Task 3361642
| Name | EightBitModified-1605931223-10438-3_2 |
| Workunit | 1464158 |
| Created | 19 Dec 2020, 20:40:14 UTC |
| Sent | 19 Dec 2020, 21:08:53 UTC |
| Report deadline | 26 Dec 2020, 21:08:53 UTC |
| Received | 19 Dec 2020, 23:23:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 44 min 34 sec |
| CPU time | 43 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,539.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 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: 8.87287e-05 | val_loss: 0.000105536 | Time: 2553.71 ms [2020-12-19 23:52:29 main:574] : INFO : Epoch 531 | loss: 9.15655e-05 | val_loss: 0.000105125 | Time: 2586.29 ms [2020-12-19 23:52:32 main:574] : INFO : Epoch 532 | loss: 8.96088e-05 | val_loss: 0.000105163 | Time: 2661.53 ms [2020-12-19 23:52:34 main:574] : INFO : Epoch 533 | loss: 8.94926e-05 | val_loss: 0.000104339 | Time: 2648.14 ms [2020-12-19 23:52:37 main:574] : INFO : Epoch 534 | loss: 9.10925e-05 | val_loss: 0.000121364 | Time: 2604.94 ms [2020-12-19 23:52:40 main:574] : INFO : Epoch 535 | loss: 0.000102982 | val_loss: 0.00010892 | Time: 2638.01 ms [2020-12-19 23:52:42 main:574] : INFO : Epoch 536 | loss: 9.20246e-05 | val_loss: 0.000107742 | Time: 2575.51 ms [2020-12-19 23:52:45 main:574] : INFO : Epoch 537 | loss: 9.3984e-05 | val_loss: 0.000105348 | Time: 2687.63 ms [2020-12-19 23:52:48 main:574] : INFO : Epoch 538 | loss: 9.00213e-05 | val_loss: 0.000106109 | Time: 2602.96 ms [2020-12-19 23:52:50 main:574] : INFO : Epoch 539 | loss: 8.95725e-05 | val_loss: 0.000104752 | Time: 2577.79 ms [2020-12-19 23:52:53 main:574] : INFO : Epoch 540 | loss: 8.94522e-05 | val_loss: 0.000106953 | Time: 2659.17 ms [2020-12-19 23:52:56 main:574] : INFO : Epoch 541 | loss: 9.55729e-05 | val_loss: 0.000110384 | Time: 2626.89 ms [2020-12-19 23:52:58 main:574] : INFO : Epoch 542 | loss: 9.26947e-05 | val_loss: 0.000106865 | Time: 2644.78 ms [2020-12-19 23:53:01 main:574] : INFO : Epoch 543 | loss: 9.05201e-05 | val_loss: 0.000106289 | Time: 2653.83 ms [2020-12-19 23:53:04 main:574] : INFO : Epoch 544 | loss: 9.31985e-05 | val_loss: 0.00010685 | Time: 2576.92 ms [2020-12-19 23:53:06 main:574] : INFO : Epoch 545 | loss: 9.13611e-05 | val_loss: 0.000107185 | Time: 2565.93 ms [2020-12-19 23:53:09 main:574] : INFO : Epoch 546 | loss: 9.20446e-05 | val_loss: 0.000107087 | Time: 2562.24 ms [2020-12-19 23:53:11 main:574] : INFO : Epoch 547 | loss: 9.45038e-05 | val_loss: 0.000113811 | Time: 2647.24 ms [2020-12-19 23:53:14 main:574] : INFO : Epoch 548 | loss: 9.31562e-05 | val_loss: 0.000108635 | Time: 2666.87 ms [2020-12-19 23:53:17 main:574] : INFO : Epoch 549 | loss: 9.22797e-05 | val_loss: 0.000106431 | Time: 2584.54 ms [2020-12-19 23:53:19 main:574] : INFO : Epoch 550 | loss: 9.24379e-05 | val_loss: 0.000109414 | Time: 2608.52 ms [2020-12-19 23:53:22 main:574] : INFO : Epoch 551 | loss: 9.22059e-05 | val_loss: 0.000109005 | Time: 2648.3 ms [2020-12-19 23:53:25 main:574] : INFO : Epoch 552 | loss: 9.83571e-05 | val_loss: 0.000111182 | Time: 2499.28 ms [2020-12-19 23:53:27 main:574] : INFO : Epoch 553 | loss: 9.47267e-05 | val_loss: 0.00010843 | Time: 2586.82 ms [2020-12-19 23:53:30 main:574] : INFO : Epoch 554 | loss: 9.55793e-05 | val_loss: 0.000124513 | Time: 2634.17 ms [2020-12-19 23:53:32 main:574] : INFO : Epoch 555 | loss: 0.000104659 | val_loss: 0.000111231 | Time: 2643.01 ms [2020-12-19 23:53:35 main:574] : INFO : Epoch 556 | loss: 9.72702e-05 | val_loss: 0.000113252 | Time: 2639.4 ms [2020-12-19 23:53:38 main:574] : INFO : Epoch 557 | loss: 9.42748e-05 | val_loss: 0.00010673 | Time: 2684.16 ms [2020-12-19 23:53:40 main:574] : INFO : Epoch 558 | loss: 9.02257e-05 | val_loss: 0.000106068 | Time: 2590.31 ms [2020-12-19 23:53:43 main:574] : INFO : Epoch 559 | loss: 9.01315e-05 | val_loss: 0.000106617 | Time: 2641.08 ms [2020-12-19 23:53:46 main:574] : INFO : Epoch 560 | loss: 9.33787e-05 | val_loss: 0.000111422 | Time: 2580.8 ms [2020-12-19 23:53:48 main:574] : INFO : Epoch 561 | loss: 9.163e-05 | val_loss: 0.000105821 | Time: 2626.87 ms [2020-12-19 23:53:51 main:574] : INFO : Epoch 562 | loss: 9.39789e-05 | val_loss: 0.000118369 | Time: 2661.96 ms [2020-12-19 23:53:54 main:574] : INFO : Epoch 563 | loss: 9.89551e-05 | val_loss: 0.000116849 | Time: 2599.76 ms [2020-12-19 23:53:56 main:574] : INFO : Epoch 564 | loss: 0.000102516 | val_loss: 0.000118712 | Time: 2626.95 ms [2020-12-19 23:53:59 main:574] : INFO : Epoch 565 | loss: 9.75817e-05 | val_loss: 0.000108887 | Time: 2600.14 ms [2020-12-19 23:54:02 main:574] : INFO : Epoch 566 | loss: 9.33975e-05 | val_loss: 0.00010737 | Time: 2613.71 ms [2020-12-19 23:54:04 main:574] : INFO : Epoch 567 | loss: 9.1412e-05 | val_loss: 0.000105851 | Time: 2647.41 ms [2020-12-19 23:54:07 main:574] : INFO : Epoch 568 | loss: 9.19805e-05 | val_loss: 0.000113952 | Time: 2593.24 ms [2020-12-19 23:54:09 main:574] : INFO : Epoch 569 | loss: 0.000102365 | val_loss: 0.000116816 | Time: 2623.42 ms [2020-12-19 23:54:12 main:574] : INFO : Epoch 570 | loss: 9.60905e-05 | val_loss: 0.000108408 | Time: 2599.63 ms [2020-12-19 23:54:15 main:574] : INFO : Epoch 571 | loss: 9.2101e-05 | val_loss: 0.000108481 | Time: 2582.15 ms [2020-12-19 23:54:17 main:574] : INFO : Epoch 572 | loss: 9.62936e-05 | val_loss: 0.000114862 | Time: 2631.1 ms [2020-12-19 23:54:20 main:574] : INFO : Epoch 573 | loss: 9.89778e-05 | val_loss: 0.000116743 | Time: 2630.52 ms [2020-12-19 23:54:23 main:574] : INFO : Epoch 574 | loss: 9.57123e-05 | val_loss: 0.000110598 | Time: 2664.72 ms [2020-12-19 23:54:25 main:574] : INFO : Epoch 575 | loss: 9.49549e-05 | val_loss: 0.000108146 | Time: 2655.84 ms [2020-12-19 23:54:28 main:574] : INFO : Epoch 576 | loss: 9.17041e-05 | val_loss: 0.000106361 | Time: 2655.48 ms [2020-12-19 23:54:31 main:574] : INFO : Epoch 577 | loss: 9.29813e-05 | val_loss: 0.000113635 | Time: 2600.25 ms [2020-12-19 23:54:33 main:574] : INFO : Epoch 578 | loss: 0.000105463 | val_loss: 0.000129962 | Time: 2705.32 ms [2020-12-19 23:54:36 main:574] : INFO : Epoch 579 | loss: 0.000104633 | val_loss: 0.000113958 | Time: 2615.18 ms [2020-12-19 23:54:39 main:574] : INFO : Epoch 580 | loss: 0.000112048 | val_loss: 0.000118525 | Time: 2577.34 ms [2020-12-19 23:54:41 main:574] : INFO : Epoch 581 | loss: 9.62209e-05 | val_loss: 0.000108534 | Time: 2685.75 ms [2020-12-19 23:54:44 main:574] : INFO : Epoch 582 | loss: 9.48893e-05 | val_loss: 0.000118869 | Time: 2589.81 ms [2020-12-19 23:54:47 main:574] : INFO : Epoch 583 | loss: 9.52368e-05 | val_loss: 0.00010838 | Time: 2673.39 ms [2020-12-19 23:54:49 main:574] : INFO : Epoch 584 | loss: 9.06713e-05 | val_loss: 0.000106498 | Time: 2605.84 ms [2020-12-19 23:54:52 main:574] : INFO : Epoch 585 | loss: 9.03393e-05 | val_loss: 0.000106408 | Time: 2532 ms [2020-12-19 23:54:55 main:574] : INFO : Epoch 586 | loss: 9.24221e-05 | val_loss: 0.000107687 | Time: 2639.53 ms [2020-12-19 23:54:57 main:574] : INFO : Epoch 587 | loss: 9.16991e-05 | val_loss: 0.000110186 | Time: 2614.79 ms [2020-12-19 23:55:00 main:574] : INFO : Epoch 588 | loss: 9.75156e-05 | val_loss: 0.000121042 | Time: 2641.2 ms [2020-12-19 23:55:03 main:574] : INFO : Epoch 589 | loss: 0.000101493 | val_loss: 0.000113849 | Time: 2664.38 ms [2020-12-19 23:55:05 main:574] : INFO : Epoch 590 | loss: 9.46024e-05 | val_loss: 0.0001086 | Time: 2725.9 ms [2020-12-19 23:55:08 main:574] : INFO : Epoch 591 | loss: 9.73259e-05 | val_loss: 0.000115962 | Time: 2658.77 ms [2020-12-19 23:55:11 main:574] : INFO : Epoch 592 | loss: 9.50342e-05 | val_loss: 0.000109703 | Time: 2611.33 ms [2020-12-19 23:55:13 main:574] : INFO : Epoch 593 | loss: 9.19992e-05 | val_loss: 0.000106938 | Time: 2607.88 ms [2020-12-19 23:55:16 main:574] : INFO : Epoch 594 | loss: 9.16114e-05 | val_loss: 0.000105427 | Time: 2614.41 ms [2020-12-19 23:55:19 main:574] : INFO : Epoch 595 | loss: 9.13929e-05 | val_loss: 0.000109906 | Time: 2626.86 ms [2020-12-19 23:55:21 main:574] : INFO : Epoch 596 | loss: 0.00010058 | val_loss: 0.000121316 | Time: 2611.44 ms [2020-12-19 23:55:24 main:574] : INFO : Epoch 597 | loss: 0.000100937 | val_loss: 0.000118482 | Time: 2656.92 ms [2020-12-19 23:55:26 main:574] : INFO : Epoch 598 | loss: 9.8691e-05 | val_loss: 0.000108973 | Time: 2592.37 ms [2020-12-19 23:55:29 main:574] : INFO : Epoch 599 | loss: 0.000100248 | val_loss: 0.000128044 | Time: 2564.91 ms [2020-12-19 23:55:32 main:574] : INFO : Epoch 600 | loss: 9.96962e-05 | val_loss: 0.000109528 | Time: 2594.69 ms [2020-12-19 23:55:34 main:574] : INFO : Epoch 601 | loss: 0.000103598 | val_loss: 0.000109681 | Time: 2607.97 ms [2020-12-19 23:55:37 main:574] : INFO : Epoch 602 | loss: 9.38538e-05 | val_loss: 0.000107525 | Time: 2651.13 ms [2020-12-19 23:55:40 main:574] : INFO : Epoch 603 | loss: 9.36064e-05 | val_loss: 0.000113572 | Time: 2619.58 ms [2020-12-19 23:55:42 main:574] : INFO : Epoch 604 | loss: 9.42944e-05 | val_loss: 0.000109326 | Time: 2575.68 ms [2020-12-19 23:55:45 main:574] : INFO : Epoch 605 | loss: 9.1501e-05 | val_loss: 0.000106416 | Time: 2653.99 ms [2020-12-19 23:55:48 main:574] : INFO : Epoch 606 | loss: 9.20862e-05 | val_loss: 0.000108995 | Time: 2592.17 ms [2020-12-19 23:55:50 main:574] : INFO : Epoch 607 | loss: 9.21959e-05 | val_loss: 0.000107231 | Time: 2637.98 ms [2020-12-19 23:55:53 main:574] : INFO : Epoch 608 | loss: 9.21032e-05 | val_loss: 0.000108444 | Time: 2609.2 ms [2020-12-19 23:55:55 main:574] : INFO : Epoch 609 | loss: 0.000102081 | val_loss: 0.000111878 | Time: 2614.73 ms [2020-12-19 23:55:58 main:574] : INFO : Epoch 610 | loss: 0.000110364 | val_loss: 0.000316221 | Time: 2643.39 ms [2020-12-19 23:56:01 main:574] : INFO : Epoch 611 | loss: 0.00103872 | val_loss: 0.00154872 | Time: 2557.22 ms [2020-12-19 23:56:03 main:574] : INFO : Epoch 612 | loss: 0.000888148 | val_loss: 0.000397807 | Time: 2624.2 ms [2020-12-19 23:56:06 main:574] : INFO : Epoch 613 | loss: 0.00032823 | val_loss: 0.000229171 | Time: 2612.6 ms [2020-12-19 23:56:09 main:574] : INFO : Epoch 614 | loss: 0.0018912 | val_loss: 0.00420266 | Time: 2704.43 ms [2020-12-19 23:56:11 main:574] : INFO : Epoch 615 | loss: 0.00155691 | val_loss: 0.000781803 | Time: 2630.64 ms [2020-12-19 23:56:14 main:574] : INFO : Epoch 616 | loss: 0.000357288 | val_loss: 0.000193235 | Time: 2645.18 ms [2020-12-19 23:56:17 main:574] : INFO : Epoch 617 | loss: 0.000198265 | val_loss: 0.000269616 | Time: 2640.24 ms [2020-12-19 23:56:19 main:574] : INFO : Epoch 618 | loss: 0.000222575 | val_loss: 0.000153574 | Time: 2622.42 ms [2020-12-19 23:56:22 main:574] : INFO : Epoch 619 | loss: 0.000121282 | val_loss: 0.000112757 | Time: 2621.86 ms [2020-12-19 23:56:25 main:574] : INFO : Epoch 620 | loss: 0.000102519 | val_loss: 0.000110973 | Time: 2595.96 ms [2020-12-19 23:56:27 main:574] : INFO : Epoch 621 | loss: 0.000100644 | val_loss: 0.000114257 | Time: 2637.9 ms [2020-12-19 23:56:30 main:574] : INFO : Epoch 622 | loss: 0.000115351 | val_loss: 0.000121372 | Time: 2621.68 ms [2020-12-19 23:56:33 main:574] : INFO : Epoch 623 | loss: 0.000113699 | val_loss: 0.000121452 | Time: 2607.76 ms [2020-12-19 23:56:35 main:574] : INFO : Epoch 624 | loss: 0.000111484 | val_loss: 0.000119695 | Time: 2630.43 ms [2020-12-19 23:56:38 main:574] : INFO : Epoch 625 | loss: 0.000111179 | val_loss: 0.000119752 | Time: 2586.6 ms [2020-12-19 23:56:40 main:574] : INFO : Epoch 626 | loss: 0.00011117 | val_loss: 0.00011958 | Time: 2575.69 ms [2020-12-19 23:56:43 main:574] : INFO : Epoch 627 | loss: 0.00011109 | val_loss: 0.000119622 | Time: 2583.4 ms [2020-12-19 23:56:46 main:574] : INFO : Epoch 628 | loss: 0.000111029 | val_loss: 0.000119663 | Time: 2650.04 ms [2020-12-19 23:56:48 main:574] : INFO : Epoch 629 | loss: 0.000110988 | val_loss: 0.000119556 | Time: 2616.64 ms [2020-12-19 23:56:51 main:574] : INFO : Epoch 630 | loss: 0.000111058 | val_loss: 0.000119581 | Time: 2599.57 ms [2020-12-19 23:56:54 main:574] : INFO : Epoch 631 | loss: 0.000111026 | val_loss: 0.000119465 | Time: 2619.16 ms [2020-12-19 23:56:56 main:574] : INFO : Epoch 632 | loss: 0.000110859 | val_loss: 0.00011939 | Time: 2604.02 ms [2020-12-19 23:56:59 main:574] : INFO : Epoch 633 | loss: 0.000110993 | val_loss: 0.000119679 | Time: 2636.25 ms [2020-12-19 23:57:02 main:574] : INFO : Epoch 634 | loss: 0.000110957 | val_loss: 0.000119443 | Time: 2617.46 ms [2020-12-19 23:57:04 main:574] : INFO : Epoch 635 | loss: 0.00011097 | val_loss: 0.000119368 | Time: 2690.63 ms [2020-12-19 23:57:07 main:574] : INFO : Epoch 636 | loss: 0.000110929 | val_loss: 0.000119533 | Time: 2614.47 ms [2020-12-19 23:57:09 main:574] : INFO : Epoch 637 | loss: 0.00011091 | val_loss: 0.000119502 | Time: 2572.45 ms [2020-12-19 23:57:12 main:574] : INFO : Epoch 638 | loss: 0.000110821 | val_loss: 0.000119443 | Time: 2575.99 ms [2020-12-19 23:57:15 main:574] : INFO : Epoch 639 | loss: 0.000111013 | val_loss: 0.000119575 | Time: 2598.41 ms [2020-12-19 23:57:17 main:574] : INFO : Epoch 640 | loss: 0.000110878 | val_loss: 0.000119415 | Time: 2561.84 ms [2020-12-19 23:57:20 main:574] : INFO : Epoch 641 | loss: 0.000110836 | val_loss: 0.000119578 | Time: 2705.08 ms [2020-12-19 23:57:23 main:574] : INFO : Epoch 642 | loss: 0.000110861 | val_loss: 0.000119426 | Time: 2606.55 ms [2020-12-19 23:57:25 main:574] : INFO : Epoch 643 | loss: 0.000110769 | val_loss: 0.000119561 | Time: 2603.17 ms [2020-12-19 23:57:28 main:574] : INFO : Epoch 644 | loss: 0.000110921 | val_loss: 0.000119625 | Time: 2684.21 ms [2020-12-19 23:57:31 main:574] : INFO : Epoch 645 | loss: 0.0001109 | val_loss: 0.000119539 | Time: 2567.28 ms [2020-12-19 23:57:33 main:574] : INFO : Epoch 646 | loss: 0.000111008 | val_loss: 0.00012005 | Time: 2548.16 ms [2020-12-19 23:57:36 main:574] : INFO : Epoch 647 | loss: 0.00011115 | val_loss: 0.000119939 | Time: 2545.79 ms [2020-12-19 23:57:38 main:574] : INFO : Epoch 648 | loss: 0.000111005 | val_loss: 0.000119875 | Time: 2621.49 ms [2020-12-19 23:57:41 main:574] : INFO : Epoch 649 | loss: 0.000111159 | val_loss: 0.000119724 | Time: 2600.9 ms [2020-12-19 23:57:44 main:574] : INFO : Epoch 650 | loss: 0.000111056 | val_loss: 0.000119716 | Time: 2650.26 ms [2020-12-19 23:57:46 main:574] : INFO : Epoch 651 | loss: 0.00011126 | val_loss: 0.000120116 | Time: 2651.92 ms [2020-12-19 23:57:49 main:574] : INFO : Epoch 652 | loss: 0.000111173 | val_loss: 0.000120838 | Time: 2641.17 ms [2020-12-19 23:57:52 main:574] : INFO : Epoch 653 | loss: 0.000113818 | val_loss: 0.000120591 | Time: 2621.77 ms [2020-12-19 23:57:54 main:574] : INFO : Epoch 654 | loss: 0.000111305 | val_loss: 0.000119546 | Time: 2664.88 ms [2020-12-19 23:57:57 main:574] : INFO : Epoch 655 | loss: 0.000111164 | val_loss: 0.00012054 | Time: 2657.91 ms [2020-12-19 23:58:00 main:574] : INFO : Epoch 656 | loss: 0.000111558 | val_loss: 0.000119605 | Time: 2600.29 ms [2020-12-19 23:58:02 main:574] : INFO : Epoch 657 | loss: 0.000111347 | val_loss: 0.000121907 | Time: 2637.37 ms [2020-12-19 23:58:05 main:574] : INFO : Epoch 658 | loss: 0.000113098 | val_loss: 0.000119705 | Time: 2615.15 ms [2020-12-19 23:58:08 main:574] : INFO : Epoch 659 | loss: 0.000111462 | val_loss: 0.000120393 | Time: 2612.54 ms [2020-12-19 23:58:10 main:574] : INFO : Epoch 660 | loss: 0.000111319 | val_loss: 0.000120749 | Time: 2653.75 ms [2020-12-19 23:58:13 main:574] : INFO : Epoch 661 | loss: 0.000111834 | val_loss: 0.000120022 | Time: 2679.38 ms [2020-12-19 23:58:16 main:574] : INFO : Epoch 662 | loss: 0.000111418 | val_loss: 0.000119935 | Time: 2606.28 ms [2020-12-19 23:58:18 main:574] : INFO : Epoch 663 | loss: 0.000111478 | val_loss: 0.000120947 | Time: 2580.25 ms [2020-12-19 23:58:21 main:574] : INFO : Epoch 664 | loss: 0.000115131 | val_loss: 0.000121951 | Time: 2632.95 ms [2020-12-19 23:58:23 main:574] : INFO : Epoch 665 | loss: 0.000111523 | val_loss: 0.000120446 | Time: 2616.85 ms [2020-12-19 23:58:26 main:574] : INFO : Epoch 666 | loss: 0.000111349 | val_loss: 0.000120599 | Time: 2591.44 ms [2020-12-19 23:58:29 main:574] : INFO : Epoch 667 | loss: 0.000111647 | val_loss: 0.000120637 | Time: 2616.22 ms [2020-12-19 23:58:31 main:574] : INFO : Epoch 668 | loss: 0.000112456 | val_loss: 0.000122341 | Time: 2574.62 ms [2020-12-19 23:58:34 main:574] : INFO : Epoch 669 | loss: 0.000112541 | val_loss: 0.000120493 | Time: 2577.14 ms [2020-12-19 23:58:37 main:574] : INFO : Epoch 670 | loss: 0.000112515 | val_loss: 0.000122279 | Time: 2686.04 ms [2020-12-19 23:58:39 main:574] : INFO : Epoch 671 | loss: 0.000114179 | val_loss: 0.000123573 | Time: 2572.62 ms [2020-12-19 23:58:42 main:574] : INFO : Epoch 672 | loss: 0.000112929 | val_loss: 0.000120713 | Time: 2639.13 ms [2020-12-19 23:58:44 main:574] : INFO : Epoch 673 | loss: 0.000112215 | val_loss: 0.000120642 | Time: 2569.96 ms [2020-12-19 23:58:47 main:574] : INFO : Epoch 674 | loss: 0.000112726 | val_loss: 0.000122598 | Time: 2651.23 ms [2020-12-19 23:58:50 main:574] : INFO : Epoch 675 | loss: 0.000117963 | val_loss: 0.000125386 | Time: 2681.89 ms [2020-12-19 23:58:53 main:574] : INFO : Epoch 676 | loss: 0.000115133 | val_loss: 0.000121467 | Time: 2666.79 ms [2020-12-19 23:58:55 main:574] : INFO : Epoch 677 | loss: 0.000112499 | val_loss: 0.00012102 | Time: 2625.38 ms [2020-12-19 23:58:58 main:574] : INFO : Epoch 678 | loss: 0.000111986 | val_loss: 0.00012005 | Time: 2587.9 ms [2020-12-19 23:59:00 main:574] : INFO : Epoch 679 | loss: 0.00011183 | val_loss: 0.000121372 | Time: 2586.69 ms [2020-12-19 23:59:03 main:574] : INFO : Epoch 680 | loss: 0.000112709 | val_loss: 0.000119942 | Time: 2603.79 ms [2020-12-19 23:59:06 main:574] : INFO : Epoch 681 | loss: 0.000112679 | val_loss: 0.000126746 | Time: 2633.5 ms [2020-12-19 23:59:08 main:574] : INFO : Epoch 682 | loss: 0.000114421 | val_loss: 0.000120755 | Time: 2683.38 ms [2020-12-19 23:59:11 main:574] : INFO : Epoch 683 | loss: 0.000112914 | val_loss: 0.000122257 | Time: 2594.14 ms [2020-12-19 23:59:14 main:574] : INFO : Epoch 684 | loss: 0.000117929 | val_loss: 0.0001277 | Time: 2634.5 ms [2020-12-19 23:59:16 main:574] : INFO : Epoch 685 | loss: 0.000113759 | val_loss: 0.000121792 | Time: 2652.82 ms [2020-12-19 23:59:19 main:574] : INFO : Epoch 686 | loss: 0.000113823 | val_loss: 0.000120977 | Time: 2689.76 ms [2020-12-19 23:59:22 main:574] : INFO : Epoch 687 | loss: 0.000112606 | val_loss: 0.000121487 | Time: 2629.62 ms [2020-12-19 23:59:24 main:574] : INFO : Epoch 688 | loss: 0.000113652 | val_loss: 0.000122744 | Time: 2618.15 ms [2020-12-19 23:59:27 main:574] : INFO : Epoch 689 | loss: 0.000115565 | val_loss: 0.000128949 | Time: 2606.4 ms [2020-12-19 23:59:30 main:574] : INFO : Epoch 690 | loss: 0.000116845 | val_loss: 0.000122126 | Time: 2680.5 ms [2020-12-19 23:59:32 main:574] : INFO : Epoch 691 | loss: 0.00011264 | val_loss: 0.00012129 | Time: 2617.36 ms [2020-12-19 23:59:35 main:574] : INFO : Epoch 692 | loss: 0.000112908 | val_loss: 0.000122536 | Time: 2637.88 ms [2020-12-19 23:59:38 main:574] : INFO : Epoch 693 | loss: 0.000113766 | val_loss: 0.00012289 | Time: 2592.03 ms [2020-12-19 23:59:40 main:574] : INFO : Epoch 694 | loss: 0.000115662 | val_loss: 0.000125337 | Time: 2598.46 ms [2020-12-19 23:59:43 main:574] : INFO : Epoch 695 | loss: 0.000115323 | val_loss: 0.000123183 | Time: 2665.54 ms [2020-12-19 23:59:46 main:574] : INFO : Epoch 696 | loss: 0.000113416 | val_loss: 0.000123232 | Time: 2610.54 ms [2020-12-19 23:59:48 main:574] : INFO : Epoch 697 | loss: 0.000115937 | val_loss: 0.000132367 | Time: 2691.1 ms [2020-12-19 23:59:51 main:574] : INFO : Epoch 698 | loss: 0.000119197 | val_loss: 0.000122131 | Time: 2649.34 ms [2020-12-19 23:59:54 main:574] : INFO : Epoch 699 | loss: 0.000113193 | val_loss: 0.000122191 | Time: 2637.95 ms [2020-12-19 23:59:56 main:574] : INFO : Epoch 700 | loss: 0.000113953 | val_loss: 0.000123632 | Time: 2632.93 ms [2020-12-19 23:59:59 main:574] : INFO : Epoch 701 | loss: 0.000112813 | val_loss: 0.000120808 | Time: 2651 ms [2020-12-20 00:00:02 main:574] : INFO : Epoch 702 | loss: 0.000113567 | val_loss: 0.000124399 | Time: 2584.36 ms [2020-12-20 00:00:04 main:574] : INFO : Epoch 703 | loss: 0.00011553 | val_loss: 0.000124631 | Time: 2589.83 ms [2020-12-20 00:00:07 main:574] : INFO : Epoch 704 | loss: 0.000114316 | val_loss: 0.000122261 | Time: 2698.09 ms [2020-12-20 00:00:10 main:574] : INFO : Epoch 705 | loss: 0.000116839 | val_loss: 0.000122569 | Time: 2663.22 ms [2020-12-20 00:00:12 main:574] : INFO : Epoch 706 | loss: 0.000116417 | val_loss: 0.000123716 | Time: 2588.3 ms [2020-12-20 00:00:15 main:574] : INFO : Epoch 707 | loss: 0.000115665 | val_loss: 0.00012584 | Time: 2602.52 ms [2020-12-20 00:00:17 main:574] : INFO : Epoch 708 | loss: 0.000114738 | val_loss: 0.000122225 | Time: 2550.58 ms [2020-12-20 00:00:19 main:574] : INFO : Epoch 709 | loss: 0.000114321 | val_loss: 0.000122027 | Time: 2078.83 ms [2020-12-20 00:00:22 main:574] : INFO : Epoch 710 | loss: 0.000112606 | val_loss: 0.000121582 | Time: 2088.54 ms [2020-12-20 00:00:24 main:574] : INFO : Epoch 711 | loss: 0.000114445 | val_loss: 0.000128242 | Time: 2109.15 ms [2020-12-20 00:00:26 main:574] : INFO : Epoch 712 | loss: 0.000118068 | val_loss: 0.000130777 | Time: 2184.02 ms [2020-12-20 00:00:28 main:574] : INFO : Epoch 713 | loss: 0.000123019 | val_loss: 0.000129772 | Time: 2043.25 ms [2020-12-20 00:00:30 main:574] : INFO : Epoch 714 | loss: 0.00011711 | val_loss: 0.000123515 | Time: 1998.5 ms [2020-12-20 00:00:32 main:574] : INFO : Epoch 715 | loss: 0.00011348 | val_loss: 0.000121851 | Time: 2021.37 ms [2020-12-20 00:00:34 main:574] : INFO : Epoch 716 | loss: 0.000113399 | val_loss: 0.000123188 | Time: 2188.82 ms [2020-12-20 00:00:36 main:574] : INFO : Epoch 717 | loss: 0.000114242 | val_loss: 0.000121464 | Time: 2029.84 ms [2020-12-20 00:00:38 main:574] : INFO : Epoch 718 | loss: 0.000119085 | val_loss: 0.000144882 | Time: 2076.64 ms [2020-12-20 00:00:41 main:574] : INFO : Epoch 719 | loss: 0.000121802 | val_loss: 0.000124748 | Time: 2137.91 ms [2020-12-20 00:00:43 main:574] : INFO : Epoch 720 | loss: 0.000114546 | val_loss: 0.000123322 | Time: 2084.41 ms [2020-12-20 00:00:45 main:574] : INFO : Epoch 721 | loss: 0.000113434 | val_loss: 0.000123904 | Time: 2170.58 ms [2020-12-20 00:00:47 main:574] : INFO : Epoch 722 | loss: 0.000114928 | val_loss: 0.000122556 | Time: 2052.94 ms [2020-12-20 00:00:49 main:574] : INFO : Epoch 723 | loss: 0.000113657 | val_loss: 0.000122206 | Time: 2134.85 ms [2020-12-20 00:00:51 main:574] : INFO : Epoch 724 | loss: 0.000115097 | val_loss: 0.000125516 | Time: 2035.59 ms [2020-12-20 00:00:53 main:574] : INFO : Epoch 725 | loss: 0.000114472 | val_loss: 0.000122222 | Time: 2067.92 ms [2020-12-20 00:00:55 main:574] : INFO : Epoch 726 | loss: 0.000115597 | val_loss: 0.000129513 | Time: 2028.12 ms [2020-12-20 00:00:57 main:574] : INFO : Epoch 727 | loss: 0.000121218 | val_loss: 0.000125489 | Time: 2038.84 ms [2020-12-20 00:00:59 main:574] : INFO : Epoch 728 | loss: 0.000120975 | val_loss: 0.000129207 | Time: 2048.22 ms [2020-12-20 00:01:02 main:574] : INFO : Epoch 729 | loss: 0.000116496 | val_loss: 0.000125008 | Time: 2170.65 ms [2020-12-20 00:01:04 main:574] : INFO : Epoch 730 | loss: 0.000114719 | val_loss: 0.000123792 | Time: 2194.08 ms [2020-12-20 00:01:06 main:574] : INFO : Epoch 731 | loss: 0.000114714 | val_loss: 0.000122353 | Time: 2096.55 ms [2020-12-20 00:01:08 main:574] : INFO : Epoch 732 | loss: 0.000116775 | val_loss: 0.000129759 | Time: 2101.69 ms [2020-12-20 00:01:10 main:574] : INFO : Epoch 733 | loss: 0.00011849 | val_loss: 0.000127841 | Time: 2062.14 ms [2020-12-20 00:01:12 main:574] : INFO : Epoch 734 | loss: 0.000120089 | val_loss: 0.000127165 | Time: 2109.29 ms [2020-12-20 00:01:14 main:574] : INFO : Epoch 735 | loss: 0.000118779 | val_loss: 0.000124664 | Time: 2112.2 ms [2020-12-20 00:01:17 main:574] : INFO : Epoch 736 | loss: 0.000114496 | val_loss: 0.000122454 | Time: 2098.8 ms [2020-12-20 00:01:19 main:574] : INFO : Epoch 737 | loss: 0.00011396 | val_loss: 0.000121843 | Time: 2017.64 ms [2020-12-20 00:01:21 main:574] : INFO : Epoch 738 | loss: 0.000115106 | val_loss: 0.000124359 | Time: 2178.86 ms [2020-12-20 00:01:23 main:574] : INFO : Epoch 739 | loss: 0.00011921 | val_loss: 0.000124552 | Time: 2132.98 ms [2020-12-20 00:01:25 main:574] : INFO : Epoch 740 | loss: 0.000115381 | val_loss: 0.000125561 | Time: 2083.63 ms [2020-12-20 00:01:27 main:574] : INFO : Epoch 741 | loss: 0.00011108 | val_loss: 0.000123794 | Time: 2064.67 ms [2020-12-20 00:01:29 main:574] : INFO : Epoch 742 | loss: 0.000101067 | val_loss: 0.000107343 | Time: 2096.13 ms [2020-12-20 00:01:31 main:574] : INFO : Epoch 743 | loss: 9.16623e-05 | val_loss: 0.000106842 | Time: 2151.52 ms [2020-12-20 00:01:33 main:574] : INFO : Epoch 744 | loss: 9.17061e-05 | val_loss: 0.000115536 | Time: 2078.67 ms [2020-12-20 00:01:36 main:574] : INFO : Epoch 745 | loss: 0.000103021 | val_loss: 0.000113395 | Time: 2079.38 ms [2020-12-20 00:01:38 main:574] : INFO : Epoch 746 | loss: 0.000100622 | val_loss: 0.000112029 | Time: 2093.52 ms [2020-12-20 00:01:40 main:574] : INFO : Epoch 747 | loss: 9.30856e-05 | val_loss: 0.000107274 | Time: 2176.8 ms [2020-12-20 00:01:42 main:574] : INFO : Epoch 748 | loss: 9.09878e-05 | val_loss: 0.000105333 | Time: 2124.89 ms [2020-12-20 00:01:44 main:574] : INFO : Epoch 749 | loss: 8.95461e-05 | val_loss: 0.000105699 | Time: 2188.69 ms [2020-12-20 00:01:46 main:574] : INFO : Epoch 750 | loss: 9.17263e-05 | val_loss: 0.000106319 | Time: 2165.65 ms [2020-12-20 00:01:49 main:574] : INFO : Epoch 751 | loss: 9.0931e-05 | val_loss: 0.000106457 | Time: 2270.73 ms [2020-12-20 00:01:51 main:574] : INFO : Epoch 752 | loss: 9.83211e-05 | val_loss: 0.000122439 | Time: 2259.84 ms [2020-12-20 00:01:53 main:574] : INFO : Epoch 753 | loss: 9.96906e-05 | val_loss: 0.000110731 | Time: 2166.76 ms [2020-12-20 00:01:55 main:574] : INFO : Epoch 754 | loss: 9.65859e-05 | val_loss: 0.000123348 | Time: 2191.71 ms [2020-12-20 00:01:57 main:574] : INFO : Epoch 755 | loss: 0.000100141 | val_loss: 0.000111847 | Time: 2090.09 ms [2020-12-20 00:01:59 main:574] : INFO : Epoch 756 | loss: 9.3367e-05 | val_loss: 0.000108505 | Time: 2029.86 ms [2020-12-20 00:02:02 main:574] : INFO : Epoch 757 | loss: 9.41827e-05 | val_loss: 0.000108329 | Time: 2182.11 ms [2020-12-20 00:02:04 main:574] : INFO : Epoch 758 | loss: 9.19761e-05 | val_loss: 0.00010583 | Time: 2270.59 ms [2020-12-20 00:02:06 main:574] : INFO : Epoch 759 | loss: 9.08563e-05 | val_loss: 0.000108748 | Time: 2121.73 ms [2020-12-20 00:02:08 main:574] : INFO : Epoch 760 | loss: 9.24531e-05 | val_loss: 0.000106167 | Time: 2184.79 ms [2020-12-20 00:02:11 main:574] : INFO : Epoch 761 | loss: 9.37894e-05 | val_loss: 0.000114297 | Time: 2192.35 ms [2020-12-20 00:02:13 main:574] : INFO : Epoch 762 | loss: 0.00010117 | val_loss: 0.00011495 | Time: 2168.57 ms [2020-12-20 00:02:15 main:574] : INFO : Epoch 763 | loss: 9.54665e-05 | val_loss: 0.000109818 | Time: 2138.26 ms [2020-12-20 00:02:17 main:574] : INFO : Epoch 764 | loss: 9.11519e-05 | val_loss: 0.000106198 | Time: 2025.29 ms [2020-12-20 00:02:19 main:574] : INFO : Epoch 765 | loss: 9.45577e-05 | val_loss: 0.00011539 | Time: 2113.46 ms [2020-12-20 00:02:21 main:574] : INFO : Epoch 766 | loss: 9.88821e-05 | val_loss: 0.000110061 | Time: 2082.43 ms [2020-12-20 00:02:23 main:574] : INFO : Epoch 767 | loss: 9.27523e-05 | val_loss: 0.000105543 | Time: 2129.24 ms [2020-12-20 00:02:25 main:574] : INFO : Epoch 768 | loss: 9.09794e-05 | val_loss: 0.00010668 | Time: 2055.27 ms [2020-12-20 00:02:27 main:574] : INFO : Epoch 769 | loss: 9.68164e-05 | val_loss: 0.00011545 | Time: 2037.84 ms [2020-12-20 00:02:30 main:574] : INFO : Epoch 770 | loss: 0.00010049 | val_loss: 0.000114797 | Time: 2048.77 ms [2020-12-20 00:02:32 main:574] : INFO : Epoch 771 | loss: 9.45424e-05 | val_loss: 0.000111027 | Time: 2112.8 ms [2020-12-20 00:02:34 main:574] : INFO : Epoch 772 | loss: 9.38615e-05 | val_loss: 0.000109788 | Time: 2127.14 ms [2020-12-20 00:02:36 main:574] : INFO : Epoch 773 | loss: 9.79907e-05 | val_loss: 0.00010915 | Time: 2168.58 ms [2020-12-20 00:02:38 main:574] : INFO : Epoch 774 | loss: 9.36164e-05 | val_loss: 0.000113009 | Time: 2094.26 ms [2020-12-20 00:02:40 main:574] : INFO : Epoch 775 | loss: 0.00010526 | val_loss: 0.000120241 | Time: 2110.22 ms [2020-12-20 00:02:42 main:574] : INFO : Epoch 776 | loss: 9.95053e-05 | val_loss: 0.00011103 | Time: 2152.2 ms [2020-12-20 