "learning_rate": 7.613277133825079e-06,
1300
+ "loss": 0.221,
1301
+ "step": 1820
1302
+ },
1303
+ {
1304
+ "epoch": 2.6,
1305
+ "grad_norm": 6.253328800201416,
1306
+ "learning_rate": 7.349841938883036e-06,
1307
+ "loss": 0.2156,
1308
+ "step": 1830
1309
+ },
1310
+ {
1311
+ "epoch": 2.62,
1312
+ "grad_norm": 6.390902042388916,
1313
+ "learning_rate": 7.08640674394099e-06,
1314
+ "loss": 0.2134,
1315
+ "step": 1840
1316
+ },
1317
+ {
1318
+ "epoch": 2.63,
1319
+ "grad_norm": 3.520571231842041,
1320
+ "learning_rate": 6.822971548998947e-06,
1321
+ "loss": 0.2177,
1322
+ "step": 1850
1323
+ },
1324
+ {
1325
+ "epoch": 2.64,
1326
+ "grad_norm": 4.312754154205322,
1327
+ "learning_rate": 6.559536354056903e-06,
1328
+ "loss": 0.1913,
1329
+ "step": 1860
1330
+ },
1331
+ {
1332
+ "epoch": 2.66,
1333
+ "grad_norm": 4.5632758140563965,
1334
+ "learning_rate": 6.296101159114858e-06,
1335
+ "loss": 0.2014,
1336
+ "step": 1870
1337
+ },
1338
+ {
1339
+ "epoch": 2.67,
1340
+ "grad_norm": 8.447988510131836,
1341
+ "learning_rate": 6.032665964172814e-06,
1342
+ "loss": 0.2445,
1343
+ "step": 1880
1344
+ },
1345
+ {
1346
+ "epoch": 2.69,
1347
+ "grad_norm": 4.897846698760986,
1348
+ "learning_rate": 5.76923076923077e-06,
1349
+ "loss": 0.1689,
1350
+ "step": 1890
1351
+ },
1352
+ {
1353
+ "epoch": 2.7,
1354
+ "grad_norm": 6.561771392822266,
1355
+ "learning_rate": 5.505795574288726e-06,
1356
+ "loss": 0.2089,
1357
+ "step": 1900
1358
+ },
1359
+ {
1360
+ "epoch": 2.72,
1361
+ "grad_norm": 8.186767578125,
1362
+ "learning_rate": 5.242360379346681e-06,
1363
+ "loss": 0.2337,
1364
+ "step": 1910
1365
+ },
1366
+ {
1367
+ "epoch": 2.73,
1368
+ "grad_norm": 3.8493165969848633,
1369
+ "learning_rate": 4.978925184404637e-06,
1370
+ "loss": 0.2202,
1371
+ "step": 1920
1372
+ },
1373
+ {
1374
+ "epoch": 2.74,
1375
+ "grad_norm": 4.461836814880371,
1376
+ "learning_rate": 4.715489989462593e-06,
1377
+ "loss": 0.2052,
1378
+ "step": 1930
1379
+ },
1380
+ {
1381
+ "epoch": 2.76,
1382
+ "grad_norm": 6.122828483581543,
1383
+ "learning_rate": 4.452054794520548e-06,
1384
+ "loss": 0.2447,
1385
+ "step": 1940
1386
+ },
1387
+ {
1388
+ "epoch": 2.77,
1389
+ "grad_norm": 7.432437419891357,
1390
+ "learning_rate": 4.188619599578504e-06,
1391
+ "loss": 0.2148,
1392
+ "step": 1950
1393
+ },
1394
+ {
1395
+ "epoch": 2.79,
1396
+ "grad_norm": 5.491920471191406,
1397
+ "learning_rate": 3.92518440463646e-06,
1398
+ "loss": 0.2425,
1399
+ "step": 1960
1400
+ },
1401
+ {
1402
+ "epoch": 2.8,
1403
+ "grad_norm": 5.547910690307617,
1404
+ "learning_rate": 3.661749209694415e-06,
1405
+ "loss": 0.2409,
1406
+ "step": 1970
1407
+ },
1408
+ {
1409
+ "epoch": 2.82,
1410
+ "grad_norm": 7.146701335906982,
1411
+ "learning_rate": 3.398314014752371e-06,
1412
+ "loss": 0.2349,
1413
+ "step": 1980
1414
+ },
1415
+ {
1416
