Task 3749239
| Name | ParityMachine-1606531089-17181-15_1 |
| Workunit | 1845022 |
| Created | 21 Jan 2021, 11:12:02 UTC |
| Sent | 21 Jan 2021, 11:39:37 UTC |
| Report deadline | 28 Jan 2021, 11:39:37 UTC |
| Received | 21 Jan 2021, 20:11:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 44 min 45 sec |
| CPU time | 37 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0311903 | val_loss: 0.0311934 | Time: 2575.68 ms [2021-01-21 10:48:01 main:574] : INFO : Epoch 515 | loss: 0.0311897 | val_loss: 0.0311941 | Time: 2561.28 ms [2021-01-21 10:48:04 main:574] : INFO : Epoch 516 | loss: 0.0311889 | val_loss: 0.0311926 | Time: 2515.98 ms [2021-01-21 10:48:07 main:574] : INFO : Epoch 517 | loss: 0.0311883 | val_loss: 0.0311913 | Time: 2660.15 ms [2021-01-21 10:48:09 main:574] : INFO : Epoch 518 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 2428.25 ms [2021-01-21 10:48:12 main:574] : INFO : Epoch 519 | loss: 0.0311884 | val_loss: 0.0311911 | Time: 2482.1 ms [2021-01-21 10:48:14 main:574] : INFO : Epoch 520 | loss: 0.0311885 | val_loss: 0.0311922 | Time: 2459.35 ms [2021-01-21 10:48:17 main:574] : INFO : Epoch 521 | loss: 0.0311888 | val_loss: 0.0311912 | Time: 2580.22 ms [2021-01-21 10:48:19 main:574] : INFO : Epoch 522 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2420.53 ms [2021-01-21 10:48:22 main:574] : INFO : Epoch 523 | loss: 0.0311886 | val_loss: 0.0311925 | Time: 2536.94 ms [2021-01-21 10:48:24 main:574] : INFO : Epoch 524 | loss: 0.0311878 | val_loss: 0.0311918 | Time: 2500.16 ms [2021-01-21 10:48:27 main:574] : INFO : Epoch 525 | loss: 0.031189 | val_loss: 0.0311907 | Time: 2557.77 ms [2021-01-21 10:48:30 main:574] : INFO : Epoch 526 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2545.8 ms [2021-01-21 10:48:32 main:574] : INFO : Epoch 527 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 2485.39 ms [2021-01-21 10:48:35 main:574] : INFO : Epoch 528 | loss: 0.031187 | val_loss: 0.0311905 | Time: 2496.6 ms [2021-01-21 10:48:37 main:574] : INFO : Epoch 529 | loss: 0.0311872 | val_loss: 0.0311923 | Time: 2497.97 ms [2021-01-21 10:48:40 main:574] : INFO : Epoch 530 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 2688.73 ms [2021-01-21 10:48:43 main:574] : INFO : Epoch 531 | loss: 0.031188 | val_loss: 0.0311911 | Time: 2516.89 ms [2021-01-21 10:48:45 main:574] : INFO : Epoch 532 | loss: 0.0311892 | val_loss: 0.0311921 | Time: 2521.91 ms [2021-01-21 10:48:48 main:574] : INFO : Epoch 533 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 2421.65 ms [2021-01-21 10:48:51 main:574] : INFO : Epoch 534 | loss: 0.0311895 | val_loss: 0.0311928 | Time: 2542.6 ms [2021-01-21 10:48:53 main:574] : INFO : Epoch 535 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 2464.26 ms [2021-01-21 10:48:56 main:574] : INFO : Epoch 536 | loss: 0.0311881 | val_loss: 0.0311914 | Time: 2525.3 ms [2021-01-21 10:48:58 main:574] : INFO : Epoch 537 | loss: 0.0311886 | val_loss: 0.031191 | Time: 2493.47 ms [2021-01-21 10:49:01 main:574] : INFO : Epoch 538 | loss: 0.031188 | val_loss: 0.0311913 | Time: 2588.18 ms [2021-01-21 10:49:03 main:574] : INFO : Epoch 539 | loss: 0.0311882 | val_loss: 0.0311897 | Time: 2491.03 ms [2021-01-21 10:49:06 main:574] : INFO : Epoch 540 | loss: 0.0311882 | val_loss: 0.0311899 | Time: 2566.95 ms [2021-01-21 10:49:09 main:574] : INFO : Epoch 541 | loss: 0.0311881 | val_loss: 0.0311907 | Time: 2597.26 ms [2021-01-21 10:49:11 main:574] : INFO : Epoch 542 | loss: 0.0311886 | val_loss: 0.0311918 | Time: 2494.44 ms [2021-01-21 10:49:14 main:574] : INFO : Epoch 543 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 2466.46 ms [2021-01-21 10:49:16 main:574] : INFO : Epoch 544 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 2565.42 ms [2021-01-21 10:49:19 main:574] : INFO : Epoch 545 | loss: 0.031189 | val_loss: 0.0311928 | Time: 2570.75 ms [2021-01-21 10:49:22 main:574] : INFO : Epoch 546 | loss: 0.0311886 | val_loss: 0.0311937 | Time: 2535.3 ms [2021-01-21 10:49:24 main:574] : INFO : Epoch 547 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 2672.97 ms [2021-01-21 10:49:27 main:574] : INFO : Epoch 548 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 2645.27 ms [2021-01-21 10:49:30 main:574] : INFO : Epoch 549 | loss: 0.031188 | val_loss: 0.031194 | Time: 2474.44 ms [2021-01-21 10:49:32 main:574] : INFO : Epoch 550 | loss: 0.0311879 | val_loss: 0.0311949 | Time: 2584.56 ms [2021-01-21 10:49:35 main:574] : INFO : Epoch 551 | loss: 0.0311888 | val_loss: 0.0311948 | Time: 2694.7 ms [2021-01-21 10:49:37 main:574] : INFO : Epoch 552 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 2459.58 ms [2021-01-21 10:49:40 main:574] : INFO : Epoch 553 | loss: 0.0311896 | val_loss: 0.0311935 | Time: 2618.09 ms [2021-01-21 10:49:43 main:574] : INFO : Epoch 554 | loss: 0.0311913 | val_loss: 0.0311963 | Time: 2480.66 ms [2021-01-21 10:49:45 main:574] : INFO : Epoch 555 | loss: 0.0311912 | val_loss: 0.031195 | Time: 2502.79 ms [2021-01-21 10:49:48 main:574] : INFO : Epoch 556 | loss: 0.0311916 | val_loss: 0.0311953 | Time: 2635.55 ms [2021-01-21 10:49:51 main:574] : INFO : Epoch 557 | loss: 0.0311903 | val_loss: 0.0311984 | Time: 2615.11 ms [2021-01-21 10:49:53 main:574] : INFO : Epoch 558 | loss: 0.0311894 | val_loss: 0.0311935 | Time: 2516.36 ms [2021-01-21 10:49:56 main:574] : INFO : Epoch 559 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 2531.52 ms [2021-01-21 10:49:58 main:574] : INFO : Epoch 560 | loss: 0.0311888 | val_loss: 0.0311942 | Time: 2595.42 ms [2021-01-21 10:50:01 main:574] : INFO : Epoch 561 | loss: 0.0311886 | val_loss: 0.0311943 | Time: 2577.51 ms [2021-01-21 10:50:04 main:574] : INFO : Epoch 562 | loss: 0.0311889 | val_loss: 0.0311962 | Time: 2584.72 ms [2021-01-21 10:50:06 main:574] : INFO : Epoch 563 | loss: 0.0311892 | val_loss: 0.0311948 | Time: 2505.93 ms [2021-01-21 10:50:09 main:574] : INFO : Epoch 564 | loss: 0.0311891 | val_loss: 0.0311936 | Time: 2567.05 ms [2021-01-21 10:50:12 main:574] : INFO : Epoch 565 | loss: 0.0311882 | val_loss: 0.0311932 | Time: 2442.58 ms [2021-01-21 10:50:14 main:574] : INFO : Epoch 566 | loss: 0.0311877 | val_loss: 0.031196 | Time: 2583.85 ms [2021-01-21 10:50:17 main:574] : INFO : Epoch 567 | loss: 0.0311888 | val_loss: 0.031195 | Time: 2505.06 ms [2021-01-21 10:50:19 main:574] : INFO : Epoch 568 | loss: 0.0311889 | val_loss: 0.0311949 | Time: 2590.12 ms [2021-01-21 10:50:22 main:574] : INFO : Epoch 569 | loss: 0.0311881 | val_loss: 0.0311945 | Time: 2466.33 ms [2021-01-21 10:50:25 main:574] : INFO : Epoch 570 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 2495.47 ms [2021-01-21 10:50:27 main:574] : INFO : Epoch 571 | loss: 0.0311922 | val_loss: 0.0312005 | Time: 2502.61 ms [2021-01-21 10:50:30 main:574] : INFO : Epoch 572 | loss: 0.031196 | val_loss: 0.031199 | Time: 2493.34 ms [2021-01-21 10:50:32 main:574] : INFO : Epoch 573 | loss: 0.0311911 | val_loss: 0.0311926 | Time: 2452.62 ms [2021-01-21 10:50:35 main:574] : INFO : Epoch 574 | loss: 0.0311885 | val_loss: 0.0311927 | Time: 2527.78 ms [2021-01-21 10:50:37 main:574] : INFO : Epoch 575 | loss: 0.0311876 | val_loss: 0.0311929 | Time: 2542.85 ms [2021-01-21 10:50:40 