kevinoli commited on
Commit
e7fc5c9
1 Parent(s): 3abbbf3

Training in progress, step 14000, checkpoint

Browse files
checkpoint-14000/config.json ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "openai/clip-vit-large-patch14-336",
3
+ "architectures": [
4
+ "CLIPModel"
5
+ ],
6
+ "initializer_factor": 1.0,
7
+ "logit_scale_init_value": 2.6592,
8
+ "model_type": "clip",
9
+ "projection_dim": 768,
10
+ "text_config": {
11
+ "dropout": 0.0,
12
+ "hidden_size": 768,
13
+ "intermediate_size": 3072,
14
+ "model_type": "clip_text_model",
15
+ "num_attention_heads": 12,
16
+ "projection_dim": 768
17
+ },
18
+ "torch_dtype": "float32",
19
+ "transformers_version": "4.45.0.dev0",
20
+ "vision_config": {
21
+ "dropout": 0.0,
22
+ "hidden_size": 1024,
23
+ "image_size": 336,
24
+ "intermediate_size": 4096,
25
+ "model_type": "clip_vision_model",
26
+ "num_attention_heads": 16,
27
+ "num_hidden_layers": 24,
28
+ "patch_size": 14,
29
+ "projection_dim": 768
30
+ }
31
+ }
checkpoint-14000/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:12f98d0224a27d5147ce07a481f820f2e1a33c7d77f8232f73c2c3c811cb8725
3
+ size 1711848436
checkpoint-14000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:31c5dcca1ce93117c63fc2971587390de172dd61d65266f410fa31c4cb590c57
3
+ size 3424043887
checkpoint-14000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:48472cd9b18a7015cc65e39abf51ba2863d4d4291be21afb626d309680ef0875
3
+ size 14503
checkpoint-14000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:84ba7c45ded9c189ba1b6a7ea9401e4c5a94f7fb3cdc828e26fdc42f536c82db
3
+ size 623
checkpoint-14000/trainer_state.json ADDED
@@ -0,0 +1,453 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.9295068979263306,
3
+ "best_model_checkpoint": "./output/clip-finetuned-csu-p14-336-e3l58-l/checkpoint-14000",
4
+ "epoch": 2.5792188651436994,
5
+ "eval_steps": 500,
6
+ "global_step": 14000,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.09211495946941783,
13
+ "grad_norm": 19.808820724487305,
14
+ "learning_rate": 4.84647506755097e-08,
15
+ "loss": 0.3758,
16
+ "step": 500
17
+ },
18
+ {
19
+ "epoch": 0.09211495946941783,
20
+ "eval_loss": 1.418845295906067,
21
+ "eval_runtime": 75.2377,
22
+ "eval_samples_per_second": 16.042,
23
+ "eval_steps_per_second": 2.007,
24
+ "step": 500
25
+ },
26
+ {
27
+ "epoch": 0.18422991893883567,
28
+ "grad_norm": 76.37991333007812,
29
+ "learning_rate": 4.69295013510194e-08,
30
+ "loss": 0.4108,
31
+ "step": 1000
32
+ },
33
+ {
34
+ "epoch": 0.18422991893883567,
35
+ "eval_loss": 1.3513683080673218,
36
+ "eval_runtime": 74.9686,
37
+ "eval_samples_per_second": 16.1,
38
+ "eval_steps_per_second": 2.014,
39
+ "step": 1000
40
+ },
41
+ {
42
+ "epoch": 0.2763448784082535,
43
+ "grad_norm": 0.5795987844467163,
44
+ "learning_rate": 4.539425202652911e-08,
45
+ "loss": 0.4335,
46
+ "step": 1500
47
+ },
48
+ {
49
+ "epoch": 0.2763448784082535,
50
+ "eval_loss": 1.2895005941390991,
51
+ "eval_runtime": 76.713,
52
+ "eval_samples_per_second": 15.734,
53
+ "eval_steps_per_second": 1.968,
54
+ "step": 1500
55
+ },
56
+ {
57
+ "epoch": 0.36845983787767134,
58
+ "grad_norm": 0.1463615745306015,
59
+ "learning_rate": 4.385900270203881e-08,
60
+ "loss": 0.3436,
61
+ "step": 2000
62
+ },
63
+ {
64
+ "epoch": 0.36845983787767134,
65
+ "eval_loss": 1.2414860725402832,
66
+ "eval_runtime": 76.9749,
67
+ "eval_samples_per_second": 15.68,
68
+ "eval_steps_per_second": 1.962,
