edlee123 commited on
Commit
a9bd24f
1 Parent(s): 2063584

End of training

Browse files
README.md CHANGED
@@ -4,7 +4,7 @@ base_model: BridgeTower/bridgetower-large-itm-mlm-itc
4
  tags:
5
  - generated_from_trainer
6
  datasets:
7
- - newyorker_caption_contest
8
  model-index:
9
  - name: bridgetower
10
  results: []
@@ -15,7 +15,12 @@ should probably proofread and complete it, then remove this comment. -->
15
 
16
  # bridgetower
17
 
18
- This model is a fine-tuned version of [BridgeTower/bridgetower-large-itm-mlm-itc](https://huggingface.co/BridgeTower/bridgetower-large-itm-mlm-itc) on the newyorker_caption_contest dataset.
 
 
 
 
 
19
 
20
  ## Model description
21
 
 
4
  tags:
5
  - generated_from_trainer
6
  datasets:
7
+ - jmhessel/newyorker_caption_contest
8
  model-index:
9
  - name: bridgetower
10
  results: []
 
15
 
16
  # bridgetower
17
 
18
+ This model is a fine-tuned version of [BridgeTower/bridgetower-large-itm-mlm-itc](https://huggingface.co/BridgeTower/bridgetower-large-itm-mlm-itc) on the jmhessel/newyorker_caption_contest matching dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 0.1309
21
+ - Memory Allocated (gb): 51.27
22
+ - Max Memory Allocated (gb): 57.18
23
+ - Total Memory Available (gb): 94.62
24
 
25
  ## Model description
26
 
all_results.json CHANGED
@@ -1,15 +1,15 @@
1
  {
2
- "epoch": 5.0,
3
- "eval_loss": 0.12431247532367706,
4
- "eval_runtime": 8.9978,
5
- "eval_samples_per_second": 65.301,
6
- "eval_steps_per_second": 4.081,
7
- "max_memory_allocated (GB)": 60.52,
8
  "memory_allocated (GB)": 51.27,
9
- "total_flos": 3.0598946525952e+16,
10
  "total_memory_available (GB)": 94.62,
11
- "train_loss": 0.06082177159737567,
12
- "train_runtime": 1079.1005,
13
- "train_samples_per_second": 52.128,
14
- "train_steps_per_second": 1.304
15
  }
 
1
  {
2
+ "epoch": 8.0,
3
+ "eval_loss": 0.13085901737213135,
4
+ "eval_runtime": 13.1603,
5
+ "eval_samples_per_second": 46.572,
6
+ "eval_steps_per_second": 2.911,
7
+ "max_memory_allocated (GB)": 57.18,
8
  "memory_allocated (GB)": 51.27,
9
+ "total_flos": 4.89583144415232e+16,
10
  "total_memory_available (GB)": 94.62,
11
+ "train_loss": 0.057532464606421335,
12
+ "train_runtime": 1666.2328,
13
+ "train_samples_per_second": 52.538,
14
+ "train_steps_per_second": 1.315
15
  }
runs/Oct16_22-15-24_workload-ai-workshop/events.out.tfevents.1729118757.workload-ai-workshop.20257.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e59b885b6ad657e461ee4f7f782e0cd73c5518635475a98a23dc6d66337d35f
3
+ size 998
test_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
- "epoch": 5.0,
3
- "eval_loss": 0.12431247532367706,
4
- "eval_runtime": 8.9978,
5
- "eval_samples_per_second": 65.301,
6
- "eval_steps_per_second": 4.081,
7
- "max_memory_allocated (GB)": 60.52,
8
  "memory_allocated (GB)": 51.27,
9
  "total_memory_available (GB)": 94.62
10
  }
 
1
  {
2
+ "epoch": 8.0,
3
+ "eval_loss": 0.13085901737213135,
4
+ "eval_runtime": 13.1603,
5
+ "eval_samples_per_second": 46.572,
6
+ "eval_steps_per_second": 2.911,
7
+ "max_memory_allocated (GB)": 57.18,
8
  "memory_allocated (GB)": 51.27,
9
  "total_memory_available (GB)": 94.62
10
  }
train_results.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
- "epoch": 5.0,
3
- "max_memory_allocated (GB)": 60.52,
4
  "memory_allocated (GB)": 50.57,
5
- "total_flos": 3.0598946525952e+16,
6
  "total_memory_available (GB)": 94.62,
7
- "train_loss": 0.06082177159737567,
8
- "train_runtime": 1079.1005,
9
- "train_samples_per_second": 52.128,
10
- "train_steps_per_second": 1.304
11
  }
 
