Task 4176748
| Name | ParityMachine-1613190802-339-1_0 |
| Workunit | 2278343 |
| Created | 24 Feb 2021, 21:40:43 UTC |
| Sent | 5 Mar 2021, 18:00:05 UTC |
| Report deadline | 12 Mar 2021, 18:00:05 UTC |
| Received | 5 Mar 2021, 20:57:09 UTC |
| Server state | Over |
| Outcome | Computation error |
| Client state | Aborted by user |
| Exit status | 203 (0x000000CB) EXIT_ABORTED_VIA_GUI |
| Computer ID | 129 |
| Run time | 33 min 12 sec |
| CPU time | 16 min 35 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 5,673.94 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <message> aborted by user</message> <stderr_txt> 231 | loss: 0.0310535 | val_loss: 0.0312515 | Time: 2669.26 ms [2021-03-05 12:34:14 main:581] : INFO : Epoch 232 | loss: 0.0310532 | val_loss: 0.031233 | Time: 2689.14 ms [2021-03-05 12:34:17 main:581] : INFO : Epoch 233 | loss: 0.0310452 | val_loss: 0.0312239 | Time: 2677.35 ms [2021-03-05 12:34:19 main:581] : INFO : Epoch 234 | loss: 0.0310489 | val_loss: 0.0312385 | Time: 2693.33 ms [2021-03-05 12:34:22 main:581] : INFO : Epoch 235 | loss: 0.0310496 | val_loss: 0.0312399 | Time: 2675.64 ms [2021-03-05 12:34:25 main:581] : INFO : Epoch 236 | loss: 0.0310473 | val_loss: 0.0312373 | Time: 2688.11 ms [2021-03-05 12:34:27 main:581] : INFO : Epoch 237 | loss: 0.0310541 | val_loss: 0.0312544 | Time: 2670.3 ms [2021-03-05 12:34:30 main:581] : INFO : Epoch 238 | loss: 0.0310585 | val_loss: 0.0312431 | Time: 2669.08 ms [2021-03-05 12:34:33 main:581] : INFO : Epoch 239 | loss: 0.0310601 | val_loss: 0.0312334 | Time: 2670.61 ms [2021-03-05 12:34:35 main:581] : INFO : Epoch 240 | loss: 0.0310525 | val_loss: 0.0312357 | Time: 2683.47 ms [2021-03-05 12:34:38 main:581] : INFO : Epoch 241 | loss: 0.0310467 | val_loss: 0.031244 | Time: 2678.94 ms [2021-03-05 12:34:41 main:581] : INFO : Epoch 242 | loss: 0.0310444 | val_loss: 0.0312306 | Time: 2689.48 ms [2021-03-05 12:34:44 main:581] : INFO : Epoch 243 | loss: 0.0310429 | val_loss: 0.0312547 | Time: 2697.45 ms [2021-03-05 12:34:46 main:581] : INFO : Epoch 244 | loss: 0.0310542 | val_loss: 0.0312286 | Time: 2674.47 ms [2021-03-05 12:34:49 main:581] : INFO : Epoch 245 | loss: 0.0310506 | val_loss: 0.0312384 | Time: 2680.79 ms [2021-03-05 12:34:52 main:581] : INFO : Epoch 246 | loss: 0.0310495 | val_loss: 0.0312463 | Time: 2693.39 ms [2021-03-05 12:34:54 main:581] : INFO : Epoch 247 | loss: 0.0310473 | val_loss: 0.0312454 | Time: 2684.75 ms [2021-03-05 12:34:57 main:581] : INFO : Epoch 248 | loss: 0.0310478 | val_loss: 0.0312744 | Time: 2690.47 ms [2021-03-05 12:35:00 main:581] : INFO : Epoch 249 | loss: 0.0310484 | val_loss: 0.0312296 | Time: 2688.53 ms [2021-03-05 12:35:02 main:581] : INFO : Epoch 250 | loss: 0.0310532 | val_loss: 0.0312502 | Time: 2683.9 ms [2021-03-05 12:35:05 main:581] : INFO : Epoch 251 | loss: 0.0310527 | val_loss: 0.0312364 | Time: 2688.98 ms [2021-03-05 12:35:08 main:581] : INFO : Epoch 252 | loss: 0.0310503 | val_loss: 0.0312453 | Time: 2690.9 ms [2021-03-05 12:35:10 main:581] : INFO : Epoch 253 | loss: 0.0310632 | val_loss: 0.0312225 | Time: 2687.43 ms [2021-03-05 12:35:13 main:581] : INFO : Epoch 254 | loss: 0.0310587 | val_loss: 0.0312427 | Time: 2666.18 ms [2021-03-05 12:35:16 main:581] : INFO : Epoch 255 | loss: 0.0310614 | val_loss: 0.0312398 | Time: 2661.71 ms [2021-03-05 12:35:18 main:581] : INFO : Epoch 256 | loss: 0.0310827 | val_loss: 0.0312172 | Time: 2689.34 ms [2021-03-05 12:35:21 main:581] : INFO : Epoch 257 | loss: 0.0310814 | val_loss: 0.0312264 | Time: 2684.12 ms [2021-03-05 12:35:24 main:581] : INFO : Epoch 258 | loss: 0.0310735 | val_loss: 0.0312268 | Time: 2696.41 ms [2021-03-05 12:35:26 main:581] : INFO : Epoch 259 | loss: 0.0310595 | val_loss: 0.0312215 | Time: 2681.01 ms [2021-03-05 12:35:29 main:581] : INFO : Epoch 260 | loss: 0.0310594 | val_loss: 0.0312397 | Time: 2698.33 ms [2021-03-05 12:35:32 main:581] : INFO : Epoch 261 | loss: 0.0310601 | val_loss: 0.0312506 | Time: 2691.61 ms [2021-03-05 12:35:35 main:581] : INFO : Epoch 262 | loss: 0.0310536 | val_loss: 0.0312403 | Time: 2681.16 ms [2021-03-05 12:35:37 main:581] : INFO : Epoch 263 | loss: 0.0310705 | val_loss: 0.0312161 | Time: 2689.61 ms [2021-03-05 12:35:40 main:581] : INFO : Epoch 264 | loss: 0.0310666 | val_loss: 0.0312373 | Time: 2672.91 ms [2021-03-05 12:35:43 main:581] : INFO : Epoch 265 | loss: 0.0310533 | val_loss: 0.0312632 | Time: 2692.1 ms [2021-03-05 12:35:45 main:581] : INFO : Epoch 266 | loss: 0.0310527 | val_loss: 0.0312532 | Time: 2685.91 ms [2021-03-05 12:35:48 main:581] : INFO : Epoch 267 | loss: 0.0310545 | val_loss: 0.0312403 | Time: 2689.75 ms [2021-03-05 12:35:51 main:581] : INFO : Epoch 268 | loss: 0.0310505 | val_loss: 0.0312486 | Time: 2693.29 ms [2021-03-05 12:35:53 main:581] : INFO : Epoch 269 | loss: 0.0310442 | val_loss: 0.0312341 | Time: 2685.42 ms [2021-03-05 12:35:56 main:581] : INFO : Epoch 270 | loss: 0.0310422 | val_loss: 0.0312493 | Time: 2677.78 ms [2021-03-05 12:35:59 main:581] : INFO : Epoch 271 | loss: 0.031046 | val_loss: 0.031241 | Time: 2691.15 ms [2021-03-05 12:36:01 main:581] : INFO : Epoch 272 | loss: 0.0310566 | val_loss: 0.0312248 | Time: 2700.61 ms [2021-03-05 12:36:04 main:581] : INFO : Epoch 273 | loss: 0.0310599 | val_loss: 0.0312305 | Time: 2684.24 ms [2021-03-05 12:36:07 main:581] : INFO : Epoch 274 | loss: 0.0310555 | val_loss: 0.031234 | Time: 2705.04 ms [2021-03-05 12:36:09 main:581] : INFO : Epoch 275 | loss: 0.0310563 | val_loss: 0.03123 | Time: 2689.01 ms [2021-03-05 12:36:12 main:581] : INFO : Epoch 276 | loss: 0.0310599 | val_loss: 0.0312264 | Time: 2668.67 ms [2021-03-05 12:36:15 main:581] : INFO : Epoch 277 | loss: 0.0310537 | val_loss: 0.0312335 | Time: 2701.8 ms [2021-03-05 12:36:18 main:581] : INFO : Epoch 278 | loss: 0.0310481 | val_loss: 0.0312304 | Time: 2691.26 ms [2021-03-05 12:36:20 main:581] : INFO : Epoch 279 | loss: 0.0310534 | val_loss: 0.0312507 | Time: 2675.84 ms [2021-03-05 12:36:23 main:581] : INFO : Epoch 280 | loss: 0.0310461 | val_loss: 0.0312342 | Time: 2663.25 ms [2021-03-05 12:36:26 main:581] : INFO : Epoch 281 | loss: 0.0310516 | val_loss: 0.031226 | Time: 2697.83 ms [2021-03-05 12:36:28 main:581] : INFO : Epoch 282 | loss: 0.0310609 | val_loss: 0.0312656 | Time: 2679.83 ms [2021-03-05 12:36:31 main:581] : INFO : Epoch 283 | loss: 0.0310607 | val_loss: 0.031245 | Time: 2684.27 ms [2021-03-05 12:36:34 main:581] : INFO : Epoch 284 | loss: 0.0310542 | val_loss: 0.0312415 | Time: 2674.07 ms [2021-03-05 12:36:36 main:581] : INFO : Epoch 285 | loss: 0.0310434 | val_loss: 0.0312382 | Time: 2678.53 ms [2021-03-05 12:36:39 main:581] : INFO : Epoch 286 | loss: 0.0310449 | val_loss: 0.0312318 | Time: 2679.11 ms [2021-03-05 12:36:42 main:581] : INFO : Epoch 287 | loss: 0.0310418 | val_loss: 0.0312493 | Time: 2682.17 ms [2021-03-05 12:36:44 main:581] : INFO : Epoch 288 | loss: 0.0310431 | val_loss: 0.0312156 | Time: 2697.6 ms [2021-03-05 12:36:47 main:581] : INFO : Epoch 289 | loss: 0.0310575 | val_loss: 0.0312339 | Time: 2677.95 ms [2021-03-05 12:36:50 main:581] : INFO : Epoch 290 | loss: 0.0310627 | val_loss: 0.0312489 | Time: 2688.36 ms [2021-03-05 12:36:52 