00:02:45 main:574] : INFO : Epoch 777 | loss: 9.63808e-05 | val_loss: 0.000110333 | Time: 2105.96 ms [2020-12-20 00:02:47 main:574] : INFO : Epoch 778 | loss: 9.11667e-05 | val_loss: 0.000104923 | Time: 2225.24 ms [2020-12-20 00:02:49 main:574] : INFO : Epoch 779 | loss: 8.99799e-05 | val_loss: 0.000106842 | Time: 2167.82 ms [2020-12-20 00:02:51 main:574] : INFO : Epoch 780 | loss: 9.44627e-05 | val_loss: 0.00011166 | Time: 2089.62 ms [2020-12-20 00:02:53 main:574] : INFO : Epoch 781 | loss: 9.46362e-05 | val_loss: 0.000108056 | Time: 2173.43 ms [2020-12-20 00:02:55 main:574] : INFO : Epoch 782 | loss: 9.18086e-05 | val_loss: 0.000106982 | Time: 2096.39 ms [2020-12-20 00:02:57 main:574] : INFO : Epoch 783 | loss: 9.32819e-05 | val_loss: 0.000112138 | Time: 2129.16 ms [2020-12-20 00:03:00 main:574] : INFO : Epoch 784 | loss: 9.96931e-05 | val_loss: 0.000113281 | Time: 2079.17 ms [2020-12-20 00:03:02 main:574] : INFO : Epoch 785 | loss: 9.64739e-05 | val_loss: 0.000111058 | Time: 2074.32 ms [2020-12-20 00:03:04 main:574] : INFO : Epoch 786 | loss: 9.27638e-05 | val_loss: 0.000108483 | Time: 2097.53 ms [2020-12-20 00:03:06 main:574] : INFO : Epoch 787 | loss: 9.18468e-05 | val_loss: 0.000107361 | Time: 2122.14 ms [2020-12-20 00:03:08 main:574] : INFO : Epoch 788 | loss: 9.46373e-05 | val_loss: 0.000114506 | Time: 2060.4 ms [2020-12-20 00:03:10 main:574] : INFO : Epoch 789 | loss: 0.000100671 | val_loss: 0.00011542 | Time: 2058.99 ms [2020-12-20 00:03:12 main:574] : INFO : Epoch 790 | loss: 0.000104188 | val_loss: 0.000133731 | Time: 2025.74 ms [2020-12-20 00:03:14 main:574] : INFO : Epoch 791 | loss: 0.000104872 | val_loss: 0.000112264 | Time: 2088.31 ms [2020-12-20 00:03:16 main:574] : INFO : Epoch 792 | loss: 0.000111575 | val_loss: 0.000120781 | Time: 2076.99 ms [2020-12-20 00:03:18 main:574] : INFO : Epoch 793 | loss: 0.000100258 | val_loss: 0.000111764 | Time: 2005.44 ms [2020-12-20 00:03:21 main:574] : INFO : Epoch 794 | loss: 9.87721e-05 | val_loss: 0.000121525 | Time: 2386.35 ms [2020-12-20 00:03:23 main:574] : INFO : Epoch 795 | loss: 0.000107848 | val_loss: 0.000110047 | Time: 2549.31 ms [2020-12-20 00:03:26 main:574] : INFO : Epoch 796 | loss: 9.24758e-05 | val_loss: 0.000105949 | Time: 2563.6 ms [2020-12-20 00:03:29 main:574] : INFO : Epoch 797 | loss: 8.94839e-05 | val_loss: 0.000104798 | Time: 2567.67 ms [2020-12-20 00:03:31 main:574] : INFO : Epoch 798 | loss: 8.90289e-05 | val_loss: 0.000104368 | Time: 2586.39 ms [2020-12-20 00:03:34 main:574] : INFO : Epoch 799 | loss: 8.87393e-05 | val_loss: 0.000104677 | Time: 2561.21 ms [2020-12-20 00:03:36 main:574] : INFO : Epoch 800 | loss: 9.39898e-05 | val_loss: 0.000120234 | Time: 2640.24 ms [2020-12-20 00:03:39 main:574] : INFO : Epoch 801 | loss: 9.66691e-05 | val_loss: 0.00010705 | Time: 2607.15 ms [2020-12-20 00:03:42 main:574] : INFO : Epoch 802 | loss: 9.0658e-05 | val_loss: 0.000104991 | Time: 2605.8 ms [2020-12-20 00:03:44 main:574] : INFO : Epoch 803 | loss: 8.97307e-05 | val_loss: 0.000105496 | Time: 2654.12 ms [2020-12-20 00:03:47 main:574] : INFO : Epoch 804 | loss: 8.96206e-05 | val_loss: 0.000105635 | Time: 2687.03 ms [2020-12-20 00:03:50 main:574] : INFO : Epoch 805 | loss: 8.97293e-05 | val_loss: 0.000108306 | Time: 2584.03 ms [2020-12-20 00:03:52 main:574] : INFO : Epoch 806 | loss: 9.82439e-05 | val_loss: 0.000121737 | Time: 2583.06 ms [2020-12-20 00:03:55 main:574] : INFO : Epoch 807 | loss: 0.000101223 | val_loss: 0.00011321 | Time: 2570.31 ms [2020-12-20 00:03:58 main:574] : INFO : Epoch 808 | loss: 9.50556e-05 | val_loss: 0.000110155 | Time: 2675.62 ms [2020-12-20 00:04:00 main:574] : INFO : Epoch 809 | loss: 9.40112e-05 | val_loss: 0.000105838 | Time: 2652.32 ms [2020-12-20 00:04:03 main:574] : INFO : Epoch 810 | loss: 9.10497e-05 | val_loss: 0.000105679 | Time: 2648.95 ms [2020-12-20 00:04:06 main:574] : INFO : Epoch 811 | loss: 9.08524e-05 | val_loss: 0.000111593 | Time: 2604.9 ms [2020-12-20 00:04:08 main:574] : INFO : Epoch 812 | loss: 9.9463e-05 | val_loss: 0.000117169 | Time: 2644.92 ms [2020-12-20 00:04:11 main:574] : INFO : Epoch 813 | loss: 9.81292e-05 | val_loss: 0.000113229 | Time: 2576.35 ms [2020-12-20 00:04:13 main:574] : INFO : Epoch 814 | loss: 9.81387e-05 | val_loss: 0.000113697 | Time: 2558.73 ms [2020-12-20 00:04:16 main:574] : INFO : Epoch 815 | loss: 9.44662e-05 | val_loss: 0.000107115 | Time: 2585.35 ms [2020-12-20 00:04:19 main:574] : INFO : Epoch 816 | loss: 9.07956e-05 | val_loss: 0.000106179 | Time: 2651.36 ms [2020-12-20 00:04:21 main:574] : INFO : Epoch 817 | loss: 9.35914e-05 | val_loss: 0.000112439 | Time: 2626.89 ms [2020-12-20 00:04:24 main:574] : INFO : Epoch 818 | loss: 9.60458e-05 | val_loss: 0.000119644 | Time: 2634.11 ms [2020-12-20 00:04:27 main:574] : INFO : Epoch 819 | loss: 0.000100387 | val_loss: 0.000111632 | Time: 2617.84 ms [2020-12-20 00:04:29 main:574] : INFO : Epoch 820 | loss: 9.5247e-05 | val_loss: 0.000108224 | Time: 2680.78 ms [2020-12-20 00:04:32 main:574] : INFO : Epoch 821 | loss: 9.76166e-05 | val_loss: 0.000114512 | Time: 2593.17 ms [2020-12-20 00:04:35 main:574] : INFO : Epoch 822 | loss: 9.61759e-05 | val_loss: 0.000109815 | Time: 2642.21 ms [2020-12-20 00:04:37 main:574] : INFO : Epoch 823 | loss: 9.36979e-05 | val_loss: 0.000111591 | Time: 2656.13 ms [2020-12-20 00:04:40 main:574] : INFO : Epoch 824 | loss: 0.000100932 | val_loss: 0.000117471 | Time: 2526.68 ms [2020-12-20 00:04:42 main:574] : INFO : Epoch 825 | loss: 9.75927e-05 | val_loss: 0.000111517 | Time: 2547.03 ms [2020-12-20 00:04:45 main:574] : INFO : Epoch 826 | loss: 9.5165e-05 | val_loss: 0.000107802 | Time: 2651.91 ms [2020-12-20 00:04:48 main:574] : INFO : Epoch 827 | loss: 9.12208e-05 | val_loss: 0.000106875 | Time: 2645.27 ms [2020-12-20 00:04:50 main:574] : INFO : Epoch 828 | loss: 9.13986e-05 | val_loss: 0.000107118 | Time: 2622.88 ms [2020-12-20 00:04:53 main:574] : INFO : Epoch 829 | loss: 9.49712e-05 | val_loss: 0.000115941 | Time: 2534.52 ms [2020-12-20 00:04:56 main:574] : INFO : Epoch 830 | loss: 0.000105097 | val_loss: 0.000117382 | Time: 2593.07 ms [2020-12-20 00:04:58 main:574] : INFO : Epoch 831 | loss: 9.91358e-05 | val_loss: 0.000111861 | Time: 2615.92 ms [2020-12-20 00:05:01 main:574] : INFO : Epoch 832 | loss: 9.36513e-05 | val_loss: 0.000107055 | Time: 2574.91 ms [2020-12-20 00:05:03 main:574] : INFO : Epoch 833 | loss: 9.02413e-05 | val_loss: 0.000105043 | Time: 2636.14 ms [2020-12-20 00:05:06 main:574] : INFO : Epoch 834 | loss: 9.02436e-05 | val_loss: 0.000108031 | Time: 2562.42 ms [2020-12-20 00:05:09 main:574] : INFO : Epoch 835 | loss: 9.63471e-05 | val_loss: 0.000110021 | Time: 2650.73 ms [2020-12-20 00:05:11 main:574] : INFO : Epoch 836 | loss: 9.46772e-05 | val_loss: 0.000108213 | Time: 2644.14 ms [2020-12-20 00:05:14 main:574] : INFO : Epoch 837 | loss: 9.63316e-05 | val_loss: 0.000113576 | Time: 2693.57 ms [2020-12-20 00:05:17 main:574] : INFO : Epoch 838 | loss: 9.72564e-05 | val_loss: 0.00011252 | Time: 2661.58 ms [2020-12-20 00:05:19 main:574] : INFO : Epoch 839 | loss: 9.94379e-05 | val_loss: 