main:574] : INFO : Epoch 576 | loss: 0.0311891 | val_loss: 0.0311926 | Time: 2576.34 ms [2021-01-21 10:50:43 main:574] : INFO : Epoch 577 | loss: 0.0311903 | val_loss: 0.0311961 | Time: 2395.97 ms [2021-01-21 10:50:45 main:574] : INFO : Epoch 578 | loss: 0.0311898 | val_loss: 0.0311945 | Time: 2583.02 ms [2021-01-21 10:50:48 main:574] : INFO : Epoch 579 | loss: 0.0311881 | val_loss: 0.031192 | Time: 2521.59 ms [2021-01-21 10:50:50 main:574] : INFO : Epoch 580 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 2321.97 ms [2021-01-21 10:50:53 main:574] : INFO : Epoch 581 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 2517.09 ms [2021-01-21 10:50:55 main:574] : INFO : Epoch 582 | loss: 0.0311879 | val_loss: 0.031192 | Time: 2478.88 ms [2021-01-21 10:50:58 main:574] : INFO : Epoch 583 | loss: 0.0311871 | val_loss: 0.0311935 | Time: 2455.72 ms [2021-01-21 10:51:00 main:574] : INFO : Epoch 584 | loss: 0.0311883 | val_loss: 0.031192 | Time: 2511.5 ms [2021-01-21 10:51:03 main:574] : INFO : Epoch 585 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2535.88 ms [2021-01-21 10:51:06 main:574] : INFO : Epoch 586 | loss: 0.0311844 | val_loss: 0.0311798 | Time: 2591.25 ms [2021-01-21 10:51:09 main:574] : INFO : Epoch 587 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2622.05 ms [2021-01-21 10:51:11 main:574] : INFO : Epoch 588 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 2512.36 ms [2021-01-21 10:51:14 main:574] : INFO : Epoch 589 | loss: 0.0311707 | val_loss: 0.0311764 | Time: 2594.48 ms [2021-01-21 10:51:16 main:574] : INFO : Epoch 590 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 2544.73 ms [2021-01-21 10:51:19 main:574] : INFO : Epoch 591 | loss: 0.0311717 | val_loss: 0.0311801 | Time: 2397.78 ms [2021-01-21 10:51:21 main:574] : INFO : Epoch 592 | loss: 0.0311722 | val_loss: 0.0311746 | Time: 2608.25 ms [2021-01-21 10:51:24 main:574] : INFO : Epoch 593 | loss: 0.031169 | val_loss: 0.0311733 | Time: 2514.87 ms [2021-01-21 10:51:27 main:574] : INFO : Epoch 594 | loss: 0.0311686 | val_loss: 0.0311757 | Time: 2618.54 ms [2021-01-21 10:51:29 main:574] : INFO : Epoch 595 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 2434.36 ms [2021-01-21 10:51:32 main:574] : INFO : Epoch 596 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2574.95 ms [2021-01-21 10:51:35 main:574] : INFO : Epoch 597 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 2679.43 ms [2021-01-21 10:51:37 main:574] : INFO : Epoch 598 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2479.99 ms [2021-01-21 10:51:40 main:574] : INFO : Epoch 599 | loss: 0.0311689 | val_loss: 0.031175 | Time: 2508.38 ms [2021-01-21 10:51:42 main:574] : INFO : Epoch 600 | loss: 0.0311684 | val_loss: 0.0311757 | Time: 2537.8 ms [2021-01-21 10:51:45 main:574] : INFO : Epoch 601 | loss: 0.0311699 | val_loss: 0.0311744 | Time: 2523.59 ms [2021-01-21 10:51:47 main:574] : INFO : Epoch 602 | loss: 0.031169 | val_loss: 0.0311725 | Time: 2434.88 ms [2021-01-21 10:51:50 main:574] : INFO : Epoch 603 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 2522.63 ms [2021-01-21 10:51:53 main:574] : INFO : Epoch 604 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 2570.24 ms [2021-01-21 10:51:55 main:574] : INFO : Epoch 605 | loss: 0.0311678 | val_loss: 0.0311753 | Time: 2437.07 ms [2021-01-21 10:51:58 main:574] : INFO : Epoch 606 | loss: 0.031168 | val_loss: 0.031171 | Time: 2637.62 ms [2021-01-21 10:52:01 main:574] : INFO : Epoch 607 | loss: 0.0311667 | val_loss: 0.0311707 | Time: 2571.18 ms [2021-01-21 10:52:03 main:574] : INFO : Epoch 608 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 2519.22 ms [2021-01-21 10:52:06 main:574] : INFO : Epoch 609 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 2611.67 ms [2021-01-21 10:52:09 main:574] : INFO : Epoch 610 | loss: 0.0311711 | val_loss: 0.0311709 | Time: 2564.1 ms [2021-01-21 10:52:11 main:574] : INFO : Epoch 611 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2441.39 ms [2021-01-21 10:52:14 main:574] : INFO : Epoch 612 | loss: 0.0353137 | val_loss: 0.034204 | Time: 2516.56 ms [2021-01-21 10:52:16 main:574] : INFO : Epoch 613 | loss: 0.0339732 | val_loss: 0.032274 | Time: 2622.84 ms [2021-01-21 10:52:19 main:574] : INFO : Epoch 614 | loss: 0.0315692 | val_loss: 0.0313045 | Time: 2519.8 ms [2021-01-21 10:52:21 main:574] : INFO : Epoch 615 | loss: 0.0312393 | val_loss: 0.0311974 | Time: 2525.12 ms [2021-01-21 10:52:24 main:574] : INFO : Epoch 616 | loss: 0.0311906 | val_loss: 0.0311856 | Time: 2522.13 ms [2021-01-21 10:52:27 main:574] : INFO : Epoch 617 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 2542.05 ms [2021-01-21 10:52:29 main:574] : INFO : Epoch 618 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 2532.3 ms [2021-01-21 10:52:32 main:574] : INFO : Epoch 619 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 2586.29 ms [2021-01-21 10:52:34 main:574] : INFO : Epoch 620 | loss: 0.0311751 | val_loss: 0.0311774 | Time: 2385.28 ms [2021-01-21 10:52:37 main:574] : INFO : Epoch 621 | loss: 0.0311742 | val_loss: 0.031177 | Time: 2553.54 ms [2021-01-21 10:52:40 main:574] : INFO : Epoch 622 | loss: 0.0311742 | val_loss: 0.0311756 | Time: 2552.1 ms [2021-01-21 10:52:42 main:574] : INFO : Epoch 623 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 2536.14 ms [2021-01-21 10:52:45 main:574] : INFO : Epoch 624 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2501.58 ms [2021-01-21 10:52:47 main:574] : INFO : Epoch 625 | loss: 0.0311738 | val_loss: 0.0311771 | Time: 2452.15 ms [2021-01-21 10:52:50 main:574] : INFO : Epoch 626 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2537.8 ms [2021-01-21 10:52:53 main:574] : INFO : Epoch 627 | loss: 0.031173 | val_loss: 0.0311765 | Time: 2480.38 ms [2021-01-21 10:52:55 main:574] : INFO : Epoch 628 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 2543.4 ms [2021-01-21 10:52:58 main:574] : INFO : Epoch 629 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 2481.27 ms [2021-01-21 10:53:00 main:574] : INFO : Epoch 630 | loss: 0.031173 | val_loss: 0.0311768 | Time: 2427.32 ms [2021-01-21 10:53:03 main:574] : INFO : Epoch 631 | loss: 0.0311725 | val_loss: 0.0311762 | Time: 2481.48 ms [2021-01-21 10:53:05 main:574] : INFO : Epoch 632 | loss: 0.0311724 | val_loss: 0.0311768 | Time: 2381.82 ms [2021-01-21 10:53:08 main:574] : INFO : Epoch 633 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2567.21 ms [2021-01-21 10:53:11 main:574] : INFO : Epoch 634 | loss: 0.0311725 | val_loss: 0.0311766 | Time: 2646.66 ms [2021-01-21 10:53:13 main:574] : INFO : Epoch 635 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 2613.85 ms [2021-01-21 10:53:16 main:574] : INFO : Epoch 636 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 2623.48 ms [2021-01-21 10:53:19 main:574] : INFO : Epoch 637 | loss: 0.0311715 | val_loss: 0.031176 | Time: 2551.64 ms [2021-01-21 10:53:21 main:574] : INFO : Epoch 638 | loss: 0.0311713 | val_loss: 0.0311764 | Time: 2588.09 ms [2021-01-21 10:53:24 main:574] : INFO : Epoch 639 | loss: 0.0311721 | val_loss: 0.0311767 | Time: 2545.06 ms [2021-01-21 10:53:26 main:574] : INFO : Epoch 640 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 