main:581] : INFO : Epoch 291 | loss: 0.0310551 | val_loss: 0.0312378 | Time: 2665.73 ms [2021-03-05 12:36:55 main:581] : INFO : Epoch 292 | loss: 0.0310479 | val_loss: 0.0312406 | Time: 2701.62 ms [2021-03-05 12:36:58 main:581] : INFO : Epoch 293 | loss: 0.0310525 | val_loss: 0.0312424 | Time: 2676.33 ms [2021-03-05 12:37:00 main:581] : INFO : Epoch 294 | loss: 0.031051 | val_loss: 0.0312329 | Time: 2692.11 ms [2021-03-05 12:37:03 main:581] : INFO : Epoch 295 | loss: 0.0310465 | val_loss: 0.0312533 | Time: 2682.18 ms [2021-03-05 12:37:06 main:581] : INFO : Epoch 296 | loss: 0.0310473 | val_loss: 0.0312414 | Time: 2688.52 ms [2021-03-05 12:37:09 main:581] : INFO : Epoch 297 | loss: 0.0310979 | val_loss: 0.0312156 | Time: 2673.16 ms [2021-03-05 12:37:11 main:581] : INFO : Epoch 298 | loss: 0.0310859 | val_loss: 0.0312095 | Time: 2680.66 ms [2021-03-05 12:37:14 main:581] : INFO : Epoch 299 | loss: 0.0310683 | val_loss: 0.0312184 | Time: 2673.03 ms [2021-03-05 12:37:17 main:581] : INFO : Epoch 300 | loss: 0.0310614 | val_loss: 0.0312473 | Time: 2692.03 ms [2021-03-05 12:37:19 main:581] : INFO : Epoch 301 | loss: 0.0310573 | val_loss: 0.0312325 | Time: 2696.07 ms [2021-03-05 12:37:22 main:581] : INFO : Epoch 302 | loss: 0.0310481 | val_loss: 0.0312334 | Time: 2677.57 ms [2021-03-05 12:37:25 main:581] : INFO : Epoch 303 | loss: 0.0310604 | val_loss: 0.0312301 | Time: 2694.3 ms [2021-03-05 12:37:27 main:581] : INFO : Epoch 304 | loss: 0.0310501 | val_loss: 0.0312371 | Time: 2678.28 ms [2021-03-05 12:37:30 main:581] : INFO : Epoch 305 | loss: 0.0310521 | val_loss: 0.0312401 | Time: 2672.49 ms [2021-03-05 12:37:33 main:581] : INFO : Epoch 306 | loss: 0.0310515 | val_loss: 0.0312271 | Time: 2678.22 ms [2021-03-05 12:37:35 main:581] : INFO : Epoch 307 | loss: 0.0310655 | val_loss: 0.0312569 | Time: 2690.2 ms [2021-03-05 12:37:38 main:581] : INFO : Epoch 308 | loss: 0.0310719 | val_loss: 0.0312312 | Time: 2692.38 ms [2021-03-05 12:37:41 main:581] : INFO : Epoch 309 | loss: 0.0310562 | val_loss: 0.0312373 | Time: 2675.2 ms [2021-03-05 12:37:43 main:581] : INFO : Epoch 310 | loss: 0.0310472 | val_loss: 0.0312428 | Time: 2686.61 ms [2021-03-05 12:37:46 main:581] : INFO : Epoch 311 | loss: 0.0310474 | val_loss: 0.0312443 | Time: 2677.17 ms [2021-03-05 12:37:49 main:581] : INFO : Epoch 312 | loss: 0.0310444 | val_loss: 0.0312336 | Time: 2704.59 ms [2021-03-05 12:37:51 main:581] : INFO : Epoch 313 | loss: 0.0310453 | val_loss: 0.0312345 | Time: 2692.96 ms [2021-03-05 12:37:54 main:581] : INFO : Epoch 314 | loss: 0.0310452 | val_loss: 0.0312401 | Time: 2680.62 ms [2021-03-05 12:37:57 main:581] : INFO : Epoch 315 | loss: 0.0310467 | val_loss: 0.0312396 | Time: 2668.28 ms [2021-03-05 12:38:00 main:581] : INFO : Epoch 316 | loss: 0.031048 | val_loss: 0.0312382 | Time: 2687.91 ms [2021-03-05 12:38:02 main:581] : INFO : Epoch 317 | loss: 0.0310517 | val_loss: 0.0312348 | Time: 2687.92 ms [2021-03-05 12:38:05 main:581] : INFO : Epoch 318 | loss: 0.0310469 | val_loss: 0.0312385 | Time: 2680.04 ms [2021-03-05 12:38:08 main:581] : INFO : Epoch 319 | loss: 0.03105 | val_loss: 0.0312291 | Time: 2675.9 ms [2021-03-05 12:38:10 main:581] : INFO : Epoch 320 | loss: 0.031075 | val_loss: 0.0312295 | Time: 2676.39 ms [2021-03-05 12:38:13 main:581] : INFO : Epoch 321 | loss: 0.0310669 | val_loss: 0.0312166 | Time: 2691.54 ms [2021-03-05 12:38:16 main:581] : INFO : Epoch 322 | loss: 0.0310698 | val_loss: 0.0312367 | Time: 2684.24 ms [2021-03-05 12:38:18 main:581] : INFO : Epoch 323 | loss: 0.0310647 | val_loss: 0.0312312 | Time: 2671.37 ms [2021-03-05 12:38:21 main:581] : INFO : Epoch 324 | loss: 0.0310631 | val_loss: 0.0312513 | Time: 2671.15 ms [2021-03-05 12:38:24 main:581] : INFO : Epoch 325 | loss: 0.0310504 | val_loss: 0.0312683 | Time: 2675.55 ms [2021-03-05 12:38:26 main:581] : INFO : Epoch 326 | loss: 0.0310488 | val_loss: 0.0312375 | Time: 2684.01 ms [2021-03-05 12:38:29 main:581] : INFO : Epoch 327 | loss: 0.0310495 | val_loss: 0.0312302 | Time: 2656.39 ms [2021-03-05 12:38:32 main:581] : INFO : Epoch 328 | loss: 0.0310501 | val_loss: 0.0312264 | Time: 2685.8 ms [2021-03-05 12:38:34 main:581] : INFO : Epoch 329 | loss: 0.0310467 | val_loss: 0.0312438 | Time: 2660.35 ms [2021-03-05 12:38:37 main:581] : INFO : Epoch 330 | loss: 0.0310498 | val_loss: 0.0312376 | Time: 2664.83 ms [2021-03-05 12:38:40 main:581] : INFO : Epoch 331 | loss: 0.031048 | val_loss: 0.0312361 | Time: 2686.32 ms [2021-03-05 12:38:42 main:581] : INFO : Epoch 332 | loss: 0.0310479 | val_loss: 0.0312274 | Time: 2685.25 ms [2021-03-05 12:38:45 main:581] : INFO : Epoch 333 | loss: 0.0310521 | val_loss: 0.031237 | Time: 2683.08 ms [2021-03-05 12:38:48 main:581] : INFO : Epoch 334 | loss: 0.0310496 | val_loss: 0.0312306 | Time: 2688.08 ms [2021-03-05 12:38:50 main:581] : INFO : Epoch 335 | loss: 0.0310641 | val_loss: 0.0312265 | Time: 2672.16 ms [2021-03-05 12:38:53 main:581] : INFO : Epoch 336 | loss: 0.0310701 | val_loss: 0.0312367 | Time: 2667.65 ms [2021-03-05 12:38:56 main:581] : INFO : Epoch 337 | loss: 0.0310529 | val_loss: 0.0312536 | Time: 2689.09 ms [2021-03-05 12:38:58 main:581] : INFO : Epoch 338 | loss: 0.0310467 | val_loss: 0.0312281 | Time: 2674.53 ms [2021-03-05 12:39:01 main:581] : INFO : Epoch 339 | loss: 0.0310458 | val_loss: 0.0312218 | Time: 2695.9 ms [2021-03-05 12:39:04 main:581] : INFO : Epoch 340 | loss: 0.0310459 | val_loss: 0.0312299 | Time: 2684.01 ms [2021-03-05 12:39:06 main:581] : INFO : Epoch 341 | loss: 0.031042 | val_loss: 0.0312589 | Time: 2690.06 ms [2021-03-05 12:39:09 main:581] : INFO : Epoch 342 | loss: 0.0310419 | val_loss: 0.0312492 | Time: 2680.96 ms [2021-03-05 12:39:12 main:581] : INFO : Epoch 343 | loss: 0.0310462 | val_loss: 0.0312618 | Time: 2678.34 ms [2021-03-05 12:39:15 main:581] : INFO : Epoch 344 | loss: 0.031056 | val_loss: 0.0312395 | Time: 2682.13 ms [2021-03-05 12:39:17 main:581] : INFO : Epoch 345 | loss: 0.0310566 | val_loss: 0.0312295 | Time: 2685.96 ms [2021-03-05 12:39:20 main:581] : INFO : Epoch 346 | loss: 0.0310485 | val_loss: 0.0312447 | Time: 2687.61 ms [2021-03-05 12:39:23 main:581] : INFO : Epoch 347 | loss: 0.0310519 | val_loss: 0.0312289 | Time: 2685.78 ms [2021-03-05 12:39:25 main:581] : INFO : Epoch 348 | loss: 0.0310502 | val_loss: 0.0312294 | Time: 2689.01 ms [2021-03-05 12:39:28 main:581] : INFO : Epoch 349 | loss: 0.0310457 | val_loss: 0.0312426 | Time: 2685.81 ms [2021-03-05 12:39:31 main:581] : INFO : Epoch 350 | loss: 0.0310429 | val_loss: 0.0312507 | Time: 2699.3 ms [2021-03-05 12:39:33 main:581] : INFO : Epoch 351 | loss: 0.0310416 | val_loss: 0.0312364 | Time: 2689.54 ms [2021-03-05 12:39:36 main:581] : INFO : Epoch 352 | loss: 0.0310486 | val_loss: 0.0312642 | Time: 2701.81 ms [2021-03-05 12:39:39 main:581] : INFO : Epoch 353 | loss: 0.0310504 | val_loss: 0.031232 | Time: 2686.15 ms [2021-03-05 12:39:41 main:581] : INFO : Epoch 354 | loss: 0.0310452 | val_loss: 0.0312398 | Time: 2673.95 ms [2021-03-05 12:39:44 main:581] : INFO : Epoch 355 | loss: 0.0310424 | val_loss: 0.031247 | Time: 2676.75 ms [2021-03-05 12:39:47 main:581] : INFO : Epoch 356 | loss: 0.0310461 | val_loss: 