End of training
Browse files- all_results.json +10 -9
- eval_results.json +5 -5
- train_results.json +5 -4
- trainer_state.json +207 -1125
all_results.json
CHANGED
|
@@ -1,12 +1,13 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime":
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second": 9.
|
| 8 |
-
"
|
| 9 |
-
"
|
| 10 |
-
"
|
| 11 |
-
"
|
|
|
|
| 12 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"eval_accuracy": 0.9751851851851852,
|
| 4 |
+
"eval_loss": 0.07970600575208664,
|
| 5 |
+
"eval_runtime": 9.1923,
|
| 6 |
+
"eval_samples_per_second": 293.724,
|
| 7 |
+
"eval_steps_per_second": 9.247,
|
| 8 |
+
"total_flos": 1.8124066505760768e+18,
|
| 9 |
+
"train_loss": 0.334963171523914,
|
| 10 |
+
"train_runtime": 599.4131,
|
| 11 |
+
"train_samples_per_second": 121.619,
|
| 12 |
+
"train_steps_per_second": 0.951
|
| 13 |
}
|
eval_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime":
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second": 9.
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"eval_accuracy": 0.9751851851851852,
|
| 4 |
+
"eval_loss": 0.07970600575208664,
|
| 5 |
+
"eval_runtime": 9.1923,
|
| 6 |
+
"eval_samples_per_second": 293.724,
|
| 7 |
+
"eval_steps_per_second": 9.247
|
| 8 |
}
|
train_results.json
CHANGED
|
@@ -1,7 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"
|
| 4 |
-
"
|
| 5 |
-
"
|
| 6 |
-
"
|
|
|
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"total_flos": 1.8124066505760768e+18,
|
| 4 |
+
"train_loss": 0.334963171523914,
|
| 5 |
+
"train_runtime": 599.4131,
|
| 6 |
+
"train_samples_per_second": 121.619,
|
| 7 |
+
"train_steps_per_second": 0.951
|
| 8 |
}
|
trainer_state.json
CHANGED
|
@@ -1,1312 +1,394 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric": 0.
|
| 3 |
-
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat
|
| 4 |
-
"epoch":
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
| 9 |
"log_history": [
|
| 10 |
{
|
| 11 |
-
"epoch": 0.
|
| 12 |
-
"learning_rate":
|
| 13 |
-
"loss":
|
| 14 |
"step": 10
|
| 15 |
},
|
| 16 |
{
|
| 17 |
-
"epoch": 0.
|
| 18 |
-
"learning_rate":
|
| 19 |
-
"loss":
|
| 20 |
"step": 20
|
| 21 |
},
|
| 22 |
{
|
| 23 |
-
"epoch": 0.
|
| 24 |
-
"learning_rate":
|
| 25 |
-
"loss":
|
| 26 |
"step": 30
|
| 27 |
},
|
| 28 |
{
|
| 29 |
-
"epoch": 0.
|
| 30 |
-
"learning_rate":
|
| 31 |
-
"loss":
|
| 32 |
"step": 40
|
| 33 |
},
|
| 34 |
{
|
| 35 |
-
"epoch": 0.
|
| 36 |
-
"learning_rate":
|
| 37 |
-
"loss":
|
| 38 |
"step": 50
|
| 39 |
},
|
| 40 |
{
|
| 41 |
-
"epoch": 0.
|
| 42 |
-
"learning_rate":
|
| 43 |
-
"loss":
|
| 44 |
"step": 60
|
| 45 |
},
|
| 46 |
{
|
| 47 |
-
"epoch": 0.
|
| 48 |
-
"learning_rate":
|
| 49 |
-
"loss":
|
| 50 |
"step": 70
|
| 51 |
},
|
| 52 |
{
|
| 53 |
-
"epoch": 0.
|
| 54 |
-
"learning_rate":
|
| 55 |
-
"loss":
|
| 56 |
"step": 80
|
| 57 |
},
|
| 58 |
{
|
| 59 |
-
"epoch": 0.
|
| 60 |
-
"learning_rate":
|
| 61 |
-
"loss":
|
| 62 |
"step": 90
|
| 63 |
},
|
| 64 |
{
|
| 65 |
-
"epoch": 0.
|
| 66 |
-
"learning_rate":
|
| 67 |
-
"loss":
|
| 68 |
"step": 100
|
| 69 |
},
|
| 70 |
{
|
| 71 |
-
"epoch": 0.
|
| 72 |
-
"learning_rate":
|
| 73 |
-
"loss":
|
| 74 |
"step": 110
|
| 75 |
},
|
| 76 |
{
|
| 77 |
-
"epoch": 0.
|
| 78 |
-
"learning_rate":
|
| 79 |
-
"loss":
|
| 80 |
"step": 120
|
| 81 |
},
|
| 82 |
{
|
| 83 |
-
"epoch": 0.
|
| 84 |
-
"learning_rate":
|
| 85 |
-
"loss":
|
| 86 |
"step": 130
|
| 87 |
},
|
| 88 |
{
|
| 89 |
-
"epoch": 0.
|
| 90 |
-
"learning_rate":
|
| 91 |
-
"loss":
|
| 92 |
"step": 140
|
| 93 |
},
|
| 94 |
{
|
| 95 |
-
"epoch": 0.
|
| 96 |
-
"learning_rate":
|
| 97 |
-
"loss":
|
| 98 |
"step": 150
|
| 99 |
},
|
| 100 |
{
|
| 101 |
-
"epoch": 0.
|
| 102 |
-
"learning_rate": 3.
|
| 103 |
-
"loss":
|
| 104 |
"step": 160
|
| 105 |
},
|
| 106 |
{
|
| 107 |
-
"epoch": 0.
|
| 108 |
-
"learning_rate":
|
| 109 |
-
"loss":
|
| 110 |
"step": 170
|
| 111 |
},
|
| 112 |
{
|
| 113 |
-
"epoch": 0.
|
| 114 |
-
"learning_rate":
|
| 115 |
-
"loss":
|
| 116 |
"step": 180
|
| 117 |
},
|
| 118 |
{
|
| 119 |
-
"epoch": 0
|
| 120 |
-
"learning_rate":
|
| 121 |
-
"loss":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 122 |
"step": 190
|
| 123 |
},
|
| 124 |
{
|
| 125 |
-
"epoch":
|
| 126 |
-
"learning_rate":
|
| 127 |
-
"loss":
|
| 128 |
"step": 200
|
| 129 |
},
|
| 130 |
{
|
| 131 |
-
"epoch":
|
| 132 |
-
"learning_rate":
|
| 133 |
-
"loss":
|
| 134 |
"step": 210
|
| 135 |
},
|
| 136 |
{
|
| 137 |
-
"epoch":
|
| 138 |
-
"learning_rate":
|
| 139 |
-
"loss":
|
| 140 |
"step": 220
|
| 141 |
},
|
| 142 |
{
|
| 143 |
-
"epoch":
|
| 144 |
-
"learning_rate":
|
| 145 |
-
"loss":
|
| 146 |
"step": 230
|
| 147 |
},
|
| 148 |
{
|
| 149 |
-
"epoch":
|
| 150 |
-
"learning_rate":
|
| 151 |
-
"loss":
|
| 152 |
"step": 240
|
| 153 |
},
|
| 154 |
{
|
| 155 |
-
"epoch":
|
| 156 |
-
"learning_rate":
|
| 157 |
-
"loss":
|
| 158 |
"step": 250
|
| 159 |
},
|
| 160 |
{
|
| 161 |
-
"epoch":
|
| 162 |
-
"learning_rate":
|
| 163 |
-
"loss":
|
| 164 |
"step": 260
|
| 165 |
},
|
| 166 |
{
|
| 167 |
-
"epoch":
|
| 168 |
-
"learning_rate":
|
| 169 |
-
"loss":
|
| 170 |
"step": 270
|
| 171 |
},
|
| 172 |
{
|
| 173 |
-
"epoch":
|
| 174 |
-
"learning_rate":
|
| 175 |
-
"loss":
|
| 176 |
"step": 280
|
| 177 |
},
|
| 178 |
{
|
| 179 |
-
"epoch":
|
| 180 |
-
"learning_rate":
|
| 181 |
-
"loss":
|
| 182 |
"step": 290
|
| 183 |
},
|
| 184 |
{
|
| 185 |
-
"epoch":
|
| 186 |
-
"learning_rate":
|
| 187 |
-
"loss":
|
| 188 |
"step": 300
|
| 189 |
},
|
| 190 |
{
|
| 191 |
-
"epoch":
|
| 192 |
-
"learning_rate":
|
| 193 |
-
"loss":
|
| 194 |
"step": 310
|
| 195 |
},
|
| 196 |
{
|
| 197 |
-
"epoch":
|
| 198 |
-
"learning_rate":
|
| 199 |
-
"loss":
|
| 200 |
"step": 320
|
| 201 |
},
|
| 202 |
{
|
