Task 3181550
| Name | EightBitModified-1606530081-20907-3_0 |
| Workunit | 1476139 |
| Created | 5 Dec 2020, 10:32:28 UTC |
| Sent | 10 Dec 2020, 10:40:25 UTC |
| Report deadline | 17 Dec 2020, 10:40:25 UTC |
| Received | 10 Dec 2020, 13:27:25 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 44 min 51 sec |
| CPU time | 43 min 15 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 530 | loss: 0.00010568 | val_loss: 0.000120918 | Time: 2554.28 ms [2020-12-10 14:05:44 main:574] : INFO : Epoch 531 | loss: 0.00010602 | val_loss: 0.000120414 | Time: 2505.38 ms [2020-12-10 14:05:47 main:574] : INFO : Epoch 532 | loss: 0.000105622 | val_loss: 0.000120272 | Time: 2488.62 ms [2020-12-10 14:05:49 main:574] : INFO : Epoch 533 | loss: 0.000105505 | val_loss: 0.000120788 | Time: 2533.83 ms [2020-12-10 14:05:52 main:574] : INFO : Epoch 534 | loss: 0.000109466 | val_loss: 0.000124091 | Time: 2588.61 ms [2020-12-10 14:05:54 main:574] : INFO : Epoch 535 | loss: 0.000106779 | val_loss: 0.000120887 | Time: 2654.84 ms [2020-12-10 14:05:57 main:574] : INFO : Epoch 536 | loss: 0.000105647 | val_loss: 0.000120388 | Time: 2490.74 ms [2020-12-10 14:06:00 main:574] : INFO : Epoch 537 | loss: 0.000105511 | val_loss: 0.000120287 | Time: 2557.84 ms [2020-12-10 14:06:02 main:574] : INFO : Epoch 538 | loss: 0.000105536 | val_loss: 0.000120515 | Time: 2545.42 ms [2020-12-10 14:06:05 main:574] : INFO : Epoch 539 | loss: 0.000105994 | val_loss: 0.000121927 | Time: 2584.63 ms [2020-12-10 14:06:07 main:574] : INFO : Epoch 540 | loss: 0.000111365 | val_loss: 0.00012539 | Time: 2598.28 ms [2020-12-10 14:06:10 main:574] : INFO : Epoch 541 | loss: 0.000107293 | val_loss: 0.000121176 | Time: 2563.85 ms [2020-12-10 14:06:13 main:574] : INFO : Epoch 542 | loss: 0.000106123 | val_loss: 0.000121481 | Time: 2645.87 ms [2020-12-10 14:06:15 main:574] : INFO : Epoch 543 | loss: 0.000105713 | val_loss: 0.000120345 | Time: 2612.65 ms [2020-12-10 14:06:18 main:574] : INFO : Epoch 544 | loss: 0.000106697 | val_loss: 0.00012239 | Time: 2557.03 ms [2020-12-10 14:06:21 main:574] : INFO : Epoch 545 | loss: 0.000108312 | val_loss: 0.000123017 | Time: 2570.63 ms [2020-12-10 14:06:23 main:574] : INFO : Epoch 546 | loss: 0.000107159 | val_loss: 0.000122855 | Time: 2509.45 ms [2020-12-10 14:06:26 main:574] : INFO : Epoch 547 | loss: 0.000108864 | val_loss: 0.000123139 | Time: 2567.74 ms [2020-12-10 14:06:28 main:574] : INFO : Epoch 548 | loss: 0.000111747 | val_loss: 0.000123599 | Time: 2628.39 ms [2020-12-10 14:06:31 main:574] : INFO : Epoch 549 | loss: 0.000107273 | val_loss: 0.000121319 | Time: 2504.91 ms [2020-12-10 14:06:33 main:574] : INFO : Epoch 550 | loss: 0.000105736 | val_loss: 0.000120884 | Time: 2521.01 ms [2020-12-10 14:06:36 main:574] : INFO : Epoch 551 | loss: 0.000108926 | val_loss: 0.000122902 | Time: 2612.27 ms [2020-12-10 14:06:39 main:574] : INFO : Epoch 552 | loss: 0.000108633 | val_loss: 0.000121566 | Time: 2519.28 ms [2020-12-10 14:06:41 main:574] : INFO : Epoch 553 | loss: 0.00010978 | val_loss: 0.000133012 | Time: 2544.83 ms [2020-12-10 14:06:44 main:574] : INFO : Epoch 554 | loss: 0.00011035 | val_loss: 0.000121211 | Time: 2473.73 ms [2020-12-10 14:06:46 main:574] : INFO : Epoch 555 | loss: 0.000106728 | val_loss: 0.000121167 | Time: 2616.47 ms [2020-12-10 14:06:49 main:574] : INFO : Epoch 556 | loss: 0.000107937 | val_loss: 0.000127582 | Time: 2568.93 ms [2020-12-10 14:06:52 main:574] : INFO : Epoch 557 | loss: 0.000110384 | val_loss: 0.000122367 | Time: 2572.43 ms [2020-12-10 14:06:54 main:574] : INFO : Epoch 558 | loss: 0.000106331 | val_loss: 0.000120546 | Time: 2482.73 ms [2020-12-10 14:06:57 main:574] : INFO : Epoch 559 | loss: 0.000107778 | val_loss: 0.000136075 | Time: 2572.5 ms [2020-12-10 14:06:59 main:574] : INFO : Epoch 560 | loss: 0.000134788 | val_loss: 0.000136199 | Time: 2521.16 ms [2020-12-10 14:07:02 main:574] : INFO : Epoch 561 | loss: 0.000111421 | val_loss: 0.000122047 | Time: 2595.35 ms [2020-12-10 14:07:04 main:574] : INFO : Epoch 562 | loss: 0.000106591 | val_loss: 0.000120367 | Time: 2561.85 ms [2020-12-10 14:07:07 main:574] : INFO : Epoch 563 | loss: 0.000105082 | val_loss: 0.000120045 | Time: 2636.02 ms [2020-12-10 14:07:10 main:574] : INFO : Epoch 564 | loss: 0.000105249 | val_loss: 0.000120311 | Time: 2579.68 ms [2020-12-10 14:07:12 main:574] : INFO : Epoch 565 | loss: 0.000106216 | val_loss: 0.000123332 | Time: 2494.58 ms [2020-12-10 14:07:15 main:574] : INFO : Epoch 566 | loss: 0.000112237 | val_loss: 0.000122585 | Time: 2574.61 ms [2020-12-10 14:07:18 main:574] : INFO : Epoch 567 | loss: 0.000106882 | val_loss: 0.000120847 | Time: 2566.26 ms [2020-12-10 14:07:20 main:574] : INFO : Epoch 568 | loss: 0.000105971 | val_loss: 0.000122252 | Time: 2545.85 ms [2020-12-10 14:07:23 main:574] : INFO : Epoch 569 | loss: 0.000112223 | val_loss: 0.000135416 | Time: 2535.69 ms [2020-12-10 14:07:25 main:574] : INFO : Epoch 570 | loss: 0.00011918 | val_loss: 0.000122962 | Time: 2600.15 ms [2020-12-10 14:07:28 main:574] : INFO : Epoch 571 | loss: 0.000107707 | val_loss: 0.000121142 | Time: 2548.5 ms [2020-12-10 14:07:31 main:574] : INFO : Epoch 572 | loss: 0.000105978 | val_loss: 0.00011993 | Time: 2499.6 ms [2020-12-10 14:07:33 main:574] : INFO : Epoch 573 | loss: 0.000106014 | val_loss: 0.000127814 | Time: 2508.24 ms [2020-12-10 14:07:36 main:574] : INFO : Epoch 574 | loss: 0.000124489 | val_loss: 0.000126337 | Time: 2566.52 ms [2020-12-10 14:07:38 main:574] : INFO : Epoch 575 | loss: 0.000110328 | val_loss: 0.000123361 | Time: 2530.85 ms [2020-12-10 14:07:41 main:574] : INFO : Epoch 576 | loss: 0.000107228 | val_loss: 0.000120364 | Time: 2514.63 ms [2020-12-10 14:07:43 main:574] : INFO : Epoch 577 | loss: 0.000105933 | val_loss: 0.00012304 | Time: 2586.47 ms [2020-12-10 14:07:46 main:574] : INFO : Epoch 578 | loss: 0.000110095 | val_loss: 0.000123613 | Time: 2555.05 ms [2020-12-10 14:07:49 main:574] : INFO : Epoch 579 | loss: 0.000109422 | val_loss: 0.000124331 | Time: 2534.74 ms [2020-12-10 14:07:51 main:574] : INFO : Epoch 580 | loss: 0.000110608 | val_loss: 0.000123946 | Time: 2541.93 ms [2020-12-10 14:07:54 main:574] : INFO : Epoch 581 | loss: 0.000107725 | val_loss: 0.000121484 | Time: 2562.16 ms [2020-12-10 14:07:56 main:574] : INFO : Epoch 582 | loss: 0.000111585 | val_loss: 0.000123656 | Time: 2562.33 ms [2020-12-10 14:07:59 main:574] : INFO : Epoch 583 | loss: 0.000144783 | val_loss: 0.000142465 | Time: 2608.63 ms [2020-12-10 14:08:02 main:574] : INFO : Epoch 584 | loss: 0.000167163 | val_loss: 0.000257707 | Time: 2585.13 ms [2020-12-10 14:08:04 main:574] : INFO : Epoch 585 | loss: 0.000459417 | val_loss: 0.000309023 | Time: 2580.71 ms [2020-12-10 14:08:07 main:574] : INFO : Epoch 586 | loss: 0.000230536 | val_loss: 0.000206835 | Time: 2528.32 ms [2020-12-10 14:08:09 main:574] : INFO : Epoch 587 | loss: 0.000156558 | val_loss: 0.000147692 | Time: 2485.91 ms [2020-12-10 14:08:12 main:574] : INFO : Epoch 588 | loss: 0.000127892 | val_loss: 0.00013631 | Time: 2487.52 ms [2020-12-10 14:08:15 main:574] : INFO : Epoch 589 | loss: 