0.0312366 | Time: 2701.03 ms [2021-03-05 12:39:49 main:581] : INFO : Epoch 357 | loss: 0.0310451 | val_loss: 0.0312404 | Time: 2682.96 ms [2021-03-05 12:39:52 main:581] : INFO : Epoch 358 | loss: 0.0310425 | val_loss: 0.0312336 | Time: 2697.13 ms [2021-03-05 12:39:55 main:581] : INFO : Epoch 359 | loss: 0.0310452 | val_loss: 0.0312676 | Time: 2671.68 ms [2021-03-05 12:39:58 main:581] : INFO : Epoch 360 | loss: 0.0310412 | val_loss: 0.0312631 | Time: 2698.93 ms [2021-03-05 12:40:00 main:581] : INFO : Epoch 361 | loss: 0.0310453 | val_loss: 0.0312648 | Time: 2671.59 ms [2021-03-05 12:40:03 main:581] : INFO : Epoch 362 | loss: 0.0310528 | val_loss: 0.0312446 | Time: 2701.12 ms [2021-03-05 12:40:06 main:581] : INFO : Epoch 363 | loss: 0.0310533 | val_loss: 0.0312272 | Time: 2688.57 ms [2021-03-05 12:40:08 main:581] : INFO : Epoch 364 | loss: 0.0310541 | val_loss: 0.0312197 | Time: 2706.37 ms [2021-03-05 12:40:11 main:581] : INFO : Epoch 365 | loss: 0.0310576 | val_loss: 0.0312544 | Time: 2679.91 ms [2021-03-05 12:40:14 main:581] : INFO : Epoch 366 | loss: 0.0310515 | val_loss: 0.0312274 | Time: 2685.23 ms [2021-03-05 12:40:16 main:581] : INFO : Epoch 367 | loss: 0.0310499 | val_loss: 0.0312347 | Time: 2689.61 ms [2021-03-05 12:40:19 main:581] : INFO : Epoch 368 | loss: 0.0310531 | val_loss: 0.031244 | Time: 2668.45 ms [2021-03-05 12:40:22 main:581] : INFO : Epoch 369 | loss: 0.031051 | val_loss: 0.0312556 | Time: 2696.36 ms [2021-03-05 12:40:24 main:581] : INFO : Epoch 370 | loss: 0.0310438 | val_loss: 0.0312559 | Time: 2671.05 ms [2021-03-05 12:40:27 main:581] : INFO : Epoch 371 | loss: 0.0310544 | val_loss: 0.031231 | Time: 2683.48 ms [2021-03-05 12:40:30 main:581] : INFO : Epoch 372 | loss: 0.0310531 | val_loss: 0.0312334 | Time: 2691.83 ms [2021-03-05 12:40:32 main:581] : INFO : Epoch 373 | loss: 0.0310483 | val_loss: 0.0312372 | Time: 2691.71 ms [2021-03-05 12:40:35 main:581] : INFO : Epoch 374 | loss: 0.0310499 | val_loss: 0.0312273 | Time: 2682.01 ms [2021-03-05 12:40:38 main:581] : INFO : Epoch 375 | loss: 0.0310668 | val_loss: 0.031241 | Time: 2680.94 ms [2021-03-05 12:40:41 main:581] : INFO : Epoch 376 | loss: 0.0311515 | val_loss: 0.0315841 | Time: 2696.31 ms [2021-03-05 12:40:43 main:581] : INFO : Epoch 377 | loss: 0.0323317 | val_loss: 0.0318052 | Time: 2681.6 ms [2021-03-05 12:40:46 main:581] : INFO : Epoch 378 | loss: 0.0316012 | val_loss: 0.0313451 | Time: 2689.41 ms [2021-03-05 12:40:49 main:581] : INFO : Epoch 379 | loss: 0.0312687 | val_loss: 0.0312143 | Time: 2689.53 ms [2021-03-05 12:40:51 main:581] : INFO : Epoch 380 | loss: 0.0311888 | val_loss: 0.0311857 | Time: 2685.85 ms [2021-03-05 12:40:54 main:581] : INFO : Epoch 381 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 2677.02 ms [2021-03-05 12:40:57 main:581] : INFO : Epoch 382 | loss: 0.0311525 | val_loss: 0.0311724 | Time: 2686.66 ms [2021-03-05 12:40:59 main:581] : INFO : Epoch 383 | loss: 0.0311485 | val_loss: 0.0311728 | Time: 2694.56 ms [2021-03-05 12:41:02 main:581] : INFO : Epoch 384 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 2705.82 ms [2021-03-05 12:41:05 main:581] : INFO : Epoch 385 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 2691.6 ms [2021-03-05 12:41:07 main:581] : INFO : Epoch 386 | loss: 0.0311393 | val_loss: 0.0311697 | Time: 2696.43 ms [2021-03-05 12:41:10 main:581] : INFO : Epoch 387 | loss: 0.0311388 | val_loss: 0.0311722 | Time: 2687.42 ms [2021-03-05 12:41:13 main:581] : INFO : Epoch 388 | loss: 0.0311368 | val_loss: 0.0311792 | Time: 2686.11 ms [2021-03-05 12:41:16 main:581] : INFO : Epoch 389 | loss: 0.0311312 | val_loss: 0.031174 | Time: 2686.65 ms [2021-03-05 12:41:18 main:581] : INFO : Epoch 390 | loss: 0.0311297 | val_loss: 0.0311721 | Time: 2689.87 ms [2021-03-05 12:41:21 main:581] : INFO : Epoch 391 | loss: 0.0311296 | val_loss: 0.0311752 | Time: 2673.12 ms [2021-03-05 12:41:24 main:581] : INFO : Epoch 392 | loss: 0.0311271 | val_loss: 0.0311738 | Time: 2690.44 ms [2021-03-05 12:41:26 main:581] : INFO : Epoch 393 | loss: 0.0311279 | val_loss: 0.0311795 | Time: 2686.89 ms [2021-03-05 12:41:29 main:581] : INFO : Epoch 394 | loss: 0.0311281 | val_loss: 0.0311726 | Time: 2700.62 ms [2021-03-05 12:41:32 main:581] : INFO : Epoch 395 | loss: 0.0311236 | val_loss: 0.0311746 | Time: 2691.99 ms [2021-03-05 12:41:34 main:581] : INFO : Epoch 396 | loss: 0.0311247 | val_loss: 0.0311755 | Time: 2676.62 ms [2021-03-05 12:41:37 main:581] : INFO : Epoch 397 | loss: 0.0311273 | val_loss: 0.0311768 | Time: 2678.57 ms [2021-03-05 12:41:40 main:581] : INFO : Epoch 398 | loss: 0.0311227 | val_loss: 0.0311764 | Time: 2683.38 ms [2021-03-05 12:41:42 main:581] : INFO : Epoch 399 | loss: 0.031121 | val_loss: 0.0311751 | Time: 2693.71 ms [2021-03-05 12:41:45 main:581] : INFO : Epoch 400 | loss: 0.0311201 | val_loss: 0.0311794 | Time: 2695.49 ms [2021-03-05 12:41:48 main:581] : INFO : Epoch 401 | loss: 0.0311223 | val_loss: 0.0311814 | Time: 2683.06 ms [2021-03-05 12:41:50 main:581] : INFO : Epoch 402 | loss: 0.0311224 | val_loss: 0.0311784 | Time: 2699.03 ms [2021-03-05 12:41:53 main:581] : INFO : Epoch 403 | loss: 0.0311192 | val_loss: 0.0311791 | Time: 2679.98 ms [2021-03-05 12:41:56 main:581] : INFO : Epoch 404 | loss: 0.0311153 | val_loss: 0.0311816 | Time: 2692.18 ms [2021-03-05 12:41:59 main:581] : INFO : Epoch 405 | loss: 0.0311131 | val_loss: 0.0311823 | Time: 2691.21 ms [2021-03-05 12:42:01 main:581] : INFO : Epoch 406 | loss: 0.0311179 | val_loss: 0.0311761 | Time: 2694.27 ms [2021-03-05 12:42:04 main:581] : INFO : Epoch 407 | loss: 0.031116 | val_loss: 0.0311819 | Time: 2703.11 ms [2021-03-05 12:42:07 main:581] : INFO : Epoch 408 | loss: 0.0311122 | val_loss: 0.0311844 | Time: 2677.08 ms [2021-03-05 12:42:09 main:581] : INFO : Epoch 409 | loss: 0.0311125 | val_loss: 0.0311808 | Time: 2679.91 ms [2021-03-05 12:42:12 main:581] : INFO : Epoch 410 | loss: 0.0311117 | val_loss: 0.0311797 | Time: 2691.37 ms [2021-03-05 12:42:15 main:581] : INFO : Epoch 411 | loss: 0.0311141 | val_loss: 0.0311751 | Time: 2691.97 ms [2021-03-05 12:42:17 main:581] : INFO : Epoch 412 | loss: 0.0311134 | val_loss: 0.0311781 | Time: 2675.97 ms [2021-03-05 12:42:20 main:581] : INFO : Epoch 413 | loss: 0.0311128 | val_loss: 0.0311913 | Time: 2684.36 ms [2021-03-05 12:42:23 main:581] : INFO : Epoch 414 | loss: 0.0311105 | val_loss: 0.0311904 | Time: 2683.94 ms [2021-03-05 12:42:25 main:581] : INFO : Epoch 415 | loss: 0.0311104 | val_loss: 0.0311874 | Time: 2679.94 ms [2021-03-05 12:42:28 main:581] : INFO : Epoch 416 | loss: 0.0311081 | val_loss: 0.0311854 | Time: 2703.95 ms [2021-03-05 12:42:31 main:581] : INFO : Epoch 417 | loss: 0.0311066 | val_loss: 0.0311892 | Time: 2686.76 ms [2021-03-05 12:42:33 main:581] : INFO : Epoch 418 | loss: 0.0311068 | val_loss: 0.0311863 | Time: 2705.09 ms [2021-03-05 12:42:36 main:581] : INFO : Epoch 419 | loss: 0.0311125 | val_loss: 0.0311826 | Time: 2693.81 ms [2021-03-05 12:42:39 main:581] : INFO : Epoch 420 | loss: 0.0311183 | val_loss: 0.031191 | Time: 2692.15 ms [2021-03-05 12:42:42 main:581] : INFO : Epoch 421 | loss: 0.0311156 | val_loss: 0.0311859 | Time: 2695.65 ms [2021-03-05 12:42:44 main:581] : INFO : Epoch 422 | loss: 0.0311119 | val_loss: 0.0311832 | Time: 2695.49 ms [2021-03-05 12:42:47 main:581] : INFO : Epoch 423 | loss: 0.0311125 | val_loss: 0.0311934 | Time: 2682.93 ms [2021-03-05 12:42:50 main:581] : INFO : Epoch 424 | loss: 0.031106 | val_loss: 0.0311921 | Time: 2674.16 ms [2021-03-05 12:42:52 main:581] : INFO : Epoch 425 | loss: 0.0311086 | val_loss: 0.0311842 | Time: 2689.18 ms [2021-03-05 12:42:55 main:581] : INFO : Epoch 426 | loss: 0.0311051 | val_loss: 0.0311943 | Time: 2677.47 ms [2021-03-05 12:42:58 main:581] : INFO : Epoch 427 | loss: 0.03111 | val_loss: 0.031189 | Time: 2677.92 ms [2021-03-05 12:43:00 main:581] : INFO : Epoch 428 | loss: 0.0311075 | val_loss: 0.0311926 | Time: 2681.97 ms [2021-03-05 12:43:03 main:581] : INFO : Epoch 429 | loss: 0.0311053 | val_loss: 0.0311824 | Time: 2698.76 ms [2021-03-05 12:43:06 main:581] : INFO : Epoch 430 | loss: 0.0311044 | val_loss: 0.0311905 | Time: 2674.88 ms [2021-03-05 12:43:08 main:581] : INFO : Epoch 431 | loss: 0.0311056 | val_loss: 0.031193 | Time: 2691.81 ms [2021-03-05 12:43:11 main:581] : INFO : Epoch 432 | loss: 0.0311073 | val_loss: 0.0311884 | Time: 2689.57 ms [2021-03-05 12:43:14 main:581] : INFO : Epoch 433 | loss: 0.0311077 | val_loss: 0.0311881 | Time: 2696.91 ms [2021-03-05 12:43:16 main:581] : INFO : Epoch 434 | loss: 0.0311058 | val_loss: 0.031186 | Time: 2679.61 ms [2021-03-05 12:43:19 main:581] : INFO : Epoch 435 | loss: 0.0311032 | val_loss: 0.0311826 | Time: 2709.11 ms [2021-03-05 12:43:22 main:581] : INFO : Epoch 436 | loss: 0.031102 | val_loss: 0.0311821 | Time: 2700.46 ms [2021-03-05 12:43:25 main:581] : INFO : Epoch 437 | loss: 0.0311049 | val_loss: 0.0311906 | Time: 2678.14 ms [2021-03-05 12:43:27 main:581] : INFO : Epoch 438 | loss: 0.0311037 | val_loss: 0.0311836 | Time: 2699.54 ms [2021-03-05 12:43:30 main:581] : INFO : Epoch 439 | loss: 0.0311051 | val_loss: 0.0311912 | Time: 2711.07 ms [2021-03-05 12:43:33 main:581] : INFO : Epoch 440 | loss: 0.0311032 | val_loss: 0.0311862 | Time: 2700.27 ms [2021-03-05 12:43:35 main:581] : INFO : Epoch 441 | loss: 0.0311083 | val_loss: 0.0311888 | Time: 2687.77 ms [2021-03-05 12:43:38 main:581] : INFO : Epoch 442 | loss: 0.0311079 | val_loss: 0.0311858 | Time: 2708.36 ms [2021-03-05 12:43:41 main:581] : INFO : Epoch 443 | loss: 0.0311044 | val_loss: 0.0311881 | Time: 2694.54 ms [2021-03-05 12:43:43 main:581] : INFO : Epoch 444 | loss: 0.0311009 | val_loss: 0.031187 | Time: 2703 ms [2021-03-05 12:43:46 main:581] : INFO : Epoch 445 | loss: 0.0311037 | val_loss: 0.0311928 | Time: 2680.43 ms [2021-03-05 12:43:49 main:581] : INFO : Epoch 446 | loss: 0.0311032 | val_loss: 0.03119 | Time: 2701.85 ms [2021-03-05 12:43:52 main:581] : INFO : Epoch 447 | loss: 0.0311019 | val_loss: 0.0311941 | Time: 2701.5 ms [2021-03-05 12:43:54 main:581] : INFO : Epoch 448 | loss: 0.0311022 | val_loss: 0.0311964 | Time: 2685.27 ms [2021-03-05 12:43:57 main:581] : INFO : Epoch 449 | loss: 0.0311045 | val_loss: 0.0311911 | Time: 2686.44 ms [2021-03-05 12:44:00 main:581] : INFO : Epoch 450 | loss: 0.0311013 | val_loss: 0.0311879 | Time: 2709.54 ms [2021-03-05 12:44:02 main:581] : INFO : Epoch 451 | loss: 0.0311042 | val_loss: 0.0311903 | Time: 2696.92 ms [2021-03-05 12:44:05 main:581] : INFO : Epoch 452 | loss: 0.0311023 | val_loss: 0.0311924 | Time: 2701.62 ms [2021-03-05 12:44:08 main:581] : INFO : Epoch 453 | loss: 0.0310981 | val_loss: 0.0311934 | Time: 2701.12 ms [2021-03-05 12:44:10 main:581] : INFO : Epoch 454 | loss: 0.0311005 | val_loss: 0.0311952 | Time: 2686.87 ms [2021-03-05 12:44:13 main:581] : INFO : Epoch 455 | loss: 0.0311072 | val_loss: 0.0311913 | Time: 2679.29 ms [2021-03-05 12:44:16 main:581] : INFO : Epoch 456 | loss: 0.0310996 | val_loss: 0.0311963 | Time: 2675.44 ms [2021-03-05 12:44:18 main:581] : INFO : Epoch 457 | loss: 0.031098 | val_loss: 0.0312005 | Time: 2683.69 ms [2021-03-05 12:44:21 main:581] : INFO : Epoch 458 | loss: 0.0310998 | val_loss: 0.0311973 | Time: 2700.18 ms [2021-03-05 12:44:24 main:581] : INFO : Epoch 459 | loss: 0.0311008 | val_loss: 0.0311867 | Time: 2688.22 ms [2021-03-05 12:44:27 main:581] : INFO : Epoch 460 | loss: 0.0310989 | val_loss: 0.0312024 | Time: 2698.54 ms [2021-03-05 12:44:29 main:581] : INFO : Epoch 461 | loss: 0.0311039 | val_loss: 0.0311928 | Time: 2698.54 ms [2021-03-05 12:44:32 main:581] : INFO : Epoch 462 | loss: 0.0311023 | val_loss: 0.0311831 | Time: 2678.69 ms [2021-03-05 12:44:35 main:581] : INFO : Epoch 463 | loss: 0.0311025 | val_loss: 0.0311818 | Time: 2685.72 ms [2021-03-05 12:44:37 main:581] : INFO : Epoch 464 | loss: 0.0311038 | val_loss: 0.0311928 | Time: 2677.8 ms [2021-03-05 12:44:40 main:581] : INFO : Epoch 465 | loss: 0.0311008 | val_loss: 0.0311923 | Time: 2705.04 ms [2021-03-05 12:44:43 main:581] : INFO : Epoch 466 | loss: 0.0310943 | val_loss: 0.0311902 | Time: 2681.83 ms [2021-03-05 12:44:45 main:581] : INFO : Epoch 467 | loss: 0.0310941 | val_loss: 0.0311903 | Time: 2696.9 ms [2021-03-05 12:44:48 main:581] : INFO : Epoch 468 | loss: 0.0310934 | val_loss: 0.0311911 | Time: 2698.42 ms [2021-03-05 12:44:51 main:581] : INFO : Epoch 469 | loss: 0.031095 | val_loss: 0.0311867 | Time: 2678.31 ms [2021-03-05 12:44:53 main:581] : INFO : Epoch 470 | loss: 0.0311011 | val_loss: 0.0311858 | Time: 2692.1 ms [2021-03-05 12:44:56 main:581] : INFO : Epoch 471 | loss: 0.0311006 | val_loss: 0.0311897 | Time: 2685.67 ms [2021-03-05 12:44:59 main:581] : INFO : Epoch 472 | loss: 0.0310987 | val_loss: 0.0311972 | Time: 2697.61 ms [2021-03-05 12:45:02 main:581] : INFO : Epoch 473 | loss: 0.0311014 | val_loss: 0.0311928 | Time: 2690.39 ms [2021-03-05 12:45:04 main:581] : INFO : Epoch 474 | loss: 0.0311084 | val_loss: 0.0311919 | Time: 2695.94 ms [2021-03-05 12:45:07 main:581] : INFO : Epoch 475 | loss: 0.0311087 | val_loss: 0.0312047 | Time: 2679.88 ms [2021-03-05 12:45:10 main:581] : INFO : Epoch 476 | loss: 0.0311056 | val_loss: 0.0311923 | Time: 2681.58 ms [2021-03-05 12:45:12 main:581] : INFO : Epoch 477 | loss: 0.0311032 | val_loss: 0.0311887 | Time: 2700.16 ms [2021-03-05 12:45:15 main:581] : INFO : Epoch 478 | loss: 0.0310954 | val_loss: 0.0311936 | Time: 2687.96 ms [2021-03-05 12:45:18 main:581] : INFO : Epoch 479 | loss: 0.0310973 | val_loss: 0.0311891 | Time: 2696.34 ms [2021-03-05 12:45:20 main:581] : INFO : Epoch 480 | loss: 0.0311006 | val_loss: 0.0311949 | Time: 2699.87 ms [2021-03-05 12:45:23 main:581] : INFO : Epoch 481 | loss: 0.031096 | val_loss: 0.0311947 | Time: 2691.59 ms [2021-03-05 12:45:26 main:581] : INFO : Epoch 482 | loss: 0.0310933 | val_loss: 0.0311976 | Time: 2672.69 ms [2021-03-05 12:45:28 main:581] : INFO : Epoch 483 | loss: 0.0310946 | val_loss: 0.0311941 | Time: 2682.77 ms [2021-03-05 12:45:31 main:581] : INFO : Epoch 484 | loss: 0.0310956 | val_loss: 0.0311925 | Time: 2693.23 ms [2021-03-05 12:45:34 main:581] : INFO : Epoch 485 | loss: 0.0310946 | val_loss: 0.0312055 | Time: 2686.23 ms [2021-03-05 12:45:36 main:581] : INFO : Epoch 486 | loss: 0.0310976 | val_loss: 0.0311959 | Time: 2694.07 ms [2021-03-05 12:45:39 main:581] : INFO : Epoch 487 | loss: 