| 203 |
-
"epoch":
|
| 204 |
-
"learning_rate":
|
| 205 |
-
"loss":
|
| 206 |
"step": 330
|
| 207 |
},
|
| 208 |
{
|
| 209 |
-
"epoch":
|
| 210 |
-
"learning_rate":
|
| 211 |
-
"loss":
|
| 212 |
"step": 340
|
| 213 |
},
|
| 214 |
{
|
| 215 |
-
"epoch":
|
| 216 |
-
"learning_rate":
|
| 217 |
-
"loss":
|
| 218 |
"step": 350
|
| 219 |
},
|
| 220 |
{
|
| 221 |
-
"epoch":
|
| 222 |
-
"learning_rate":
|
| 223 |
-
"loss":
|
| 224 |
"step": 360
|
| 225 |
},
|
| 226 |
{
|
| 227 |
-
"epoch":
|
| 228 |
-
"learning_rate":
|
| 229 |
-
"loss":
|
| 230 |
"step": 370
|
| 231 |
},
|
| 232 |
{
|
| 233 |
-
"epoch": 0
|
| 234 |
-
"learning_rate":
|
| 235 |
-
"loss":
|
| 236 |
"step": 380
|
| 237 |
},
|
| 238 |
{
|
| 239 |
-
"epoch": 0
|
| 240 |
-
"
|
| 241 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 242 |
"step": 390
|
| 243 |
},
|
| 244 |
{
|
| 245 |
-
"epoch":
|
| 246 |
-
"learning_rate":
|
| 247 |
-
"loss":
|
| 248 |
"step": 400
|
| 249 |
},
|
| 250 |
{
|
| 251 |
-
"epoch":
|
| 252 |
-
"learning_rate":
|
| 253 |
-
"loss":
|
| 254 |
"step": 410
|
| 255 |
},
|
| 256 |
{
|
| 257 |
-
"epoch":
|
| 258 |
-
"learning_rate":
|
| 259 |
-
"loss":
|
| 260 |
"step": 420
|
| 261 |
},
|
| 262 |
{
|
| 263 |
-
"epoch":
|
| 264 |
-
"learning_rate":
|
| 265 |
-
"loss":
|
| 266 |
"step": 430
|
| 267 |
},
|
| 268 |
{
|
| 269 |
-
"epoch":
|
| 270 |
-
"learning_rate":
|
| 271 |
-
"loss":
|
| 272 |
"step": 440
|
| 273 |
},
|
| 274 |
{
|
| 275 |
-
"epoch":
|
| 276 |
-
"learning_rate":
|
| 277 |
-
"loss":
|
| 278 |
"step": 450
|
| 279 |
},
|
| 280 |
{
|
| 281 |
-
"epoch":
|
| 282 |
-
"learning_rate":
|
| 283 |
-
"loss":
|
| 284 |
"step": 460
|
| 285 |
},
|
| 286 |
{
|
| 287 |
-
"epoch":
|
| 288 |
-
"learning_rate":
|
| 289 |
-
"loss":
|
| 290 |
"step": 470
|
| 291 |
},
|
| 292 |
{
|
| 293 |
-
"epoch":
|
| 294 |
-
"learning_rate":
|
| 295 |
-
"loss":
|
| 296 |
"step": 480
|
| 297 |
},
|
| 298 |
{
|
| 299 |
-
"epoch":
|
| 300 |
-
"learning_rate":
|
| 301 |
-
"loss":
|
| 302 |
"step": 490
|
| 303 |
},
|
| 304 |
{
|
| 305 |
-
"epoch":
|
| 306 |
-
"learning_rate":
|
| 307 |
-
"loss":
|
| 308 |
"step": 500
|
| 309 |
},
|
| 310 |
{
|
| 311 |
-
"epoch":
|
| 312 |
-
"learning_rate":
|
| 313 |
-
"loss":
|
| 314 |
"step": 510
|
| 315 |
},
|
| 316 |
{
|
| 317 |
-
"epoch":
|
| 318 |
-
"learning_rate": 4.
|
| 319 |
-
"loss":
|
| 320 |
"step": 520
|
| 321 |
},
|
| 322 |
{
|
| 323 |
-
"epoch":
|
| 324 |
-
"learning_rate":
|
| 325 |
-
"loss":
|
| 326 |
"step": 530
|
| 327 |
},
|
| 328 |
{
|
| 329 |
-
"epoch":
|
| 330 |
-
"learning_rate":
|
| 331 |
-
"loss":
|
| 332 |
"step": 540
|
| 333 |
},
|
| 334 |
{
|
| 335 |
-
"epoch":
|
| 336 |
-
"learning_rate":
|
| 337 |
-
"loss":
|
| 338 |
"step": 550
|
| 339 |
},
|
| 340 |
{
|
| 341 |
-
"epoch":
|
| 342 |
-
"learning_rate":
|
| 343 |
-
"loss":
|
| 344 |
"step": 560
|
| 345 |
},
|
| 346 |
{
|
| 347 |
-
"epoch": 0
|
| 348 |
-
"learning_rate":
|
| 349 |
-
"loss":
|
| 350 |
"step": 570
|
| 351 |
},
|
| 352 |
-
{
|
| 353 |
-
"epoch": 0.82,
|
| 354 |
-
"learning_rate": 4.027924130663857e-05,
|
| 355 |
-
"loss": 1.8011,
|
| 356 |
-
"step": 580
|
| 357 |
-
},
|
| 358 |
-
{
|
| 359 |
-
"epoch": 0.84,
|
| 360 |
-
"learning_rate": 4.001580611169653e-05,
|
| 361 |
-
"loss": 1.7976,
|
| 362 |
-
"step": 590
|
| 363 |
-
},
|
| 364 |
-
{
|
| 365 |
-
"epoch": 0.85,
|
| 366 |
-
"learning_rate": 3.975237091675448e-05,
|
| 367 |
-
"loss": 1.7056,
|
| 368 |
-
"step": 600
|
| 369 |
-
},
|
| 370 |
-
{
|
| 371 |
-
"epoch": 0.87,
|
| 372 |
-
"learning_rate": 3.948893572181244e-05,
|
| 373 |
-
"loss": 1.9267,
|
| 374 |
-
"step": 610
|
| 375 |
-
},
|
| 376 |
-
{
|
| 377 |
-
"epoch": 0.88,
|
| 378 |
-
"learning_rate": 3.922550052687039e-05,
|
| 379 |
-
"loss": 1.7014,
|
| 380 |
-
"step": 620
|
| 381 |
-
},
|
| 382 |
-
{
|
| 383 |
-
"epoch": 0.9,
|
| 384 |
-
"learning_rate": 3.896206533192835e-05,
|
| 385 |
-
"loss": 1.8617,
|
| 386 |
-
"step": 630
|
| 387 |
-
},
|
| 388 |
-
{
|
| 389 |
-
"epoch": 0.91,
|
| 390 |
-
"learning_rate": 3.86986301369863e-05,
|
| 391 |
-
"loss": 1.8402,
|
| 392 |
-
"step": 640
|
| 393 |
-
},
|
| 394 |
-
{
|
| 395 |
-
"epoch": 0.92,
|
| 396 |
-
"learning_rate": 3.843519494204426e-05,
|
| 397 |
-
"loss": 1.7088,
|
| 398 |
-
"step": 650
|
| 399 |
-
},
|
| 400 |
-
{
|
| 401 |
-
"epoch": 0.94,
|
| 402 |
-
"learning_rate": 3.8171759747102217e-05,
|
| 403 |
-
"loss": 1.8482,
|
| 404 |
-
"step": 660
|
| 405 |
-
},
|
| 406 |
-
{
|
| 407 |
-
"epoch": 0.95,
|
| 408 |
-
"learning_rate": 3.790832455216017e-05,
|
| 409 |
-
"loss": 1.7017,
|
| 410 |
-
"step": 670
|
| 411 |
-
},
|
| 412 |
-
{
|
| 413 |
-
"epoch": 0.97,
|
| 414 |
-
"learning_rate": 3.764488935721813e-05,
|
| 415 |
-
"loss": 1.8167,
|
| 416 |
-
"step": 680
|
| 417 |
-
},
|
| 418 |
-
{
|
| 419 |
-
"epoch": 0.98,
|
| 420 |
-
"learning_rate": 3.738145416227608e-05,
|
| 421 |
-
"loss": 1.7691,
|
| 422 |
-
"step": 690
|
| 423 |
-
},
|
| 424 |
-
{
|
| 425 |
-
"epoch": 1.0,
|
| 426 |
-
"learning_rate": 3.711801896733404e-05,
|
| 427 |
-
"loss": 1.7922,
|
| 428 |
-
"step": 700
|
| 429 |
-
},
|
| 430 |
-
{
|
| 431 |
-
"epoch": 1.0,
|
| 432 |
-
"eval_accuracy": 0.7804,
|
| 433 |
-
"eval_loss": 0.8853043913841248,
|
| 434 |
-
"eval_runtime": 39.7328,
|
| 435 |
-
"eval_samples_per_second": 251.681,
|
| 436 |
-
"eval_steps_per_second": 7.878,
|
| 437 |
-
"step": 703
|
| 438 |
-
},
|
| 439 |
-
{
|
| 440 |
-
"epoch": 1.01,
|
| 441 |
-
"learning_rate": 3.6854583772391995e-05,
|
| 442 |
-
"loss": 1.5741,
|
| 443 |
-
"step": 710
|
| 444 |
-
},
|
| 445 |
-
{
|
| 446 |
-
"epoch": 1.02,
|
| 447 |
-
"learning_rate": 3.6591148577449954e-05,
|
| 448 |
-
"loss": 1.6612,
|
| 449 |
-
"step": 720
|
| 450 |
-
},
|
| 451 |
-
{
|
| 452 |
-
"epoch": 1.04,
|
| 453 |
-