0.00011895 | val_loss: 0.000131099 | Time: 2637 ms [2020-12-10 14:08:17 main:574] : INFO : Epoch 590 | loss: 0.000116475 | val_loss: 0.00012969 | Time: 2602.32 ms [2020-12-10 14:08:20 main:574] : INFO : Epoch 591 | loss: 0.000115204 | val_loss: 0.000128633 | Time: 2543.75 ms [2020-12-10 14:08:22 main:574] : INFO : Epoch 592 | loss: 0.000114573 | val_loss: 0.000128713 | Time: 2536.77 ms [2020-12-10 14:08:25 main:574] : INFO : Epoch 593 | loss: 0.0001154 | val_loss: 0.000128876 | Time: 2484.56 ms [2020-12-10 14:08:27 main:574] : INFO : Epoch 594 | loss: 0.000114859 | val_loss: 0.000127571 | Time: 2472.75 ms [2020-12-10 14:08:30 main:574] : INFO : Epoch 595 | loss: 0.000114056 | val_loss: 0.000127909 | Time: 2613.97 ms [2020-12-10 14:08:33 main:574] : INFO : Epoch 596 | loss: 0.00011767 | val_loss: 0.000136594 | Time: 2485.59 ms [2020-12-10 14:08:35 main:574] : INFO : Epoch 597 | loss: 0.000116005 | val_loss: 0.00012783 | Time: 2617.61 ms [2020-12-10 14:08:38 main:574] : INFO : Epoch 598 | loss: 0.000113564 | val_loss: 0.000127919 | Time: 2470.86 ms [2020-12-10 14:08:40 main:574] : INFO : Epoch 599 | loss: 0.000115226 | val_loss: 0.000130112 | Time: 2631.77 ms [2020-12-10 14:08:43 main:574] : INFO : Epoch 600 | loss: 0.000114286 | val_loss: 0.000128727 | Time: 2507.68 ms [2020-12-10 14:08:46 main:574] : INFO : Epoch 601 | loss: 0.000112964 | val_loss: 0.000126922 | Time: 2576.66 ms [2020-12-10 14:08:48 main:574] : INFO : Epoch 602 | loss: 0.000112464 | val_loss: 0.000128193 | Time: 2530.9 ms [2020-12-10 14:08:51 main:574] : INFO : Epoch 603 | loss: 0.000113797 | val_loss: 0.000127869 | Time: 2576.89 ms [2020-12-10 14:08:54 main:574] : INFO : Epoch 604 | loss: 0.000115364 | val_loss: 0.000129813 | Time: 2500.15 ms [2020-12-10 14:08:56 main:574] : INFO : Epoch 605 | loss: 0.000114712 | val_loss: 0.000127517 | Time: 2512.52 ms [2020-12-10 14:08:59 main:574] : INFO : Epoch 606 | loss: 0.000113103 | val_loss: 0.000126448 | Time: 2563.3 ms [2020-12-10 14:09:01 main:574] : INFO : Epoch 607 | loss: 0.000111894 | val_loss: 0.000127879 | Time: 2530.17 ms [2020-12-10 14:09:04 main:574] : INFO : Epoch 608 | loss: 0.000118735 | val_loss: 0.000144259 | Time: 2491.18 ms [2020-12-10 14:09:06 main:574] : INFO : Epoch 609 | loss: 0.000126312 | val_loss: 0.000133854 | Time: 2547.78 ms [2020-12-10 14:09:09 main:574] : INFO : Epoch 610 | loss: 0.000116016 | val_loss: 0.000127203 | Time: 2562.97 ms [2020-12-10 14:09:12 main:574] : INFO : Epoch 611 | loss: 0.0001129 | val_loss: 0.000125535 | Time: 2486.47 ms [2020-12-10 14:09:14 main:574] : INFO : Epoch 612 | loss: 0.000111654 | val_loss: 0.000128035 | Time: 2611.12 ms [2020-12-10 14:09:17 main:574] : INFO : Epoch 613 | loss: 0.000120674 | val_loss: 0.000141914 | Time: 2537.41 ms [2020-12-10 14:09:19 main:574] : INFO : Epoch 614 | loss: 0.00011641 | val_loss: 0.000127319 | Time: 2572.3 ms [2020-12-10 14:09:22 main:574] : INFO : Epoch 615 | loss: 0.000112454 | val_loss: 0.000126654 | Time: 2556.77 ms [2020-12-10 14:09:25 main:574] : INFO : Epoch 616 | loss: 0.000111615 | val_loss: 0.000125367 | Time: 2553.43 ms [2020-12-10 14:09:27 main:574] : INFO : Epoch 617 | loss: 0.000113 | val_loss: 0.000131219 | Time: 2535.38 ms [2020-12-10 14:09:30 main:574] : INFO : Epoch 618 | loss: 0.000119691 | val_loss: 0.000148333 | Time: 2586.28 ms [2020-12-10 14:09:32 main:574] : INFO : Epoch 619 | loss: 0.000132674 | val_loss: 0.000133576 | Time: 2528.46 ms [2020-12-10 14:09:35 main:574] : INFO : Epoch 620 | loss: 0.000114464 | val_loss: 0.000128355 | Time: 2577.83 ms [2020-12-10 14:09:38 main:574] : INFO : Epoch 621 | loss: 0.000117713 | val_loss: 0.000128423 | Time: 2529.18 ms [2020-12-10 14:09:40 main:574] : INFO : Epoch 622 | loss: 0.000111905 | val_loss: 0.000125436 | Time: 2630.98 ms [2020-12-10 14:09:43 main:574] : INFO : Epoch 623 | loss: 0.00011171 | val_loss: 0.000133813 | Time: 2541.28 ms [2020-12-10 14:09:45 main:574] : INFO : Epoch 624 | loss: 0.000117491 | val_loss: 0.00012962 | Time: 2495.62 ms [2020-12-10 14:09:48 main:574] : INFO : Epoch 625 | loss: 0.000115144 | val_loss: 0.000127781 | Time: 2598.5 ms [2020-12-10 14:09:51 main:574] : INFO : Epoch 626 | loss: 0.000113212 | val_loss: 0.000132904 | Time: 2555.99 ms [2020-12-10 14:09:53 main:574] : INFO : Epoch 627 | loss: 0.000121792 | val_loss: 0.000128808 | Time: 2577.79 ms [2020-12-10 14:09:56 main:574] : INFO : Epoch 628 | loss: 0.000113326 | val_loss: 0.000126493 | Time: 2529.2 ms [2020-12-10 14:09:58 main:574] : INFO : Epoch 629 | loss: 0.000116092 | val_loss: 0.000131809 | Time: 2561.94 ms [2020-12-10 14:10:01 main:574] : INFO : Epoch 630 | loss: 0.000119528 | val_loss: 0.000138646 | Time: 2653.88 ms [2020-12-10 14:10:04 main:574] : INFO : Epoch 631 | loss: 0.0001248 | val_loss: 0.000132338 | Time: 2627.64 ms [2020-12-10 14:10:06 main:574] : INFO : Epoch 632 | loss: 0.000116447 | val_loss: 0.000131397 | Time: 2656.07 ms [2020-12-10 14:10:09 main:574] : INFO : Epoch 633 | loss: 0.000116558 | val_loss: 0.000126463 | Time: 2577.08 ms [2020-12-10 14:10:12 main:574] : INFO : Epoch 634 | loss: 0.000110872 | val_loss: 0.000126143 | Time: 2569.01 ms [2020-12-10 14:10:14 main:574] : INFO : Epoch 635 | loss: 0.000113473 | val_loss: 0.000137456 | Time: 2541.82 ms [2020-12-10 14:10:17 main:574] : INFO : Epoch 636 | loss: 0.000129859 | val_loss: 0.000129313 | Time: 2554.1 ms [2020-12-10 14:10:19 main:574] : INFO : Epoch 637 | loss: 0.000114311 | val_loss: 0.00012821 | Time: 2645.54 ms [2020-12-10 14:10:22 main:574] : INFO : Epoch 638 | loss: 0.000117331 | val_loss: 0.000126681 | Time: 2496.55 ms [2020-12-10 14:10:25 main:574] : INFO : Epoch 639 | loss: 0.000110975 | val_loss: 0.000124147 | Time: 2553.26 ms [2020-12-10 14:10:27 main:574] : INFO : Epoch 640 | loss: 0.00011115 | val_loss: 0.000126926 | Time: 2601.87 ms [2020-12-10 14:10:30 main:574] : INFO : Epoch 641 | loss: 0.000115769 | val_loss: 0.00014336 | Time: 2586.78 ms [2020-12-10 14:10:32 main:574] : INFO : Epoch 642 | loss: 0.000127755 | val_loss: 0.000136987 | Time: 2573.18 ms [2020-12-10 14:10:35 main:574] : INFO : Epoch 643 | loss: 0.000114931 | val_loss: 0.000129134 | Time: 2539.68 ms [2020-12-10 14:10:38 main:574] : INFO : Epoch 644 | loss: 0.000117632 | val_loss: 0.00013067 | Time: 2642.52 ms [2020-12-10 14:10:40 main:574] : INFO : Epoch 645 | loss: 0.000115946 | val_loss: 0.00013837 | Time: 2554.64 ms [2020-12-10 14:10:43 main:574] : INFO : Epoch 646 | loss: 0.000119257 | val_loss: 0.000130618 | Time: 2556.67 ms [2020-12-10 14:10:46 main:574] : INFO : Epoch 647 | loss: 0.000114174 | val_loss: 0.000127597 | Time: 2641.22 ms [2020-12-10 14:10:48 main:574] : INFO : Epoch 648 | loss: 0.000111813 | val_loss: 0.000125668 | Time: 2565.22 ms [2020-12-10 14:10:51 main:574] : INFO : Epoch 649 | loss: 0.000112383 | val_loss: 0.000129216 | Time: 2607.75 ms [2020-12-10 14:10:53 main:574] : INFO : Epoch 650 | loss: 0.000117052 | val_loss: 0.000139913 | Time: 2552.07 ms [2020-12-10 14:10:56 main:574] : INFO : Epoch 651 | loss: 0.000142675 | val_loss: 0.000148259 | Time: 2506.38 ms [2020-12-10 14:10:59 