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Training in progress, epoch 0

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  3%|β–Ž | 172/4990 [00:42<23:38, 3.40it/s]
173
  3%|β–Ž | 173/4990 [00:42<20:14, 3.97it/s]
174
  3%|β–Ž | 174/4990 [00:43<18:57, 4.23it/s]
175
  4%|β–Ž | 175/4990 [00:43<20:35, 3.90it/s]
176
  4%|β–Ž | 176/4990 [00:43<19:26, 4.13it/s]
177
  4%|β–Ž | 177/4990 [00:43<18:45, 4.28it/s]
178
  4%|β–Ž | 178/4990 [00:44<20:19, 3.95it/s]
179
  4%|β–Ž | 179/4990 [00:44<21:27, 3.74it/s]
180
  4%|β–Ž | 180/4990 [00:44<19:52, 4.03it/s]
181
  4%|β–Ž | 181/4990 [00:44<22:13, 3.61it/s]
182
  4%|β–Ž | 182/4990 [00:45<19:45, 4.06it/s]
183
  4%|β–Ž | 183/4990 [00:45<20:41, 3.87it/s]
184
  4%|β–Ž | 184/4990 [00:45<19:34, 4.09it/s]
185
  4%|β–Ž | 185/4990 [00:45<19:21, 4.14it/s]
186
  4%|β–Ž | 186/4990 [00:45<17:20, 4.62it/s]
187
  4%|β–Ž | 187/4990 [00:46<17:39, 4.53it/s]
188
  4%|▍ | 188/4990 [00:46<17:10, 4.66it/s]
189
  4%|▍ | 189/4990 [00:46<18:32, 4.32it/s]
190
  4%|▍ | 190/4990 [00:46<19:55, 4.01it/s]
191
  4%|▍ | 191/4990 [00:47<23:30, 3.40it/s]
192
  4%|▍ | 192/4990 [00:47<23:09, 3.45it/s]
193
  4%|▍ | 193/4990 [00:47<21:29, 3.72it/s]
194
  4%|▍ | 194/4990 [00:48<22:02, 3.63it/s]
195
  4%|▍ | 195/4990 [00:48<23:06, 3.46it/s]
196
  4%|▍ | 196/4990 [00:48<21:32, 3.71it/s]
197
  4%|▍ | 197/4990 [00:48<21:32, 3.71it/s]
198
  4%|▍ | 198/4990 [00:49<20:39, 3.87it/s]
199
  4%|▍ | 199/4990 [00:49<20:48, 3.84it/s]
200
  4%|▍ | 200/4990 [00:49<19:16, 4.14it/s]
201
  4%|▍ | 201/4990 [00:49<19:27, 4.10it/s]
202
  4%|▍ | 202/4990 [00:50<19:00, 4.20it/s]
203
  4%|▍ | 203/4990 [00:50<18:21, 4.35it/s]
204
  4%|▍ | 204/4990 [00:50<18:16, 4.36it/s]
205
  4%|▍ | 205/4990 [00:50<17:52, 4.46it/s]
206
  4%|▍ | 206/4990 [00:50<17:21, 4.59it/s]
207
  4%|▍ | 207/4990 [00:51<16:07, 4.94it/s]
208
  4%|▍ | 208/4990 [00:51<16:10, 4.93it/s]
209
  4%|▍ | 209/4990 [00:51<16:33, 4.81it/s]
210
  4%|▍ | 210/4990 [00:51<15:59, 4.98it/s]
211
  4%|▍ | 211/4990 [00:52<25:45, 3.09it/s]
212
  4%|▍ | 212/4990 [00:52<23:35, 3.38it/s]
213
  4%|▍ | 213/4990 [00:52<21:35, 3.69it/s]
214
  4%|▍ | 214/4990 [00:53<23:16, 3.42it/s]
215
  4%|▍ | 215/4990 [00:53<20:58, 3.79it/s]
216
  4%|▍ | 216/4990 [00:53<18:47, 4.24it/s]
217
  4%|▍ | 217/4990 [00:53<17:22, 4.58it/s]
218
  4%|▍ | 218/4990 [00:53<18:10, 4.37it/s]
219
  4%|▍ | 219/4990 [00:54<17:11, 4.63it/s]
220
  4%|▍ | 220/4990 [00:54<17:52, 4.45it/s]
221
  4%|▍ | 221/4990 [00:54<17:02, 4.66it/s]
222
  4%|▍ | 222/4990 [00:54<16:22, 4.85it/s]
223
  4%|▍ | 223/4990 [00:54<17:37, 4.51it/s]
224
  4%|▍ | 224/4990 [00:55<17:47, 4.46it/s]
225
  5%|▍ | 225/4990 [00:55<16:55, 4.69it/s]
226
  5%|▍ | 226/4990 [00:55<17:00, 4.67it/s]
227
  5%|▍ | 227/4990 [00:55<18:54, 4.20it/s]
228
  5%|▍ | 228/4990 [00:56<18:35, 4.27it/s]
229
  5%|▍ | 229/4990 [00:56<17:09, 4.63it/s]
230
  5%|▍ | 230/4990 [00:56<15:59, 4.96it/s]
231
  5%|▍ | 231/4990 [00:56<16:38, 4.77it/s]
232
  5%|▍ | 232/4990 [00:56<18:05, 4.38it/s]
233
  5%|▍ | 233/4990 [00:57<19:07, 4.15it/s]
234
  5%|▍ | 234/4990 [00:57<18:25, 4.30it/s]
235
  5%|▍ | 235/4990 [00:57<17:20, 4.57it/s]
236
  5%|▍ | 236/4990 [00:57<16:46, 4.72it/s]
237
  5%|▍ | 237/4990 [00:58<19:32, 4.06it/s]
238
  5%|▍ | 238/4990 [00:58<17:53, 4.43it/s]
239
  5%|▍ | 239/4990 [00:58<19:00, 4.17it/s]
240
  5%|▍ | 240/4990 [00:58<19:40, 4.02it/s]
241
  5%|▍ | 241/4990 [00:59<20:14, 3.91it/s]
242
  5%|▍ | 242/4990 [00:59<20:07, 3.93it/s]
243
  5%|▍ | 243/4990 [00:59<19:07, 4.14it/s]
244
  5%|▍ | 244/4990 [00:59<18:07, 4.37it/s]
245
  5%|▍ | 245/4990 [01:00<17:58, 4.40it/s]
246
  5%|▍ | 246/4990 [01:00<17:06, 4.62it/s]
247
  5%|▍ | 247/4990 [01:00<20:01, 3.95it/s]
248
  5%|▍ | 248/4990 [01:00<19:19, 4.09it/s]
249
  5%|▍ | 249/4990 [01:00<17:50, 4.43it/s]
250
  5%|β–Œ | 250/4990 [01:01<16:28, 4.80it/s]
251
  5%|β–Œ | 251/4990 [01:01<18:48, 4.20it/s]
252
  5%|β–Œ | 252/4990 [01:01<18:18, 4.31it/s]
253
  5%|β–Œ | 253/4990 [01:01<17:14, 4.58it/s]
254
  5%|β–Œ | 254/4990 [01:02<17:34, 4.49it/s]
255
  5%|β–Œ | 255/4990 [01:02<17:32, 4.50it/s]
256
  5%|β–Œ | 256/4990 [01:02<17:43, 4.45it/s]
257
  5%|β–Œ | 257/4990 [01:02<18:13, 4.33it/s]
258
  5%|β–Œ | 258/4990 [01:03<18:56, 4.16it/s]
259
  5%|β–Œ | 259/4990 [01:03<19:21, 4.07it/s]
260
  5%|β–Œ | 260/4990 [01:03<18:16, 4.32it/s]
261
  5%|β–Œ | 261/4990 [01:03<18:59, 4.15it/s]
262
  5%|β–Œ | 262/4990 [01:04<18:57, 4.16it/s]
263
  5%|β–Œ | 263/4990 [01:04<16:55, 4.66it/s]
264
  5%|β–Œ | 264/4990 [01:04<18:45, 4.20it/s]
265
  5%|β–Œ | 265/4990 [01:04<17:56, 4.39it/s]
266
  5%|β–Œ | 266/4990 [01:04<19:42, 3.99it/s]
267
  5%|β–Œ | 267/4990 [01:05<18:13, 4.32it/s]
268
  5%|β–Œ | 268/4990 [01:05<18:17, 4.30it/s]
269
  5%|β–Œ | 269/4990 [01:05<17:08, 4.59it/s]
270
  5%|β–Œ | 270/4990 [01:05<19:52, 3.96it/s]
271
  5%|β–Œ | 271/4990 [01:06<18:46, 4.19it/s]
272
  5%|β–Œ | 272/4990 [01:06<17:29, 4.50it/s]
273
  5%|β–Œ | 273/4990 [01:06<15:47, 4.98it/s]
274
  5%|β–Œ | 274/4990 [01:06<16:52, 4.66it/s]
275
  6%|β–Œ | 275/4990 [01:06<16:38, 4.72it/s]
276
  6%|β–Œ | 276/4990 [01:07<16:59, 4.63it/s]
277
  6%|β–Œ | 277/4990 [01:07<16:58, 4.63it/s]
278
  6%|β–Œ | 278/4990 [01:07<19:29, 4.03it/s]
279
  6%|β–Œ | 279/4990 [01:07<18:14, 4.31it/s]
280
  6%|β–Œ | 280/4990 [01:08<17:08, 4.58it/s]
281
  6%|β–Œ | 281/4990 [01:08<18:38, 4.21it/s]
282
  6%|β–Œ | 282/4990 [01:08<18:20, 4.28it/s]
283
  6%|β–Œ | 283/4990 [01:08<18:05, 4.34it/s]
284
  6%|β–Œ | 284/4990 [01:09<26:46, 2.93it/s]
285
  6%|β–Œ | 285/4990 [01:09<23:57, 3.27it/s]
286
  6%|β–Œ | 286/4990 [01:09<24:08, 3.25it/s]
287
  6%|β–Œ | 287/4990 [01:10<21:24, 3.66it/s]
288
  6%|β–Œ | 288/4990 [01:10<21:50, 3.59it/s]
289
  6%|β–Œ | 289/4990 [01:10<24:11, 3.24it/s]
290
  6%|β–Œ | 290/4990 [01:10<21:35, 3.63it/s]
291
  6%|β–Œ | 291/4990 [01:11<19:00, 4.12it/s]
292
  6%|β–Œ | 292/4990 [01:11<16:52, 4.64it/s]
293
  6%|β–Œ | 293/4990 [01:11<20:28, 3.82it/s]
294
  6%|β–Œ | 294/4990 [01:11<19:33, 4.00it/s]
295
  6%|β–Œ | 295/4990 [01:12<18:02, 4.34it/s]
296
  6%|β–Œ | 296/4990 [01:12<21:30, 3.64it/s]
297
  6%|β–Œ | 297/4990 [01:12<19:57, 3.92it/s]
298
  6%|β–Œ | 298/4990 [01:12<18:42, 4.18it/s]
299
  6%|β–Œ | 299/4990 [01:13<17:38, 4.43it/s]
300
  6%|β–Œ | 300/4990 [01:13<19:28, 4.01it/s]
301
  6%|β–Œ | 301/4990 [01:13<17:54, 4.36it/s]
302
  6%|β–Œ | 302/4990 [01:13<20:13, 3.86it/s]
303
  6%|β–Œ | 303/4990 [01:14<19:54, 3.92it/s]
304
  6%|β–Œ | 304/4990 [01:14<17:57, 4.35it/s]
305
  6%|β–Œ | 305/4990 [01:14<16:21, 4.77it/s]
306
  6%|β–Œ | 306/4990 [01:14<16:41, 4.68it/s]
307
  6%|β–Œ | 307/4990 [01:15<20:42, 3.77it/s]
308
  6%|β–Œ | 308/4990 [01:15<19:57, 3.91it/s]
309
  6%|β–Œ | 309/4990 [01:15<19:21, 4.03it/s]
310
  6%|β–Œ | 310/4990 [01:15<20:37, 3.78it/s]
311
  6%|β–Œ | 311/4990 [01:16<19:05, 4.08it/s]
312
  6%|β–‹ | 312/4990 [01:16<18:20, 4.25it/s]
313
  6%|β–‹ | 313/4990 [01:16<18:18, 4.26it/s]
314
  6%|β–‹ | 314/4990 [01:16<21:30, 3.62it/s]
315
  6%|β–‹ | 315/4990 [01:17<24:15, 3.21it/s]
316
  6%|β–‹ | 316/4990 [01:17<21:34, 3.61it/s]
317
  6%|β–‹ | 317/4990 [01:17<19:36, 3.97it/s]
318
  6%|β–‹ | 318/4990 [01:17<18:45, 4.15it/s]
319
  6%|β–‹ | 319/4990 [01:18<20:36, 3.78it/s]
320
  6%|β–‹ | 320/4990 [01:18<19:26, 4.00it/s]
321
  6%|β–‹ | 321/4990 [01:18<25:04, 3.10it/s]
322
  6%|β–‹ | 322/4990 [01:19<24:58, 3.11it/s]
323
  6%|β–‹ | 323/4990 [01:19<22:10, 3.51it/s]
324
  6%|β–‹ | 324/4990 [01:19<19:27, 4.00it/s]
325
  7%|β–‹ | 325/4990 [01:19<17:53, 4.35it/s]
326
  7%|β–‹ | 326/4990 [01:19<17:38, 4.41it/s]
327
  7%|β–‹ | 327/4990 [01:20<17:05, 4.55it/s]
328
  7%|β–‹ | 328/4990 [01:20<17:18, 4.49it/s]
329
  7%|β–‹ | 329/4990 [01:20<16:25, 4.73it/s]
330
  7%|β–‹ | 330/4990 [01:20<16:40, 4.66it/s]
331
  7%|β–‹ | 331/4990 [01:21<16:54, 4.59it/s]
332
  7%|β–‹ | 332/4990 [01:21<17:27, 4.45it/s]
333
  7%|β–‹ | 333/4990 [01:21<16:18, 4.76it/s]
334
  7%|β–‹ | 334/4990 [01:21<17:52, 4.34it/s]
335
  7%|β–‹ | 335/4990 [01:21<17:09, 4.52it/s]
336
  7%|β–‹ | 336/4990 [01:22<17:30, 4.43it/s]
337