"learning_rate": 3.6327713382507905e-05,
|
| 454 |
-
"loss": 1.6439,
|
| 455 |
-
"step": 730
|
| 456 |
-
},
|
| 457 |
-
{
|
| 458 |
-
"epoch": 1.05,
|
| 459 |
-
"learning_rate": 3.606427818756586e-05,
|
| 460 |
-
"loss": 1.6165,
|
| 461 |
-
"step": 740
|
| 462 |
-
},
|
| 463 |
-
{
|
| 464 |
-
"epoch": 1.07,
|
| 465 |
-
"learning_rate": 3.5800842992623816e-05,
|
| 466 |
-
"loss": 1.6161,
|
| 467 |
-
"step": 750
|
| 468 |
-
},
|
| 469 |
-
{
|
| 470 |
-
"epoch": 1.08,
|
| 471 |
-
"learning_rate": 3.5537407797681774e-05,
|
| 472 |
-
"loss": 1.5302,
|
| 473 |
-
"step": 760
|
| 474 |
-
},
|
| 475 |
-
{
|
| 476 |
-
"epoch": 1.09,
|
| 477 |
-
"learning_rate": 3.527397260273973e-05,
|
| 478 |
-
"loss": 1.6897,
|
| 479 |
-
"step": 770
|
| 480 |
-
},
|
| 481 |
-
{
|
| 482 |
-
"epoch": 1.11,
|
| 483 |
-
"learning_rate": 3.5010537407797684e-05,
|
| 484 |
-
"loss": 1.6632,
|
| 485 |
-
"step": 780
|
| 486 |
-
},
|
| 487 |
-
{
|
| 488 |
-
"epoch": 1.12,
|
| 489 |
-
"learning_rate": 3.4747102212855636e-05,
|
| 490 |
-
"loss": 1.5924,
|
| 491 |
-
"step": 790
|
| 492 |
-
},
|
| 493 |
-
{
|
| 494 |
-
"epoch": 1.14,
|
| 495 |
-
"learning_rate": 3.4483667017913594e-05,
|
| 496 |
-
"loss": 1.6301,
|
| 497 |
-
"step": 800
|
| 498 |
-
},
|
| 499 |
-
{
|
| 500 |
-
"epoch": 1.15,
|
| 501 |
-
"learning_rate": 3.4220231822971546e-05,
|
| 502 |
-
"loss": 1.6031,
|
| 503 |
-
"step": 810
|
| 504 |
-
},
|
| 505 |
-
{
|
| 506 |
-
"epoch": 1.17,
|
| 507 |
-
"learning_rate": 3.3956796628029505e-05,
|
| 508 |
-
"loss": 1.7069,
|
| 509 |
-
"step": 820
|
| 510 |
-
},
|
| 511 |
-
{
|
| 512 |
-
"epoch": 1.18,
|
| 513 |
-
"learning_rate": 3.369336143308746e-05,
|
| 514 |
-
"loss": 1.6232,
|
| 515 |
-
"step": 830
|
| 516 |
-
},
|
| 517 |
-
{
|
| 518 |
-
"epoch": 1.19,
|
| 519 |
-
"learning_rate": 3.342992623814542e-05,
|
| 520 |
-
"loss": 1.6028,
|
| 521 |
-
"step": 840
|
| 522 |
-
},
|
| 523 |
-
{
|
| 524 |
-
"epoch": 1.21,
|
| 525 |
-
"learning_rate": 3.316649104320337e-05,
|
| 526 |
-
"loss": 1.5437,
|
| 527 |
-
"step": 850
|
| 528 |
-
},
|
| 529 |
-
{
|
| 530 |
-
"epoch": 1.22,
|
| 531 |
-
"learning_rate": 3.2903055848261325e-05,
|
| 532 |
-
"loss": 1.534,
|
| 533 |
-
"step": 860
|
| 534 |
-
},
|
| 535 |
-
{
|
| 536 |
-
"epoch": 1.24,
|
| 537 |
-
"learning_rate": 3.2639620653319283e-05,
|
| 538 |
-
"loss": 1.5398,
|
| 539 |
-
"step": 870
|
| 540 |
-
},
|
| 541 |
-
{
|
| 542 |
-
"epoch": 1.25,
|
| 543 |
-
"learning_rate": 3.237618545837724e-05,
|
| 544 |
-
"loss": 1.4951,
|
| 545 |
-
"step": 880
|
| 546 |
-
},
|
| 547 |
-
{
|
| 548 |
-
"epoch": 1.27,
|
| 549 |
-
"learning_rate": 3.21127502634352e-05,
|
| 550 |
-
"loss": 1.6149,
|
| 551 |
-
"step": 890
|
| 552 |
-
},
|
| 553 |
-
{
|
| 554 |
-
"epoch": 1.28,
|
| 555 |
-
"learning_rate": 3.184931506849315e-05,
|
| 556 |
-
"loss": 1.6144,
|
| 557 |
-
"step": 900
|
| 558 |
-
},
|
| 559 |
-
{
|
| 560 |
-
"epoch": 1.29,
|
| 561 |
-
"learning_rate": 3.1585879873551104e-05,
|
| 562 |
-
"loss": 1.5772,
|
| 563 |
-
"step": 910
|
| 564 |
-
},
|
| 565 |
-
{
|
| 566 |
-
"epoch": 1.31,
|
| 567 |
-
"learning_rate": 3.132244467860906e-05,
|
| 568 |
-
"loss": 1.4824,
|
| 569 |
-
"step": 920
|
| 570 |
-
},
|
| 571 |
-
{
|
| 572 |
-
"epoch": 1.32,
|
| 573 |
-
"learning_rate": 3.105900948366702e-05,
|
| 574 |
-
"loss": 1.5298,
|
| 575 |
-
"step": 930
|
| 576 |
-
},
|
| 577 |
-
{
|
| 578 |
-
"epoch": 1.34,
|
| 579 |
-
"learning_rate": 3.079557428872498e-05,
|
| 580 |
-
"loss": 1.5792,
|
| 581 |
-
"step": 940
|
| 582 |
-
},
|
| 583 |
-
{
|
| 584 |
-
"epoch": 1.35,
|
| 585 |
-
"learning_rate": 3.053213909378293e-05,
|
| 586 |
-
"loss": 1.5499,
|
| 587 |
-
"step": 950
|
| 588 |
-
},
|
| 589 |
-
{
|
| 590 |
-
"epoch": 1.37,
|
| 591 |
-
"learning_rate": 3.026870389884089e-05,
|
| 592 |
-
"loss": 1.5453,
|
| 593 |
-
"step": 960
|
| 594 |
-
},
|
| 595 |
-
{
|
| 596 |
-
"epoch": 1.38,
|
| 597 |
-
"learning_rate": 3.000526870389884e-05,
|
| 598 |
-
"loss": 1.5818,
|
| 599 |
-
"step": 970
|
| 600 |
-
},
|
| 601 |
-
{
|
| 602 |
-
"epoch": 1.39,
|
| 603 |
-
"learning_rate": 2.9741833508956796e-05,
|
| 604 |
-
"loss": 1.4333,
|
| 605 |
-
"step": 980
|
| 606 |
-
},
|
| 607 |
-
{
|
| 608 |
-
"epoch": 1.41,
|
| 609 |
-
"learning_rate": 2.9478398314014755e-05,
|
| 610 |
-
"loss": 1.5632,
|
| 611 |
-
"step": 990
|
| 612 |
-
},
|
| 613 |
-
{
|
| 614 |
-
"epoch": 1.42,
|
| 615 |
-
"learning_rate": 2.921496311907271e-05,
|
| 616 |
-
"loss": 1.525,
|
| 617 |
-
"step": 1000
|
| 618 |
-
},
|
| 619 |
-
{
|
| 620 |
-
"epoch": 1.44,
|
| 621 |
-
"learning_rate": 2.8951527924130668e-05,
|
| 622 |
-
"loss": 1.5256,
|
| 623 |
-
"step": 1010
|
| 624 |
-
},
|
| 625 |
-
{
|
| 626 |
-
"epoch": 1.45,
|
| 627 |
-
"learning_rate": 2.868809272918862e-05,
|
| 628 |
-
"loss": 1.5352,
|
| 629 |
-
"step": 1020
|
| 630 |
-
},
|
| 631 |
-
{
|
| 632 |
-
"epoch": 1.46,
|
| 633 |
-
"learning_rate": 2.842465753424658e-05,
|
| 634 |
-
"loss": 1.4807,
|
| 635 |
-
"step": 1030
|
| 636 |
-
},
|
| 637 |
-
{
|
| 638 |
-
"epoch": 1.48,
|
| 639 |
-
"learning_rate": 2.8161222339304533e-05,
|
| 640 |
-
"loss": 1.5398,
|
| 641 |
-
"step": 1040
|
| 642 |
-
},
|
| 643 |
-
{
|
| 644 |
-
"epoch": 1.49,
|
| 645 |
-
"learning_rate": 2.7897787144362485e-05,
|
| 646 |
-
"loss": 1.559,
|
| 647 |
-
"step": 1050
|
| 648 |
-
},
|
| 649 |
-
{
|
| 650 |
-
"epoch": 1.51,
|
| 651 |
-
"learning_rate": 2.7634351949420444e-05,
|
| 652 |
-
"loss": 1.5625,
|
| 653 |
-
"step": 1060
|
| 654 |
-
},
|
| 655 |
-
{
|
| 656 |
-
"epoch": 1.52,
|
| 657 |
-
"learning_rate": 2.73709167544784e-05,
|
| 658 |
-
"loss": 1.4423,
|
| 659 |
-
"step": 1070
|
| 660 |
-
},
|
| 661 |
-
{
|
| 662 |
-
"epoch": 1.54,
|
| 663 |
-
"learning_rate": 2.7107481559536357e-05,
|
| 664 |
-
"loss": 1.4928,
|
| 665 |
-
"step": 1080