0.0310961 | val_loss: 0.0311919 | Time: 2689.84 ms [2021-03-05 12:45:42 main:581] : INFO : Epoch 488 | loss: 0.0310938 | val_loss: 0.0312014 | Time: 2696.1 ms [2021-03-05 12:45:45 main:581] : INFO : Epoch 489 | loss: 0.031093 | val_loss: 0.0311991 | Time: 2682 ms [2021-03-05 12:45:47 main:581] : INFO : Epoch 490 | loss: 0.0310942 | val_loss: 0.0311928 | Time: 2676.08 ms [2021-03-05 12:45:50 main:581] : INFO : Epoch 491 | loss: 0.0310905 | val_loss: 0.0311938 | Time: 2693.52 ms [2021-03-05 12:45:53 main:581] : INFO : Epoch 492 | loss: 0.0310854 | val_loss: 0.0312016 | Time: 2673.15 ms [2021-03-05 12:45:55 main:581] : INFO : Epoch 493 | loss: 0.0310888 | val_loss: 0.0311946 | Time: 2672.69 ms [2021-03-05 12:45:58 main:581] : INFO : Epoch 494 | loss: 0.0310899 | val_loss: 0.0311944 | Time: 2670.38 ms [2021-03-05 12:46:01 main:581] : INFO : Epoch 495 | loss: 0.0310912 | val_loss: 0.0312025 | Time: 2695.28 ms [2021-03-05 12:46:03 main:581] : INFO : Epoch 496 | loss: 0.0310914 | val_loss: 0.0312007 | Time: 2688.9 ms [2021-03-05 12:46:06 main:581] : INFO : Epoch 497 | loss: 0.031088 | val_loss: 0.031214 | Time: 2687.28 ms [2021-03-05 12:46:09 main:581] : INFO : Epoch 498 | loss: 0.0310936 | val_loss: 0.0312019 | Time: 2684.26 ms [2021-03-05 12:46:11 main:581] : INFO : Epoch 499 | loss: 0.0311063 | val_loss: 0.0311976 | Time: 2682.04 ms [2021-03-05 12:46:14 main:581] : INFO : Epoch 500 | loss: 0.0311022 | val_loss: 0.0311967 | Time: 2690.8 ms [2021-03-05 12:46:17 main:581] : INFO : Epoch 501 | loss: 0.0311003 | val_loss: 0.0311943 | Time: 2670.54 ms [2021-03-05 12:46:19 main:581] : INFO : Epoch 502 | loss: 0.0310985 | val_loss: 0.0311879 | Time: 2687.1 ms [2021-03-05 12:46:22 main:581] : INFO : Epoch 503 | loss: 0.031097 | val_loss: 0.0312007 | Time: 2689.12 ms [2021-03-05 12:46:25 main:581] : INFO : Epoch 504 | loss: 0.0310984 | val_loss: 0.0311948 | Time: 2683.87 ms [2021-03-05 12:46:28 main:581] : INFO : Epoch 505 | loss: 0.0310951 | val_loss: 0.0311931 | Time: 2691.62 ms [2021-03-05 12:46:30 main:581] : INFO : Epoch 506 | loss: 0.0310945 | val_loss: 0.0312003 | Time: 2683.26 ms [2021-03-05 12:46:33 main:581] : INFO : Epoch 507 | loss: 0.0310935 | val_loss: 0.0312041 | Time: 2704.91 ms [2021-03-05 12:46:36 main:581] : INFO : Epoch 508 | loss: 0.0310986 | val_loss: 0.0311873 | Time: 2691.87 ms [2021-03-05 12:46:38 main:581] : INFO : Epoch 509 | loss: 0.0311005 | val_loss: 0.0311927 | Time: 2689.62 ms [2021-03-05 12:46:41 main:581] : INFO : Epoch 510 | loss: 0.0310957 | val_loss: 0.031203 | Time: 2685 ms [2021-03-05 12:46:44 main:581] : INFO : Epoch 511 | loss: 0.0310944 | val_loss: 0.0311907 | Time: 2687.38 ms [2021-03-05 12:46:46 main:581] : INFO : Epoch 512 | loss: 0.0310961 | val_loss: 0.0311962 | Time: 2673.37 ms [2021-03-05 12:46:49 main:581] : INFO : Epoch 513 | loss: 0.0310932 | val_loss: 0.03121 | Time: 2669.58 ms [2021-03-05 12:46:52 main:581] : INFO : Epoch 514 | loss: 0.0310909 | val_loss: 0.0311989 | Time: 2672 ms [2021-03-05 12:46:54 main:581] : INFO : Epoch 515 | loss: 0.0310888 | val_loss: 0.0311936 | Time: 2700.29 ms [2021-03-05 12:46:57 main:581] : INFO : Epoch 516 | loss: 0.0310889 | val_loss: 0.0312017 | Time: 2673.95 ms [2021-03-05 12:47:00 main:581] : INFO : Epoch 517 | loss: 0.0310904 | val_loss: 0.0312006 | Time: 2682.13 ms [2021-03-05 12:47:02 main:581] : INFO : Epoch 518 | loss: 0.0310897 | val_loss: 0.0312071 | Time: 2697.11 ms [2021-03-05 12:47:05 main:581] : INFO : Epoch 519 | loss: 0.0310877 | val_loss: 0.0312009 | Time: 2684.69 ms [2021-03-05 12:47:08 main:581] : INFO : Epoch 520 | loss: 0.0310846 | val_loss: 0.0312075 | Time: 2687.59 ms [2021-03-05 12:47:10 main:581] : INFO : Epoch 521 | loss: 0.0310834 | val_loss: 0.0311923 | Time: 2691.64 ms [2021-03-05 12:47:13 main:581] : INFO : Epoch 522 | loss: 0.031088 | val_loss: 0.0312031 | Time: 2686.35 ms [2021-03-05 12:47:16 main:581] : INFO : Epoch 523 | loss: 0.0310819 | val_loss: 0.0312151 | Time: 2678.83 ms [2021-03-05 12:47:19 main:581] : INFO : Epoch 524 | loss: 0.0310822 | val_loss: 0.0312104 | Time: 2690.89 ms [2021-03-05 12:47:21 main:581] : INFO : Epoch 525 | loss: 0.0310858 | val_loss: 0.0312013 | Time: 2671.62 ms [2021-03-05 12:47:24 main:581] : INFO : Epoch 526 | loss: 0.0310894 | val_loss: 0.031193 | Time: 2699.47 ms [2021-03-05 12:47:27 main:581] : INFO : Epoch 527 | loss: 0.0310867 | val_loss: 0.0312242 | Time: 2666.31 ms [2021-03-05 12:47:29 main:581] : INFO : Epoch 528 | loss: 0.0310952 | val_loss: 0.0312077 | Time: 2696.37 ms [2021-03-05 12:47:32 main:581] : INFO : Epoch 529 | loss: 0.0310859 | val_loss: 0.0312001 | Time: 2691.51 ms [2021-03-05 12:47:35 main:581] : INFO : Epoch 530 | loss: 0.0310885 | val_loss: 0.0312009 | Time: 2701.97 ms [2021-03-05 12:47:37 main:581] : INFO : Epoch 531 | loss: 0.0310915 | val_loss: 0.0311925 | Time: 2678.33 ms [2021-03-05 12:47:40 main:581] : INFO : Epoch 532 | loss: 0.0310866 | val_loss: 0.0312064 | Time: 2688.41 ms [2021-03-05 12:47:43 main:581] : INFO : Epoch 533 | loss: 0.0310875 | val_loss: 0.0312119 | Time: 2690.63 ms [2021-03-05 12:47:45 main:581] : INFO : Epoch 534 | loss: 0.031091 | val_loss: 0.0312051 | Time: 2701.69 ms [2021-03-05 12:47:48 main:581] : INFO : Epoch 535 | loss: 0.0310919 | val_loss: 0.0311978 | Time: 2690.36 ms [2021-03-05 12:47:51 main:581] : INFO : Epoch 536 | loss: 0.0311061 | val_loss: 0.0312019 | Time: 2692.43 ms [2021-03-05 12:47:53 main:581] : INFO : Epoch 537 | loss: 0.0310952 | val_loss: 0.0311967 | Time: 2681.62 ms [2021-03-05 12:47:56 main:581] : INFO : Epoch 538 | loss: 0.031088 | val_loss: 0.0312031 | Time: 2697.43 ms [2021-03-05 12:47:59 main:581] : INFO : Epoch 539 | loss: 0.0310847 | val_loss: 0.0312052 | Time: 2676.37 ms [2021-03-05 12:48:02 main:581] : INFO : Epoch 540 | loss: 0.0310811 | val_loss: 0.0312096 | Time: 2689.77 ms [2021-03-05 12:48:04 main:581] : INFO : Epoch 541 | loss: 0.0310829 | val_loss: 0.0312052 | Time: 2686.34 ms [2021-03-05 12:48:07 main:581] : INFO : Epoch 542 | loss: 0.0310836 | val_loss: 0.0312033 | Time: 2690.51 ms [2021-03-05 12:48:10 main:581] : INFO : Epoch 543 | loss: 0.0310842 | val_loss: 0.0312075 | Time: 2684.62 ms [2021-03-05 12:48:12 main:581] : INFO : Epoch 544 | loss: 0.0310849 | val_loss: 0.0311994 | Time: 2689.82 ms [2021-03-05 12:48:15 main:581] : INFO : Epoch 545 | loss: 0.0310816 | val_loss: 0.0312017 | Time: 2691.68 ms [2021-03-05 12:48:18 main:581] : INFO : Epoch 546 | loss: 0.0310873 | val_loss: 0.0311887 | Time: 2694.03 ms [2021-03-05 12:48:20 main:581] : INFO : Epoch 547 | loss: 0.0310891 | val_loss: 0.0312027 | Time: 2654.66 ms [2021-03-05 12:48:23 main:581] : INFO : Epoch 548 | loss: 0.0310859 | val_loss: 0.0311999 | Time: 2684.64 ms [2021-03-05 12:48:26 main:581] : INFO : Epoch 549 | loss: 0.0310854 | val_loss: 0.0312047 | Time: 2682.45 ms [2021-03-05 12:48:28 main:581] : INFO : Epoch 550 | loss: 0.0310879 | val_loss: 0.031207 | Time: 2680.33 ms [2021-03-05 12:48:31 main:581] : INFO : Epoch 551 | loss: 0.0310895 | val_loss: 0.0312067 | Time: 2688.03 ms [2021-03-05 12:48:34 main:581] : INFO : Epoch 552 | loss: 0.0310899 | val_loss: 0.0312034 | Time: 2682.12 ms [2021-03-05 12:48:36 