0.000111241 | Time: 2611.05 ms [2020-12-20 00:05:22 main:574] : INFO : Epoch 840 | loss: 9.56048e-05 | val_loss: 0.000112683 | Time: 2623.2 ms [2020-12-20 00:05:25 main:574] : INFO : Epoch 841 | loss: 9.91587e-05 | val_loss: 0.000110907 | Time: 2612.65 ms [2020-12-20 00:05:27 main:574] : INFO : Epoch 842 | loss: 9.46343e-05 | val_loss: 0.000108729 | Time: 2606.89 ms [2020-12-20 00:05:30 main:574] : INFO : Epoch 843 | loss: 9.19314e-05 | val_loss: 0.000106951 | Time: 2541.08 ms [2020-12-20 00:05:32 main:574] : INFO : Epoch 844 | loss: 9.26107e-05 | val_loss: 0.000109784 | Time: 2545.58 ms [2020-12-20 00:05:35 main:574] : INFO : Epoch 845 | loss: 9.61753e-05 | val_loss: 0.000111035 | Time: 2515.53 ms [2020-12-20 00:05:38 main:574] : INFO : Epoch 846 | loss: 9.59973e-05 | val_loss: 0.000113791 | Time: 2722.74 ms [2020-12-20 00:05:40 main:574] : INFO : Epoch 847 | loss: 9.63191e-05 | val_loss: 0.000120187 | Time: 2634.93 ms [2020-12-20 00:05:43 main:574] : INFO : Epoch 848 | loss: 0.000101147 | val_loss: 0.000111312 | Time: 2625.23 ms [2020-12-20 00:05:46 main:574] : INFO : Epoch 849 | loss: 0.000100335 | val_loss: 0.000123081 | Time: 2752.82 ms [2020-12-20 00:05:48 main:574] : INFO : Epoch 850 | loss: 9.77756e-05 | val_loss: 0.000109001 | Time: 2591.18 ms [2020-12-20 00:05:51 main:574] : INFO : Epoch 851 | loss: 9.69628e-05 | val_loss: 0.000110252 | Time: 2646.76 ms [2020-12-20 00:05:54 main:574] : INFO : Epoch 852 | loss: 9.34312e-05 | val_loss: 0.000108227 | Time: 2553.6 ms [2020-12-20 00:05:56 main:574] : INFO : Epoch 853 | loss: 9.46067e-05 | val_loss: 0.000107708 | Time: 2602.26 ms [2020-12-20 00:05:59 main:574] : INFO : Epoch 854 | loss: 9.11165e-05 | val_loss: 0.00010657 | Time: 2647.66 ms [2020-12-20 00:06:02 main:574] : INFO : Epoch 855 | loss: 9.32939e-05 | val_loss: 0.000107401 | Time: 2564.5 ms [2020-12-20 00:06:04 main:574] : INFO : Epoch 856 | loss: 9.19781e-05 | val_loss: 0.000107377 | Time: 2568.24 ms [2020-12-20 00:06:07 main:574] : INFO : Epoch 857 | loss: 9.14911e-05 | val_loss: 0.000107236 | Time: 2622.59 ms [2020-12-20 00:06:09 main:574] : INFO : Epoch 858 | loss: 9.11609e-05 | val_loss: 0.000106994 | Time: 2629.33 ms [2020-12-20 00:06:12 main:574] : INFO : Epoch 859 | loss: 9.16576e-05 | val_loss: 0.000108737 | Time: 2605.58 ms [2020-12-20 00:06:15 main:574] : INFO : Epoch 860 | loss: 0.000106401 | val_loss: 0.000126033 | Time: 2641.55 ms [2020-12-20 00:06:17 main:574] : INFO : Epoch 861 | loss: 0.000106195 | val_loss: 0.000119067 | Time: 2605.21 ms [2020-12-20 00:06:20 main:574] : INFO : Epoch 862 | loss: 9.51045e-05 | val_loss: 0.000107919 | Time: 2622.59 ms [2020-12-20 00:06:23 main:574] : INFO : Epoch 863 | loss: 9.07066e-05 | val_loss: 0.00010441 | Time: 2601.29 ms [2020-12-20 00:06:25 main:574] : INFO : Epoch 864 | loss: 9.30158e-05 | val_loss: 0.000108844 | Time: 2591.12 ms [2020-12-20 00:06:28 main:574] : INFO : Epoch 865 | loss: 9.41532e-05 | val_loss: 0.00011022 | Time: 2534.08 ms [2020-12-20 00:06:30 main:574] : INFO : Epoch 866 | loss: 9.41513e-05 | val_loss: 0.000109099 | Time: 2530.26 ms [2020-12-20 00:06:33 main:574] : INFO : Epoch 867 | loss: 9.64216e-05 | val_loss: 0.00010964 | Time: 2597.38 ms [2020-12-20 00:06:36 main:574] : INFO : Epoch 868 | loss: 9.50246e-05 | val_loss: 0.000109618 | Time: 2619.4 ms [2020-12-20 00:06:38 main:574] : INFO : Epoch 869 | loss: 9.41057e-05 | val_loss: 0.000112334 | Time: 2571.45 ms [2020-12-20 00:06:41 main:574] : INFO : Epoch 870 | loss: 9.47291e-05 | val_loss: 0.000108616 | Time: 2631.94 ms [2020-12-20 00:06:44 main:574] : INFO : Epoch 871 | loss: 9.48275e-05 | val_loss: 0.00011301 | Time: 2598.07 ms [2020-12-20 00:06:46 main:574] : INFO : Epoch 872 | loss: 0.000100704 | val_loss: 0.000110131 | Time: 2525.3 ms [2020-12-20 00:06:49 main:574] : INFO : Epoch 873 | loss: 9.70094e-05 | val_loss: 0.000110361 | Time: 2595.37 ms [2020-12-20 00:06:51 main:574] : INFO : Epoch 874 | loss: 9.69083e-05 | val_loss: 0.000116949 | Time: 2605.07 ms [2020-12-20 00:06:54 main:574] : INFO : Epoch 875 | loss: 9.91067e-05 | val_loss: 0.000108202 | Time: 2610.74 ms [2020-12-20 00:06:57 main:574] : INFO : Epoch 876 | loss: 9.35509e-05 | val_loss: 0.000108075 | Time: 2575.2 ms [2020-12-20 00:06:59 main:574] : INFO : Epoch 877 | loss: 9.34911e-05 | val_loss: 0.000110122 | Time: 2587.52 ms [2020-12-20 00:07:02 main:574] : INFO : Epoch 878 | loss: 9.35021e-05 | val_loss: 0.000106172 | Time: 2668.57 ms [2020-12-20 00:07:04 main:574] : INFO : Epoch 879 | loss: 9.16117e-05 | val_loss: 0.000106543 | Time: 2615.17 ms [2020-12-20 00:07:07 main:574] : INFO : Epoch 880 | loss: 9.77701e-05 | val_loss: 0.000112751 | Time: 2639.79 ms [2020-12-20 00:07:10 main:574] : INFO : Epoch 881 | loss: 9.74464e-05 | val_loss: 0.000112011 | Time: 2637.7 ms [2020-12-20 00:07:12 main:574] : INFO : Epoch 882 | loss: 9.44302e-05 | val_loss: 0.000107764 | Time: 2598.91 ms [2020-12-20 00:07:15 main:574] : INFO : Epoch 883 | loss: 9.29697e-05 | val_loss: 0.000112394 | Time: 2637.57 ms [2020-12-20 00:07:18 main:574] : INFO : Epoch 884 | loss: 9.78354e-05 | val_loss: 0.000112774 | Time: 2664.85 ms [2020-12-20 00:07:20 main:574] : INFO : Epoch 885 | loss: 0.000104634 | val_loss: 0.000120968 | Time: 2578.3 ms [2020-12-20 00:07:23 main:574] : INFO : Epoch 886 | loss: 9.81182e-05 | val_loss: 0.000108369 | Time: 2600.18 ms [2020-12-20 00:07:26 main:574] : INFO : Epoch 887 | loss: 0.000101223 | val_loss: 0.00013166 | Time: 2542.04 ms [2020-12-20 00:07:28 main:574] : INFO : Epoch 888 | loss: 0.000100441 | val_loss: 0.000109609 | Time: 2585.02 ms [2020-12-20 00:07:31 main:574] : INFO : Epoch 889 | loss: 9.58175e-05 | val_loss: 0.000114147 | Time: 2651.51 ms [2020-12-20 00:07:34 main:574] : INFO : Epoch 890 | loss: 9.44649e-05 | val_loss: 0.000106951 | Time: 2634.87 ms [2020-12-20 00:07:36 main:574] : INFO : Epoch 891 | loss: 9.04449e-05 | val_loss: 0.000104362 | Time: 2676.41 ms [2020-12-20 00:07:39 main:574] : INFO : Epoch 892 | loss: 9.04296e-05 | val_loss: 0.00010742 | Time: 2599.71 ms [2020-12-20 00:07:41 main:574] : INFO : Epoch 893 | loss: 9.30942e-05 | val_loss: 0.000107539 | Time: 2551.75 ms [2020-12-20 00:07:44 main:574] : INFO : Epoch 894 | loss: 9.1619e-05 | val_loss: 0.000105463 | Time: 2596.48 ms [2020-12-20 00:07:47 main:574] : INFO : Epoch 895 | loss: 9.21513e-05 | val_loss: 0.000110148 | Time: 2607.05 ms [2020-12-20 00:07:49 main:574] : INFO : Epoch 896 | loss: 0.000100373 | val_loss: 0.000114945 | Time: 2647.62 ms [2020-12-20 00:07:52 main:574] : INFO : Epoch 897 | loss: 0.000106303 | val_loss: 0.000118416 | Time: 2621.2 ms [2020-12-20 00:07:55 main:574] : INFO : Epoch 898 | loss: 9.82147e-05 | val_loss: 0.000110167 | Time: 2600.81 ms [2020-12-20 00:07:57 main:574] : INFO : Epoch 899 | loss: 0.000117195 | val_loss: 0.000127051 | Time: 2685.57 ms [2020-12-20 00:08:00 main:574] : INFO : Epoch 900 | loss: 0.000104218 | val_loss: 0.00011292 | Time: 2598.23 ms [2020-12-20 00:08:03 main:574] : INFO : Epoch 901 | loss: 0.000130876 | val_loss: 0.000121375 | Time: 2634.92 ms [2020-12-20 00:08:05 main:574] : INFO : Epoch 902 | loss: 0.000109378 | val_loss: 0.000112719 | Time: 2613.35 ms [2020-12-20 00:08:08 main:574] : INFO : Epoch 903 | loss: 0.00022488 | val_loss: 0.000204055 | Time: 2602.92 ms [2020-12-20 00:08:11 main:574] : INFO : Epoch 904 | loss: 0.000227678 | val_loss: 0.00027978 | Time: 2670.53 ms [2020-12-20 00:08:13 main:574] : INFO : Epoch 905 | loss: 0.000151661 | val_loss: 0.000130267 | Time: 2568.56 ms [2020-12-20 00:08:16 main:574] : INFO : Epoch 906 | loss: 9.88743e-05 | val_loss: 0.000107942 | Time: 2630.69 ms [2020-12-20 00:08:18 main:574] : INFO : Epoch 907 | loss: 8.95497e-05 | val_loss: 0.000103359 | Time: 2627.24 ms [2020-12-20 00:08:21 main:574] : INFO : Epoch 908 | loss: 8.7608e-05 | val_loss: 0.000102667 | Time: 2618.5 ms [2020-12-20 00:08:24 main:574] : INFO : Epoch 909 | loss: 8.73842e-05 | val_loss: 0.000102571 | Time: 2589.32 ms [2020-12-20 00:08:26 main:574] : INFO : Epoch 910 | loss: 8.73999e-05 | val_loss: 0.000102591 | Time: 2622.21 ms [2020-12-20 00:08:29 main:574] : INFO : Epoch 911 | loss: 8.7144e-05 | val_loss: 0.000102359 | Time: 2591.05 ms [2020-12-20 00:08:32 main:574] : INFO : Epoch 912 | loss: 8.70823e-05 | val_loss: 0.000102439 | Time: 2637.16 ms [2020-12-20 00:08:34 main:574] : INFO : Epoch 913 | loss: 8.72677e-05 | val_loss: 0.000102465 | Time: 2633.8 ms [2020-12-20 00:08:37 main:574] : INFO : Epoch 914 | loss: 8.73286e-05 | val_loss: 0.000102552 | Time: 2588.98 ms [2020-12-20 00:08:40 main:574] : INFO : Epoch 915 | loss: 8.71484e-05 | val_loss: 0.000102622 | Time: 2675.75 ms [2020-12-20 00:08:42 main:574] : INFO : Epoch 916 | loss: 8.72707e-05 | val_loss: 0.000102575 | Time: 2649.78 ms [2020-12-20 00:08:45 main:574] : INFO : Epoch 917 | loss: 8.71901e-05 | val_loss: 0.000102418 | Time: 2593.66 ms [2020-12-20 00:08:48 main:574] : INFO : Epoch 918 | loss: 8.72627e-05 | val_loss: 0.000102783 | Time: 2595.17 ms [2020-12-20 00:08:50 main:574] : INFO : Epoch 919 | loss: 8.72369e-05 | val_loss: 0.000102651 | Time: 2622.87 ms [2020-12-20 00:08:53 main:574] : INFO : Epoch 920 | loss: 8.74719e-05 | val_loss: 0.000103431 | Time: 2573.36 ms [2020-12-20 00:08:55 main:574] : INFO : Epoch 921 | loss: 8.96995e-05 | val_loss: 0.000110998 | Time: 2606.83 ms [2020-12-20 00:08:58 main:574] : INFO : Epoch 922 | loss: 9.46136e-05 | val_loss: 0.000104357 | Time: 2621.13 ms [2020-12-20 00:09:01 main:574] : INFO : Epoch 923 | loss: 8.87607e-05 | val_loss: 0.000103243 | Time: 2657.55 ms [2020-12-20 00:09:03 main:574] : INFO : Epoch 924 | loss: 8.77336e-05 | val_loss: 0.000103043 | Time: 2700.52 ms [2020-12-20 00:09:06 main:574] : INFO : Epoch 925 | loss: 8.78372e-05 | val_loss: 0.000103222 | Time: 2703.6 ms [2020-12-20 00:09:09 main:574] : INFO : Epoch 926 | loss: 8.96302e-05 | val_loss: 0.000104276 | Time: 2674.31 ms [2020-12-20 00:09:12 main:574] : INFO : Epoch 927 | loss: 8.87981e-05 | val_loss: 0.000105643 | Time: 2641.42 ms [2020-12-20 00:09:14 main:574] : INFO : Epoch 928 | loss: 9.41087e-05 | val_loss: 0.000104187 | Time: 2615.74 ms [2020-12-20 00:09:17 main:574] : INFO : Epoch 929 | loss: 8.88317e-05 | val_loss: 0.000104558 | Time: 2613.39 ms [2020-12-20 00:09:19 main:574] : INFO : Epoch 930 | loss: 8.96024e-05 | val_loss: 0.000103376 | Time: 2599.24 ms [2020-12-20 00:09:22 main:574] : INFO : Epoch 931 | loss: 8.80121e-05 | val_loss: 0.000104072 | Time: 2665.12 ms [2020-12-20 00:09:25 main:574] : INFO : Epoch 932 | loss: 8.83126e-05 | val_loss: 0.000109532 | Time: 2694.8 ms [2020-12-20 00:09:27 main:574] : INFO : Epoch 933 | loss: 9.01182e-05 | val_loss: 0.000150086 | Time: 2604.21 ms [2020-12-20 00:09:30 main:574] : INFO : Epoch 934 | loss: 0.000134303 | val_loss: 0.000145269 | Time: 2665.39 ms [2020-12-20 00:09:33 main:574] : INFO : Epoch 935 | loss: 0.000109068 | val_loss: 0.00011582 | Time: 2600.01 ms [2020-12-20 00:09:35 main:574] : INFO : Epoch 936 | loss: 9.39385e-05 | val_loss: 0.000104479 | Time: 2577.78 ms [2020-12-20 00:09:38 main:574] : INFO : Epoch 937 | loss: 8.92984e-05 | val_loss: 0.000103513 | Time: 2654.96 ms [2020-12-20 00:09:41 main:574] : INFO : Epoch 938 | loss: 8.97169e-05 | val_loss: 0.000105005 | Time: 2588.11 ms [2020-12-20 00:09:43 main:574] : INFO : Epoch 939 | loss: 9.1972e-05 | val_loss: 0.000107553 | Time: 2614.01 ms [2020-12-20 00:09:46 main:574] : INFO : Epoch 940 | loss: 9.15221e-05 | val_loss: 0.000106254 | Time: 2583.23 ms [2020-12-20 00:09:49 main:574] : INFO : Epoch 941 | loss: 9.73415e-05 | val_loss: 0.000111067 | Time: 2584.37 ms [2020-12-20 00:09:51 main:574] : INFO : Epoch 942 | loss: 9.4823e-05 | val_loss: 0.000106356 | Time: 2537.95 ms [2020-12-20 00:09:54 main:574] : INFO : Epoch 943 | loss: 9.02032e-05 | val_loss: 0.000103725 | Time: 2520.6 ms [2020-12-20 00:09:56 main:574] : INFO : Epoch 944 | loss: 8.93584e-05 | val_loss: 0.000105732 | Time: 2616.19 ms [2020-12-20 00:09:59 main:574] : INFO : Epoch 945 | loss: 9.9385e-05 | val_loss: 0.000108726 | Time: 2606.57 ms [2020-12-20 00:10:02 main:574] : INFO : Epoch 946 | loss: 9.17733e-05 | val_loss: 0.000104001 | Time: 2638.47 ms [2020-12-20 00:10:04 main:574] : INFO : Epoch 947 | loss: 9.00241e-05 | val_loss: 0.000108896 | Time: 2579.83 ms [2020-12-20 00:10:07 main:574] : INFO : Epoch 948 | loss: 0.000101009 | val_loss: 0.000110291 | Time: 2573.47 ms [2020-12-20 00:10:09 main:574] : INFO : Epoch 949 | loss: 9.1668e-05 | val_loss: 0.000105086 | Time: 2693.96 ms [2020-12-20 00:10:12 main:574] : INFO : Epoch 950 | loss: 9.01407e-05 | val_loss: 0.000104706 | Time: 2547.58 ms [2020-12-20 00:10:15 main:574] : INFO : Epoch 951 | loss: 9.63851e-05 | val_loss: 0.00011269 | Time: 2603.6 ms [2020-12-20 00:10:17 main:574] : INFO : Epoch 952 | loss: 9.19739e-05 | val_loss: 0.000104362 | Time: 2637.15 ms [2020-12-20 00:10:20 main:574] : INFO : Epoch 953 | loss: 8.91005e-05 | val_loss: 0.000104916 | Time: 2615.5 ms [2020-12-20 00:10:23 main:574] : INFO : Epoch 954 | loss: 8.98261e-05 | val_loss: 0.000106183 | Time: 2633.24 ms [2020-12-20 00:10:25 main:574] : INFO : Epoch 955 | loss: 9.48776e-05 | val_loss: 0.000107214 | Time: 2611.03 ms [2020-12-20 00:10:28 main:574] : INFO : Epoch 956 | loss: 9.22301e-05 | val_loss: 0.000106183 | Time: 2649.75 ms [2020-12-20 00:10:30 main:574] : INFO : Epoch 957 | loss: 9.12203e-05 | val_loss: 0.000105329 | Time: 2552.85 ms [2020-12-20 00:10:33 main:574] : INFO : Epoch 958 | loss: 9.13183e-05 | val_loss: 0.000111322 | Time: 2568.81 ms [2020-12-20 00:10:36 main:574] : INFO : Epoch 959 | loss: 9.95413e-05 | val_loss: 0.000111326 | Time: 2690.89 ms [2020-12-20 00:10:38 main:574] : INFO : Epoch 960 | loss: 9.44904e-05 | val_loss: 0.000108421 | Time: 2620.43 ms [2020-12-20 00:10:41 main:574] : INFO : Epoch 961 | loss: 9.14908e-05 | val_loss: 0.000105798 | Time: 2600.31 ms [2020-12-20 00:10:44 main:574] : INFO : Epoch 962 | loss: 9.20871e-05 | val_loss: 0.000107579 | Time: 2579.89 ms [2020-12-20 00:10:46 main:574] : INFO : Epoch 963 | loss: 9.72068e-05 | val_loss: 0.000112081 | Time: 2636.68 ms [2020-12-20 00:10:49 main:574] : INFO : Epoch 964 | loss: 9.77292e-05 | val_loss: 0.000117657 | Time: 2574.7 ms [2020-12-20 