1
  {
2
+ "epoch": 8.0,
3
+ "max_memory_allocated (GB)": 57.18,
4
  "memory_allocated (GB)": 50.57,
5
+ "total_flos": 4.89583144415232e+16,
6
  "total_memory_available (GB)": 94.62,
7
+ "train_loss": 0.057532464606421335,
8
+ "train_runtime": 1666.2328,
9
+ "train_samples_per_second": 52.538,
10
+ "train_steps_per_second": 1.315
11
  }
trainer_state.json CHANGED
@@ -1,18 +1,18 @@
1
  {
2
  "best_metric": null,
3
  "best_model_checkpoint": null,
4
- "epoch": 5.0,
5
  "eval_steps": 500,
6
- "global_step": 1225,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.04081632653061224,
13
- "grad_norm": 16.731555938720703,
14
- "learning_rate": 9.918367346938776e-06,
15
- "loss": 0.2616,
16
  "max_memory_allocated (GB)": 57.18,
17
  "memory_allocated (GB)": 50.57,
18
  "step": 10,
@@ -20,9 +20,9 @@
20
  },
21
  {
22
  "epoch": 0.08163265306122448,
23
- "grad_norm": 7.408310890197754,
24
- "learning_rate": 9.836734693877552e-06,
25
- "loss": 0.1553,
26
  "max_memory_allocated (GB)": 57.18,
27
  "memory_allocated (GB)": 50.57,
28
  "step": 20,
@@ -30,9 +30,9 @@
30
  },
31
  {
32
  "epoch": 0.12244897959183673,
33
- "grad_norm": 5.734114170074463,
34
- "learning_rate": 9.755102040816327e-06,
35
- "loss": 0.1248,
36
  "max_memory_allocated (GB)": 57.18,
37
  "memory_allocated (GB)": 50.57,
38
  "step": 30,
@@ -40,9 +40,9 @@
40
  },
41
  {
42
  "epoch": 0.16326530612244897,
43
- "grad_norm": 4.232840061187744,
44
- "learning_rate": 9.673469387755103e-06,
45
- "loss": 0.1106,
46
  "max_memory_allocated (GB)": 57.18,
47
  "memory_allocated (GB)": 50.57,
48
  "step": 40,
@@ -50,9 +50,9 @@
50
  },
51
  {
52
  "epoch": 0.20408163265306123,
53
- "grad_norm": 4.877067565917969,
54
- "learning_rate": 9.591836734693878e-06,
55
- "loss": 0.1233,
56
  "max_memory_allocated (GB)": 57.18,
57
  "memory_allocated (GB)": 50.57,
58
  "step": 50,
@@ -60,9 +60,9 @@
60
  },
61
  {
62
  "epoch": 0.24489795918367346,
63
- "grad_norm": 2.0087852478027344,
64
- "learning_rate": 9.510204081632653e-06,
65
- "loss": 0.0799,
66
  "max_memory_allocated (GB)": 57.18,
67
  "memory_allocated (GB)": 50.57,
68
  "step": 60,
@@ -70,9 +70,9 @@
70
  },
71
  {
72
  "epoch": 0.2857142857142857,
73
- "grad_norm": 4.425936698913574,
74
- "learning_rate": 9.42857142857143e-06,
75
- "loss": 0.1015,
76
  "max_memory_allocated (GB)": 57.18,
77
  "memory_allocated (GB)": 50.57,
78
  "step": 70,
@@ -80,9 +80,9 @@
80
  },
81
  {
82
  "epoch": 0.32653061224489793,
83
- "grad_norm": 1.8348758220672607,
84
- "learning_rate": 9.346938775510204e-06,
85
- "loss": 0.1094,
86
  "max_memory_allocated (GB)": 57.18,
87
  "memory_allocated (GB)": 50.57,
88
  "step": 80,
@@ -90,9 +90,9 @@
90
  },
91
  {
92
  "epoch": 0.3673469387755102,
93
- "grad_norm": 5.009132385253906,
94
- "learning_rate": 9.26530612244898e-06,
95
- "loss": 0.0837,
96
  "max_memory_allocated (GB)": 57.18,
97
  "memory_allocated (GB)": 50.57,
98
  "step": 90,
@@ -100,9 +100,9 @@
100
  },
101
  {
102
  "epoch": 0.40816326530612246,
103
- "grad_norm": 6.888875484466553,
104
- "learning_rate": 9.183673469387756e-06,
105
- "loss": 0.075,
106
  "max_memory_allocated (GB)": 57.18,
107
  "memory_allocated (GB)": 50.57,
108
  "step": 100,
@@ -110,9 +110,9 @@
110
  },
111
  {
112
  "epoch": 0.4489795918367347,
113
- "grad_norm": 3.038123369216919,
114
- "learning_rate": 9.102040816326532e-06,
115
- "loss": 0.0709,
116
  "max_memory_allocated (GB)": 57.18,
117
  "memory_allocated (GB)": 50.57,
118
  "step": 110,
@@ -120,9 +120,9 @@
120
  },
121
  {
122
  "epoch": 0.4897959183673469,
123
- "grad_norm": 2.6441116333007812,
124
- "learning_rate": 9.020408163265307e-06,
125
- "loss": 0.0706,
126
  "max_memory_allocated (GB)": 57.18,
127
  "memory_allocated (GB)": 50.57,
128
  "step": 120,
@@ -130,9 +130,9 @@
130
  },
131
  {
132
  "epoch": 0.5306122448979592,
133
- "grad_norm": 3.5273971557617188,
134
- "learning_rate": 8.938775510204082e-06,
135
- "loss": 0.0597,
136
  "max_memory_allocated (GB)": 57.18,
137
  "memory_allocated (GB)": 50.57,
138
  "step": 130,
@@ -140,9 +140,9 @@
140
  },
141
  {
142
  "epoch": 0.5714285714285714,
143
- "grad_norm": 1.2711573839187622,
144
- "learning_rate": 8.857142857142858e-06,
145
- "loss": 0.0499,
146
  "max_memory_allocated (GB)": 57.18,
147
  "memory_allocated (GB)": 50.57,
148
  "step": 140,
@@ -150,9 +150,9 @@
150
  },
151
  {
152
  "epoch": 0.6122448979591837,
153
- "grad_norm": 2.2461705207824707,
154
- "learning_rate": 8.775510204081633e-06,
155
- "loss": 0.0636,
156
  "max_memory_allocated (GB)": 57.18,
157
  "memory_allocated (GB)": 50.57,
158
  "step": 150,
@@ -160,8 +160,8 @@
160
  },
161
  {
162
  "epoch": 0.6530612244897959,
163
- "grad_norm": 2.0061120986938477,
164
- "learning_rate": 8.69387755102041e-06,
165
  "loss": 0.0708,
166
  "max_memory_allocated (GB)": 57.18,
167
  "memory_allocated (GB)": 50.57,
@@ -170,9 +170,9 @@
170
  },
171
  {
172
  "epoch": 0.6938775510204082,
173
- "grad_norm": 1.7886881828308105,
174
- "learning_rate": 8.612244897959184e-06,
175
- "loss": 0.0753,
176
  "max_memory_allocated (GB)": 57.18,
177
  "memory_allocated (GB)": 50.57,
178
  "step": 170,
@@ -180,9 +180,9 @@
180
  },
181
  {
182
  "epoch": 0.7346938775510204,
183
- "grad_norm": 1.8707109689712524,
184
- "learning_rate": 8.530612244897961e-06,
185
- "loss": 0.0612,
186
  "max_memory_allocated (GB)": 57.18,
187
  "memory_allocated (GB)": 50.57,
188
  "step": 180,
@@ -190,9 +190,9 @@
190
  },
191
  {
192
  "epoch": 0.7755102040816326,
193
- "grad_norm": 2.3418948650360107,
194
- "learning_rate": 8.448979591836736e-06,
195
- "loss": 0.0586,
196
  "max_memory_allocated (GB)": 57.18,
197
  "memory_allocated (GB)": 50.57,
198
  "step": 190,
@@ -200,9 +200,9 @@
200
  },
201
  {
202
  "epoch": 0.8163265306122449,
203
- "grad_norm": 0.7759063839912415,
204
- "learning_rate": 8.36734693877551e-06,
205
- "loss": 0.063,
206
  "max_memory_allocated (GB)": 57.18,
207
  "memory_allocated (GB)": 50.57,
208
  "step": 200,
@@ -210,9 +210,9 @@
210
  },
211
  {
212
  "epoch": 0.8571428571428571,
213
- "grad_norm": 0.9075489044189453,
214
- "learning_rate": 8.285714285714287e-06,
215
- "loss": 0.063,
216
  "max_memory_allocated (GB)": 57.18,
217
  "memory_allocated (GB)": 50.57,
218
  "step": 210,
@@ -220,9 +220,9 @@
220
  },
221
  {
222
  "epoch": 0.8979591836734694,
223
- "grad_norm": 1.0522433519363403,
224
- "learning_rate": 8.204081632653062e-06,
225
- "loss": 0.0605,
226
  "max_memory_allocated (GB)": 57.18,
227
  "memory_allocated (GB)": 50.57,
228
  "step": 220,
@@ -230,9 +230,9 @@
230
  },
231
  {
232
  "epoch": 0.9387755102040817,
233
- "grad_norm": 0.7449356913566589,
234
- "learning_rate": 8.122448979591837e-06,
235
- "loss": 0.0564,
236
  "max_memory_allocated (GB)": 57.18,
237
  "memory_allocated (GB)": 50.57,
238
  "step": 230,
@@ -240,9 +240,9 @@
240
  },
241
  {
242
  "epoch": 0.9795918367346939,
243
- "grad_norm": 0.878478467464447,
244
- "learning_rate": 8.040816326530613e-06,
245
- "loss": 0.0496,
246
  "max_memory_allocated (GB)": 57.18,
247
  "memory_allocated (GB)": 50.57,
248
  "step": 240,
@@ -250,9 +250,9 @@
250
  },
251
  {
252
  "epoch": 1.0204081632653061,
253
- "grad_norm": 1.1043357849121094,
254
- "learning_rate": 7.959183673469388e-06,
255
- "loss": 0.0593,
256
  "max_memory_allocated (GB)": 57.18,
257
  "memory_allocated (GB)": 50.57,
258
  "step": 250,
@@ -260,9 +260,9 @@
260
  },
261
  {
262
  "epoch": 1.0612244897959184,
263
- "grad_norm": 1.5091803073883057,
264
- "learning_rate": 7.877551020408164e-06,
265
- "loss": 0.0542,
266
  "max_memory_allocated (GB)": 57.18,
267
  "memory_allocated (GB)": 50.57,
268
  "step": 260,
@@ -270,9 +270,9 @@
270
  },
271
  {
272
  "epoch": 1.1020408163265305,
273
- "grad_norm": 0.7768255472183228,
274
- "learning_rate": 7.79591836734694e-06,
275
- "loss": 0.0636,
276
  "max_memory_allocated (GB)": 57.18,
277
  "memory_allocated (GB)": 50.57,
278
  "step": 270,
@@ -280,9 +280,9 @@
280
  },
281
  {
282
  "epoch": 1.1428571428571428,
283
- "grad_norm": 1.0384677648544312,
284
- "learning_rate": 7.714285714285716e-06,
285
- "loss": 0.0585,
286
  "max_memory_allocated (GB)": 57.18,
287
  "memory_allocated (GB)": 50.57,
288
  "step": 280,
@@ -290,9 +290,9 @@
290
  },
291
  {
292
  "epoch": 1.183673469387755,
293
- "grad_norm": 1.9693238735198975,
294
- "learning_rate": 7.63265306122449e-06,
295
- "loss": 0.0512,
296
  "max_memory_allocated (GB)": 57.18,
297
  "memory_allocated (GB)": 50.57,
298
  "step": 290,
@@ -300,9 +300,9 @@
300
  },
301
  {
302
  "epoch": 1.2244897959183674,
303
- "grad_norm": 1.0379549264907837,
304
- "learning_rate": 7.551020408163265e-06,
305
- "loss": 0.0647,
306
  "max_memory_allocated (GB)": 57.18,
307
  "memory_allocated (GB)": 50.57,
308
  "step": 300,
@@ -310,9 +310,9 @@
310
  },
311
  {
312
  "epoch": 1.2653061224489797,
313
- "grad_norm": 1.01348078250885,
314
- "learning_rate": 7.469387755102041e-06,
315
- "loss": 0.0668,
316
  "max_memory_allocated (GB)": 57.18,
317
  "memory_allocated (GB)": 50.57,
318
  "step": 310,
@@ -320,9 +320,9 @@
320
  },
321
  {
322
  "epoch": 1.306122448979592,
323
- "grad_norm": 0.9114493727684021,
324
- "learning_rate": 7.387755102040817e-06,
325
- "loss": 0.0509,
326
  "max_memory_allocated (GB)": 57.18,
327
  "memory_allocated (GB)": 50.57,
328
  "step": 320,
@@ -330,9 +330,9 @@
330
  },
331
  {
332
  "epoch": 1.346938775510204,
333
- "grad_norm": 0.5102170705795288,
334
- "learning_rate": 7.306122448979592e-06,
335
- "loss": 0.0612,
336
  "max_memory_allocated (GB)": 57.18,
337
  "memory_allocated (GB)": 50.57,
338
  "step": 330,
@@ -340,9 +340,9 @@
340
  },
341
  {
342
  "epoch": 1.3877551020408163,
343
- "grad_norm": 1.097835659980774,
344
- "learning_rate": 7.224489795918368e-06,
345
- "loss": 0.055,
346
  "max_memory_allocated (GB)": 57.18,
347
  "memory_allocated (GB)": 50.57,
348
  "step": 340,
@@ -350,9 +350,9 @@
350
  },
351
  {
352
  "epoch": 1.4285714285714286,
353
- "grad_norm": 0.5733208656311035,
354
- "learning_rate": 7.1428571428571436e-06,
355
- "loss": 0.05,
356
  "max_memory_allocated (GB)": 57.18,
357
  "memory_allocated (GB)": 50.57,
358
  "step": 350,
@@ -360,9 +360,9 @@
360
  },
361
  {
362
  "epoch": 1.469387755102041,
363
- "grad_norm": 2.428065538406372,
364
- "learning_rate": 7.061224489795919e-06,
365
- "loss": 0.0458,
366
  "max_memory_allocated (GB)": 57.18,
367
  "memory_allocated (GB)": 50.57,
368
  "step": 360,
@@ -370,9 +370,9 @@
370
  },
371
  {
372
  "epoch": 1.510204081632653,
373
- "grad_norm": 0.9827563166618347,
374
- "learning_rate": 6.979591836734695e-06,
375
- "loss": 0.0588,
376
  "max_memory_allocated (GB)": 57.18,
377
  "memory_allocated (GB)": 50.57,
378
  "step": 370,
@@ -380,9 +380,9 @@
380
  },
381
  {
382
  "epoch": 1.5510204081632653,
383
- "grad_norm": 0.5563956499099731,
384
- "learning_rate": 6.8979591836734705e-06,
385
- "loss": 0.0473,
386
  "max_memory_allocated (GB)": 57.18,
387
  "memory_allocated (GB)": 50.57,
388
  "step": 380,
@@ -390,9 +390,9 @@
390
  },
391
  {
392
  "epoch": 1.5918367346938775,
393
- "grad_norm": 0.9855480194091797,
394
- "learning_rate": 6.816326530612245e-06,
395
- "loss": 0.0653,
396
  "max_memory_allocated (GB)": 57.18,
397
  "memory_allocated (GB)": 50.57,
398
  "step": 390,
@@ -400,9 +400,9 @@
400
  },
401
  {
402
  "epoch": 1.6326530612244898,
403
- "grad_norm": 0.7717217803001404,
404
- "learning_rate": 6.734693877551021e-06,
405
- "loss": 0.0618,
406
  "max_memory_allocated (GB)": 57.18,
407
  "memory_allocated (GB)": 50.57,
408
  "step": 400,
@@ -410,9 +410,9 @@
410
  },
411
  {
412
  "epoch": 1.6734693877551021,
413
- "grad_norm": 0.5391837358474731,
414
- "learning_rate": 6.653061224489797e-06,
415
- "loss": 0.061,
416
  "max_memory_allocated (GB)": 57.18,
417
  "memory_allocated (GB)": 50.57,
418
  "step": 410,
@@ -420,9 +420,9 @@
420
  },
421
  {
422
  "epoch": 1.7142857142857144,
423
- "grad_norm": 1.2298884391784668,
424
- "learning_rate": 6.571428571428572e-06,
425
- "loss": 0.0534,
426
  "max_memory_allocated (GB)": 57.18,
427
  "memory_allocated (GB)": 50.57,
428
  "step": 420,
@@ -430,9 +430,9 @@
430
  },
431
  {
432
  "epoch": 1.7551020408163265,
433
- "grad_norm": 0.22150574624538422,
434
- "learning_rate": 6.489795918367348e-06,
435
- "loss": 0.0681,
436
  "max_memory_allocated (GB)": 57.18,
437
  "memory_allocated (GB)": 50.57,
438
  "step": 430,
@@ -440,9 +440,9 @@
440
  },
441
  {
442
  "epoch": 1.7959183673469388,
443
- "grad_norm": 0.8992190957069397,
444
- "learning_rate": 6.408163265306124e-06,
445
- "loss": 0.0606,
446
  "max_memory_allocated (GB)": 57.18,
447
  "memory_allocated (GB)": 50.57,
448
  "step": 440,
@@ -450,9 +450,9 @@
450
  },
451
  {
452
  "epoch": 1.836734693877551,
453
- "grad_norm": 0.9748144149780273,
454
- "learning_rate": 6.326530612244899e-06,
455
- "loss": 0.0436,
456
  "max_memory_allocated (GB)": 57.18,
457
  "memory_allocated (GB)": 50.57,
458
  "step": 450,
@@ -460,9 +460,9 @@
460
  },
461
  {
462
  "epoch": 1.8775510204081631,
463
- "grad_norm": 0.3272276520729065,
464
- "learning_rate": 6.244897959183675e-06,
465
- "loss": 0.0545,
466
  "max_memory_allocated (GB)": 57.18,
467
  "memory_allocated (GB)": 50.57,
468
  "step": 460,
@@ -470,9 +470,9 @@
470
  },
471
  {
472
  "epoch": 1.9183673469387754,
473
- "grad_norm": 0.7515161633491516,
474
- "learning_rate": 6.163265306122449e-06,
475
- "loss": 0.0427,
476
  "max_memory_allocated (GB)": 57.18,
477
  "memory_allocated (GB)": 50.57,
478
  "step": 470,
@@ -480,9 +480,9 @@
480
  },
481
  {
482
  "epoch": 1.9591836734693877,
483
- "grad_norm": 0.35405218601226807,
484
- "learning_rate": 6.0816326530612245e-06,
485
- "loss": 0.0501,
486
  "max_memory_allocated (GB)": 57.18,
487
  "memory_allocated (GB)": 50.57,
488
  "step": 480,
@@ -490,761 +490,1501 @@
490
  },
491
  {
492
  "epoch": 2.0,
493
- "grad_norm": 0.9796536564826965,
494
- "learning_rate": 6e-06,
495
- "loss": 0.0641,
496
- "max_memory_allocated (GB)": 60.52,
497
  "memory_allocated (GB)": 50.57,
498
  "step": 490,
499
  "total_memory_available (GB)": 94.62
500
  },
501
  {
502
  "epoch": 2.0408163265306123,
503
- "grad_norm": 0.639869213104248,
504
- "learning_rate": 5.918367346938776e-06,
505
- "loss": 0.0592,
506
- "max_memory_allocated (GB)": 60.52,
507
  "memory_allocated (GB)": 50.57,
508
  "step": 500,
509
  "total_memory_available (GB)": 94.62
510
  },
511
  {
512
  "epoch": 2.0816326530612246,
513
- "grad_norm": 0.8377614617347717,
514
- "learning_rate": 5.8367346938775515e-06,
515
- "loss": 0.0497,
516
- "max_memory_allocated (GB)": 60.52,
517
  "memory_allocated (GB)": 50.57,
518
  "step": 510,
519
  "total_memory_available (GB)": 94.62
520
  },
521
  {
522
  "epoch": 2.122448979591837,
523
- "grad_norm": 1.07124662399292,
524
- "learning_rate": 5.755102040816327e-06,
525
- "loss": 0.047,
526
- "max_memory_allocated (GB)": 60.52,
527
  "memory_allocated (GB)": 50.57,
528
  "step": 520,
529
  "total_memory_available (GB)": 94.62
530
  },
531
  {
532
  "epoch": 2.163265306122449,
533
- "grad_norm": 1.0354053974151611,
534
- "learning_rate": 5.673469387755103e-06,
535
- "loss": 0.0636,
536
- "max_memory_allocated (GB)": 60.52,
537
  "memory_allocated (GB)": 50.57,
538
  "step": 530,
539
  "total_memory_available (GB)": 94.62
540
  },
541
  {
542
  "epoch": 2.204081632653061,
543
- "grad_norm": 0.5396034717559814,
544
- "learning_rate": 5.591836734693878e-06,
545
- "loss": 0.0602,
546
- "max_memory_allocated (GB)": 60.52,
547
  "memory_allocated (GB)": 50.57,
548
  "step": 540,
549
  "total_memory_available (GB)": 94.62
550
  },
551
  {
552
  "epoch": 2.2448979591836733,
553
- "grad_norm": 1.1461529731750488,
554
- "learning_rate": 5.510204081632653e-06,
555
- "loss": 0.0629,
556
- "max_memory_allocated (GB)": 60.52,
557
  "memory_allocated (GB)": 50.57,
558
  "step": 550,
559
  "total_memory_available (GB)": 94.62
560
  },
561
  {
562
  "epoch": 2.2857142857142856,
563
- "grad_norm": 1.732596516609192,
564
- "learning_rate": 5.428571428571429e-06,
565
- "loss": 0.0575,
566
- "max_memory_allocated (GB)": 60.52,
567
  "memory_allocated (GB)": 50.57,
568
  "step": 560,
569
  "total_memory_available (GB)": 94.62
570
  },
571
  {
572
  "epoch": 2.326530612244898,
573
- "grad_norm": 0.6468518376350403,
574
- "learning_rate": 5.3469387755102045e-06,
575
- "loss": 0.0581,
576
- "max_memory_allocated (GB)": 60.52,
577
  "memory_allocated (GB)": 50.57,
578
  "step": 570,
579
  "total_memory_available (GB)": 94.62
580
  },
581
  {
582
  "epoch": 2.36734693877551,
583
- "grad_norm": 1.7525995969772339,
584
- "learning_rate": 5.26530612244898e-06,
585
- "loss": 0.0678,
586
- "max_memory_allocated (GB)": 60.52,
587
  "memory_allocated (GB)": 50.57,
588
  "step": 580,
589
  "total_memory_available (GB)": 94.62
590
  },
591
  {
592
  "epoch": 2.4081632653061225,
593
- "grad_norm": 0.5057170391082764,
594
- "learning_rate": 5.183673469387756e-06,
595
- "loss": 0.0533,
596
- "max_memory_allocated (GB)": 60.52,
597
  "memory_allocated (GB)": 50.57,
598
  "step": 590,
599
  "total_memory_available (GB)": 94.62
600
  },
601
  {
602
  "epoch": 2.4489795918367347,
603
- "grad_norm": 1.2042871713638306,
604
- "learning_rate": 5.1020408163265315e-06,
605
- "loss": 0.0444,
606
- "max_memory_allocated (GB)": 60.52,
607
  "memory_allocated (GB)": 50.57,
608
  "step": 600,
609
  "total_memory_available (GB)": 94.62
610
  },
611
  {
612
  "epoch": 2.489795918367347,
613
- "grad_norm": 0.20784775912761688,
614
- "learning_rate": 5.020408163265307e-06,
615
- "loss": 0.0413,
616
- "max_memory_allocated (GB)": 60.52,
617
  "memory_allocated (GB)": 50.57,
618
  "step": 610,
619
  "total_memory_available (GB)": 94.62
620
  },
621
  {
622
  "epoch": 2.5306122448979593,
623
- "grad_norm": 5.924367427825928,
624
- "learning_rate": 4.938775510204082e-06,
625
- "loss": 0.0424,
626
- "max_memory_allocated (GB)": 60.52,
627
  "memory_allocated (GB)": 50.57,
628
  "step": 620,
629
  "total_memory_available (GB)": 94.62
630
  },
631
  {
632
  "epoch": 2.571428571428571,
633
- "grad_norm": 0.40434470772743225,
634
- "learning_rate": 4.857142857142858e-06,
635
  "loss": 0.0815,
636
- "max_memory_allocated (GB)": 60.52,
637
  "memory_allocated (GB)": 50.57,
638
  "step": 630,
639
  "total_memory_available (GB)": 94.62
640
  },
641
  {
642
  "epoch": 2.612244897959184,
643
- "grad_norm": 0.7878668904304504,
644
- "learning_rate": 4.775510204081633e-06,
645
- "loss": 0.0495,
646
- "max_memory_allocated (GB)": 60.52,
647
  "memory_allocated (GB)": 50.57,
648
  "step": 640,
649
  "total_memory_available (GB)": 94.62
650
  },