  7%|β–‹ | 337/4990 [01:22<16:29, 4.70it/s]
338
  7%|β–‹ | 338/4990 [01:22<17:02, 4.55it/s]
339
  7%|β–‹ | 339/4990 [01:22<15:53, 4.88it/s]
340
  7%|β–‹ | 340/4990 [01:23<17:00, 4.56it/s]
341
  7%|β–‹ | 341/4990 [01:23<17:57, 4.32it/s]
342
  7%|β–‹ | 342/4990 [01:23<16:47, 4.61it/s]
343
  7%|β–‹ | 343/4990 [01:23<16:39, 4.65it/s]
344
  7%|β–‹ | 344/4990 [01:23<18:49, 4.11it/s]
345
  7%|β–‹ | 345/4990 [01:24<18:24, 4.21it/s]
346
  7%|β–‹ | 346/4990 [01:24<18:25, 4.20it/s]
347
  7%|β–‹ | 347/4990 [01:24<17:49, 4.34it/s]
348
  7%|β–‹ | 348/4990 [01:25<21:54, 3.53it/s]
349
  7%|β–‹ | 349/4990 [01:25<19:46, 3.91it/s]
350
  7%|β–‹ | 350/4990 [01:25<18:34, 4.16it/s]
351
  7%|β–‹ | 351/4990 [01:25<19:12, 4.02it/s]
352
  7%|β–‹ | 352/4990 [01:25<18:44, 4.13it/s]
353
  7%|β–‹ | 353/4990 [01:26<18:56, 4.08it/s]
354
  7%|β–‹ | 354/4990 [01:26<21:46, 3.55it/s]
355
  7%|β–‹ | 355/4990 [01:26<20:01, 3.86it/s]
356
  7%|β–‹ | 356/4990 [01:27<19:21, 3.99it/s]
357
  7%|β–‹ | 357/4990 [01:27<21:47, 3.54it/s]
358
  7%|β–‹ | 358/4990 [01:27<21:37, 3.57it/s]
359
  7%|β–‹ | 359/4990 [01:27<19:00, 4.06it/s]
360
  7%|β–‹ | 360/4990 [01:28<25:44, 3.00it/s]
361
  7%|β–‹ | 361/4990 [01:28<23:24, 3.29it/s]
362
  7%|β–‹ | 362/4990 [01:28<20:57, 3.68it/s]
363
  7%|β–‹ | 363/4990 [01:29<20:22, 3.78it/s]
364
  7%|β–‹ | 364/4990 [01:29<19:54, 3.87it/s]
365
  7%|β–‹ | 365/4990 [01:29<19:25, 3.97it/s]
366
  7%|β–‹ | 366/4990 [01:29<19:23, 3.97it/s]
367
  7%|β–‹ | 367/4990 [01:29<18:34, 4.15it/s]
368
  7%|β–‹ | 368/4990 [01:30<18:03, 4.27it/s]
369
  7%|β–‹ | 369/4990 [01:30<17:28, 4.41it/s]
370
  7%|β–‹ | 370/4990 [01:30<17:11, 4.48it/s]
371
  7%|β–‹ | 371/4990 [01:30<16:11, 4.75it/s]
372
  7%|β–‹ | 372/4990 [01:31<17:34, 4.38it/s]
373
  7%|β–‹ | 373/4990 [01:31<17:19, 4.44it/s]
374
  7%|β–‹ | 374/4990 [01:31<16:00, 4.81it/s]
375
  8%|β–Š | 375/4990 [01:31<20:11, 3.81it/s]
376
  8%|β–Š | 376/4990 [01:32<18:32, 4.15it/s]
377
  8%|β–Š | 377/4990 [01:32<21:20, 3.60it/s]
378
  8%|β–Š | 378/4990 [01:32<22:36, 3.40it/s]
379
  8%|β–Š | 379/4990 [01:32<19:44, 3.89it/s]
380
  8%|β–Š | 380/4990 [01:33<18:59, 4.04it/s]
381
  8%|β–Š | 381/4990 [01:33<17:49, 4.31it/s]
382
  8%|β–Š | 382/4990 [01:33<16:58, 4.52it/s]
383
  8%|β–Š | 383/4990 [01:33<20:43, 3.70it/s]
384
  8%|β–Š | 384/4990 [01:34<21:08, 3.63it/s]
385
  8%|β–Š | 385/4990 [01:34<20:09, 3.81it/s]
386
  8%|β–Š | 386/4990 [01:34<18:26, 4.16it/s]
387
  8%|β–Š | 387/4990 [01:34<19:58, 3.84it/s]
388
  8%|β–Š | 388/4990 [01:35<18:16, 4.20it/s]
389
  8%|β–Š | 389/4990 [01:35<17:09, 4.47it/s]
390
  8%|β–Š | 390/4990 [01:35<18:00, 4.26it/s]
391
  8%|β–Š | 391/4990 [01:35<16:30, 4.64it/s]
392
  8%|β–Š | 392/4990 [01:35<16:33, 4.63it/s]
393
  8%|β–Š | 393/4990 [01:36<16:58, 4.51it/s]
394
  8%|β–Š | 394/4990 [01:36<17:21, 4.41it/s]
395
  8%|β–Š | 395/4990 [01:36<18:14, 4.20it/s]
396
  8%|β–Š | 396/4990 [01:36<17:54, 4.28it/s]
397
  8%|β–Š | 397/4990 [01:37<20:00, 3.83it/s]
398
  8%|β–Š | 398/4990 [01:37<20:57, 3.65it/s]
399
  8%|β–Š | 399/4990 [01:37<19:37, 3.90it/s]
400
  8%|β–Š | 400/4990 [01:37<18:17, 4.18it/s]
401
  8%|β–Š | 401/4990 [01:38<18:32, 4.13it/s]
402
  8%|β–Š | 402/4990 [01:38<18:10, 4.21it/s]
403
  8%|β–Š | 403/4990 [01:38<18:13, 4.19it/s]
404
  8%|β–Š | 404/4990 [01:38<19:41, 3.88it/s]
405
  8%|β–Š | 405/4990 [01:39<18:10, 4.20it/s]
406
  8%|β–Š | 406/4990 [01:39<16:23, 4.66it/s]
407
  8%|β–Š | 407/4990 [01:39<15:40, 4.87it/s]
408
  8%|β–Š | 408/4990 [01:39<15:57, 4.78it/s]
409
  8%|β–Š | 409/4990 [01:39<15:38, 4.88it/s]
410
  8%|β–Š | 410/4990 [01:40<15:00, 5.09it/s]
411
  8%|β–Š | 411/4990 [01:40<15:47, 4.83it/s]
412
  8%|β–Š | 412/4990 [01:40<14:47, 5.16it/s]
413
  8%|β–Š | 413/4990 [01:40<15:18, 4.98it/s]
414
  8%|β–Š | 414/4990 [01:40<16:28, 4.63it/s]
415
  8%|β–Š | 415/4990 [01:41<16:20, 4.67it/s]
416
  8%|β–Š | 416/4990 [01:41<20:33, 3.71it/s]
417
  8%|β–Š | 417/4990 [01:41<19:17, 3.95it/s]
418
  8%|β–Š | 418/4990 [01:42<19:57, 3.82it/s]
419
  8%|β–Š | 419/4990 [01:42<19:16, 3.95it/s]
420
  8%|β–Š | 420/4990 [01:42<22:02, 3.46it/s]
421
  8%|β–Š | 421/4990 [01:42<19:53, 3.83it/s]
422
  8%|β–Š | 422/4990 [01:43<19:13, 3.96it/s]
423
  8%|β–Š | 423/4990 [01:43<31:34, 2.41it/s]
424
  8%|β–Š | 424/4990 [01:44<27:52, 2.73it/s]
425
  9%|β–Š | 425/4990 [01:44<25:42, 2.96it/s]
426
  9%|β–Š | 426/4990 [01:44<23:08, 3.29it/s]
427
  9%|β–Š | 427/4990 [01:45<25:01, 3.04it/s]
428
  9%|β–Š | 428/4990 [01:45<23:55, 3.18it/s]
429
  9%|β–Š | 429/4990 [01:45<22:57, 3.31it/s]
430
  9%|β–Š | 430/4990 [01:45<21:47, 3.49it/s]
431
  9%|β–Š | 431/4990 [01:46<19:17, 3.94it/s]
432
  9%|β–Š | 432/4990 [01:46<18:49, 4.03it/s]
433
  9%|β–Š | 433/4990 [01:46<19:46, 3.84it/s]
434
  9%|β–Š | 434/4990 [01:46<19:31, 3.89it/s]
435
  9%|β–Š | 435/4990 [01:47<19:29, 3.90it/s]
436
  9%|β–Š | 436/4990 [01:47<18:44, 4.05it/s]
437
  9%|β–‰ | 437/4990 [01:47<18:11, 4.17it/s]
438
  9%|β–‰ | 438/4990 [01:47<17:39, 4.30it/s]
439
  9%|β–‰ | 439/4990 [01:47<16:36, 4.57it/s]
440
  9%|β–‰ | 440/4990 [01:48<16:42, 4.54it/s]
441
  9%|β–‰ | 441/4990 [01:48<15:52, 4.78it/s]
442
  9%|β–‰ | 442/4990 [01:48<15:44, 4.82it/s]
443
  9%|β–‰ | 443/4990 [01:48<16:26, 4.61it/s]
444
  9%|β–‰ | 444/4990 [01:48<15:30, 4.88it/s]
445
  9%|β–‰ | 445/4990 [01:49<15:50, 4.78it/s]
446
  9%|β–‰ | 446/4990 [01:49<16:05, 4.71it/s]
447
  9%|β–‰ | 447/4990 [01:49<16:00, 4.73it/s]
448
  9%|β–‰ | 448/4990 [01:49<15:47, 4.80it/s]
449
  9%|β–‰ | 449/4990 [01:50<16:36, 4.56it/s]
450
  9%|β–‰ | 450/4990 [01:50<17:59, 4.20it/s]
451
  9%|β–‰ | 451/4990 [01:50<17:28, 4.33it/s]
452
  9%|β–‰ | 452/4990 [01:50<18:42, 4.04it/s]
453
  9%|β–‰ | 453/4990 [01:50<17:46, 4.25it/s]
454
  9%|β–‰ | 454/4990 [01:51<16:56, 4.46it/s]
455
  9%|β–‰ | 455/4990 [01:51<15:19, 4.93it/s]
456
  9%|β–‰ | 456/4990 [01:51<16:12, 4.66it/s]
457
  9%|β–‰ | 457/4990 [01:51<16:12, 4.66it/s]
458
  9%|β–‰ | 458/4990 [01:51<15:36, 4.84it/s]
459
  9%|β–‰ | 459/4990 [01:52<15:01, 5.03it/s]
460
  9%|β–‰ | 460/4990 [01:52<15:43, 4.80it/s]
461
  9%|β–‰ | 461/4990 [01:52<14:59, 5.04it/s]
462
  9%|β–‰ | 462/4990 [01:52<14:54, 5.06it/s]
463
  9%|β–‰ | 463/4990 [01:52<14:54, 5.06it/s]
464
  9%|β–‰ | 464/4990 [01:53<14:18, 5.27it/s]
465
  9%|β–‰ | 465/4990 [01:53<14:20, 5.26it/s]
466
  9%|β–‰ | 466/4990 [01:53<16:22, 4.61it/s]
467
  9%|β–‰ | 467/4990 [01:53<17:28, 4.31it/s]
468
  9%|β–‰ | 468/4990 [01:54<16:50, 4.48it/s]
469
  9%|β–‰ | 469/4990 [01:54<16:32, 4.56it/s]
470
  9%|β–‰ | 470/4990 [01:54<16:12, 4.65it/s]
471
  9%|β–‰ | 471/4990 [01:54<15:48, 4.77it/s]
472
  9%|β–‰ | 472/4990 [01:54<15:39, 4.81it/s]
473
  9%|β–‰ | 473/4990 [01:55<17:07, 4.40it/s]
474
  9%|β–‰ | 474/4990 [01:55<16:56, 4.44it/s]
475
  10%|β–‰ | 475/4990 [01:55<15:53, 4.73it/s]
476
  10%|β–‰ | 476/4990 [01:55<16:10, 4.65it/s]
477
  10%|β–‰ | 477/4990 [01:55<14:48, 5.08it/s]
478
  10%|β–‰ | 478/4990 [01:56<15:06, 4.98it/s]
479
  10%|β–‰ | 479/4990 [01:56<16:19, 4.60it/s]
480
  10%|β–‰ | 480/4990 [01:56<20:10, 3.73it/s]
481
  10%|β–‰ | 481/4990 [01:56<18:18, 4.10it/s]
482
  10%|β–‰ | 482/4990 [01:57<17:50, 4.21it/s]
483
  10%|β–‰ | 483/4990 [01:57<18:20, 4.09it/s]
484
  10%|β–‰ | 484/4990 [01:57<18:05, 4.15it/s]
485
  10%|β–‰ | 485/4990 [01:57<17:24, 4.32it/s]
486
  10%|β–‰ | 486/4990 [01:58<18:36, 4.03it/s]
487
  10%|β–‰ | 487/4990 [01:58<18:48, 3.99it/s]
488
  10%|β–‰ | 488/4990 [01:58<17:01, 4.41it/s]
489
  10%|β–‰ | 489/4990 [01:58<18:50, 3.98it/s]
490
  10%|β–‰ | 490/4990 [01:59<18:55, 3.96it/s]
491
  10%|β–‰ | 491/4990 [01:59<17:51, 4.20it/s]
492
  10%|β–‰ | 492/4990 [01:59<20:24, 3.67it/s]
493
  10%|β–‰ | 493/4990 [01:59<19:10, 3.91it/s]
494
  10%|β–‰ | 494/4990 [02:00<28:08, 2.66it/s]
495
  10%|β–‰ | 495/4990 [02:00<24:55, 3.01it/s]
496
  10%|β–‰ | 496/4990 [02:01<23:38, 3.17it/s]
497
  10%|β–‰ | 497/4990 [02:01<21:36, 3.47it/s]
498
  10%|β–‰ | 498/4990 [02:01<20:01, 3.74it/s]
499
  10%|β–ˆ | 499/4990 [02:01<18:19, 4.08it/s][INFO|trainer.py:811] 2024-09-05 22:46:40,950 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
 