00:10:52 main:574] : INFO : Epoch 965 | loss: 9.83673e-05 | val_loss: 0.000110885 | Time: 2640.13 ms [2020-12-20 00:10:54 main:574] : INFO : Epoch 966 | loss: 9.44837e-05 | val_loss: 0.000111485 | Time: 2650.67 ms [2020-12-20 00:10:57 main:574] : INFO : Epoch 967 | loss: 9.28146e-05 | val_loss: 0.000107531 | Time: 2655.12 ms [2020-12-20 00:11:00 main:574] : INFO : Epoch 968 | loss: 9.11974e-05 | val_loss: 0.000107863 | Time: 2637.59 ms [2020-12-20 00:11:02 main:574] : INFO : Epoch 969 | loss: 9.29481e-05 | val_loss: 0.000110106 | Time: 2701.49 ms [2020-12-20 00:11:05 main:574] : INFO : Epoch 970 | loss: 0.000100012 | val_loss: 0.000111819 | Time: 2584.02 ms [2020-12-20 00:11:08 main:574] : INFO : Epoch 971 | loss: 9.71105e-05 | val_loss: 0.000117976 | Time: 2605.93 ms [2020-12-20 00:11:10 main:574] : INFO : Epoch 972 | loss: 9.94163e-05 | val_loss: 0.000111556 | Time: 2597.43 ms [2020-12-20 00:11:13 main:574] : INFO : Epoch 973 | loss: 9.42957e-05 | val_loss: 0.000107363 | Time: 2634.03 ms [2020-12-20 00:11:15 main:574] : INFO : Epoch 974 | loss: 9.13729e-05 | val_loss: 0.000106213 | Time: 2579.81 ms [2020-12-20 00:11:18 main:574] : INFO : Epoch 975 | loss: 9.36041e-05 | val_loss: 0.000109365 | Time: 2623.38 ms [2020-12-20 00:11:21 main:574] : INFO : Epoch 976 | loss: 9.44839e-05 | val_loss: 0.000110941 | Time: 2639.71 ms [2020-12-20 00:11:23 main:574] : INFO : Epoch 977 | loss: 9.58584e-05 | val_loss: 0.000110493 | Time: 2578.86 ms [2020-12-20 00:11:26 main:574] : INFO : Epoch 978 | loss: 9.26678e-05 | val_loss: 0.000106268 | Time: 2543.37 ms [2020-12-20 00:11:29 main:574] : INFO : Epoch 979 | loss: 9.23921e-05 | val_loss: 0.0001105 | Time: 2579.34 ms [2020-12-20 00:11:31 main:574] : INFO : Epoch 980 | loss: 9.56418e-05 | val_loss: 0.000113087 | Time: 2575.17 ms [2020-12-20 00:11:34 main:574] : INFO : Epoch 981 | loss: 9.83999e-05 | val_loss: 0.000116813 | Time: 2619.38 ms [2020-12-20 00:11:36 main:574] : INFO : Epoch 982 | loss: 9.90713e-05 | val_loss: 0.000115792 | Time: 2579.73 ms [2020-12-20 00:11:39 main:574] : INFO : Epoch 983 | loss: 9.63787e-05 | val_loss: 0.000110631 | Time: 2637.08 ms [2020-12-20 00:11:42 main:574] : INFO : Epoch 984 | loss: 9.4041e-05 | val_loss: 0.000108296 | Time: 2633.95 ms [2020-12-20 00:11:44 main:574] : INFO : Epoch 985 | loss: 9.15649e-05 | val_loss: 0.000106269 | Time: 2574.31 ms [2020-12-20 00:11:47 main:574] : INFO : Epoch 986 | loss: 9.56662e-05 | val_loss: 0.000117304 | Time: 2617.81 ms [2020-12-20 00:11:50 main:574] : INFO : Epoch 987 | loss: 0.000101207 | val_loss: 0.000120093 | Time: 2599.16 ms [2020-12-20 00:11:52 main:574] : INFO : Epoch 988 | loss: 0.000102052 | val_loss: 0.000112081 | Time: 2625.79 ms [2020-12-20 00:11:55 main:574] : INFO : Epoch 989 | loss: 9.35085e-05 | val_loss: 0.000106623 | Time: 2587.84 ms [2020-12-20 00:11:57 main:574] : INFO : Epoch 990 | loss: 9.11479e-05 | val_loss: 0.000107732 | Time: 2584.19 ms [2020-12-20 00:12:00 main:574] : INFO : Epoch 991 | loss: 9.91135e-05 | val_loss: 0.000116479 | Time: 2666.93 ms [2020-12-20 00:12:03 main:574] : INFO : Epoch 992 | loss: 0.000101487 | val_loss: 0.000116211 | Time: 2555.62 ms [2020-12-20 00:12:05 main:574] : INFO : Epoch 993 | loss: 9.38143e-05 | val_loss: 0.000106376 | Time: 2611.99 ms [2020-12-20 00:12:08 main:574] : INFO : Epoch 994 | loss: 9.1057e-05 | val_loss: 0.000106629 | Time: 2624.41 ms [2020-12-20 00:12:11 main:574] : INFO : Epoch 995 | loss: 9.15304e-05 | val_loss: 0.000108897 | Time: 2584.66 ms [2020-12-20 00:12:13 main:574] : INFO : Epoch 996 | loss: 9.29789e-05 | val_loss: 0.000109371 | Time: 2607.05 ms [2020-12-20 00:12:16 main:574] : INFO : Epoch 997 | loss: 9.17401e-05 | val_loss: 0.000108485 | Time: 2566.55 ms [2020-12-20 00:12:19 main:574] : INFO : Epoch 998 | loss: 9.63395e-05 | val_loss: 0.000111916 | Time: 2663.23 ms [2020-12-20 00:12:21 main:574] : INFO : Epoch 999 | loss: 9.5414e-05 | val_loss: 0.000111387 | Time: 2612.23 ms [2020-12-20 00:12:24 main:574] : INFO : Epoch 1000 | loss: 9.71585e-05 | val_loss: 0.000117676 | Time: 2612.15 ms [2020-12-20 00:12:26 main:574] : INFO : Epoch 1001 | loss: 9.74504e-05 | val_loss: 0.000108648 | Time: 2593.24 ms [2020-12-20 00:12:29 main:574] : INFO : Epoch 1002 | loss: 9.67867e-05 | val_loss: 0.000112109 | Time: 2650.1 ms [2020-12-20 00:12:32 main:574] : INFO : Epoch 1003 | loss: 9.62983e-05 | val_loss: 0.000111742 | Time: 2633.66 ms [2020-12-20 00:12:34 main:574] : INFO : Epoch 1004 | loss: 9.48832e-05 | val_loss: 0.000109971 | Time: 2642.97 ms [2020-12-20 00:12:37 main:574] : INFO : Epoch 1005 | loss: 9.3053e-05 | val_loss: 0.000109976 | Time: 2632.32 ms [2020-12-20 00:12:40 main:574] : INFO : Epoch 1006 | loss: 9.3203e-05 | val_loss: 0.000105103 | Time: 2687.99 ms [2020-12-20 00:12:42 main:574] : INFO : Epoch 1007 | loss: 9.12601e-05 | val_loss: 0.000107886 | Time: 2562.23 ms [2020-12-20 00:12:45 main:574] : INFO : Epoch 1008 | loss: 9.78417e-05 | val_loss: 0.000116429 | Time: 2594.74 ms [2020-12-20 00:12:48 main:574] : INFO : Epoch 1009 | loss: 9.63788e-05 | val_loss: 0.000108945 | Time: 2629.25 ms [2020-12-20 00:12:50 main:574] : INFO : Epoch 1010 | loss: 0.000103805 | val_loss: 0.000126537 | Time: 2610.84 ms [2020-12-20 00:12:53 main:574] : INFO : Epoch 1011 | loss: 0.000102041 | val_loss: 0.000110362 | Time: 2767.06 ms [2020-12-20 00:12:56 main:574] : INFO : Epoch 1012 | loss: 9.41961e-05 | val_loss: 0.000115301 | Time: 2623.02 ms [2020-12-20 00:12:58 main:574] : INFO : Epoch 1013 | loss: 9.66143e-05 | val_loss: 0.000108485 | Time: 2668.89 ms [2020-12-20 00:13:01 main:574] : INFO : Epoch 1014 | loss: 9.19554e-05 | val_loss: 0.000107929 | Time: 2605.03 ms [2020-12-20 00:13:04 main:574] : INFO : Epoch 1015 | loss: 9.13461e-05 | val_loss: 0.0001059 | Time: 2588.63 ms [2020-12-20 00:13:06 main:574] : INFO : Epoch 1016 | loss: 9.20409e-05 | val_loss: 0.000110861 | Time: 2534.09 ms [2020-12-20 00:13:09 main:574] : INFO : Epoch 1017 | loss: 9.63343e-05 | val_loss: 0.000111648 | Time: 2591.62 ms [2020-12-20 00:13:11 main:574] : INFO : Epoch 1018 | loss: 9.28252e-05 | val_loss: 0.000108929 | Time: 2594.41 ms [2020-12-20 00:13:14 main:574] : INFO : Epoch 1019 | loss: 9.558e-05 | val_loss: 0.000113548 | Time: 2613.82 ms [2020-12-20 00:13:17 main:574] : INFO : Epoch 1020 | loss: 9.59475e-05 | val_loss: 0.000114121 | Time: 2594.08 ms [2020-12-20 00:13:19 main:574] : INFO : Epoch 1021 | loss: 0.000102671 | val_loss: 0.000112717 | Time: 2538.49 ms [2020-12-20 00:13:22 main:574] : INFO : Epoch 1022 | loss: 9.53471e-05 | val_loss: 0.000111993 | Time: 2545.74 ms [2020-12-20 00:13:24 main:574] : INFO : Epoch 1023 | loss: 9.55044e-05 | val_loss: 0.000111635 | Time: 2577.22 ms [2020-12-20 00:13:27 main:574] : INFO : Epoch 1024 | loss: 9.58085e-05 | val_loss: 0.000108799 | Time: 2656.95 ms [2020-12-20 00:13:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000108799 [2020-12-20 00:13:27 main:603] : INFO : Saving end state to config to file [2020-12-20 00:13:27 main:608] : INFO : Success, exiting.. 00:13:27 (3444): 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)