651
  {
652
  "epoch": 2.6530612244897958,
653
- "grad_norm": 0.5937454700469971,
654
- "learning_rate": 4.693877551020409e-06,
655
- "loss": 0.0471,
656
- "max_memory_allocated (GB)": 60.52,
657
  "memory_allocated (GB)": 50.57,
658
  "step": 650,
659
  "total_memory_available (GB)": 94.62
660
  },
661
  {
662
  "epoch": 2.693877551020408,
663
- "grad_norm": 0.9869357347488403,
664
- "learning_rate": 4.612244897959184e-06,
665
- "loss": 0.0472,
666
- "max_memory_allocated (GB)": 60.52,
667
  "memory_allocated (GB)": 50.57,
668
  "step": 660,
669
  "total_memory_available (GB)": 94.62
670
  },
671
  {
672
  "epoch": 2.7346938775510203,
673
- "grad_norm": 0.7606731653213501,
674
- "learning_rate": 4.530612244897959e-06,
675
- "loss": 0.0864,
676
- "max_memory_allocated (GB)": 60.52,
677
  "memory_allocated (GB)": 50.57,
678
  "step": 670,
679
  "total_memory_available (GB)": 94.62
680
  },
681
  {
682
  "epoch": 2.7755102040816326,
683
- "grad_norm": 1.5359723567962646,
684
- "learning_rate": 4.448979591836735e-06,
685
- "loss": 0.0482,
686
- "max_memory_allocated (GB)": 60.52,
687
  "memory_allocated (GB)": 50.57,
688
  "step": 680,
689
  "total_memory_available (GB)": 94.62
690
  },
691
  {
692
  "epoch": 2.816326530612245,
693
- "grad_norm": 0.370749294757843,
694
- "learning_rate": 4.367346938775511e-06,
695
- "loss": 0.0447,
696
- "max_memory_allocated (GB)": 60.52,
697
  "memory_allocated (GB)": 50.57,
698
  "step": 690,
699
  "total_memory_available (GB)": 94.62
700
  },
701
  {
702
  "epoch": 2.857142857142857,
703
- "grad_norm": 0.633791983127594,
704
- "learning_rate": 4.2857142857142855e-06,
705
- "loss": 0.044,
706
- "max_memory_allocated (GB)": 60.52,
707
  "memory_allocated (GB)": 50.57,
708
  "step": 700,
709
  "total_memory_available (GB)": 94.62
710
  },
711
  {
712
  "epoch": 2.8979591836734695,
713
- "grad_norm": 1.1335562467575073,
714
- "learning_rate": 4.204081632653061e-06,
715
- "loss": 0.0552,
716
- "max_memory_allocated (GB)": 60.52,
717
  "memory_allocated (GB)": 50.57,
718
  "step": 710,
719
  "total_memory_available (GB)": 94.62
720
  },
721
  {
722
  "epoch": 2.938775510204082,
723
- "grad_norm": 1.5698113441467285,
724
- "learning_rate": 4.122448979591837e-06,
725
- "loss": 0.0576,
726
- "max_memory_allocated (GB)": 60.52,
727
  "memory_allocated (GB)": 50.57,
728
  "step": 720,
729
  "total_memory_available (GB)": 94.62
730
  },
731
  {
732
  "epoch": 2.979591836734694,
733
- "grad_norm": 0.20579344034194946,
734
- "learning_rate": 4.040816326530612e-06,
735
- "loss": 0.0336,
736
- "max_memory_allocated (GB)": 60.52,
737
  "memory_allocated (GB)": 50.57,
738
  "step": 730,
739
  "total_memory_available (GB)": 94.62
740
  },
741
  {
742
  "epoch": 3.020408163265306,
743
- "grad_norm": 1.3172132968902588,
744
- "learning_rate": 3.959183673469388e-06,
745
- "loss": 0.0534,
746
- "max_memory_allocated (GB)": 60.52,
747
  "memory_allocated (GB)": 50.57,
748
  "step": 740,
749
  "total_memory_available (GB)": 94.62
750
  },
751
  {
752
  "epoch": 3.061224489795918,
753
- "grad_norm": 1.5193818807601929,
754
- "learning_rate": 3.877551020408164e-06,
755
- "loss": 0.0605,
756
- "max_memory_allocated (GB)": 60.52,
757
  "memory_allocated (GB)": 50.57,
758
  "step": 750,
759
  "total_memory_available (GB)": 94.62
760
  },
761
  {
762
  "epoch": 3.1020408163265305,
763
- "grad_norm": 0.7448021769523621,
764
- "learning_rate": 3.795918367346939e-06,
765
- "loss": 0.0524,
766
- "max_memory_allocated (GB)": 60.52,
767
  "memory_allocated (GB)": 50.57,
768
  "step": 760,
769
  "total_memory_available (GB)": 94.62
770
  },
771
  {
772
  "epoch": 3.142857142857143,
773
- "grad_norm": 0.6830514073371887,
774
- "learning_rate": 3.7142857142857146e-06,
775
- "loss": 0.0687,
776
- "max_memory_allocated (GB)": 60.52,
777
  "memory_allocated (GB)": 50.57,
778
  "step": 770,
779
  "total_memory_available (GB)": 94.62
780
  },
781
  {
782
  "epoch": 3.183673469387755,
783
- "grad_norm": 0.4188525378704071,
784
- "learning_rate": 3.6326530612244903e-06,
785
- "loss": 0.0646,
786
- "max_memory_allocated (GB)": 60.52,
787
  "memory_allocated (GB)": 50.57,
788
  "step": 780,
789
  "total_memory_available (GB)": 94.62
790
  },
791
  {
792
  "epoch": 3.2244897959183674,
793
- "grad_norm": 0.562319278717041,
794
- "learning_rate": 3.5510204081632655e-06,
795
- "loss": 0.0523,
796
- "max_memory_allocated (GB)": 60.52,
797
  "memory_allocated (GB)": 50.57,
798
  "step": 790,
799
  "total_memory_available (GB)": 94.62
800
  },
801
  {
802
  "epoch": 3.2653061224489797,
803
- "grad_norm": 0.383428156375885,
804
- "learning_rate": 3.469387755102041e-06,
805
- "loss": 0.0425,
806
- "max_memory_allocated (GB)": 60.52,
807
  "memory_allocated (GB)": 50.57,
808
  "step": 800,
809
  "total_memory_available (GB)": 94.62
810
  },
811
  {
812
  "epoch": 3.306122448979592,
813
- "grad_norm": 0.6743464469909668,
814
- "learning_rate": 3.3877551020408168e-06,
815
- "loss": 0.0546,
816
- "max_memory_allocated (GB)": 60.52,
817
  "memory_allocated (GB)": 50.57,
818
  "step": 810,
819
  "total_memory_available (GB)": 94.62
820
  },
821
  {
822
  "epoch": 3.3469387755102042,
823
- "grad_norm": 0.7104524970054626,
824
- "learning_rate": 3.3061224489795924e-06,
825
- "loss": 0.0448,
826
- "max_memory_allocated (GB)": 60.52,
827
  "memory_allocated (GB)": 50.57,
828
  "step": 820,
829
  "total_memory_available (GB)": 94.62
830
  },
831
  {
832
  "epoch": 3.387755102040816,
833
- "grad_norm": 0.5083824396133423,
834
- "learning_rate": 3.2244897959183672e-06,
835
- "loss": 0.048,
836
- "max_memory_allocated (GB)": 60.52,
837
  "memory_allocated (GB)": 50.57,
838
  "step": 830,
839
  "total_memory_available (GB)": 94.62
840
  },
841
  {
842
  "epoch": 3.4285714285714284,
843
- "grad_norm": 0.49159926176071167,
844
- "learning_rate": 3.142857142857143e-06,
845
- "loss": 0.0521,
846
- "max_memory_allocated (GB)": 60.52,
847
  "memory_allocated (GB)": 50.57,
848
  "step": 840,
849
  "total_memory_available (GB)": 94.62
850
  },
851
  {
852
  "epoch": 3.4693877551020407,
853
- "grad_norm": 0.635971188545227,
854
- "learning_rate": 3.0612244897959185e-06,
855
- "loss": 0.081,
856
- "max_memory_allocated (GB)": 60.52,
857
  "memory_allocated (GB)": 50.57,
858
  "step": 850,
859
  "total_memory_available (GB)": 94.62
860
  },
861
  {
862
  "epoch": 3.510204081632653,
863
- "grad_norm": 5.446665287017822,
864
- "learning_rate": 2.979591836734694e-06,
865
- "loss": 0.0449,
866
- "max_memory_allocated (GB)": 60.52,
867
  "memory_allocated (GB)": 50.57,
868
  "step": 860,
869
  "total_memory_available (GB)": 94.62
870
  },
871
  {
872
  "epoch": 3.5510204081632653,
873
- "grad_norm": 0.3760354816913605,
874
- "learning_rate": 2.8979591836734694e-06,
875
- "loss": 0.064,
876
- "max_memory_allocated (GB)": 60.52,
877
  "memory_allocated (GB)": 50.57,
878
  "step": 870,
879
  "total_memory_available (GB)": 94.62
880
  },
881
  {
882
  "epoch": 3.5918367346938775,
883
- "grad_norm": 1.0110430717468262,
884
- "learning_rate": 2.816326530612245e-06,
885
- "loss": 0.0433,
886
- "max_memory_allocated (GB)": 60.52,
887
  "memory_allocated (GB)": 50.57,
888
  "step": 880,
889
  "total_memory_available (GB)": 94.62
890
  },
891
  {
892
  "epoch": 3.63265306122449,
893
- "grad_norm": 0.1704891324043274,
894
- "learning_rate": 2.7346938775510207e-06,
895
- "loss": 0.0282,
896
- "max_memory_allocated (GB)": 60.52,
897
  "memory_allocated (GB)": 50.57,
898
  "step": 890,
899
  "total_memory_available (GB)": 94.62
900
  },
901
  {
902
  "epoch": 3.673469387755102,
903
- "grad_norm": 0.8289852142333984,
904
- "learning_rate": 2.6530612244897964e-06,
905
- "loss": 0.0518,
906
- "max_memory_allocated (GB)": 60.52,
907
  "memory_allocated (GB)": 50.57,
908
  "step": 900,
909
  "total_memory_available (GB)": 94.62
910
  },
911
  {
912
  "epoch": 3.7142857142857144,
913
- "grad_norm": 0.812251091003418,
914
- "learning_rate": 2.571428571428571e-06,
915
- "loss": 0.0598,
916
- "max_memory_allocated (GB)": 60.52,
917
  "memory_allocated (GB)": 50.57,
918
  "step": 910,
919
  "total_memory_available (GB)": 94.62
920
  },
921
  {
922
  "epoch": 3.7551020408163263,
923
- "grad_norm": 0.14789150655269623,
924
- "learning_rate": 2.489795918367347e-06,
925
- "loss": 0.0542,
926
- "max_memory_allocated (GB)": 60.52,
927
  "memory_allocated (GB)": 50.57,
928
  "step": 920,
929
  "total_memory_available (GB)": 94.62
930
  },
931
  {
932
  "epoch": 3.795918367346939,
933
- "grad_norm": 0.8937461972236633,
934
- "learning_rate": 2.4081632653061225e-06,
935
- "loss": 0.0499,
936
- "max_memory_allocated (GB)": 60.52,
937
  "memory_allocated (GB)": 50.57,
938
  "step": 930,
939
  "total_memory_available (GB)": 94.62
940
  },
941
  {
942
  "epoch": 3.836734693877551,
943
- "grad_norm": 6.832267761230469,
944
- "learning_rate": 2.326530612244898e-06,
945
- "loss": 0.0489,
946
- "max_memory_allocated (GB)": 60.52,
947
  "memory_allocated (GB)": 50.57,
948
  "step": 940,
949
  "total_memory_available (GB)": 94.62
950
  },
951
  {
952
  "epoch": 3.877551020408163,
953
- "grad_norm": 0.7444981336593628,
954
- "learning_rate": 2.244897959183674e-06,
955
- "loss": 0.0591,
956
- "max_memory_allocated (GB)": 60.52,
957
  "memory_allocated (GB)": 50.57,
958
  "step": 950,
959
  "total_memory_available (GB)": 94.62
960
  },
961
  {
962
  "epoch": 3.9183673469387754,
963
- "grad_norm": 0.38545939326286316,
964
- "learning_rate": 2.1632653061224495e-06,
965
- "loss": 0.0499,
966
- "max_memory_allocated (GB)": 60.52,
967
  "memory_allocated (GB)": 50.57,
968
  "step": 960,
969
  "total_memory_available (GB)": 94.62
970
  },
971
  {
972
  "epoch": 3.9591836734693877,
973
- "grad_norm": 1.0209099054336548,
974
- "learning_rate": 2.0816326530612247e-06,
975
- "loss": 0.0736,
976
- "max_memory_allocated (GB)": 60.52,
977
  "memory_allocated (GB)": 50.57,
978
  "step": 970,
979
  "total_memory_available (GB)": 94.62
980
  },
981
  {
982
  "epoch": 4.0,
983
- "grad_norm": 0.6384561657905579,
984
- "learning_rate": 2.0000000000000003e-06,
985
- "loss": 0.0705,
986
- "max_memory_allocated (GB)": 60.52,
987
  "memory_allocated (GB)": 50.57,
988
  "step": 980,
989
  "total_memory_available (GB)": 94.62
990
  },
991
  {
992
  "epoch": 4.040816326530612,
993
- "grad_norm": 0.6284443736076355,
994
- "learning_rate": 1.9183673469387756e-06,
995
- "loss": 0.0483,
996
- "max_memory_allocated (GB)": 60.52,
997
  "memory_allocated (GB)": 50.57,
998
  "step": 990,
999
  "total_memory_available (GB)": 94.62
1000
  },
1001
  {
1002
  "epoch": 4.081632653061225,
1003
- "grad_norm": 1.0421397686004639,
1004
- "learning_rate": 1.8367346938775512e-06,
1005
- "loss": 0.0627,
1006
- "max_memory_allocated (GB)": 60.52,
1007
  "memory_allocated (GB)": 50.57,
1008
  "step": 1000,
1009
  "total_memory_available (GB)": 94.62
1010
  },
1011
  {
1012
  "epoch": 4.122448979591836,
1013
- "grad_norm": 0.6968585252761841,
1014
- "learning_rate": 1.7551020408163267e-06,
1015
- "loss": 0.0632,
1016
- "max_memory_allocated (GB)": 60.52,
1017
  "memory_allocated (GB)": 50.57,
1018
  "step": 1010,
1019
  "total_memory_available (GB)": 94.62
1020
  },
1021
  {
1022
  "epoch": 4.163265306122449,
1023
- "grad_norm": 0.35346081852912903,
1024
- "learning_rate": 1.6734693877551023e-06,
1025
- "loss": 0.0402,
1026
- "max_memory_allocated (GB)": 60.52,
1027
  "memory_allocated (GB)": 50.57,
1028
  "step": 1020,
1029
  "total_memory_available (GB)": 94.62
1030
  },
1031
  {
1032
  "epoch": 4.204081632653061,
1033
- "grad_norm": 0.8111013174057007,
1034
- "learning_rate": 1.5918367346938775e-06,
1035
- "loss": 0.0528,
1036
- "max_memory_allocated (GB)": 60.52,
1037
  "memory_allocated (GB)": 50.57,
1038
  "step": 1030,
1039
  "total_memory_available (GB)": 94.62
1040
  },
1041
  {
1042
  "epoch": 4.244897959183674,
1043
- "grad_norm": 0.5146018862724304,
1044
- "learning_rate": 1.5102040816326532e-06,
1045
- "loss": 0.0396,
1046
- "max_memory_allocated (GB)": 60.52,
1047
  "memory_allocated (GB)": 50.57,
1048
  "step": 1040,
1049
  "total_memory_available (GB)": 94.62
1050
  },
1051
  {
1052
  "epoch": 4.285714285714286,
1053
- "grad_norm": 0.6711630821228027,
1054
- "learning_rate": 1.4285714285714286e-06,
1055
- "loss": 0.0493,
1056
- "max_memory_allocated (GB)": 60.52,
1057
  "memory_allocated (GB)": 50.57,
1058
  "step": 1050,
1059
  "total_memory_available (GB)": 94.62
1060
  },
1061
  {
1062
  "epoch": 4.326530612244898,
1063
- "grad_norm": 0.3221682012081146,
1064
- "learning_rate": 1.3469387755102043e-06,
1065
- "loss": 0.0454,
1066
- "max_memory_allocated (GB)": 60.52,
1067
  "memory_allocated (GB)": 50.57,
1068
  "step": 1060,
1069
  "total_memory_available (GB)": 94.62
1070
  },
1071
  {
1072
  "epoch": 4.36734693877551,
1073
- "grad_norm": 0.9966460466384888,
1074
- "learning_rate": 1.2653061224489795e-06,
1075
- "loss": 0.0485,
1076
- "max_memory_allocated (GB)": 60.52,
1077
  "memory_allocated (GB)": 50.57,
1078
  "step": 1070,
1079
  "total_memory_available (GB)": 94.62
1080
  },
1081
  {
1082
  "epoch": 4.408163265306122,
1083
- "grad_norm": 0.45073866844177246,
1084
- "learning_rate": 1.1836734693877552e-06,
1085
- "loss": 0.052,
1086
- "max_memory_allocated (GB)": 60.52,
1087
  "memory_allocated (GB)": 50.57,
1088
  "step": 1080,
1089
  "total_memory_available (GB)": 94.62
1090
  },
1091
  {
1092
  "epoch": 4.448979591836735,
1093
- "grad_norm": 0.7129877805709839,
1094
- "learning_rate": 1.1020408163265308e-06,
1095
- "loss": 0.0511,
1096
- "max_memory_allocated (GB)": 60.52,
1097
  "memory_allocated (GB)": 50.57,
1098
  "step": 1090,
1099
  "total_memory_available (GB)": 94.62
1100
  },
1101
  {
1102
  "epoch": 4.489795918367347,
1103
- "grad_norm": 0.333344966173172,
1104
- "learning_rate": 1.0204081632653063e-06,
1105
- "loss": 0.0352,
1106
- "max_memory_allocated (GB)": 60.52,
1107
  "memory_allocated (GB)": 50.57,
1108
  "step": 1100,
1109
  "total_memory_available (GB)": 94.62
1110
  },
1111
  {
1112
  "epoch": 4.530612244897959,
1113
- "grad_norm": 0.11522499471902847,
1114
- "learning_rate": 9.387755102040817e-07,
1115
- "loss": 0.0457,
1116
- "max_memory_allocated (GB)": 60.52,
1117
  "memory_allocated (GB)": 50.57,
1118
  "step": 1110,
1119
  "total_memory_available (GB)": 94.62
1120
  },
1121
  {
1122
  "epoch": 4.571428571428571,
1123
- "grad_norm": 0.3113747239112854,
1124
- "learning_rate": 8.571428571428572e-07,
1125
- "loss": 0.0402,
1126
- "max_memory_allocated (GB)": 60.52,
1127
  "memory_allocated (GB)": 50.57,
1128
  "step": 1120,
1129
  "total_memory_available (GB)": 94.62
1130
  },
1131
  {
1132
  "epoch": 4.612244897959184,
1133
- "grad_norm": 0.8939142823219299,
1134
- "learning_rate": 7.755102040816327e-07,
1135
- "loss": 0.0536,
1136
- "max_memory_allocated (GB)": 60.52,
1137
  "memory_allocated (GB)": 50.57,
1138
  "step": 1130,
1139
  "total_memory_available (GB)": 94.62
1140
  },
1141
  {
1142
  "epoch": 4.653061224489796,
1143
- "grad_norm": 0.7175144553184509,
1144
- "learning_rate": 6.938775510204082e-07,
1145
- "loss": 0.0724,
1146
- "max_memory_allocated (GB)": 60.52,
1147
  "memory_allocated (GB)": 50.57,
1148
  "step": 1140,
1149
  "total_memory_available (GB)": 94.62
1150
  },
1151
  {
1152
  "epoch": 4.6938775510204085,
1153
- "grad_norm": 0.6586973071098328,
1154
- "learning_rate": 6.122448979591837e-07,
1155
- "loss": 0.0514,
1156
- "max_memory_allocated (GB)": 60.52,
1157
  "memory_allocated (GB)": 50.57,
1158
  "step": 1150,
1159
  "total_memory_available (GB)": 94.62
1160
  },
1161
  {
1162
  "epoch": 4.73469387755102,
1163
- "grad_norm": 1.190521478652954,
1164
- "learning_rate": 5.306122448979592e-07,
1165
- "loss": 0.0608,
1166
- "max_memory_allocated (GB)": 60.52,
1167
  "memory_allocated (GB)": 50.57,
1168
  "step": 1160,
1169
  "total_memory_available (GB)": 94.62
1170
  },
1171
  {
1172
  "epoch": 4.775510204081632,
1173
- "grad_norm": 0.47001194953918457,
1174
- "learning_rate": 4.489795918367347e-07,
1175
- "loss": 0.0548,
1176
- "max_memory_allocated (GB)": 60.52,
1177
  "memory_allocated (GB)": 50.57,
1178
  "step": 1170,
1179
  "total_memory_available (GB)": 94.62
1180
  },
1181
  {
1182
  "epoch": 4.816326530612245,
1183
- "grad_norm": 0.9076634049415588,
1184
- "learning_rate": 3.6734693877551025e-07,
1185
- "loss": 0.0438,
1186
- "max_memory_allocated (GB)": 60.52,
1187
  "memory_allocated (GB)": 50.57,
1188
  "step": 1180,
1189
  "total_memory_available (GB)": 94.62
1190
  },
1191
  {
1192
  "epoch": 4.857142857142857,
1193
- "grad_norm": 1.4096022844314575,
1194
- "learning_rate": 2.8571428571428575e-07,
1195
- "loss": 0.0542,
1196
- "max_memory_allocated (GB)": 60.52,
1197
  "memory_allocated (GB)": 50.57,
1198
  "step": 1190,
1199
  "total_memory_available (GB)": 94.62
1200
  },
1201
  {
1202
  "epoch": 4.8979591836734695,
1203
- "grad_norm": 0.7559374570846558,
1204
- "learning_rate": 2.0408163265306121e-07,
1205
- "loss": 0.0715,
1206
- "max_memory_allocated (GB)": 60.52,
1207
  "memory_allocated (GB)": 50.57,
1208
  "step": 1200,
1209
  "total_memory_available (GB)": 94.62
1210
  },
1211
  {
1212
  "epoch": 4.938775510204081,
1213
- "grad_norm": 0.6551031470298767,
1214
- "learning_rate": 1.2244897959183673e-07,
1215
- "loss": 0.0647,
1216
- "max_memory_allocated (GB)": 60.52,
1217
  "memory_allocated (GB)": 50.57,
1218
  "step": 1210,
1219
  "total_memory_available (GB)": 94.62
1220
  },
1221
  {
1222
  "epoch": 4.979591836734694,
1223
- "grad_norm": 0.9617031812667847,
1224
- "learning_rate": 4.0816326530612253e-08,
1225
- "loss": 0.0418,
1226
- "max_memory_allocated (GB)": 60.52,
1227
  "memory_allocated (GB)": 50.57,
1228
  "step": 1220,
1229
  "total_memory_available (GB)": 94.62
1230
  },
1231
  {
1232
- "epoch": 5.0,
1233
- "max_memory_allocated (GB)": 60.52,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1234
  "memory_allocated (GB)": 50.57,
1235
- "step": 1225,
1236
- "total_flos": 3.0598946525952e+16,
1237
  "total_memory_available (GB)": 94.62,
1238
- "train_loss": 0.06082177159737567,
1239
- "train_runtime": 1079.1005,
1240
- "train_samples_per_second": 52.128,
1241
- "train_steps_per_second": 1.304
1242
  }
1243
  ],
1244
  "logging_steps": 10,
1245
- "max_steps": 1225,
1246
  "num_input_tokens_seen": 0,
1247
- "num_train_epochs": 5,
1248
  "save_steps": 500,
1249
  "stateful_callbacks": {
1250
  "TrainerControl": {
@@ -1258,7 +1998,7 @@
1258
  "attributes": {}
1259
  }
1260
  },
1261
- "total_flos": 3.0598946525952e+16,
1262
  "train_batch_size": 40,
1263
  "trial_name": null,
1264
  "trial_params": null
 