2498.02 ms [2021-01-21 10:53:29 main:574] : INFO : Epoch 641 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 2489 ms [2021-01-21 10:53:32 main:574] : INFO : Epoch 642 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 2557.69 ms [2021-01-21 10:53:34 main:574] : INFO : Epoch 643 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2506.61 ms [2021-01-21 10:53:37 main:574] : INFO : Epoch 644 | loss: 0.031172 | val_loss: 0.0311767 | Time: 2563.6 ms [2021-01-21 10:53:39 main:574] : INFO : Epoch 645 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2386.67 ms [2021-01-21 10:53:42 main:574] : INFO : Epoch 646 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 2532.58 ms [2021-01-21 10:53:45 main:574] : INFO : Epoch 647 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 2504.39 ms [2021-01-21 10:53:47 main:574] : INFO : Epoch 648 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 2492.77 ms [2021-01-21 10:53:50 main:574] : INFO : Epoch 649 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 2529.55 ms [2021-01-21 10:53:52 main:574] : INFO : Epoch 650 | loss: 0.0311721 | val_loss: 0.031177 | Time: 2409.36 ms [2021-01-21 10:53:55 main:574] : INFO : Epoch 651 | loss: 0.0311714 | val_loss: 0.0311763 | Time: 2561.64 ms [2021-01-21 10:53:57 main:574] : INFO : Epoch 652 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2621.64 ms [2021-01-21 10:54:00 main:574] : INFO : Epoch 653 | loss: 0.031171 | val_loss: 0.0311756 | Time: 2465.2 ms [2021-01-21 10:54:03 main:574] : INFO : Epoch 654 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2522.11 ms [2021-01-21 10:54:05 main:574] : INFO : Epoch 655 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2581.29 ms [2021-01-21 10:54:08 main:574] : INFO : Epoch 656 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 2501.91 ms [2021-01-21 10:54:10 main:574] : INFO : Epoch 657 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 2588.45 ms [2021-01-21 10:54:13 main:574] : INFO : Epoch 658 | loss: 0.0311726 | val_loss: 0.0311748 | Time: 2612.83 ms [2021-01-21 10:54:16 main:574] : INFO : Epoch 659 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 2489.14 ms [2021-01-21 10:54:18 main:574] : INFO : Epoch 660 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 2510.65 ms [2021-01-21 10:54:21 main:574] : INFO : Epoch 661 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 2587.71 ms [2021-01-21 10:54:23 main:574] : INFO : Epoch 662 | loss: 0.031172 | val_loss: 0.0311753 | Time: 2618.04 ms [2021-01-21 10:54:26 main:574] : INFO : Epoch 663 | loss: 0.0311725 | val_loss: 0.031176 | Time: 2523.88 ms [2021-01-21 10:54:29 main:574] : INFO : Epoch 664 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 2458.76 ms [2021-01-21 10:54:31 main:574] : INFO : Epoch 665 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 2656.19 ms [2021-01-21 10:54:34 main:574] : INFO : Epoch 666 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 2642.46 ms [2021-01-21 10:54:37 main:574] : INFO : Epoch 667 | loss: 0.0311747 | val_loss: 0.0311764 | Time: 2601.78 ms [2021-01-21 10:54:39 main:574] : INFO : Epoch 668 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 2488.13 ms [2021-01-21 10:54:42 main:574] : INFO : Epoch 669 | loss: 0.0311724 | val_loss: 0.0311767 | Time: 2594.59 ms [2021-01-21 10:54:44 main:574] : INFO : Epoch 670 | loss: 0.0311728 | val_loss: 0.031177 | Time: 2622.56 ms [2021-01-21 10:54:47 main:574] : INFO : Epoch 671 | loss: 0.0311715 | val_loss: 0.03117 | Time: 2592.42 ms [2021-01-21 10:54:50 main:574] : INFO : Epoch 672 | loss: 0.031169 | val_loss: 0.0311699 | Time: 2533.53 ms [2021-01-21 10:54:52 main:574] : INFO : Epoch 673 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 2555.35 ms [2021-01-21 10:54:55 main:574] : INFO : Epoch 674 | loss: 0.0311681 | val_loss: 0.0311686 | Time: 2485.41 ms [2021-01-21 10:54:58 main:574] : INFO : Epoch 675 | loss: 0.0311679 | val_loss: 0.031169 | Time: 2557.57 ms [2021-01-21 10:55:00 main:574] : INFO : Epoch 676 | loss: 0.0311675 | val_loss: 0.0311678 | Time: 2599.13 ms [2021-01-21 10:55:03 main:574] : INFO : Epoch 677 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 2588.08 ms [2021-01-21 10:55:05 main:574] : INFO : Epoch 678 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2526.36 ms [2021-01-21 10:55:08 main:574] : INFO : Epoch 679 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 2553.09 ms [2021-01-21 10:55:11 main:574] : INFO : Epoch 680 | loss: 0.031168 | val_loss: 0.0311713 | Time: 2542.33 ms [2021-01-21 10:55:13 main:574] : INFO : Epoch 681 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 2425.03 ms [2021-01-21 10:55:16 main:574] : INFO : Epoch 682 | loss: 0.0311675 | val_loss: 0.0311708 | Time: 2552.86 ms [2021-01-21 10:55:18 main:574] : INFO : Epoch 683 | loss: 0.0311673 | val_loss: 0.0311704 | Time: 2566.44 ms [2021-01-21 10:55:21 main:574] : INFO : Epoch 684 | loss: 0.0311677 | val_loss: 0.0311739 | Time: 2573.35 ms [2021-01-21 10:55:24 main:574] : INFO : Epoch 685 | loss: 0.0311681 | val_loss: 0.031171 | Time: 2604.39 ms [2021-01-21 10:55:26 main:574] : INFO : Epoch 686 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 2485.2 ms [2021-01-21 10:55:29 main:574] : INFO : Epoch 687 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 2536.9 ms [2021-01-21 10:55:31 main:574] : INFO : Epoch 688 | loss: 0.0311661 | val_loss: 0.0311701 | Time: 2458.53 ms [2021-01-21 10:55:34 main:574] : INFO : Epoch 689 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 2539.39 ms [2021-01-21 10:55:37 main:574] : INFO : Epoch 690 | loss: 0.0311668 | val_loss: 0.0311684 | Time: 2486.2 ms [2021-01-21 10:55:39 main:574] : INFO : Epoch 691 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 2567.04 ms [2021-01-21 10:55:42 main:574] : INFO : Epoch 692 | loss: 0.0311663 | val_loss: 0.0311698 | Time: 2529.46 ms [2021-01-21 10:55:45 main:574] : INFO : Epoch 693 | loss: 0.0311661 | val_loss: 0.0311685 | Time: 2700.82 ms [2021-01-21 10:55:47 main:574] : INFO : Epoch 694 | loss: 0.0311655 | val_loss: 0.0311694 | Time: 2611.69 ms [2021-01-21 10:55:50 main:574] : INFO : Epoch 695 | loss: 0.0311667 | val_loss: 0.0311691 | Time: 2471.45 ms [2021-01-21 10:55:52 main:574] : INFO : Epoch 696 | loss: 0.0311673 | val_loss: 0.0311683 | Time: 2541.55 ms [2021-01-21 10:55:55 main:574] : INFO : Epoch 697 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2631.5 ms [2021-01-21 10:55:58 main:574] : INFO : Epoch 698 | loss: 0.0311676 | val_loss: 0.0311707 | Time: 2504.58 ms [2021-01-21 10:56:00 main:574] : INFO : Epoch 699 | loss: 0.0311681 | val_loss: 0.0311705 | Time: 2526.62 ms [2021-01-21 10:56:03 main:574] : INFO : Epoch 700 | loss: 0.0311671 | val_loss: 0.0311695 | Time: 2549.47 ms [2021-01-21 10:56:05 main:574] : INFO : Epoch 701 | loss: 0.0311667 | val_loss: 0.0311691 | Time: 2550.36 ms [2021-01-21 10:56:08 main:574] : INFO : Epoch 702 | loss: 0.0311664 | val_loss: 0.03117 | Time: 2583.72 ms [2021-01-21 10:56:11 main:574] : INFO : Epoch 703 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 2662.93 ms [2021-01-21 10:56:13 main:574] : INFO : Epoch 704 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2546.62 