main:581] : INFO : Epoch 553 | loss: 0.0310913 | val_loss: 0.0311929 | Time: 2675.18 ms [2021-03-05 12:48:39 main:581] : INFO : Epoch 554 | loss: 0.0310855 | val_loss: 0.0311983 | Time: 2682.34 ms [2021-03-05 12:48:42 main:581] : INFO : Epoch 555 | loss: 0.0310876 | val_loss: 0.031225 | Time: 2678.14 ms [2021-03-05 12:48:44 main:581] : INFO : Epoch 556 | loss: 0.031094 | val_loss: 0.0311915 | Time: 2676.78 ms [2021-03-05 12:48:47 main:581] : INFO : Epoch 557 | loss: 0.0310926 | val_loss: 0.0312 | Time: 2686.29 ms [2021-03-05 12:48:50 main:581] : INFO : Epoch 558 | loss: 0.0310826 | val_loss: 0.0312095 | Time: 2686.55 ms [2021-03-05 12:48:53 main:581] : INFO : Epoch 559 | loss: 0.0310808 | val_loss: 0.0312037 | Time: 2677.09 ms [2021-03-05 12:48:55 main:581] : INFO : Epoch 560 | loss: 0.0310842 | val_loss: 0.031207 | Time: 2686.55 ms [2021-03-05 12:48:58 main:581] : INFO : Epoch 561 | loss: 0.0311052 | val_loss: 0.0311835 | Time: 2696.92 ms [2021-03-05 12:49:01 main:581] : INFO : Epoch 562 | loss: 0.0310949 | val_loss: 0.0311957 | Time: 2687.22 ms [2021-03-05 12:49:03 main:581] : INFO : Epoch 563 | loss: 0.0310942 | val_loss: 0.0311981 | Time: 2692.08 ms [2021-03-05 12:49:06 main:581] : INFO : Epoch 564 | loss: 0.0310849 | val_loss: 0.0312054 | Time: 2690.91 ms [2021-03-05 12:49:09 main:581] : INFO : Epoch 565 | loss: 0.0310825 | val_loss: 0.0312122 | Time: 2684.32 ms [2021-03-05 12:49:11 main:581] : INFO : Epoch 566 | loss: 0.0310839 | val_loss: 0.031201 | Time: 2687.79 ms [2021-03-05 12:49:14 main:581] : INFO : Epoch 567 | loss: 0.0310822 | val_loss: 0.0312063 | Time: 2673.41 ms [2021-03-05 12:49:17 main:581] : INFO : Epoch 568 | loss: 0.0310893 | val_loss: 0.0311999 | Time: 2694.39 ms [2021-03-05 12:49:19 main:581] : INFO : Epoch 569 | loss: 0.0310945 | val_loss: 0.0312079 | Time: 2673.82 ms [2021-03-05 12:49:22 main:581] : INFO : Epoch 570 | loss: 0.0310874 | val_loss: 0.0312054 | Time: 2689.67 ms [2021-03-05 12:49:25 main:581] : INFO : Epoch 571 | loss: 0.0310906 | val_loss: 0.0311951 | Time: 2693.02 ms [2021-03-05 12:49:27 main:581] : INFO : Epoch 572 | loss: 0.0310822 | val_loss: 0.0312039 | Time: 2690.37 ms [2021-03-05 12:49:30 main:581] : INFO : Epoch 573 | loss: 0.0310809 | val_loss: 0.0312061 | Time: 2671.11 ms [2021-03-05 12:49:33 main:581] : INFO : Epoch 574 | loss: 0.0310955 | val_loss: 0.0311898 | Time: 2696.89 ms [2021-03-05 12:49:36 main:581] : INFO : Epoch 575 | loss: 0.0311 | val_loss: 0.0311872 | Time: 2693.63 ms [2021-03-05 12:49:38 main:581] : INFO : Epoch 576 | loss: 0.0311025 | val_loss: 0.0311973 | Time: 2676.3 ms [2021-03-05 12:49:41 main:581] : INFO : Epoch 577 | loss: 0.0310948 | val_loss: 0.0312111 | Time: 2693.12 ms [2021-03-05 12:49:44 main:581] : INFO : Epoch 578 | loss: 0.03109 | val_loss: 0.031209 | Time: 2681.84 ms [2021-03-05 12:49:46 main:581] : INFO : Epoch 579 | loss: 0.0310846 | val_loss: 0.0311878 | Time: 2690.44 ms [2021-03-05 12:49:49 main:581] : INFO : Epoch 580 | loss: 0.0310837 | val_loss: 0.0311987 | Time: 2678.26 ms [2021-03-05 12:49:52 main:581] : INFO : Epoch 581 | loss: 0.0310835 | val_loss: 0.0312036 | Time: 2686.43 ms [2021-03-05 12:49:54 main:581] : INFO : Epoch 582 | loss: 0.0310815 | val_loss: 0.03121 | Time: 2682.31 ms [2021-03-05 12:49:57 main:581] : INFO : Epoch 583 | loss: 0.0310927 | val_loss: 0.0312043 | Time: 2691.84 ms [2021-03-05 12:50:00 main:581] : INFO : Epoch 584 | loss: 0.0310919 | val_loss: 0.0311936 | Time: 2683.61 ms [2021-03-05 12:50:02 main:581] : INFO : Epoch 585 | loss: 0.0310851 | val_loss: 0.0312025 | Time: 2688.93 ms [2021-03-05 12:50:05 main:581] : INFO : Epoch 586 | loss: 0.0310834 | val_loss: 0.031207 | Time: 2682.96 ms [2021-03-05 12:50:08 main:581] : INFO : Epoch 587 | loss: 0.0310784 | val_loss: 0.0312116 | Time: 2680.06 ms [2021-03-05 12:50:10 main:581] : INFO : Epoch 588 | loss: 0.0310811 | val_loss: 0.0312055 | Time: 2691.37 ms [2021-03-05 12:50:13 main:581] : INFO : Epoch 589 | loss: 0.031092 | val_loss: 0.0312058 | Time: 2685.98 ms [2021-03-05 12:50:16 main:581] : INFO : Epoch 590 | loss: 0.0310811 | val_loss: 0.0311995 | Time: 2687.11 ms [2021-03-05 12:50:19 main:581] : INFO : Epoch 591 | loss: 0.0310888 | val_loss: 0.0312037 | Time: 2688.76 ms [2021-03-05 12:50:21 main:581] : INFO : Epoch 592 | loss: 0.0310836 | val_loss: 0.0312236 | Time: 2683.92 ms [2021-03-05 12:50:24 main:581] : INFO : Epoch 593 | loss: 0.03108 | val_loss: 0.0312066 | Time: 2701.34 ms [2021-03-05 12:50:27 main:581] : INFO : Epoch 594 | loss: 0.0310817 | val_loss: 0.0312087 | Time: 2701.7 ms [2021-03-05 12:50:29 main:581] : INFO : Epoch 595 | loss: 0.031088 | val_loss: 0.0312006 | Time: 2697.12 ms [2021-03-05 12:50:32 main:581] : INFO : Epoch 596 | loss: 0.031079 | val_loss: 0.0312077 | Time: 2673.31 ms [2021-03-05 12:50:35 main:581] : INFO : Epoch 597 | loss: 0.0310892 | val_loss: 0.0312068 | Time: 2695.78 ms [2021-03-05 12:50:37 main:581] : INFO : Epoch 598 | loss: 0.0310796 | val_loss: 0.0312296 | Time: 2665.76 ms [2021-03-05 12:50:40 main:581] : INFO : Epoch 599 | loss: 0.0310775 | val_loss: 0.0312056 | Time: 2701.92 ms [2021-03-05 12:50:43 main:581] : INFO : Epoch 600 | loss: 0.031091 | val_loss: 0.0311863 | Time: 2672.64 ms [2021-03-05 12:50:45 main:581] : INFO : Epoch 601 | loss: 0.031113 | val_loss: 0.0311928 | Time: 2685.15 ms [2021-03-05 12:50:48 main:581] : INFO : Epoch 602 | loss: 0.0311004 | val_loss: 0.0311926 | Time: 2698.72 ms [2021-03-05 12:50:51 main:581] : INFO : Epoch 603 | loss: 0.0310965 | val_loss: 0.0311993 | Time: 2688.44 ms [2021-03-05 12:50:53 main:581] : INFO : Epoch 604 | loss: 0.0310877 | val_loss: 0.031219 | Time: 2689.47 ms [2021-03-05 12:50:56 main:581] : INFO : Epoch 605 | loss: 0.0310837 | val_loss: 0.0311964 | Time: 2685.76 ms [2021-03-05 12:50:59 main:581] : INFO : Epoch 606 | loss: 0.0310838 | val_loss: 0.0312104 | Time: 2675.98 ms [2021-03-05 12:51:02 main:581] : INFO : Epoch 607 | loss: 0.0310804 | val_loss: 0.0312001 | Time: 2692.09 ms [2021-03-05 12:51:04 main:581] : INFO : Epoch 608 | loss: 0.0310929 | val_loss: 0.0311941 | Time: 2682.62 ms [2021-03-05 12:51:07 main:581] : INFO : Epoch 609 | loss: 0.0310874 | val_loss: 0.0311941 | Time: 2676.46 ms [2021-03-05 12:51:10 main:581] : INFO : Epoch 610 | loss: 0.0310851 | val_loss: 0.0312003 | Time: 2683.48 ms [2021-03-05 12:51:12 main:581] : INFO : Epoch 611 | loss: 0.0310791 | val_loss: 0.0311915 | Time: 2670.04 ms [2021-03-05 12:51:15 main:581] : INFO : Epoch 612 | loss: 0.0310959 | val_loss: 0.0312045 | Time: 2688.59 ms [2021-03-05 12:51:18 main:581] : INFO : Epoch 613 | loss: 0.0310955 | val_loss: 0.0312004 | Time: 2675.74 ms [2021-03-05 12:51:20 main:581] : INFO : Epoch 614 | loss: 0.0310878 | val_loss: 0.0311941 | Time: 2703.67 ms [2021-03-05 12:51:23 main:581] : INFO : Epoch 615 | loss: 0.0310898 | val_loss: 0.0311965 | Time: 2686.13 ms [2021-03-05 12:51:26 main:581] : INFO : Epoch 616 | loss: 0.0310872 | val_loss: 0.0312035 | Time: 2677.56 ms [2021-03-05 12:51:28 main:581] : INFO : Epoch 617 | loss: 0.0310854 | val_loss: 0.0312085 | Time: 2695.68 ms [2021-03-05 12:51:31 main:581] : INFO : Epoch 618 | loss: 0.0310921 | val_loss: 