Task 3398900
| Name | ParityMachine-1605454948-17546-9_1 |
| Workunit | 1627379 |
| Created | 23 Dec 2020, 17:02:11 UTC |
| Sent | 23 Dec 2020, 18:42:53 UTC |
| Report deadline | 30 Dec 2020, 18:42:53 UTC |
| Received | 23 Dec 2020, 22:03:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 49 min 58 sec |
| CPU time | 49 min 51 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.70 GB |
| Peak swap size | 48.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311287 | val_loss: 0.0311391 | Time: 2900.08 ms [2020-12-23 13:34:58 main:581] : INFO : Epoch 511 | loss: 0.0311259 | val_loss: 0.0311378 | Time: 2941.31 ms [2020-12-23 13:35:01 main:581] : INFO : Epoch 512 | loss: 0.0311254 | val_loss: 0.0311411 | Time: 2934.26 ms [2020-12-23 13:35:04 main:581] : INFO : Epoch 513 | loss: 0.031128 | val_loss: 0.0311364 | Time: 2940.25 ms [2020-12-23 13:35:07 main:581] : INFO : Epoch 514 | loss: 0.0311242 | val_loss: 0.0311396 | Time: 2884.61 ms [2020-12-23 13:35:10 main:581] : INFO : Epoch 515 | loss: 0.0311252 | val_loss: 0.0311363 | Time: 2906.16 ms [2020-12-23 13:35:13 main:581] : INFO : Epoch 516 | loss: 0.0311257 | val_loss: 0.0311365 | Time: 2906.87 ms [2020-12-23 13:35:16 main:581] : INFO : Epoch 517 | loss: 0.0311249 | val_loss: 0.0311401 | Time: 2866.82 ms [2020-12-23 13:35:19 main:581] : INFO : Epoch 518 | loss: 0.0311228 | val_loss: 0.031137 | Time: 2903.03 ms [2020-12-23 13:35:22 main:581] : INFO : Epoch 519 | loss: 0.0311223 | val_loss: 0.0311379 | Time: 2934.65 ms [2020-12-23 13:35:25 main:581] : INFO : Epoch 520 | loss: 0.0311242 | val_loss: 0.0311403 | Time: 2935.04 ms [2020-12-23 13:35:27 main:581] : INFO : Epoch 521 | loss: 0.0311243 | val_loss: 0.0311396 | Time: 2917.85 ms [2020-12-23 13:35:30 main:581] : INFO : Epoch 522 | loss: 0.0311246 | val_loss: 0.0311382 | Time: 2930.91 ms [2020-12-23 13:35:33 main:581] : INFO : Epoch 523 | loss: 0.0311255 | val_loss: 0.0311375 | Time: 2897.05 ms [2020-12-23 13:35:36 main:581] : INFO : Epoch 524 | loss: 0.0311235 | val_loss: 0.0311376 | Time: 2885.44 ms [2020-12-23 13:35:39 main:581] : INFO : Epoch 525 | loss: 0.0311237 | val_loss: 0.031136 | Time: 2915.54 ms [2020-12-23 13:35:42 main:581] : INFO : Epoch 526 | loss: 0.0311279 | val_loss: 0.031135 | Time: 2911.04 ms [2020-12-23 13:35:45 main:581] : INFO : Epoch 527 | loss: 0.0311272 | val_loss: 0.0311342 | Time: 2909.63 ms [2020-12-23 13:35:48 main:581] : INFO : Epoch 528 | loss: 0.0311242 | val_loss: 0.031136 | Time: 2926.5 ms [2020-12-23 13:35:51 main:581] : INFO : Epoch 529 | loss: 0.0311238 | val_loss: 0.0311359 | Time: 2930.93 ms [2020-12-23 13:35:54 main:581] : INFO : Epoch 530 | loss: 0.0311227 | val_loss: 0.0311355 | Time: 2905.46 ms [2020-12-23 13:35:57 main:581] : INFO : Epoch 531 | loss: 0.0311252 | val_loss: 0.0311354 | Time: 2868.12 ms [2020-12-23 13:35:59 main:581] : INFO : Epoch 532 | loss: 0.0311251 | val_loss: 0.0311362 | Time: 2915.21 ms [2020-12-23 13:36:02 main:581] : INFO : Epoch 533 | loss: 0.0311238 | val_loss: 0.0311364 | Time: 2932.3 ms [2020-12-23 13:36:05 main:581] : INFO : Epoch 534 | loss: 0.0311244 | val_loss: 0.0311362 | Time: 2937.48 ms [2020-12-23 13:36:08 main:581] : INFO : Epoch 535 | loss: 0.0311272 | val_loss: 0.031134 | Time: 2913 ms [2020-12-23 13:36:11 main:581] : INFO : Epoch 536 | loss: 0.0311259 | val_loss: 0.0311338 | Time: 2910.91 ms [2020-12-23 13:36:14 main:581] : INFO : Epoch 537 | loss: 0.0311252 | val_loss: 0.0311345 | Time: 2912.27 ms [2020-12-23 13:36:17 main:581] : INFO : Epoch 538 | loss: 0.0311236 | val_loss: 0.0311332 | Time: 2935.21 ms [2020-12-23 13:36:20 main:581] : INFO : Epoch 539 | loss: 0.0311261 | val_loss: 0.0311348 | Time: 2937.47 ms [2020-12-23 13:36:23 main:581] : INFO : Epoch 540 | loss: 0.0311227 | val_loss: 0.0311343 | Time: 2935.26 ms [2020-12-23 13:36:26 main:581] : INFO : Epoch 541 | loss: 0.0311217 | val_loss: 0.0311356 | Time: 2941.77 ms [2020-12-23 13:36:29 main:581] : INFO : Epoch 542 | loss: 0.0311231 | val_loss: 0.031135 | Time: 2923.88 ms [2020-12-23 13:36:32 main:581] : INFO : Epoch 543 | loss: 0.0311237 | val_loss: 0.0311336 | Time: 2926.21 ms [2020-12-23 13:36:35 main:581] : INFO : Epoch 544 | loss: 0.0311262 | val_loss: 0.0311325 | Time: 2862.42 ms [2020-12-23 13:36:37 main:581] : INFO : Epoch 545 | loss: 0.0311242 | val_loss: 0.0311328 | Time: 2907.42 ms [2020-12-23 13:36:40 main:581] : INFO : Epoch 546 | loss: 0.0311204 | val_loss: 0.031134 | Time: 2926.84 ms [2020-12-23 13:36:43 main:581] : INFO : Epoch 547 | loss: 0.0311197 | val_loss: 0.0311331 | Time: 2910.49 ms [2020-12-23 13:36:46 main:581] : INFO : Epoch 548 | loss: 0.0311197 | val_loss: 0.031137 | Time: 2922.02 ms [2020-12-23 13:36:49 main:581] : INFO : Epoch 549 | loss: 0.0311199 | val_loss: 0.0311344 | Time: 2902.3 ms [2020-12-23 13:36:52 main:581] : INFO : Epoch 550 | loss: 0.0311185 | val_loss: 0.031133 | Time: 2907.66 ms [2020-12-23 13:36:55 main:581] : INFO : Epoch 551 | loss: 0.0311176 | val_loss: 0.0311357 | Time: 2893.74 ms [2020-12-23 13:36:58 main:581] : INFO : Epoch 552 | loss: 0.0311228 | val_loss: 0.031135 | Time: 2938.09 ms [2020-12-23 13:37:01 main:581] : INFO : Epoch 553 | loss: 0.0311298 | val_loss: 0.0311416 | Time: 2919.71 ms [2020-12-23 13:37:04 main:581] : INFO : Epoch 554 | loss: 0.0311284 | val_loss: 0.0311387 | Time: 2910.83 ms [2020-12-23 13:37:07 main:581] : INFO : Epoch 555 | loss: 0.0311284 | val_loss: 0.0311378 | Time: 2928.04 ms [2020-12-23 13:37:10 main:581] : INFO : Epoch 556 | loss: 0.0311286 | val_loss: 0.0311373 | Time: 2931.38 ms [2020-12-23 13:37:12 main:581] : INFO : Epoch 557 | loss: 0.0311299 | val_loss: 0.0311366 | Time: 2931.99 ms [2020-12-23 13:37:15 main:581] : INFO : Epoch 558 | loss: 0.0311283 | val_loss: 0.0311395 | Time: 2921.53 ms [2020-12-23 13:37:18 main:581] : INFO : Epoch 559 | loss: 0.0311314 | val_loss: 0.0311359 | Time: 2914.46 ms [2020-12-23 13:37:21 main:581] : INFO : Epoch 560 | loss: 0.0311299 | val_loss: 0.031135 | Time: 2925.04 ms [2020-12-23 13:37:24 main:581] : INFO : Epoch 561 | loss: 0.0311282 | val_loss: 0.0311376 | Time: 2938.07 ms [2020-12-23 13:37:27 main:581] : INFO : Epoch 562 | loss: 0.0311311 | val_loss: 0.0311449 | Time: 2936.31 ms [2020-12-23 13:37:30 main:581] : INFO : Epoch 563 | loss: 0.0311278 | val_loss: 0.0311382 | Time: 2928.31 ms [2020-12-23 13:37:33 main:581] : INFO : Epoch 564 | loss: 0.031125 | val_loss: 0.0311366 | Time: 2933.03 ms [2020-12-23 13:37:36 main:581] : INFO : Epoch 565 | loss: 0.0311233 | val_loss: 0.0311361 | Time: 2937.83 ms [2020-12-23 13:37:39 main:581] : INFO : Epoch 566 | loss: 0.0311252 | val_loss: 0.0311365 | Time: 2935.6 ms [2020-12-23 13:37:42 main:581] : INFO : Epoch 567 | loss: 0.0311285 | val_loss: 0.0311382 | Time: 2935.79 ms [2020-12-23 13:37:45 main:581] : INFO : Epoch 568 | loss: 0.0311245 | val_loss: 0.0311384 | Time: 2929.5 ms [2020-12-23 13:37:48 main:581] : INFO : Epoch 569 | loss: 0.0311235 | val_loss: 0.0311377 | Time: 2936.07 ms [2020-12-23 13:37:51 main:581] : INFO : Epoch 570 | loss: 0.0311263 | val_loss: 0.0311428 | Time: 2933.79 ms [2020-12-23 13:37:54 main:581] : INFO : Epoch 571 | loss: 0.031124 | val_loss: 0.0311388 | Time: 2932.05 ms [2020-12-23 13:37:56 main:581] : INFO : Epoch 572 | loss: 0.0311233 | val_loss: 0.0311371 | Time: 2890.84 ms [2020-12-23 13:37:59 main:581] : INFO : Epoch 573 | loss: 0.0311283 | val_loss: 0.0311401 | Time: 2924.85 ms [2020-12-23 13:38:02 main:581] : INFO : Epoch 574 | loss: 0.0311285 | val_loss: 0.0311387 | Time: 2927.11 ms [2020-12-23 13:38:05 main:581] : INFO : Epoch 575 | loss: 0.0311284 | val_loss: 0.0311373 | Time: 2935.08 ms [2020-12-23 13:38:08 main:581] : INFO : Epoch 576 | loss: 0.0311273 | val_loss: 0.0311378 | Time: 2915.16 ms [2020-12-23 13:38:11 main:581] : INFO : Epoch 577 | loss: 0.0311256 | val_loss: 0.0311345 | Time: 2934.25 ms [2020-12-23 13:38:14 main:581] : INFO : Epoch 578 | loss: 0.0311229 | val_loss: 0.0311324 | Time: 2917.62 ms [2020-12-23 13:38:17 main:581] : INFO : Epoch 579 | loss: 0.0311247 | val_loss: 0.0311413 | Time: 2930.71 ms [2020-12-23 13:38:20 main:581] : INFO : Epoch 580 | loss: 0.031125 | val_loss: 0.0311457 | Time: 2936.2 ms [2020-12-23 13:38:23 main:581] : INFO : Epoch 581 | loss: 0.0311227 | val_loss: 0.0311396 | Time: 2934.99 ms [2020-12-23 13:38:26 main:581] : INFO : Epoch 582 | loss: 0.0311213 | val_loss: 0.0311381 | Time: 2934.6 ms [2020-12-23 13:38:29 main:581] : INFO : Epoch 583 | loss: 0.0311183 | val_loss: 0.0311375 | Time: 2939.64 ms [2020-12-23 13:38:32 main:581] : INFO : Epoch 584 | loss: 0.0311176 | val_loss: 0.0311377 | Time: 2930.66 ms [2020-12-23 13:38:35 main:581] : INFO : Epoch 585 | loss: 0.0311161 | val_loss: 0.0311359 | Time: 2932.34 ms [2020-12-23 13:38:37 main:581] : INFO : Epoch 586 | loss: 0.0311155 | val_loss: 0.0311369 | Time: 2935.14 ms [2020-12-23 13:38:40 main:581] : INFO : Epoch 587 | loss: 0.0311145 | val_loss: 0.0311399 | Time: 2891.88 ms [2020-12-23 13:38:43 main:581] : INFO : Epoch 588 | loss: 0.031118 | val_loss: 0.0311387 | Time: 2932.63 ms [2020-12-23 13:38:46 main:581] : INFO : Epoch 589 | loss: 0.0311198 | val_loss: 0.0311376 | Time: 2924.23 ms [2020-12-23 13:38:49 main:581] : INFO : Epoch 590 | loss: 0.0311221 | val_loss: 0.0311363 | Time: 2908.44 ms [2020-12-23 13:38:52 main:581] : INFO : Epoch 591 | loss: 0.0311203 | val_loss: 0.0311367 | Time: 2936.6 ms [2020-12-23 13:38:55 main:581] : INFO : Epoch 592 | loss: 0.0311188 | val_loss: 0.0311425 | Time: 2927.2 ms [2020-12-23 13:38:58 main:581] : INFO : Epoch 593 | loss: 0.0311163 | val_loss: 0.0311302 | Time: 2887.56 ms [2020-12-23 13:39:01 main:581] : INFO : Epoch 594 | loss: 0.0311137 | val_loss: 0.0311308 | Time: 2915.17 ms [2020-12-23 13:39:04 main:581] : INFO : Epoch 595 | loss: 0.0311135 | val_loss: 0.0311384 | Time: 2891.38 ms [2020-12-23 13:39:07 main:581] : INFO : Epoch 596 | loss: 0.0311141 | val_loss: 0.0311298 | Time: 2924.94 ms [2020-12-23 13:39:10 main:581] : INFO : Epoch 597 | loss: 0.031112 | val_loss: 0.0311285 | Time: 2926.41 ms [2020-12-23 13:39:12 main:581] : INFO : Epoch 598 | loss: 0.0311136 | val_loss: 0.0311331 | Time: 2930.42 ms [2020-12-23 13:39:15 main:581] : INFO : Epoch 599 | loss: 0.0311148 | val_loss: 0.0311311 | Time: 2930.62 ms [2020-12-23 13:39:18 main:581] : INFO : Epoch 600 | loss: 0.0311142 | val_loss: 0.0311314 | Time: 2927.29 ms [2020-12-23 13:39:21 main:581] : INFO : Epoch 601 | loss: 0.0311132 | val_loss: 0.0311329 | Time: 2910.1 ms [2020-12-23 13:39:24 main:581] : INFO : Epoch 602 | loss: 0.0311117 | val_loss: 0.0311311 | Time: 2909.75 ms [2020-12-23 13:39:27 main:581] : INFO : Epoch 603 | loss: 0.0311121 | val_loss: 0.0311286 | Time: 2925.54 ms [2020-12-23 13:39:30 main:581] : INFO : Epoch 604 | loss: 0.0311114 | val_loss: 0.0311324 | Time: 2929.54 ms [2020-12-23 13:39:33 main:581] : INFO : Epoch 605 | loss: 0.0311104 | val_loss: 0.0311314 | Time: 2938.69 ms [2020-12-23 13:39:36 main:581] : INFO : Epoch 606 | loss: 0.0311091 | val_loss: 0.0311293 | Time: 2936.39 ms [2020-12-23 13:39:39 main:581] : INFO : Epoch 607 | loss: 0.0311097 | val_loss: 0.0311361 | Time: 2934.29 ms [2020-12-23 13:39:42 main:581] : INFO : Epoch 608 | loss: 0.031109 | val_loss: 0.0311301 | Time: 2935.06 ms [2020-12-23 13:39:45 main:581] : INFO : Epoch 609 | loss: 0.0311099 | val_loss: 0.0311319 | Time: 2933.01 ms [2020-12-23 13:39:48 main:581] : INFO : Epoch 610 | loss: 0.0311081 | val_loss: 0.0311264 | Time: 2936.85 ms [2020-12-23 13:39:51 main:581] : INFO : Epoch 611 | loss: 0.0311072 | val_loss: 0.0311267 | Time: 2931.69 ms [2020-12-23 13:39:53 main:581] : INFO : Epoch 612 | loss: 0.0311085 | val_loss: 0.031129 | Time: 2937.41 ms [2020-12-23 13:39:56 main:581] : INFO : Epoch 613 | loss: 0.0311096 | val_loss: 0.0311263 | Time: 2933.45 ms [2020-12-23 13:39:59 main:581] : INFO : Epoch 614 | loss: 0.0311146 | val_loss: 0.0311345 | Time: 2923.87 ms [2020-12-23 13:40:02 main:581] : INFO : Epoch 615 | loss: 0.0311091 | val_loss: 0.0311296 | Time: 2889.79 ms [2020-12-23 13:40:05 main:581] : INFO : Epoch 616 | loss: 0.0311076 | val_loss: 0.0311286 | Time: 2900.34 ms [2020-12-23 13:40:08 main:581] : INFO : Epoch 617 | loss: 0.0311088 | val_loss: 0.031131 | Time: 2937.68 ms [2020-12-23 13:40:11 main:581] : INFO : Epoch 618 | loss: 0.031109 | val_loss: 0.0311278 | Time: 2915.42 ms [2020-12-23 13:40:14 main:581] : INFO : Epoch 619 | loss: 0.0311143 | val_loss: 0.0311318 | Time: 2934.15 ms [2020-12-23 13:40:17 main:581] : INFO : Epoch 620 | loss: 0.0311134 | val_loss: 0.0311307 | Time: 2938.45 ms [2020-12-23 13:40:20 main:581] : INFO : Epoch 621 | loss: 0.0311122 | val_loss: 0.0311334 | Time: 2919.07 ms [2020-12-23 13:40:23 main:581] : INFO : Epoch 622 | loss: 0.0311164 | val_loss: 0.0311304 | Time: 2918.62 ms [2020-12-23 13:40:26 main:581] : INFO : Epoch 623 | loss: 0.0311148 | val_loss: 0.0311318 | Time: 2894.9 ms [2020-12-23 13:40:29 main:581] : INFO : Epoch 624 | loss: 0.0311126 | val_loss: 0.0311306 | Time: 2934.31 ms [2020-12-23 13:40:31 main:581] : INFO : Epoch 625 | loss: 0.031112 | val_loss: 0.0311281 | Time: 2909.36 ms [2020-12-23 13:40:34 main:581] : INFO : Epoch 626 | loss: 0.0311101 | val_loss: 0.0311304 | Time: 2917.68 ms [2020-12-23 13:40:37 main:581] : INFO : Epoch 627 | loss: 0.0311094 | val_loss: 0.0311372 | Time: 2904.46 ms [2020-12-23 13:40:40 main:581] : INFO : Epoch 628 | loss: 0.0311148 | val_loss: 0.0311293 | Time: 2914.49 ms [2020-12-23 13:40:43 main:581] : INFO : Epoch 629 | loss: 0.0311136 | val_loss: 0.03113 | Time: 2926.1 ms [2020-12-23 13:40:46 main:581] : INFO : Epoch 630 | loss: 0.0311126 | val_loss: 0.0311282 | Time: 2893.04 ms [2020-12-23 13:40:49 main:581] : INFO : Epoch 631 | loss: 0.0311123 | val_loss: 0.0311258 | Time: 2928.1 ms [2020-12-23 13:40:52 main:581] : INFO : Epoch 632 | loss: 0.0311111 | val_loss: 0.0311272 | Time: 2929.43 ms [2020-12-23 13:40:55 main:581] : INFO : Epoch 633 | loss: 0.0311106 | val_loss: 0.0311307 | Time: 2929.96 ms [2020-12-23 13:40:58 main:581] : INFO : Epoch 634 | loss: 0.0311123 | val_loss: 0.0311331 | Time: 2923.08 ms [2020-12-23 13:41:01 main:581] : INFO : Epoch 635 | loss: 0.0311155 | val_loss: 0.0311352 | Time: 2925.99 ms [2020-12-23 13:41:04 main:581] : INFO : Epoch 636 | loss: 0.0311166 | val_loss: 0.0311333 | Time: 2928.09 ms [2020-12-23 13:41:06 main:581] : INFO : Epoch 637 | loss: 0.0311106 | val_loss: 0.0311292 | Time: 2932.21 ms [2020-12-23 13:41:09 main:581] : INFO : Epoch 638 | loss: 0.031109 | val_loss: 0.0311296 | Time: 2930.11 ms [2020-12-23 13:41:12 main:581] : INFO : Epoch 639 | loss: 0.0311081 | val_loss: 0.0311294 | Time: 2905.85 ms [2020-12-23 13:41:15 main:581] : INFO : Epoch 640 | loss: 0.0311069 | val_loss: 0.0311293 | Time: 2937.26 ms [2020-12-23 13:41:18 main:581] : INFO : Epoch 641 | loss: 0.0311102 | val_loss: 0.0311293 | Time: 2939.22 ms [2020-12-23 13:41:21 main:581] : INFO : Epoch 642 | loss: 0.0311076 | val_loss: 0.0311302 | Time: 2929.87 ms [2020-12-23 13:41:24 main:581] : INFO : Epoch 643 | loss: 0.0311093 | val_loss: 0.0311288 | Time: 2936.87 ms [2020-12-23 13:41:27 main:581] : INFO : Epoch 644 | loss: 0.0311093 | val_loss: 0.0311264 | Time: 2939.35 ms [2020-12-23 13:41:30 main:581] : INFO : Epoch 645 | loss: 0.0311044 | val_loss: 0.0311247 | Time: 2933.72 ms [2020-12-23 13:41:33 main:581] : INFO : Epoch 646 | loss: 0.0311033 | val_loss: 0.031125 | Time: 2936.22 ms [2020-12-23 13:41:36 main:581] : INFO : Epoch 647 | loss: 0.0311056 | val_loss: 0.031128 | Time: 2936.78 ms [2020-12-23 13:41:39 main:581] : INFO : Epoch 648 | loss: 0.0311058 | val_loss: 0.0311296 | Time: 2930.05 ms [2020-12-23 13:41:42 main:581] : INFO : Epoch 649 | loss: 0.031105 | val_loss: 0.0311303 | Time: 2920.92 ms [2020-12-23 13:41:45 main:581] : INFO : Epoch 650 | loss: 0.0311045 | val_loss: 0.031128 | Time: 2926.79 ms [2020-12-23 13:41:48 main:581] : INFO : Epoch 651 | loss: 0.0311069 | val_loss: 0.0311356 | Time: 2924.94 ms [2020-12-23 13:41:50 main:581] : INFO : Epoch 652 | loss: 0.0311078 | val_loss: 0.0311303 | Time: 2921.81 ms [2020-12-23 13:41:53 main:581] : INFO : Epoch 653 | loss: 0.031107 | val_loss: 0.0311351 | Time: 2933.39 ms [2020-12-23 13:41:56 main:581] : INFO : Epoch 654 | loss: 0.03111 | val_loss: 0.0311351 | Time: 2927.29 ms [2020-12-23 13:41:59 main:581] : INFO : Epoch 655 | loss: 0.0311096 | val_loss: 0.0311316 | Time: 2934.16 ms [2020-12-23 13:42:02 main:581] : INFO : Epoch 656 | loss: 0.0311079 | val_loss: 0.031134 | Time: 2895.99 ms [2020-12-23 13:42:05 main:581] : INFO : Epoch 657 | loss: 0.0311055 | val_loss: 0.031131 | Time: 2882.19 ms [2020-12-23 13:42:08 main:581] : INFO : Epoch 658 | loss: 0.0311077 | val_loss: 0.0311284 | Time: 2917.01 ms [2020-12-23 13:42:11 main:581] : INFO : Epoch 659 | loss: 0.0311052 | val_loss: 0.0311291 | Time: 2926.3 ms [2020-12-23 13:42:14 main:581] : INFO : Epoch 660 | loss: 0.0311032 | val_loss: 0.0311262 | Time: 2910.87 ms [2020-12-23 13:42:17 main:581] : INFO : Epoch 661 | loss: 0.0311017 | val_loss: 0.0311253 | Time: 2901.42 ms [2020-12-23 13:42:20 main:581] : INFO : Epoch 662 | loss: 0.0311016 | val_loss: 0.0311272 | Time: 2934.24 ms [2020-12-23 13:42:23 main:581] : INFO : Epoch 663 | loss: 0.0311038 | val_loss: 0.0311263 | Time: 2934.65 ms [2020-12-23 13:42:25 main:581] : INFO : Epoch 664 | loss: 0.0311046 | val_loss: 0.031136 | Time: 2878.44 ms [2020-12-23 13:42:28 main:581] : INFO : Epoch 665 | loss: 0.0311052 | val_loss: 0.0311278 | Time: 2920.62 ms [2020-12-23 13:42:31 main:581] : INFO : Epoch 666 | loss: 0.0311044 | val_loss: 0.0311372 | Time: 2924.53 ms [2020-12-23 13:42:34 main:581] : INFO : Epoch 667 | loss: 0.0311083 | val_loss: 0.0311298 | Time: 2913.46 ms [2020-12-23 13:42:37 main:581] : INFO : Epoch 668 | loss: 0.0311034 | val_loss: 0.0311325 | Time: 2901.41 ms [2020-12-23 13:42:40 main:581] : INFO : Epoch 669 | loss: 0.0311025 | val_loss: 0.0311379 | Time: 2910.58 ms [2020-12-23 13:42:43 main:581] : INFO : Epoch 670 | loss: 0.0311067 | val_loss: 0.031128 | Time: 2927.42 ms [2020-12-23 13:42:46 main:581] : INFO : Epoch 671 | loss: 0.031105 | val_loss: 0.0311321 | Time: 2922.09 ms [2020-12-23 13:42:49 main:581] : INFO : Epoch 672 | loss: 0.0311022 | val_loss: 0.031131 | Time: 2929.99 ms [2020-12-23 13:42:52 main:581] : INFO : Epoch 673 | loss: 0.0311016 | val_loss: 0.0311296 | Time: 2922.81 ms [2020-12-23 13:42:55 main:581] : INFO : Epoch 674 | loss: 0.0311009 | val_loss: 0.0311335 | Time: 2915.2 ms [2020-12-23 13:42:58 main:581] : INFO : Epoch 675 | loss: 0.0310998 | val_loss: 0.0311306 | Time: 2931.5 ms [2020-12-23 13:43:00 main:581] : INFO : Epoch 676 | loss: 0.0311001 | val_loss: 0.0311293 | Time: 2904.84 ms [2020-12-23 13:43:03 main:581] : INFO : Epoch 677 | loss: 0.0310991 | val_loss: 0.0311292 | Time: 2930.41 ms [2020-12-23 13:43:06 main:581] : INFO : Epoch 678 | loss: 0.0310988 | val_loss: 0.0311289 | Time: 2878.49 ms [2020-12-23 13:43:09 main:581] : INFO : Epoch 679 | loss: 0.0310985 | val_loss: 0.0311276 | Time: 2939.12 ms [2020-12-23 13:43:12 main:581] : INFO : Epoch 680 | loss: 0.031099 | val_loss: 0.0311379 | Time: 2924.34 ms [2020-12-23 13:43:15 main:581] : INFO : Epoch 681 | loss: 0.0311025 | val_loss: 0.0311309 | Time: 2926.26 ms [2020-12-23 13:43:18 main:581] : INFO : Epoch 682 | loss: 0.0311014 | val_loss: 0.0311284 | Time: 2925.71 ms [2020-12-23 13:43:21 main:581] : INFO : Epoch 683 | loss: 0.0311008 | val_loss: 0.031127 | Time: 2918.93 ms [2020-12-23 13:43:24 main:581] : INFO : Epoch 684 | loss: 0.0311014 | val_loss: 0.0311268 | Time: 2882.09 ms [2020-12-23 13:43:27 main:581] : INFO : Epoch 685 | loss: 0.0311 | val_loss: 0.0311285 | Time: 2906.03 ms [2020-12-23 13:43:30 main:581] : INFO : Epoch 686 | loss: 0.0311003 | val_loss: 0.0311278 | Time: 2919.74 ms [2020-12-23 13:43:33 main:581] : INFO : Epoch 687 | loss: 0.0311031 | val_loss: 0.0311459 | Time: 2927.59 ms [2020-12-23 13:43:35 main:581] : INFO : Epoch 688 | loss: 0.0311029 | val_loss: 0.0311277 | Time: 2921.49 ms [2020-12-23 13:43:38 main:581] : INFO : Epoch 689 | loss: 0.0310988 | val_loss: 0.031129 | Time: 2902.12 ms [2020-12-23 13:43:41 main:581] : INFO : Epoch 690 | loss: 0.031099 | val_loss: 0.0311301 | Time: 2906.64 ms [2020-12-23 13:43:44 main:581] : INFO : Epoch 691 | loss: 0.0311003 | val_loss: 0.031127 | Time: 2913.14 ms [2020-12-23 13:43:47 main:581] : INFO : Epoch 692 | loss: 0.0310986 | val_loss: 0.0311303 | Time: 2907.13 ms [2020-12-23 13:43:50 main:581] : INFO : Epoch 693 | loss: 0.0311022 | val_loss: 0.0311249 | Time: 2930.6 ms [2020-12-23 13:43:53 main:581] : INFO : Epoch 694 | loss: 0.0311021 | val_loss: 0.0311286 | Time: 2941.21 ms [2020-12-23 13:43:56 main:581] : INFO : Epoch 695 | loss: 0.0310997 | val_loss: 0.0311242 | Time: 2934.79 ms [2020-12-23 13:43:59 main:581] : INFO : Epoch 696 | loss: 0.0311011 | val_loss: 0.0311287 | Time: 2908.84 ms [2020-12-23 13:44:02 main:581] : INFO : Epoch 697 | loss: 0.031101 | val_loss: 0.0311312 | Time: 2920.59 ms [2020-12-23 13:44:05 main:581] : INFO : Epoch 698 | loss: 0.031101 | val_loss: 0.0311284 | Time: 2921.81 ms [2020-12-23 13:44:08 main:581] : INFO : Epoch 699 | loss: 0.031101 | val_loss: 0.0311279 | Time: 2896.65 ms [2020-12-23 13:44:10 main:581] : INFO : Epoch 700 | loss: 0.0310996 | val_loss: 0.0311289 | Time: 2901.04 ms [2020-12-23 13:44:13 main:581] : INFO : Epoch 701 | loss: 0.031099 | val_loss: 0.0311269 | Time: 