ms [2021-01-21 10:56:16 main:574] : INFO : Epoch 705 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 2557.4 ms [2021-01-21 10:56:19 main:574] : INFO : Epoch 706 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 2554.08 ms [2021-01-21 10:56:21 main:574] : INFO : Epoch 707 | loss: 0.0311665 | val_loss: 0.0311703 | Time: 2442.54 ms [2021-01-21 10:56:24 main:574] : INFO : Epoch 708 | loss: 0.0311658 | val_loss: 0.0311709 | Time: 2539.36 ms [2021-01-21 10:56:26 main:574] : INFO : Epoch 709 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 2548.94 ms [2021-01-21 10:56:29 main:574] : INFO : Epoch 710 | loss: 0.0311669 | val_loss: 0.031171 | Time: 2490.73 ms [2021-01-21 10:56:31 main:574] : INFO : Epoch 711 | loss: 0.0311674 | val_loss: 0.03117 | Time: 2516.11 ms [2021-01-21 10:56:34 main:574] : INFO : Epoch 712 | loss: 0.0311665 | val_loss: 0.0311697 | Time: 2493.88 ms [2021-01-21 10:56:37 main:574] : INFO : Epoch 713 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 2662.7 ms [2021-01-21 10:56:39 main:574] : INFO : Epoch 714 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 2576.47 ms [2021-01-21 10:56:42 main:574] : INFO : Epoch 715 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 2495.18 ms [2021-01-21 10:56:44 main:574] : INFO : Epoch 716 | loss: 0.0311666 | val_loss: 0.0311699 | Time: 2482.87 ms [2021-01-21 10:56:47 main:574] : INFO : Epoch 717 | loss: 0.031167 | val_loss: 0.0311725 | Time: 2492.19 ms [2021-01-21 10:56:50 main:574] : INFO : Epoch 718 | loss: 0.0311668 | val_loss: 0.0311711 | Time: 2562.39 ms [2021-01-21 10:56:52 main:574] : INFO : Epoch 719 | loss: 0.0311665 | val_loss: 0.0311706 | Time: 2630.16 ms [2021-01-21 10:56:55 main:574] : INFO : Epoch 720 | loss: 0.0311688 | val_loss: 0.0311715 | Time: 2633.93 ms [2021-01-21 10:56:57 main:574] : INFO : Epoch 721 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 2568.79 ms [2021-01-21 10:57:00 main:574] : INFO : Epoch 722 | loss: 0.0311679 | val_loss: 0.031171 | Time: 2657.06 ms [2021-01-21 10:57:03 main:574] : INFO : Epoch 723 | loss: 0.0311676 | val_loss: 0.0311717 | Time: 2513.5 ms [2021-01-21 10:57:06 main:574] : INFO : Epoch 724 | loss: 0.0311675 | val_loss: 0.03117 | Time: 2570.7 ms [2021-01-21 10:57:08 main:574] : INFO : Epoch 725 | loss: 0.031167 | val_loss: 0.0311685 | Time: 2645.07 ms [2021-01-21 10:57:11 main:574] : INFO : Epoch 726 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 2579.44 ms [2021-01-21 10:57:14 main:574] : INFO : Epoch 727 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2643.34 ms [2021-01-21 10:57:16 main:574] : INFO : Epoch 728 | loss: 0.0311672 | val_loss: 0.0311704 | Time: 2536.9 ms [2021-01-21 10:57:19 main:574] : INFO : Epoch 729 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 2500.72 ms [2021-01-21 10:57:22 main:574] : INFO : Epoch 730 | loss: 0.0311688 | val_loss: 0.0311699 | Time: 2680.84 ms [2021-01-21 10:57:24 main:574] : INFO : Epoch 731 | loss: 0.0311674 | val_loss: 0.0311685 | Time: 2504.62 ms [2021-01-21 10:57:27 main:574] : INFO : Epoch 732 | loss: 0.0311657 | val_loss: 0.0311691 | Time: 2572.9 ms [2021-01-21 10:57:29 main:574] : INFO : Epoch 733 | loss: 0.031165 | val_loss: 0.0311693 | Time: 2567.11 ms [2021-01-21 10:57:32 main:574] : INFO : Epoch 734 | loss: 0.0311666 | val_loss: 0.0311679 | Time: 2593.07 ms [2021-01-21 10:57:35 main:574] : INFO : Epoch 735 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2609.45 ms [2021-01-21 10:57:37 main:574] : INFO : Epoch 736 | loss: 0.0311676 | val_loss: 0.0311689 | Time: 2623.69 ms [2021-01-21 10:57:40 main:574] : INFO : Epoch 737 | loss: 0.0311663 | val_loss: 0.0311695 | Time: 2512.65 ms [2021-01-21 10:57:43 main:574] : INFO : Epoch 738 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2539.06 ms [2021-01-21 10:57:45 main:574] : INFO : Epoch 739 | loss: 0.0311672 | val_loss: 0.0311694 | Time: 2544.29 ms [2021-01-21 10:57:48 main:574] : INFO : Epoch 740 | loss: 0.0311663 | val_loss: 0.031169 | Time: 2547.83 ms [2021-01-21 10:57:50 main:574] : INFO : Epoch 741 | loss: 0.0311665 | val_loss: 0.0311684 | Time: 2522.13 ms [2021-01-21 10:57:53 main:574] : INFO : Epoch 742 | loss: 0.0311668 | val_loss: 0.0311698 | Time: 2505.21 ms [2021-01-21 10:57:56 main:574] : INFO : Epoch 743 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 2467.65 ms [2021-01-21 10:57:58 main:574] : INFO : Epoch 744 | loss: 0.0311668 | val_loss: 0.0311687 | Time: 2550.51 ms [2021-01-21 10:58:01 main:574] : INFO : Epoch 745 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2523.25 ms [2021-01-21 10:58:03 main:574] : INFO : Epoch 746 | loss: 0.0311656 | val_loss: 0.0311679 | Time: 2491.89 ms [2021-01-21 10:58:06 main:574] : INFO : Epoch 747 | loss: 0.031165 | val_loss: 0.0311685 | Time: 2418.99 ms [2021-01-21 10:58:08 main:574] : INFO : Epoch 748 | loss: 0.0311664 | val_loss: 0.0311694 | Time: 2528.01 ms [2021-01-21 10:58:11 main:574] : INFO : Epoch 749 | loss: 0.0311669 | val_loss: 0.0311701 | Time: 2516.75 ms [2021-01-21 10:58:14 main:574] : INFO : Epoch 750 | loss: 0.0311661 | val_loss: 0.0311693 | Time: 2522.14 ms [2021-01-21 10:58:16 main:574] : INFO : Epoch 751 | loss: 0.0311671 | val_loss: 0.0311683 | Time: 2596.27 ms [2021-01-21 10:58:19 main:574] : INFO : Epoch 752 | loss: 0.0311655 | val_loss: 0.031169 | Time: 2502.5 ms [2021-01-21 10:58:21 main:574] : INFO : Epoch 753 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 2568.7 ms [2021-01-21 10:58:24 main:574] : INFO : Epoch 754 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 2555.71 ms [2021-01-21 10:58:26 main:574] : INFO : Epoch 755 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 2405.24 ms [2021-01-21 10:58:29 main:574] : INFO : Epoch 756 | loss: 0.031165 | val_loss: 0.031168 | Time: 2461.41 ms [2021-01-21 10:58:32 main:574] : INFO : Epoch 757 | loss: 0.0311648 | val_loss: 0.0311676 | Time: 2480.82 ms [2021-01-21 10:58:34 main:574] : INFO : Epoch 758 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 2519 ms [2021-01-21 10:58:37 main:574] : INFO : Epoch 759 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2526.16 ms [2021-01-21 10:58:39 main:574] : INFO : Epoch 760 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 2511.21 ms [2021-01-21 10:58:42 main:574] : INFO : Epoch 761 | loss: 0.0311649 | val_loss: 0.03117 | Time: 2660.98 ms [2021-01-21 10:58:45 main:574] : INFO : Epoch 762 | loss: 0.0311656 | val_loss: 0.0311694 | Time: 2509.28 ms [2021-01-21 10:58:47 main:574] : INFO : Epoch 763 | loss: 0.0311672 | val_loss: 0.0311715 | Time: 2452.77 ms [2021-01-21 10:58:50 main:574] : INFO : Epoch 764 | loss: 0.0311668 | val_loss: 0.0311703 | Time: 2493.82 ms [2021-01-21 10:58:52 main:574] : INFO : Epoch 765 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 2600.51 ms [2021-01-21 10:58:55 main:574] : INFO : Epoch 766 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 2576.38 ms [2021-01-21 10:58:58 main:574] : INFO : Epoch 767 | loss: 0.0311642 | val_loss: 0.0311679 | Time: 2526.13 ms [2021-01-21 10:59:00 main:574] : INFO : Epoch 768 | loss: 0.0311646 | val_loss: 0.0311691 | Time: 2549.94 ms [2021-01-21 10:59:03 main:574] : INFO : Epoch 769 | loss: 0.0311648 | val_loss: 0.0311682 | Time: 2548.85 ms [2021-01-21 10:59:06 main:574] : INFO : Epoch 770 | loss: 0.0311646 | val_loss: 0.031169 | Time: 2591.7 ms [2021-01-21 10:59:08 main:574] : INFO : Epoch 771 | loss: 0.0311649 | val_loss: 0.0311691 | Time: 2519.64 ms [2021-01-21 10:59:11 main:574] : INFO : Epoch 772 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 2493.36 ms [2021-01-21 10:59:13 main:574] : INFO : Epoch 773 | loss: 0.031165 | val_loss: 0.031168 | Time: 2574.24 ms [2021-01-21 10:59:16 main:574] : INFO : Epoch 774 | loss: 0.0311641 | val_loss: 0.0311677 | Time: 2506.97 ms [2021-01-21 10:59:18 main:574] : INFO : Epoch 775 | loss: 0.0311648 | val_loss: 0.0311704 | Time: 2497.03 ms [2021-01-21 10:59:21 main:574] : INFO : Epoch 776 | loss: 0.0311635 | val_loss: 0.0311705 | Time: 2500.75 ms [2021-01-21 10:59:24 main:574] : INFO : Epoch 777 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 2498.31 ms [2021-01-21 10:59:26 main:574] : INFO : Epoch 778 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 2528.5 ms [2021-01-21 10:59:29 main:574] : INFO : Epoch 779 | loss: 0.0311639 | val_loss: 0.0311685 | Time: 2566.23 ms [2021-01-21 10:59:31 main:574] : INFO : Epoch 780 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 2467.63 ms [2021-01-21 10:59:34 main:574] : INFO : Epoch 781 | loss: 0.0311637 | val_loss: 0.0311694 | Time: 2485.24 ms [2021-01-21 10:59:36 main:574] : INFO : Epoch 782 | loss: 0.031164 | val_loss: 0.0311691 | Time: 2501.97 ms [2021-01-21 10:59:39 main:574] : INFO : Epoch 783 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 2634.08 ms [2021-01-21 10:59:42 main:574] : INFO : Epoch 784 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 2540.93 ms [2021-01-21 10:59:44 main:574] : INFO : Epoch 785 | loss: 0.0311657 | val_loss: 0.0311695 | Time: 2559.3 ms [2021-01-21 10:59:47 main:574] : INFO : Epoch 786 | loss: 0.0311652 | val_loss: 0.0311691 | Time: 2464.72 ms [2021-01-21 10:59:49 main:574] : INFO : Epoch 787 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2464.69 ms [2021-01-21 10:59:52 main:574] : INFO : Epoch 788 | loss: 0.0311655 | val_loss: 0.031168 | Time: 2554.7 ms [2021-01-21 10:59:55 main:574] : INFO : Epoch 789 | loss: 0.0311654 | val_loss: 0.0311681 | Time: 2486.99 ms [2021-01-21 10:59:57 main:574] : INFO : Epoch 790 | loss: 0.0311665 | val_loss: 0.0311678 | Time: 2447.66 ms [2021-01-21 11:00:00 main:574] : INFO : Epoch 791 | loss: 0.0311662 | val_loss: 0.0311684 | Time: 2451.13 ms [2021-01-21 11:00:02 main:574] : INFO : Epoch 792 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2567.73 ms [2021-01-21 11:00:05 main:574] : INFO : Epoch 793 | loss: 0.0311662 | val_loss: 0.0311692 | Time: 2569.09 ms [2021-01-21 11:00:08 main:574] : INFO : Epoch 794 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 2531.46 ms [2021-01-21 11:00:10 main:574] : INFO : Epoch 795 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 2498.1 ms [2021-01-21 11:00:13 main:574] : INFO : Epoch 796 | loss: 0.0311691 | val_loss: 0.0311692 | Time: 2492.09 ms [2021-01-21 11:00:15 main:574] : INFO : Epoch 797 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2561.2 ms [2021-01-21 11:00:18 main:574] : INFO : Epoch 798 | loss: 0.0311663 | val_loss: 0.0311694 | Time: 2492.13 ms [2021-01-21 11:00:20 main:574] : INFO : Epoch 799 | loss: 0.0311658 | val_loss: 0.0311703 | Time: 2482.35 ms [2021-01-21 11:00:23 main:574] : INFO : Epoch 800 | loss: 0.0311667 | val_loss: 0.0311695 | Time: 2521.16 ms [2021-01-21 11:00:26 main:574] : INFO : Epoch 801 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 2695.77 ms [2021-01-21 11:00:28 main:574] : INFO : Epoch 802 | loss: 0.031165 | val_loss: 0.031169 | Time: 2549.48 ms [2021-01-21 11:00:31 main:574] : INFO : Epoch 803 | loss: 0.0311649 | val_loss: 0.0311676 | Time: 2523.25 ms [2021-01-21 11:00:34 main:574] : INFO : Epoch 804 | loss: 0.0311654 | val_loss: 0.0311687 | Time: 2618.61 ms [2021-01-21 11:00:36 main:574] : INFO : Epoch 805 | loss: 0.0311643 | val_loss: 0.0311675 | Time: 2580.37 ms [2021-01-21 11:00:39 main:574] : INFO : Epoch 806 | loss: 0.031164 | val_loss: 0.0311683 | Time: 2584.84 ms [2021-01-21 11:00:42 main:574] : INFO : Epoch 807 | loss: 0.0311636 | val_loss: 0.0311677 | Time: 2566.78 ms [2021-01-21 11:00:44 main:574] : INFO : Epoch 808 | loss: 0.0311631 | val_loss: 0.0311673 | Time: 2595.59 ms [2021-01-21 11:00:47 main:574] : INFO : Epoch 809 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 2522.67 ms [2021-01-21 11:00:50 main:574] : INFO : Epoch 810 | loss: 0.0311636 | val_loss: 0.0311695 | Time: 2535.35 ms [2021-01-21 11:00:52 main:574] : INFO : Epoch 811 | loss: 0.0311655 | val_loss: 0.031171 | Time: 2525.35 ms [2021-01-21 11:00:55 main:574] : INFO : Epoch 812 | loss: 0.0311644 | val_loss: 0.0311686 | Time: 2401.98 ms [2021-01-21 11:00:57 main:574] : INFO : Epoch 813 | loss: 0.0311636 | val_loss: 0.0311672 | Time: 2569.57 ms [2021-01-21 11:01:00 main:574] : INFO : Epoch 814 | loss: 0.0311632 | val_loss: 0.0311693 | Time: 2507.26 ms [2021-01-21 11:01:02 main:574] : INFO : Epoch 815 | loss: 0.0311634 | val_loss: 0.0311695 | Time: 2580.45 ms [2021-01-21 11:01:05 main:574] : INFO : Epoch 816 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2467.97 ms [2021-01-21 11:01:07 main:574] : INFO : Epoch 817 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 2428.77 ms [2021-01-21 11:01:10 main:574] : INFO : Epoch 818 | loss: 0.031163 | val_loss: 0.0311695 | Time: 2549.02 ms [2021-01-21 11:01:13 main:574] : INFO : Epoch 819 | loss: 0.0311634 | val_loss: 0.0311689 | Time: 2510.73 ms [2021-01-21 11:01:15 main:574] : INFO : Epoch 820 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 2489.28 ms [2021-01-21 11:01:19 main:574] : INFO : Epoch 821 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 3278.84 ms [2021-01-21 11:01:21 main:574] : INFO : Epoch 822 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 2448.52 ms [2021-01-21 11:01:24 main:574] : INFO : Epoch 823 | loss: 0.0311625 | val_loss: 0.0311682 | Time: 2486.05 ms [2021-01-21 11:01:26 main:574] : INFO : Epoch 824 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 2449.58 ms [2021-01-21 11:01:29 main:574] : INFO : Epoch 825 | loss: 0.0311624 | val_loss: 0.031168 | Time: 2451.38 ms [2021-01-21 11:01:31 main:574] : INFO : Epoch 826 | loss: 0.031162 | val_loss: 0.0311682 | Time: 2514.52 ms [2021-01-21 11:01:34 main:574] : INFO : Epoch 827 | loss: 0.0311625 | val_loss: 0.0311675 | Time: 2460.36 ms [2021-01-21 11:01:36 main:574] : INFO : Epoch 828 | loss: 0.0311615 | val_loss: 0.0311682 | Time: 2493.83 ms [2021-01-21 11:01:39 main:574] : INFO : Epoch 829 | loss: 0.0311615 | val_loss: 0.0311676 | Time: 2604.88 ms [2021-01-21 11:01:42 main:574] : INFO : Epoch 830 | loss: 0.031162 | val_loss: 0.0311693 | Time: 2550.51 ms [2021-01-21 11:01:44 main:574] : INFO : Epoch 831 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2543.95 ms [2021-01-21 11:01:47 main:574] : INFO : Epoch 832 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 2681.08 ms [2021-01-21 11:01:50 main:574] : INFO : Epoch 833 | loss: 0.0311649 | val_loss: 0.0311685 | Time: 2534.12 ms [2021-01-21 11:01:52 main:574] : INFO : Epoch 