1
  {
2
  "best_metric": null,
3
  "best_model_checkpoint": null,
4
+ "epoch": 8.0,
5
  "eval_steps": 500,
6
+ "global_step": 1960,
7
  "is_hyper_param_search": false,
8
  "is_local_process_zero": true,
9
  "is_world_process_zero": true,
10
  "log_history": [
11
  {
12
  "epoch": 0.04081632653061224,
13
+ "grad_norm": 9.978917121887207,
14
+ "learning_rate": 9.948979591836737e-06,
15
+ "loss": 0.2617,
16
  "max_memory_allocated (GB)": 57.18,
17
  "memory_allocated (GB)": 50.57,
18
  "step": 10,
 
20
  },
21
  {
22
  "epoch": 0.08163265306122448,
23
+ "grad_norm": 7.48874044418335,
24
+ "learning_rate": 9.89795918367347e-06,
25
+ "loss": 0.1563,
26
  "max_memory_allocated (GB)": 57.18,
27
  "memory_allocated (GB)": 50.57,
28
  "step": 20,
 
30
  },
31
  {
32
  "epoch": 0.12244897959183673,
33
+ "grad_norm": 5.081777572631836,
34
+ "learning_rate": 9.846938775510205e-06,
35
+ "loss": 0.1254,
36
  "max_memory_allocated (GB)": 57.18,
37
  "memory_allocated (GB)": 50.57,
38
  "step": 30,
 
40
  },
41
  {
42
  "epoch": 0.16326530612244897,
43
+ "grad_norm": 4.443576812744141,
44
+ "learning_rate": 9.795918367346939e-06,
45
+ "loss": 0.1113,
46
  "max_memory_allocated (GB)": 57.18,
47
  "memory_allocated (GB)": 50.57,
48
  "step": 40,
 
50
  },
51
  {
52
  "epoch": 0.20408163265306123,
53
+ "grad_norm": 4.356841087341309,
54
+ "learning_rate": 9.744897959183674e-06,
55
+ "loss": 0.1257,
56
  "max_memory_allocated (GB)": 57.18,
57
  "memory_allocated (GB)": 50.57,
58
  "step": 50,
 
60
  },
61
  {
62
  "epoch": 0.24489795918367346,
63
+ "grad_norm": 1.98320472240448,
64
+ "learning_rate": 9.693877551020408e-06,
65
+ "loss": 0.0819,
66
  "max_memory_allocated (GB)": 57.18,
67
  "memory_allocated (GB)": 50.57,
68
  "step": 60,
 
70
  },
71
  {
72
  "epoch": 0.2857142857142857,
73
+ "grad_norm": 3.809190273284912,
74
+ "learning_rate": 9.642857142857144e-06,
75
+ "loss": 0.1032,
76
  "max_memory_allocated (GB)": 57.18,
77
  "memory_allocated (GB)": 50.57,
78
  "step": 70,
 
80
  },
81
  {
82
  "epoch": 0.32653061224489793,
83
+ "grad_norm": 1.645442247390747,
84
+ "learning_rate": 9.591836734693878e-06,
85
+ "loss": 0.1124,
86
  "max_memory_allocated (GB)": 57.18,
87
  "memory_allocated (GB)": 50.57,
88
  "step": 80,
 
90
  },
91
  {
92
  "epoch": 0.3673469387755102,
93
+ "grad_norm": 3.7085306644439697,
94
+ "learning_rate": 9.540816326530612e-06,
95
+ "loss": 0.0847,
96
  "max_memory_allocated (GB)": 57.18,
97
  "memory_allocated (GB)": 50.57,
98
  "step": 90,
 
100
  },
101
  {
102
  "epoch": 0.40816326530612246,
103
+ "grad_norm": 3.9240212440490723,
104
+ "learning_rate": 9.489795918367348e-06,
105
+ "loss": 0.0753,
106
  "max_memory_allocated (GB)": 57.18,
107
  "memory_allocated (GB)": 50.57,
108
  "step": 100,
 
110
  },
111
  {
112
  "epoch": 0.4489795918367347,
113
+ "grad_norm": 3.737152338027954,
114
+ "learning_rate": 9.438775510204082e-06,
115
+ "loss": 0.0723,
116
  "max_memory_allocated (GB)": 57.18,
117
  "memory_allocated (GB)": 50.57,
118
  "step": 110,
 
120
  },
121
  {
122
  "epoch": 0.4897959183673469,
123
+ "grad_norm": 2.308751344680786,
124
+ "learning_rate": 9.387755102040818e-06,
125
+ "loss": 0.0699,
126
  "max_memory_allocated (GB)": 57.18,
127
  "memory_allocated (GB)": 50.57,
128
  "step": 120,
 
130
  },
131
  {
132
  "epoch": 0.5306122448979592,
133
+ "grad_norm": 2.3706369400024414,
134
+ "learning_rate": 9.336734693877552e-06,
135
+ "loss": 0.0589,
136
  "max_memory_allocated (GB)": 57.18,
137
  "memory_allocated (GB)": 50.57,
138
  "step": 130,
 
140
  },
141
  {
142
  "epoch": 0.5714285714285714,
143
+ "grad_norm": 0.968673050403595,
144
+ "learning_rate": 9.285714285714288e-06,
145
+ "loss": 0.0503,
146
  "max_memory_allocated (GB)": 57.18,
147
  "memory_allocated (GB)": 50.57,
148
  "step": 140,
 
150
  },
151
  {
152
  "epoch": 0.6122448979591837,
153
+ "grad_norm": 1.9251790046691895,
154
+ "learning_rate": 9.234693877551022e-06,
155
+ "loss": 0.0628,
156
  "max_memory_allocated (GB)": 57.18,
157
  "memory_allocated (GB)": 50.57,
158
  "step": 150,
 
160
  },
161
  {
162
  "epoch": 0.6530612244897959,
163
+ "grad_norm": 1.7473604679107666,
164
+ "learning_rate": 9.183673469387756e-06,
165
  "loss": 0.0708,
166
  "max_memory_allocated (GB)": 57.18,
167
  "memory_allocated (GB)": 50.57,
 
170
  },
171
  {
172
  "epoch": 0.6938775510204082,
173
+ "grad_norm": 1.9279741048812866,
174
+ "learning_rate": 9.13265306122449e-06,
175
+ "loss": 0.075,
176
  "max_memory_allocated (GB)": 57.18,
177
  "memory_allocated (GB)": 50.57,
178
  "step": 170,
 
180
  },
181
  {
182
  "epoch": 0.7346938775510204,
183
+ "grad_norm": 1.4570097923278809,
184
+ "learning_rate": 9.081632653061225e-06,
185
+ "loss": 0.0614,
186
  "max_memory_allocated (GB)": 57.18,
187
  "memory_allocated (GB)": 50.57,
188
  "step": 180,
 
190
  },
191
  {
192
  "epoch": 0.7755102040816326,
193
+ "grad_norm": 2.014692544937134,
194
+ "learning_rate": 9.03061224489796e-06,
195
+ "loss": 0.058,
196
  "max_memory_allocated (GB)": 57.18,
197
  "memory_allocated (GB)": 50.57,
198
  "step": 190,
 
200
  },
201
  {
202
  "epoch": 0.8163265306122449,
203
+ "grad_norm": 1.7634117603302002,
204
+ "learning_rate": 8.979591836734695e-06,
205
+ "loss": 0.0629,
206
  "max_memory_allocated (GB)": 57.18,
207
  "memory_allocated (GB)": 50.57,
208
  "step": 200,
 
210
  },
211
  {
212
  "epoch": 0.8571428571428571,
213
+ "grad_norm": 0.7091555595397949,
214
+ "learning_rate": 8.92857142857143e-06,
215
+ "loss": 0.0637,
216
  "max_memory_allocated (GB)": 57.18,
217
  "memory_allocated (GB)": 50.57,
218
  "step": 210,
 
220
  },
221
  {
222
  "epoch": 0.8979591836734694,
223
+ "grad_norm": 1.073096752166748,
224
+ "learning_rate": 8.877551020408163e-06,
225
+ "loss": 0.0603,
226
  "max_memory_allocated (GB)": 57.18,
227
  "memory_allocated (GB)": 50.57,
228
  "step": 220,
 
230
  },
231
  {
232
  "epoch": 0.9387755102040817,
233
+ "grad_norm": 0.7938856482505798,
234
+ "learning_rate": 8.826530612244899e-06,
235
+ "loss": 0.0538,
236
  "max_memory_allocated (GB)": 57.18,
237
  "memory_allocated (GB)": 50.57,
238
  "step": 230,
 
240
  },
241
  {
242
  "epoch": 0.9795918367346939,
243
+ "grad_norm": 1.192353367805481,
244
+ "learning_rate": 8.775510204081633e-06,
245
+ "loss": 0.0493,
246
  "max_memory_allocated (GB)": 57.18,
247
  "memory_allocated (GB)": 50.57,
248
  "step": 240,
 
250
  },
251
  {
252
  "epoch": 1.0204081632653061,
253
+ "grad_norm": 0.9369480013847351,
254
+ "learning_rate": 8.724489795918369e-06,
255
+ "loss": 0.0595,
256
  "max_memory_allocated (GB)": 57.18,
257
  "memory_allocated (GB)": 50.57,
258
  "step": 250,
 
260
  },
261
  {
262
  "epoch": 1.0612244897959184,
263
+ "grad_norm": 1.2866365909576416,
264
+ "learning_rate": 8.673469387755103e-06,
265
+ "loss": 0.0532,
266
  "max_memory_allocated (GB)": 57.18,
267
  "memory_allocated (GB)": 50.57,
268
  "step": 260,
 
270
  },
271
  {
272
  "epoch": 1.1020408163265305,
273
+ "grad_norm": 16.09465980529785,
274
+ "learning_rate": 8.622448979591837e-06,
275
+ "loss": 0.0663,
276
  "max_memory_allocated (GB)": 57.18,
277
  "memory_allocated (GB)": 50.57,
278
  "step": 270,
 
280
  },
281
  {
282
  "epoch": 1.1428571428571428,
283
+ "grad_norm": 2.3071987628936768,
284
+ "learning_rate": 8.571428571428571e-06,
285
+ "loss": 0.0633,
286
  "max_memory_allocated (GB)": 57.18,
287
  "memory_allocated (GB)": 50.57,
288
  "step": 280,
 
290
  },
291
  {
292
  "epoch": 1.183673469387755,
293
+ "grad_norm": 1.2905592918395996,
294
+ "learning_rate": 8.520408163265307e-06,
295
+ "loss": 0.0498,
296
  "max_memory_allocated (GB)": 57.18,
297
  "memory_allocated (GB)": 50.57,
298
  "step": 290,
 
300
  },
301
  {
302
  "epoch": 1.2244897959183674,
303
+ "grad_norm": 1.4856091737747192,
304
+ "learning_rate": 8.469387755102042e-06,
305
+ "loss": 0.0639,
306
  "max_memory_allocated (GB)": 57.18,
307
  "memory_allocated (GB)": 50.57,
308
  "step": 300,
 
310
  },
311
  {
312
  "epoch": 1.2653061224489797,
313
+ "grad_norm": 0.5537325739860535,
314
+ "learning_rate": 8.418367346938776e-06,
315
+ "loss": 0.0673,
316
  "max_memory_allocated (GB)": 57.18,
317
  "memory_allocated (GB)": 50.57,
318
  "step": 310,
 
320
  },
321
  {
322
  "epoch": 1.306122448979592,
323
+ "grad_norm": 1.2954118251800537,
324
+ "learning_rate": 8.36734693877551e-06,
325
+ "loss": 0.0505,
326
  "max_memory_allocated (GB)": 57.18,
327
  "memory_allocated (GB)": 50.57,
328
  "step": 320,
 
330
  },
331
  {
332
  "epoch": 1.346938775510204,
333
+ "grad_norm": 0.6809917092323303,
334
+ "learning_rate": 8.316326530612246e-06,
335
+ "loss": 0.0623,
336
  "max_memory_allocated (GB)": 57.18,
337
  "memory_allocated (GB)": 50.57,
338
  "step": 330,
 
340
  },
341
  {
342
  "epoch": 1.3877551020408163,
343
+ "grad_norm": 2.596815586090088,
344
+ "learning_rate": 8.26530612244898e-06,
345
+ "loss": 0.0552,
346
  "max_memory_allocated (GB)": 57.18,
347
  "memory_allocated (GB)": 50.57,
348
  "step": 340,
 
350
  },
351
  {
352
  "epoch": 1.4285714285714286,
353
+ "grad_norm": 1.0378236770629883,
354
+ "learning_rate": 8.214285714285714e-06,
355
+ "loss": 0.049,
356
  "max_memory_allocated (GB)": 57.18,
357
  "memory_allocated (GB)": 50.57,
358
  "step": 350,
 
360
  },
361
  {
362
  "epoch": 1.469387755102041,
363
+ "grad_norm": 1.7493040561676025,
364
+ "learning_rate": 8.16326530612245e-06,
365
+ "loss": 0.0465,
366
  "max_memory_allocated (GB)": 57.18,
367
  "memory_allocated (GB)": 50.57,
368
  "step": 360,
 
370
  },
371
  {
372
  "epoch": 1.510204081632653,
373
+ "grad_norm": 1.149561882019043,
374
+ "learning_rate": 8.112244897959184e-06,
375
+ "loss": 0.0584,
376
  "max_memory_allocated (GB)": 57.18,
377
  "memory_allocated (GB)": 50.57,
378
  "step": 370,
 
380
  },
381
  {
382
  "epoch": 1.5510204081632653,
383
+ "grad_norm": 0.8010720014572144,
384
+ "learning_rate": 8.06122448979592e-06,
385
+ "loss": 0.047,
386
  "max_memory_allocated (GB)": 57.18,
387
  "memory_allocated (GB)": 50.57,
388
  "step": 380,
 
390
  },
391
  {
392
  "epoch": 1.5918367346938775,
393
+ "grad_norm": 0.7010307908058167,
394
+ "learning_rate": 8.010204081632654e-06,
395
+ "loss": 0.0649,
396
  "max_memory_allocated (GB)": 57.18,
397
  "memory_allocated (GB)": 50.57,
398
  "step": 390,
 