+ "epoch": 2.83,
1417
+ "grad_norm": 9.67960262298584,
1418
+ "learning_rate": 3.1348788198103265e-06,
1419
+ "loss": 0.2119,
1420
+ "step": 1990
1421
+ },
1422
+ {
1423
+ "epoch": 2.84,
1424
+ "grad_norm": 7.780117511749268,
1425
+ "learning_rate": 2.8714436248682825e-06,
1426
+ "loss": 0.225,
1427
+ "step": 2000
1428
+ },
1429
+ {
1430
+ "epoch": 2.86,
1431
+ "grad_norm": 7.887894153594971,
1432
+ "learning_rate": 2.6080084299262384e-06,
1433
+ "loss": 0.1839,
1434
+ "step": 2010
1435
+ },
1436
+ {
1437
+ "epoch": 2.87,
1438
+ "grad_norm": 3.4736483097076416,
1439
+ "learning_rate": 2.3445732349841943e-06,
1440
+ "loss": 0.1897,
1441
+ "step": 2020
1442
+ },
1443
+ {
1444
+ "epoch": 2.89,
1445
+ "grad_norm": 3.9504001140594482,
1446
+ "learning_rate": 2.08113804004215e-06,
1447
+ "loss": 0.1665,
1448
+ "step": 2030
1449
+ },
1450
+ {
1451
+ "epoch": 2.9,
1452
+ "grad_norm": 3.5273189544677734,
1453
+ "learning_rate": 1.8177028451001056e-06,
1454
+ "loss": 0.1694,
1455
+ "step": 2040
1456
+ },
1457
+ {
1458
+ "epoch": 2.92,
1459
+ "grad_norm": 6.938018321990967,
1460
+ "learning_rate": 1.554267650158061e-06,
1461
+ "loss": 0.2071,
1462
+ "step": 2050
1463
+ },
1464
+ {
1465
+ "epoch": 2.93,
1466
+ "grad_norm": 3.9890809059143066,
1467
+ "learning_rate": 1.290832455216017e-06,
1468
+ "loss": 0.1837,
1469
+ "step": 2060
1470
+ },
1471
+ {
1472
+ "epoch": 2.94,
1473
+ "grad_norm": 5.470897197723389,
1474
+ "learning_rate": 1.0273972602739725e-06,
1475
+ "loss": 0.1977,
1476
+ "step": 2070
1477
+ },
1478
+ {
1479
+ "epoch": 2.96,
1480
+ "grad_norm": 7.521297931671143,
1481
+ "learning_rate": 7.639620653319284e-07,
1482
+ "loss": 0.2391,
1483
+ "step": 2080
1484
+ },
1485
+ {
1486
+ "epoch": 2.97,
1487
+ "grad_norm": 5.917148590087891,
1488
+ "learning_rate": 5.00526870389884e-07,
1489
+ "loss": 0.1858,
1490
+ "step": 2090
1491
+ },
1492
+ {
1493
+ "epoch": 2.99,
1494
+ "grad_norm": 5.207727909088135,
1495
+ "learning_rate": 2.3709167544783985e-07,
1496
+ "loss": 0.1655,
1497
+ "step": 2100
1498
+ },
1499
+ {
1500
+ "epoch": 3.0,
1501
+ "eval_accuracy": 0.9882,
1502
+ "eval_loss": 0.03509841486811638,
1503
+ "eval_runtime": 65.8746,
1504
+ "eval_samples_per_second": 75.902,
1505
+ "eval_steps_per_second": 4.751,
1506
+ "step": 2109
1507
+ },
1508
+ {
1509
+ "epoch": 3.0,
1510
+ "step": 2109,
1511
+ "total_flos": 1.045459878817923e+19,
1512
+ "train_loss": 0.37951253058504525,
1513
+ "train_runtime": 4954.8349,
1514
+ "train_samples_per_second": 27.246,
1515
+ "train_steps_per_second": 0.426
1516
+ }
1517
+ ],
1518
+ "logging_steps": 10,
1519
+ "max_steps": 2109,
1520
+ "num_input_tokens_seen": 0,
1521
+ "num_train_epochs": 3,
1522
+ "save_steps": 500,
1523
+ "total_flos": 1.045459878817923e+19,
1524
+ "train_batch_size": 16,
1525
+ "trial_name": null,
1526
+ "trial_params": null
1527
+ }