834 | loss: 0.0311637 | val_loss: 0.0311712 | Time: 2435.93 ms [2021-01-21 11:01:55 main:574] : INFO : Epoch 835 | loss: 0.031166 | val_loss: 0.0311746 | Time: 2621.29 ms [2021-01-21 11:01:57 main:574] : INFO : Epoch 836 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 2545.66 ms [2021-01-21 11:02:00 main:574] : INFO : Epoch 837 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2471.89 ms [2021-01-21 11:02:03 main:574] : INFO : Epoch 838 | loss: 0.0311632 | val_loss: 0.031169 | Time: 2560.77 ms [2021-01-21 11:02:06 main:574] : INFO : Epoch 839 | loss: 0.0311624 | val_loss: 0.0311692 | Time: 2630.94 ms [2021-01-21 11:02:08 main:574] : INFO : Epoch 840 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 2430.68 ms [2021-01-21 11:02:11 main:574] : INFO : Epoch 841 | loss: 0.0311611 | val_loss: 0.0311676 | Time: 2547.8 ms [2021-01-21 11:02:13 main:574] : INFO : Epoch 842 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 2511.64 ms [2021-01-21 11:02:16 main:574] : INFO : Epoch 843 | loss: 0.0311627 | val_loss: 0.0311703 | Time: 2680.5 ms [2021-01-21 11:02:19 main:574] : INFO : Epoch 844 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2607.01 ms [2021-01-21 11:02:22 main:574] : INFO : Epoch 845 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 2574.85 ms [2021-01-21 11:02:24 main:574] : INFO : Epoch 846 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2527.13 ms [2021-01-21 11:02:27 main:574] : INFO : Epoch 847 | loss: 0.0311624 | val_loss: 0.0311674 | Time: 2592.96 ms [2021-01-21 11:02:30 main:574] : INFO : Epoch 848 | loss: 0.0311635 | val_loss: 0.0311666 | Time: 2628.49 ms [2021-01-21 11:02:32 main:574] : INFO : Epoch 849 | loss: 0.0311645 | val_loss: 0.0311675 | Time: 2575.04 ms [2021-01-21 11:02:35 main:574] : INFO : Epoch 850 | loss: 0.0311629 | val_loss: 0.0311665 | Time: 2601.69 ms [2021-01-21 11:02:37 main:574] : INFO : Epoch 851 | loss: 0.0311632 | val_loss: 0.0311676 | Time: 2480.33 ms [2021-01-21 11:02:40 main:574] : INFO : Epoch 852 | loss: 0.031163 | val_loss: 0.0311679 | Time: 2466.13 ms [2021-01-21 11:02:43 main:574] : INFO : Epoch 853 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 2601.01 ms [2021-01-21 11:02:45 main:574] : INFO : Epoch 854 | loss: 0.0311619 | val_loss: 0.031168 | Time: 2611.86 ms [2021-01-21 11:02:48 main:574] : INFO : Epoch 855 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2494.25 ms [2021-01-21 11:02:50 main:574] : INFO : Epoch 856 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 2589.93 ms [2021-01-21 11:02:53 main:574] : INFO : Epoch 857 | loss: 0.031164 | val_loss: 0.0311677 | Time: 2417.88 ms [2021-01-21 11:02:55 main:574] : INFO : Epoch 858 | loss: 0.0311632 | val_loss: 0.031168 | Time: 2451.36 ms [2021-01-21 11:02:58 main:574] : INFO : Epoch 859 | loss: 0.0311629 | val_loss: 0.0311697 | Time: 2503.16 ms [2021-01-21 11:03:01 main:574] : INFO : Epoch 860 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 2640.73 ms [2021-01-21 11:03:03 main:574] : INFO : Epoch 861 | loss: 0.0311635 | val_loss: 0.0311677 | Time: 2552.41 ms [2021-01-21 11:03:06 main:574] : INFO : Epoch 862 | loss: 0.0311625 | val_loss: 0.0311672 | Time: 2644.86 ms [2021-01-21 11:03:09 main:574] : INFO : Epoch 863 | loss: 0.031162 | val_loss: 0.0311672 | Time: 2617.81 ms [2021-01-21 11:03:11 main:574] : INFO : Epoch 864 | loss: 0.0311616 | val_loss: 0.0311688 | Time: 2489.25 ms [2021-01-21 11:03:14 main:574] : INFO : Epoch 865 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 2510.96 ms [2021-01-21 11:03:16 main:574] : INFO : Epoch 866 | loss: 0.0311616 | val_loss: 0.0311679 | Time: 2562.14 ms [2021-01-21 11:03:19 main:574] : INFO : Epoch 867 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 2521.47 ms [2021-01-21 11:03:22 main:574] : INFO : Epoch 868 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 2656.84 ms [2021-01-21 11:03:24 main:574] : INFO : Epoch 869 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 2548.39 ms [2021-01-21 11:03:27 main:574] : INFO : Epoch 870 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 2596.38 ms [2021-01-21 11:03:29 main:574] : INFO : Epoch 871 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 2429.16 ms [2021-01-21 11:03:32 main:574] : INFO : Epoch 872 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 2506.83 ms [2021-01-21 11:03:34 main:574] : INFO : Epoch 873 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 2465.47 ms [2021-01-21 11:03:37 main:574] : INFO : Epoch 874 | loss: 0.0311624 | val_loss: 0.0311704 | Time: 2530.78 ms [2021-01-21 11:03:40 main:574] : INFO : Epoch 875 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 2589.46 ms [2021-01-21 11:03:42 main:574] : INFO : Epoch 876 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2527.75 ms [2021-01-21 11:03:45 main:574] : INFO : Epoch 877 | loss: 0.0311615 | val_loss: 0.0311692 | Time: 2671.58 ms [2021-01-21 11:03:48 main:574] : INFO : Epoch 878 | loss: 0.0311619 | val_loss: 0.0311684 | Time: 2543.09 ms [2021-01-21 11:03:50 main:574] : INFO : Epoch 879 | loss: 0.0311609 | val_loss: 0.0311691 | Time: 2462.09 ms [2021-01-21 11:03:53 main:574] : INFO : Epoch 880 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 2580.12 ms [2021-01-21 11:03:55 main:574] : INFO : Epoch 881 | loss: 0.0311615 | val_loss: 0.031167 | Time: 2564.7 ms [2021-01-21 11:03:58 main:574] : INFO : Epoch 882 | loss: 0.0311619 | val_loss: 0.0311683 | Time: 2521.47 ms [2021-01-21 11:04:01 main:574] : INFO : Epoch 883 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2593.47 ms [2021-01-21 11:04:03 main:574] : INFO : Epoch 884 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 2411.16 ms [2021-01-21 11:04:06 main:574] : INFO : Epoch 885 | loss: 0.0311637 | val_loss: 0.0311735 | Time: 2562.54 ms [2021-01-21 11:04:08 main:574] : INFO : Epoch 886 | loss: 0.0311645 | val_loss: 0.0311696 | Time: 2769.96 ms [2021-01-21 11:04:11 main:574] : INFO : Epoch 887 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2466.64 ms [2021-01-21 11:04:13 main:574] : INFO : Epoch 888 | loss: 0.0311633 | val_loss: 0.0311695 | Time: 2531.09 ms [2021-01-21 11:04:16 main:574] : INFO : Epoch 889 | loss: 0.0311615 | val_loss: 0.0311696 | Time: 2606.86 ms [2021-01-21 11:04:19 main:574] : INFO : Epoch 890 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 2473.82 ms [2021-01-21 11:04:21 main:574] : INFO : Epoch 891 | loss: 0.031162 | val_loss: 0.031169 | Time: 2494.97 ms [2021-01-21 11:04:24 main:574] : INFO : Epoch 892 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 2542.46 ms [2021-01-21 11:04:26 main:574] : INFO : Epoch 893 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 2540.93 ms [2021-01-21 11:04:29 main:574] : INFO : Epoch 894 | loss: 0.0311624 | val_loss: 0.0311672 | Time: 2577.12 ms [2021-01-21 11:04:32 main:574] : INFO : Epoch 895 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 2672.13 ms [2021-01-21 11:04:35 main:574] : INFO : Epoch 896 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 2575.47 ms [2021-01-21 11:04:37 main:574] : INFO : Epoch 897 | loss: 0.0311629 | val_loss: 0.0311687 | Time: 2545.39 ms [2021-01-21 11:04:40 main:574] : INFO : Epoch 898 | loss: 0.0311634 | val_loss: 0.0311674 | Time: 2544.62 ms [2021-01-21 11:04:43 main:574] : INFO : Epoch 899 | loss: 0.0311621 | val_loss: 0.0311671 | Time: 2483.71 ms [2021-01-21 11:04:45 main:574] : INFO : Epoch 900 | loss: 0.0311617 | val_loss: 0.0311666 | Time: 2376.77 ms [2021-01-21 11:04:48 main:574] : INFO : Epoch 901 | loss: 0.0311621 | val_loss: 0.0311669 | Time: 2526.15 ms [2021-01-21 11:04:50 main:574] : INFO : Epoch 902 | loss: 0.0311625 | val_loss: 0.0311689 | Time: 2389.02 ms [2021-01-21 11:04:53 main:574] : INFO : Epoch 903 | loss: 0.0311656 | val_loss: 0.0311697 | Time: 2567.2 ms [2021-01-21 11:04:55 main:574] : INFO : Epoch 904 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 2515.43 ms [2021-01-21 11:04:58 main:574] : INFO : Epoch 905 | loss: 0.0311625 | val_loss: 0.0311681 | Time: 2490.05 ms [2021-01-21 11:05:00 main:574] : INFO : Epoch 906 | loss: 0.0311622 | val_loss: 0.0311697 | Time: 2528.83 ms [2021-01-21 11:05:03 main:574] : INFO : Epoch 907 | loss: 0.0311619 | val_loss: 0.031167 | Time: 2506.79 ms [2021-01-21 11:05:06 main:574] : INFO : Epoch 908 | loss: 0.0311627 | val_loss: 0.031168 | Time: 2659.71 ms [2021-01-21 11:05:08 main:574] : INFO : Epoch 909 | loss: 0.0311622 | val_loss: 0.0311658 | Time: 2539.11 ms [2021-01-21 11:05:11 main:574] : INFO : Epoch 910 | loss: 0.0311606 | val_loss: 0.0311651 | Time: 2481.97 ms [2021-01-21 11:05:13 main:574] : INFO : Epoch 911 | loss: 0.0311609 | val_loss: 0.0311657 | Time: 2521.5 ms [2021-01-21 11:05:16 main:574] : INFO : Epoch 912 | loss: 0.0311611 | val_loss: 0.0311658 | Time: 2439.06 ms [2021-01-21 11:05:18 main:574] : INFO : Epoch 913 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 2488.1 ms [2021-01-21 11:05:21 main:574] : INFO : Epoch 914 | loss: 0.0311626 | val_loss: 0.0311662 | Time: 2446.55 ms [2021-01-21 11:05:23 main:574] : INFO : Epoch 915 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 2536.6 ms [2021-01-21 11:05:26 main:574] : INFO : Epoch 916 | loss: 0.0311608 | val_loss: 0.0311761 | Time: 2574.11 ms [2021-01-21 11:05:29 main:574] : INFO : Epoch 917 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2559.12 ms [2021-01-21 11:05:31 main:574] : INFO : Epoch 918 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 2525.5 ms [2021-01-21 11:05:34 main:574] : INFO : Epoch 919 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 2540.33 ms [2021-01-21 11:05:37 main:574] : INFO : Epoch 920 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 2579.46 ms [2021-01-21 11:05:39 main:574] : INFO : Epoch 921 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 2457.81 ms [2021-01-21 11:05:42 main:574] : INFO : Epoch 922 | loss: 0.03116 | val_loss: 0.031169 | Time: 2607.72 ms [2021-01-21 11:05:44 main:574] : INFO : Epoch 923 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 2565.05 ms [2021-01-21 11:05:47 main:574] : INFO : Epoch 924 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 2561.8 ms [2021-01-21 11:05:49 main:574] : INFO : Epoch 925 | loss: 0.0311638 | val_loss: 0.031173 | Time: 2435.8 ms [2021-01-21 11:05:52 main:574] : INFO : Epoch 926 | loss: 0.0311609 | val_loss: 0.031169 | Time: 2496.84 ms [2021-01-21 11:05:55 main:574] : INFO : Epoch 927 | loss: 0.0311607 | val_loss: 0.0311678 | Time: 2514.14 ms [2021-01-21 11:05:57 main:574] : INFO : Epoch 928 | loss: 0.031159 | val_loss: 0.031167 | Time: 2521.2 ms [2021-01-21 11:06:00 main:574] : INFO : Epoch 929 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 2564.92 ms [2021-01-21 11:06:02 main:574] : INFO : Epoch 930 | loss: 0.03116 | val_loss: 0.0311686 | Time: 2524.94 ms [2021-01-21 11:06:05 main:574] : INFO : Epoch 931 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 2707.21 ms [2021-01-21 11:06:08 main:574] : INFO : Epoch 932 | loss: 0.0311606 | val_loss: 0.0311674 | Time: 2546.29 ms [2021-01-21 11:06:10 main:574] : INFO : Epoch 933 | loss: 0.0311615 | val_loss: 0.0311729 | Time: 2466.25 ms [2021-01-21 11:06:13 main:574] : INFO : Epoch 934 | loss: 0.0311633 | val_loss: 0.0311677 | Time: 2643.58 ms [2021-01-21 11:06:16 main:574] : INFO : Epoch 935 | loss: 0.0311606 | val_loss: 0.031168 | Time: 2612.64 ms [2021-01-21 11:06:18 main:574] : INFO : Epoch 936 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 2516.78 ms [2021-01-21 11:06:21 main:574] : INFO : Epoch 937 | loss: 0.031161 | val_loss: 0.0311688 | Time: 2447.46 ms [2021-01-21 11:06:23 main:574] : INFO : Epoch 938 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2548.21 ms [2021-01-21 11:06:26 main:574] : INFO : Epoch 939 | loss: 0.0311612 | val_loss: 0.0311688 | Time: 2590.26 ms [2021-01-21 11:06:28 main:574] : INFO : Epoch 940 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2467.04 ms [2021-01-21 11:06:31 main:574] : INFO : Epoch 941 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 2521.11 ms [2021-01-21 11:06:34 main:574] : INFO : Epoch 942 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 2626.22 ms [2021-01-21 11:06:36 main:574] : INFO : Epoch 943 | loss: 0.0311609 | val_loss: 0.031171 | Time: 2567.85 ms [2021-01-21 11:06:39 main:574] : INFO : Epoch 944 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2531.05 ms [2021-01-21 11:06:41 main:574] : INFO : Epoch 945 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 2573.05 ms [2021-01-21 11:06:44 main:574] : INFO : Epoch 946 | loss: 0.0311606 | val_loss: 0.0311704 | Time: 2657.23 ms [2021-01-21 11:06:47 main:574] : INFO : Epoch 947 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 2575.96 ms [2021-01-21 11:06:49 main:574] : INFO : Epoch 948 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 2622.12 ms [2021-01-21 11:06:52 main:574] : INFO : Epoch 949 | loss: 0.0311628 | val_loss: 0.0311661 | Time: 2576.69 ms [2021-01-21 11:06:55 main:574] : INFO : Epoch 950 | loss: 0.0311618 | val_loss: 0.0311663 | Time: 2601.67 ms [2021-01-21 11:06:57 main:574] : INFO : Epoch 951 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 2529.41 ms [2021-01-21 11:07:00 main:574] : INFO : Epoch 952 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 2504.54 ms [2021-01-21 11:07:03 main:574] : INFO : Epoch 953 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 2585.38 ms [2021-01-21 11:07:05 main:574] : INFO : Epoch 954 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 2481.89 ms [2021-01-21 11:07:08 main:574] : INFO : Epoch 955 | loss: 0.0311617 | val_loss: 0.0311671 | Time: 2623.6 ms [2021-01-21 11:07:10 main:574] : INFO : Epoch 956 | loss: 0.031162 | val_loss: 0.0311687 | Time: 2553.08 ms [2021-01-21 11:07:13 main:574] : INFO : Epoch 957 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 2564.53 ms [2021-01-21 11:07:16 main:574] : INFO : Epoch 958 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 2521.2 ms [2021-01-21 11:07:18 main:574] : INFO : Epoch 959 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 2591.01 ms [2021-01-21 11:07:21 main:574] : INFO : Epoch 960 | loss: 0.0311621 | val_loss: 0.0311686 | Time: 2516.15 ms [2021-01-21 11:07:24 main:574] : INFO : Epoch 961 | loss: 0.0311633 | val_loss: 0.0311678 | Time: 2608.86 ms [2021-01-21 11:07:26 main:574] : INFO : Epoch 962 | loss: 0.031161 | val_loss: 0.0311675 | Time: 2465.34 ms [2021-01-21 11:07:29 main:574] : INFO : Epoch 963 | loss: 0.0311615 | val_loss: 0.0311705 | Time: 2507.65 ms [2021-01-21 11:07:31 main:574] : INFO : Epoch 964 | loss: 0.0311621 | val_loss: 0.0311681 | Time: 2473.61 ms [2021-01-21 11:07:34 main:574] : INFO : Epoch 965 | loss: 0.0311623 | val_loss: 0.031166 | Time: 2680.25 ms [2021-01-21 11:07:37 main:574] : INFO : Epoch 966 | loss: 0.0311612 | val_loss: 0.0311657 | Time: 2590.56 ms [2021-01-21 11:07:39 main:574] : INFO : Epoch 967 | loss: 0.0311606 | val_loss: 0.031167 | Time: 2477.55 ms [2021-01-21 11:07:42 main:574] : INFO : Epoch 968 | loss: 0.031161 | val_loss: 0.0311671 | Time: 2537.59 ms [2021-01-21 11:07:44 main:574] : INFO : Epoch 969 | loss: 0.0311611 | val_loss: 0.0311672 | Time: 2557.48 ms [2021-01-21 11:07:47 main:574] : INFO : Epoch 970 | loss: 0.031161 | val_loss: 0.0311684 | Time: 2524.82 ms [2021-01-21 11:07:50 main:574] : INFO : Epoch 971 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 2586.08 ms [2021-01-21 11:07:52 main:574] : INFO : Epoch 972 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 2606.55 ms [2021-01-21 11:07:55 main:574] : INFO : Epoch 973 | loss: 0.0311616 | val_loss: 0.031168 | Time: 2615.23 ms [2021-01-21 11:07:58 main:574] : INFO : Epoch 974 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2662.91 ms [2021-01-21 11:08:00 main:574] : INFO : Epoch 975 | loss: 0.0311638 | val_loss: 0.0311721 | Time: 2559.13 ms [2021-01-21 11:08:03 main:574] : INFO : Epoch 976 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 2650.58 ms [2021-01-21 11:08:06 main:574] : INFO : Epoch 977 | loss: 0.0311608 | val_loss: 0.0311684 | Time: 2547.13 ms [2021-01-21 11:08:08 main:574] : INFO : Epoch 978 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2559.71 ms [2021-01-21 11:08:11 main:574] : INFO : Epoch 979 | loss: 0.0311598 | val_loss: 0.0311675 | Time: 2534.73 ms [2021-01-21 11:08:14 main:574] : INFO : Epoch 980 | loss: 0.0311595 | val_loss: 0.0311681 | Time: 2619.33 ms [2021-01-21 11:08:16 main:574] : INFO : Epoch 981 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 2406.48 ms [2021-01-21 11:08:19 main:574] : INFO : Epoch 982 | loss: 0.0311603 | val_loss: 0.0311706 | Time: 2444.18 ms [2021-01-21 11:08:21 main:574] : INFO : Epoch 983 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 2530.08 ms [2021-01-21 11:08:24 main:574] : INFO : Epoch 984 | loss: 0.0311598 | val_loss: 0.0311679 | Time: 2637.65 ms [2021-01-21 11:08:27 main:574] : INFO : Epoch 985 | loss: 0.0311588 | val_loss: 0.031169 | Time: 2548.88 ms [2021-01-21 11:08:29 main:574] : INFO : Epoch 986 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 2599.86 ms [2021-01-21 11:08:32 main:574] : INFO : Epoch 987 | loss: 0.0311604 | val_loss: 0.031172 | Time: 2592.03 ms [2021-01-21 11:08:35 main:574] : INFO : Epoch 988 | loss: 0.0311615 | val_loss: 0.0311688 | Time: 2511.49 ms [2021-01-21 11:08:37 main:574] : INFO : Epoch 989 | loss: 0.0311602 | val_loss: 0.0311695 | Time: 2674.09 ms [2021-01-21 11:08:40 main:574] : INFO : Epoch 990 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 2576.76 ms [2021-01-21 11:08:43 main:574] : INFO : Epoch 991 | loss: 0.0311617 | val_loss: 0.0311674 | Time: 2514.78 ms [2021-01-21 11:08:45 main:574] : INFO : Epoch 992 | loss: 0.0311607 | val_loss: 0.0311672 | Time: 2556.94 ms [2021-01-21 11:08:48 main:574] : INFO : Epoch 993 | loss: 0.031161 | val_loss: 0.0311666 | Time: 2392.71 ms [2021-01-21 11:08:50 main:574] : INFO : Epoch 994 | loss: 0.031162 | val_loss: 0.0311693 | Time: 2569.19 ms [2021-01-21 11:08:53 main:574] : INFO : Epoch 995 | loss: 0.031162 | val_loss: 0.0311667 | Time: 2508.33 ms [2021-01-21 11:08:56 main:574] : INFO : Epoch 996 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2609.15 ms [2021-01-21 11:08:58 main:574] : INFO : Epoch 997 | loss: 0.0311588 | val_loss: 0.031169 | Time: 2474.37 ms [2021-01-21 11:09:01 main:574] : INFO : Epoch 998 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 2627.12 ms [2021-01-21 11:09:03 main:574] : INFO : Epoch 999 | loss: 0.0311602 | val_loss: 0.0311679 | Time: 2429.66 ms [2021-01-21 11:09:06 main:574] : INFO : Epoch 1000 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 2563.35 ms [2021-01-21 11:09:08 main:574] : INFO : Epoch 1001 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 2529.67 ms [2021-01-21 11:09:11 main:574] : INFO : Epoch 1002 | loss: 0.0311602 | val_loss: 0.0311679 | Time: 2564.66 ms [2021-01-21 11:09:14 main:574] : INFO : Epoch 1003 | loss: 0.0311633 | val_loss: 0.03117 | Time: 2539.82 ms [2021-01-21 11:09:16 main:574] : INFO : Epoch 1004 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 2386.87 ms [2021-01-21 11:09:19 main:574] : INFO : Epoch 1005 | loss: 0.0311637 | val_loss: 0.031171 | Time: 2554.46 ms [2021-01-21 11:09:21 main:574] : INFO : Epoch 1006 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 2487.4 ms [2021-01-21 11:09:24 main:574] : INFO : Epoch 1007 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 2518.74 ms [2021-01-21 11:09:27 main:574] : INFO : Epoch 1008 | loss: 0.0311629 | val_loss: 0.0311667 | Time: 2580.57 ms [2021-01-21 11:09:29 main:574] : INFO : Epoch 1009 | loss: 0.0311626 | val_loss: 0.0311706 | Time: 2505.91 ms [2021-01-21 11:09:32 main:574] : INFO : Epoch 1010 | loss: 0.0311632 | val_loss: 0.031166 | Time: 2683.35 ms [2021-01-21 11:09:35 main:574] : INFO : Epoch 1011 | loss: 0.031163 | val_loss: 0.0311729 | Time: 2567.03 ms [2021-01-21 11:09:37 main:574] : INFO : Epoch 1012 | loss: 0.0311666 | val_loss: 0.0311704 | Time: 2481.65 ms [2021-01-21 11:09:40 main:574] : INFO : Epoch 1013 | loss: 0.0311624 | val_loss: 0.0311676 | Time: 2660.06 ms [2021-01-21 11:09:42 main:574] : INFO : Epoch 1014 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 2443.64 ms [2021-01-21 11:09:45 main:574] : INFO : Epoch 1015 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 2491.62 ms [2021-01-21 11:09:47 main:574] : INFO : Epoch 1016 | loss: 0.0311611 | val_loss: 0.0311681 | Time: 2523.5 ms [2021-01-21 11:09:50 main:574] : INFO : Epoch 1017 | loss: 0.0311613 | val_loss: 0.0311694 | Time: 2586.72 ms [2021-01-21 11:09:53 main:574] : INFO : Epoch 1018 | loss: 0.0311607 | val_loss: 0.0311692 | Time: 2383.96 ms [2021-01-21 11:09:56 main:574] : INFO : Epoch 1019 | loss: 0.0311614 | val_loss: 0.0311685 | Time: 2493.2 ms [2021-01-21 11:09:58 main:574] : INFO : Epoch 1020 | loss: 0.0311618 | val_loss: 0.031168 | Time: 2622.34 ms [2021-01-21 11:10:01 main:574] : INFO : Epoch 1021 | loss: 0.0311611 | val_loss: 0.0311698 | Time: 2497.79 ms [2021-01-21 11:10:03 main:574] : INFO : Epoch 1022 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2572.76 ms [2021-01-21 11:10:06 main:574] : INFO : Epoch 1023 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 2505.62 ms [2021-01-21 11:10:09 main:574] : INFO : Epoch 1024 | loss: 0.0311605 | val_loss: 0.0311689 | Time: 2513.22 ms [2021-01-21 11:10:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311689 [2021-01-21 11:10:09 main:603] : INFO : Saving end state to config to file [2021-01-21 11:10:09 main:608] : INFO : Success, exiting.. 11:10:09 (7380): 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)