400
  },
401
  {
402
  "epoch": 1.6326530612244898,
403
+ "grad_norm": 2.022503137588501,
404
+ "learning_rate": 7.959183673469388e-06,
405
+ "loss": 0.0612,
406
  "max_memory_allocated (GB)": 57.18,
407
  "memory_allocated (GB)": 50.57,
408
  "step": 400,
 
410
  },
411
  {
412
  "epoch": 1.6734693877551021,
413
+ "grad_norm": 1.3006742000579834,
414
+ "learning_rate": 7.908163265306124e-06,
415
+ "loss": 0.0605,
416
  "max_memory_allocated (GB)": 57.18,
417
  "memory_allocated (GB)": 50.57,
418
  "step": 410,
 
420
  },
421
  {
422
  "epoch": 1.7142857142857144,
423
+ "grad_norm": 1.513334035873413,
424
+ "learning_rate": 7.857142857142858e-06,
425
+ "loss": 0.054,
426
  "max_memory_allocated (GB)": 57.18,
427
  "memory_allocated (GB)": 50.57,
428
  "step": 420,
 
430
  },
431
  {
432
  "epoch": 1.7551020408163265,
433
+ "grad_norm": 0.28943702578544617,
434
+ "learning_rate": 7.806122448979593e-06,
435
+ "loss": 0.0673,
436
  "max_memory_allocated (GB)": 57.18,
437
  "memory_allocated (GB)": 50.57,
438
  "step": 430,
 
440
  },
441
  {
442
  "epoch": 1.7959183673469388,
443
+ "grad_norm": 1.2818681001663208,
444
+ "learning_rate": 7.755102040816327e-06,
445
+ "loss": 0.0614,
446
  "max_memory_allocated (GB)": 57.18,
447
  "memory_allocated (GB)": 50.57,
448
  "step": 440,
 
450
  },
451
  {
452
  "epoch": 1.836734693877551,
453
+ "grad_norm": 0.5026584267616272,
454
+ "learning_rate": 7.704081632653061e-06,
455
+ "loss": 0.0443,
456
  "max_memory_allocated (GB)": 57.18,
457
  "memory_allocated (GB)": 50.57,
458
  "step": 450,
 
460
  },
461
  {
462
  "epoch": 1.8775510204081631,
463
+ "grad_norm": 0.400056391954422,
464
+ "learning_rate": 7.653061224489796e-06,
465
+ "loss": 0.054,
466
  "max_memory_allocated (GB)": 57.18,
467
  "memory_allocated (GB)": 50.57,
468
  "step": 460,
 
470
  },
471
  {
472
  "epoch": 1.9183673469387754,
473
+ "grad_norm": 0.7661588191986084,
474
+ "learning_rate": 7.602040816326531e-06,
475
+ "loss": 0.0439,
476
  "max_memory_allocated (GB)": 57.18,
477
  "memory_allocated (GB)": 50.57,
478
  "step": 470,
 
480
  },
481
  {
482
  "epoch": 1.9591836734693877,
483
+ "grad_norm": 0.3066469728946686,
484
+ "learning_rate": 7.551020408163265e-06,
485
+ "loss": 0.0511,
486
  "max_memory_allocated (GB)": 57.18,
487
  "memory_allocated (GB)": 50.57,
488
  "step": 480,
 