|
| 666 |
-
},
|
| 667 |
-
{
|
| 668 |
-
"epoch": 1.55,
|
| 669 |
-
"learning_rate": 2.6844046364594312e-05,
|
| 670 |
-
"loss": 1.6027,
|
| 671 |
-
"step": 1090
|
| 672 |
-
},
|
| 673 |
-
{
|
| 674 |
-
"epoch": 1.56,
|
| 675 |
-
"learning_rate": 2.6580611169652264e-05,
|
| 676 |
-
"loss": 1.4623,
|
| 677 |
-
"step": 1100
|
| 678 |
-
},
|
| 679 |
-
{
|
| 680 |
-
"epoch": 1.58,
|
| 681 |
-
"learning_rate": 2.6317175974710222e-05,
|
| 682 |
-
"loss": 1.6102,
|
| 683 |
-
"step": 1110
|
| 684 |
-
},
|
| 685 |
-
{
|
| 686 |
-
"epoch": 1.59,
|
| 687 |
-
"learning_rate": 2.6053740779768177e-05,
|
| 688 |
-
"loss": 1.4465,
|
| 689 |
-
"step": 1120
|
| 690 |
-
},
|
| 691 |
-
{
|
| 692 |
-
"epoch": 1.61,
|
| 693 |
-
"learning_rate": 2.5790305584826136e-05,
|
| 694 |
-
"loss": 1.4764,
|
| 695 |
-
"step": 1130
|
| 696 |
-
},
|
| 697 |
-
{
|
| 698 |
-
"epoch": 1.62,
|
| 699 |
-
"learning_rate": 2.5526870389884088e-05,
|
| 700 |
-
"loss": 1.5132,
|
| 701 |
-
"step": 1140
|
| 702 |
-
},
|
| 703 |
-
{
|
| 704 |
-
"epoch": 1.64,
|
| 705 |
-
"learning_rate": 2.5263435194942046e-05,
|
| 706 |
-
"loss": 1.5237,
|
| 707 |
-
"step": 1150
|
| 708 |
-
},
|
| 709 |
-
{
|
| 710 |
-
"epoch": 1.65,
|
| 711 |
-
"learning_rate": 2.5e-05,
|
| 712 |
-
"loss": 1.5527,
|
| 713 |
-
"step": 1160
|
| 714 |
-
},
|
| 715 |
-
{
|
| 716 |
-
"epoch": 1.66,
|
| 717 |
-
"learning_rate": 2.4736564805057956e-05,
|
| 718 |
-
"loss": 1.4051,
|
| 719 |
-
"step": 1170
|
| 720 |
-
},
|
| 721 |
-
{
|
| 722 |
-
"epoch": 1.68,
|
| 723 |
-
"learning_rate": 2.4473129610115915e-05,
|
| 724 |
-
"loss": 1.6083,
|
| 725 |
-
"step": 1180
|
| 726 |
-
},
|
| 727 |
-
{
|
| 728 |
-
"epoch": 1.69,
|
| 729 |
-
"learning_rate": 2.420969441517387e-05,
|
| 730 |
-
"loss": 1.4604,
|
| 731 |
-
"step": 1190
|
| 732 |
-
},
|
| 733 |
-
{
|
| 734 |
-
"epoch": 1.71,
|
| 735 |
-
"learning_rate": 2.394625922023182e-05,
|
| 736 |
-
"loss": 1.5632,
|
| 737 |
-
"step": 1200
|
| 738 |
-
},
|
| 739 |
-
{
|
| 740 |
-
"epoch": 1.72,
|
| 741 |
-
"learning_rate": 2.368282402528978e-05,
|
| 742 |
-
"loss": 1.5384,
|
| 743 |
-
"step": 1210
|
| 744 |
-
},
|
| 745 |
-
{
|
| 746 |
-
"epoch": 1.73,
|
| 747 |
-
"learning_rate": 2.3419388830347735e-05,
|
| 748 |
-
"loss": 1.4031,
|
| 749 |
-
"step": 1220
|
| 750 |
-
},
|
| 751 |
-
{
|
| 752 |
-
"epoch": 1.75,
|
| 753 |
-
"learning_rate": 2.315595363540569e-05,
|
| 754 |
-
"loss": 1.5656,
|
| 755 |
-
"step": 1230
|
| 756 |
-
},
|
| 757 |
-
{
|
| 758 |
-
"epoch": 1.76,
|
| 759 |
-
"learning_rate": 2.289251844046365e-05,
|
| 760 |
-
"loss": 1.3992,
|
| 761 |
-
"step": 1240
|
| 762 |
-
},
|
| 763 |
-
{
|
| 764 |
-
"epoch": 1.78,
|
| 765 |
-
"learning_rate": 2.2629083245521604e-05,
|
| 766 |
-
"loss": 1.4831,
|
| 767 |
-
"step": 1250
|
| 768 |
-
},
|
| 769 |
-
{
|
| 770 |
-
"epoch": 1.79,
|
| 771 |
-
"learning_rate": 2.236564805057956e-05,
|
| 772 |
-
"loss": 1.4081,
|
| 773 |
-
"step": 1260
|
| 774 |
-
},
|
| 775 |
-
{
|
| 776 |
-
"epoch": 1.81,
|
| 777 |
-
"learning_rate": 2.2102212855637514e-05,
|
| 778 |
-
"loss": 1.5012,
|
| 779 |
-
"step": 1270
|
| 780 |
-
},
|
| 781 |
-
{
|
| 782 |
-
"epoch": 1.82,
|
| 783 |
-
"learning_rate": 2.183877766069547e-05,
|
| 784 |
-
"loss": 1.4697,
|
| 785 |
-
"step": 1280
|
| 786 |
-
},
|
| 787 |
-
{
|
| 788 |
-
"epoch": 1.83,
|
| 789 |
-
"learning_rate": 2.1575342465753427e-05,
|
| 790 |
-
"loss": 1.4538,
|
| 791 |
-
"step": 1290
|
| 792 |
-
},
|
| 793 |
-
{
|
| 794 |
-
"epoch": 1.85,
|
| 795 |
-
"learning_rate": 2.1311907270811383e-05,
|
| 796 |
-
"loss": 1.372,
|
| 797 |
-
"step": 1300
|
| 798 |
-
},
|
| 799 |
-
{
|
| 800 |
-
"epoch": 1.86,
|
| 801 |
-
"learning_rate": 2.1048472075869338e-05,
|
| 802 |
-
"loss": 1.5106,
|
| 803 |
-
"step": 1310
|
| 804 |
-
},
|
| 805 |
-
{
|
| 806 |
-
"epoch": 1.88,
|
| 807 |
-
"learning_rate": 2.0785036880927293e-05,
|
| 808 |
-
"loss": 1.518,
|
| 809 |
-
"step": 1320
|
| 810 |
-
},
|
| 811 |
-
{
|
| 812 |
-
"epoch": 1.89,
|
| 813 |
-
"learning_rate": 2.0521601685985248e-05,
|
| 814 |
-
"loss": 1.4169,
|
| 815 |
-
"step": 1330
|
| 816 |
-
},
|
| 817 |
-
{
|
| 818 |
-
"epoch": 1.91,
|
| 819 |
-
"learning_rate": 2.0258166491043203e-05,
|
| 820 |
-
"loss": 1.4372,
|
| 821 |
-
"step": 1340
|
| 822 |
-
},
|
| 823 |
-
{
|
| 824 |
-
"epoch": 1.92,
|
| 825 |
-
"learning_rate": 1.999473129610116e-05,
|
| 826 |
-
"loss": 1.5191,
|
| 827 |
-
"step": 1350
|
| 828 |
-
},
|
| 829 |
-
{
|
| 830 |
-
"epoch": 1.93,
|
| 831 |
-
"learning_rate": 1.9731296101159116e-05,
|
| 832 |
-
"loss": 1.4005,
|
| 833 |
-
"step": 1360
|
| 834 |
-
},
|
| 835 |
-
{
|
| 836 |
-
"epoch": 1.95,
|
| 837 |
-
"learning_rate": 1.946786090621707e-05,
|
| 838 |
-
"loss": 1.4019,
|
| 839 |
-
"step": 1370
|
| 840 |
-
},
|
| 841 |
-
{
|
| 842 |
-
"epoch": 1.96,
|
| 843 |
-
"learning_rate": 1.9204425711275027e-05,
|
| 844 |
-
"loss": 1.4445,
|
| 845 |
-
"step": 1380
|
| 846 |
-
},
|
| 847 |
-
{
|
| 848 |
-
"epoch": 1.98,
|
| 849 |
-
"learning_rate": 1.894099051633298e-05,
|
| 850 |
-
"loss": 1.3176,
|
| 851 |
-
"step": 1390
|
| 852 |
-
},
|
| 853 |
-
{
|
| 854 |
-
"epoch": 1.99,
|
| 855 |
-
"learning_rate": 1.8677555321390937e-05,
|
| 856 |
-
"loss": 1.4677,
|
| 857 |
-
"step": 1400
|
| 858 |
-
},
|
| 859 |
-
{
|
| 860 |
-
"epoch": 2.0,
|
| 861 |
-
"eval_accuracy": 0.8124,
|
| 862 |
-
"eval_loss": 0.7063834071159363,
|
| 863 |
-
"eval_runtime": 34.1843,
|
| 864 |
-
"eval_samples_per_second": 292.532,
|
| 865 |
-
"eval_steps_per_second": 9.156,
|
| 866 |
-
"step": 1406
|
| 867 |
-
},
|
| 868 |
-
{
|
| 869 |
-
"epoch": 2.0,
|
| 870 |
-
"learning_rate": 1.8414120126448895e-05,
|
| 871 |
-
"loss": 1.4671,
|
| 872 |
-
"step": 1410
|
| 873 |
-
},
|
| 874 |
-
{
|
| 875 |
-
"epoch": 2.02,
|
| 876 |
-
"learning_rate": 1.815068493150685e-05,