 
 
 
 
 
500
  0%| | 0/852 [00:00<?, ?it/s]
 
501
  1%| | 10/852 [00:00<00:09, 92.13it/s]
 
502
  2%|▏ | 20/852 [00:00<00:10, 83.09it/s]
 
503
  3%|β–Ž | 29/852 [00:00<00:10, 80.96it/s]
 
504
  4%|▍ | 38/852 [00:00<00:10, 79.95it/s]
 
505
  6%|β–Œ | 47/852 [00:00<00:09, 80.68it/s]
 
506
  7%|β–‹ | 56/852 [00:00<00:09, 82.11it/s]
 
507
  8%|β–Š | 65/852 [00:00<00:09, 81.29it/s]
 
508
  9%|β–Š | 74/852 [00:00<00:09, 80.27it/s]
 
509
  10%|β–‰ | 83/852 [00:01<00:09, 80.29it/s]
 
510
  11%|β–ˆ | 92/852 [00:01<00:09, 80.69it/s]
 
511
  12%|β–ˆβ– | 101/852 [00:01<00:09, 80.35it/s]
 
512
  13%|β–ˆβ–Ž | 110/852 [00:01<00:09, 80.34it/s]
 
513
  14%|β–ˆβ– | 119/852 [00:01<00:09, 81.26it/s]
 
514
  15%|β–ˆβ–Œ | 128/852 [00:01<00:09, 77.90it/s]
 
515
  16%|β–ˆβ–Œ | 137/852 [00:01<00:09, 77.65it/s]
 
516
  17%|β–ˆβ–‹ | 146/852 [00:01<00:08, 79.18it/s]
 
517
  18%|β–ˆβ–Š | 154/852 [00:01<00:08, 79.13it/s]
 
518
  19%|β–ˆβ–‰ | 163/852 [00:02<00:08, 80.56it/s]
 
519
  20%|β–ˆβ–ˆ | 172/852 [00:02<00:08, 81.35it/s]
 
520
  21%|β–ˆβ–ˆ | 181/852 [00:02<00:08, 81.29it/s]
 
521
  22%|β–ˆβ–ˆβ– | 190/852 [00:02<00:08, 81.87it/s]
 
522
  23%|β–ˆβ–ˆβ–Ž | 199/852 [00:02<00:08, 81.13it/s]
 
523
  24%|β–ˆβ–ˆβ– | 208/852 [00:02<00:08, 79.64it/s]
 
524
  25%|β–ˆβ–ˆβ–Œ | 217/852 [00:02<00:07, 80.28it/s]
 
525
  27%|β–ˆβ–ˆβ–‹ | 226/852 [00:02<00:07, 80.94it/s]
 
526
  28%|β–ˆβ–ˆβ–Š | 235/852 [00:02<00:07, 81.14it/s]
 
527
  29%|β–ˆβ–ˆβ–Š | 244/852 [00:03<00:07, 78.91it/s]
 
528
  30%|β–ˆβ–ˆβ–‰ | 253/852 [00:03<00:07, 81.38it/s]
 
529
  31%|β–ˆβ–ˆβ–ˆ | 262/852 [00:03<00:07, 82.99it/s]
 
530
  32%|β–ˆβ–ˆβ–ˆβ– | 271/852 [00:03<00:07, 82.27it/s]
 
531
  33%|β–ˆβ–ˆβ–ˆβ–Ž | 280/852 [00:03<00:07, 73.21it/s]
 
532
  34%|β–ˆβ–ˆβ–ˆβ– | 288/852 [00:03<00:07, 74.75it/s]
 
533
  35%|β–ˆβ–ˆβ–ˆβ– | 297/852 [00:03<00:07, 76.92it/s]
 
534
  36%|β–ˆβ–ˆβ–ˆβ–Œ | 306/852 [00:03<00:06, 79.20it/s]
 
535
  37%|β–ˆβ–ˆβ–ˆβ–‹ | 315/852 [00:03<00:06, 78.62it/s]
 
536
  38%|β–ˆβ–ˆβ–ˆβ–Š | 324/852 [00:04<00:06, 79.99it/s]
 
537
  39%|β–ˆβ–ˆβ–ˆβ–‰ | 333/852 [00:04<00:06, 80.76it/s]
 
538
  40%|β–ˆβ–ˆβ–ˆβ–ˆ | 342/852 [00:04<00:06, 82.32it/s]
 
539
  41%|β–ˆβ–ˆβ–ˆβ–ˆ | 351/852 [00:04<00:06, 83.01it/s]
 
540
  42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 360/852 [00:04<00:06, 79.91it/s]
 
541
  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 369/852 [00:04<00:06, 80.40it/s]
 
542
  44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 378/852 [00:04<00:05, 80.95it/s]
 
543
  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 387/852 [00:04<00:05, 80.69it/s]
 
544
  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 396/852 [00:04<00:05, 81.56it/s]
 
545
  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 405/852 [00:05<00:05, 79.23it/s]
 
546
  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 414/852 [00:05<00:05, 80.26it/s]
 
547
  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 423/852 [00:05<00:05, 81.17it/s]
 
548
  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 432/852 [00:05<00:05, 80.47it/s]
 
549
  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 441/852 [00:05<00:04, 82.22it/s]
 
550
  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 450/852 [00:05<00:04, 82.08it/s]
 
551
  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 459/852 [00:05<00:04, 82.69it/s]
 
552
  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 468/852 [00:05<00:04, 79.57it/s]
 
553
  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 476/852 [00:05<00:04, 76.48it/s]
 
554
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 484/852 [00:06<00:04, 76.69it/s]
 
555
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 493/852 [00:06<00:04, 79.25it/s]
 
556
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 502/852 [00:06<00:04, 81.12it/s]
 
557
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 511/852 [00:06<00:04, 81.53it/s]
 
558
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 520/852 [00:06<00:04, 82.38it/s]
 
559
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 529/852 [00:06<00:04, 80.16it/s]
 
560
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 538/852 [00:06<00:03, 81.91it/s]
 
561
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 547/852 [00:06<00:03, 81.08it/s]
 
562
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 556/852 [00:06<00:03, 78.18it/s]
 
563
  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 565/852 [00:07<00:03, 80.35it/s]
 
564
  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 574/852 [00:07<00:03, 81.19it/s]
 
565
  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 583/852 [00:07<00:03, 80.70it/s]
 
566
  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 592/852 [00:07<00:03, 80.43it/s]
 
567
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 601/852 [00:07<00:03, 80.49it/s]
 
568
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 610/852 [00:07<00:02, 80.86it/s]
 
569
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 619/852 [00:07<00:02, 79.04it/s]
 
570
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 627/852 [00:07<00:02, 78.94it/s]
 
571
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 635/852 [00:07<00:02, 78.41it/s]
 
572
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 643/852 [00:08<00:02, 76.41it/s]
 
573
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 652/852 [00:08<00:02, 78.97it/s]
 
574
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 661/852 [00:08<00:02, 80.15it/s]
 
575
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 670/852 [00:08<00:02, 80.54it/s]
 
576
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 679/852 [00:08<00:02, 80.46it/s]
 
577
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 688/852 [00:08<00:02, 81.20it/s]
 
578
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 697/852 [00:08<00:01, 81.93it/s]
 
579
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 706/852 [00:08<00:01, 83.09it/s]
 
580
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 715/852 [00:08<00:01, 83.40it/s]
 
581
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 724/852 [00:09<00:01, 82.90it/s]
 
582
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 733/852 [00:09<00:01, 83.77it/s]
 
583
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 742/852 [00:09<00:01, 84.34it/s]
 
584
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 751/852 [00:09<00:01, 83.18it/s]
 
585
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 760/852 [00:09<00:01, 84.50it/s]
 
586
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 769/852 [00:09<00:01, 82.87it/s]
 
587
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 778/852 [00:09<00:00, 82.40it/s]
 
588
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 787/852 [00:09<00:00, 81.73it/s]
 
589
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 796/852 [00:09<00:00, 82.64it/s]
 
590
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 805/852 [00:09<00:00, 83.74it/s]
 
591
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 814/852 [00:10<00:00, 82.67it/s]
 
592
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 823/852 [00:10<00:00, 83.63it/s]
 
593
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 832/852 [00:10<00:00, 84.37it/s]
 
594
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 841/852 [00:10<00:00, 83.41it/s]
 
595
 
 
596
 
597
  10%|β–ˆ | 499/4990 [02:16<18:19, 4.08it/s]
 
 
598
  [INFO|trainer.py:3503] 2024-09-05 22:46:55,159 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-499
 
 
 
 
 
 
 