490
  },
491
  {
492
  "epoch": 2.0,
493
+ "grad_norm": 1.1751477718353271,
494
+ "learning_rate": 7.500000000000001e-06,
495
+ "loss": 0.0644,
496
+ "max_memory_allocated (GB)": 57.18,
497
  "memory_allocated (GB)": 50.57,
498
  "step": 490,
499
  "total_memory_available (GB)": 94.62
500
  },
501
  {
502
  "epoch": 2.0408163265306123,
503
+ "grad_norm": 0.6497346758842468,
504
+ "learning_rate": 7.448979591836736e-06,
505
+ "loss": 0.0596,
506
+ "max_memory_allocated (GB)": 57.18,
507
  "memory_allocated (GB)": 50.57,
508
  "step": 500,
509
  "total_memory_available (GB)": 94.62
510
  },
511
  {
512
  "epoch": 2.0816326530612246,
513
+ "grad_norm": 0.585145890712738,
514
+ "learning_rate": 7.39795918367347e-06,
515
+ "loss": 0.0502,
516
+ "max_memory_allocated (GB)": 57.18,
517
  "memory_allocated (GB)": 50.57,
518
  "step": 510,
519
  "total_memory_available (GB)": 94.62
520
  },
521
  {
522
  "epoch": 2.122448979591837,
523
+ "grad_norm": 1.0224946737289429,
524
+ "learning_rate": 7.346938775510205e-06,
525
+ "loss": 0.0462,
526
+ "max_memory_allocated (GB)": 57.18,
527
  "memory_allocated (GB)": 50.57,
528
  "step": 520,
529
  "total_memory_available (GB)": 94.62
530
  },
531
  {
532
  "epoch": 2.163265306122449,
533
+ "grad_norm": 0.9922281503677368,
534
+ "learning_rate": 7.295918367346939e-06,
535
+ "loss": 0.063,
536
+ "max_memory_allocated (GB)": 57.18,
537
  "memory_allocated (GB)": 50.57,
538
  "step": 530,
539
  "total_memory_available (GB)": 94.62
540
  },
541
  {
542
  "epoch": 2.204081632653061,
543
+ "grad_norm": 0.7550894618034363,
544
+ "learning_rate": 7.244897959183675e-06,
545
+ "loss": 0.0595,
546
+ "max_memory_allocated (GB)": 57.18,
547
  "memory_allocated (GB)": 50.57,
548
  "step": 540,
549
  "total_memory_available (GB)": 94.62
550
  },
551
  {
552
  "epoch": 2.2448979591836733,
553
+ "grad_norm": 1.000552773475647,
554
+ "learning_rate": 7.193877551020409e-06,
555
+ "loss": 0.0645,
556
+ "max_memory_allocated (GB)": 57.18,
557
  "memory_allocated (GB)": 50.57,
558
  "step": 550,
559
  "total_memory_available (GB)": 94.62
560
  },
561
  {
562
  "epoch": 2.2857142857142856,
563
+ "grad_norm": 0.7375513315200806,
564
+ "learning_rate": 7.1428571428571436e-06,
565
+ "loss": 0.0597,
566
+ "max_memory_allocated (GB)": 57.18,
567
  "memory_allocated (GB)": 50.57,
568
  "step": 560,
569
  "total_memory_available (GB)": 94.62
570
  },
571
  {
572
  "epoch": 2.326530612244898,
573
+ "grad_norm": 0.7129970192909241,
574
+ "learning_rate": 7.091836734693878e-06,
575
+ "loss": 0.0603,
576
+ "max_memory_allocated (GB)": 57.18,
577
  "memory_allocated (GB)": 50.57,
578
  "step": 570,
579
  "total_memory_available (GB)": 94.62
580
  },
581
  {
582
  "epoch": 2.36734693877551,
583
+ "grad_norm": 0.8948765993118286,
584
+ "learning_rate": 7.0408163265306125e-06,
585
+ "loss": 0.0673,
586
+ "max_memory_allocated (GB)": 57.18,
587
  "memory_allocated (GB)": 50.57,
588
  "step": 580,
589
  "total_memory_available (GB)": 94.62
590
  },
591
  {
592
  "epoch": 2.4081632653061225,
593
+ "grad_norm": 0.4436047375202179,
594
+ "learning_rate": 6.989795918367348e-06,
595
+ "loss": 0.0547,
596
+ "max_memory_allocated (GB)": 57.18,
597
  "memory_allocated (GB)": 50.57,
598
  "step": 590,
599
  "total_memory_available (GB)": 94.62
600
  },
601
  {
602
  "epoch": 2.4489795918367347,
603
+ "grad_norm": 2.562260627746582,
604
+ "learning_rate": 6.938775510204082e-06,
605
+ "loss": 0.044,
606
+ "max_memory_allocated (GB)": 57.18,
607
  "memory_allocated (GB)": 50.57,
608
  "step": 600,
609
  "total_memory_available (GB)": 94.62
610
  },
611
  {
612
  "epoch": 2.489795918367347,
613
+ "grad_norm": 2.5978403091430664,
614
+ "learning_rate": 6.887755102040817e-06,
615
+ "loss": 0.042,
616
+ "max_memory_allocated (GB)": 57.18,
617
  "memory_allocated (GB)": 50.57,
618
  "step": 610,
619
  "total_memory_available (GB)": 94.62
620
  },
621
  {
622
  "epoch": 2.5306122448979593,
623
+ "grad_norm": 0.8350633978843689,
624
+ "learning_rate": 6.836734693877551e-06,
625
+ "loss": 0.0429,
626
+ "max_memory_allocated (GB)": 57.18,
627
  "memory_allocated (GB)": 50.57,
628
  "step": 620,
629
  "total_memory_available (GB)": 94.62
630
  },
631
  {
632
  "epoch": 2.571428571428571,
633
+ "grad_norm": 1.0908092260360718,
634
+ "learning_rate": 6.785714285714287e-06,
635
  "loss": 0.0815,
636
+ "max_memory_allocated (GB)": 57.18,
637
  "memory_allocated (GB)": 50.57,
638
  "step": 630,
639
  "total_memory_available (GB)": 94.62
640
  },
641
  {
642
  "epoch": 2.612244897959184,
643
+ "grad_norm": 1.411789059638977,
644
+ "learning_rate": 6.734693877551021e-06,
645
+ "loss": 0.0506,
646
+ "max_memory_allocated (GB)": 57.18,
647
  "memory_allocated (GB)": 50.57,
648
  "step": 640,
649
  "total_memory_available (GB)": 94.62
650
  },
651
  {
652
  "epoch": 2.6530612244897958,
653
+ "grad_norm": 0.7262634038925171,
654
+ "learning_rate": 6.683673469387756e-06,
655
+ "loss": 0.0486,
656
+ "max_memory_allocated (GB)": 57.18,
657
  "memory_allocated (GB)": 50.57,
658
  "step": 650,
659
  "total_memory_available (GB)": 94.62
660
  },
661
  {
662
  "epoch": 2.693877551020408,
663
+ "grad_norm": 0.6718008518218994,
664
+ "learning_rate": 6.63265306122449e-06,
665
+ "loss": 0.0478,
666
+ "max_memory_allocated (GB)": 57.18,
667
  "memory_allocated (GB)": 50.57,
668
  "step": 660,
669
  "total_memory_available (GB)": 94.62
670
  },
671
  {
672
  "epoch": 2.7346938775510203,
673
+ "grad_norm": 0.6992954015731812,
674
+ "learning_rate": 6.581632653061225e-06,
675
+ "loss": 0.0876,
676
+ "max_memory_allocated (GB)": 57.18,
677
  "memory_allocated (GB)": 50.57,
678
  "step": 670,
679
  "total_memory_available (GB)": 94.62
680
  },
681
  {
682
  "epoch": 2.7755102040816326,
683
+ "grad_norm": 3.032949447631836,
684
+ "learning_rate": 6.530612244897959e-06,
685
+ "loss": 0.0497,
686
+ "max_memory_allocated (GB)": 57.18,
687
  "memory_allocated (GB)": 50.57,
688
  "step": 680,
689
  "total_memory_available (GB)": 94.62
690
  },
691
  {
692
  "epoch": 2.816326530612245,
693
+ "grad_norm": 0.544232189655304,
694
+ "learning_rate": 6.4795918367346946e-06,
695
+ "loss": 0.0456,
696
+ "max_memory_allocated (GB)": 57.18,
697
  "memory_allocated (GB)": 50.57,
698
  "step": 690,
699
  "total_memory_available (GB)": 94.62
700
  },
701
  {
702
  "epoch": 2.857142857142857,
703
+ "grad_norm": 0.489704430103302,
704
+ "learning_rate": 6.4285714285714295e-06,
705
+ "loss": 0.0438,
706
+ "max_memory_allocated (GB)": 57.18,
707
  "memory_allocated (GB)": 50.57,
708
  "step": 700,
709
  "total_memory_available (GB)": 94.62
710
  },
711
  {
712
  "epoch": 2.8979591836734695,
713
+ "grad_norm": 0.7447965741157532,
714
+ "learning_rate": 6.3775510204081635e-06,
715
+ "loss": 0.0557,
716
+ "max_memory_allocated (GB)": 57.18,
717
  "memory_allocated (GB)": 50.57,
718
  "step": 710,
719
  "total_memory_available (GB)": 94.62
720
  },
721
  {
722
  "epoch": 2.938775510204082,
723
+ "grad_norm": 3.607469081878662,
724
+ "learning_rate": 6.326530612244899e-06,
725
+ "loss": 0.059,
726
+ "max_memory_allocated (GB)": 57.18,
727
  "memory_allocated (GB)": 50.57,
728
  "step": 720,
729
  "total_memory_available (GB)": 94.62
730
  },
731
  {
732
  "epoch": 2.979591836734694,
733
+ "grad_norm": 0.2003553807735443,
734
+ "learning_rate": 6.275510204081633e-06,
735
+ "loss": 0.0349,
736
+ "max_memory_allocated (GB)": 57.18,
737
  "memory_allocated (GB)": 50.57,
738
  "step": 730,
739
  "total_memory_available (GB)": 94.62
740
  },
741
  {
742
  "epoch": 3.020408163265306,
743
+ "grad_norm": 1.135377287864685,
744
+ "learning_rate": 6.224489795918368e-06,
745
+ "loss": 0.0549,
746
+ "max_memory_allocated (GB)": 57.18,
747
  "memory_allocated (GB)": 50.57,
748
  "step": 740,
749
  "total_memory_available (GB)": 94.62
750
  },
751
  {
752
  "epoch": 3.061224489795918,
753
+ "grad_norm": 0.9238697290420532,
754
+ "learning_rate": 6.173469387755102e-06,
755
+ "loss": 0.0627,
756
+ "max_memory_allocated (GB)": 57.18,
757
  "memory_allocated (GB)": 50.57,
758
  "step": 750,
759
  "total_memory_available (GB)": 94.62
760
  },
761
  {
762
  "epoch": 3.1020408163265305,
763
+ "grad_norm": 0.7442536354064941,
764
+ "learning_rate": 6.122448979591837e-06,
765
+ "loss": 0.0528,
766
+ "max_memory_allocated (GB)": 57.18,
767
  "memory_allocated (GB)": 50.57,
768
  "step": 760,
769
  "total_memory_available (GB)": 94.62
770
  },
771
  {
772
  "epoch": 3.142857142857143,
773
+ "grad_norm": 0.6410558819770813,
774
+ "learning_rate": 6.071428571428571e-06,
775
+ "loss": 0.0707,
776
+ "max_memory_allocated (GB)": 57.18,
777
  "memory_allocated (GB)": 50.57,
778
  "step": 770,
779
  "total_memory_available (GB)": 94.62
780
  },
781
  {
782
  "epoch": 3.183673469387755,
783
+ "grad_norm": 0.4915910065174103,
784
+ "learning_rate": 6.020408163265307e-06,
785
+ "loss": 0.0659,
786
+ "max_memory_allocated (GB)": 57.18,
787
  "memory_allocated (GB)": 50.57,
788
  "step": 780,
789
  "total_memory_available (GB)": 94.62
790
  },
791
  {
792
  "epoch": 3.2244897959183674,
793
+ "grad_norm": 0.33948495984077454,
794
+ "learning_rate": 5.969387755102042e-06,
795
+ "loss": 0.0535,
796
+ "max_memory_allocated (GB)": 57.18,
797
  "memory_allocated (GB)": 50.57,
798
  "step": 790,
799
  "total_memory_available (GB)": 94.62
800
  },
801
  {
802
  "epoch": 3.2653061224489797,
803
+ "grad_norm": 0.9314869046211243,
804
+ "learning_rate": 5.918367346938776e-06,
805
+ "loss": 0.0443,
806
+ "max_memory_allocated (GB)": 57.18,
807
  "memory_allocated (GB)": 50.57,
808
  "step": 800,
809
  "total_memory_available (GB)": 94.62
810
  },
811
  {
812
  "epoch": 3.306122448979592,
813
+ "grad_norm": 0.9704706072807312,
814
+ "learning_rate": 5.867346938775511e-06,
815
+ "loss": 0.0562,
816
+ "max_memory_allocated (GB)": 57.18,
817
  "memory_allocated (GB)": 50.57,
818
  "step": 810,
819
  "total_memory_available (GB)": 94.62
820
  },
821
  {
822
  "epoch": 3.3469387755102042,
823
+ "grad_norm": 0.8564426898956299,
824
+ "learning_rate": 5.816326530612246e-06,
825
+ "loss": 0.0466,
826
+ "max_memory_allocated (GB)": 57.18,
827
  "memory_allocated (GB)": 50.57,
828
  "step": 820,
829
  "total_memory_available (GB)": 94.62
830
  },
831
  {
832
  "epoch": 3.387755102040816,
833
+ "grad_norm": 0.31214070320129395,
834
+ "learning_rate": 5.7653061224489805e-06,
835
+ "loss": 0.0488,
836
+ "max_memory_allocated (GB)": 57.18,
837
  "memory_allocated (GB)": 50.57,
838
  "step": 830,
839
  "total_memory_available (GB)": 94.62
840
  },
841
  {
842
  "epoch": 3.4285714285714284,
843
+ "grad_norm": 0.40054649114608765,
844
+ "learning_rate": 5.7142857142857145e-06,
845
+ "loss": 0.0536,
846
+ "max_memory_allocated (GB)": 57.18,
847
  "memory_allocated (GB)": 50.57,
848
  "step": 840,
849
  "total_memory_available (GB)": 94.62
850
  },
851
  {
852
  "epoch": 3.4693877551020407,
853
+ "grad_norm": 0.476951003074646,
854
+ "learning_rate": 5.663265306122449e-06,
855
+ "loss": 0.0819,
856
+ "max_memory_allocated (GB)": 57.18,
857
  "memory_allocated (GB)": 50.57,
858
  "step": 850,
859
  "total_memory_available (GB)": 94.62
860
  },
861
  {
862
  "epoch": 3.510204081632653,
863
+ "grad_norm": 1.075916051864624,
864
+ "learning_rate": 5.6122448979591834e-06,
865
+ "loss": 0.0451,
866
+ "max_memory_allocated (GB)": 57.18,
867
  "memory_allocated (GB)": 50.57,
868
  "step": 860,
869
  "total_memory_available (GB)": 94.62
870
  },
871
  {
872
  "epoch": 3.5510204081632653,
873
+ "grad_norm": 0.4422233998775482,
874
+ "learning_rate": 5.561224489795919e-06,
875
+ "loss": 0.065,
876
+ "max_memory_allocated (GB)": 57.18,
877
  "memory_allocated (GB)": 50.57,
878
  "step": 870,
879
  "total_memory_available (GB)": 94.62
880
  },
881
  {
882
  "epoch": 3.5918367346938775,
883
+ "grad_norm": 0.7247931361198425,
884
+ "learning_rate": 5.510204081632653e-06,
885
+ "loss": 0.0442,
886
+ "max_memory_allocated (GB)": 57.18,
887
  "memory_allocated (GB)": 50.57,
888
  "step": 880,
889
  "total_memory_available (GB)": 94.62
890
  },
891
  {
892
  "epoch": 3.63265306122449,
893
+ "grad_norm": 0.18422362208366394,
894
+ "learning_rate": 5.459183673469388e-06,
895
+ "loss": 0.0295,
896
+ "max_memory_allocated (GB)": 57.18,
897
  "memory_allocated (GB)": 50.57,
898
  "step": 890,
899
  "total_memory_available (GB)": 94.62
900
  },
901
  {
902
  "epoch": 3.673469387755102,
903
+ "grad_norm": 0.6566686034202576,
904
+ "learning_rate": 5.408163265306123e-06,
905
+ "loss": 0.0527,
906
+ "max_memory_allocated (GB)": 57.18,
907
  "memory_allocated (GB)": 50.57,
908
  "step": 900,
909
  "total_memory_available (GB)": 94.62
910
  },
911
  {
912
  "epoch": 3.7142857142857144,
913
+ "grad_norm": 0.7151392698287964,
914
+ "learning_rate": 5.357142857142857e-06,
915
+ "loss": 0.0614,
916
+ "max_memory_allocated (GB)": 57.18,
917
  "memory_allocated (GB)": 50.57,
918
  "step": 910,
919
  "total_memory_available (GB)": 94.62
920
  },
921
  {
922
  "epoch": 3.7551020408163263,
923
+ "grad_norm": 0.1488690972328186,
924
+ "learning_rate": 5.306122448979593e-06,
925
+ "loss": 0.0546,
926
+ "max_memory_allocated (GB)": 57.18,
927
  "memory_allocated (GB)": 50.57,
928
  "step": 920,
929
  "total_memory_available (GB)": 94.62
930
  },
931
  {
932
  "epoch": 3.795918367346939,
933
+ "grad_norm": 0.472126841545105,
934
+ "learning_rate": 5.255102040816327e-06,
935
+ "loss": 0.0514,
936
+ "max_memory_allocated (GB)": 57.18,
937
  "memory_allocated (GB)": 50.57,
938
  "step": 930,
939
  "total_memory_available (GB)": 94.62
940
  },
941
  {
942
  "epoch": 3.836734693877551,
943
+ "grad_norm": 0.8530511260032654,
944
+ "learning_rate": 5.204081632653062e-06,
945
+ "loss": 0.049,
946
+ "max_memory_allocated (GB)": 57.18,
947
  "memory_allocated (GB)": 50.57,
948
  "step": 940,
949
  "total_memory_available (GB)": 94.62
950
  },
951
  {
952
  "epoch": 3.877551020408163,
953
+ "grad_norm": 1.6832056045532227,
954
+ "learning_rate": 5.153061224489796e-06,
955
+ "loss": 0.0603,
956
+ "max_memory_allocated (GB)": 57.18,
957
  "memory_allocated (GB)": 50.57,
958
  "step": 950,
959
  "total_memory_available (GB)": 94.62
960
  },
961
  {
962
  "epoch": 3.9183673469387754,
963
+ "grad_norm": 0.30192047357559204,
964
+ "learning_rate": 5.1020408163265315e-06,
965
+ "loss": 0.0512,
966
+ "max_memory_allocated (GB)": 57.18,
967
  "memory_allocated (GB)": 50.57,
968
  "step": 960,
969
  "total_memory_available (GB)": 94.62
970
  },
971
  {
972
  "epoch": 3.9591836734693877,
973
+ "grad_norm": 1.3734880685806274,
974
+ "learning_rate": 5.0510204081632655e-06,
975
+ "loss": 0.0756,
976
+ "max_memory_allocated (GB)": 57.18,
977
  "memory_allocated (GB)": 50.57,
978
  "step": 970,
979
  "total_memory_available (GB)": 94.62
980
  },
981
  {
982
  "epoch": 4.0,
983
+ "grad_norm": 0.7525829672813416,
984
+ "learning_rate": 5e-06,
985
+ "loss": 0.0715,
986
+ "max_memory_allocated (GB)": 57.18,
987
  "memory_allocated (GB)": 50.57,
988
  "step": 980,
989
  "total_memory_available (GB)": 94.62
990
  },
991
  {
992
  "epoch": 4.040816326530612,
993
+ "grad_norm": 0.4748665690422058,
994
+ "learning_rate": 4.948979591836735e-06,
995
+ "loss": 0.0487,
996
+ "max_memory_allocated (GB)": 57.18,
997
  "memory_allocated (GB)": 50.57,
998
  "step": 990,
999
  "total_memory_available (GB)": 94.62
1000
  },
1001
  {
1002
  "epoch": 4.081632653061225,
1003
+ "grad_norm": 1.340325117111206,
1004
+ "learning_rate": 4.897959183673469e-06,
1005
+ "loss": 0.0638,
1006
+ "max_memory_allocated (GB)": 57.18,
1007
  "memory_allocated (GB)": 50.57,
1008
  "step": 1000,
1009
  "total_memory_available (GB)": 94.62
1010
  },
1011
  {
1012