|
| 877 |
-
"loss": 1.2756,
|
| 878 |
-
"step": 1420
|
| 879 |
-
},
|
| 880 |
-
{
|
| 881 |
-
"epoch": 2.03,
|
| 882 |
-
"learning_rate": 1.7887249736564805e-05,
|
| 883 |
-
"loss": 1.3293,
|
| 884 |
-
"step": 1430
|
| 885 |
-
},
|
| 886 |
-
{
|
| 887 |
-
"epoch": 2.05,
|
| 888 |
-
"learning_rate": 1.7623814541622764e-05,
|
| 889 |
-
"loss": 1.3382,
|
| 890 |
-
"step": 1440
|
| 891 |
-
},
|
| 892 |
-
{
|
| 893 |
-
"epoch": 2.06,
|
| 894 |
-
"learning_rate": 1.7360379346680716e-05,
|
| 895 |
-
"loss": 1.4155,
|
| 896 |
-
"step": 1450
|
| 897 |
-
},
|
| 898 |
-
{
|
| 899 |
-
"epoch": 2.08,
|
| 900 |
-
"learning_rate": 1.7096944151738674e-05,
|
| 901 |
-
"loss": 1.331,
|
| 902 |
-
"step": 1460
|
| 903 |
-
},
|
| 904 |
-
{
|
| 905 |
-
"epoch": 2.09,
|
| 906 |
-
"learning_rate": 1.683350895679663e-05,
|
| 907 |
-
"loss": 1.4016,
|
| 908 |
-
"step": 1470
|
| 909 |
-
},
|
| 910 |
-
{
|
| 911 |
-
"epoch": 2.1,
|
| 912 |
-
"learning_rate": 1.6570073761854584e-05,
|
| 913 |
-
"loss": 1.361,
|
| 914 |
-
"step": 1480
|
| 915 |
-
},
|
| 916 |
-
{
|
| 917 |
-
"epoch": 2.12,
|
| 918 |
-
"learning_rate": 1.630663856691254e-05,
|
| 919 |
-
"loss": 1.3983,
|
| 920 |
-
"step": 1490
|
| 921 |
-
},
|
| 922 |
-
{
|
| 923 |
-
"epoch": 2.13,
|
| 924 |
-
"learning_rate": 1.6043203371970498e-05,
|
| 925 |
-
"loss": 1.3422,
|
| 926 |
-
"step": 1500
|
| 927 |
-
},
|
| 928 |
-
{
|
| 929 |
-
"epoch": 2.15,
|
| 930 |
-
"learning_rate": 1.577976817702845e-05,
|
| 931 |
-
"loss": 1.3971,
|
| 932 |
-
"step": 1510
|
| 933 |
-
},
|
| 934 |
-
{
|
| 935 |
-
"epoch": 2.16,
|
| 936 |
-
"learning_rate": 1.5516332982086408e-05,
|
| 937 |
-
"loss": 1.422,
|
| 938 |
-
"step": 1520
|
| 939 |
-
},
|
| 940 |
-
{
|
| 941 |
-
"epoch": 2.18,
|
| 942 |
-
"learning_rate": 1.5252897787144363e-05,
|
| 943 |
-
"loss": 1.4001,
|
| 944 |
-
"step": 1530
|
| 945 |
-
},
|
| 946 |
-
{
|
| 947 |
-
"epoch": 2.19,
|
| 948 |
-
"learning_rate": 1.498946259220232e-05,
|
| 949 |
-
"loss": 1.329,
|
| 950 |
-
"step": 1540
|
| 951 |
-
},
|
| 952 |
-
{
|
| 953 |
-
"epoch": 2.2,
|
| 954 |
-
"learning_rate": 1.4726027397260275e-05,
|
| 955 |
-
"loss": 1.3531,
|
| 956 |
-
"step": 1550
|
| 957 |
-
},
|
| 958 |
-
{
|
| 959 |
-
"epoch": 2.22,
|
| 960 |
-
"learning_rate": 1.4462592202318232e-05,
|
| 961 |
-
"loss": 1.3514,
|
| 962 |
-
"step": 1560
|
| 963 |
-
},
|
| 964 |
-
{
|
| 965 |
-
"epoch": 2.23,
|
| 966 |
-
"learning_rate": 1.4199157007376185e-05,
|
| 967 |
-
"loss": 1.32,
|
| 968 |
-
"step": 1570
|
| 969 |
-
},
|
| 970 |
-
{
|
| 971 |
-
"epoch": 2.25,
|
| 972 |
-
"learning_rate": 1.3935721812434142e-05,
|
| 973 |
-
"loss": 1.4405,
|
| 974 |
-
"step": 1580
|
| 975 |
-
},
|
| 976 |
-
{
|
| 977 |
-
"epoch": 2.26,
|
| 978 |
-
"learning_rate": 1.3672286617492097e-05,
|
| 979 |
-
"loss": 1.4477,
|
| 980 |
-
"step": 1590
|
| 981 |
-
},
|
| 982 |
-
{
|
| 983 |
-
"epoch": 2.28,
|
| 984 |
-
"learning_rate": 1.3408851422550054e-05,
|
| 985 |
-
"loss": 1.3322,
|
| 986 |
-
"step": 1600
|
| 987 |
-
},
|
| 988 |
-
{
|
| 989 |
-
"epoch": 2.29,
|
| 990 |
-
"learning_rate": 1.3145416227608009e-05,
|
| 991 |
-
"loss": 1.3451,
|
| 992 |
-
"step": 1610
|
| 993 |
-
},
|
| 994 |
-
{
|
| 995 |
-
"epoch": 2.3,
|
| 996 |
-
"learning_rate": 1.2881981032665966e-05,
|
| 997 |
-
"loss": 1.3795,
|
| 998 |
-
"step": 1620
|
| 999 |
-
},
|
| 1000 |
-
{
|
| 1001 |
-
"epoch": 2.32,
|
| 1002 |
-
"learning_rate": 1.2618545837723922e-05,
|
| 1003 |
-
"loss": 1.2765,
|
| 1004 |
-
"step": 1630
|
| 1005 |
-
},
|
| 1006 |
-
{
|
| 1007 |
-
"epoch": 2.33,
|
| 1008 |
-
"learning_rate": 1.2355110642781877e-05,
|
| 1009 |
-
"loss": 1.3775,
|
| 1010 |
-
"step": 1640
|
| 1011 |
-
},
|
| 1012 |
-
{
|
| 1013 |
-
"epoch": 2.35,
|
| 1014 |
-
"learning_rate": 1.209167544783983e-05,
|
| 1015 |
-
"loss": 1.2989,
|
| 1016 |
-
"step": 1650
|
| 1017 |
-
},
|
| 1018 |
-
{
|
| 1019 |
-
"epoch": 2.36,
|
| 1020 |
-
"learning_rate": 1.1828240252897788e-05,
|
| 1021 |
-
"loss": 1.4062,
|
| 1022 |
-
"step": 1660
|
| 1023 |
-
},
|
| 1024 |
-
{
|
| 1025 |
-
"epoch": 2.37,
|
| 1026 |
-
"learning_rate": 1.1564805057955744e-05,
|
| 1027 |
-
"loss": 1.329,
|
| 1028 |
-
"step": 1670
|
| 1029 |
-
},
|
| 1030 |
-
{
|
| 1031 |
-
"epoch": 2.39,
|
| 1032 |
-
"learning_rate": 1.1301369863013698e-05,
|
| 1033 |
-
"loss": 1.3265,
|
| 1034 |
-
"step": 1680
|
| 1035 |
-
},
|
| 1036 |
-
{
|
| 1037 |
-
"epoch": 2.4,
|
| 1038 |
-
"learning_rate": 1.1037934668071655e-05,
|
| 1039 |
-
"loss": 1.3261,
|
| 1040 |
-
"step": 1690
|
| 1041 |
-
},
|
| 1042 |
-
{
|
| 1043 |
-
"epoch": 2.42,
|
| 1044 |
-
"learning_rate": 1.0774499473129611e-05,
|
| 1045 |
-
"loss": 1.3631,
|
| 1046 |
-
"step": 1700
|
| 1047 |
-
},
|
| 1048 |
-
{
|
| 1049 |
-
"epoch": 2.43,
|
| 1050 |
-
"learning_rate": 1.0511064278187566e-05,
|
| 1051 |
-
"loss": 1.2648,
|
| 1052 |
-
"step": 1710
|
| 1053 |
-
},
|
| 1054 |
-
{
|
| 1055 |
-
"epoch": 2.45,
|
| 1056 |
-
"learning_rate": 1.0247629083245521e-05,
|
| 1057 |
-
"loss": 1.3818,
|
| 1058 |
-
"step": 1720
|
| 1059 |
-
},
|
| 1060 |
-
{
|
| 1061 |
-
"epoch": 2.46,
|
| 1062 |
-
"learning_rate": 9.984193888303478e-06,
|
| 1063 |
-
"loss": 1.3628,
|
| 1064 |
-
"step": 1730
|
| 1065 |
-
},
|
| 1066 |
-
{
|
| 1067 |
-
"epoch": 2.47,
|
| 1068 |
-
"learning_rate": 9.720758693361433e-06,
|
| 1069 |
-
"loss": 1.3429,
|
| 1070 |
-
"step": 1740
|
| 1071 |
-
},
|
| 1072 |
-
{
|
| 1073 |
-
"epoch": 2.49,
|
| 1074 |
-
"learning_rate": 9.457323498419388e-06,
|
| 1075 |
-
"loss": 1.4293,
|
| 1076 |
-
"step": 1750
|
| 1077 |
-
},
|
| 1078 |
-
{
|
| 1079 |
-
"epoch": 2.5,
|
| 1080 |
-
"learning_rate": 9.193888303477345e-06,
|
| 1081 |
-
"loss": 1.2913,
|
| 1082 |
-
"step": 1760
|
| 1083 |
-
},
|
| 1084 |
-
{
|
| 1085 |
-
"epoch": 2.52,