main:574] : INFO : Epoch 652 | loss: 0.000131018 | val_loss: 0.000140631 | Time: 2578.87 ms [2020-12-10 14:11:01 main:574] : INFO : Epoch 653 | loss: 0.0001159 | val_loss: 0.00012691 | Time: 2609.68 ms [2020-12-10 14:11:04 main:574] : INFO : Epoch 654 | loss: 0.000109009 | val_loss: 0.000123027 | Time: 2536.7 ms [2020-12-10 14:11:06 main:574] : INFO : Epoch 655 | loss: 0.000110119 | val_loss: 0.000130735 | Time: 2650.39 ms [2020-12-10 14:11:09 main:574] : INFO : Epoch 656 | loss: 0.000119422 | val_loss: 0.000127869 | Time: 2609.53 ms [2020-12-10 14:11:12 main:574] : INFO : Epoch 657 | loss: 0.000113904 | val_loss: 0.00012987 | Time: 2578.75 ms [2020-12-10 14:11:14 main:574] : INFO : Epoch 658 | loss: 0.000112898 | val_loss: 0.00013237 | Time: 2548.36 ms [2020-12-10 14:11:17 main:574] : INFO : Epoch 659 | loss: 0.000114915 | val_loss: 0.000124842 | Time: 2588.58 ms [2020-12-10 14:11:20 main:574] : INFO : Epoch 660 | loss: 0.000111376 | val_loss: 0.000131609 | Time: 2565.46 ms [2020-12-10 14:11:22 main:574] : INFO : Epoch 661 | loss: 0.000137854 | val_loss: 0.000187702 | Time: 2574.33 ms [2020-12-10 14:11:25 main:574] : INFO : Epoch 662 | loss: 0.000143316 | val_loss: 0.000140127 | Time: 2532.75 ms [2020-12-10 14:11:27 main:574] : INFO : Epoch 663 | loss: 0.00012204 | val_loss: 0.000127164 | Time: 2551.7 ms [2020-12-10 14:11:30 main:574] : INFO : Epoch 664 | loss: 0.000112126 | val_loss: 0.000123918 | Time: 2522.98 ms [2020-12-10 14:11:33 main:574] : INFO : Epoch 665 | loss: 0.000109288 | val_loss: 0.000123184 | Time: 2574.52 ms [2020-12-10 14:11:35 main:574] : INFO : Epoch 666 | loss: 0.000108451 | val_loss: 0.000124057 | Time: 2528.35 ms [2020-12-10 14:11:38 main:574] : INFO : Epoch 667 | loss: 0.00010871 | val_loss: 0.00012371 | Time: 2484.33 ms [2020-12-10 14:11:40 main:574] : INFO : Epoch 668 | loss: 0.000109386 | val_loss: 0.000125659 | Time: 2553.45 ms [2020-12-10 14:11:43 main:574] : INFO : Epoch 669 | loss: 0.000116661 | val_loss: 0.00013605 | Time: 2518.97 ms [2020-12-10 14:11:45 main:574] : INFO : Epoch 670 | loss: 0.000115587 | val_loss: 0.000128182 | Time: 2521.05 ms [2020-12-10 14:11:48 main:574] : INFO : Epoch 671 | loss: 0.000111465 | val_loss: 0.000127239 | Time: 2578.51 ms [2020-12-10 14:11:51 main:574] : INFO : Epoch 672 | loss: 0.000114944 | val_loss: 0.000134073 | Time: 2531.42 ms [2020-12-10 14:11:53 main:574] : INFO : Epoch 673 | loss: 0.000132505 | val_loss: 0.000135032 | Time: 2491.29 ms [2020-12-10 14:11:56 main:574] : INFO : Epoch 674 | loss: 0.000118222 | val_loss: 0.000131741 | Time: 2586 ms [2020-12-10 14:11:58 main:574] : INFO : Epoch 675 | loss: 0.000112824 | val_loss: 0.000125784 | Time: 2627.27 ms [2020-12-10 14:12:01 main:574] : INFO : Epoch 676 | loss: 0.000117678 | val_loss: 0.000129343 | Time: 2630.56 ms [2020-12-10 14:12:04 main:574] : INFO : Epoch 677 | loss: 0.000113693 | val_loss: 0.000133258 | Time: 2548.31 ms [2020-12-10 14:12:06 main:574] : INFO : Epoch 678 | loss: 0.000120177 | val_loss: 0.000130985 | Time: 2679.87 ms [2020-12-10 14:12:09 main:574] : INFO : Epoch 679 | loss: 0.000114846 | val_loss: 0.000127297 | Time: 2527.17 ms [2020-12-10 14:12:12 main:574] : INFO : Epoch 680 | loss: 0.000111262 | val_loss: 0.000129812 | Time: 2540.65 ms [2020-12-10 14:12:14 main:574] : INFO : Epoch 681 | loss: 0.000126495 | val_loss: 0.000133697 | Time: 2546.57 ms [2020-12-10 14:12:17 main:574] : INFO : Epoch 682 | loss: 0.000114336 | val_loss: 0.000124918 | Time: 2478.21 ms [2020-12-10 14:12:19 main:574] : INFO : Epoch 683 | loss: 0.00011036 | val_loss: 0.000127897 | Time: 2575.4 ms [2020-12-10 14:12:22 main:574] : INFO : Epoch 684 | loss: 0.000116443 | val_loss: 0.000137311 | Time: 2530.65 ms [2020-12-10 14:12:25 main:574] : INFO : Epoch 685 | loss: 0.000117942 | val_loss: 0.000129715 | Time: 2580.33 ms [2020-12-10 14:12:27 main:574] : INFO : Epoch 686 | loss: 0.000113263 | val_loss: 0.000128953 | Time: 2641.67 ms [2020-12-10 14:12:30 main:574] : INFO : Epoch 687 | loss: 0.000128206 | val_loss: 0.000138588 | Time: 2506.33 ms [2020-12-10 14:12:32 main:574] : INFO : Epoch 688 | loss: 0.00011674 | val_loss: 0.000126654 | Time: 2488.76 ms [2020-12-10 14:12:35 main:574] : INFO : Epoch 689 | loss: 0.000110882 | val_loss: 0.000126232 | Time: 2517.86 ms [2020-12-10 14:12:38 main:574] : INFO : Epoch 690 | loss: 0.000111447 | val_loss: 0.000126444 | Time: 2579.05 ms [2020-12-10 14:12:40 main:574] : INFO : Epoch 691 | loss: 0.000124583 | val_loss: 0.000138707 | Time: 2561.87 ms [2020-12-10 14:12:43 main:574] : INFO : Epoch 692 | loss: 0.000118865 | val_loss: 0.000127236 | Time: 2552.83 ms [2020-12-10 14:12:45 main:574] : INFO : Epoch 693 | loss: 0.000110586 | val_loss: 0.000124226 | Time: 2516.92 ms [2020-12-10 14:12:48 main:574] : INFO : Epoch 694 | loss: 0.000108561 | val_loss: 0.000123314 | Time: 2593.56 ms [2020-12-10 14:12:50 main:574] : INFO : Epoch 695 | loss: 0.000118565 | val_loss: 0.000150149 | Time: 2469.83 ms [2020-12-10 14:12:53 main:574] : INFO : Epoch 696 | loss: 0.00016431 | val_loss: 0.000469106 | Time: 2550.51 ms [2020-12-10 14:12:56 main:574] : INFO : Epoch 697 | loss: 0.0103561 | val_loss: 0.00954403 | Time: 2591.49 ms [2020-12-10 14:12:58 main:574] : INFO : Epoch 698 | loss: 0.00578109 | val_loss: 0.00254902 | Time: 2540.51 ms [2020-12-10 14:13:01 main:574] : INFO : Epoch 699 | loss: 0.00155818 | val_loss: 0.000853469 | Time: 2477.67 ms [2020-12-10 14:13:03 main:574] : INFO : Epoch 700 | loss: 0.000687401 | val_loss: 0.000555404 | Time: 2558.31 ms [2020-12-10 14:13:06 main:574] : INFO : Epoch 701 | loss: 0.000506095 | val_loss: 0.000470817 | Time: 2541.85 ms [2020-12-10 14:13:08 main:574] : INFO : Epoch 702 | loss: 0.000451233 | val_loss: 0.000438594 | Time: 2527.37 ms [2020-12-10 14:13:11 main:574] : INFO : Epoch 703 | loss: 0.000427554 | val_loss: 0.00042273 | Time: 2637.54 ms [2020-12-10 14:13:14 main:574] : INFO : Epoch 704 | loss: 0.000413528 | val_loss: 0.000410518 | Time: 2524.27 ms [2020-12-10 14:13:16 main:574] : INFO : Epoch 705 | loss: 0.00040446 | val_loss: 0.00040319 | Time: 2518.28 ms [2020-12-10 14:13:19 main:574] : INFO : Epoch 706 | loss: 0.000398383 | val_loss: 0.000398137 | Time: 2559.99 ms [2020-12-10 14:13:22 main:574] : INFO : Epoch 707 | loss: 0.000394216 | val_loss: 0.000394327 | Time: 2605.12 ms [2020-12-10 14:13:24 main:574] : INFO : Epoch 708 | loss: 0.000390791 | val_loss: 0.000391395 | Time: 2605.57 ms [2020-12-10 14:13:27 main:574] : INFO : Epoch 709 | loss: 0.000388253 | val_loss: 0.000390078 | Time: 2558.78 ms [2020-12-10 14:13:29 main:574] : INFO : Epoch 710 | loss: 0.000386509 | val_loss: 0.000387765 | Time: 2573.65 ms [2020-12-10 14:13:32 main:574] : INFO : Epoch 711 | loss: 0.000384852 | val_loss: 0.000386124 | Time: 2542.53 ms [2020-12-10 14:13:35 main:574] : INFO : Epoch 712 | loss: 0.000383725 | val_loss: 0.000384815 | Time: 2579.58 ms [2020-12-10 14:13:37 main:574] : INFO : Epoch 713 | loss: 0.000383109 | val_loss: 0.000383865 | Time: 2512.53 ms [2020-12-10 14:13:40 main:574] : INFO : Epoch 714 | loss: 0.000381935 | val_loss: 0.000383055 | Time: 2538.97 ms [2020-12-10 14:13:42 main:574] : INFO : Epoch 715 | loss: 0.000381105 | val_loss: 0.000383858 | Time: 2579.41 ms [2020-12-10 14:13:45 main:574] : INFO : Epoch 716 | loss: 0.000382512 | val_loss: 0.000383661 | Time: 2599.69 ms [2020-12-10 14:13:48 main:574] : INFO : Epoch 717 | loss: 0.000382615 | val_loss: 0.000380831 | Time: 2595.57 ms [2020-12-10 14:13:50 main:574] : INFO : Epoch 718 | loss: 0.00038002 | val_loss: 0.000381216 | Time: 2526.82 ms [2020-12-10 14:13:53 main:574] : INFO : Epoch 719 | loss: 0.000379089 | val_loss: 0.000379539 | Time: 2575.63 ms [2020-12-10 14:13:55 main:574] : INFO : Epoch 720 | loss: 0.000377893 | val_loss: 0.000379136 | Time: 2561.07 ms [2020-12-10 14:13:58 main:574] : INFO : Epoch 721 | loss: 0.000377821 | val_loss: 0.000379232 | Time: 2519.41 ms [2020-12-10 14:14:01 main:574] : INFO : Epoch 722 | loss: 0.000381227 | val_loss: 0.000390886 | Time: 2595.78 ms [2020-12-10 14:14:03 main:574] : INFO : Epoch 723 | loss: 0.000380964 | val_loss: 0.000379339 | Time: 2554.03 ms [2020-12-10 14:14:06 main:574] : INFO : Epoch 724 | loss: 0.000375816 | val_loss: 0.000377053 | Time: 2686.64 ms [2020-12-10 14:14:09 main:574] : INFO : Epoch 725 | loss: 0.00037547 | val_loss: 0.000376278 | Time: 2616.64 ms [2020-12-10 14:14:11 main:574] : INFO : Epoch 726 | loss: 0.000374489 | val_loss: 0.000375845 | Time: 2589.09 ms [2020-12-10 14:14:14 main:574] : INFO : Epoch 727 | loss: 0.000374044 | val_loss: 0.000375759 | Time: 2591.37 ms [2020-12-10 14:14:17 main:574] : INFO : Epoch 728 | loss: 0.000374748 | val_loss: 0.000381122 | Time: 2622.04 ms [2020-12-10 14:14:19 main:574] : INFO : Epoch 729 | loss: 0.000378846 | val_loss: 0.000375989 | Time: 2538.73 ms [2020-12-10 14:14:22 main:574] : INFO : Epoch 730 | loss: 0.000375027 | val_loss: 0.000375317 | Time: 2538.14 ms [2020-12-10 14:14:24 main:574] : INFO : Epoch 731 | loss: 0.000373553 | val_loss: 0.000374697 | Time: 2610.44 ms [2020-12-10 14:14:27 main:574] : INFO : Epoch 732 | loss: 0.000374179 | val_loss: 0.000377597 | Time: 2522.79 ms [2020-12-10 14:14:29 main:574] : INFO : Epoch 733 | loss: 0.000374741 | val_loss: 0.000376304 | Time: 2501.86 ms [2020-12-10 14:14:32 main:574] : INFO : Epoch 734 | loss: 0.000375005 | val_loss: 0.000373603 | Time: 2538.55 ms [2020-12-10 14:14:35 main:574] : INFO : Epoch 735 | loss: 0.000372673 | val_loss: 0.000374854 | Time: 2527.06 ms [2020-12-10 14:14:37 main:574] : INFO : Epoch 736 | loss: 0.000372641 | val_loss: 0.000373791 | Time: 2619.21 ms [2020-12-10 14:14:40 main:574] : INFO : Epoch 737 | loss: 0.000372324 | val_loss: 0.000373573 | Time: 2536.33 ms [2020-12-10 14:14:42 main:574] : INFO : Epoch 738 | loss: 0.000378772 | val_loss: 0.000396004 | Time: 2590.07 ms [2020-12-10 14:14:45 main:574] : INFO : Epoch 739 | loss: 0.000377414 | val_loss: 0.00037289 | Time: 2508.12 ms [2020-12-10 14:14:48 main:574] : INFO : Epoch 740 | loss: 0.000371579 | val_loss: 0.000372859 | Time: 2525.55 ms [2020-12-10 14:14:50 main:574] : INFO : Epoch 741 | loss: 0.000371235 | val_loss: 0.00037261 | Time: 2532.29 ms [2020-12-10 14:14:53 main:574] : INFO : Epoch 742 | loss: 0.000370697 | val_loss: 0.000371879 | Time: 2535.46 ms [2020-12-10 14:14:55 main:574] : INFO : Epoch 743 | loss: 0.000370226 | val_loss: 0.000371705 | Time: 2532.4 ms [2020-12-10 14:14:58 main:574] : INFO : Epoch 744 | loss: 0.000369701 | val_loss: 0.000370409 | Time: 2533.55 ms [2020-12-10 14:15:00 main:574] : INFO : Epoch 745 | loss: 0.000363696 | val_loss: 0.000357272 | Time: 2586.02 ms [2020-12-10 14:15:03 main:574] : INFO : Epoch 746 | loss: 0.000337154 | val_loss: 0.000315209 | Time: 2560.66 ms [2020-12-10 14:15:06 main:574] : INFO : Epoch 747 | loss: 0.000280385 | val_loss: 0.000279132 | Time: 2528.23 ms [2020-12-10 14:15:08 main:574] : INFO : Epoch 748 | loss: 0.000262379 | val_loss: 0.000270022 | Time: 2500.27 ms [2020-12-10 14:15:11 main:574] : INFO : Epoch 749 | loss: 0.000257723 | val_loss: 0.00026681 | Time: 2564.79 ms [2020-12-10 14:15:13 main:574] : INFO : Epoch 750 | loss: 0.000255532 | val_loss: 0.000265458 | Time: 2610.6 ms [2020-12-10 14:15:16 main:574] : INFO : Epoch 751 | loss: 0.000254735 | val_loss: 0.000265886 | Time: 2640.94 ms [2020-12-10 14:15:19 main:574] : INFO : Epoch 752 | loss: 0.000260073 | val_loss: 0.00029737 | Time: 2517.37 ms [2020-12-10 14:15:21 main:574] : INFO : Epoch 753 | loss: 0.000273483 | val_loss: 0.000270167 | Time: 2552.21 ms [2020-12-10 14:15:24 main:574] : INFO : Epoch 754 | loss: 0.000210048 | val_loss: 0.00017895 | Time: 2585.35 ms [2020-12-10 14:15:26 main:574] : INFO : Epoch 755 | loss: 0.000151008 | val_loss: 0.000164449 | Time: 2578.89 ms [2020-12-10 14:15:29 main:574] : INFO : Epoch 756 | loss: 0.000144648 | val_loss: 0.00016113 | Time: 2556.9 ms [2020-12-10 14:15:32 main:574] : INFO : Epoch 757 | loss: 0.000143003 | val_loss: 0.00016011 | Time: 2489.94 ms [2020-12-10 14:15:34 main:574] : INFO : Epoch 758 | loss: 0.000142402 | val_loss: 0.000159699 | Time: 2562.01 ms [2020-12-10 14:15:37 main:574] : INFO : Epoch 759 | loss: 0.000141896 | val_loss: 0.000159386 | Time: 2565.62 ms [2020-12-10 14:15:39 main:574] : INFO : Epoch 760 | loss: 0.000141712 | val_loss: 0.000159299 | Time: 2566.29 ms [2020-12-10 14:15:42 main:574] : INFO : Epoch 761 | loss: 0.000141495 | val_loss: 0.000159145 | Time: 2558.85 ms [2020-12-10 14:15:45 main:574] : INFO : Epoch 762 | loss: 0.000141302 | val_loss: 0.000158771 | Time: 2545.08 ms [2020-12-10 14:15:47 main:574] : INFO : Epoch 763 | loss: 0.000141079 | val_loss: 0.000158714 | Time: 2552.55 ms [2020-12-10 14:15:50 main:574] : INFO : Epoch 764 | loss: 0.000140969 | val_loss: 0.000158571 | Time: 2524.82 ms [2020-12-10 14:15:52 main:574] : INFO : Epoch 765 | loss: 0.000140706 | val_loss: 0.000158463 | Time: 2508.45 ms [2020-12-10 14:15:55 main:574] : INFO : Epoch 766 | loss: 0.000140864 | val_loss: 0.000158687 | Time: 2490.92 ms [2020-12-10 14:15:58 main:574] : INFO : Epoch 767 | loss: 0.000140717 | val_loss: 0.000158356 | Time: 2654.58 ms [2020-12-10 14:16:00 main:574] : INFO : Epoch 768 | loss: 0.000140502 | val_loss: 0.000158572 | Time: 2726.44 ms [2020-12-10 14:16:03 main:574] : INFO : Epoch 769 | loss: 0.000149161 | val_loss: 0.000189669 | Time: 2587.73 ms [2020-12-10 14:16:06 main:574] : INFO : Epoch 770 | loss: 0.000155874 | val_loss: 0.000161849 | Time: 2531.78 ms [2020-12-10 14:16:08 main:574] : INFO : Epoch 771 | loss: 0.000142356 | val_loss: 0.000159404 | Time: 2588.23 ms [2020-12-10 14:16:11 main:574] : INFO : Epoch 772 | loss: 0.000141628 | val_loss: 0.000158385 | Time: 2518.84 ms [2020-12-10 14:16:13 main:574] : INFO : Epoch 773 | loss: 0.000140483 | val_loss: 0.000158314 | Time: 2523.91 ms [2020-12-10 14:16:16 main:574] : INFO : Epoch 774 | loss: 0.000140157 | val_loss: 0.000157617 | Time: 2544.01 ms [2020-12-10 14:16:18 main:574] : INFO : Epoch 775 | loss: 0.000140223 | val_loss: 0.000158451 | Time: 2486.74 ms [2020-12-10 14:16:21 main:574] : INFO : Epoch 776 | loss: 0.000141314 | val_loss: 0.000157417 | Time: 2585.64 ms [2020-12-10 14:16:24 main:574] : INFO : Epoch 