69
+ "step": 2000
70
+ },
71
+ {
72
+ "epoch": 0.46057479734708917,
73
+ "grad_norm": 323.8576354980469,
74
+ "learning_rate": 4.232375337754851e-08,
75
+ "loss": 0.366,
76
+ "step": 2500
77
+ },
78
+ {
79
+ "epoch": 0.46057479734708917,
80
+ "eval_loss": 1.1949334144592285,
81
+ "eval_runtime": 77.0381,
82
+ "eval_samples_per_second": 15.668,
83
+ "eval_steps_per_second": 1.96,
84
+ "step": 2500
85
+ },
86
+ {
87
+ "epoch": 0.552689756816507,
88
+ "grad_norm": 339.28533935546875,
89
+ "learning_rate": 4.078850405305821e-08,
90
+ "loss": 0.3191,
91
+ "step": 3000
92
+ },
93
+ {
94
+ "epoch": 0.552689756816507,
95
+ "eval_loss": 1.1560280323028564,
96
+ "eval_runtime": 77.0026,
97
+ "eval_samples_per_second": 15.675,
98
+ "eval_steps_per_second": 1.961,
99
+ "step": 3000
100
+ },
101
+ {
102
+ "epoch": 0.6448047162859248,
103
+ "grad_norm": 60.27859878540039,
104
+ "learning_rate": 3.925325472856792e-08,
105
+ "loss": 0.2779,
106
+ "step": 3500
107
+ },
108
+ {
109
+ "epoch": 0.6448047162859248,
110
+ "eval_loss": 1.1233855485916138,
111
+ "eval_runtime": 76.9006,
112
+ "eval_samples_per_second": 15.696,
113
+ "eval_steps_per_second": 1.964,
114
+ "step": 3500
115
+ },
116
+ {
117
+ "epoch": 0.7369196757553427,
118
+ "grad_norm": 18.268455505371094,
119
+ "learning_rate": 3.7718005404077616e-08,
120
+ "loss": 0.2942,
121
+ "step": 4000
122
+ },
123
+ {
124
+ "epoch": 0.7369196757553427,
125
+ "eval_loss": 1.0993207693099976,
126
+ "eval_runtime": 77.2834,
127
+ "eval_samples_per_second": 15.618,
128
+ "eval_steps_per_second": 1.954,
129
+ "step": 4000
130
+ },
131
+ {
132
+ "epoch": 0.8290346352247605,
133
+ "grad_norm": 505.22723388671875,
134
+ "learning_rate": 3.6182756079587324e-08,
135
+ "loss": 0.2615,
136
+ "step": 4500
137
+ },
138
+ {
139
+ "epoch": 0.8290346352247605,
140
+ "eval_loss": 1.080470085144043,
141
+ "eval_runtime": 77.1214,
142
+ "eval_samples_per_second": 15.651,
143
+ "eval_steps_per_second": 1.958,
144
+ "step": 4500
145
+ },
146
+ {
147
+ "epoch": 0.9211495946941783,
148
+ "grad_norm": 1.2971173524856567,
149
+ "learning_rate": 3.4647506755097025e-08,
150
+ "loss": 0.2715,
151
+ "step": 5000
152
+ },
153
+ {
154
+ "epoch": 0.9211495946941783,
155
+ "eval_loss": 1.0614728927612305,
156
+ "eval_runtime": 77.2982,
157
+ "eval_samples_per_second": 15.615,
158
+ "eval_steps_per_second": 1.953,
159
+ "step": 5000
160
+ },
161
+ {
162
+ "epoch": 1.013264554163596,
163
+ "grad_norm": 0.17611829936504364,
164
+ "learning_rate": 3.3112257430606727e-08,
165
+ "loss": 0.2509,
166
+ "step": 5500
167
+ },
168
+ {
169
+ "epoch": 1.013264554163596,
170
+ "eval_loss": 1.0461839437484741,
171
+ "eval_runtime": 75.3494,
172
+ "eval_samples_per_second": 16.019,
173
+ "eval_steps_per_second": 2.004,
174
+ "step": 5500
175
+ },
176
+ {
177
+ "epoch": 1.105379513633014,
178
+ "grad_norm": 228.2562713623047,
179
+ "learning_rate": 3.1577008106116435e-08,
180
+ "loss": 0.2653,
181
+ "step": 6000
182
+ },
183
+ {
184
+ "epoch": 1.105379513633014,
185
+ "eval_loss": 1.0305675268173218,
186
+ "eval_runtime": 77.0542,
187
+ "eval_samples_per_second": 15.664,
188
+ "eval_steps_per_second": 1.96,
189
+ "step": 6000
190
+ },
191
+ {
192
+ "epoch": 1.1974944731024317,
193
+ "grad_norm": 432.4784240722656,
194
+ "learning_rate": 3.0041758781626136e-08,
195
+ "loss": 0.2199,
196
+ "step": 6500
197
+ },
198
+ {
199
+ "epoch": 1.1974944731024317,
200