|
| 1086 |
-
"learning_rate": 8.930453108535302e-06,
|
| 1087 |
-
"loss": 1.3782,
|
| 1088 |
-
"step": 1770
|
| 1089 |
-
},
|
| 1090 |
-
{
|
| 1091 |
-
"epoch": 2.53,
|
| 1092 |
-
"learning_rate": 8.667017913593255e-06,
|
| 1093 |
-
"loss": 1.2975,
|
| 1094 |
-
"step": 1780
|
| 1095 |
-
},
|
| 1096 |
-
{
|
| 1097 |
-
"epoch": 2.55,
|
| 1098 |
-
"learning_rate": 8.403582718651212e-06,
|
| 1099 |
-
"loss": 1.3039,
|
| 1100 |
-
"step": 1790
|
| 1101 |
-
},
|
| 1102 |
-
{
|
| 1103 |
-
"epoch": 2.56,
|
| 1104 |
-
"learning_rate": 8.140147523709169e-06,
|
| 1105 |
-
"loss": 1.291,
|
| 1106 |
-
"step": 1800
|
| 1107 |
-
},
|
| 1108 |
-
{
|
| 1109 |
-
"epoch": 2.57,
|
| 1110 |
-
"learning_rate": 7.876712328767124e-06,
|
| 1111 |
-
"loss": 1.3099,
|
| 1112 |
-
"step": 1810
|
| 1113 |
-
},
|
| 1114 |
-
{
|
| 1115 |
-
"epoch": 2.59,
|
| 1116 |
-
"learning_rate": 7.613277133825079e-06,
|
| 1117 |
-
"loss": 1.2919,
|
| 1118 |
-
"step": 1820
|
| 1119 |
-
},
|
| 1120 |
-
{
|
| 1121 |
-
"epoch": 2.6,
|
| 1122 |
-
"learning_rate": 7.349841938883036e-06,
|
| 1123 |
-
"loss": 1.2977,
|
| 1124 |
-
"step": 1830
|
| 1125 |
-
},
|
| 1126 |
-
{
|
| 1127 |
-
"epoch": 2.62,
|
| 1128 |
-
"learning_rate": 7.08640674394099e-06,
|
| 1129 |
-
"loss": 1.3157,
|
| 1130 |
-
"step": 1840
|
| 1131 |
-
},
|
| 1132 |
-
{
|
| 1133 |
-
"epoch": 2.63,
|
| 1134 |
-
"learning_rate": 6.822971548998947e-06,
|
| 1135 |
-
"loss": 1.3704,
|
| 1136 |
-
"step": 1850
|
| 1137 |
-
},
|
| 1138 |
-
{
|
| 1139 |
-
"epoch": 2.64,
|
| 1140 |
-
"learning_rate": 6.559536354056903e-06,
|
| 1141 |
-
"loss": 1.4022,
|
| 1142 |
-
"step": 1860
|
| 1143 |
-
},
|
| 1144 |
-
{
|
| 1145 |
-
"epoch": 2.66,
|
| 1146 |
-
"learning_rate": 6.296101159114858e-06,
|
| 1147 |
-
"loss": 1.3697,
|
| 1148 |
-
"step": 1870
|
| 1149 |
-
},
|
| 1150 |
-
{
|
| 1151 |
-
"epoch": 2.67,
|
| 1152 |
-
"learning_rate": 6.032665964172814e-06,
|
| 1153 |
-
"loss": 1.3926,
|
| 1154 |
-
"step": 1880
|
| 1155 |
-
},
|
| 1156 |
-
{
|
| 1157 |
-
"epoch": 2.69,
|
| 1158 |
-
"learning_rate": 5.76923076923077e-06,
|
| 1159 |
-
"loss": 1.3484,
|
| 1160 |
-
"step": 1890
|
| 1161 |
-
},
|
| 1162 |
-
{
|
| 1163 |
-
"epoch": 2.7,
|
| 1164 |
-
"learning_rate": 5.505795574288726e-06,
|
| 1165 |
-
"loss": 1.3312,
|
| 1166 |
-
"step": 1900
|
| 1167 |
-
},
|
| 1168 |
-
{
|
| 1169 |
-
"epoch": 2.72,
|
| 1170 |
-
"learning_rate": 5.242360379346681e-06,
|
| 1171 |
-
"loss": 1.3344,
|
| 1172 |
-
"step": 1910
|
| 1173 |
-
},
|
| 1174 |
-
{
|
| 1175 |
-
"epoch": 2.73,
|
| 1176 |
-
"learning_rate": 4.978925184404637e-06,
|
| 1177 |
-
"loss": 1.2542,
|
| 1178 |
-
"step": 1920
|
| 1179 |
-
},
|
| 1180 |
-
{
|
| 1181 |
-
"epoch": 2.74,
|
| 1182 |
-
"learning_rate": 4.715489989462593e-06,
|
| 1183 |
-
"loss": 1.31,
|
| 1184 |
-
"step": 1930
|
| 1185 |
-
},
|
| 1186 |
-
{
|
| 1187 |
-
"epoch": 2.76,
|
| 1188 |
-
"learning_rate": 4.452054794520548e-06,
|
| 1189 |
-
"loss": 1.2692,
|
| 1190 |
-
"step": 1940
|
| 1191 |
-
},
|
| 1192 |
-
{
|
| 1193 |
-
"epoch": 2.77,
|
| 1194 |
-
"learning_rate": 4.188619599578504e-06,
|
| 1195 |
-
"loss": 1.3602,
|
| 1196 |
-
"step": 1950
|
| 1197 |
-
},
|
| 1198 |
-
{
|
| 1199 |
-
"epoch": 2.79,
|
| 1200 |
-
"learning_rate": 3.92518440463646e-06,
|
| 1201 |
-
"loss": 1.2637,
|
| 1202 |
-
"step": 1960
|
| 1203 |
-
},
|
| 1204 |
-
{
|
| 1205 |
-
"epoch": 2.8,
|
| 1206 |
-
"learning_rate": 3.661749209694415e-06,
|
| 1207 |
-
"loss": 1.2901,
|
| 1208 |
-
"step": 1970
|
| 1209 |
-
},
|
| 1210 |
-
{
|
| 1211 |
-
"epoch": 2.82,
|
| 1212 |
-
"learning_rate": 3.398314014752371e-06,
|
| 1213 |
-
"loss": 1.2764,
|
| 1214 |
-
"step": 1980
|
| 1215 |
-
},
|
| 1216 |
-
{
|
| 1217 |
-
"epoch": 2.83,
|
| 1218 |
-
"learning_rate": 3.1348788198103265e-06,
|
| 1219 |
-
"loss": 1.3211,
|
| 1220 |
-
"step": 1990
|
| 1221 |
-
},
|
| 1222 |
-
{
|
| 1223 |
-
"epoch": 2.84,
|
| 1224 |
-
"learning_rate": 2.8714436248682825e-06,
|
| 1225 |
-
"loss": 1.3353,
|
| 1226 |
-
"step": 2000
|
| 1227 |
-
},
|
| 1228 |
-
{
|
| 1229 |
-
"epoch": 2.86,
|
| 1230 |
-
"learning_rate": 2.6080084299262384e-06,
|
| 1231 |
-
"loss": 1.2377,
|
| 1232 |
-
"step": 2010
|
| 1233 |
-
},
|
| 1234 |
-
{
|
| 1235 |
-
"epoch": 2.87,
|
| 1236 |
-
"learning_rate": 2.3445732349841943e-06,
|
| 1237 |
-
"loss": 1.3447,
|
| 1238 |
-
"step": 2020
|
| 1239 |
-
},
|
| 1240 |
-
{
|
| 1241 |
-
"epoch": 2.89,
|
| 1242 |
-
"learning_rate": 2.08113804004215e-06,
|
| 1243 |
-
"loss": 1.3155,
|
| 1244 |
-
"step": 2030
|
| 1245 |
-
},
|
| 1246 |
-
{
|
| 1247 |
-
"epoch": 2.9,
|
| 1248 |
-
"learning_rate": 1.8177028451001056e-06,
|
| 1249 |
-
"loss": 1.4133,
|
| 1250 |
-
"step": 2040
|
| 1251 |
-
},
|
| 1252 |
-
{
|
| 1253 |
-
"epoch": 2.92,
|
| 1254 |
-
"learning_rate": 1.554267650158061e-06,
|
| 1255 |
-
"loss": 1.2132,
|
| 1256 |
-
"step": 2050
|
| 1257 |
-
},
|
| 1258 |
-
{
|
| 1259 |
-
"epoch": 2.93,
|
| 1260 |
-
"learning_rate": 1.290832455216017e-06,
|
| 1261 |
-
"loss": 1.3686,
|
| 1262 |
-
"step": 2060
|
| 1263 |
-
},
|
| 1264 |
-
{
|
| 1265 |
-
"epoch": 2.94,
|
| 1266 |
-
"learning_rate": 1.0273972602739725e-06,
|
| 1267 |
-
"loss": 1.341,
|
| 1268 |
-
"step": 2070
|
| 1269 |
-
},
|
| 1270 |
-
{
|
| 1271 |
-
"epoch": 2.96,
|
| 1272 |
-
"learning_rate": 7.639620653319284e-07,
|
| 1273 |
-
"loss": 1.305,
|
| 1274 |
-
"step": 2080
|
| 1275 |
-
},
|
| 1276 |
-
{
|
| 1277 |
-
"epoch": 2.97,
|
| 1278 |
-
"learning_rate": 5.00526870389884e-07,
|
| 1279 |
-
"loss": 1.3064,
|
| 1280 |
-
"step": 2090
|
| 1281 |
-
},
|
| 1282 |
-
{
|
| 1283 |
-
"epoch": 2.99,
|
| 1284 |
-
"learning_rate": 2.3709167544783985e-07,
|
| 1285 |
-
"loss": 1.3005,
|
| 1286 |
-
"step": 2100
|
| 1287 |
-
},
|
| 1288 |
{
|
| 1289 |
"epoch": 3.0,
|
| 1290 |
-
"eval_accuracy": 0.