2908.02 ms [2020-12-23 13:44:16 main:581] : INFO : Epoch 702 | loss: 0.0310983 | val_loss: 0.0311286 | Time: 2921.4 ms [2020-12-23 13:44:19 main:581] : INFO : Epoch 703 | loss: 0.0310988 | val_loss: 0.0311283 | Time: 2926.71 ms [2020-12-23 13:44:22 main:581] : INFO : Epoch 704 | loss: 0.0310981 | val_loss: 0.0311313 | Time: 2928.96 ms [2020-12-23 13:44:25 main:581] : INFO : Epoch 705 | loss: 0.0310991 | val_loss: 0.0311271 | Time: 2925.08 ms [2020-12-23 13:44:28 main:581] : INFO : Epoch 706 | loss: 0.0310982 | val_loss: 0.031137 | Time: 2916.85 ms [2020-12-23 13:44:31 main:581] : INFO : Epoch 707 | loss: 0.0311026 | val_loss: 0.0311315 | Time: 2901.34 ms [2020-12-23 13:44:34 main:581] : INFO : Epoch 708 | loss: 0.0311011 | val_loss: 0.0311295 | Time: 2910.94 ms [2020-12-23 13:44:37 main:581] : INFO : Epoch 709 | loss: 0.0310996 | val_loss: 0.0311277 | Time: 2922.95 ms [2020-12-23 13:44:40 main:581] : INFO : Epoch 710 | loss: 0.0310999 | val_loss: 0.031126 | Time: 2926.54 ms [2020-12-23 13:44:43 main:581] : INFO : Epoch 711 | loss: 0.031106 | val_loss: 0.0311254 | Time: 2930.56 ms [2020-12-23 13:44:45 main:581] : INFO : Epoch 712 | loss: 0.0311043 | val_loss: 0.0311224 | Time: 2839.39 ms [2020-12-23 13:44:48 main:581] : INFO : Epoch 713 | loss: 0.0311027 | val_loss: 0.0311232 | Time: 2917.06 ms [2020-12-23 13:44:51 main:581] : INFO : Epoch 714 | loss: 0.0311003 | val_loss: 0.0311253 | Time: 2932.45 ms [2020-12-23 13:44:54 main:581] : INFO : Epoch 715 | loss: 0.031101 | val_loss: 0.0311239 | Time: 2931.16 ms [2020-12-23 13:44:57 main:581] : INFO : Epoch 716 | loss: 0.0310996 | val_loss: 0.031124 | Time: 2923.5 ms [2020-12-23 13:45:00 main:581] : INFO : Epoch 717 | loss: 0.0310965 | val_loss: 0.0311231 | Time: 2933.25 ms [2020-12-23 13:45:03 main:581] : INFO : Epoch 718 | loss: 0.031096 | val_loss: 0.031125 | Time: 2932.9 ms [2020-12-23 13:45:06 main:581] : INFO : Epoch 719 | loss: 0.0310953 | val_loss: 0.0311236 | Time: 2933.9 ms [2020-12-23 13:45:09 main:581] : INFO : Epoch 720 | loss: 0.0310957 | val_loss: 0.0311253 | Time: 2927.91 ms [2020-12-23 13:45:12 main:581] : INFO : Epoch 721 | loss: 0.0310972 | val_loss: 0.0311272 | Time: 2922.36 ms [2020-12-23 13:45:15 main:581] : INFO : Epoch 722 | loss: 0.031098 | val_loss: 0.0311245 | Time: 2936.69 ms [2020-12-23 13:45:18 main:581] : INFO : Epoch 723 | loss: 0.0310967 | val_loss: 0.031124 | Time: 2934.6 ms [2020-12-23 13:45:21 main:581] : INFO : Epoch 724 | loss: 0.0310973 | val_loss: 0.0311267 | Time: 2933.26 ms [2020-12-23 13:45:24 main:581] : INFO : Epoch 725 | loss: 0.0310984 | val_loss: 0.0311254 | Time: 2941.13 ms [2020-12-23 13:45:26 main:581] : INFO : Epoch 726 | loss: 0.031096 | val_loss: 0.031124 | Time: 2924.85 ms [2020-12-23 13:45:29 main:581] : INFO : Epoch 727 | loss: 0.031096 | val_loss: 0.0311272 | Time: 2935.39 ms [2020-12-23 13:45:32 main:581] : INFO : Epoch 728 | loss: 0.0310959 | val_loss: 0.0311252 | Time: 2912.08 ms [2020-12-23 13:45:35 main:581] : INFO : Epoch 729 | loss: 0.0310951 | val_loss: 0.0311251 | Time: 2933.36 ms [2020-12-23 13:45:38 main:581] : INFO : Epoch 730 | loss: 0.0310942 | val_loss: 0.0311256 | Time: 2925.9 ms [2020-12-23 13:45:41 main:581] : INFO : Epoch 731 | loss: 0.0310929 | val_loss: 0.031124 | Time: 2925.66 ms [2020-12-23 13:45:44 main:581] : INFO : Epoch 732 | loss: 0.031094 | val_loss: 0.0311271 | Time: 2931.98 ms [2020-12-23 13:45:47 main:581] : INFO : Epoch 733 | loss: 0.0310989 | val_loss: 0.0311257 | Time: 2930.33 ms [2020-12-23 13:45:50 main:581] : INFO : Epoch 734 | loss: 0.0310984 | val_loss: 0.0311375 | Time: 2937.36 ms [2020-12-23 13:45:53 main:581] : INFO : Epoch 735 | loss: 0.0311007 | val_loss: 0.0311253 | Time: 2935.12 ms [2020-12-23 13:45:56 main:581] : INFO : Epoch 736 | loss: 0.0310986 | val_loss: 0.0311281 | Time: 2930.45 ms [2020-12-23 13:45:59 main:581] : INFO : Epoch 737 | loss: 0.0310994 | val_loss: 0.0311281 | Time: 2932.12 ms [2020-12-23 13:46:02 main:581] : INFO : Epoch 738 | loss: 0.0310974 | val_loss: 0.0311272 | Time: 2930.27 ms [2020-12-23 13:46:05 main:581] : INFO : Epoch 739 | loss: 0.0311014 | val_loss: 0.031134 | Time: 2928.2 ms [2020-12-23 13:46:07 main:581] : INFO : Epoch 740 | loss: 0.0310983 | val_loss: 0.0311296 | Time: 2927.21 ms [2020-12-23 13:46:10 main:581] : INFO : Epoch 741 | loss: 0.0311119 | val_loss: 0.0311291 | Time: 2925.77 ms [2020-12-23 13:46:13 main:581] : INFO : Epoch 742 | loss: 0.0311108 | val_loss: 0.0311283 | Time: 2932.37 ms [2020-12-23 13:46:16 main:581] : INFO : Epoch 743 | loss: 0.0311074 | val_loss: 0.0311289 | Time: 2930.13 ms [2020-12-23 13:46:19 main:581] : INFO : Epoch 744 | loss: 0.031103 | val_loss: 0.0311299 | Time: 2919.61 ms [2020-12-23 13:46:22 main:581] : INFO : Epoch 745 | loss: 0.0311028 | val_loss: 0.031128 | Time: 2922.1 ms [2020-12-23 13:46:25 main:581] : INFO : Epoch 746 | loss: 0.0311013 | val_loss: 0.0311315 | Time: 2927.08 ms [2020-12-23 13:46:28 main:581] : INFO : Epoch 747 | loss: 0.0310999 | val_loss: 0.0311273 | Time: 2927.4 ms [2020-12-23 13:46:31 main:581] : INFO : Epoch 748 | loss: 0.0311026 | val_loss: 0.0311238 | Time: 2868.31 ms [2020-12-23 13:46:34 main:581] : INFO : Epoch 749 | loss: 0.0311015 | val_loss: 0.0311224 | Time: 2911.36 ms [2020-12-23 13:46:37 main:581] : INFO : Epoch 750 | loss: 0.0311025 | val_loss: 0.031125 | Time: 2912 ms [2020-12-23 13:46:40 main:581] : INFO : Epoch 751 | loss: 0.0310991 | val_loss: 0.0311204 | Time: 2938.89 ms [2020-12-23 13:46:43 main:581] : INFO : Epoch 752 | loss: 0.031099 | val_loss: 0.0311235 | Time: 2911.58 ms [2020-12-23 13:46:45 main:581] : INFO : Epoch 753 | loss: 0.0310995 | val_loss: 0.0311252 | Time: 2930.05 ms [2020-12-23 13:46:48 main:581] : INFO : Epoch 754 | loss: 0.0310993 | val_loss: 0.0311245 | Time: 2934.72 ms [2020-12-23 13:46:51 main:581] : INFO : Epoch 755 | loss: 0.0310971 | val_loss: 0.0311235 | Time: 2904.52 ms [2020-12-23 13:46:54 main:581] : INFO : Epoch 756 | loss: 0.031098 | val_loss: 0.0311257 | Time: 2906.02 ms [2020-12-23 13:46:57 main:581] : INFO : Epoch 757 | loss: 0.0310993 | val_loss: 0.0311281 | Time: 2934.7 ms [2020-12-23 13:47:00 main:581] : INFO : Epoch 758 | loss: 0.0311 | val_loss: 0.0311232 | Time: 2938.34 ms [2020-12-23 13:47:03 main:581] : INFO : Epoch 759 | loss: 0.031099 | val_loss: 0.0311246 | Time: 2909.63 ms [2020-12-23 13:47:06 main:581] : INFO : Epoch 760 | loss: 0.0310991 | val_loss: 0.031121 | Time: 2930.12 ms [2020-12-23 13:47:09 main:581] : INFO : Epoch 761 | loss: 0.0310997 | val_loss: 0.0311214 | Time: 2934.48 ms [2020-12-23 13:47:12 main:581] : INFO : Epoch 762 | loss: 0.0310976 | val_loss: 0.0311255 | Time: 2920.38 ms [2020-12-23 13:47:15 main:581] : INFO : Epoch 763 | loss: 0.0310957 | val_loss: 0.0311227 | Time: 2925.33 ms [2020-12-23 13:47:18 main:581] : INFO : Epoch 764 | loss: 0.0310947 | val_loss: 0.0311278 | Time: 2941.76 ms [2020-12-23 13:47:21 main:581] : INFO : Epoch 765 | loss: 0.0310956 | val_loss: 0.0311247 | Time: 2917.73 ms [2020-12-23 13:47:23 main:581] : INFO : Epoch 766 | loss: 0.0310961 | val_loss: 0.0311246 | Time: 2926.47 ms [2020-12-23 13:47:26 