+ "eval_loss": 1.0182703733444214,
201
+ "eval_runtime": 76.296,
202
+ "eval_samples_per_second": 15.82,
203
+ "eval_steps_per_second": 1.979,
204
+ "step": 6500
205
+ },
206
+ {
207
+ "epoch": 1.2896094325718497,
208
+ "grad_norm": 0.6385967135429382,
209
+ "learning_rate": 2.8506509457135834e-08,
210
+ "loss": 0.1844,
211
+ "step": 7000
212
+ },
213
+ {
214
+ "epoch": 1.2896094325718497,
215
+ "eval_loss": 1.0078601837158203,
216
+ "eval_runtime": 76.5441,
217
+ "eval_samples_per_second": 15.769,
218
+ "eval_steps_per_second": 1.973,
219
+ "step": 7000
220
+ },
221
+ {
222
+ "epoch": 1.3817243920412676,
223
+ "grad_norm": 57.47743606567383,
224
+ "learning_rate": 2.697126013264554e-08,
225
+ "loss": 0.2143,
226
+ "step": 7500
227
+ },
228
+ {
229
+ "epoch": 1.3817243920412676,
230
+ "eval_loss": 0.9969784617424011,
231
+ "eval_runtime": 75.6186,
232
+ "eval_samples_per_second": 15.962,
233
+ "eval_steps_per_second": 1.997,
234
+ "step": 7500
235
+ },
236
+ {
237
+ "epoch": 1.4738393515106853,
238
+ "grad_norm": 0.11704438179731369,
239
+ "learning_rate": 2.5436010808155244e-08,
240
+ "loss": 0.2011,
241
+ "step": 8000
242
+ },
243
+ {
244
+ "epoch": 1.4738393515106853,
245
+ "eval_loss": 0.9886976480484009,
246
+ "eval_runtime": 75.238,
247
+ "eval_samples_per_second": 16.042,
248
+ "eval_steps_per_second": 2.007,
249
+ "step": 8000
250
+ },
251
+ {
252
+ "epoch": 1.565954310980103,
253
+ "grad_norm": 39.71356964111328,
254
+ "learning_rate": 2.3900761483664948e-08,
255
+ "loss": 0.1995,
256
+ "step": 8500
257
+ },
258
+ {
259
+ "epoch": 1.565954310980103,
260
+ "eval_loss": 0.980699360370636,
261
+ "eval_runtime": 75.7533,
262
+ "eval_samples_per_second": 15.933,
263
+ "eval_steps_per_second": 1.993,
264
+ "step": 8500
265
+ },
266
+ {
267
+ "epoch": 1.658069270449521,
268
+ "grad_norm": 0.09355564415454865,
269
+ "learning_rate": 2.236551215917465e-08,
270
+ "loss": 0.2493,
271
+ "step": 9000
272
+ },
273
+ {
274
+ "epoch": 1.658069270449521,
275
+ "eval_loss": 0.9733120203018188,
276
+ "eval_runtime": 75.1219,
277
+ "eval_samples_per_second": 16.067,
278
+ "eval_steps_per_second": 2.01,
279
+ "step": 9000
280
+ },
281
+ {
282
+ "epoch": 1.750184229918939,
283
+ "grad_norm": 0.12566468119621277,
284
+ "learning_rate": 2.083026283468435e-08,
285
+ "loss": 0.2192,
286
+ "step": 9500
287
+ },
288
+ {
289
+ "epoch": 1.750184229918939,
290
+ "eval_loss": 0.966866672039032,
291
+ "eval_runtime": 76.5812,
292
+ "eval_samples_per_second": 15.761,
293
+ "eval_steps_per_second": 1.972,
294
+ "step": 9500
295
+ },
296
+ {
297
+ "epoch": 1.8422991893883567,
298
+ "grad_norm": 1.9423623085021973,
299
+ "learning_rate": 1.9295013510194056e-08,
300
+ "loss": 0.1882,
301
+ "step": 10000
302
+ },
303
+ {
304
+ "epoch": 1.8422991893883567,
305
+ "eval_loss": 0.9616385698318481,
306
+ "eval_runtime": 75.5454,
307
+ "eval_samples_per_second": 15.977,
308
+ "eval_steps_per_second": 1.999,
309
+ "step": 10000
310
+ },
311
+ {
312
+ "epoch": 1.9344141488577744,
313
+ "grad_norm": 0.12048076093196869,
314
+ "learning_rate": 1.7759764185703757e-08,
315
+ "loss": 0.2193,
316
+ "step": 10500
317
+ },
318
+ {
319
+ "epoch": 1.9344141488577744,
320
+ "eval_loss": 0.9550592303276062,
321
+ "eval_runtime": 75.1134,
322
+ "eval_samples_per_second": 16.069,
323
+ "eval_steps_per_second": 2.01,
324
+ "step": 10500
325
+ },
326
+ {
327
+ "epoch": 2.026529108327192,
328
+ "grad_norm": 0.19933176040649414,