|
| 1291 |
-
"eval_loss": 0.
|
| 1292 |
-
"eval_runtime":
|
| 1293 |
-
"eval_samples_per_second":
|
| 1294 |
-
"eval_steps_per_second":
|
| 1295 |
-
"step":
|
| 1296 |
},
|
| 1297 |
{
|
| 1298 |
"epoch": 3.0,
|
| 1299 |
-
"step":
|
| 1300 |
-
"total_flos":
|
| 1301 |
-
"train_loss":
|
| 1302 |
-
"train_runtime":
|
| 1303 |
-
"train_samples_per_second":
|
| 1304 |
-
"train_steps_per_second": 0.
|
| 1305 |
}
|
| 1306 |
],
|
| 1307 |
-
"max_steps":
|
| 1308 |
"num_train_epochs": 3,
|
| 1309 |
-
"total_flos":
|
| 1310 |
"trial_name": null,
|
| 1311 |
"trial_params": null
|
| 1312 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 0.9751851851851852,
|
| 3 |
+
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-570",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"global_step": 570,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
| 9 |
"log_history": [
|
| 10 |
{
|
| 11 |
+
"epoch": 0.05,
|
| 12 |
+
"learning_rate": 8.771929824561403e-06,
|
| 13 |
+
"loss": 2.3064,
|
| 14 |
"step": 10
|
| 15 |
},
|
| 16 |
{
|
| 17 |
+
"epoch": 0.11,
|
| 18 |
+
"learning_rate": 1.7543859649122806e-05,
|
| 19 |
+
"loss": 2.0941,
|
| 20 |
"step": 20
|
| 21 |
},
|
| 22 |
{
|
| 23 |
+
"epoch": 0.16,
|
| 24 |
+
"learning_rate": 2.6315789473684212e-05,
|
| 25 |
+
"loss": 1.6403,
|
| 26 |
"step": 30
|
| 27 |
},
|
| 28 |
{
|
| 29 |
+
"epoch": 0.21,
|
| 30 |
+
"learning_rate": 3.508771929824561e-05,
|
| 31 |
+
"loss": 0.9921,
|
| 32 |
"step": 40
|
| 33 |
},
|
| 34 |
{
|
| 35 |
+
"epoch": 0.26,
|
| 36 |
+
"learning_rate": 4.3859649122807014e-05,
|
| 37 |
+
"loss": 0.6593,
|
| 38 |
"step": 50
|
| 39 |
},
|
| 40 |
{
|
| 41 |
+
"epoch": 0.32,
|
| 42 |
+
"learning_rate": 4.970760233918128e-05,
|
| 43 |
+
"loss": 0.489,
|
| 44 |
"step": 60
|
| 45 |
},
|
| 46 |
{
|
| 47 |
+
"epoch": 0.37,
|
| 48 |
+
"learning_rate": 4.8732943469785574e-05,
|
| 49 |
+
"loss": 0.428,
|
| 50 |
"step": 70
|
| 51 |
},
|
| 52 |
{
|
| 53 |
+
"epoch": 0.42,
|
| 54 |
+
"learning_rate": 4.7758284600389865e-05,
|
| 55 |
+
"loss": 0.3789,
|
| 56 |
"step": 80
|
| 57 |
},
|
| 58 |
{
|
| 59 |
+
"epoch": 0.47,
|
| 60 |
+
"learning_rate": 4.678362573099415e-05,
|
| 61 |
+
"loss": 0.4317,
|
| 62 |
"step": 90
|
| 63 |
},
|
| 64 |
{
|
| 65 |
+
"epoch": 0.53,
|
| 66 |
+
"learning_rate": 4.580896686159844e-05,
|
| 67 |
+
"loss": 0.3265,
|
| 68 |
"step": 100
|
| 69 |
},
|
| 70 |
{
|
| 71 |
+
"epoch": 0.58,
|
| 72 |
+
"learning_rate": 4.483430799220273e-05,
|
| 73 |
+
"loss": 0.2927,
|
| 74 |
"step": 110
|
| 75 |
},
|
| 76 |
{
|
| 77 |
+
"epoch": 0.63,
|
| 78 |
+
"learning_rate": 4.3859649122807014e-05,
|
| 79 |
+
"loss": 0.3519,
|
| 80 |
"step": 120
|
| 81 |
},
|
| 82 |
{
|
| 83 |
+
"epoch": 0.68,
|
| 84 |
+
"learning_rate": 4.2884990253411305e-05,
|
| 85 |
+
"loss": 0.2602,
|
| 86 |
"step": 130
|
| 87 |
},
|
| 88 |
{
|
| 89 |
+
"epoch": 0.74,
|
| 90 |
+
"learning_rate": 4.1910331384015596e-05,
|
| 91 |
+
"loss": 0.3087,
|
| 92 |
"step": 140
|
| 93 |
},
|
| 94 |
{
|
| 95 |
+
"epoch": 0.79,
|
| 96 |
+
"learning_rate": 4.093567251461988e-05,
|
| 97 |
+
"loss": 0.2588,
|
| 98 |
"step": 150
|
| 99 |
},
|
| 100 |
{
|
| 101 |
+
"epoch": 0.84,
|
| 102 |
+
"learning_rate": 3.996101364522417e-05,
|
| 103 |
+
"loss": 0.2594,
|
| 104 |
"step": 160
|
| 105 |
},
|
| 106 |
{
|
| 107 |
+
"epoch": 0.89,
|
| 108 |
+
"learning_rate": 3.898635477582846e-05,
|
| 109 |
+
"loss": 0.2456,
|
| 110 |
"step": 170
|
| 111 |
},
|
| 112 |
{
|
| 113 |
+
"epoch": 0.95,
|
| 114 |
+
"learning_rate": 3.8011695906432746e-05,
|
| 115 |
+
"loss": 0.2409,
|
| 116 |
"step": 180
|
| 117 |
},
|
| 118 |
{
|
| 119 |
+
"epoch": 1.0,
|
| 120 |
+
"learning_rate": 3.7037037037037037e-05,
|
| 121 |
+
"loss": 0.284,
|
| 122 |
+
"step": 190
|
| 123 |
+
},
|
| 124 |
+
{
|
| 125 |
+
"epoch": 1.0,
|
| 126 |
+
"eval_accuracy": 0.955925925925926,
|
| 127 |
+
"eval_loss": 0.130746528506279,
|
| 128 |
+
"eval_runtime": 9.1926,
|
| 129 |
+
"eval_samples_per_second": 293.716,
|
| 130 |
+
"eval_steps_per_second": 9.247,
|
| 131 |
"step": 190
|
| 132 |
},
|
| 133 |
{
|
| 134 |
+
"epoch": 1.05,
|
| 135 |
+
"learning_rate": 3.606237816764133e-05,
|
| 136 |
+
"loss": 0.2466,
|
| 137 |
"step": 200
|
| 138 |
},
|
| 139 |
{
|
| 140 |
+
"epoch": 1.11,
|
| 141 |
+
"learning_rate": 3.508771929824561e-05,
|
| 142 |
+
"loss": 0.235,
|
| 143 |
"step": 210
|
| 144 |
},
|
| 145 |
{
|
| 146 |
+
"epoch": 1.16,
|
| 147 |
+
"learning_rate": 3.41130604288499e-05,
|
| 148 |
+
"loss": 0.2327,
|
| 149 |
"step": 220
|
| 150 |
},
|
| 151 |
{
|
| 152 |
+
"epoch": 1.21,
|
| 153 |
+
"learning_rate": 3.313840155945419e-05,
|
| 154 |
+
"loss": 0.2317,
|
| 155 |
"step": 230
|
| 156 |
},
|
| 157 |
{
|
| 158 |
+
"epoch": 1.26,
|
| 159 |
+
"learning_rate": 3.216374269005848e-05,
|
| 160 |
+
"loss": 0.2425,
|
| 161 |
"step": 240
|
| 162 |
},
|
| 163 |
{
|
| 164 |
+
"epoch": 1.32,
|
| 165 |
+
"learning_rate": 3.118908382066277e-05,
|
| 166 |
+
"loss": 0.2382,
|
| 167 |
"step": 250
|
| 168 |
},
|
| 169 |
{
|
| 170 |
+
"epoch": 1.37,
|
| 171 |
+
"learning_rate": 3.0214424951267055e-05,
|
| 172 |
+
"loss": 0.2574,
|
| 173 |
"step": 260
|
| 174 |
},
|
| 175 |
{
|
| 176 |
+
"epoch": 1.42,
|
| 177 |
+
"learning_rate": 2.9239766081871346e-05,
|
| 178 |
+
"loss": 0.2287,
|
| 179 |
"step": 270
|
| 180 |
},
|
| 181 |
{
|
| 182 |
+
"epoch": 1.47,
|
| 183 |
+
"learning_rate": 2.8265107212475634e-05,
|
| 184 |
+
"loss": 0.2186,
|
| 185 |
"step": 280
|
| 186 |
},
|
| 187 |
{
|
| 188 |
+
"epoch": 1.53,
|
| 189 |
+
"learning_rate": 2.729044834307992e-05,
|
| 190 |