main:581] : INFO : Epoch 767 | loss: 0.0310963 | val_loss: 0.0311224 | Time: 2934.85 ms [2020-12-23 13:47:29 main:581] : INFO : Epoch 768 | loss: 0.0310945 | val_loss: 0.0311261 | Time: 2928.04 ms [2020-12-23 13:47:32 main:581] : INFO : Epoch 769 | loss: 0.0310932 | val_loss: 0.0311235 | Time: 2926.31 ms [2020-12-23 13:47:35 main:581] : INFO : Epoch 770 | loss: 0.0310941 | val_loss: 0.0311322 | Time: 2937.45 ms [2020-12-23 13:47:38 main:581] : INFO : Epoch 771 | loss: 0.0310961 | val_loss: 0.0311242 | Time: 2933.77 ms [2020-12-23 13:47:41 main:581] : INFO : Epoch 772 | loss: 0.0310932 | val_loss: 0.0311252 | Time: 2946.83 ms [2020-12-23 13:47:44 main:581] : INFO : Epoch 773 | loss: 0.0310925 | val_loss: 0.0311217 | Time: 2922.37 ms [2020-12-23 13:47:47 main:581] : INFO : Epoch 774 | loss: 0.0310917 | val_loss: 0.0311274 | Time: 2903.44 ms [2020-12-23 13:47:50 main:581] : INFO : Epoch 775 | loss: 0.0310942 | val_loss: 0.0311225 | Time: 2899.16 ms [2020-12-23 13:47:53 main:581] : INFO : Epoch 776 | loss: 0.0310959 | val_loss: 0.0311235 | Time: 2868.66 ms [2020-12-23 13:47:56 main:581] : INFO : Epoch 777 | loss: 0.0310973 | val_loss: 0.0311272 | Time: 2917.93 ms [2020-12-23 13:47:59 main:581] : INFO : Epoch 778 | loss: 0.031105 | val_loss: 0.0311268 | Time: 2922.66 ms [2020-12-23 13:48:01 main:581] : INFO : Epoch 779 | loss: 0.0311018 | val_loss: 0.0311263 | Time: 2913.12 ms [2020-12-23 13:48:04 main:581] : INFO : Epoch 780 | loss: 0.0310998 | val_loss: 0.031126 | Time: 2923.35 ms [2020-12-23 13:48:07 main:581] : INFO : Epoch 781 | loss: 0.0311011 | val_loss: 0.0311234 | Time: 2930.09 ms [2020-12-23 13:48:10 main:581] : INFO : Epoch 782 | loss: 0.0311011 | val_loss: 0.0311237 | Time: 2925.2 ms [2020-12-23 13:48:13 main:581] : INFO : Epoch 783 | loss: 0.0310975 | val_loss: 0.0311243 | Time: 2929.29 ms [2020-12-23 13:48:16 main:581] : INFO : Epoch 784 | loss: 0.0310968 | val_loss: 0.0311213 | Time: 2925.1 ms [2020-12-23 13:48:19 main:581] : INFO : Epoch 785 | loss: 0.0310959 | val_loss: 0.0311205 | Time: 2942.02 ms [2020-12-23 13:48:22 main:581] : INFO : Epoch 786 | loss: 0.0310936 | val_loss: 0.0311206 | Time: 2911.42 ms [2020-12-23 13:48:25 main:581] : INFO : Epoch 787 | loss: 0.0310943 | val_loss: 0.0311229 | Time: 2935.55 ms [2020-12-23 13:48:28 main:581] : INFO : Epoch 788 | loss: 0.0310952 | val_loss: 0.0311246 | Time: 2919.69 ms [2020-12-23 13:48:31 main:581] : INFO : Epoch 789 | loss: 0.0310937 | val_loss: 0.0311203 | Time: 2942.26 ms [2020-12-23 13:48:34 main:581] : INFO : Epoch 790 | loss: 0.0310933 | val_loss: 0.0311186 | Time: 2926.31 ms [2020-12-23 13:48:37 main:581] : INFO : Epoch 791 | loss: 0.0310931 | val_loss: 0.0311198 | Time: 2921.07 ms [2020-12-23 13:48:40 main:581] : INFO : Epoch 792 | loss: 0.0310927 | val_loss: 0.0311199 | Time: 2927.65 ms [2020-12-23 13:48:42 main:581] : INFO : Epoch 793 | loss: 0.0310913 | val_loss: 0.0311218 | Time: 2937.12 ms [2020-12-23 13:48:45 main:581] : INFO : Epoch 794 | loss: 0.0310926 | val_loss: 0.0311191 | Time: 2935.34 ms [2020-12-23 13:48:48 main:581] : INFO : Epoch 795 | loss: 0.0310935 | val_loss: 0.0311323 | Time: 2934.87 ms [2020-12-23 13:48:51 main:581] : INFO : Epoch 796 | loss: 0.0310946 | val_loss: 0.0311187 | Time: 2915.01 ms [2020-12-23 13:48:54 main:581] : INFO : Epoch 797 | loss: 0.0310911 | val_loss: 0.0311214 | Time: 2935.36 ms [2020-12-23 13:48:57 main:581] : INFO : Epoch 798 | loss: 0.0310932 | val_loss: 0.0311272 | Time: 2930.29 ms [2020-12-23 13:49:00 main:581] : INFO : Epoch 799 | loss: 0.0310913 | val_loss: 0.0311202 | Time: 2927.14 ms [2020-12-23 13:49:03 main:581] : INFO : Epoch 800 | loss: 0.0310917 | val_loss: 0.0311224 | Time: 2937.35 ms [2020-12-23 13:49:06 main:581] : INFO : Epoch 801 | loss: 0.0310917 | val_loss: 0.0311209 | Time: 2910.09 ms [2020-12-23 13:49:09 main:581] : INFO : Epoch 802 | loss: 0.0310952 | val_loss: 0.0311209 | Time: 2917.64 ms [2020-12-23 13:49:12 main:581] : INFO : Epoch 803 | loss: 0.0310955 | val_loss: 0.0311198 | Time: 2919.4 ms [2020-12-23 13:49:15 main:581] : INFO : Epoch 804 | loss: 0.0310984 | val_loss: 0.0311184 | Time: 2854.37 ms [2020-12-23 13:49:17 main:581] : INFO : Epoch 805 | loss: 0.0310944 | val_loss: 0.0311221 | Time: 2913.8 ms [2020-12-23 13:49:20 main:581] : INFO : Epoch 806 | loss: 0.0310948 | val_loss: 0.0311219 | Time: 2928.55 ms [2020-12-23 13:49:23 main:581] : INFO : Epoch 807 | loss: 0.0310984 | val_loss: 0.0311213 | Time: 2925.51 ms [2020-12-23 13:49:26 main:581] : INFO : Epoch 808 | loss: 0.0310975 | val_loss: 0.0311244 | Time: 2922.6 ms [2020-12-23 13:49:29 main:581] : INFO : Epoch 809 | loss: 0.0310975 | val_loss: 0.0311236 | Time: 2938.88 ms [2020-12-23 13:49:32 main:581] : INFO : Epoch 810 | loss: 0.0310984 | val_loss: 0.0311204 | Time: 2923.2 ms [2020-12-23 13:49:35 main:581] : INFO : Epoch 811 | loss: 0.0310945 | val_loss: 0.0311241 | Time: 2925.67 ms [2020-12-23 13:49:38 main:581] : INFO : Epoch 812 | loss: 0.0310947 | val_loss: 0.0311206 | Time: 2918.79 ms [2020-12-23 13:49:41 main:581] : INFO : Epoch 813 | loss: 0.0310929 | val_loss: 0.0311241 | Time: 2926.06 ms [2020-12-23 13:49:44 main:581] : INFO : Epoch 814 | loss: 0.0310962 | val_loss: 0.0311224 | Time: 2928.6 ms [2020-12-23 13:49:47 main:581] : INFO : Epoch 815 | loss: 0.0310943 | val_loss: 0.0311249 | Time: 2938.61 ms [2020-12-23 13:49:50 main:581] : INFO : Epoch 816 | loss: 0.0310912 | val_loss: 0.0311205 | Time: 2919.26 ms [2020-12-23 13:49:53 main:581] : INFO : Epoch 817 | loss: 0.031092 | val_loss: 0.0311225 | Time: 2911.33 ms [2020-12-23 13:49:56 main:581] : INFO : Epoch 818 | loss: 0.0310919 | val_loss: 0.0311234 | Time: 2931.23 ms [2020-12-23 13:49:58 main:581] : INFO : Epoch 819 | loss: 0.0310934 | val_loss: 0.0311207 | Time: 2938.52 ms [2020-12-23 13:50:01 main:581] : INFO : Epoch 820 | loss: 0.0310976 | val_loss: 0.0311243 | Time: 2940.95 ms [2020-12-23 13:50:04 main:581] : INFO : Epoch 821 | loss: 0.0310976 | val_loss: 0.0311223 | Time: 2919.85 ms [2020-12-23 13:50:07 main:581] : INFO : Epoch 822 | loss: 0.0310959 | val_loss: 0.0311258 | Time: 2925.66 ms [2020-12-23 13:50:10 main:581] : INFO : Epoch 823 | loss: 0.0310947 | val_loss: 0.0311233 | Time: 2927.87 ms [2020-12-23 13:50:13 main:581] : INFO : Epoch 824 | loss: 0.0310939 | val_loss: 0.0311218 | Time: 2903.23 ms [2020-12-23 13:50:16 main:581] : INFO : Epoch 825 | loss: 0.0310934 | val_loss: 0.0311228 | Time: 2902.42 ms [2020-12-23 13:50:19 main:581] : INFO : Epoch 826 | loss: 0.0310952 | val_loss: 0.031127 | Time: 2926.22 ms [2020-12-23 13:50:22 main:581] : INFO : Epoch 827 | loss: 0.0310952 | val_loss: 0.0311271 | Time: 2911.62 ms [2020-12-23 13:50:25 main:581] : INFO : Epoch 828 | loss: 0.0310924 | val_loss: 0.0311272 | Time: 2913.03 ms [2020-12-23 13:50:28 main:581] : INFO : Epoch 829 | loss: 0.0310904 | val_loss: 0.0311245 | Time: 2928.17 ms [2020-12-23 13:50:31 main:581] : INFO : Epoch 830 | loss: 0.0310891 | val_loss: 0.0311251 | Time: 2922.27 ms [2020-12-23 13:50:33 main:581] : INFO : Epoch 831 | loss: 0.0310887 | val_loss: 0.0311229 | Time: 2903.15 ms [2020-12-23 13:50:36 main:581] : INFO : Epoch 832 | loss: 0.0310889 | val_loss: 0.0311214 | Time: 2929.8 ms [2020-12-23 13:50:39 main:581] : INFO : Epoch 833 | loss: 0.0310879 | val_loss: 0.0311214 | Time: 2928.41 ms [2020-12-23 13:50:42 main:581] : INFO : Epoch 834 | loss: 0.0310899 | val_loss: 0.0311238 | Time: 2932.62 ms [2020-12-23 13:50:45 main:581] : INFO : Epoch 835 | loss: 0.0311024 | val_loss: 0.0311342 | Time: 2930.56 ms [2020-12-23 13:50:48 main:581] : INFO : Epoch 836 | loss: 0.0311174 | val_loss: 0.0311341 | Time: 2916.76 ms [2020-12-23 13:50:51 main:581] : INFO : Epoch 837 | loss: 0.0311134 | val_loss: 0.0311348 | Time: 2929.63 ms [2020-12-23 13:50:54 main:581] : INFO : Epoch 838 | loss: 0.0311113 | val_loss: 0.031129 | Time: 2922 ms [2020-12-23 13:50:57 main:581] : INFO : Epoch 839 | loss: 0.0311057 | val_loss: 0.0311334 | Time: 2872.4 ms [2020-12-23 13:51:00 main:581] : INFO : Epoch 840 | loss: 0.0311033 | val_loss: 0.0311332 | Time: 2928.22 ms [2020-12-23 13:51:03 main:581] : INFO : Epoch 841 | loss: 0.0311032 | val_loss: 0.0311325 | Time: 2932.12 ms [2020-12-23 13:51:06 main:581] : INFO : Epoch 842 | loss: 0.0311026 | val_loss: 0.0311302 | Time: 2926.51 ms [2020-12-23 13:51:09 main:581] : INFO : Epoch 843 | loss: 0.0311018 | val_loss: 0.031131 | Time: 2911.66 ms [2020-12-23 13:51:11 main:581] : INFO : Epoch 844 | loss: 0.0311012 | val_loss: 0.0311285 | Time: 2929.08 ms [2020-12-23 13:51:14 main:581] : INFO : Epoch 845 | loss: 0.0310996 | val_loss: 0.031132 | Time: 2924.92 ms [2020-12-23 13:51:17 main:581] : INFO : Epoch 846 | loss: 0.0310991 | val_loss: 0.0311293 | Time: 2921.81 ms [2020-12-23 13:51:20 main:581] : INFO : Epoch 847 | loss: 0.0310987 | val_loss: 0.0311315 | Time: 2925.04 ms [2020-12-23 13:51:23 main:581] : INFO : Epoch 848 | loss: 0.0310991 | val_loss: 0.0311304 | Time: 2914.47 ms [2020-12-23 13:51:26 main:581] : INFO : Epoch 849 | loss: 0.0311004 | val_loss: 0.0311315 | Time: 2923.29 ms [2020-12-23 13:51:29 main:581] : INFO : Epoch 850 | loss: 0.0311067 | val_loss: 0.0311273 | Time: 2916.68 ms [2020-12-23 13:51:32 main:581] : INFO : Epoch 851 | loss: 0.0311049 | val_loss: 0.0311273 | Time: 2917.7 ms [2020-12-23 13:51:35 main:581] : INFO : Epoch 852 | loss: 0.0311 | val_loss: 0.0311261 | Time: 2917.85 ms [2020-12-23 13:51:38 main:581] : INFO : Epoch 853 | loss: 0.031099 | val_loss: 0.0311267 | Time: 2922.6 ms [2020-12-23 13:51:41 main:581] : INFO : Epoch 854 | loss: 0.0310973 | val_loss: 0.0311285 | Time: 2915.92 ms [2020-12-23 13:51:44 main:581] : INFO : Epoch 855 | loss: 0.0310982 | val_loss: 0.0311244 | Time: 2920.72 ms [2020-12-23 13:51:47 main:581] : INFO : Epoch 856 | loss: 0.0310982 | val_loss: 0.031123 | Time: 2920.33 ms [2020-12-23 13:51:49 main:581] : INFO : Epoch 857 | loss: 0.031097 | val_loss: 0.0311297 | Time: 2923.46 ms [2020-12-23 13:51:52 main:581] : INFO : Epoch 858 | loss: 0.0310962 | val_loss: 0.0311206 | Time: 2923 ms [2020-12-23 13:51:55 main:581] : INFO : Epoch 859 | loss: 0.0310959 | val_loss: 0.0311207 | Time: 2933.15 ms [2020-12-23 13:51:58 main:581] : INFO : Epoch 860 | loss: 0.0310943 | val_loss: 0.0311263 | Time: 2927.89 ms [2020-12-23 13:52:01 main:581] : INFO : Epoch 861 | loss: 0.0310969 | val_loss: 0.0311284 | Time: 2934.32 ms [2020-12-23 13:52:04 main:581] : INFO : Epoch 862 | loss: 0.0311035 | val_loss: 0.0311286 | Time: 2931.29 ms [2020-12-23 13:52:07 main:581] : INFO : Epoch 863 | loss: 0.031101 | val_loss: 0.0311298 | Time: 2923.69 ms [2020-12-23 13:52:10 main:581] : INFO : Epoch 864 | loss: 0.0310998 | val_loss: 0.0311284 | Time: 2923.66 ms [2020-12-23 13:52:13 main:581] : INFO : Epoch 865 | loss: 0.031101 | val_loss: 0.0311315 | Time: 2923.79 ms [2020-12-23 13:52:16 main:581] : INFO : Epoch 866 | loss: 0.0310989 | val_loss: 0.0311293 | Time: 2925.48 ms [2020-12-23 13:52:19 main:581] : INFO : Epoch 867 | loss: 0.0310994 | val_loss: 0.0311264 | Time: 2933.77 ms [2020-12-23 13:52:22 main:581] : INFO : Epoch 868 | loss: 0.0311007 | val_loss: 0.0311269 | Time: 2895.04 ms [2020-12-23 13:52:25 main:581] : INFO : Epoch 869 | loss: 0.0311006 | val_loss: 0.0311282 | Time: 2930.88 ms [2020-12-23 13:52:28 main:581] : INFO : Epoch 870 | loss: 0.0310991 | val_loss: 0.0311271 | Time: 2927.32 ms [2020-12-23 13:52:30 main:581] : INFO : Epoch 871 | loss: 0.0311016 | val_loss: 0.0311294 | Time: 2893.59 ms [2020-12-23 13:52:33 main:581] : INFO : Epoch 872 | loss: 0.031101 | val_loss: 0.031127 | Time: 2931.48 ms [2020-12-23 13:52:36 main:581] : INFO : Epoch 873 | loss: 0.0311012 | val_loss: 0.0311286 | Time: 2889.62 ms [2020-12-23 13:52:39 main:581] : INFO : Epoch 874 | loss: 0.0310972 | val_loss: 0.0311248 | Time: 2857.37 ms [2020-12-23 13:52:42 main:581] : INFO : Epoch 875 | loss: 0.0310945 | val_loss: 0.0311242 | Time: 2919.66 ms [2020-12-23 13:52:45 main:581] : INFO : Epoch 876 | loss: 0.0310943 | val_loss: 0.0311243 | Time: 2933.2 ms [2020-12-23 13:52:48 main:581] : INFO : Epoch 877 | loss: 0.0310982 | val_loss: 0.0311335 | Time: 2933.93 ms [2020-12-23 13:52:51 main:581] : INFO : Epoch 878 | loss: 0.0310988 | val_loss: 0.0311272 | Time: 2931.97 ms [2020-12-23 13:52:54 main:581] : INFO : Epoch 879 | loss: 0.0310976 | val_loss: 0.0311235 | Time: 2931.32 ms [2020-12-23 13:52:57 main:581] : INFO : Epoch 880 | loss: 0.0310948 | val_loss: 0.0311222 | Time: 2936.89 ms [2020-12-23 13:53:00 main:581] : INFO : Epoch 881 | loss: 0.0310937 | val_loss: 0.0311254 | Time: 2926.62 ms [2020-12-23 13:53:03 main:581] : INFO : Epoch 882 | loss: 0.031092 | val_loss: 0.0311226 | Time: 2914.91 ms [2020-12-23 13:53:05 main:581] : INFO : Epoch 883 | loss: 0.0310916 | val_loss: 0.0311238 | Time: 2928.27 ms [2020-12-23 13:53:08 main:581] : INFO : Epoch 884 | loss: 0.0310924 | val_loss: 0.0311267 | Time: 2933.59 ms [2020-12-23 13:53:11 main:581] : INFO : Epoch 885 | loss: 0.031092 | val_loss: 0.031129 | Time: 2924.8 ms [2020-12-23 13:53:14 main:581] : INFO : Epoch 886 | loss: 0.0310963 | val_loss: 0.031129 | Time: 2931.42 ms [2020-12-23 13:53:17 main:581] : INFO : Epoch 887 | loss: 0.031106 | val_loss: 0.0311279 | Time: 2923.27 ms [2020-12-23 13:53:20 main:581] : INFO : Epoch 888 | loss: 0.0311053 | val_loss: 0.0311257 | Time: 2910.67 ms [2020-12-23 13:53:23 main:581] : INFO : Epoch 889 | loss: 0.0311038 | val_loss: 0.0311268 | Time: 2895.74 ms [2020-12-23 13:53:26 main:581] : INFO : Epoch 890 | loss: 0.0311027 | val_loss: 0.0311296 | Time: 2895.95 ms [2020-12-23 13:53:29 main:581] : INFO : Epoch 891 | loss: 0.0311069 | val_loss: 0.0311282 | Time: 2921.99 ms [2020-12-23 13:53:32 main:581] : INFO : Epoch 892 | loss: 0.0311086 | val_loss: 0.031128 | Time: 2923.5 ms [2020-12-23 13:53:35 main:581] : INFO : Epoch 893 | loss: 0.0311078 | val_loss: 0.031125 | Time: 2919.74 ms [2020-12-23 13:53:37 main:581] : INFO : Epoch 894 | loss: 0.0311066 | val_loss: 0.0311261 | Time: 2874.25 ms [2020-12-23 13:53:40 main:581] : INFO : Epoch 895 | loss: 0.0311043 | val_loss: 0.031126 | Time: 2874.64 ms [2020-12-23 13:53:43 main:581] : INFO : Epoch 896 | loss: 0.0311028 | val_loss: 0.0311289 | Time: 2914.49 ms [2020-12-23 13:53:46 main:581] : INFO : Epoch 897 | loss: 0.0311037 | val_loss: 0.0311268 | Time: 2918.45 ms [2020-12-23 13:53:49 main:581] : INFO : Epoch 898 | loss: 0.0311027 | val_loss: 0.0311274 | Time: 2924.34 ms [2020-12-23 13:53:52 main:581] : INFO : Epoch 899 | loss: 0.0311025 | val_loss: 0.0311269 | Time: 2921.31 ms [2020-12-23 13:53:55 main:581] : INFO : Epoch 900 | loss: 0.0311018 | val_loss: 0.0311253 | Time: 2923.41 ms [2020-12-23 13:53:58 main:581] : INFO : Epoch 901 | loss: 0.0311026 | val_loss: 0.031123 | Time: 2927.32 ms [2020-12-23 13:54:01 main:581] : INFO : Epoch 902 | loss: 0.0311023 | val_loss: 0.0311244 | Time: 2904.25 ms [2020-12-23 13:54:04 main:581] : INFO : Epoch 903 | loss: 0.0311017 | val_loss: 0.0311267 | Time: 2931.38 ms [2020-12-23 13:54:07 main:581] : INFO : Epoch 904 | loss: 0.0311009 | val_loss: 0.0311276 | Time: 2923.04 ms [2020-12-23 13:54:10 main:581] : INFO : Epoch 905 | loss: 0.0311013 | val_loss: 0.0311322 | Time: 2924.48 ms [2020-12-23 13:54:13 main:581] : INFO : Epoch 906 | loss: 0.0311003 | val_loss: 0.0311271 | Time: 2926.41 ms [2020-12-23 13:54:15 main:581] : INFO : Epoch 907 | loss: 0.0311032 | val_loss: 0.0311374 | Time: 2919.56 ms [2020-12-23 13:54:18 main:581] : INFO : Epoch 908 | loss: 0.0311107 | val_loss: 0.0311315 | Time: 2882.66 ms [2020-12-23 13:54:21 main:581] : INFO : Epoch 909 | loss: 0.0311072 | val_loss: 0.0311297 | Time: 2901.72 ms [2020-12-23 13:54:24 main:581] : INFO : Epoch 910 | loss: 0.0311031 | val_loss: 0.0311333 | Time: 2862.03 ms [2020-12-23 13:54:27 main:581] : INFO : Epoch 911 | loss: 0.0311002 | val_loss: 0.031129 | Time: 2930.67 ms [2020-12-23 13:54:30 main:581] : INFO : Epoch 912 | loss: 0.0311002 | val_loss: 0.0311305 | Time: 2927.04 ms [2020-12-23 13:54:33 main:581] : INFO : Epoch 913 | loss: 0.0310998 | val_loss: 0.0311273 | Time: 2932.79 ms [2020-12-23 13:54:36 main:581] : INFO : Epoch 914 | loss: 0.0310966 | val_loss: 0.0311269 | Time: 2928.91 ms [2020-12-23 13:54:39 main:581] : INFO : Epoch 915 | loss: 0.0310965 | val_loss: 0.0311307 | Time: 2922.18 ms [2020-12-23 13:54:42 main:581] : INFO : Epoch 916 | loss: 0.0310965 | val_loss: 0.0311311 | Time: 2923.89 ms [2020-12-23 13:54:45 main:581] : INFO : Epoch 917 | loss: 0.0310951 | val_loss: 0.0311312 | Time: 2929.39 ms [2020-12-23 13:54:48 main:581] : INFO : Epoch 918 | loss: 0.0310946 | val_loss: 0.0311344 | Time: 2930.17 ms [2020-12-23 13:54:50 main:581] : INFO : Epoch 919 | loss: 0.0310983 | val_loss: 0.0311368 | Time: 2926.48 ms [2020-12-23 13:54:53 main:581] : INFO : Epoch 920 | loss: 0.0310997 | val_loss: 0.0311304 | Time: 2923.46 ms [2020-12-23 13:54:56 main:581] : INFO : Epoch 921 | loss: 0.0310978 | val_loss: 0.0311325 | Time: 2924.38 ms [2020-12-23 13:54:59 main:581] : INFO : Epoch 922 | loss: 0.0310967 | val_loss: 0.0311346 | Time: 2915.9 ms [2020-12-23 13:55:02 main:581] : INFO : Epoch 923 | loss: 0.0310955 | val_loss: 0.031135 | Time: 2926.09 ms [2020-12-23 13:55:05 main:581] : INFO : Epoch 924 | loss: 0.0310979 | val_loss: 0.0311361 | Time: 2928.68 ms [2020-12-23 13:55:08 main:581] : INFO : Epoch 925 | loss: 0.0310944 | val_loss: 0.0311336 | Time: 2928.13 ms [2020-12-23 13:55:11 main:581] : INFO : Epoch 926 | loss: 0.0310965 | val_loss: 0.0311305 | Time: 2931.69 ms [2020-12-23 13:55:14 main:581] : INFO : Epoch 927 | loss: 0.0310948 | val_loss: 0.0311303 | Time: 2906.12 ms [2020-12-23 13:55:17 main:581] : INFO : Epoch 928 | loss: 0.0310949 | val_loss: 0.0311322 | Time: 2931.48 ms [2020-12-23 13:55:20 main:581] : INFO : Epoch 929 | loss: 0.0310923 | val_loss: 0.0311269 | Time: 2925.8 ms [2020-12-23 13:55:23 main:581] : INFO : Epoch 930 | loss: 0.0310942 | val_loss: 0.0311255 | Time: 2925.55 ms [2020-12-23 13:55:26 main:581] : INFO : Epoch 931 | loss: 0.0310929 | val_loss: 0.031124 | Time: 2924.89 ms [2020-12-23 13:55:28 main:581] : INFO : Epoch 932 | loss: 0.0310926 | val_loss: 0.0311288 | Time: 2922.2 ms [2020-12-23 13:55:31 main:581] : INFO : Epoch 933 | loss: 0.0310929 | val_loss: 0.031131 | Time: 2925.97 ms [2020-12-23 13:55:34 main:581] : INFO : Epoch 934 | loss: 0.0310919 | val_loss: 0.0311277 | Time: 2919.22 ms [2020-12-23 13:55:37 main:581] : INFO : Epoch 935 | loss: 0.0310934 | val_loss: 0.0311277 | Time: 2926.21 ms [2020-12-23 13:55:40 main:581] : INFO : Epoch 936 | loss: 0.0310959 | val_loss: 0.031126 | Time: 2908.32 ms [2020-12-23 13:55:43 main:581] : INFO : Epoch 937 | loss: 0.0310957 | val_loss: 0.0311302 | Time: 2913.42 ms [2020-12-23 13:55:46 main:581] : INFO : Epoch 938 | loss: 0.0310951 | val_loss: 0.0311333 | Time: 2921.74 ms [2020-12-23 13:55:49 main:581] : INFO : Epoch 939 | loss: 0.0310945 | val_loss: 0.0311298 | Time: 2920.55 ms [2020-12-23 13:55:52 main:581] : INFO : Epoch 940 | loss: 0.0310921 | val_loss: 0.0311301 | Time: 2919.05 ms [2020-12-23 13:55:55 main:581] : INFO : Epoch 941 | loss: 0.0310925 | val_loss: 0.0311309 | Time: 2931.92 ms [2020-12-23 13:55:58 main:581] : INFO : Epoch 942 | loss: 0.0310948 | val_loss: 0.0311363 | Time: 2920.55 ms [2020-12-23 13:56:01 main:581] : INFO : Epoch 943 | loss: 0.0310946 | val_loss: 0.0311342 | Time: 2895.41 ms [2020-12-23 13:56:03 main:581] : INFO : Epoch 944 | loss: 0.0310936 | val_loss: 0.0311325 | Time: 2921.14 ms [2020-12-23 13:56:06 main:581] : INFO : Epoch 945 | loss: 0.0310943 | val_loss: 0.0311325 | Time: 2921.08 ms [2020-12-23 13:56:09 main:581] : INFO : Epoch 946 | loss: 0.0310926 | val_loss: 0.0311287 | Time: 2925.68 ms [2020-12-23 13:56:12 main:581] : INFO : Epoch 947 | loss: 0.0310917 | val_loss: 0.0311353 | Time: 2925.9 ms [2020-12-23 13:56:15 main:581] : INFO : Epoch 948 | loss: 0.0310922 | val_loss: 0.0311294 | Time: 2909.07 ms [2020-12-23 13:56:18 main:581] : INFO : Epoch 949 | loss: 0.0310908 | val_loss: 0.0311322 | Time: 2930.52 ms [2020-12-23 13:56:21 main:581] : INFO : Epoch 950 | loss: 0.0310923 | val_loss: 0.0311271 | Time: 2923.8 ms [2020-12-23 13:56:24 main:581] : INFO : Epoch 951 | loss: 0.0310916 | val_loss: 0.0311271 | Time: 2927.93 ms [2020-12-23 13:56:27 main:581] : INFO : Epoch 952 | loss: 0.0310939 | val_loss: 0.0311293 | Time: 2920.51 ms [2020-12-23 13:56:30 main:581] : INFO : Epoch 953 | loss: 0.0310931 | val_loss: 0.0311338 | Time: 2929.81 ms [2020-12-23 13:56:33 main:581] : INFO : Epoch 954 | loss: 0.0310932 | val_loss: 0.0311267 | Time: 2923.88 ms [2020-12-23 13:56:36 main:581] : INFO : Epoch 955 | loss: 0.0310935 | val_loss: 0.0311254 | Time: 2916.94 ms [2020-12-23 13:56:39 main:581] : INFO : Epoch 956 | loss: 0.0310938 | val_loss: 0.0311282 | Time: 2919.81 ms [2020-12-23 13:56:41 main:581] : INFO : Epoch 957 | loss: 0.0310969 | val_loss: 0.0311275 | Time: 2913.53 ms [2020-12-23 13:56:44 main:581] : INFO : Epoch 958 | loss: 0.0310982 | val_loss: 0.0311282 | Time: 2914.19 ms [2020-12-23 13:56:47 main:581] : INFO : Epoch 959 | loss: 0.0310985 | val_loss: 0.0311263 | Time: 2930.98 ms [2020-12-23 13:56:50 main:581] : INFO : Epoch 960 | loss: 0.0310988 | val_loss: 0.0311313 | Time: 2918.17 ms [2020-12-23 13:56:53 main:581] : INFO : Epoch 961 | loss: 0.0311025 | val_loss: 0.0311392 | Time: 2925.56 ms [2020-12-23 13:56:56 main:581] : INFO : Epoch 962 | loss: 0.0311074 | val_loss: 