329
+ "learning_rate": 1.622451486121346e-08,
330
+ "loss": 0.2148,
331
+ "step": 11000
332
+ },
333
+ {
334
+ "epoch": 2.026529108327192,
335
+ "eval_loss": 0.9494845271110535,
336
+ "eval_runtime": 76.2803,
337
+ "eval_samples_per_second": 15.823,
338
+ "eval_steps_per_second": 1.98,
339
+ "step": 11000
340
+ },
341
+ {
342
+ "epoch": 2.1186440677966103,
343
+ "grad_norm": 13.599303245544434,
344
+ "learning_rate": 1.4689265536723163e-08,
345
+ "loss": 0.1975,
346
+ "step": 11500
347
+ },
348
+ {
349
+ "epoch": 2.1186440677966103,
350
+ "eval_loss": 0.9449298977851868,
351
+ "eval_runtime": 75.6422,
352
+ "eval_samples_per_second": 15.957,
353
+ "eval_steps_per_second": 1.996,
354
+ "step": 11500
355
+ },
356
+ {
357
+ "epoch": 2.210759027266028,
358
+ "grad_norm": 0.8174373507499695,
359
+ "learning_rate": 1.3154016212232866e-08,
360
+ "loss": 0.1791,
361
+ "step": 12000
362
+ },
363
+ {
364
+ "epoch": 2.210759027266028,
365
+ "eval_loss": 0.940927267074585,
366
+ "eval_runtime": 75.2379,
367
+ "eval_samples_per_second": 16.042,
368
+ "eval_steps_per_second": 2.007,
369
+ "step": 12000
370
+ },
371
+ {
372
+ "epoch": 2.3028739867354457,
373
+ "grad_norm": 705.062744140625,
374
+ "learning_rate": 1.161876688774257e-08,
375
+ "loss": 0.2057,
376
+ "step": 12500
377
+ },
378
+ {
379
+ "epoch": 2.3028739867354457,
380
+ "eval_loss": 0.9382032155990601,
381
+ "eval_runtime": 76.1075,
382
+ "eval_samples_per_second": 15.859,
383
+ "eval_steps_per_second": 1.984,
384
+ "step": 12500
385
+ },
386
+ {
387
+ "epoch": 2.3949889462048635,
388
+ "grad_norm": 0.7270774841308594,
389
+ "learning_rate": 1.0083517563252273e-08,
390
+ "loss": 0.2037,
391
+ "step": 13000
392
+ },
393
+ {
394
+ "epoch": 2.3949889462048635,
395
+ "eval_loss": 0.9352426528930664,
396
+ "eval_runtime": 75.5821,
397
+ "eval_samples_per_second": 15.969,
398
+ "eval_steps_per_second": 1.998,
399
+ "step": 13000
400
+ },
401
+ {
402
+ "epoch": 2.4871039056742816,
403
+ "grad_norm": 2.034397602081299,
404
+ "learning_rate": 8.548268238761974e-09,
405
+ "loss": 0.2011,
406
+ "step": 13500
407
+ },
408
+ {
409
+ "epoch": 2.4871039056742816,
410
+ "eval_loss": 0.9317955374717712,
411
+ "eval_runtime": 75.3697,
412
+ "eval_samples_per_second": 16.014,
413
+ "eval_steps_per_second": 2.003,
414
+ "step": 13500
415
+ },
416
+ {
417
+ "epoch": 2.5792188651436994,
418
+ "grad_norm": 299.313232421875,
419
+ "learning_rate": 7.013018914271678e-09,
420
+ "loss": 0.1551,
421
+ "step": 14000
422
+ },
423
+ {
424
+ "epoch": 2.5792188651436994,
425
+ "eval_loss": 0.9295068979263306,
426
+ "eval_runtime": 76.109,
427
+ "eval_samples_per_second": 15.859,
428
+ "eval_steps_per_second": 1.984,
429
+ "step": 14000
430
+ }
431
+ ],
432
+ "logging_steps": 500,
433
+ "max_steps": 16284,
434
+ "num_input_tokens_seen": 0,
435
+ "num_train_epochs": 3,
436
+ "save_steps": 500,
437
+ "stateful_callbacks": {
438
+ "TrainerControl": {
439
+ "args": {
440
+ "should_epoch_stop": false,
441
+ "should_evaluate": false,
442
+ "should_log": false,
443
+ "should_save": true,
444
+ "should_training_stop": false
445
+ },
446
+ "attributes": {}
447
+ }
448
+ },
449
+ "total_flos": 5037336434342520.0,
450
+ "train_batch_size": 2,
451
+ "trial_name": null,
452
+ "trial_params": null
453
+ }
checkpoint-14000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbcece3d46fd39b0ba80eb3e495fdf46c9f891af5b4bddce9de77ad5a467b625
3
+ size 4847