+
"loss": 0.1805,
|
| 191 |
"step": 290
|
| 192 |
},
|
| 193 |
{
|
| 194 |
+
"epoch": 1.58,
|
| 195 |
+
"learning_rate": 2.6315789473684212e-05,
|
| 196 |
+
"loss": 0.178,
|
| 197 |
"step": 300
|
| 198 |
},
|
| 199 |
{
|
| 200 |
+
"epoch": 1.63,
|
| 201 |
+
"learning_rate": 2.53411306042885e-05,
|
| 202 |
+
"loss": 0.2006,
|
| 203 |
"step": 310
|
| 204 |
},
|
| 205 |
{
|
| 206 |
+
"epoch": 1.68,
|
| 207 |
+
"learning_rate": 2.4366471734892787e-05,
|
| 208 |
+
"loss": 0.1624,
|
| 209 |
"step": 320
|
| 210 |
},
|
| 211 |
{
|
| 212 |
+
"epoch": 1.74,
|
| 213 |
+
"learning_rate": 2.3391812865497074e-05,
|
| 214 |
+
"loss": 0.178,
|
| 215 |
"step": 330
|
| 216 |
},
|
| 217 |
{
|
| 218 |
+
"epoch": 1.79,
|
| 219 |
+
"learning_rate": 2.2417153996101365e-05,
|
| 220 |
+
"loss": 0.2075,
|
| 221 |
"step": 340
|
| 222 |
},
|
| 223 |
{
|
| 224 |
+
"epoch": 1.84,
|
| 225 |
+
"learning_rate": 2.1442495126705653e-05,
|
| 226 |
+
"loss": 0.1654,
|
| 227 |
"step": 350
|
| 228 |
},
|
| 229 |
{
|
| 230 |
+
"epoch": 1.89,
|
| 231 |
+
"learning_rate": 2.046783625730994e-05,
|
| 232 |
+
"loss": 0.1719,
|
| 233 |
"step": 360
|
| 234 |
},
|
| 235 |
{
|
| 236 |
+
"epoch": 1.95,
|
| 237 |
+
"learning_rate": 1.949317738791423e-05,
|
| 238 |
+
"loss": 0.1957,
|
| 239 |
"step": 370
|
| 240 |
},
|
| 241 |
{
|
| 242 |
+
"epoch": 2.0,
|
| 243 |
+
"learning_rate": 1.8518518518518518e-05,
|
| 244 |
+
"loss": 0.1839,
|
| 245 |
"step": 380
|
| 246 |
},
|
| 247 |
{
|
| 248 |
+
"epoch": 2.0,
|
| 249 |
+
"eval_accuracy": 0.9681481481481482,
|
| 250 |
+
"eval_loss": 0.10556541383266449,
|
| 251 |
+
"eval_runtime": 9.3058,
|
| 252 |
+
"eval_samples_per_second": 290.141,
|
| 253 |
+
"eval_steps_per_second": 9.134,
|
| 254 |
+
"step": 380
|
| 255 |
+
},
|
| 256 |
+
{
|
| 257 |
+
"epoch": 2.05,
|
| 258 |
+
"learning_rate": 1.7543859649122806e-05,
|
| 259 |
+
"loss": 0.1735,
|
| 260 |
"step": 390
|
| 261 |
},
|
| 262 |
{
|
| 263 |
+
"epoch": 2.11,
|
| 264 |
+
"learning_rate": 1.6569200779727097e-05,
|
| 265 |
+
"loss": 0.1899,
|
| 266 |
"step": 400
|
| 267 |
},
|
| 268 |
{
|
| 269 |
+
"epoch": 2.16,
|
| 270 |
+
"learning_rate": 1.5594541910331384e-05,
|
| 271 |
+
"loss": 0.1423,
|
| 272 |
"step": 410
|
| 273 |
},
|
| 274 |
{
|
| 275 |
+
"epoch": 2.21,
|
| 276 |
+
"learning_rate": 1.4619883040935673e-05,
|
| 277 |
+
"loss": 0.1587,
|
| 278 |
"step": 420
|
| 279 |
},
|
| 280 |
{
|
| 281 |
+
"epoch": 2.26,
|
| 282 |
+
"learning_rate": 1.364522417153996e-05,
|
| 283 |
+
"loss": 0.164,
|
| 284 |
"step": 430
|
| 285 |
},
|
| 286 |
{
|
| 287 |
+
"epoch": 2.32,
|
| 288 |
+
"learning_rate": 1.267056530214425e-05,
|
| 289 |
+
"loss": 0.1702,
|
| 290 |
"step": 440
|
| 291 |
},
|
| 292 |
{
|
| 293 |
+
"epoch": 2.37,
|
| 294 |
+
"learning_rate": 1.1695906432748537e-05,
|
| 295 |
+
"loss": 0.1605,
|
| 296 |
"step": 450
|
| 297 |
},
|
| 298 |
{
|
| 299 |
+
"epoch": 2.42,
|
| 300 |
+
"learning_rate": 1.0721247563352826e-05,
|
| 301 |
+
"loss": 0.1404,
|
| 302 |
"step": 460
|
| 303 |
},
|
| 304 |
{
|
| 305 |
+
"epoch": 2.47,
|
| 306 |
+
"learning_rate": 9.746588693957115e-06,
|
| 307 |
+
"loss": 0.1368,
|
| 308 |
"step": 470
|
| 309 |
},
|
| 310 |
{
|
| 311 |
+
"epoch": 2.53,
|
| 312 |
+
"learning_rate": 8.771929824561403e-06,
|
| 313 |
+
"loss": 0.1374,
|
| 314 |
"step": 480
|
| 315 |
},
|
| 316 |
{
|
| 317 |
+
"epoch": 2.58,
|
| 318 |
+
"learning_rate": 7.797270955165692e-06,
|
| 319 |
+
"loss": 0.1759,
|
| 320 |
"step": 490
|
| 321 |
},
|
| 322 |
{
|
| 323 |
+
"epoch": 2.63,
|
| 324 |
+
"learning_rate": 6.82261208576998e-06,
|
| 325 |
+
"loss": 0.157,
|
| 326 |
"step": 500
|
| 327 |
},
|
| 328 |
{
|
| 329 |
+
"epoch": 2.68,
|
| 330 |
+
"learning_rate": 5.8479532163742686e-06,
|
| 331 |
+
"loss": 0.1144,
|
| 332 |
"step": 510
|
| 333 |
},
|
| 334 |
{
|
| 335 |
+
"epoch": 2.74,
|
| 336 |
+
"learning_rate": 4.873294346978558e-06,
|
| 337 |
+
"loss": 0.1593,
|
| 338 |
"step": 520
|
| 339 |
},
|
| 340 |
{
|
| 341 |
+
"epoch": 2.79,
|
| 342 |
+
"learning_rate": 3.898635477582846e-06,
|
| 343 |
+
"loss": 0.162,
|
| 344 |
"step": 530
|
| 345 |
},
|
| 346 |
{
|
| 347 |
+
"epoch": 2.84,
|
| 348 |
+
"learning_rate": 2.9239766081871343e-06,
|
| 349 |
+
"loss": 0.1347,
|
| 350 |
"step": 540
|
| 351 |
},
|
| 352 |
{
|
| 353 |
+
"epoch": 2.89,
|
| 354 |
+
"learning_rate": 1.949317738791423e-06,
|
| 355 |
+
"loss": 0.1497,
|
| 356 |
"step": 550
|
| 357 |
},
|
| 358 |
{
|
| 359 |
+
"epoch": 2.95,
|
| 360 |
+
"learning_rate": 9.746588693957115e-07,
|
| 361 |
+
"loss": 0.1285,
|
| 362 |
"step": 560
|
| 363 |
},
|
| 364 |
{
|
| 365 |
+
"epoch": 3.0,
|
| 366 |
+
"learning_rate": 0.0,
|
| 367 |
+
"loss": 0.1339,
|
| 368 |
"step": 570
|
| 369 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 370 |
{
|
| 371 |
"epoch": 3.0,
|
| 372 |
+
"eval_accuracy": 0.9751851851851852,
|
| 373 |
+
"eval_loss": 0.07970600575208664,
|
| 374 |
+
"eval_runtime": 9.1952,
|
| 375 |
+
"eval_samples_per_second": 293.632,
|
| 376 |
+
"eval_steps_per_second": 9.244,
|
| 377 |
+
"step": 570
|
| 378 |
},
|
| 379 |
{
|
| 380 |
"epoch": 3.0,
|
| 381 |
+
"step": 570,
|
| 382 |
+
"total_flos": 1.8124066505760768e+18,
|
| 383 |
+
"train_loss": 0.334963171523914,
|
| 384 |
+
"train_runtime": 599.4131,
|
| 385 |
+
"train_samples_per_second": 121.619,
|
| 386 |
+
"train_steps_per_second": 0.951
|
| 387 |
}
|
| 388 |
],
|
| 389 |
+
"max_steps": 570,
|
| 390 |
"num_train_epochs": 3,
|
| 391 |
+
"total_flos": 1.8124066505760768e+18,
|
| 392 |
"trial_name": null,
|
| 393 |
"trial_params": null
|
| 394 |
}
|