777 | loss: 0.000148301 | val_loss: 0.000162124 | Time: 2564.4 ms [2020-12-10 14:16:26 main:574] : INFO : Epoch 778 | loss: 0.000141499 | val_loss: 0.000158289 | Time: 2572.3 ms [2020-12-10 14:16:29 main:574] : INFO : Epoch 779 | loss: 0.00014018 | val_loss: 0.000157498 | Time: 2569.72 ms [2020-12-10 14:16:32 main:574] : INFO : Epoch 780 | loss: 0.000139917 | val_loss: 0.000158068 | Time: 2625.87 ms [2020-12-10 14:16:34 main:574] : INFO : Epoch 781 | loss: 0.000140978 | val_loss: 0.000160306 | Time: 2613.9 ms [2020-12-10 14:16:37 main:574] : INFO : Epoch 782 | loss: 0.000141297 | val_loss: 0.000157249 | Time: 2559.84 ms [2020-12-10 14:16:39 main:574] : INFO : Epoch 783 | loss: 0.000141171 | val_loss: 0.000165009 | Time: 2582.01 ms [2020-12-10 14:16:42 main:574] : INFO : Epoch 784 | loss: 0.000144739 | val_loss: 0.000164597 | Time: 2542.58 ms [2020-12-10 14:16:45 main:574] : INFO : Epoch 785 | loss: 0.000143454 | val_loss: 0.000159409 | Time: 2550.42 ms [2020-12-10 14:16:47 main:574] : INFO : Epoch 786 | loss: 0.000142282 | val_loss: 0.000159864 | Time: 2558.42 ms [2020-12-10 14:16:50 main:574] : INFO : Epoch 787 | loss: 0.000141541 | val_loss: 0.000157787 | Time: 2535.99 ms [2020-12-10 14:16:52 main:574] : INFO : Epoch 788 | loss: 0.000139705 | val_loss: 0.000157714 | Time: 2491.07 ms [2020-12-10 14:16:55 main:574] : INFO : Epoch 789 | loss: 0.000148468 | val_loss: 0.000170732 | Time: 2526.64 ms [2020-12-10 14:16:57 main:574] : INFO : Epoch 790 | loss: 0.00014482 | val_loss: 0.000159633 | Time: 2532.83 ms [2020-12-10 14:17:00 main:574] : INFO : Epoch 791 | loss: 0.000143036 | val_loss: 0.00016391 | Time: 2560.19 ms [2020-12-10 14:17:03 main:574] : INFO : Epoch 792 | loss: 0.00014103 | val_loss: 0.000158216 | Time: 2577.52 ms [2020-12-10 14:17:05 main:574] : INFO : Epoch 793 | loss: 0.000139725 | val_loss: 0.000156816 | Time: 2546.98 ms [2020-12-10 14:17:08 main:574] : INFO : Epoch 794 | loss: 0.000140123 | val_loss: 0.000157265 | Time: 2561.3 ms [2020-12-10 14:17:10 main:574] : INFO : Epoch 795 | loss: 0.000140695 | val_loss: 0.000162326 | Time: 2561.72 ms [2020-12-10 14:17:13 main:574] : INFO : Epoch 796 | loss: 0.000147888 | val_loss: 0.000160087 | Time: 2566.7 ms [2020-12-10 14:17:16 main:574] : INFO : Epoch 797 | loss: 0.000141482 | val_loss: 0.000157908 | Time: 2539.33 ms [2020-12-10 14:17:18 main:574] : INFO : Epoch 798 | loss: 0.000139502 | val_loss: 0.000156541 | Time: 2531.79 ms [2020-12-10 14:17:21 main:574] : INFO : Epoch 799 | loss: 0.000139623 | val_loss: 0.000160036 | Time: 2513.68 ms [2020-12-10 14:17:23 main:574] : INFO : Epoch 800 | loss: 0.000153028 | val_loss: 0.000162556 | Time: 2513.91 ms [2020-12-10 14:17:26 main:574] : INFO : Epoch 801 | loss: 0.000141729 | val_loss: 0.000156909 | Time: 2612.07 ms [2020-12-10 14:17:29 main:574] : INFO : Epoch 802 | loss: 0.000138647 | val_loss: 0.000156995 | Time: 2547.84 ms [2020-12-10 14:17:31 main:574] : INFO : Epoch 803 | loss: 0.00013978 | val_loss: 0.000157656 | Time: 2582.75 ms [2020-12-10 14:17:34 main:574] : INFO : Epoch 804 | loss: 0.00013987 | val_loss: 0.000157051 | Time: 2571.88 ms [2020-12-10 14:17:36 main:574] : INFO : Epoch 805 | loss: 0.000139631 | val_loss: 0.000157731 | Time: 2484.03 ms [2020-12-10 14:17:39 main:574] : INFO : Epoch 806 | loss: 0.000145305 | val_loss: 0.000163085 | Time: 2575.93 ms [2020-12-10 14:17:42 main:574] : INFO : Epoch 807 | loss: 0.000143115 | val_loss: 0.000157503 | Time: 2587.15 ms [2020-12-10 14:17:44 main:574] : INFO : Epoch 808 | loss: 0.000145338 | val_loss: 0.000166143 | Time: 2543.66 ms [2020-12-10 14:17:47 main:574] : INFO : Epoch 809 | loss: 0.000143127 | val_loss: 0.000159786 | Time: 2588.9 ms [2020-12-10 14:17:49 main:574] : INFO : Epoch 810 | loss: 0.000141509 | val_loss: 0.000157717 | Time: 2556.76 ms [2020-12-10 14:17:52 main:574] : INFO : Epoch 811 | loss: 0.000140384 | val_loss: 0.000157016 | Time: 2662.78 ms [2020-12-10 14:17:55 main:574] : INFO : Epoch 812 | loss: 0.000140036 | val_loss: 0.000162112 | Time: 3051.41 ms [2020-12-10 14:17:58 main:574] : INFO : Epoch 813 | loss: 0.000143419 | val_loss: 0.000158941 | Time: 2596.62 ms [2020-12-10 14:18:00 main:574] : INFO : Epoch 814 | loss: 0.000141205 | val_loss: 0.000158848 | Time: 2578.17 ms [2020-12-10 14:18:03 main:574] : INFO : Epoch 815 | loss: 0.000140691 | val_loss: 0.000157605 | Time: 2521.42 ms [2020-12-10 14:18:06 main:574] : INFO : Epoch 816 | loss: 0.000141383 | val_loss: 0.000159482 | Time: 2639.27 ms [2020-12-10 14:18:08 main:574] : INFO : Epoch 817 | loss: 0.000173214 | val_loss: 0.000204497 | Time: 2582.42 ms [2020-12-10 14:18:11 main:574] : INFO : Epoch 818 | loss: 0.000152403 | val_loss: 0.000148131 | Time: 2587.9 ms [2020-12-10 14:18:14 main:574] : INFO : Epoch 819 | loss: 0.000123354 | val_loss: 0.000133102 | Time: 2528.11 ms [2020-12-10 14:18:16 main:574] : INFO : Epoch 820 | loss: 0.000117269 | val_loss: 0.000134335 | Time: 2569.89 ms [2020-12-10 14:18:19 main:574] : INFO : Epoch 821 | loss: 0.000122913 | val_loss: 0.000130303 | Time: 2554.48 ms [2020-12-10 14:18:21 main:574] : INFO : Epoch 822 | loss: 0.000116693 | val_loss: 0.000128928 | Time: 2578.37 ms [2020-12-10 14:18:24 main:574] : INFO : Epoch 823 | loss: 0.000114471 | val_loss: 0.000128423 | Time: 2583.94 ms [2020-12-10 14:18:27 main:574] : INFO : Epoch 824 | loss: 0.00011408 | val_loss: 0.000128808 | Time: 2523.31 ms [2020-12-10 14:18:29 main:574] : INFO : Epoch 825 | loss: 0.000113946 | val_loss: 0.000128491 | Time: 2588.99 ms [2020-12-10 14:18:32 main:574] : INFO : Epoch 826 | loss: 0.000114201 | val_loss: 0.000130277 | Time: 2578.02 ms [2020-12-10 14:18:34 main:574] : INFO : Epoch 827 | loss: 0.000114142 | val_loss: 0.000128532 | Time: 2604.46 ms [2020-12-10 14:18:37 main:574] : INFO : Epoch 828 | loss: 0.000114881 | val_loss: 0.000128394 | Time: 2557.59 ms [2020-12-10 14:18:40 main:574] : INFO : Epoch 829 | loss: 0.000114954 | val_loss: 0.00012859 | Time: 2533.17 ms [2020-12-10 14:18:42 main:574] : INFO : Epoch 830 | loss: 0.000116986 | val_loss: 0.000130719 | Time: 2533.76 ms [2020-12-10 14:18:45 main:574] : INFO : Epoch 831 | loss: 0.000118264 | val_loss: 0.000129429 | Time: 2538.6 ms [2020-12-10 14:18:47 main:574] : INFO : Epoch 832 | loss: 0.000115471 | val_loss: 0.000129124 | Time: 2519.76 ms [2020-12-10 14:18:50 main:574] : INFO : Epoch 833 | loss: 0.000115213 | val_loss: 0.000130842 | Time: 2562.29 ms [2020-12-10 14:18:53 main:574] : INFO : Epoch 834 | loss: 0.000115192 | val_loss: 0.000130367 | Time: 2599.31 ms [2020-12-10 14:18:55 main:574] : INFO : Epoch 835 | loss: 0.000115298 | val_loss: 0.000132197 | Time: 2606.38 ms [2020-12-10 14:18:58 main:574] : INFO : Epoch 836 | loss: 0.000120539 | val_loss: 0.000147138 | Time: 2609.72 ms [2020-12-10 14:19:01 main:574] : INFO : Epoch 837 | loss: 0.000128021 | val_loss: 0.000131491 | Time: 2586.19 ms [2020-12-10 14:19:03 main:574] : INFO : Epoch 838 | loss: 0.000116607 | val_loss: 0.000129273 | Time: 2616.55 ms [2020-12-10 14:19:06 main:574] : INFO : Epoch 839 | loss: 0.000114394 | val_loss: 0.000129268 | Time: 2540.14 