599
  10%|β–ˆ | 500/4990 [02:19<6:45:16, 5.42s/it]
600
 
601
  10%|β–ˆ | 500/4990 [02:19<6:45:16, 5.42s/it]
602
  10%|β–ˆ | 501/4990 [02:19<4:48:18, 3.85s/it]
603
  10%|β–ˆ | 502/4990 [02:19<3:26:57, 2.77s/it]
604
  10%|β–ˆ | 503/4990 [02:19<2:30:05, 2.01s/it]
605
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1
+ 2024-09-05 22:43:35.221687: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
2
+ 2024-09-05 22:43:35.239699: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered
3
+ 2024-09-05 22:43:35.261393: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered
4
+ 2024-09-05 22:43:35.267947: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered
5
+ 2024-09-05 22:43:35.283519: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
6
+ To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
7
+ 2024-09-05 22:43:36.568969: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
8
+ /usr/local/lib/python3.10/dist-packages/transformers/training_args.py:1525: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of πŸ€— Transformers. Use `eval_strategy` instead
9
+ warnings.warn(
10
+ 09/05/2024 22:43:38 - WARNING - __main__ - Process rank: 0, device: cuda:0, n_gpu: 1distributed training: True, 16-bits training: False
11
+ 09/05/2024 22:43:38 - INFO - __main__ - Training/evaluation parameters TrainingArguments(
12
+ _n_gpu=1,
13
+ accelerator_config={'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None, 'use_configured_state': False},
14
+ adafactor=False,
15
+ adam_beta1=0.9,
16
+ adam_beta2=0.999,
17
+ adam_epsilon=1e-08,
18
+ auto_find_batch_size=False,
19
+ batch_eval_metrics=False,
20
+ bf16=False,
21
+ bf16_full_eval=False,
22
+ data_seed=None,
23
+ dataloader_drop_last=False,
24
+ dataloader_num_workers=0,
25
+ dataloader_persistent_workers=False,
26
+ dataloader_pin_memory=True,
27
+ dataloader_prefetch_factor=None,
28
+ ddp_backend=None,
29
+ ddp_broadcast_buffers=None,
30
+ ddp_bucket_cap_mb=None,
31
+ ddp_find_unused_parameters=None,
32
+ ddp_timeout=1800,
33
+ debug=[],
34
+ deepspeed=None,
35
+ disable_tqdm=False,
36
+ dispatch_batches=None,
37
+ do_eval=True,
38
+ do_predict=True,
39
+ do_train=True,
40
+ eval_accumulation_steps=None,
41
+ eval_delay=0,
42
+ eval_do_concat_batches=True,
43
+ eval_on_start=False,
44
+ eval_steps=None,
45
+ eval_strategy=epoch,
46
+ eval_use_gather_object=False,
47
+ evaluation_strategy=epoch,
48
+ fp16=False,
49
+ fp16_backend=auto,
50
+ fp16_full_eval=False,
51
+ fp16_opt_level=O1,
52
+ fsdp=[],
53
+ fsdp_config={'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False},
54
+ fsdp_min_num_params=0,
55
+ fsdp_transformer_layer_cls_to_wrap=None,
56
+ full_determinism=False,
57
+ gradient_accumulation_steps=2,
58
+ gradient_checkpointing=False,
59
+ gradient_checkpointing_kwargs=None,
60
+ greater_is_better=True,
61
+ group_by_length=False,
62
+ half_precision_backend=auto,
63
+ hub_always_push=False,
64
+ hub_model_id=None,
65
+ hub_private_repo=False,
66
+ hub_strategy=every_save,
67
+ hub_token=<HUB_TOKEN>,
68
+ ignore_data_skip=False,
69
+ include_inputs_for_metrics=False,
70
+ include_num_input_tokens_seen=False,
71
+ include_tokens_per_second=False,
72
+ jit_mode_eval=False,
73
+ label_names=None,
74
+ label_smoothing_factor=0.0,
75
+ learning_rate=5e-05,
76
+ length_column_name=length,
77
+ load_best_model_at_end=True,
78
+ local_rank=0,
79
+ log_level=passive,
80
+ log_level_replica=warning,
81
+ log_on_each_node=True,
82
+ logging_dir=/content/dissertation/scripts/ner/output/tb,
83
+ logging_first_step=False,
84
+ logging_nan_inf_filter=True,
85
+ logging_steps=500,
86
+ logging_strategy=steps,
87
+ lr_scheduler_kwargs={},
88
+ lr_scheduler_type=linear,
89
+ max_grad_norm=1.0,
90
+ max_steps=-1,
91
+ metric_for_best_model=f1,
92
+ mp_parameters=,
93
+ neftune_noise_alpha=None,
94
+ no_cuda=False,
95
+ num_train_epochs=10.0,
96
+ optim=adamw_torch,
97
+ optim_args=None,
98
+ optim_target_modules=None,
99
+ output_dir=/content/dissertation/scripts/ner/output,
100
+ overwrite_output_dir=True,
101
+ past_index=-1,
102
+ per_device_eval_batch_size=8,
103
+ per_device_train_batch_size=32,
104
+ prediction_loss_only=False,
105
+ push_to_hub=True,
106
+ push_to_hub_model_id=None,
107
+ push_to_hub_organization=None,
108
+ push_to_hub_token=<PUSH_TO_HUB_TOKEN>,
109
+ ray_scope=last,
110
+ remove_unused_columns=True,
111
+ report_to=['tensorboard'],
112
+ restore_callback_states_from_checkpoint=False,
113
+ resume_from_checkpoint=None,
114
+ run_name=/content/dissertation/scripts/ner/output,
115
+ save_on_each_node=False,
116
+ save_only_model=False,
117
+ save_safetensors=True,
118
+ save_steps=500,
119
+ save_strategy=epoch,
120
+ save_total_limit=None,
121
+ seed=42,
122
+ skip_memory_metrics=True,
123
+ split_batches=None,
124
+ tf32=None,
125
+ torch_compile=False,
126
+ torch_compile_backend=None,
127
+ torch_compile_mode=None,
128
+ torch_empty_cache_steps=None,
129
+ torchdynamo=None,
130
+ tpu_metrics_debug=False,
131
+ tpu_num_cores=None,
132
+ use_cpu=False,
133
+ use_ipex=False,
134
+ use_legacy_prediction_loop=False,
135
+ use_mps_device=False,
136
+ warmup_ratio=0.0,
137
+ warmup_steps=0,
138
+ weight_decay=0.0,
139
+ )
140
+
141
+
142
+
143
+
144
+
145
+
146
+
147
+ [INFO|configuration_utils.py:733] 2024-09-05 22:43:57,301 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
148
+ [INFO|configuration_utils.py:800] 2024-09-05 22:43:57,310 >> Model config RobertaConfig {
149
+ "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
150
+ "architectures": [
151
+ "RobertaForMaskedLM"
152
+ ],
153
+ "attention_probs_dropout_prob": 0.1,
154
+ "bos_token_id": 0,
155
+ "classifier_dropout": null,
156
+ "eos_token_id": 2,
157
+ "finetuning_task": "ner",
158
+ "gradient_checkpointing": false,
159
+ "hidden_act": "gelu",
160
+ "hidden_dropout_prob": 0.1,
161
+ "hidden_size": 768,
162
+ "id2label": {
163
+ "0": "O",
164
+ "1": "B-ENFERMEDAD",
165
+ "2": "I-ENFERMEDAD"
166
+ },
167
+ "initializer_range": 0.02,
168
+ "intermediate_size": 3072,
169
+ "label2id": {
170
+ "B-ENFERMEDAD": 1,
171
+ "I-ENFERMEDAD": 2,
172
+ "O": 0
173
+ },
174
+ "layer_norm_eps": 1e-05,
175
+ "max_position_embeddings": 514,
176
+ "model_type": "roberta",
177
+ "num_attention_heads": 12,
178
+ "num_hidden_layers": 12,
179
+ "pad_token_id": 1,
180
+ "position_embedding_type": "absolute",
181
+ "transformers_version": "4.44.2",
182
+ "type_vocab_size": 1,
183
+ "use_cache": true,
184
+ "vocab_size": 50262
185
+ }
186
+
187
+ [INFO|configuration_utils.py:733] 2024-09-05 22:43:57,806 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
188
+ [INFO|configuration_utils.py:800] 2024-09-05 22:43:57,808 >> Model config RobertaConfig {
189
+ "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
190
+ "architectures": [
191
+ "RobertaForMaskedLM"
192
+ ],
193
+ "attention_probs_dropout_prob": 0.1,
194
+ "bos_token_id": 0,
195
+ "classifier_dropout": null,
196
+ "eos_token_id": 2,
197
+ "gradient_checkpointing": false,
198
+ "hidden_act": "gelu",
199
+ "hidden_dropout_prob": 0.1,
200
+ "hidden_size": 768,
201
+ "initializer_range": 0.02,
202
+ "intermediate_size": 3072,
203
+ "layer_norm_eps": 1e-05,
204
+ "max_position_embeddings": 514,
205
+ "model_type": "roberta",
206
+ "num_attention_heads": 12,
207
+ "num_hidden_layers": 12,
208
+ "pad_token_id": 1,
209
+ "position_embedding_type": "absolute",
210
+ "transformers_version": "4.44.2",
211
+ "type_vocab_size": 1,
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+ "use_cache": true,
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+ "vocab_size": 50262
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+ }
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+
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file vocab.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/vocab.json
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file merges.txt from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/merges.txt
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file tokenizer.json from cache at None
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file added_tokens.json from cache at None
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file special_tokens_map.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/special_tokens_map.json
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+ [INFO|tokenization_utils_base.py:2269] 2024-09-05 22:44:00,154 >> loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/tokenizer_config.json
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+ [INFO|configuration_utils.py:733] 2024-09-05 22:44:00,155 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
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+ [INFO|configuration_utils.py:800] 2024-09-05 22:44:00,156 >> Model config RobertaConfig {
224
+ "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
225
+ "architectures": [
226
+ "RobertaForMaskedLM"
227
+ ],
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+ "attention_probs_dropout_prob": 0.1,
229
+ "bos_token_id": 0,
230
+ "classifier_dropout": null,
231
+ "eos_token_id": 2,
232
+ "gradient_checkpointing": false,
233
+ "hidden_act": "gelu",
234
+ "hidden_dropout_prob": 0.1,
235
+ "hidden_size": 768,
236
+ "initializer_range": 0.02,
237
+ "intermediate_size": 3072,
238
+ "layer_norm_eps": 1e-05,
239
+ "max_position_embeddings": 514,
240
+ "model_type": "roberta",
241
+ "num_attention_heads": 12,
242
+ "num_hidden_layers": 12,
243
+ "pad_token_id": 1,
244
+ "position_embedding_type": "absolute",
245
+ "transformers_version": "4.44.2",
246
+ "type_vocab_size": 1,