0.0312033 | Time: 2692.35 ms [2021-03-05 12:51:34 main:581] : INFO : Epoch 619 | loss: 0.0310791 | val_loss: 0.0311978 | Time: 2693.81 ms [2021-03-05 12:51:36 main:581] : INFO : Epoch 620 | loss: 0.0310768 | val_loss: 0.0312118 | Time: 2702.15 ms [2021-03-05 12:51:39 main:581] : INFO : Epoch 621 | loss: 0.0310789 | val_loss: 0.0311995 | Time: 2673.44 ms [2021-03-05 12:51:42 main:581] : INFO : Epoch 622 | loss: 0.0310774 | val_loss: 0.0312035 | Time: 2680.25 ms [2021-03-05 12:51:45 main:581] : INFO : Epoch 623 | loss: 0.0310768 | val_loss: 0.0312018 | Time: 2698.68 ms [2021-03-05 12:51:47 main:581] : INFO : Epoch 624 | loss: 0.0310786 | val_loss: 0.0311995 | Time: 2671.11 ms [2021-03-05 12:51:50 main:581] : INFO : Epoch 625 | loss: 0.0310774 | val_loss: 0.0311959 | Time: 2678.71 ms [2021-03-05 12:51:53 main:581] : INFO : Epoch 626 | loss: 0.0310779 | val_loss: 0.0312105 | Time: 2696.82 ms [2021-03-05 12:51:55 main:581] : INFO : Epoch 627 | loss: 0.0310723 | val_loss: 0.0312153 | Time: 2668.24 ms [2021-03-05 12:51:58 main:581] : INFO : Epoch 628 | loss: 0.0310773 | val_loss: 0.0311946 | Time: 2687.84 ms [2021-03-05 12:52:01 main:581] : INFO : Epoch 629 | loss: 0.0310765 | val_loss: 0.0312035 | Time: 2671.29 ms [2021-03-05 12:52:03 main:581] : INFO : Epoch 630 | loss: 0.0310748 | val_loss: 0.0312097 | Time: 2711.45 ms [2021-03-05 12:52:06 main:581] : INFO : Epoch 631 | loss: 0.0310839 | val_loss: 0.0311988 | Time: 2684.81 ms [2021-03-05 12:52:09 main:581] : INFO : Epoch 632 | loss: 0.0310882 | val_loss: 0.0311938 | Time: 2695.3 ms [2021-03-05 12:52:11 main:581] : INFO : Epoch 633 | loss: 0.0310765 | val_loss: 0.0312121 | Time: 2698.77 ms [2021-03-05 12:52:14 main:581] : INFO : Epoch 634 | loss: 0.0310843 | val_loss: 0.0312033 | Time: 2674.1 ms [2021-03-05 12:52:17 main:581] : INFO : Epoch 635 | loss: 0.0310847 | val_loss: 0.0312164 | Time: 2686.44 ms [2021-03-05 12:52:19 main:581] : INFO : Epoch 636 | loss: 0.0310836 | val_loss: 0.031188 | Time: 2698.85 ms [2021-03-05 12:52:22 main:581] : INFO : Epoch 637 | loss: 0.0310885 | val_loss: 0.0312104 | Time: 2686.46 ms [2021-03-05 12:52:25 main:581] : INFO : Epoch 638 | loss: 0.0310831 | val_loss: 0.0312056 | Time: 2676.48 ms [2021-03-05 12:52:28 main:581] : INFO : Epoch 639 | loss: 0.0310812 | val_loss: 0.0311916 | Time: 2692.41 ms [2021-03-05 12:52:30 main:581] : INFO : Epoch 640 | loss: 0.0310823 | val_loss: 0.0312022 | Time: 2703.71 ms [2021-03-05 12:52:33 main:581] : INFO : Epoch 641 | loss: 0.0310831 | val_loss: 0.0311878 | Time: 2679.52 ms [2021-03-05 12:52:36 main:581] : INFO : Epoch 642 | loss: 0.031077 | val_loss: 0.0312083 | Time: 2696.96 ms [2021-03-05 12:52:38 main:581] : INFO : Epoch 643 | loss: 0.0310789 | val_loss: 0.0311966 | Time: 2700.89 ms [2021-03-05 12:52:41 main:581] : INFO : Epoch 644 | loss: 0.0310798 | val_loss: 0.0312051 | Time: 2696.93 ms [2021-03-05 12:52:44 main:581] : INFO : Epoch 645 | loss: 0.0310846 | val_loss: 0.0311962 | Time: 2695.95 ms [2021-03-05 12:52:46 main:581] : INFO : Epoch 646 | loss: 0.0310819 | val_loss: 0.0312054 | Time: 2697.2 ms [2021-03-05 12:52:49 main:581] : INFO : Epoch 647 | loss: 0.0310778 | val_loss: 0.0312008 | Time: 2694.69 ms [2021-03-05 12:52:52 main:581] : INFO : Epoch 648 | loss: 0.0310754 | val_loss: 0.0311985 | Time: 2677.11 ms [2021-03-05 12:52:54 main:581] : INFO : Epoch 649 | loss: 0.031079 | val_loss: 0.0311922 | Time: 2697.8 ms [2021-03-05 12:52:57 main:581] : INFO : Epoch 650 | loss: 0.0310875 | val_loss: 0.0312178 | Time: 2682.97 ms [2021-03-05 12:53:00 main:581] : INFO : Epoch 651 | loss: 0.0310796 | val_loss: 0.0311964 | Time: 2683.9 ms [2021-03-05 12:53:03 main:581] : INFO : Epoch 652 | loss: 0.0310751 | val_loss: 0.0311981 | Time: 2691.83 ms [2021-03-05 12:53:05 main:581] : INFO : Epoch 653 | loss: 0.0310799 | val_loss: 0.0311969 | Time: 2665.35 ms [2021-03-05 12:53:08 main:581] : INFO : Epoch 654 | loss: 0.0310759 | val_loss: 0.0311986 | Time: 2674.18 ms [2021-03-05 12:53:11 main:581] : INFO : Epoch 655 | loss: 0.0310826 | val_loss: 0.031197 | Time: 2691.73 ms [2021-03-05 12:53:13 main:581] : INFO : Epoch 656 | loss: 0.0310731 | val_loss: 0.0312162 | Time: 2708.04 ms [2021-03-05 12:53:16 main:581] : INFO : Epoch 657 | loss: 0.0310711 | val_loss: 0.0312092 | Time: 2704.53 ms [2021-03-05 12:53:19 main:581] : INFO : Epoch 658 | loss: 0.0310718 | val_loss: 0.0312084 | Time: 2674.8 ms [2021-03-05 12:53:21 main:581] : INFO : Epoch 659 | loss: 0.0310717 | val_loss: 0.0312039 | Time: 2672.54 ms [2021-03-05 12:53:24 main:581] : INFO : Epoch 660 | loss: 0.0311084 | val_loss: 0.0311827 | Time: 2699.18 ms [2021-03-05 12:53:27 main:581] : INFO : Epoch 661 | loss: 0.0311384 | val_loss: 0.0311746 | Time: 2680.53 ms [2021-03-05 12:53:29 main:581] : INFO : Epoch 662 | loss: 0.0311304 | val_loss: 0.0311687 | Time: 2701.61 ms [2021-03-05 12:53:32 main:581] : INFO : Epoch 663 | loss: 0.031119 | val_loss: 0.0311763 | Time: 2671.62 ms [2021-03-05 12:53:35 main:581] : INFO : Epoch 664 | loss: 0.0311143 | val_loss: 0.0311794 | Time: 2698.33 ms [2021-03-05 12:53:37 main:581] : INFO : Epoch 665 | loss: 0.031109 | val_loss: 0.0311841 | Time: 2673.9 ms [2021-03-05 12:53:40 main:581] : INFO : Epoch 666 | loss: 0.0311068 | val_loss: 0.0311779 | Time: 2697.97 ms [2021-03-05 12:53:43 main:581] : INFO : Epoch 667 | loss: 0.0311009 | val_loss: 0.0311858 | Time: 2695.48 ms [2021-03-05 12:53:46 main:581] : INFO : Epoch 668 | loss: 0.031099 | val_loss: 0.0311863 | Time: 2687.84 ms [2021-03-05 12:53:48 main:581] : INFO : Epoch 669 | loss: 0.0310999 | val_loss: 0.0311865 | Time: 2694.24 ms [2021-03-05 12:53:51 main:581] : INFO : Epoch 670 | loss: 0.031087 | val_loss: 0.0312011 | Time: 2707.97 ms [2021-03-05 12:53:54 main:581] : INFO : Epoch 671 | loss: 0.0311006 | val_loss: 0.0311813 | Time: 2702.09 ms [2021-03-05 12:53:56 main:581] : INFO : Epoch 672 | loss: 0.0310935 | val_loss: 0.0312116 | Time: 2669.03 ms [2021-03-05 12:53:59 main:581] : INFO : Epoch 673 | loss: 0.0310899 | val_loss: 0.0311957 | Time: 2690.61 ms [2021-03-05 12:54:02 main:581] : INFO : Epoch 674 | loss: 0.0310892 | val_loss: 0.0312037 | Time: 2690.98 ms [2021-03-05 12:54:04 main:581] : INFO : Epoch 675 | loss: 0.031087 | val_loss: 0.0311935 | Time: 2702.49 ms [2021-03-05 12:54:07 main:581] : INFO : Epoch 676 | loss: 0.0310956 | val_loss: 0.031196 | Time: 2683.93 ms [2021-03-05 12:54:10 main:581] : INFO : Epoch 677 | loss: 0.0310958 | val_loss: 0.0311887 | Time: 2696.26 ms [2021-03-05 12:54:12 main:581] : INFO : Epoch 678 | loss: 0.0310908 | val_loss: 0.0312133 | Time: 2694.16 ms [2021-03-05 12:54:15 main:581] : INFO : Epoch 679 | loss: 0.0310815 | val_loss: 0.0312017 | Time: 2679.14 ms [2021-03-05 12:54:18 main:581] : INFO : Epoch 680 | loss: 0.0310813 | val_loss: 0.0311938 | Time: 2680.14 ms [2021-03-05 12:54:21 main:581] : INFO : Epoch 681 | loss: 0.0310758 | val_loss: 0.031206 | Time: 2694.54 ms [2021-03-05 12:54:23 main:581] : INFO : Epoch 682 | loss: 0.0310789 | val_loss: 0.0312206 | Time: 2691.39 ms [2021-03-05 12:54:26 main:581] : INFO : Epoch 683 | loss: 0.0310792 | val_loss: 0.0312022 | Time: 2683.85 ms [2021-03-05 12:54:29 main:581] : INFO : Epoch 684 | loss: 0.0310773 | val_loss: 0.0312079 | Time: 2682.93 ms [2021-03-05 12:54:31 main:581] : INFO : Epoch 685 | loss: 0.0310719 | val_loss: 0.0312009 | Time: 2701.26 ms [2021-03-05 12:54:34 main:581] : INFO : Epoch 686 | loss: 0.0310681 | val_loss: 0.0311953 | Time: 2683.65 ms [2021-03-05 12:54:37 main:581] : INFO : Epoch 687 | loss: 0.0310672 | val_loss: 0.0312166 | Time: 2685.19 ms [2021-03-05 12:54:39 main:581] : INFO : Epoch 688 | loss: 0.031073 | val_loss: 0.03122 | Time: 2697.91 ms [2021-03-05 12:54:42 main:581] : INFO : Epoch 689 | loss: 0.0310761 | val_loss: 0.0312066 | Time: 2690.84 ms [2021-03-05 12:54:45 main:581] : INFO : Epoch 690 | loss: 0.0310712 | val_loss: 0.031192 | Time: 2683.91 ms [2021-03-05 12:54:47 main:581] : INFO : Epoch 691 | loss: 0.0310721 | val_loss: 0.0311963 | Time: 2678.76 ms [2021-03-05 12:54:50 main:581] : INFO : Epoch 692 | loss: 0.0310702 | val_loss: 0.0312037 | Time: 2685.07 ms [2021-03-05 12:54:53 main:581] : INFO : Epoch 693 | loss: 0.0310844 | val_loss: 0.0312316 | Time: 2683.14 ms [2021-03-05 12:54:55 main:581] : INFO : Epoch 694 | loss: 0.0310778 | val_loss: 0.0312124 | Time: 2687.05 ms [2021-03-05 12:54:58 main:581] : INFO : Epoch 695 | loss: 0.0310687 | val_loss: 0.0311995 | Time: 2679.18 ms [2021-03-05 12:55:01 main:581] : INFO : Epoch 696 | loss: 0.0310634 | val_loss: 0.0312033 | Time: 2698.03 ms [2021-03-05 12:55:04 main:581] : INFO : Epoch 697 | loss: 0.0310606 | val_loss: 0.0312028 | Time: 2697.4 ms [2021-03-05 12:55:06 main:581] : INFO : Epoch 698 | loss: 0.0310633 | val_loss: 0.031225 | Time: 2690.68 ms [2021-03-05 12:55:09 main:581] : INFO : Epoch 699 | loss: 0.0310635 | val_loss: 0.031202 | Time: 2689.82 ms [2021-03-05 12:55:12 main:581] : INFO : Epoch 700 | loss: 0.0310669 | val_loss: 0.0312203 | Time: 2683.83 ms [2021-03-05 12:55:14 main:581] : INFO : Epoch 701 | loss: 0.03107 | val_loss: 0.031202 | Time: 2691.63 ms [2021-03-05 12:55:17 main:581] : INFO : Epoch 702 | loss: 0.0310637 | val_loss: 0.0312092 | Time: 2691.73 ms [2021-03-05 12:55:20 main:581] : INFO : Epoch 703 | loss: 0.031061 | val_loss: 0.0312074 | Time: 2696.26 ms [2021-03-05 12:55:22 main:581] : INFO : Epoch 704 | loss: 0.0310635 | val_loss: 0.0312065 | Time: 2694.77 ms [2021-03-05 12:55:25 main:581] : INFO : Epoch 705 | loss: 0.0310671 | val_loss: 0.0312025 | Time: 2692.66 ms [2021-03-05 12:55:28 main:581] : INFO : Epoch 706 | loss: 0.0310694 | val_loss: 0.0312154 | Time: 2686.76 ms [2021-03-05 12:55:30 main:581] : INFO : Epoch 707 | loss: 0.0310687 | val_loss: 0.0312111 | Time: 2681.78 ms [2021-03-05 12:55:33 main:581] : INFO : Epoch 708 | loss: 0.0310767 | val_loss: 0.0312043 | Time: 2692.38 ms [2021-03-05 12:55:36 main:581] : INFO : Epoch 709 | loss: 0.0310777 | val_loss: 0.03121 | Time: 2662.29 ms [2021-03-05 12:55:38 main:581] : INFO : Epoch 710 | loss: 0.0310699 | val_loss: 0.0312112 | Time: 2702.66 ms [2021-03-05 12:55:41 main:581] : INFO : Epoch 711 | loss: 0.0310693 | val_loss: 0.031211 | Time: 2673.43 ms [2021-03-05 12:55:44 main:581] : INFO : Epoch 712 | loss: 0.0310691 | val_loss: 0.031204 | Time: 2684.12 ms [2021-03-05 12:55:47 main:581] : INFO : Epoch 713 | loss: 0.0310661 | val_loss: 0.0312092 | Time: 2687.75 ms [2021-03-05 12:55:49 main:581] : INFO : Epoch 714 | loss: 0.0310666 | val_loss: 0.0312083 | Time: 2698.39 ms [2021-03-05 12:55:52 main:581] : INFO : Epoch 715 | loss: 0.0310669 | val_loss: 0.0312029 | Time: 2689.19 ms [2021-03-05 12:55:55 main:581] : INFO : Epoch 716 | loss: 0.0310633 | val_loss: 0.0312154 | Time: 2705.82 ms [2021-03-05 12:55:57 main:581] : INFO : Epoch 717 | loss: 0.0310678 | val_loss: 0.0312116 | Time: 2694.7 ms [2021-03-05 12:56:00 main:581] : INFO : Epoch 718 | loss: 0.0310681 | val_loss: 0.0311992 | Time: 2682.51 ms [2021-03-05 12:56:03 main:581] : INFO : Epoch 719 | loss: 0.031067 | val_loss: 0.0312079 | Time: 2676.64 ms [2021-03-05 12:56:05 main:581] : INFO : Epoch 720 | loss: 0.0310827 | val_loss: 0.0312155 | Time: 2690.39 ms [2021-03-05 12:56:08 main:581] : INFO : Epoch 721 | loss: 0.0310873 | val_loss: 0.0312013 | Time: 2699.1 ms [2021-03-05 12:56:11 main:581] : INFO : Epoch 722 | loss: 0.0310746 | val_loss: 0.0312085 | Time: 2702.18 ms [2021-03-05 12:56:13 main:581] : INFO : Epoch 723 | loss: 0.031068 | val_loss: 0.0312035 | Time: 2700.23 ms [2021-03-05 12:56:16 main:581] : INFO : Epoch 724 | loss: 0.0310681 | val_loss: 0.0312028 | Time: 2694.17 ms [2021-03-05 12:56:19 main:581] : INFO : Epoch 725 | loss: 0.0310678 | val_loss: 0.0312036 | Time: 2695.97 ms [2021-03-05 12:56:22 main:581] : INFO : Epoch 726 | loss: 0.0310604 | val_loss: 0.0311992 | Time: 2725.23 ms [2021-03-05 12:56:24 main:581] : INFO : Epoch 727 | loss: 0.0310688 | val_loss: 0.0312284 | Time: 2731.27 ms [2021-03-05 12:56:27 main:581] : INFO : Epoch 728 | loss: 0.0310705 | val_loss: 0.0312083 | Time: 2701.24 ms [2021-03-05 12:56:30 main:581] : INFO : Epoch 729 | loss: 0.0310619 | val_loss: 0.0312135 | Time: 2714.82 ms [2021-03-05 12:56:33 main:581] : INFO : Epoch 730 | loss: 0.0310655 | val_loss: 0.0312129 | Time: 2733.26 ms [2021-03-05 12:56:35 main:581] : INFO : Epoch 731 | loss: 0.0310676 | val_loss: 0.0312142 | Time: 2753.72 ms [2021-03-05 12:56:38 main:581] : INFO : Epoch 732 | loss: 0.0310689 | val_loss: 0.0312039 | Time: 2738.34 ms [2021-03-05 12:56:41 main:581] : INFO : Epoch 733 | loss: 0.0310629 | val_loss: 0.0311999 | Time: 2690.65 ms [2021-03-05 12:56:43 main:581] : INFO : Epoch 734 | loss: 0.0310639 | val_loss: 0.0311934 | Time: 2706.41 ms [2021-03-05 12:56:46 main:581] : INFO : Epoch 735 | loss: 0.031062 | val_loss: 0.0312209 | Time: 2689.18 ms [2021-03-05 12:56:49 main:581] : INFO : Epoch 736 | loss: 0.0310594 | val_loss: 0.0312182 | Time: 2691.34 ms [2021-03-05 12:56:51 main:581] : INFO : Epoch 737 | loss: 0.0310896 | val_loss: 0.0312072 | Time: 2687.13 ms [2021-03-05 12:56:54 main:581] : INFO : Epoch 738 | loss: 0.0311039 | val_loss: 0.031206 | Time: 2696.19 ms [2021-03-05 12:56:57 main:581] : INFO : Epoch 739 | loss: 0.031091 | val_loss: 0.0312016 | Time: 2694.37 ms [2021-03-05 12:57:00 main:581] : INFO : Epoch 740 | loss: 0.0310767 | val_loss: 0.0312155 | Time: 2690.11 ms SIGSEGV: segmentation violation Stack trace (12 frames): ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x37df9c)[0x55cdd3841f9c] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7f29b98d93c0] /lib/x86_64-linux-gnu/libc.so.6(+0x499f6)[0x7f293b2029f6] /lib/x86_64-linux-gnu/libc.so.6(on_exit+0x0)[0x7f293b202be0] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379b25)[0x55cdd383db25] ../../projects/www.mlcathome.org_mlcathome/mlds-gpu_9.80_x86_64-pc-linux-gnu__cuda10200(+0x379bee)[0x55cdd383dbee] /lib/x86_64-linux-gnu/libpthread.so.0(+0x153c0)[0x7f29b98d93c0] /lib/x86_64-linux-gnu/libc.so.6(accept4+0x5e)[0x7f293b2dcc8e] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x1e4ce3)[0x7f291d984ce3] /usr/lib/x86_64-linux-gnu/libcuda.so.1(+0x286c36)[0x7f291da26c36] /lib/x86_64-linux-gnu/libpthread.so.0(+0x9609)[0x7f29b98cd609] /lib/x86_64-linux-gnu/libc.so.6(clone+0x43)[0x7f293b2db293] Exiting... </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)