ms [2020-12-10 14:19:08 main:574] : INFO : Epoch 840 | loss: 0.000114048 | val_loss: 0.000128444 | Time: 2548.84 ms [2020-12-10 14:19:11 main:574] : INFO : Epoch 841 | loss: 0.000114053 | val_loss: 0.000129128 | Time: 2539.83 ms [2020-12-10 14:19:14 main:574] : INFO : Epoch 842 | loss: 0.000117617 | val_loss: 0.000140119 | Time: 2605.52 ms [2020-12-10 14:19:16 main:574] : INFO : Epoch 843 | loss: 0.000120927 | val_loss: 0.000131873 | Time: 2603.98 ms [2020-12-10 14:19:19 main:574] : INFO : Epoch 844 | loss: 0.000114788 | val_loss: 0.000128468 | Time: 2521.38 ms [2020-12-10 14:19:21 main:574] : INFO : Epoch 845 | loss: 0.0001147 | val_loss: 0.000130544 | Time: 2617.22 ms [2020-12-10 14:19:24 main:574] : INFO : Epoch 846 | loss: 0.000118083 | val_loss: 0.000134563 | Time: 2608.45 ms [2020-12-10 14:19:27 main:574] : INFO : Epoch 847 | loss: 0.000116578 | val_loss: 0.000129042 | Time: 2565.12 ms [2020-12-10 14:19:29 main:574] : INFO : Epoch 848 | loss: 0.000113625 | val_loss: 0.00012988 | Time: 2534.1 ms [2020-12-10 14:19:32 main:574] : INFO : Epoch 849 | loss: 0.000117007 | val_loss: 0.000133619 | Time: 2588.83 ms [2020-12-10 14:19:35 main:574] : INFO : Epoch 850 | loss: 0.000135319 | val_loss: 0.000132256 | Time: 2550.91 ms [2020-12-10 14:19:37 main:574] : INFO : Epoch 851 | loss: 0.000118873 | val_loss: 0.00013242 | Time: 2514.8 ms [2020-12-10 14:19:40 main:574] : INFO : Epoch 852 | loss: 0.000118015 | val_loss: 0.00013194 | Time: 2696.32 ms [2020-12-10 14:19:42 main:574] : INFO : Epoch 853 | loss: 0.000119033 | val_loss: 0.000129644 | Time: 2531.52 ms [2020-12-10 14:19:45 main:574] : INFO : Epoch 854 | loss: 0.000115837 | val_loss: 0.000129136 | Time: 2572.53 ms [2020-12-10 14:19:48 main:574] : INFO : Epoch 855 | loss: 0.00011635 | val_loss: 0.000132023 | Time: 2528.36 ms [2020-12-10 14:19:50 main:574] : INFO : Epoch 856 | loss: 0.00011452 | val_loss: 0.000128497 | Time: 2503.43 ms [2020-12-10 14:19:53 main:574] : INFO : Epoch 857 | loss: 0.000114266 | val_loss: 0.000129508 | Time: 2494.34 ms [2020-12-10 14:19:55 main:574] : INFO : Epoch 858 | loss: 0.000114768 | val_loss: 0.000130815 | Time: 2578.53 ms [2020-12-10 14:19:58 main:574] : INFO : Epoch 859 | loss: 0.000117318 | val_loss: 0.000130374 | Time: 2547.67 ms [2020-12-10 14:20:00 main:574] : INFO : Epoch 860 | loss: 0.000119151 | val_loss: 0.000141388 | Time: 2520.57 ms [2020-12-10 14:20:03 main:574] : INFO : Epoch 861 | loss: 0.000123172 | val_loss: 0.000134821 | Time: 2498.21 ms [2020-12-10 14:20:06 main:574] : INFO : Epoch 862 | loss: 0.000118949 | val_loss: 0.000135103 | Time: 2532.63 ms [2020-12-10 14:20:08 main:574] : INFO : Epoch 863 | loss: 0.000115194 | val_loss: 0.000129563 | Time: 2489.08 ms [2020-12-10 14:20:11 main:574] : INFO : Epoch 864 | loss: 0.000115849 | val_loss: 0.000129731 | Time: 2545.38 ms [2020-12-10 14:20:13 main:574] : INFO : Epoch 865 | loss: 0.00011565 | val_loss: 0.000131444 | Time: 2571.49 ms [2020-12-10 14:20:16 main:574] : INFO : Epoch 866 | loss: 0.000118422 | val_loss: 0.000129664 | Time: 2478.5 ms [2020-12-10 14:20:18 main:574] : INFO : Epoch 867 | loss: 0.000129023 | val_loss: 0.000145608 | Time: 2517.98 ms [2020-12-10 14:20:21 main:574] : INFO : Epoch 868 | loss: 0.000125041 | val_loss: 0.000132564 | Time: 2569.53 ms [2020-12-10 14:20:23 main:574] : INFO : Epoch 869 | loss: 0.000115481 | val_loss: 0.000128491 | Time: 2507.46 ms [2020-12-10 14:20:26 main:574] : INFO : Epoch 870 | loss: 0.000114076 | val_loss: 0.000127979 | Time: 2558.43 ms [2020-12-10 14:20:29 main:574] : INFO : Epoch 871 | loss: 0.000113655 | val_loss: 0.000127941 | Time: 2477.31 ms [2020-12-10 14:20:31 main:574] : INFO : Epoch 872 | loss: 0.000116152 | val_loss: 0.000131885 | Time: 2485.23 ms [2020-12-10 14:20:34 main:574] : INFO : Epoch 873 | loss: 0.000115889 | val_loss: 0.000130319 | Time: 2475.07 ms [2020-12-10 14:20:36 main:574] : INFO : Epoch 874 | loss: 0.000117156 | val_loss: 0.00013356 | Time: 2527.24 ms [2020-12-10 14:20:39 main:574] : INFO : Epoch 875 | loss: 0.000120028 | val_loss: 0.000148723 | Time: 2606.59 ms [2020-12-10 14:20:41 main:574] : INFO : Epoch 876 | loss: 0.00013129 | val_loss: 0.000134504 | Time: 2557.58 ms [2020-12-10 14:20:44 main:574] : INFO : Epoch 877 | loss: 0.00011743 | val_loss: 0.00012901 | Time: 2568.94 ms [2020-12-10 14:20:47 main:574] : INFO : Epoch 878 | loss: 0.000114385 | val_loss: 0.000128537 | Time: 2532.74 ms [2020-12-10 14:20:49 main:574] : INFO : Epoch 879 | loss: 0.000113821 | val_loss: 0.000129883 | Time: 2503.46 ms [2020-12-10 14:20:52 main:574] : INFO : Epoch 880 | loss: 0.000114895 | val_loss: 0.000131552 | Time: 2685.72 ms [2020-12-10 14:20:55 main:574] : INFO : Epoch 881 | loss: 0.000124488 | val_loss: 0.000134543 | Time: 2549.37 ms [2020-12-10 14:20:57 main:574] : INFO : Epoch 882 | loss: 0.00011618 | val_loss: 0.000128891 | Time: 2510.6 ms [2020-12-10 14:21:00 main:574] : INFO : Epoch 883 | loss: 0.000115384 | val_loss: 0.000132274 | Time: 2535.56 ms [2020-12-10 14:21:02 main:574] : INFO : Epoch 884 | loss: 0.000123494 | val_loss: 0.00013798 | Time: 2552.89 ms [2020-12-10 14:21:05 main:574] : INFO : Epoch 885 | loss: 0.000120753 | val_loss: 0.000136047 | Time: 2607.37 ms [2020-12-10 14:21:08 main:574] : INFO : Epoch 886 | loss: 0.000120435 | val_loss: 0.000132683 | Time: 2771.89 ms [2020-12-10 14:21:10 main:574] : INFO : Epoch 887 | loss: 0.000116651 | val_loss: 0.000131254 | Time: 2631.35 ms [2020-12-10 14:21:13 main:574] : INFO : Epoch 888 | loss: 0.000117151 | val_loss: 0.000132462 | Time: 2627.64 ms [2020-12-10 14:21:16 main:574] : INFO : Epoch 889 | loss: 0.000120701 | val_loss: 0.00013087 | Time: 2692.67 ms [2020-12-10 14:21:18 main:574] : INFO : Epoch 890 | loss: 0.000123726 | val_loss: 0.000140092 | Time: 2494.28 ms [2020-12-10 14:21:21 main:574] : INFO : Epoch 891 | loss: 0.000121224 | val_loss: 0.000131317 | Time: 2581.89 ms [2020-12-10 14:21:24 main:574] : INFO : Epoch 892 | loss: 0.000114629 | val_loss: 0.000128333 | Time: 2576.38 ms [2020-12-10 14:21:26 main:574] : INFO : Epoch 893 | loss: 0.000114847 | val_loss: 0.000130056 | Time: 2528.81 ms [2020-12-10 14:21:29 main:574] : INFO : Epoch 894 | loss: 0.000126105 | val_loss: 0.00013232 | Time: 2582.26 ms [2020-12-10 14:21:31 main:574] : INFO : Epoch 895 | loss: 0.000121082 | val_loss: 0.000143149 | Time: 2527.95 ms [2020-12-10 14:21:34 main:574] : INFO : Epoch 896 | loss: 0.000121567 | val_loss: 0.000134074 | Time: 2547.8 ms [2020-12-10 14:21:36 main:574] : INFO : Epoch 897 | loss: 0.000118619 | val_loss: 0.000131639 | Time: 2552.04 ms [2020-12-10 14:21:39 main:574] : INFO : Epoch 898 | loss: 0.000115069 | val_loss: 0.00013069 | Time: 2517.08 ms [2020-12-10 14:21:42 main:574] : INFO : Epoch 899 | loss: 0.000118783 | val_loss: 0.00013302 | Time: 2528.72 ms [2020-12-10 14:21:44 main:574] : INFO : Epoch 900 | loss: 0.000118199 | val_loss: 0.000130644 | Time: 2498.93 ms [2020-12-10 14:21:47 main:574] : INFO : Epoch 901 | loss: 0.000115606 | val_loss: 0.00012943 | Time: 2532.35 ms [2020-12-10 14:21:49 main:574] : INFO : Epoch 902 | loss: 0.000116906 | val_loss: 0.000133668 | Time: 2590.63 ms [2020-12-10 14:21:52 main:574] : INFO : Epoch 903 | loss: 0.000122087 | val_loss: 0.000150738 | Time: 2515.64 ms [2020-12-10 14:21:54 main:574] : INFO : Epoch 904 | loss: 0.000128393 | val_loss: 0.000136165 | Time: 2514.51 ms [2020-12-10 14:21:57 main:574] : INFO : Epoch 905 | loss: 0.000124199 | val_loss: 0.000135107 | Time: 2521.49 ms [2020-12-10 14:22:00 main:574] : INFO : Epoch 906 | loss: 0.000117238 | val_loss: 0.000129358 | Time: 2496.28 ms [2020-12-10 14:22:02 main:574] : INFO : Epoch 907 | loss: 0.000120065 | val_loss: 0.000134143 | Time: 2508.12 ms [2020-12-10 14:22:05 main:574] : INFO : Epoch 908 | loss: 0.000116665 | val_loss: 0.000129779 | Time: 2535.23 ms [2020-12-10 14:22:07 main:574] : INFO : Epoch 909 | loss: 0.000115655 | val_loss: 0.00013002 | Time: 2576.36 ms [2020-12-10 14:22:10 main:574] : INFO : Epoch 910 | loss: 0.000114694 | val_loss: 0.000128924 | Time: 2666.69 ms [2020-12-10 14:22:12 main:574] : INFO : Epoch 911 | loss: 0.000121289 | val_loss: 0.000141143 | Time: 2499.02 ms [2020-12-10 14:22:15 main:574] : INFO : Epoch 912 | loss: 0.000122421 | val_loss: 0.000134686 | Time: 2564.78 ms [2020-12-10 14:22:18 main:574] : INFO : Epoch 913 | loss: 0.000117139 | val_loss: 0.000133885 | Time: 2583.57 ms [2020-12-10 14:22:20 main:574] : INFO : Epoch 914 | loss: 0.000122462 | val_loss: 0.0001353 | Time: 2644.42 ms [2020-12-10 14:22:23 main:574] : INFO : Epoch 915 | loss: 0.000123071 | val_loss: 0.000149503 | Time: 2612.23 ms [2020-12-10 14:22:26 main:574] : INFO : Epoch 916 | loss: 0.000125046 | val_loss: 0.000132977 | Time: 2585.15 ms [2020-12-10 14:22:28 main:574] : INFO : Epoch 917 | loss: 0.000114536 | val_loss: 0.000128524 | Time: 2551.58 ms [2020-12-10 14:22:31 main:574] : INFO : Epoch 918 | loss: 0.000114772 | val_loss: 0.000128379 | Time: 2527.12 ms [2020-12-10 14:22:33 main:574] : INFO : Epoch 919 | loss: 0.000115988 | val_loss: 0.000136511 | Time: 2533.39 ms [2020-12-10 14:22:36 main:574] : INFO : Epoch 920 | loss: 0.000124175 | val_loss: 0.00013999 | Time: 2565.84 ms [2020-12-10 14:22:39 main:574] : INFO : Epoch 921 | loss: 0.000125054 | val_loss: 0.000133497 | Time: 2586.03 ms [2020-12-10 14:22:41 main:574] : INFO : Epoch 922 | loss: 0.000123797 | val_loss: 0.000150141 | Time: 2564.92 ms [2020-12-10 14:22:44 main:574] : INFO : Epoch 923 | loss: 0.000123579 | val_loss: 0.000131452 | Time: 2550.41 ms [2020-12-10 14:22:46 main:574] : INFO : Epoch 924 | loss: 0.000115874 | val_loss: 0.000130681 | Time: 2539.51 ms [2020-12-10 14:22:49 main:574] : INFO : Epoch 925 | loss: 0.000115263 | val_loss: 0.000132895 | Time: 2526.19 ms [2020-12-10 14:22:52 main:574] : INFO : Epoch 926 | loss: 0.000118857 | val_loss: 0.00013134 | Time: 2525.59 ms [2020-12-10 14:22:54 main:574] : INFO : Epoch 927 | loss: 0.000116981 | val_loss: 0.000145342 | Time: 2549.86 ms [2020-12-10 14:22:57 main:574] : INFO : Epoch 928 | loss: 0.000133943 | val_loss: 0.000137082 | Time: 2564.59 ms [2020-12-10 14:22:59 main:574] : INFO : Epoch 929 | loss: 0.000119286 | val_loss: 0.000131346 | Time: 2623.26 ms [2020-12-10 14:23:02 main:574] : INFO : Epoch 930 | loss: 0.000114563 | val_loss: 0.000128719 | Time: 2529.06 ms [2020-12-10 14:23:05 main:574] : INFO : Epoch 931 | loss: 0.000116767 | val_loss: 0.000131888 | Time: 2595.3 ms [2020-12-10 14:23:07 main:574] : INFO : Epoch 932 | loss: 0.000127327 | val_loss: 0.000158728 | Time: 2574.15 ms [2020-12-10 14:23:10 main:574] : INFO : Epoch 933 | loss: 0.000132084 | val_loss: 0.000135796 | Time: 2515.74 ms [2020-12-10 14:23:12 main:574] : INFO : Epoch 934 | loss: 0.000116257 | val_loss: 0.000129088 | Time: 2578.16 ms [2020-12-10 14:23:15 main:574] : INFO : Epoch 935 | loss: 0.000115697 | val_loss: 0.000129859 | Time: 2515.41 ms [2020-12-10 14:23:18 main:574] : INFO : Epoch 936 | loss: 0.000114421 | val_loss: 0.000133397 | Time: 2619.08 ms [2020-12-10 14:23:20 main:574] : INFO : Epoch 937 | loss: 0.000117695 | val_loss: 0.000129599 | Time: 2520.98 ms [2020-12-10 14:23:23 main:574] : INFO : Epoch 938 | loss: 0.000118335 | val_loss: 0.000145859 | Time: 2510.51 ms [2020-12-10 14:23:25 main:574] : INFO : Epoch 939 | loss: 0.00012437 | val_loss: 0.000136085 | Time: 2548.35 ms [2020-12-10 14:23:28 main:574] : INFO : Epoch 940 | loss: 0.000124724 | val_loss: 0.000139544 | Time: 2603.51 ms [2020-12-10 14:23:31 main:574] : INFO : Epoch 941 | loss: 0.000119383 | val_loss: 0.000130101 | Time: 2622.75 ms [2020-12-10 14:23:33 main:574] : INFO : Epoch 942 | loss: 0.000122182 | val_loss: 0.000167953 | Time: 2575.61 ms [2020-12-10 14:23:36 main:574] : INFO : Epoch 943 | loss: 0.000136649 | val_loss: 0.000138548 | Time: 2523.92 ms [2020-12-10 14:23:38 main:574] : INFO : Epoch 944 | loss: 0.000121654 | val_loss: 0.000132517 | Time: 2575.22 ms [2020-12-10 14:23:41 main:574] : INFO : Epoch 945 | loss: 0.000115349 | val_loss: 0.000129158 | Time: 2518.41 ms [2020-12-10 14:23:44 main:574] : INFO : Epoch 946 | loss: 0.000114074 | val_loss: 0.000129408 | Time: 2519.4 ms [2020-12-10 14:23:46 main:574] : INFO : Epoch 947 | loss: 0.000114635 | val_loss: 0.000127931 | Time: 2541.94 ms [2020-12-10 14:23:49 main:574] : INFO : Epoch 948 | loss: 0.000113422 | val_loss: 0.000130715 | Time: 2488.25 ms [2020-12-10 14:23:51 main:574] : INFO : Epoch 949 | loss: 0.000117611 | val_loss: 0.000139178 | Time: 2536.14 ms [2020-12-10 14:23:54 main:574] : INFO : Epoch 950 | loss: 0.000123029 | val_loss: 0.000136998 | Time: 2604.48 ms [2020-12-10 14:23:57 main:574] : INFO : Epoch 951 | loss: 0.000129445 | val_loss: 0.000145712 | Time: 2596.31 ms [2020-12-10 14:23:59 main:574] : INFO : Epoch 952 | loss: 0.000121812 | val_loss: 0.000138895 | Time: 2524.04 ms [2020-12-10 14:24:02 main:574] : INFO : Epoch 953 | loss: 0.000130706 | val_loss: 0.000139209 | Time: 2570.44 ms [2020-12-10 14:24:04 main:574] : INFO : Epoch 954 | loss: 0.00011899 | val_loss: 0.000134682 | Time: 2465.62 ms [2020-12-10 14:24:07 main:574] : INFO : Epoch 955 | loss: 0.000120567 | val_loss: 0.000133855 | Time: 2558.6 ms [2020-12-10 14:24:09 main:574] : INFO : Epoch 956 | loss: 0.00011766 | val_loss: 0.000132648 | Time: 2548.51 ms [2020-12-10 14:24:12 main:574] : INFO : Epoch 957 | loss: 0.000115455 | val_loss: 0.000130177 | Time: 2553.16 ms [2020-12-10 14:24:15 main:574] : INFO : Epoch 958 | loss: 0.000113873 | val_loss: 0.000129986 | Time: 2528.33 ms [2020-12-10 14:24:17 main:574] : INFO : Epoch 959 | loss: 0.000127801 | val_loss: 0.000140937 | Time: 2559.04 ms [2020-12-10 14:24:20 main:574] : INFO : Epoch 960 | loss: 0.000122275 | val_loss: 0.000133812 | Time: 2574.48 ms [2020-12-10 14:24:22 main:574] : INFO : Epoch 961 | loss: 0.000114825 | val_loss: 0.000134929 | Time: 2583.14 ms [2020-12-10 14:24:25 main:574] : INFO : Epoch 962 | loss: 0.00012716 | val_loss: 0.000142888 | Time: 2520.45 ms [2020-12-10 14:24:28 main:574] : INFO : Epoch 963 | loss: 0.000121046 | val_loss: 0.000138572 | Time: 2612.39 ms [2020-12-10 14:24:30 main:574] : INFO : Epoch 964 | loss: 0.000118925 | val_loss: 0.000131933 | Time: 2587.95 ms [2020-12-10 