247
+ "use_cache": true,
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+ "vocab_size": 50262
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+ }
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+
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+ /usr/local/lib/python3.10/dist-packages/transformers/tokenization_utils_base.py:1601: FutureWarning: `clean_up_tokenization_spaces` was not set. It will be set to `True` by default. This behavior will be depracted in transformers v4.45, and will be then set to `False` by default. For more details check this issue: https://github.com/huggingface/transformers/issues/31884
252
+ warnings.warn(
253
+ [INFO|configuration_utils.py:733] 2024-09-05 22:44:00,243 >> loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/config.json
254
+ [INFO|configuration_utils.py:800] 2024-09-05 22:44:00,244 >> Model config RobertaConfig {
255
+ "_name_or_path": "PlanTL-GOB-ES/bsc-bio-ehr-es",
256
+ "architectures": [
257
+ "RobertaForMaskedLM"
258
+ ],
259
+ "attention_probs_dropout_prob": 0.1,
260
+ "bos_token_id": 0,
261
+ "classifier_dropout": null,
262
+ "eos_token_id": 2,
263
+ "gradient_checkpointing": false,
264
+ "hidden_act": "gelu",
265
+ "hidden_dropout_prob": 0.1,
266
+ "hidden_size": 768,
267
+ "initializer_range": 0.02,
268
+ "intermediate_size": 3072,
269
+ "layer_norm_eps": 1e-05,
270
+ "max_position_embeddings": 514,
271
+ "model_type": "roberta",
272
+ "num_attention_heads": 12,
273
+ "num_hidden_layers": 12,
274
+ "pad_token_id": 1,
275
+ "position_embedding_type": "absolute",
276
+ "transformers_version": "4.44.2",
277
+ "type_vocab_size": 1,
278
+ "use_cache": true,
279
+ "vocab_size": 50262
280
+ }
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+
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+ [INFO|modeling_utils.py:3678] 2024-09-05 22:44:31,232 >> loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--PlanTL-GOB-ES--bsc-bio-ehr-es/snapshots/1e543adb2d21f19d85a89305eebdbd64ab656b99/pytorch_model.bin
283
+ [INFO|modeling_utils.py:4497] 2024-09-05 22:44:31,384 >> Some weights of the model checkpoint at PlanTL-GOB-ES/bsc-bio-ehr-es were not used when initializing RobertaForTokenClassification: ['lm_head.bias', 'lm_head.decoder.bias', 'lm_head.decoder.weight', 'lm_head.dense.bias', 'lm_head.dense.weight', 'lm_head.layer_norm.bias', 'lm_head.layer_norm.weight']
284
+ - This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
285
+ - This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
286
+ [WARNING|modeling_utils.py:4509] 2024-09-05 22:44:31,384 >> Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at PlanTL-GOB-ES/bsc-bio-ehr-es and are newly initialized: ['classifier.bias', 'classifier.weight']
287
+ You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
288
+
289
+
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+
291
+ /content/dissertation/scripts/ner/run_ner_train.py:397: FutureWarning: load_metric is deprecated and will be removed in the next major version of datasets. Use 'evaluate.load' instead, from the new library πŸ€— Evaluate: https://huggingface.co/docs/evaluate
292
+ metric = load_metric("seqeval", trust_remote_code=True)
293
+
294
+ [INFO|trainer.py:811] 2024-09-05 22:44:38,444 >> The following columns in the training set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
295
+ [INFO|trainer.py:2134] 2024-09-05 22:44:39,141 >> ***** Running training *****
296
+ [INFO|trainer.py:2135] 2024-09-05 22:44:39,141 >> Num examples = 31,947
297
+ [INFO|trainer.py:2136] 2024-09-05 22:44:39,141 >> Num Epochs = 10
298
+ [INFO|trainer.py:2137] 2024-09-05 22:44:39,141 >> Instantaneous batch size per device = 32
299
+ [INFO|trainer.py:2140] 2024-09-05 22:44:39,141 >> Total train batch size (w. parallel, distributed & accumulation) = 64
300
+ [INFO|trainer.py:2141] 2024-09-05 22:44:39,141 >> Gradient Accumulation steps = 2
301
+ [INFO|trainer.py:2142] 2024-09-05 22:44:39,141 >> Total optimization steps = 4,990
302
+ [INFO|trainer.py:2143] 2024-09-05 22:44:39,142 >> Number of trainable parameters = 124,055,043
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  3%|β–Ž | 161/4990 [00:39<19:23, 4.15it/s]
466
  3%|β–Ž | 162/4990 [00:40<17:41, 4.55it/s]
467
  3%|β–Ž | 163/4990 [00:40<18:25, 4.37it/s]
468
  3%|β–Ž | 164/4990 [00:40<21:51, 3.68it/s]
469
  3%|β–Ž | 165/4990 [00:40<19:57, 4.03it/s]
470
  3%|β–Ž | 166/4990 [00:41<19:01, 4.23it/s]
471
  3%|β–Ž | 167/4990 [00:41<17:33, 4.58it/s]
472
  3%|β–Ž | 168/4990 [00:41<17:10, 4.68it/s]
473
  3%|β–Ž | 169/4990 [00:41<17:50, 4.50it/s]
474
  3%|β–Ž | 170/4990 [00:41<18:17, 4.39it/s]
475
  3%|β–Ž | 171/4990 [00:42<24:41, 3.25it/s]
476
  3%|β–Ž | 172/4990 [00:42<23:38, 3.40it/s]
477
  3%|β–Ž | 173/4990 [00:42<20:14, 3.97it/s]
478
  3%|β–Ž | 174/4990 [00:43<18:57, 4.23it/s]
479
  4%|β–Ž | 175/4990 [00:43<20:35, 3.90it/s]
480
  4%|β–Ž | 176/4990 [00:43<19:26, 4.13it/s]
481
  4%|β–Ž | 177/4990 [00:43<18:45, 4.28it/s]
482
  4%|β–Ž | 178/4990 [00:44<20:19, 3.95it/s]
483
  4%|β–Ž | 179/4990 [00:44<21:27, 3.74it/s]
484
  4%|β–Ž | 180/4990 [00:44<19:52, 4.03it/s]
485
  4%|β–Ž | 181/4990 [00:44<22:13, 3.61it/s]
486
  4%|β–Ž | 182/4990 [00:45<19:45, 4.06it/s]
487
  4%|β–Ž | 183/4990 [00:45<20:41, 3.87it/s]
488
  4%|β–Ž | 184/4990 [00:45<19:34, 4.09it/s]
489
  4%|β–Ž | 185/4990 [00:45<19:21, 4.14it/s]
490
  4%|β–Ž | 186/4990 [00:45<17:20, 4.62it/s]
491
  4%|β–Ž | 187/4990 [00:46<17:39, 4.53it/s]
492
  4%|▍ | 188/4990 [00:46<17:10, 4.66it/s]
493
  4%|▍ | 189/4990 [00:46<18:32, 4.32it/s]
494
  4%|▍ | 190/4990 [00:46<19:55, 4.01it/s]
495
  4%|▍ | 191/4990 [00:47<23:30, 3.40it/s]
496
  4%|▍ | 192/4990 [00:47<23:09, 3.45it/s]
497
  4%|▍ | 193/4990 [00:47<21:29, 3.72it/s]
498
  4%|▍ | 194/4990 [00:48<22:02, 3.63it/s]
499
  4%|▍ | 195/4990 [00:48<23:06, 3.46it/s]
500
  4%|▍ | 196/4990 [00:48<21:32, 3.71it/s]
501
  4%|▍ | 197/4990 [00:48<21:32, 3.71it/s]
502
  4%|▍ | 198/4990 [00:49<20:39, 3.87it/s]
503
  4%|▍ | 199/4990 [00:49<20:48, 3.84it/s]
504
  4%|▍ | 200/4990 [00:49<19:16, 4.14it/s]
505
  4%|▍ | 201/4990 [00:49<19:27, 4.10it/s]
506
  4%|▍ | 202/4990 [00:50<19:00, 4.20it/s]
507
  4%|▍ | 203/4990 [00:50<18:21, 4.35it/s]
508
  4%|▍ | 204/4990 [00:50<18:16, 4.36it/s]
509
  4%|▍ | 205/4990 [00:50<17:52, 4.46it/s]
510
  4%|▍ | 206/4990 [00:50<17:21, 4.59it/s]
511
  4%|▍ | 207/4990 [00:51<16:07, 4.94it/s]
512
  4%|▍ | 208/4990 [00:51<16:10, 4.93it/s]
513
  4%|▍ | 209/4990 [00:51<16:33, 4.81it/s]
514
  4%|▍ | 210/4990 [00:51<15:59, 4.98it/s]
515
  4%|▍ | 211/4990 [00:52<25:45, 3.09it/s]
516
  4%|▍ | 212/4990 [00:52<23:35, 3.38it/s]
517
  4%|▍ | 213/4990 [00:52<21:35, 3.69it/s]
518
  4%|▍ | 214/4990 [00:53<23:16, 3.42it/s]
519
  4%|▍ | 215/4990 [00:53<20:58, 3.79it/s]
520
  4%|▍ | 216/4990 [00:53<18:47, 4.24it/s]
521
  4%|▍ | 217/4990 [00:53<17:22, 4.58it/s]
522
  4%|▍ | 218/4990 [00:53<18:10, 4.37it/s]
523
  4%|▍ | 219/4990 [00:54<17:11, 4.63it/s]
524
  4%|▍ | 220/4990 [00:54<17:52, 4.45it/s]
525
  4%|▍ | 221/4990 [00:54<17:02, 4.66it/s]
526
  4%|▍ | 222/4990 [00:54<16:22, 4.85it/s]
527
  4%|▍ | 223/4990 [00:54<17:37, 4.51it/s]
528
  4%|▍ | 224/4990 [00:55<17:47, 4.46it/s]
529
  5%|▍ | 225/4990 [00:55<16:55, 4.69it/s]
530
  5%|▍ | 226/4990 [00:55<17:00, 4.67it/s]
531
  5%|▍ | 227/4990 [00:55<18:54, 4.20it/s]
532
  5%|▍ | 228/4990 [00:56<18:35, 4.27it/s]
533
  5%|▍ | 229/4990 [00:56<17:09, 4.63it/s]
534
  5%|▍ | 230/4990 [00:56<15:59, 4.96it/s]
535
  5%|▍ | 231/4990 [00:56<16:38, 4.77it/s]
536
  5%|▍ | 232/4990 [00:56<18:05, 4.38it/s]
537
  5%|▍ | 233/4990 [00:57<19:07, 4.15it/s]
538
  5%|▍ | 234/4990 [00:57<18:25, 4.30it/s]
539
  5%|▍ | 235/4990 [00:57<17:20, 4.57it/s]
540
  5%|▍ | 236/4990 [00:57<16:46, 4.72it/s]
541
  5%|▍ | 237/4990 [00:58<19:32, 4.06it/s]
542
  5%|▍ | 238/4990 [00:58<17:53, 4.43it/s]
543
  5%|▍ | 239/4990 [00:58<19:00, 4.17it/s]
544
  5%|▍ | 240/4990 [00:58<19:40, 4.02it/s]
545
  5%|▍ | 241/4990 [00:59<20:14, 3.91it/s]
546
  5%|▍ | 242/4990 [00:59<20:07, 3.93it/s]
547
  5%|▍ | 243/4990 [00:59<19:07, 4.14it/s]
548
  5%|▍ | 244/4990 [00:59<18:07, 4.37it/s]
549
  5%|▍ | 245/4990 [01:00<17:58, 4.40it/s]
550
  5%|▍ | 246/4990 [01:00<17:06, 4.62it/s]
551
  5%|▍ | 247/4990 [01:00<20:01, 3.95it/s]
552
  5%|▍ | 248/4990 [01:00<19:19, 4.09it/s]
553
  5%|▍ | 249/4990 [01:00<17:50, 4.43it/s]
554
  5%|β–Œ | 250/4990 [01:01<16:28, 4.80it/s]
555
  5%|β–Œ | 251/4990 [01:01<18:48, 4.20it/s]
556
  5%|β–Œ | 252/4990 [01:01<18:18, 4.31it/s]
557
  5%|β–Œ | 253/4990 [01:01<17:14, 4.58it/s]
558
  5%|β–Œ | 254/4990 [01:02<17:34, 4.49it/s]
559
  5%|β–Œ | 255/4990 [01:02<17:32, 4.50it/s]
560
  5%|β–Œ | 256/4990 [01:02<17:43, 4.45it/s]
561
  5%|β–Œ | 257/4990 [01:02<18:13, 4.33it/s]
562
  5%|β–Œ | 258/4990 [01:03<18:56, 4.16it/s]
563
  5%|β–Œ | 259/4990 [01:03<19:21, 4.07it/s]
564
  5%|β–Œ | 260/4990 [01:03<18:16, 4.32it/s]
565
  5%|β–Œ | 261/4990 [01:03<18:59, 4.15it/s]
566
  5%|β–Œ | 262/4990 [01:04<18:57, 4.16it/s]
567
  5%|β–Œ | 263/4990 [01:04<16:55, 4.66it/s]
568
  5%|β–Œ | 264/4990 [01:04<18:45, 4.20it/s]
569
  5%|β–Œ | 265/4990 [01:04<17:56, 4.39it/s]
570
  5%|β–Œ | 266/4990 [01:04<19:42, 3.99it/s]
571
  5%|β–Œ | 267/4990 [01:05<18:13, 4.32it/s]
572
  5%|β–Œ | 268/4990 [01:05<18:17, 4.30it/s]
573
  5%|β–Œ | 269/4990 [01:05<17:08, 4.59it/s]
574
  5%|β–Œ | 270/4990 [01:05<19:52, 3.96it/s]
575
  5%|β–Œ | 271/4990 [01:06<18:46, 4.19it/s]
576
  5%|β–Œ | 272/4990 [01:06<17:29, 4.50it/s]
577
  5%|β–Œ | 273/4990 [01:06<15:47, 4.98it/s]
578
  5%|β–Œ | 274/4990 [01:06<16:52, 4.66it/s]
579
  6%|β–Œ | 275/4990 [01:06<16:38, 4.72it/s]
580
  6%|β–Œ | 276/4990 [01:07<16:59, 4.63it/s]
581
  6%|β–Œ | 277/4990 [01:07<16:58, 4.63it/s]