0.0311318 | Time: 2914.14 ms [2020-12-23 13:56:59 main:581] : INFO : Epoch 963 | loss: 0.0310988 | val_loss: 0.0311285 | Time: 2923.97 ms [2020-12-23 13:57:02 main:581] : INFO : Epoch 964 | loss: 0.0310963 | val_loss: 0.0311277 | Time: 2919.8 ms [2020-12-23 13:57:05 main:581] : INFO : Epoch 965 | loss: 0.0310973 | val_loss: 0.0311282 | Time: 2929.3 ms [2020-12-23 13:57:08 main:581] : INFO : Epoch 966 | loss: 0.0310955 | val_loss: 0.0311205 | Time: 2867.72 ms [2020-12-23 13:57:11 main:581] : INFO : Epoch 967 | loss: 0.0310953 | val_loss: 0.0311252 | Time: 2930.11 ms [2020-12-23 13:57:14 main:581] : INFO : Epoch 968 | loss: 0.0310941 | val_loss: 0.0311242 | Time: 2934.15 ms [2020-12-23 13:57:17 main:581] : INFO : Epoch 969 | loss: 0.0310925 | val_loss: 0.0311279 | Time: 2925.61 ms [2020-12-23 13:57:19 main:581] : INFO : Epoch 970 | loss: 0.0310919 | val_loss: 0.0311262 | Time: 2933.47 ms [2020-12-23 13:57:22 main:581] : INFO : Epoch 971 | loss: 0.0310935 | val_loss: 0.0311259 | Time: 2936.94 ms [2020-12-23 13:57:25 main:581] : INFO : Epoch 972 | loss: 0.0310925 | val_loss: 0.0311262 | Time: 2923.96 ms [2020-12-23 13:57:28 main:581] : INFO : Epoch 973 | loss: 0.0310913 | val_loss: 0.0311249 | Time: 2913.93 ms [2020-12-23 13:57:31 main:581] : INFO : Epoch 974 | loss: 0.0310911 | val_loss: 0.0311291 | Time: 2929.48 ms [2020-12-23 13:57:34 main:581] : INFO : Epoch 975 | loss: 0.0310911 | val_loss: 0.0311268 | Time: 2927.37 ms [2020-12-23 13:57:37 main:581] : INFO : Epoch 976 | loss: 0.0310905 | val_loss: 0.0311262 | Time: 2906.2 ms [2020-12-23 13:57:40 main:581] : INFO : Epoch 977 | loss: 0.0310907 | val_loss: 0.0311292 | Time: 2917.9 ms [2020-12-23 13:57:43 main:581] : INFO : Epoch 978 | loss: 0.0310913 | val_loss: 0.0311263 | Time: 2927.93 ms [2020-12-23 13:57:46 main:581] : INFO : Epoch 979 | loss: 0.0310908 | val_loss: 0.0311234 | Time: 2908.41 ms [2020-12-23 13:57:49 main:581] : INFO : Epoch 980 | loss: 0.0310919 | val_loss: 0.0311229 | Time: 2905.78 ms [2020-12-23 13:57:52 main:581] : INFO : Epoch 981 | loss: 0.0310911 | val_loss: 0.0311237 | Time: 2902.96 ms [2020-12-23 13:57:55 main:581] : INFO : Epoch 982 | loss: 0.0310893 | val_loss: 0.0311251 | Time: 2938.23 ms [2020-12-23 13:57:57 main:581] : INFO : Epoch 983 | loss: 0.0310905 | val_loss: 0.0311232 | Time: 2931.36 ms [2020-12-23 13:58:00 main:581] : INFO : Epoch 984 | loss: 0.0310911 | val_loss: 0.0311262 | Time: 2941.68 ms [2020-12-23 13:58:03 main:581] : INFO : Epoch 985 | loss: 0.031092 | val_loss: 0.0311261 | Time: 2877.74 ms [2020-12-23 13:58:06 main:581] : INFO : Epoch 986 | loss: 0.0310913 | val_loss: 0.0311252 | Time: 2914.62 ms [2020-12-23 13:58:09 main:581] : INFO : Epoch 987 | loss: 0.0310881 | val_loss: 0.0311264 | Time: 2934.98 ms [2020-12-23 13:58:12 main:581] : INFO : Epoch 988 | loss: 0.0310884 | val_loss: 0.0311246 | Time: 2929.23 ms [2020-12-23 13:58:15 main:581] : INFO : Epoch 989 | loss: 0.0310888 | val_loss: 0.0311306 | Time: 2929.36 ms [2020-12-23 13:58:18 main:581] : INFO : Epoch 990 | loss: 0.0310884 | val_loss: 0.0311233 | Time: 2928.99 ms [2020-12-23 13:58:21 main:581] : INFO : Epoch 991 | loss: 0.0310871 | val_loss: 0.0311261 | Time: 2918.49 ms [2020-12-23 13:58:24 main:581] : INFO : Epoch 992 | loss: 0.0310871 | val_loss: 0.0311271 | Time: 2927.41 ms [2020-12-23 13:58:27 main:581] : INFO : Epoch 993 | loss: 0.0310891 | val_loss: 0.0311296 | Time: 2927.99 ms [2020-12-23 13:58:30 main:581] : INFO : Epoch 994 | loss: 0.0310924 | val_loss: 0.0311267 | Time: 2929.09 ms [2020-12-23 13:58:33 main:581] : INFO : Epoch 995 | loss: 0.0310907 | val_loss: 0.0311258 | Time: 2929.51 ms [2020-12-23 13:58:35 main:581] : INFO : Epoch 996 | loss: 0.0310908 | val_loss: 0.0311248 | Time: 2921.05 ms [2020-12-23 13:58:38 main:581] : INFO : Epoch 997 | loss: 0.0310898 | val_loss: 0.0311361 | Time: 2928.41 ms [2020-12-23 13:58:41 main:581] : INFO : Epoch 998 | loss: 0.0310922 | val_loss: 0.0311322 | Time: 2930.09 ms [2020-12-23 13:58:44 main:581] : INFO : Epoch 999 | loss: 0.0310918 | val_loss: 0.0311224 | Time: 2926.65 ms [2020-12-23 13:58:47 main:581] : INFO : Epoch 1000 | loss: 0.0310903 | val_loss: 0.0311278 | Time: 2911.6 ms [2020-12-23 13:58:50 main:581] : INFO : Epoch 1001 | loss: 0.0310906 | val_loss: 0.0311303 | Time: 2932.27 ms [2020-12-23 13:58:53 main:581] : INFO : Epoch 1002 | loss: 0.0310895 | val_loss: 0.0311236 | Time: 2925.51 ms [2020-12-23 13:58:56 main:581] : INFO : Epoch 1003 | loss: 0.0310895 | val_loss: 0.0311245 | Time: 2922.88 ms [2020-12-23 13:58:59 main:581] : INFO : Epoch 1004 | loss: 0.0310925 | val_loss: 0.0311269 | Time: 2917.98 ms [2020-12-23 13:59:02 main:581] : INFO : Epoch 1005 | loss: 0.0310892 | val_loss: 0.031125 | Time: 2930.69 ms [2020-12-23 13:59:05 main:581] : INFO : Epoch 1006 | loss: 0.0310891 | val_loss: 0.031123 | Time: 2918.14 ms [2020-12-23 13:59:08 main:581] : INFO : Epoch 1007 | loss: 0.0310905 | val_loss: 0.0311315 | Time: 2923.57 ms [2020-12-23 13:59:11 main:581] : INFO : Epoch 1008 | loss: 0.0310918 | val_loss: 0.0311269 | Time: 2926.03 ms [2020-12-23 13:59:13 main:581] : INFO : Epoch 1009 | loss: 0.0310883 | val_loss: 0.0311238 | Time: 2929.84 ms [2020-12-23 13:59:16 main:581] : INFO : Epoch 1010 | loss: 0.0310886 | val_loss: 0.0311293 | Time: 2931.98 ms [2020-12-23 13:59:19 main:581] : INFO : Epoch 1011 | loss: 0.031092 | val_loss: 0.0311311 | Time: 2923.76 ms [2020-12-23 13:59:22 main:581] : INFO : Epoch 1012 | loss: 0.0310893 | val_loss: 0.0311282 | Time: 2929.91 ms [2020-12-23 13:59:25 main:581] : INFO : Epoch 1013 | loss: 0.0310883 | val_loss: 0.0311265 | Time: 2926.08 ms [2020-12-23 13:59:28 main:581] : INFO : Epoch 1014 | loss: 0.0310868 | val_loss: 0.0311256 | Time: 2911.95 ms [2020-12-23 13:59:31 main:581] : INFO : Epoch 1015 | loss: 0.0310865 | val_loss: 0.031126 | Time: 2922.31 ms [2020-12-23 13:59:34 main:581] : INFO : Epoch 1016 | loss: 0.0310855 | val_loss: 0.0311329 | Time: 2917.1 ms [2020-12-23 13:59:37 main:581] : INFO : Epoch 1017 | loss: 0.0310884 | val_loss: 0.0311292 | Time: 2923.42 ms [2020-12-23 13:59:40 main:581] : INFO : Epoch 1018 | loss: 0.0310881 | val_loss: 0.031123 | Time: 2918.11 ms [2020-12-23 13:59:43 main:581] : INFO : Epoch 1019 | loss: 0.0310878 | val_loss: 0.0311274 | Time: 2929.75 ms [2020-12-23 13:59:46 main:581] : INFO : Epoch 1020 | loss: 0.0310883 | val_loss: 0.0311258 | Time: 2933.58 ms [2020-12-23 13:59:49 main:581] : INFO : Epoch 1021 | loss: 0.0310873 | val_loss: 0.0311261 | Time: 2928.34 ms [2020-12-23 13:59:52 main:581] : INFO : Epoch 1022 | loss: 0.0310865 | val_loss: 0.0311277 | Time: 2923.53 ms [2020-12-23 13:59:54 main:581] : INFO : Epoch 1023 | loss: 0.0310896 | val_loss: 0.03113 | Time: 2916.09 ms [2020-12-23 13:59:57 main:581] : INFO : Epoch 1024 | loss: 0.0310966 | val_loss: 0.0311262 | Time: 2920.41 ms [2020-12-23 13:59:57 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311262 [2020-12-23 13:59:57 main:610] : INFO : Saving end state to config to file [2020-12-23 13:59:57 main:615] : INFO : Success, exiting.. 13:59:57 (2508154): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)