  "epoch": 4.122448979591836,
1013
+ "grad_norm": 0.5442948937416077,
1014
+ "learning_rate": 4.846938775510204e-06,
1015
+ "loss": 0.0642,
1016
+ "max_memory_allocated (GB)": 57.18,
1017
  "memory_allocated (GB)": 50.57,
1018
  "step": 1010,
1019
  "total_memory_available (GB)": 94.62
1020
  },
1021
  {
1022
  "epoch": 4.163265306122449,
1023
+ "grad_norm": 0.3119046688079834,
1024
+ "learning_rate": 4.795918367346939e-06,
1025
+ "loss": 0.0411,
1026
+ "max_memory_allocated (GB)": 57.18,
1027
  "memory_allocated (GB)": 50.57,
1028
  "step": 1020,
1029
  "total_memory_available (GB)": 94.62
1030
  },
1031
  {
1032
  "epoch": 4.204081632653061,
1033
+ "grad_norm": 0.7393902540206909,
1034
+ "learning_rate": 4.744897959183674e-06,
1035
+ "loss": 0.0544,
1036
+ "max_memory_allocated (GB)": 57.18,
1037
  "memory_allocated (GB)": 50.57,
1038
  "step": 1030,
1039
  "total_memory_available (GB)": 94.62
1040
  },
1041
  {
1042
  "epoch": 4.244897959183674,
1043
+ "grad_norm": 0.5412510633468628,
1044
+ "learning_rate": 4.693877551020409e-06,
1045
+ "loss": 0.0406,
1046
+ "max_memory_allocated (GB)": 57.18,
1047
  "memory_allocated (GB)": 50.57,
1048
  "step": 1040,
1049
  "total_memory_available (GB)": 94.62
1050
  },
1051
  {
1052
  "epoch": 4.285714285714286,
1053
+ "grad_norm": 0.6453996300697327,
1054
+ "learning_rate": 4.642857142857144e-06,
1055
+ "loss": 0.0499,
1056
+ "max_memory_allocated (GB)": 57.18,
1057
  "memory_allocated (GB)": 50.57,
1058
  "step": 1050,
1059
  "total_memory_available (GB)": 94.62
1060
  },
1061
  {
1062
  "epoch": 4.326530612244898,
1063
+ "grad_norm": 0.3400985896587372,
1064
+ "learning_rate": 4.591836734693878e-06,
1065
+ "loss": 0.046,
1066
+ "max_memory_allocated (GB)": 57.18,
1067
  "memory_allocated (GB)": 50.57,
1068
  "step": 1060,
1069
  "total_memory_available (GB)": 94.62
1070
  },
1071
  {
1072
  "epoch": 4.36734693877551,
1073
+ "grad_norm": 0.5143836736679077,
1074
+ "learning_rate": 4.540816326530613e-06,
1075
+ "loss": 0.0494,
1076
+ "max_memory_allocated (GB)": 57.18,
1077
  "memory_allocated (GB)": 50.57,
1078
  "step": 1070,
1079
  "total_memory_available (GB)": 94.62
1080
  },
1081
  {
1082
  "epoch": 4.408163265306122,
1083
+ "grad_norm": 0.38877835869789124,
1084
+ "learning_rate": 4.489795918367348e-06,
1085
+ "loss": 0.0526,
1086
+ "max_memory_allocated (GB)": 57.18,
1087
  "memory_allocated (GB)": 50.57,
1088
  "step": 1080,
1089
  "total_memory_available (GB)": 94.62
1090
  },
1091
  {
1092
  "epoch": 4.448979591836735,
1093
+ "grad_norm": 0.38251811265945435,
1094
+ "learning_rate": 4.438775510204082e-06,
1095
+ "loss": 0.051,
1096
+ "max_memory_allocated (GB)": 57.18,
1097
  "memory_allocated (GB)": 50.57,
1098
  "step": 1090,
1099
  "total_memory_available (GB)": 94.62
1100
  },
1101
  {
1102
  "epoch": 4.489795918367347,
1103
+ "grad_norm": 0.3022618889808655,
1104
+ "learning_rate": 4.3877551020408165e-06,
1105
+ "loss": 0.0368,
1106
+ "max_memory_allocated (GB)": 57.18,
1107
  "memory_allocated (GB)": 50.57,
1108
  "step": 1100,
1109
  "total_memory_available (GB)": 94.62
1110
  },
1111
  {
1112
  "epoch": 4.530612244897959,
1113
+ "grad_norm": 0.12300197780132294,
1114
+ "learning_rate": 4.336734693877551e-06,
1115
+ "loss": 0.0474,
1116
+ "max_memory_allocated (GB)": 57.18,
1117
  "memory_allocated (GB)": 50.57,
1118
  "step": 1110,
1119
  "total_memory_available (GB)": 94.62
1120
  },
1121
  {
1122
  "epoch": 4.571428571428571,
1123
+ "grad_norm": 0.7275770902633667,
1124
+ "learning_rate": 4.2857142857142855e-06,
1125
+ "loss": 0.0409,
1126
+ "max_memory_allocated (GB)": 57.18,
1127
  "memory_allocated (GB)": 50.57,
1128
  "step": 1120,
1129
  "total_memory_available (GB)": 94.62
1130
  },
1131
  {
1132
  "epoch": 4.612244897959184,
1133
+ "grad_norm": 0.46302053332328796,
1134
+ "learning_rate": 4.234693877551021e-06,
1135
+ "loss": 0.0545,
1136
+ "max_memory_allocated (GB)": 57.18,
1137
  "memory_allocated (GB)": 50.57,
1138
  "step": 1130,
1139
  "total_memory_available (GB)": 94.62
1140
  },
1141
  {
1142
  "epoch": 4.653061224489796,
1143
+ "grad_norm": 1.1193764209747314,
1144
+ "learning_rate": 4.183673469387755e-06,
1145
+ "loss": 0.0736,
1146
+ "max_memory_allocated (GB)": 57.18,
1147
  "memory_allocated (GB)": 50.57,
1148
  "step": 1140,
1149
  "total_memory_available (GB)": 94.62
1150
  },
1151
  {
1152
  "epoch": 4.6938775510204085,
1153
+ "grad_norm": 0.936698317527771,
1154
+ "learning_rate": 4.13265306122449e-06,
1155
+ "loss": 0.0532,
1156
+ "max_memory_allocated (GB)": 57.18,
1157
  "memory_allocated (GB)": 50.57,
1158
  "step": 1150,
1159
  "total_memory_available (GB)": 94.62
1160
  },
1161
  {
1162
  "epoch": 4.73469387755102,
1163
+ "grad_norm": 1.091784119606018,
1164
+ "learning_rate": 4.081632653061225e-06,
1165
+ "loss": 0.064,
1166
+ "max_memory_allocated (GB)": 57.18,
1167
  "memory_allocated (GB)": 50.57,
1168
  "step": 1160,
1169
  "total_memory_available (GB)": 94.62
1170
  },
1171
  {
1172
  "epoch": 4.775510204081632,
1173
+ "grad_norm": 0.3371049165725708,
1174
+ "learning_rate": 4.03061224489796e-06,
1175
+ "loss": 0.0557,
1176
+ "max_memory_allocated (GB)": 57.18,
1177
  "memory_allocated (GB)": 50.57,
1178
  "step": 1170,
1179
  "total_memory_available (GB)": 94.62
1180
  },
1181
  {
1182
  "epoch": 4.816326530612245,
1183
+ "grad_norm": 0.5533121824264526,
1184
+ "learning_rate": 3.979591836734694e-06,
1185
+ "loss": 0.0449,
1186
+ "max_memory_allocated (GB)": 57.18,
1187
  "memory_allocated (GB)": 50.57,
1188
  "step": 1180,
1189
  "total_memory_available (GB)": 94.62
1190
  },
1191
  {
1192
  "epoch": 4.857142857142857,
1193
+ "grad_norm": 1.3483092784881592,
1194
+ "learning_rate": 3.928571428571429e-06,
1195
+ "loss": 0.0551,
1196
+ "max_memory_allocated (GB)": 57.18,
1197
  "memory_allocated (GB)": 50.57,
1198
  "step": 1190,
1199
  "total_memory_available (GB)": 94.62
1200
  },
1201
  {
1202
  "epoch": 4.8979591836734695,
1203
+ "grad_norm": 2.4415154457092285,
1204
+ "learning_rate": 3.877551020408164e-06,
1205
+ "loss": 0.0738,
1206
+ "max_memory_allocated (GB)": 57.18,
1207
  "memory_allocated (GB)": 50.57,
1208
  "step": 1200,
1209
  "total_memory_available (GB)": 94.62
1210
  },
1211
  {
1212
  "epoch": 4.938775510204081,
1213
+ "grad_norm": 0.4990352690219879,
1214
+ "learning_rate": 3.826530612244898e-06,
1215
+ "loss": 0.0663,
1216
+ "max_memory_allocated (GB)": 57.18,
1217
  "memory_allocated (GB)": 50.57,
1218
  "step": 1210,
1219
  "total_memory_available (GB)": 94.62
1220
  },
1221
  {
1222
  "epoch": 4.979591836734694,
1223
+ "grad_norm": 1.045630693435669,
1224
+ "learning_rate": 3.7755102040816327e-06,
1225
+ "loss": 0.0422,
1226
+ "max_memory_allocated (GB)": 57.18,
1227
  "memory_allocated (GB)": 50.57,
1228
  "step": 1220,
1229
  "total_memory_available (GB)": 94.62
1230
  },
1231
  {
1232
+ "epoch": 5.020408163265306,
1233
+ "grad_norm": 3.719482660293579,
1234
+ "learning_rate": 3.724489795918368e-06,
1235
+ "loss": 0.0531,
1236
+ "max_memory_allocated (GB)": 57.18,
1237
+ "memory_allocated (GB)": 50.57,
1238
+ "step": 1230,
1239
+ "total_memory_available (GB)": 94.62
1240
+ },
1241
+ {
1242
+ "epoch": 5.061224489795919,
1243
+ "grad_norm": 0.6931941509246826,
1244
+ "learning_rate": 3.6734693877551024e-06,
1245
+ "loss": 0.0434,
1246
+ "max_memory_allocated (GB)": 57.18,
1247
+ "memory_allocated (GB)": 50.57,
1248
+ "step": 1240,
1249
+ "total_memory_available (GB)": 94.62
1250
+ },
1251
+ {
1252
+ "epoch": 5.1020408163265305,
1253
+ "grad_norm": 0.945284903049469,
1254
+ "learning_rate": 3.6224489795918373e-06,
1255
+ "loss": 0.0377,
1256
+ "max_memory_allocated (GB)": 57.18,
1257
+ "memory_allocated (GB)": 50.57,
1258
+ "step": 1250,
1259
+ "total_memory_available (GB)": 94.62
1260
+ },
1261
+ {
1262
+ "epoch": 5.142857142857143,
1263
+ "grad_norm": 0.49527707695961,
1264
+ "learning_rate": 3.5714285714285718e-06,
1265
+ "loss": 0.0406,
1266
+ "max_memory_allocated (GB)": 57.18,
1267
+ "memory_allocated (GB)": 50.57,
1268
+ "step": 1260,
1269
+ "total_memory_available (GB)": 94.62
1270
+ },
1271
+ {
1272
+ "epoch": 5.183673469387755,
1273
+ "grad_norm": 1.0614029169082642,
1274
+ "learning_rate": 3.5204081632653062e-06,
1275
+ "loss": 0.0614,
1276
+ "max_memory_allocated (GB)": 57.18,
1277
+ "memory_allocated (GB)": 50.57,
1278
+ "step": 1270,
1279
+ "total_memory_available (GB)": 94.62
1280
+ },
1281
+ {
1282
+ "epoch": 5.224489795918367,
1283
+ "grad_norm": 1.208749771118164,
1284
+ "learning_rate": 3.469387755102041e-06,
1285
+ "loss": 0.0449,
1286
+ "max_memory_allocated (GB)": 57.18,
1287
+ "memory_allocated (GB)": 50.57,
1288
+ "step": 1280,
1289
+ "total_memory_available (GB)": 94.62
1290
+ },
1291
+ {
1292
+ "epoch": 5.26530612244898,
1293
+ "grad_norm": 3.612487554550171,
1294
+ "learning_rate": 3.4183673469387756e-06,
1295
+ "loss": 0.0672,
1296
+ "max_memory_allocated (GB)": 57.18,
1297
+ "memory_allocated (GB)": 50.57,
1298
+ "step": 1290,
1299
+ "total_memory_available (GB)": 94.62
1300
+ },
1301
+ {
1302
+ "epoch": 5.3061224489795915,
1303
+ "grad_norm": 0.6228938102722168,
1304
+ "learning_rate": 3.3673469387755105e-06,
1305
+ "loss": 0.0516,
1306
+ "max_memory_allocated (GB)": 57.18,
1307
+ "memory_allocated (GB)": 50.57,
1308
+ "step": 1300,
1309
+ "total_memory_available (GB)": 94.62
1310
+ },
1311
+ {
1312
+ "epoch": 5.346938775510204,
1313
+ "grad_norm": 0.586557924747467,
1314
+ "learning_rate": 3.316326530612245e-06,
1315
+ "loss": 0.0674,
1316
+ "max_memory_allocated (GB)": 57.18,
1317
+ "memory_allocated (GB)": 50.57,
1318
+ "step": 1310,
1319
+ "total_memory_available (GB)": 94.62
1320
+ },
1321
+ {
1322
+ "epoch": 5.387755102040816,
1323
+ "grad_norm": 0.963624119758606,
1324
+ "learning_rate": 3.2653061224489794e-06,
1325
+ "loss": 0.0621,
1326
+ "max_memory_allocated (GB)": 57.18,
1327
+ "memory_allocated (GB)": 50.57,
1328
+ "step": 1320,
1329
+ "total_memory_available (GB)": 94.62
1330
+ },
1331
+ {
1332
+ "epoch": 5.428571428571429,
1333
+ "grad_norm": 1.1783013343811035,
1334
+ "learning_rate": 3.2142857142857147e-06,
1335
+ "loss": 0.0366,
1336
+ "max_memory_allocated (GB)": 57.18,
1337
+ "memory_allocated (GB)": 50.57,
1338
+ "step": 1330,
1339
+ "total_memory_available (GB)": 94.62
1340
+ },
1341
+ {
1342
+ "epoch": 5.469387755102041,
1343
+ "grad_norm": 4.429933547973633,
1344
+ "learning_rate": 3.1632653061224496e-06,
1345
+ "loss": 0.0511,
1346
+ "max_memory_allocated (GB)": 57.18,
1347
+ "memory_allocated (GB)": 50.57,
1348
+ "step": 1340,
1349
+ "total_memory_available (GB)": 94.62
1350
+ },
1351
+ {
1352
+ "epoch": 5.510204081632653,
1353
+ "grad_norm": 4.795422077178955,
1354
+ "learning_rate": 3.112244897959184e-06,
1355
+ "loss": 0.0601,
1356
+ "max_memory_allocated (GB)": 57.18,
1357
+ "memory_allocated (GB)": 50.57,
1358
+ "step": 1350,
1359
+ "total_memory_available (GB)": 94.62
1360
+ },
1361
+ {
1362
+ "epoch": 5.551020408163265,
1363
+ "grad_norm": 0.19068406522274017,
1364
+ "learning_rate": 3.0612244897959185e-06,
1365
+ "loss": 0.0479,
1366
+ "max_memory_allocated (GB)": 57.18,
1367
+ "memory_allocated (GB)": 50.57,
1368
+ "step": 1360,
1369
+ "total_memory_available (GB)": 94.62
1370
+ },
1371
+ {
1372
+ "epoch": 5.591836734693878,
1373
+ "grad_norm": 3.7448017597198486,
1374
+ "learning_rate": 3.0102040816326534e-06,
1375
+ "loss": 0.0404,
1376
+ "max_memory_allocated (GB)": 57.18,
1377
+ "memory_allocated (GB)": 50.57,
1378
+ "step": 1370,
1379
+ "total_memory_available (GB)": 94.62
1380
+ },
1381
+ {
1382
+ "epoch": 5.63265306122449,
1383
+ "grad_norm": 0.3368137776851654,
1384
+ "learning_rate": 2.959183673469388e-06,
1385
+ "loss": 0.0488,
1386
+ "max_memory_allocated (GB)": 57.18,
1387
+ "memory_allocated (GB)": 50.57,
1388
+ "step": 1380,
1389
+ "total_memory_available (GB)": 94.62
1390
+ },
1391
+ {
1392
+ "epoch": 5.673469387755102,
1393
+ "grad_norm": 0.14420035481452942,
1394
+ "learning_rate": 2.908163265306123e-06,
1395
+ "loss": 0.0582,
1396
+ "max_memory_allocated (GB)": 57.18,
1397
+ "memory_allocated (GB)": 50.57,
1398
+ "step": 1390,
1399
+ "total_memory_available (GB)": 94.62
1400
+ },
1401
+ {
1402
+ "epoch": 5.714285714285714,
1403
+ "grad_norm": 0.372368723154068,
1404
+ "learning_rate": 2.8571428571428573e-06,
1405
+ "loss": 0.0391,
1406
+ "max_memory_allocated (GB)": 57.18,
1407
+ "memory_allocated (GB)": 50.57,
1408
+ "step": 1400,
1409
+ "total_memory_available (GB)": 94.62
1410
+ },
1411
+ {
1412
+ "epoch": 5.755102040816326,
1413
+ "grad_norm": 3.4565131664276123,
1414
+ "learning_rate": 2.8061224489795917e-06,
1415
+ "loss": 0.0616,
1416
+ "max_memory_allocated (GB)": 57.18,
1417
+ "memory_allocated (GB)": 50.57,
1418
+ "step": 1410,
1419
+ "total_memory_available (GB)": 94.62
1420
+ },
1421
+ {
1422
+ "epoch": 5.795918367346939,
1423
+ "grad_norm": 3.389681339263916,
1424
+ "learning_rate": 2.7551020408163266e-06,
1425
+ "loss": 0.0675,
1426
+ "max_memory_allocated (GB)": 57.18,
1427
+ "memory_allocated (GB)": 50.57,
1428
+ "step": 1420,
1429
+ "total_memory_available (GB)": 94.62
1430
+ },
1431
+ {
1432
+ "epoch": 5.836734693877551,
1433
+ "grad_norm": 0.7100503444671631,
1434
+ "learning_rate": 2.7040816326530615e-06,
1435
+ "loss": 0.036,
1436
+ "max_memory_allocated (GB)": 57.18,
1437
+ "memory_allocated (GB)": 50.57,
1438
+ "step": 1430,
1439
+ "total_memory_available (GB)": 94.62
1440
+ },
1441
+ {
1442
+ "epoch": 5.877551020408164,
1443
+ "grad_norm": 0.40696802735328674,
1444
+ "learning_rate": 2.6530612244897964e-06,
1445
+ "loss": 0.0632,
1446
+ "max_memory_allocated (GB)": 57.18,
1447
+ "memory_allocated (GB)": 50.57,
1448
+ "step": 1440,
1449
+ "total_memory_available (GB)": 94.62
1450
+ },
1451
+ {
1452
+ "epoch": 5.918367346938775,
1453
+ "grad_norm": 0.7590793967247009,
1454
+ "learning_rate": 2.602040816326531e-06,
1455
+ "loss": 0.0549,
1456
+ "max_memory_allocated (GB)": 57.18,
1457
+ "memory_allocated (GB)": 50.57,
1458
+ "step": 1450,
1459
+ "total_memory_available (GB)": 94.62
1460
+ },
1461
+ {
1462
+ "epoch": 5.959183673469388,
1463
+ "grad_norm": 0.48597386479377747,
1464
+ "learning_rate": 2.5510204081632657e-06,
1465
+ "loss": 0.0393,
1466
+ "max_memory_allocated (GB)": 57.18,
1467
+ "memory_allocated (GB)": 50.57,
1468
+ "step": 1460,
1469
+ "total_memory_available (GB)": 94.62
1470
+ },
1471
+ {
1472
+ "epoch": 6.0,
1473
+ "grad_norm": 2.6455276012420654,
1474
+ "learning_rate": 2.5e-06,
1475
+ "loss": 0.0566,
1476
+ "max_memory_allocated (GB)": 57.18,
1477
+ "memory_allocated (GB)": 50.57,
1478
+ "step": 1470,
1479
+ "total_memory_available (GB)": 94.62
1480
+ },
1481
+ {
1482
+ "epoch": 6.040816326530612,
1483
+ "grad_norm": 2.350471258163452,
1484
+ "learning_rate": 2.4489795918367347e-06,
1485
+ "loss": 0.0509,
1486
+ "max_memory_allocated (GB)": 57.18,
1487
+ "memory_allocated (GB)": 50.57,
1488
+ "step": 1480,
1489
+ "total_memory_available (GB)": 94.62
1490
+ },
1491
+ {
1492
+ "epoch": 6.081632653061225,
1493
+ "grad_norm": 3.315977096557617,
1494
+ "learning_rate": 2.3979591836734696e-06,
1495
+ "loss": 0.0523,
1496
+ "max_memory_allocated (GB)": 57.18,
1497
+ "memory_allocated (GB)": 50.57,
1498
+ "step": 1490,
1499
+ "total_memory_available (GB)": 94.62
1500
+ },
1501
+ {
1502
+ "epoch": 6.122448979591836,
1503
+ "grad_norm": 1.6327887773513794,
1504
+ "learning_rate": 2.3469387755102044e-06,
1505
+ "loss": 0.0432,
1506
+ "max_memory_allocated (GB)": 57.18,
1507
+ "memory_allocated (GB)": 50.57,
1508
+ "step": 1500,
1509
+ "total_memory_available (GB)": 94.62
1510
+ },
1511
+ {
1512
+ "epoch": 6.163265306122449,
1513
+ "grad_norm": 5.029656410217285,
1514