582
  6%|β–Œ | 278/4990 [01:07<19:29, 4.03it/s]
583
  6%|β–Œ | 279/4990 [01:07<18:14, 4.31it/s]
584
  6%|β–Œ | 280/4990 [01:08<17:08, 4.58it/s]
585
  6%|β–Œ | 281/4990 [01:08<18:38, 4.21it/s]
586
  6%|β–Œ | 282/4990 [01:08<18:20, 4.28it/s]
587
  6%|β–Œ | 283/4990 [01:08<18:05, 4.34it/s]
588
  6%|β–Œ | 284/4990 [01:09<26:46, 2.93it/s]
589
  6%|β–Œ | 285/4990 [01:09<23:57, 3.27it/s]
590
  6%|β–Œ | 286/4990 [01:09<24:08, 3.25it/s]
591
  6%|β–Œ | 287/4990 [01:10<21:24, 3.66it/s]
592
  6%|β–Œ | 288/4990 [01:10<21:50, 3.59it/s]
593
  6%|β–Œ | 289/4990 [01:10<24:11, 3.24it/s]
594
  6%|β–Œ | 290/4990 [01:10<21:35, 3.63it/s]
595
  6%|β–Œ | 291/4990 [01:11<19:00, 4.12it/s]
596
  6%|β–Œ | 292/4990 [01:11<16:52, 4.64it/s]
597
  6%|β–Œ | 293/4990 [01:11<20:28, 3.82it/s]
598
  6%|β–Œ | 294/4990 [01:11<19:33, 4.00it/s]
599
  6%|β–Œ | 295/4990 [01:12<18:02, 4.34it/s]
600
  6%|β–Œ | 296/4990 [01:12<21:30, 3.64it/s]
601
  6%|β–Œ | 297/4990 [01:12<19:57, 3.92it/s]
602
  6%|β–Œ | 298/4990 [01:12<18:42, 4.18it/s]
603
  6%|β–Œ | 299/4990 [01:13<17:38, 4.43it/s]
604
  6%|β–Œ | 300/4990 [01:13<19:28, 4.01it/s]
605
  6%|β–Œ | 301/4990 [01:13<17:54, 4.36it/s]
606
  6%|β–Œ | 302/4990 [01:13<20:13, 3.86it/s]
607
  6%|β–Œ | 303/4990 [01:14<19:54, 3.92it/s]
608
  6%|β–Œ | 304/4990 [01:14<17:57, 4.35it/s]
609
  6%|β–Œ | 305/4990 [01:14<16:21, 4.77it/s]
610
  6%|β–Œ | 306/4990 [01:14<16:41, 4.68it/s]
611
  6%|β–Œ | 307/4990 [01:15<20:42, 3.77it/s]
612
  6%|β–Œ | 308/4990 [01:15<19:57, 3.91it/s]
613
  6%|β–Œ | 309/4990 [01:15<19:21, 4.03it/s]
614
  6%|β–Œ | 310/4990 [01:15<20:37, 3.78it/s]
615
  6%|β–Œ | 311/4990 [01:16<19:05, 4.08it/s]
616
  6%|β–‹ | 312/4990 [01:16<18:20, 4.25it/s]
617
  6%|β–‹ | 313/4990 [01:16<18:18, 4.26it/s]
618
  6%|β–‹ | 314/4990 [01:16<21:30, 3.62it/s]
619
  6%|β–‹ | 315/4990 [01:17<24:15, 3.21it/s]
620
  6%|β–‹ | 316/4990 [01:17<21:34, 3.61it/s]
621
  6%|β–‹ | 317/4990 [01:17<19:36, 3.97it/s]
622
  6%|β–‹ | 318/4990 [01:17<18:45, 4.15it/s]
623
  6%|β–‹ | 319/4990 [01:18<20:36, 3.78it/s]
624
  6%|β–‹ | 320/4990 [01:18<19:26, 4.00it/s]
625
  6%|β–‹ | 321/4990 [01:18<25:04, 3.10it/s]
626
  6%|β–‹ | 322/4990 [01:19<24:58, 3.11it/s]
627
  6%|β–‹ | 323/4990 [01:19<22:10, 3.51it/s]
628
  6%|β–‹ | 324/4990 [01:19<19:27, 4.00it/s]
629
  7%|β–‹ | 325/4990 [01:19<17:53, 4.35it/s]
630
  7%|β–‹ | 326/4990 [01:19<17:38, 4.41it/s]
631
  7%|β–‹ | 327/4990 [01:20<17:05, 4.55it/s]
632
  7%|β–‹ | 328/4990 [01:20<17:18, 4.49it/s]
633
  7%|β–‹ | 329/4990 [01:20<16:25, 4.73it/s]
634
  7%|β–‹ | 330/4990 [01:20<16:40, 4.66it/s]
635
  7%|β–‹ | 331/4990 [01:21<16:54, 4.59it/s]
636
  7%|β–‹ | 332/4990 [01:21<17:27, 4.45it/s]
637
  7%|β–‹ | 333/4990 [01:21<16:18, 4.76it/s]
638
  7%|β–‹ | 334/4990 [01:21<17:52, 4.34it/s]
639
  7%|β–‹ | 335/4990 [01:21<17:09, 4.52it/s]
640
  7%|β–‹ | 336/4990 [01:22<17:30, 4.43it/s]
641
  7%|β–‹ | 337/4990 [01:22<16:29, 4.70it/s]
642
  7%|β–‹ | 338/4990 [01:22<17:02, 4.55it/s]
643
  7%|β–‹ | 339/4990 [01:22<15:53, 4.88it/s]
644
  7%|β–‹ | 340/4990 [01:23<17:00, 4.56it/s]
645
  7%|β–‹ | 341/4990 [01:23<17:57, 4.32it/s]
646
  7%|β–‹ | 342/4990 [01:23<16:47, 4.61it/s]
647
  7%|β–‹ | 343/4990 [01:23<16:39, 4.65it/s]
648
  7%|β–‹ | 344/4990 [01:23<18:49, 4.11it/s]
649
  7%|β–‹ | 345/4990 [01:24<18:24, 4.21it/s]
650
  7%|β–‹ | 346/4990 [01:24<18:25, 4.20it/s]
651
  7%|β–‹ | 347/4990 [01:24<17:49, 4.34it/s]
652
  7%|β–‹ | 348/4990 [01:25<21:54, 3.53it/s]
653
  7%|β–‹ | 349/4990 [01:25<19:46, 3.91it/s]
654
  7%|β–‹ | 350/4990 [01:25<18:34, 4.16it/s]
655
  7%|β–‹ | 351/4990 [01:25<19:12, 4.02it/s]
656
  7%|β–‹ | 352/4990 [01:25<18:44, 4.13it/s]
657
  7%|β–‹ | 353/4990 [01:26<18:56, 4.08it/s]
658
  7%|β–‹ | 354/4990 [01:26<21:46, 3.55it/s]
659
  7%|β–‹ | 355/4990 [01:26<20:01, 3.86it/s]
660
  7%|β–‹ | 356/4990 [01:27<19:21, 3.99it/s]
661
  7%|β–‹ | 357/4990 [01:27<21:47, 3.54it/s]
662
  7%|β–‹ | 358/4990 [01:27<21:37, 3.57it/s]
663
  7%|β–‹ | 359/4990 [01:27<19:00, 4.06it/s]
664
  7%|β–‹ | 360/4990 [01:28<25:44, 3.00it/s]
665
  7%|β–‹ | 361/4990 [01:28<23:24, 3.29it/s]
666
  7%|β–‹ | 362/4990 [01:28<20:57, 3.68it/s]
667
  7%|β–‹ | 363/4990 [01:29<20:22, 3.78it/s]
668
  7%|β–‹ | 364/4990 [01:29<19:54, 3.87it/s]
669
  7%|β–‹ | 365/4990 [01:29<19:25, 3.97it/s]
670
  7%|β–‹ | 366/4990 [01:29<19:23, 3.97it/s]
671
  7%|β–‹ | 367/4990 [01:29<18:34, 4.15it/s]
672
  7%|β–‹ | 368/4990 [01:30<18:03, 4.27it/s]
673
  7%|β–‹ | 369/4990 [01:30<17:28, 4.41it/s]
674
  7%|β–‹ | 370/4990 [01:30<17:11, 4.48it/s]
675
  7%|β–‹ | 371/4990 [01:30<16:11, 4.75it/s]
676
  7%|β–‹ | 372/4990 [01:31<17:34, 4.38it/s]
677
  7%|β–‹ | 373/4990 [01:31<17:19, 4.44it/s]
678
  7%|β–‹ | 374/4990 [01:31<16:00, 4.81it/s]
679
  8%|β–Š | 375/4990 [01:31<20:11, 3.81it/s]
680
  8%|β–Š | 376/4990 [01:32<18:32, 4.15it/s]
681
  8%|β–Š | 377/4990 [01:32<21:20, 3.60it/s]
682
  8%|β–Š | 378/4990 [01:32<22:36, 3.40it/s]
683
  8%|β–Š | 379/4990 [01:32<19:44, 3.89it/s]
684
  8%|β–Š | 380/4990 [01:33<18:59, 4.04it/s]
685
  8%|β–Š | 381/4990 [01:33<17:49, 4.31it/s]
686
  8%|β–Š | 382/4990 [01:33<16:58, 4.52it/s]
687
  8%|β–Š | 383/4990 [01:33<20:43, 3.70it/s]
688
  8%|β–Š | 384/4990 [01:34<21:08, 3.63it/s]
689
  8%|β–Š | 385/4990 [01:34<20:09, 3.81it/s]
690
  8%|β–Š | 386/4990 [01:34<18:26, 4.16it/s]
691
  8%|β–Š | 387/4990 [01:34<19:58, 3.84it/s]
692
  8%|β–Š | 388/4990 [01:35<18:16, 4.20it/s]
693
  8%|β–Š | 389/4990 [01:35<17:09, 4.47it/s]
694
  8%|β–Š | 390/4990 [01:35<18:00, 4.26it/s]
695
  8%|β–Š | 391/4990 [01:35<16:30, 4.64it/s]
696
  8%|β–Š | 392/4990 [01:35<16:33, 4.63it/s]
697
  8%|β–Š | 393/4990 [01:36<16:58, 4.51it/s]
698
  8%|β–Š | 394/4990 [01:36<17:21, 4.41it/s]
699
  8%|β–Š | 395/4990 [01:36<18:14, 4.20it/s]
700
  8%|β–Š | 396/4990 [01:36<17:54, 4.28it/s]
701
  8%|β–Š | 397/4990 [01:37<20:00, 3.83it/s]
702
  8%|β–Š | 398/4990 [01:37<20:57, 3.65it/s]
703
  8%|β–Š | 399/4990 [01:37<19:37, 3.90it/s]
704
  8%|β–Š | 400/4990 [01:37<18:17, 4.18it/s]
705
  8%|β–Š | 401/4990 [01:38<18:32, 4.13it/s]
706
  8%|β–Š | 402/4990 [01:38<18:10, 4.21it/s]
707
  8%|β–Š | 403/4990 [01:38<18:13, 4.19it/s]
708
  8%|β–Š | 404/4990 [01:38<19:41, 3.88it/s]
709
  8%|β–Š | 405/4990 [01:39<18:10, 4.20it/s]
710
  8%|β–Š | 406/4990 [01:39<16:23, 4.66it/s]
711
  8%|β–Š | 407/4990 [01:39<15:40, 4.87it/s]
712
  8%|β–Š | 408/4990 [01:39<15:57, 4.78it/s]
713
  8%|β–Š | 409/4990 [01:39<15:38, 4.88it/s]
714
  8%|β–Š | 410/4990 [01:40<15:00, 5.09it/s]
715
  8%|β–Š | 411/4990 [01:40<15:47, 4.83it/s]
716
  8%|β–Š | 412/4990 [01:40<14:47, 5.16it/s]
717
  8%|β–Š | 413/4990 [01:40<15:18, 4.98it/s]
718
  8%|β–Š | 414/4990 [01:40<16:28, 4.63it/s]
719
  8%|β–Š | 415/4990 [01:41<16:20, 4.67it/s]
720
  8%|β–Š | 416/4990 [01:41<20:33, 3.71it/s]
721
  8%|β–Š | 417/4990 [01:41<19:17, 3.95it/s]
722
  8%|β–Š | 418/4990 [01:42<19:57, 3.82it/s]
723
  8%|β–Š | 419/4990 [01:42<19:16, 3.95it/s]
724
  8%|β–Š | 420/4990 [01:42<22:02, 3.46it/s]
725
  8%|β–Š | 421/4990 [01:42<19:53, 3.83it/s]
726
  8%|β–Š | 422/4990 [01:43<19:13, 3.96it/s]
727
  8%|β–Š | 423/4990 [01:43<31:34, 2.41it/s]
728
  8%|β–Š | 424/4990 [01:44<27:52, 2.73it/s]
729
  9%|β–Š | 425/4990 [01:44<25:42, 2.96it/s]
730
  9%|β–Š | 426/4990 [01:44<23:08, 3.29it/s]
731
  9%|β–Š | 427/4990 [01:45<25:01, 3.04it/s]
732
  9%|β–Š | 428/4990 [01:45<23:55, 3.18it/s]
733
  9%|β–Š | 429/4990 [01:45<22:57, 3.31it/s]
734
  9%|β–Š | 430/4990 [01:45<21:47, 3.49it/s]
735
  9%|β–Š | 431/4990 [01:46<19:17, 3.94it/s]
736
  9%|β–Š | 432/4990 [01:46<18:49, 4.03it/s]
737
  9%|β–Š | 433/4990 [01:46<19:46, 3.84it/s]
738
  9%|β–Š | 434/4990 [01:46<19:31, 3.89it/s]
739
  9%|β–Š | 435/4990 [01:47<19:29, 3.90it/s]
740
  9%|β–Š | 436/4990 [01:47<18:44, 4.05it/s]
741
  9%|β–‰ | 437/4990 [01:47<18:11, 4.17it/s]
742
  9%|β–‰ | 438/4990 [01:47<17:39, 4.30it/s]
743
  9%|β–‰ | 439/4990 [01:47<16:36, 4.57it/s]
744
  9%|β–‰ | 440/4990 [01:48<16:42, 4.54it/s]
745
  9%|β–‰ | 441/4990 [01:48<15:52, 4.78it/s]
746
  9%|β–‰ | 442/4990 [01:48<15:44, 4.82it/s]
747
  9%|β–‰ | 443/4990 [01:48<16:26, 4.61it/s]
748
  9%|β–‰ | 444/4990 [01:48<15:30, 4.88it/s]
749
  9%|β–‰ | 445/4990 [01:49<15:50, 4.78it/s]
750
  9%|β–‰ | 446/4990 [01:49<16:05, 4.71it/s]
751
  9%|β–‰ | 447/4990 [01:49<16:00, 4.73it/s]
752
  9%|β–‰ | 448/4990 [01:49<15:47, 4.80it/s]
753
  9%|β–‰ | 449/4990 [01:50<16:36, 4.56it/s]
754
  9%|β–‰ | 450/4990 [01:50<17:59, 4.20it/s]
755
  9%|β–‰ | 451/4990 [01:50<17:28, 4.33it/s]
756
  9%|β–‰ | 452/4990 [01:50<18:42, 4.04it/s]
757
  9%|β–‰ | 453/4990 [01:50<17:46, 4.25it/s]
758
  9%|β–‰ | 454/4990 [01:51<16:56, 4.46it/s]
759
  9%|β–‰ | 455/4990 [01:51<15:19, 4.93it/s]
760
  9%|β–‰ | 456/4990 [01:51<16:12, 4.66it/s]
761
  9%|β–‰ | 457/4990 [01:51<16:12, 4.66it/s]
762
  9%|β–‰ | 458/4990 [01:51<15:36, 4.84it/s]
763
  9%|β–‰ | 459/4990 [01:52<15:01, 5.03it/s]
764
  9%|β–‰ | 460/4990 [01:52<15:43, 4.80it/s]
765
  9%|β–‰ | 461/4990 [01:52<14:59, 5.04it/s]
766
  9%|β–‰ | 462/4990 [01:52<14:54, 5.06it/s]
767
  9%|β–‰ | 463/4990 [01:52<14:54, 5.06it/s]
768
  9%|β–‰ | 464/4990 [01:53<14:18, 5.27it/s]
769
  9%|β–‰ | 465/4990 [01:53<14:20, 5.26it/s]
770
  9%|β–‰ | 466/4990 [01:53<16:22, 4.61it/s]
771
  9%|β–‰ | 467/4990 [01:53<17:28, 4.31it/s]
772
  9%|β–‰ | 468/4990 [01:54<16:50, 4.48it/s]
773
  9%|β–‰ | 469/4990 [01:54<16:32, 4.56it/s]
774
  9%|β–‰ | 470/4990 [01:54<16:12, 4.65it/s]
775
  9%|β–‰ | 471/4990 [01:54<15:48, 4.77it/s]
776
  9%|β–‰ | 472/4990 [01:54<15:39, 4.81it/s]
777
  9%|β–‰ | 473/4990 [01:55<17:07, 4.40it/s]
778
  9%|β–‰ | 474/4990 [01:55<16:56, 4.44it/s]
779
  10%|β–‰ | 475/4990 [01:55<15:53, 4.73it/s]
780
  10%|β–‰ | 476/4990 [01:55<16:10, 4.65it/s]
781
  10%|β–‰ | 477/4990 [01:55<14:48, 5.08it/s]