14:24:33 main:574] : INFO : Epoch 965 | loss: 0.00011775 | val_loss: 0.000129064 | Time: 2523.67 ms [2020-12-10 14:24:35 main:574] : INFO : Epoch 966 | loss: 0.00011497 | val_loss: 0.000130394 | Time: 2606.25 ms [2020-12-10 14:24:38 main:574] : INFO : Epoch 967 | loss: 0.000115196 | val_loss: 0.000137593 | Time: 2599.25 ms [2020-12-10 14:24:41 main:574] : INFO : Epoch 968 | loss: 0.000128475 | val_loss: 0.000141073 | Time: 2479.57 ms [2020-12-10 14:24:43 main:574] : INFO : Epoch 969 | loss: 0.000119103 | val_loss: 0.000133837 | Time: 2627.07 ms [2020-12-10 14:24:46 main:574] : INFO : Epoch 970 | loss: 0.000117732 | val_loss: 0.00012879 | Time: 2549.28 ms [2020-12-10 14:24:48 main:574] : INFO : Epoch 971 | loss: 0.000119584 | val_loss: 0.000130178 | Time: 2543.65 ms [2020-12-10 14:24:51 main:574] : INFO : Epoch 972 | loss: 0.000117582 | val_loss: 0.000134848 | Time: 2495.71 ms [2020-12-10 14:24:54 main:574] : INFO : Epoch 973 | loss: 0.000117789 | val_loss: 0.000130013 | Time: 2667.3 ms [2020-12-10 14:24:56 main:574] : INFO : Epoch 974 | loss: 0.000120516 | val_loss: 0.000142603 | Time: 2541.53 ms [2020-12-10 14:24:59 main:574] : INFO : Epoch 975 | loss: 0.000123373 | val_loss: 0.000135062 | Time: 2534.18 ms [2020-12-10 14:25:01 main:574] : INFO : Epoch 976 | loss: 0.000117316 | val_loss: 0.00012939 | Time: 2551.17 ms [2020-12-10 14:25:04 main:574] : INFO : Epoch 977 | loss: 0.000116125 | val_loss: 0.000128022 | Time: 2524.45 ms [2020-12-10 14:25:07 main:574] : INFO : Epoch 978 | loss: 0.000113215 | val_loss: 0.000131722 | Time: 2540.06 ms [2020-12-10 14:25:09 main:574] : INFO : Epoch 979 | loss: 0.000122501 | val_loss: 0.000142569 | Time: 2528.19 ms [2020-12-10 14:25:12 main:574] : INFO : Epoch 980 | loss: 0.000124068 | val_loss: 0.000140808 | Time: 2563.71 ms [2020-12-10 14:25:14 main:574] : INFO : Epoch 981 | loss: 0.000124186 | val_loss: 0.000141549 | Time: 2540.36 ms [2020-12-10 14:25:17 main:574] : INFO : Epoch 982 | loss: 0.00011858 | val_loss: 0.000135064 | Time: 2547.01 ms [2020-12-10 14:25:20 main:574] : INFO : Epoch 983 | loss: 0.000118548 | val_loss: 0.0001328 | Time: 2514.23 ms [2020-12-10 14:25:22 main:574] : INFO : Epoch 984 | loss: 0.000117804 | val_loss: 0.000130497 | Time: 2499.74 ms [2020-12-10 14:25:25 main:574] : INFO : Epoch 985 | loss: 0.000115008 | val_loss: 0.000129977 | Time: 2617.98 ms [2020-12-10 14:25:27 main:574] : INFO : Epoch 986 | loss: 0.000117349 | val_loss: 0.000131027 | Time: 2551.62 ms [2020-12-10 14:25:30 main:574] : INFO : Epoch 987 | loss: 0.000120404 | val_loss: 0.000146464 | Time: 2511.11 ms [2020-12-10 14:25:33 main:574] : INFO : Epoch 988 | loss: 0.000127206 | val_loss: 0.000133578 | Time: 2575.41 ms [2020-12-10 14:25:35 main:574] : INFO : Epoch 989 | loss: 0.00011666 | val_loss: 0.000131236 | Time: 2561.23 ms [2020-12-10 14:25:38 main:574] : INFO : Epoch 990 | loss: 0.000121095 | val_loss: 0.000131732 | Time: 2491.08 ms [2020-12-10 14:25:40 main:574] : INFO : Epoch 991 | loss: 0.000118618 | val_loss: 0.000145231 | Time: 2607.93 ms [2020-12-10 14:25:43 main:574] : INFO : Epoch 992 | loss: 0.00013665 | val_loss: 0.000139773 | Time: 2671.24 ms [2020-12-10 14:25:46 main:574] : INFO : Epoch 993 | loss: 0.000118871 | val_loss: 0.000130719 | Time: 2546.3 ms [2020-12-10 14:25:48 main:574] : INFO : Epoch 994 | loss: 0.000112811 | val_loss: 0.0001256 | Time: 2562.38 ms [2020-12-10 14:25:51 main:574] : INFO : Epoch 995 | loss: 0.000112522 | val_loss: 0.000126293 | Time: 2508.92 ms [2020-12-10 14:25:53 main:574] : INFO : Epoch 996 | loss: 0.000112269 | val_loss: 0.000129877 | Time: 2501.14 ms [2020-12-10 14:25:56 main:574] : INFO : Epoch 997 | loss: 0.000120956 | val_loss: 0.000136136 | Time: 2616.23 ms [2020-12-10 14:25:59 main:574] : INFO : Epoch 998 | loss: 0.000119928 | val_loss: 0.000132006 | Time: 2658.02 ms [2020-12-10 14:26:01 main:574] : INFO : Epoch 999 | loss: 0.000117554 | val_loss: 0.00013337 | Time: 2533.76 ms [2020-12-10 14:26:04 main:574] : INFO : Epoch 1000 | loss: 0.000115477 | val_loss: 0.000127925 | Time: 2545.61 ms [2020-12-10 14:26:06 main:574] : INFO : Epoch 1001 | loss: 0.000117484 | val_loss: 0.00014613 | Time: 2579.5 ms [2020-12-10 14:26:09 main:574] : INFO : Epoch 1002 | loss: 0.000130364 | val_loss: 0.000132198 | Time: 2561.22 ms [2020-12-10 14:26:12 main:574] : INFO : Epoch 1003 | loss: 0.000119616 | val_loss: 0.000131167 | Time: 2523 ms [2020-12-10 14:26:14 main:574] : INFO : Epoch 1004 | loss: 0.00011415 | val_loss: 0.000130973 | Time: 2554.71 ms [2020-12-10 14:26:17 main:574] : INFO : Epoch 1005 | loss: 0.000115884 | val_loss: 0.000145047 | Time: 2504.79 ms [2020-12-10 14:26:19 main:574] : INFO : Epoch 1006 | loss: 0.000132635 | val_loss: 0.000141113 | Time: 2537.05 ms [2020-12-10 14:26:22 main:574] : INFO : Epoch 1007 | loss: 0.000120316 | val_loss: 0.000132833 | Time: 2607.29 ms [2020-12-10 14:26:25 main:574] : INFO : Epoch 1008 | loss: 0.000118307 | val_loss: 0.000128883 | Time: 2566.56 ms [2020-12-10 14:26:27 main:574] : INFO : Epoch 1009 | loss: 0.000115899 | val_loss: 0.000136389 | Time: 2581.09 ms [2020-12-10 14:26:30 main:574] : INFO : Epoch 1010 | loss: 0.000123431 | val_loss: 0.000140106 | Time: 2538.42 ms [2020-12-10 14:26:32 main:574] : INFO : Epoch 1011 | loss: 0.000119909 | val_loss: 0.000130906 | Time: 2507.72 ms [2020-12-10 14:26:35 main:574] : INFO : Epoch 1012 | loss: 0.000117449 | val_loss: 0.000131788 | Time: 2570.66 ms [2020-12-10 14:26:38 main:574] : INFO : Epoch 1013 | loss: 0.000114763 | val_loss: 0.000128776 | Time: 2629.95 ms [2020-12-10 14:26:40 main:574] : INFO : Epoch 1014 | loss: 0.000124312 | val_loss: 0.000142244 | Time: 2535.73 ms [2020-12-10 14:26:43 main:574] : INFO : Epoch 1015 | loss: 0.000119802 | val_loss: 0.000142509 | Time: 2542.87 ms [2020-12-10 14:26:45 main:574] : INFO : Epoch 1016 | loss: 0.000117925 | val_loss: 0.000130044 | Time: 2492.82 ms [2020-12-10 14:26:48 main:574] : INFO : Epoch 1017 | loss: 0.000114098 | val_loss: 0.0001281 | Time: 2597.16 ms [2020-12-10 14:26:50 main:574] : INFO : Epoch 1018 | loss: 0.000123493 | val_loss: 0.000144757 | Time: 2549.88 ms [2020-12-10 14:26:53 main:574] : INFO : Epoch 1019 | loss: 0.000118242 | val_loss: 0.000130572 | Time: 2573.62 ms [2020-12-10 14:26:56 main:574] : INFO : Epoch 1020 | loss: 0.000113045 | val_loss: 0.000131271 | Time: 2514.36 ms [2020-12-10 14:26:58 main:574] : INFO : Epoch 1021 | loss: 0.000120969 | val_loss: 0.000131007 | Time: 2543.94 ms [2020-12-10 14:27:01 main:574] : INFO : Epoch 1022 | loss: 0.000115176 | val_loss: 0.000130548 | Time: 2631.42 ms [2020-12-10 14:27:04 main:574] : INFO : Epoch 1023 | loss: 0.000119677 | val_loss: 0.000137241 | Time: 2581.06 ms [2020-12-10 14:27:06 main:574] : INFO : Epoch 1024 | loss: 0.000130781 | val_loss: 0.000149029 | Time: 2579.31 ms [2020-12-10 14:27:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000149029 [2020-12-10 14:27:06 main:603] : INFO : Saving end state to config to file [2020-12-10 14:27:06 main:608] : INFO : Success, exiting.. 14:27:06 (14288): 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)