+ "learning_rate": 2.295918367346939e-06,
1515
+ "loss": 0.0468,
1516
+ "max_memory_allocated (GB)": 57.18,
1517
+ "memory_allocated (GB)": 50.57,
1518
+ "step": 1510,
1519
+ "total_memory_available (GB)": 94.62
1520
+ },
1521
+ {
1522
+ "epoch": 6.204081632653061,
1523
+ "grad_norm": 3.1543941497802734,
1524
+ "learning_rate": 2.244897959183674e-06,
1525
+ "loss": 0.0471,
1526
+ "max_memory_allocated (GB)": 57.18,
1527
+ "memory_allocated (GB)": 50.57,
1528
+ "step": 1520,
1529
+ "total_memory_available (GB)": 94.62
1530
+ },
1531
+ {
1532
+ "epoch": 6.244897959183674,
1533
+ "grad_norm": 1.1178909540176392,
1534
+ "learning_rate": 2.1938775510204083e-06,
1535
+ "loss": 0.0538,
1536
+ "max_memory_allocated (GB)": 57.18,
1537
+ "memory_allocated (GB)": 50.57,
1538
+ "step": 1530,
1539
+ "total_memory_available (GB)": 94.62
1540
+ },
1541
+ {
1542
+ "epoch": 6.285714285714286,
1543
+ "grad_norm": 0.7284368276596069,
1544
+ "learning_rate": 2.1428571428571427e-06,
1545
+ "loss": 0.0474,
1546
+ "max_memory_allocated (GB)": 57.18,
1547
+ "memory_allocated (GB)": 50.57,
1548
+ "step": 1540,
1549
+ "total_memory_available (GB)": 94.62
1550
+ },
1551
+ {
1552
+ "epoch": 6.326530612244898,
1553
+ "grad_norm": 0.15386615693569183,
1554
+ "learning_rate": 2.0918367346938776e-06,
1555
+ "loss": 0.0327,
1556
+ "max_memory_allocated (GB)": 57.18,
1557
+ "memory_allocated (GB)": 50.57,
1558
+ "step": 1550,
1559
+ "total_memory_available (GB)": 94.62
1560
+ },
1561
+ {
1562
+ "epoch": 6.36734693877551,
1563
+ "grad_norm": 12.00415325164795,
1564
+ "learning_rate": 2.0408163265306125e-06,
1565
+ "loss": 0.0568,
1566
+ "max_memory_allocated (GB)": 57.18,
1567
+ "memory_allocated (GB)": 50.57,
1568
+ "step": 1560,
1569
+ "total_memory_available (GB)": 94.62
1570
+ },
1571
+ {
1572
+ "epoch": 6.408163265306122,
1573
+ "grad_norm": 0.14763076603412628,
1574
+ "learning_rate": 1.989795918367347e-06,
1575
+ "loss": 0.0389,
1576
+ "max_memory_allocated (GB)": 57.18,
1577
+ "memory_allocated (GB)": 50.57,
1578
+ "step": 1570,
1579
+ "total_memory_available (GB)": 94.62
1580
+ },
1581
+ {
1582
+ "epoch": 6.448979591836735,
1583
+ "grad_norm": 0.10665205121040344,
1584
+ "learning_rate": 1.938775510204082e-06,
1585
+ "loss": 0.0526,
1586
+ "max_memory_allocated (GB)": 57.18,
1587
+ "memory_allocated (GB)": 50.57,
1588
+ "step": 1580,
1589
+ "total_memory_available (GB)": 94.62
1590
+ },
1591
+ {
1592
+ "epoch": 6.489795918367347,
1593
+ "grad_norm": 0.6945566534996033,
1594
+ "learning_rate": 1.8877551020408163e-06,
1595
+ "loss": 0.0276,
1596
+ "max_memory_allocated (GB)": 57.18,
1597
+ "memory_allocated (GB)": 50.57,
1598
+ "step": 1590,
1599
+ "total_memory_available (GB)": 94.62
1600
+ },
1601
+ {
1602
+ "epoch": 6.530612244897959,
1603
+ "grad_norm": 0.6304193735122681,
1604
+ "learning_rate": 1.8367346938775512e-06,
1605
+ "loss": 0.0595,
1606
+ "max_memory_allocated (GB)": 57.18,
1607
+ "memory_allocated (GB)": 50.57,
1608
+ "step": 1600,
1609
+ "total_memory_available (GB)": 94.62
1610
+ },
1611
+ {
1612
+ "epoch": 6.571428571428571,
1613
+ "grad_norm": 0.738591194152832,
1614
+ "learning_rate": 1.7857142857142859e-06,
1615
+ "loss": 0.0591,
1616
+ "max_memory_allocated (GB)": 57.18,
1617
+ "memory_allocated (GB)": 50.57,
1618
+ "step": 1610,
1619
+ "total_memory_available (GB)": 94.62
1620
+ },
1621
+ {
1622
+ "epoch": 6.612244897959184,
1623
+ "grad_norm": 1.1249669790267944,
1624
+ "learning_rate": 1.7346938775510206e-06,
1625
+ "loss": 0.0444,
1626
+ "max_memory_allocated (GB)": 57.18,
1627
+ "memory_allocated (GB)": 50.57,
1628
+ "step": 1620,
1629
+ "total_memory_available (GB)": 94.62
1630
+ },
1631
+ {
1632
+ "epoch": 6.653061224489796,
1633
+ "grad_norm": 0.3204442858695984,
1634
+ "learning_rate": 1.6836734693877552e-06,
1635
+ "loss": 0.041,
1636
+ "max_memory_allocated (GB)": 57.18,
1637
+ "memory_allocated (GB)": 50.57,
1638
+ "step": 1630,
1639
+ "total_memory_available (GB)": 94.62
1640
+ },
1641
+ {
1642
+ "epoch": 6.6938775510204085,
1643
+ "grad_norm": 0.6603041887283325,
1644
+ "learning_rate": 1.6326530612244897e-06,
1645
+ "loss": 0.0485,
1646
+ "max_memory_allocated (GB)": 57.18,
1647
+ "memory_allocated (GB)": 50.57,
1648
+ "step": 1640,
1649
+ "total_memory_available (GB)": 94.62
1650
+ },
1651
+ {
1652
+ "epoch": 6.73469387755102,
1653
+ "grad_norm": 0.9167451858520508,
1654
+ "learning_rate": 1.5816326530612248e-06,
1655
+ "loss": 0.051,
1656
+ "max_memory_allocated (GB)": 57.18,
1657
+ "memory_allocated (GB)": 50.57,
1658
+ "step": 1650,
1659
+ "total_memory_available (GB)": 94.62
1660
+ },
1661
+ {
1662
+ "epoch": 6.775510204081632,
1663
+ "grad_norm": 1.1892409324645996,
1664
+ "learning_rate": 1.5306122448979593e-06,
1665
+ "loss": 0.0577,
1666
+ "max_memory_allocated (GB)": 57.18,
1667
+ "memory_allocated (GB)": 50.57,
1668
+ "step": 1660,
1669
+ "total_memory_available (GB)": 94.62
1670
+ },
1671
+ {
1672
+ "epoch": 6.816326530612245,
1673
+ "grad_norm": 1.1679530143737793,
1674
+ "learning_rate": 1.479591836734694e-06,
1675
+ "loss": 0.0581,
1676
+ "max_memory_allocated (GB)": 57.18,
1677
+ "memory_allocated (GB)": 50.57,
1678
+ "step": 1670,
1679
+ "total_memory_available (GB)": 94.62
1680
+ },
1681
+ {
1682
+ "epoch": 6.857142857142857,
1683
+ "grad_norm": 4.730435848236084,
1684
+ "learning_rate": 1.4285714285714286e-06,
1685
+ "loss": 0.058,
1686
+ "max_memory_allocated (GB)": 57.18,
1687
+ "memory_allocated (GB)": 50.57,
1688
+ "step": 1680,
1689
+ "total_memory_available (GB)": 94.62
1690
+ },
1691
+ {
1692
+ "epoch": 6.8979591836734695,
1693
+ "grad_norm": 2.7492659091949463,
1694
+ "learning_rate": 1.3775510204081633e-06,
1695
+ "loss": 0.0593,
1696
+ "max_memory_allocated (GB)": 57.18,
1697
+ "memory_allocated (GB)": 50.57,
1698
+ "step": 1690,
1699
+ "total_memory_available (GB)": 94.62
1700
+ },
1701
+ {
1702
+ "epoch": 6.938775510204081,
1703
+ "grad_norm": 0.29811447858810425,
1704
+ "learning_rate": 1.3265306122448982e-06,
1705
+ "loss": 0.0425,
1706
+ "max_memory_allocated (GB)": 57.18,
1707
+ "memory_allocated (GB)": 50.57,
1708
+ "step": 1700,
1709
+ "total_memory_available (GB)": 94.62
1710
+ },
1711
+ {
1712
+ "epoch": 6.979591836734694,
1713
+ "grad_norm": 0.15881459414958954,
1714
+ "learning_rate": 1.2755102040816329e-06,
1715
+ "loss": 0.0625,
1716
+ "max_memory_allocated (GB)": 57.18,
1717
+ "memory_allocated (GB)": 50.57,
1718
+ "step": 1710,
1719
+ "total_memory_available (GB)": 94.62
1720
+ },
1721
+ {
1722
+ "epoch": 7.020408163265306,
1723
+ "grad_norm": 0.20461368560791016,
1724
+ "learning_rate": 1.2244897959183673e-06,
1725
+ "loss": 0.0581,
1726
+ "max_memory_allocated (GB)": 57.18,
1727
+ "memory_allocated (GB)": 50.57,
1728
+ "step": 1720,
1729
+ "total_memory_available (GB)": 94.62
1730
+ },
1731
+ {
1732
+ "epoch": 7.061224489795919,
1733
+ "grad_norm": 1.1351808309555054,
1734
+ "learning_rate": 1.1734693877551022e-06,
1735
+ "loss": 0.0646,
1736
+ "max_memory_allocated (GB)": 57.18,
1737
+ "memory_allocated (GB)": 50.57,
1738
+ "step": 1730,
1739
+ "total_memory_available (GB)": 94.62
1740
+ },
1741
+ {
1742
+ "epoch": 7.1020408163265305,
1743
+ "grad_norm": 0.1654195487499237,
1744
+ "learning_rate": 1.122448979591837e-06,
1745
+ "loss": 0.0472,
1746
+ "max_memory_allocated (GB)": 57.18,
1747
+ "memory_allocated (GB)": 50.57,
1748
+ "step": 1740,
1749
+ "total_memory_available (GB)": 94.62
1750
+ },
1751
+ {
1752
+ "epoch": 7.142857142857143,
1753
+ "grad_norm": 0.4366483986377716,
1754
+ "learning_rate": 1.0714285714285714e-06,
1755
+ "loss": 0.0461,
1756
+ "max_memory_allocated (GB)": 57.18,
1757
+ "memory_allocated (GB)": 50.57,
1758
+ "step": 1750,
1759
+ "total_memory_available (GB)": 94.62
1760
+ },
1761
+ {
1762
+ "epoch": 7.183673469387755,
1763
+ "grad_norm": 0.5380903482437134,
1764
+ "learning_rate": 1.0204081632653063e-06,
1765
+ "loss": 0.0506,
1766
+ "max_memory_allocated (GB)": 57.18,
1767
+ "memory_allocated (GB)": 50.57,
1768
+ "step": 1760,
1769
+ "total_memory_available (GB)": 94.62
1770
+ },
1771
+ {
1772
+ "epoch": 7.224489795918367,
1773
+ "grad_norm": 1.661912441253662,
1774
+ "learning_rate": 9.69387755102041e-07,
1775
+ "loss": 0.0664,
1776
+ "max_memory_allocated (GB)": 57.18,
1777
+ "memory_allocated (GB)": 50.57,
1778
+ "step": 1770,
1779
+ "total_memory_available (GB)": 94.62
1780
+ },
1781
+ {
1782
+ "epoch": 7.26530612244898,
1783
+ "grad_norm": 0.4192713499069214,
1784
+ "learning_rate": 9.183673469387756e-07,
1785
+ "loss": 0.0394,
1786
+ "max_memory_allocated (GB)": 57.18,
1787
+ "memory_allocated (GB)": 50.57,
1788
+ "step": 1780,
1789
+ "total_memory_available (GB)": 94.62
1790
+ },
1791
+ {
1792
+ "epoch": 7.3061224489795915,
1793
+ "grad_norm": 0.6668973565101624,
1794
+ "learning_rate": 8.673469387755103e-07,
1795
+ "loss": 0.0401,
1796
+ "max_memory_allocated (GB)": 57.18,
1797
+ "memory_allocated (GB)": 50.57,
1798
+ "step": 1790,
1799
+ "total_memory_available (GB)": 94.62
1800
+ },
1801
+ {
1802
+ "epoch": 7.346938775510204,
1803
+ "grad_norm": 0.5573325753211975,
1804
+ "learning_rate": 8.163265306122449e-07,
1805
+ "loss": 0.0526,
1806
+ "max_memory_allocated (GB)": 57.18,
1807
+ "memory_allocated (GB)": 50.57,
1808
+ "step": 1800,
1809
+ "total_memory_available (GB)": 94.62
1810
+ },
1811
+ {
1812
+ "epoch": 7.387755102040816,
1813
+ "grad_norm": 0.39288291335105896,
1814
+ "learning_rate": 7.653061224489796e-07,
1815
+ "loss": 0.0445,
1816
+ "max_memory_allocated (GB)": 57.18,
1817
+ "memory_allocated (GB)": 50.57,
1818
+ "step": 1810,
1819
+ "total_memory_available (GB)": 94.62
1820
+ },
1821
+ {
1822
+ "epoch": 7.428571428571429,
1823
+ "grad_norm": 0.7398673892021179,
1824
+ "learning_rate": 7.142857142857143e-07,
1825
+ "loss": 0.054,
1826
+ "max_memory_allocated (GB)": 57.18,
1827
+ "memory_allocated (GB)": 50.57,
1828
+ "step": 1820,
1829
+ "total_memory_available (GB)": 94.62
1830
+ },
1831
+ {
1832
+ "epoch": 7.469387755102041,
1833
+ "grad_norm": 2.143411636352539,
1834
+ "learning_rate": 6.632653061224491e-07,
1835
+ "loss": 0.0458,
1836
+ "max_memory_allocated (GB)": 57.18,
1837
+ "memory_allocated (GB)": 50.57,
1838
+ "step": 1830,
1839
+ "total_memory_available (GB)": 94.62
1840
+ },
1841
+ {
1842
+ "epoch": 7.510204081632653,
1843
+ "grad_norm": 0.3958425223827362,
1844
+ "learning_rate": 6.122448979591837e-07,
1845
+ "loss": 0.0641,
1846
+ "max_memory_allocated (GB)": 57.18,
1847
+ "memory_allocated (GB)": 50.57,
1848
+ "step": 1840,
1849
+ "total_memory_available (GB)": 94.62
1850
+ },
1851
+ {
1852
+ "epoch": 7.551020408163265,
1853
+ "grad_norm": 2.797384023666382,
1854
+ "learning_rate": 5.612244897959184e-07,
1855
+ "loss": 0.0447,
1856
+ "max_memory_allocated (GB)": 57.18,
1857
+ "memory_allocated (GB)": 50.57,
1858
+ "step": 1850,
1859
+ "total_memory_available (GB)": 94.62
1860
+ },
1861
+ {
1862
+ "epoch": 7.591836734693878,
1863
+ "grad_norm": 1.5026339292526245,
1864
+ "learning_rate": 5.102040816326531e-07,
1865
+ "loss": 0.0274,
1866
+ "max_memory_allocated (GB)": 57.18,
1867
+ "memory_allocated (GB)": 50.57,
1868
+ "step": 1860,
1869
+ "total_memory_available (GB)": 94.62
1870
+ },
1871
+ {
1872
+ "epoch": 7.63265306122449,
1873
+ "grad_norm": 0.993212103843689,
1874
+ "learning_rate": 4.591836734693878e-07,
1875
+ "loss": 0.0393,
1876
+ "max_memory_allocated (GB)": 57.18,
1877
+ "memory_allocated (GB)": 50.57,
1878
+ "step": 1870,
1879
+ "total_memory_available (GB)": 94.62
1880
+ },
1881
+ {
1882
+ "epoch": 7.673469387755102,
1883
+ "grad_norm": 0.16298241913318634,
1884
+ "learning_rate": 4.0816326530612243e-07,
1885
+ "loss": 0.055,
1886
+ "max_memory_allocated (GB)": 57.18,
1887
+ "memory_allocated (GB)": 50.57,
1888
+ "step": 1880,
1889
+ "total_memory_available (GB)": 94.62
1890
+ },
1891
+ {
1892
+ "epoch": 7.714285714285714,
1893
+ "grad_norm": 4.067746639251709,
1894
+ "learning_rate": 3.5714285714285716e-07,
1895
+ "loss": 0.0661,
1896
+ "max_memory_allocated (GB)": 57.18,
1897
+ "memory_allocated (GB)": 50.57,
1898
+ "step": 1890,
1899
+ "total_memory_available (GB)": 94.62
1900
+ },
1901
+ {
1902
+ "epoch": 7.755102040816326,
1903
+ "grad_norm": 1.387778878211975,
1904
+ "learning_rate": 3.0612244897959183e-07,
1905
+ "loss": 0.0586,
1906
+ "max_memory_allocated (GB)": 57.18,
1907
+ "memory_allocated (GB)": 50.57,
1908
+ "step": 1900,
1909
+ "total_memory_available (GB)": 94.62
1910
+ },
1911
+ {
1912
+ "epoch": 7.795918367346939,
1913
+ "grad_norm": 0.6988309621810913,
1914
+ "learning_rate": 2.5510204081632656e-07,
1915
+ "loss": 0.0664,
1916
+ "max_memory_allocated (GB)": 57.18,
1917
+ "memory_allocated (GB)": 50.57,
1918
+ "step": 1910,
1919
+ "total_memory_available (GB)": 94.62
1920
+ },
1921
+ {
1922
+ "epoch": 7.836734693877551,
1923
+ "grad_norm": 0.7139838933944702,
1924
+ "learning_rate": 2.0408163265306121e-07,
1925
+ "loss": 0.053,
1926
+ "max_memory_allocated (GB)": 57.18,
1927
+ "memory_allocated (GB)": 50.57,
1928
+ "step": 1920,
1929
+ "total_memory_available (GB)": 94.62
1930
+ },
1931
+ {
1932
+ "epoch": 7.877551020408164,
1933
+ "grad_norm": 0.5550429224967957,
1934
+ "learning_rate": 1.5306122448979592e-07,
1935
+ "loss": 0.0458,
1936
+ "max_memory_allocated (GB)": 57.18,
1937
+ "memory_allocated (GB)": 50.57,
1938
+ "step": 1930,
1939
+ "total_memory_available (GB)": 94.62
1940
+ },
1941
+ {
1942
+ "epoch": 7.918367346938775,
1943
+ "grad_norm": 1.2351597547531128,
1944
+ "learning_rate": 1.0204081632653061e-07,
1945
+ "loss": 0.0471,
1946
+ "max_memory_allocated (GB)": 57.18,
1947
+ "memory_allocated (GB)": 50.57,
1948
+ "step": 1940,
1949
+ "total_memory_available (GB)": 94.62
1950
+ },
1951
+ {
1952
+ "epoch": 7.959183673469388,
1953
+ "grad_norm": 0.6292315125465393,
1954
+ "learning_rate": 5.1020408163265303e-08,
1955
+ "loss": 0.0532,
1956
+ "max_memory_allocated (GB)": 57.18,
1957
+ "memory_allocated (GB)": 50.57,
1958
+ "step": 1950,
1959
+ "total_memory_available (GB)": 94.62
1960
+ },
1961
+ {
1962
+ "epoch": 8.0,
1963
+ "grad_norm": 1.6500349044799805,
1964
+ "learning_rate": 0.0,
1965
+ "loss": 0.0453,
1966
+ "max_memory_allocated (GB)": 57.18,
1967
+ "memory_allocated (GB)": 50.57,
1968
+ "step": 1960,
1969
+ "total_memory_available (GB)": 94.62
1970
+ },
1971
+ {
1972
+ "epoch": 8.0,
1973
+ "max_memory_allocated (GB)": 57.18,
1974
  "memory_allocated (GB)": 50.57,
1975
+ "step": 1960,
1976
+ "total_flos": 4.89583144415232e+16,
1977
  "total_memory_available (GB)": 94.62,
1978
+ "train_loss": 0.057532464606421335,
1979
+ "train_runtime": 1666.2328,
1980
+ "train_samples_per_second": 52.538,
1981
+ "train_steps_per_second": 1.315
1982
  }
1983
  ],
1984
  "logging_steps": 10,
1985
+ "max_steps": 1960,
1986
  "num_input_tokens_seen": 0,
1987
+ "num_train_epochs": 8,
1988
  "save_steps": 500,
1989
  "stateful_callbacks": {
1990
  "TrainerControl": {
 
1998
  "attributes": {}
1999
  }
2000
  },
2001
+ "total_flos": 4.89583144415232e+16,
2002
  "train_batch_size": 40,
2003
  "trial_name": null,
2004
  "trial_params": null
validation_results.json CHANGED
@@ -1,10 +1,10 @@
1
  {
2
- "epoch": 5.0,
3
- "eval_loss": 0.12328128516674042,
4
- "eval_runtime": 24.5719,
5
- "eval_samples_per_second": 36.301,
6
- "eval_steps_per_second": 2.33,
7
- "max_memory_allocated (GB)": 60.52,
8
  "memory_allocated (GB)": 51.27,
9
  "total_memory_available (GB)": 94.62
10
  }
 
1
  {
2
+ "epoch": 8.0,
3
+ "eval_loss": 0.12359436601400375,
4
+ "eval_runtime": 24.2754,
5
+ "eval_samples_per_second": 44.827,
6
+ "eval_steps_per_second": 2.877,
7
+ "max_memory_allocated (GB)": 57.18,
8
  "memory_allocated (GB)": 51.27,
9
  "total_memory_available (GB)": 94.62
10
  }