782
  10%|β–‰ | 478/4990 [01:56<15:06, 4.98it/s]
783
  10%|β–‰ | 479/4990 [01:56<16:19, 4.60it/s]
784
  10%|β–‰ | 480/4990 [01:56<20:10, 3.73it/s]
785
  10%|β–‰ | 481/4990 [01:56<18:18, 4.10it/s]
786
  10%|β–‰ | 482/4990 [01:57<17:50, 4.21it/s]
787
  10%|β–‰ | 483/4990 [01:57<18:20, 4.09it/s]
788
  10%|β–‰ | 484/4990 [01:57<18:05, 4.15it/s]
789
  10%|β–‰ | 485/4990 [01:57<17:24, 4.32it/s]
790
  10%|β–‰ | 486/4990 [01:58<18:36, 4.03it/s]
791
  10%|β–‰ | 487/4990 [01:58<18:48, 3.99it/s]
792
  10%|β–‰ | 488/4990 [01:58<17:01, 4.41it/s]
793
  10%|β–‰ | 489/4990 [01:58<18:50, 3.98it/s]
794
  10%|β–‰ | 490/4990 [01:59<18:55, 3.96it/s]
795
  10%|β–‰ | 491/4990 [01:59<17:51, 4.20it/s]
796
  10%|β–‰ | 492/4990 [01:59<20:24, 3.67it/s]
797
  10%|β–‰ | 493/4990 [01:59<19:10, 3.91it/s]
798
  10%|β–‰ | 494/4990 [02:00<28:08, 2.66it/s]
799
  10%|β–‰ | 495/4990 [02:00<24:55, 3.01it/s]
800
  10%|β–‰ | 496/4990 [02:01<23:38, 3.17it/s]
801
  10%|β–‰ | 497/4990 [02:01<21:36, 3.47it/s]
802
  10%|β–‰ | 498/4990 [02:01<20:01, 3.74it/s]
803
  10%|β–ˆ | 499/4990 [02:01<18:19, 4.08it/s][INFO|trainer.py:811] 2024-09-05 22:46:40,950 >> The following columns in the evaluation set don't have a corresponding argument in `RobertaForTokenClassification.forward` and have been ignored: id, ner_tags, tokens. If id, ner_tags, tokens are not expected by `RobertaForTokenClassification.forward`, you can safely ignore this message.
804
+ [INFO|trainer.py:3819] 2024-09-05 22:46:40,953 >>
805
+ ***** Running Evaluation *****
806
+ [INFO|trainer.py:3821] 2024-09-05 22:46:40,953 >> Num examples = 6810
807
+ [INFO|trainer.py:3824] 2024-09-05 22:46:40,953 >> Batch size = 8
808
+
809
+
810
  0%| | 0/852 [00:00<?, ?it/s]
811
+
812
  1%| | 10/852 [00:00<00:09, 92.13it/s]
813
+
814
  2%|▏ | 20/852 [00:00<00:10, 83.09it/s]
815
+
816
  3%|β–Ž | 29/852 [00:00<00:10, 80.96it/s]
817
+
818
  4%|▍ | 38/852 [00:00<00:10, 79.95it/s]
819
+
820
  6%|β–Œ | 47/852 [00:00<00:09, 80.68it/s]
821
+
822
  7%|β–‹ | 56/852 [00:00<00:09, 82.11it/s]
823
+
824
  8%|β–Š | 65/852 [00:00<00:09, 81.29it/s]
825
+
826
  9%|β–Š | 74/852 [00:00<00:09, 80.27it/s]
827
+
828
  10%|β–‰ | 83/852 [00:01<00:09, 80.29it/s]
829
+
830
  11%|β–ˆ | 92/852 [00:01<00:09, 80.69it/s]
831
+
832
  12%|β–ˆβ– | 101/852 [00:01<00:09, 80.35it/s]
833
+
834
  13%|β–ˆβ–Ž | 110/852 [00:01<00:09, 80.34it/s]
835
+
836
  14%|β–ˆβ– | 119/852 [00:01<00:09, 81.26it/s]
837
+
838
  15%|β–ˆβ–Œ | 128/852 [00:01<00:09, 77.90it/s]
839
+
840
  16%|β–ˆβ–Œ | 137/852 [00:01<00:09, 77.65it/s]
841
+
842
  17%|β–ˆβ–‹ | 146/852 [00:01<00:08, 79.18it/s]
843
+
844
  18%|β–ˆβ–Š | 154/852 [00:01<00:08, 79.13it/s]
845
+
846
  19%|β–ˆβ–‰ | 163/852 [00:02<00:08, 80.56it/s]
847
+
848
  20%|β–ˆβ–ˆ | 172/852 [00:02<00:08, 81.35it/s]
849
+
850
  21%|β–ˆβ–ˆ | 181/852 [00:02<00:08, 81.29it/s]
851
+
852
  22%|β–ˆβ–ˆβ– | 190/852 [00:02<00:08, 81.87it/s]
853
+
854
  23%|β–ˆβ–ˆβ–Ž | 199/852 [00:02<00:08, 81.13it/s]
855
+
856
  24%|β–ˆβ–ˆβ– | 208/852 [00:02<00:08, 79.64it/s]
857
+
858
  25%|β–ˆβ–ˆβ–Œ | 217/852 [00:02<00:07, 80.28it/s]
859
+
860
  27%|β–ˆβ–ˆβ–‹ | 226/852 [00:02<00:07, 80.94it/s]
861
+
862
  28%|β–ˆβ–ˆβ–Š | 235/852 [00:02<00:07, 81.14it/s]
863
+
864
  29%|β–ˆβ–ˆβ–Š | 244/852 [00:03<00:07, 78.91it/s]
865
+
866
  30%|β–ˆβ–ˆβ–‰ | 253/852 [00:03<00:07, 81.38it/s]
867
+
868
  31%|β–ˆβ–ˆβ–ˆ | 262/852 [00:03<00:07, 82.99it/s]
869
+
870
  32%|β–ˆβ–ˆβ–ˆβ– | 271/852 [00:03<00:07, 82.27it/s]
871
+
872
  33%|β–ˆβ–ˆβ–ˆβ–Ž | 280/852 [00:03<00:07, 73.21it/s]
873
+
874
  34%|β–ˆβ–ˆβ–ˆβ– | 288/852 [00:03<00:07, 74.75it/s]
875
+
876
  35%|β–ˆβ–ˆβ–ˆβ– | 297/852 [00:03<00:07, 76.92it/s]
877
+
878
  36%|β–ˆβ–ˆβ–ˆβ–Œ | 306/852 [00:03<00:06, 79.20it/s]
879
+
880
  37%|β–ˆβ–ˆβ–ˆβ–‹ | 315/852 [00:03<00:06, 78.62it/s]
881
+
882
  38%|β–ˆβ–ˆβ–ˆβ–Š | 324/852 [00:04<00:06, 79.99it/s]
883
+
884
  39%|β–ˆβ–ˆβ–ˆβ–‰ | 333/852 [00:04<00:06, 80.76it/s]
885
+
886
  40%|β–ˆβ–ˆβ–ˆβ–ˆ | 342/852 [00:04<00:06, 82.32it/s]
887
+
888
  41%|β–ˆβ–ˆβ–ˆβ–ˆ | 351/852 [00:04<00:06, 83.01it/s]
889
+
890
  42%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 360/852 [00:04<00:06, 79.91it/s]
891
+
892
  43%|β–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 369/852 [00:04<00:06, 80.40it/s]
893
+
894
  44%|β–ˆβ–ˆβ–ˆβ–ˆβ– | 378/852 [00:04<00:05, 80.95it/s]
895
+
896
  45%|β–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 387/852 [00:04<00:05, 80.69it/s]
897
+
898
  46%|β–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 396/852 [00:04<00:05, 81.56it/s]
899
+
900
  48%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 405/852 [00:05<00:05, 79.23it/s]
901
+
902
  49%|β–ˆβ–ˆβ–ˆβ–ˆβ–Š | 414/852 [00:05<00:05, 80.26it/s]
903
+
904
  50%|β–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 423/852 [00:05<00:05, 81.17it/s]
905
+
906
  51%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 432/852 [00:05<00:05, 80.47it/s]
907
+
908
  52%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 441/852 [00:05<00:04, 82.22it/s]
909
+
910
  53%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 450/852 [00:05<00:04, 82.08it/s]
911
+
912
  54%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 459/852 [00:05<00:04, 82.69it/s]
913
+
914
  55%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 468/852 [00:05<00:04, 79.57it/s]
915
+
916
  56%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 476/852 [00:05<00:04, 76.48it/s]
917
+
918
  57%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 484/852 [00:06<00:04, 76.69it/s]
919
+
920
  58%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 493/852 [00:06<00:04, 79.25it/s]
921
+
922
  59%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 502/852 [00:06<00:04, 81.12it/s]
923
+
924
  60%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 511/852 [00:06<00:04, 81.53it/s]
925
+
926
  61%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 520/852 [00:06<00:04, 82.38it/s]
927
+
928
  62%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 529/852 [00:06<00:04, 80.16it/s]
929
+
930
  63%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 538/852 [00:06<00:03, 81.91it/s]
931
+
932
  64%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 547/852 [00:06<00:03, 81.08it/s]
933
+
934
  65%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 556/852 [00:06<00:03, 78.18it/s]
935
+
936
  66%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 565/852 [00:07<00:03, 80.35it/s]
937
+
938
  67%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 574/852 [00:07<00:03, 81.19it/s]
939
+
940
  68%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 583/852 [00:07<00:03, 80.70it/s]
941
+
942
  69%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 592/852 [00:07<00:03, 80.43it/s]
943
+
944
  71%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 601/852 [00:07<00:03, 80.49it/s]
945
+
946
  72%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 610/852 [00:07<00:02, 80.86it/s]
947
+
948
  73%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 619/852 [00:07<00:02, 79.04it/s]
949
+
950
  74%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 627/852 [00:07<00:02, 78.94it/s]
951
+
952
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 635/852 [00:07<00:02, 78.41it/s]
953
+
954
  75%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 643/852 [00:08<00:02, 76.41it/s]
955
+
956
  77%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 652/852 [00:08<00:02, 78.97it/s]
957
+
958
  78%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 661/852 [00:08<00:02, 80.15it/s]
959
+
960
  79%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 670/852 [00:08<00:02, 80.54it/s]
961
+
962
  80%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 679/852 [00:08<00:02, 80.46it/s]
963
+
964
  81%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 688/852 [00:08<00:02, 81.20it/s]
965
+
966
  82%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 697/852 [00:08<00:01, 81.93it/s]
967
+
968
  83%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž | 706/852 [00:08<00:01, 83.09it/s]
969
+
970
  84%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 715/852 [00:08<00:01, 83.40it/s]
971
+
972
  85%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ– | 724/852 [00:09<00:01, 82.90it/s]
973
+
974
  86%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ | 733/852 [00:09<00:01, 83.77it/s]
975
+
976
  87%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹ | 742/852 [00:09<00:01, 84.34it/s]
977
+
978
  88%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š | 751/852 [00:09<00:01, 83.18it/s]
979
+
980
  89%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‰ | 760/852 [00:09<00:01, 84.50it/s]
981
+
982
  90%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ | 769/852 [00:09<00:01, 82.87it/s]
983
+
984
  91%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 778/852 [00:09<00:00, 82.40it/s]
985
+
986
  92%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 787/852 [00:09<00:00, 81.73it/s]
987
+
988
  93%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Ž| 796/852 [00:09<00:00, 82.64it/s]
989
+
990
  94%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–| 805/852 [00:09<00:00, 83.74it/s]
991
+
992
  96%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Œ| 814/852 [00:10<00:00, 82.67it/s]
993
+
994
  97%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‹| 823/852 [00:10<00:00, 83.63it/s]
995
+
996
  98%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 832/852 [00:10<00:00, 84.37it/s]
997
+
998
  99%|β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–Š| 841/852 [00:10<00:00, 83.41it/s]
999
+
1000
 
1001
+
1002
 
1003
  10%|β–ˆ | 499/4990 [02:16<18:19, 4.08it/s]
1004
+
1005
+
1006
  [INFO|trainer.py:3503] 2024-09-05 22:46:55,159 >> Saving model checkpoint to /content/dissertation/scripts/ner/output/checkpoint-499
1007
+ [INFO|configuration_utils.py:472] 2024-09-05 22:46:55,160 >> Configuration saved in /content/dissertation/scripts/ner/output/checkpoint-499/config.json
1008
+ [INFO|modeling_utils.py:2799] 2024-09-05 22:46:56,182 >> Model weights saved in /content/dissertation/scripts/ner/output/checkpoint-499/model.safetensors
1009
+ [INFO|tokenization_utils_base.py:2684] 2024-09-05 22:46:56,183 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/checkpoint-499/tokenizer_config.json
1010
+ [INFO|tokenization_utils_base.py:2693] 2024-09-05 22:46:56,183 >> Special tokens file saved in /content/dissertation/scripts/ner/output/checkpoint-499/special_tokens_map.json
1011
+ [INFO|tokenization_utils_base.py:2684] 2024-09-05 22:46:58,215 >> tokenizer config file saved in /content/dissertation/scripts/ner/output/tokenizer_config.json
1012
+ [INFO|tokenization_utils_base.py:2693] 2024-09-05 22:46:58,215 >> Special tokens file saved in /content/dissertation/scripts/ner/output/special_tokens_map.json
1013
+
1014
  10%|β–ˆ | 500/4990 [02:19<6:45:16, 5.42s/it]
1015
 
1016
  10%|β–ˆ | 500/4990 [02:19<6:45:16, 5.42s/it]
1017
  10%|β–ˆ | 501/4990 [02:19<4:48:18, 3.85s/it]
1018
  10%|β–ˆ | 502/4990 [02:19<3:26:57, 2.77s/it]
1019
  10%|β–ˆ | 503/4990 [02:19<2:30:05, 2.01s/it]
1020
  10%|β–ˆ | 504/4990 [02:20<1:50:49, 1.48s/it]
1021
  10%|β–ˆ | 505/4990 [02:20<1:24:52, 1.14s/it]
1022
  10%|β–ˆ | 506/4990 [02:20<1:04:26, 1.16it/s]
1023
  10%|β–ˆ | 507/4990 [02:20<49:53, 1.50it/s]
1024
  10%|β–ˆ | 508/4990 [02:21<41:00, 1.82it/s]
1025
  10%|β–ˆ | 509/4990 [02:21<33:10, 2.25it/s]
1026
  10%|β–ˆ | 510/4990 [02:21<27:07, 2.75it/s]
1027
  10%|β–ˆ | 511/4990 [02:21<23:16, 3.21it/s]
1028
  10%|β–ˆ | 512/4990 [02:21<21:02, 3.55it/s]
1029
  10%|β–ˆ | 513/4990 [02:22<18:52, 3.95it/s]
1030
  10%|β–ˆ | 514/4990 [02:22<22:26, 3.32it/s]
1031
  10%|β–ˆ | 515/4990 [02:22<20:00, 3.73it/s]
1032
  10%|β–ˆ | 516/4990 [02:22<18:22, 4.06it/s]
1033
  10%|β–ˆ | 517/4990 [02:23<17:28, 4.27it/s]
1034
  10%|β–ˆ | 518/4990 [02:23<16:30, 4.52it/s]
1035
  10%|β–ˆ | 519/4990 [02:23<18:31, 4.02it/s]
1036
  10%|β–ˆ | 520/4990 [02:23<16:33, 4.50it/s]
1037
  10%|β–ˆ | 521/4990 [02:24<16:20, 4.56it/s]
1038
  10%|β–ˆ | 522/4990 [02:24<16:24, 4.54it/s]
1039
  10%|β–ˆ | 523/4990 [02:24<15:59, 4.65it/s]
1040
  11%|β–ˆ | 524/4990 [02:24<19:35, 3.80it/s]
1041
  11%|β–ˆ | 525/4990 [02:25<19:32, 3.81it/s]
1042
  11%|β–ˆ | 526/4990 [02:25<18:10, 4.09it/s]
1043
  11%|β–ˆ | 527/4990 [02:25<17:04, 4.36it/s]
1044
  11%|β–ˆ | 528/4990 [02:25<17:16, 4.31it/s]
1045
  11%|β–ˆ | 529/4990 [02:25<17:11, 4.33it/s]
1046
  11%|β–ˆ | 530/4990 [02:26<16:46, 4.43it/s]
1047
  11%|β–ˆ | 531/4990 [02:26<15:43, 4.73it/s]
1048
  11%|β–ˆ | 532/4990 [02:26<15:18, 4.85it/s]
1049
  11%|β–ˆ | 533/4990 [02:26<15:13, 4.88it/s]
1050
  11%|β–ˆ | 534/4990 [02:27<28:20, 2.62it/s]
1051
  11%|β–ˆ | 535/4990 [02:27<24:26, 3.04it/s]
1052
  11%|β–ˆ | 536/4990 [02:28<22:16, 3.33it/s]
1053
  11%|β–ˆ | 537/4990 [02:28<22:43, 3.27it/s]
1054
  11%|β–ˆ | 538/4990 [02:28<22:19, 3.32it/s]
1055
  11%|β–ˆ | 539/4990 [02:28<20:12, 3.67it/s]
1056
  11%|β–ˆ | 540/4990 [02:29<21:08, 3.51it/s]
1057
  11%|β–ˆ | 541/4990 [02:29<19:02, 3.89it/s]
1058
  11%|β–ˆ | 542/4990 [02:29<17:45, 4.17it/s]
1059
  11%|β–ˆ | 543/4990 [02:29<16:52, 4.39it/s]
1060
  11%|β–ˆ | 544/4990 [02:29<15:30, 4.78it/s]
1061
  11%|β–ˆ | 545/4990 [02:30<16:11, 4.58it/s]
1062
  11%|β–ˆ | 546/4990 [02:30<16:42, 4.43it/s]
1063
  11%|β–ˆ | 547/4990 [02:30<15:52, 4.66it/s]
1064
  11%|β–ˆ | 548/4990 [02:30<16:27, 4.50it/s]
1065
  11%|β–ˆ | 549/4990 [02:31<22:41, 3.26it/s]
1066
  11%|β–ˆ | 550/4990 [02:31<22:32, 3.28it/s]
1067
  11%|β–ˆ | 551/4990 [02:31<22:49, 3.24it/s]
1068
  11%|β–ˆ | 552/4990 [02:32<19:56, 3.71it/s]
1069
  11%|β–ˆ | 553/4990 [02:32<18:11, 4.06it/s]
1070
  11%|β–ˆ | 554/4990 [02:32<19:06, 3.87it/s]
1071
  11%|β–ˆ | 555/4990 [02:32<17:31, 4.22it/s]
1072
  11%|β–ˆ | 556/4990 [02:32<16:52, 4.38it/s]
1073
  11%|β–ˆ | 557/4990 [02:33<16:57, 4.36it/s]
1074
  11%|β–ˆ | 558/4990 [02:33<16:32, 4.47it/s]
1075
  11%|β–ˆ | 559/4990 [02:33<16:17, 4.53it/s]
1076
  11%|β–ˆ | 560/4990 [02:33<17:38, 4.19it/s]
1077
  11%|β–ˆ | 561/4990 [02:34<29:58, 2.46it/s]
1078
  11%|β–ˆβ– | 562/4990 [02:34<26:44, 2.76it/s]
1079
  11%|β–ˆβ– | 563/4990 [02:35<29:38, 2.49it/s]
1080
  11%|β–ˆβ– | 564/4990 [02:35<24:19, 3.03it/s]
1081
  11%|β–ˆβ– | 565/4990 [02:35<22:20, 3.30it/s]
1082
  11%|β–ˆβ– | 566/4990 [02:36<19:36, 3.76it/s]
1083
  11%|β–ˆβ– | 567/4990 [02:36<18:36, 3.96it/s]
1084
  11%|β–ˆβ– | 568/4990 [02:36<18:25, 4.00it/s]
1085
  11%|β–ˆβ– | 569/4990 [02:36<17:19, 4.25it/s]
1086
  11%|β–ˆβ– | 570/4990 [02:37<18:45, 3.93it/s]
1087
  11%|β–ˆβ– | 571/4990 [02:37<18:27, 3.99it/s]
1088
  11%|β–ˆβ– | 572/4990 [02:37<21:34, 3.41it/s]
1089
  11%|β–ˆβ– | 573/4990 [02:37<21:03, 3.50it/s]
1090
  12%|β–ˆβ– | 574/4990 [02:38<19:30, 3.77it/s]
1091
  12%|β–ˆβ– | 575/4990 [02:38<18:21, 4.01it/s]
1092
  12%|β–ˆβ– | 576/4990 [02:38<17:29, 4.21it/s]
1093
  12%|β–ˆβ– | 577/4990 [02:38<17:17, 4.25it/s]
1094
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1095
  12%|β–ˆβ– | 579/4990 [02:39<17:44, 4.14it/s]
1096
  12%|β–ˆβ– | 580/4990 [02:39<18:01, 4.08it/s]
1097
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1098
  12%|β–ˆβ– | 582/4990 [02:40<20:32, 3.58it/s]
1099
  12%|β–ˆβ– | 583/4990 [02:40<18:21, 4.00it/s]
1100
  12%|β–ˆβ– | 584/4990 [02:40<17:22, 4.23it/s]
1101
  12%|β–ˆβ– | 585/4990 [02:40<15:44, 4.66it/s]
1102
  12%|β–ˆβ– | 586/4990 [02:40<14:56, 4.91it/s]
1103
  12%|β–ˆβ– | 587/4990 [02:41<15:23, 4.77it/s]
1104
  12%|β–ˆβ– | 588/4990 [02:41<15:02, 4.88it/s]
1105
  12%|β–ˆβ– | 589/4990 [02:41<15:48, 4.64it/s]
1106
  12%|β–ˆβ– | 590/4990 [02:41<16:13, 4.52it/s]
1107
  12%|β–ˆβ– | 591/4990 [02:42<16:01, 4.58it/s]
1108
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1109
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1111
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1114
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1115
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1120
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1122
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1124
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1126
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1127
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1128
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1132
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1135
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1137
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1140
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1141
  13%|β–ˆβ–Ž | 625/4990 [02:49<14:36, 4.98it/s]
1142
  13%|β–ˆβ–Ž | 626/4990 [02:49<14:10, 5.13it/s]
1143
  13%|β–ˆβ–Ž | 627/4990 [02:49<14:20, 5.07it/s]
1144
  13%|β–ˆβ–Ž | 628/4990 [02:50<18:54, 3.85it/s]
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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vocab.json ADDED
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