Task 3361643
| Name | EightBitModified-1605931897-32451-3_2 |
| Workunit | 1464215 |
| Created | 19 Dec 2020, 20:40:14 UTC |
| Sent | 19 Dec 2020, 21:09:27 UTC |
| Report deadline | 26 Dec 2020, 21:09:27 UTC |
| Received | 21 Dec 2020, 1:28:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 43 min 1 sec |
| CPU time | 38 min 26 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s: 0.0314932 | val_loss: 0.0314935 | Time: 2382.99 ms [2020-12-21 02:06:41 main:574] : INFO : Epoch 515 | loss: 0.0314769 | val_loss: 0.0314858 | Time: 2434.11 ms [2020-12-21 02:06:44 main:574] : INFO : Epoch 516 | loss: 0.0314716 | val_loss: 0.0314822 | Time: 2486.49 ms [2020-12-21 02:06:46 main:574] : INFO : Epoch 517 | loss: 0.0314704 | val_loss: 0.0314838 | Time: 2490.49 ms [2020-12-21 02:06:49 main:574] : INFO : Epoch 518 | loss: 0.0314725 | val_loss: 0.0314772 | Time: 2450.31 ms [2020-12-21 02:06:51 main:574] : INFO : Epoch 519 | loss: 0.0314763 | val_loss: 0.031494 | Time: 2477.02 ms [2020-12-21 02:06:54 main:574] : INFO : Epoch 520 | loss: 0.031475 | val_loss: 0.0314868 | Time: 2424.25 ms [2020-12-21 02:06:56 main:574] : INFO : Epoch 521 | loss: 0.0314711 | val_loss: 0.0314806 | Time: 2444.47 ms [2020-12-21 02:06:59 main:574] : INFO : Epoch 522 | loss: 0.03151 | val_loss: 0.0315878 | Time: 2475.35 ms [2020-12-21 02:07:01 main:574] : INFO : Epoch 523 | loss: 0.0314985 | val_loss: 0.0314919 | Time: 2323.93 ms [2020-12-21 02:07:04 main:574] : INFO : Epoch 524 | loss: 0.0314873 | val_loss: 0.0314906 | Time: 2329.08 ms [2020-12-21 02:07:06 main:574] : INFO : Epoch 525 | loss: 0.0314833 | val_loss: 0.0314936 | Time: 2381.28 ms [2020-12-21 02:07:08 main:574] : INFO : Epoch 526 | loss: 0.0314746 | val_loss: 0.031484 | Time: 2350.23 ms [2020-12-21 02:07:11 main:574] : INFO : Epoch 527 | loss: 0.0315176 | val_loss: 0.0314975 | Time: 2330.41 ms [2020-12-21 02:07:13 main:574] : INFO : Epoch 528 | loss: 0.0314872 | val_loss: 0.0314926 | Time: 2390.11 ms [2020-12-21 02:07:15 main:574] : INFO : Epoch 529 | loss: 0.0314752 | val_loss: 0.0314891 | Time: 2419.52 ms [2020-12-21 02:07:18 main:574] : INFO : Epoch 530 | loss: 0.0314719 | val_loss: 0.0314786 | Time: 2434.48 ms [2020-12-21 02:07:20 main:574] : INFO : Epoch 531 | loss: 0.0314996 | val_loss: 0.031628 | Time: 2366.33 ms [2020-12-21 02:07:23 main:574] : INFO : Epoch 532 | loss: 0.031515 | val_loss: 0.0314997 | Time: 2375.29 ms [2020-12-21 02:07:25 main:574] : INFO : Epoch 533 | loss: 0.0314762 | val_loss: 0.0314821 | Time: 2375.07 ms [2020-12-21 02:07:28 main:574] : INFO : Epoch 534 | loss: 0.0314719 | val_loss: 0.0314882 | Time: 2394.91 ms [2020-12-21 02:07:30 main:574] : INFO : Epoch 535 | loss: 0.031469 | val_loss: 0.0314814 | Time: 2371.04 ms [2020-12-21 02:07:32 main:574] : INFO : Epoch 536 | loss: 0.031472 | val_loss: 0.0315239 | Time: 2373.95 ms [2020-12-21 02:07:35 main:574] : INFO : Epoch 537 | loss: 0.0315327 | val_loss: 0.0314986 | Time: 2371.38 ms [2020-12-21 02:07:37 main:574] : INFO : Epoch 538 | loss: 0.0314826 | val_loss: 0.0314925 | Time: 2422.17 ms [2020-12-21 02:07:40 main:574] : INFO : Epoch 539 | loss: 0.0314845 | val_loss: 0.0314892 | Time: 2403.67 ms [2020-12-21 02:07:42 main:574] : INFO : Epoch 540 | loss: 0.0314799 | val_loss: 0.0314863 | Time: 2414.83 ms [2020-12-21 02:07:45 main:574] : INFO : Epoch 541 | loss: 0.0315109 | val_loss: 0.0316192 | Time: 2386.75 ms [2020-12-21 02:07:47 main:574] : INFO : Epoch 542 | loss: 0.031554 | val_loss: 0.0315965 | Time: 2326.03 ms [2020-12-21 02:07:50 main:574] : INFO : Epoch 543 | loss: 0.0315129 | val_loss: 0.0314926 | Time: 2381.72 ms [2020-12-21 02:07:52 main:574] : INFO : Epoch 544 | loss: 0.0314751 | val_loss: 0.0314862 | Time: 2381.76 ms [2020-12-21 02:07:54 main:574] : INFO : Epoch 545 | loss: 0.0314704 | val_loss: 0.0314806 | Time: 2473.64 ms [2020-12-21 02:07:57 main:574] : INFO : Epoch 546 | loss: 0.0314683 | val_loss: 0.0314884 | Time: 2559.14 ms [2020-12-21 02:07:59 main:574] : INFO : Epoch 547 | loss: 0.0314706 | val_loss: 0.0314911 | Time: 2385.55 ms [2020-12-21 02:08:02 main:574] : INFO : Epoch 548 | loss: 0.0314806 | val_loss: 0.0314895 | Time: 2458.68 ms [2020-12-21 02:08:04 main:574] : INFO : Epoch 549 | loss: 0.0314747 | val_loss: 0.0314934 | Time: 2451.94 ms [2020-12-21 02:08:07 main:574] : INFO : Epoch 550 | loss: 0.0315008 | val_loss: 0.0315039 | Time: 2389.49 ms [2020-12-21 02:08:09 main:574] : INFO : Epoch 551 | loss: 0.0314767 | val_loss: 0.0314852 | Time: 2452.33 ms [2020-12-21 02:08:12 main:574] : INFO : Epoch 552 | loss: 0.0314691 | val_loss: 0.0314775 | Time: 2367.51 ms [2020-12-21 02:08:14 main:574] : INFO : Epoch 553 | loss: 0.0314686 | val_loss: 0.0314867 | Time: 2354.91 ms [2020-12-21 02:08:16 main:574] : INFO : Epoch 554 | loss: 0.0314716 | val_loss: 0.0314923 | Time: 2335.58 ms [2020-12-21 02:08:19 main:574] : INFO : Epoch 555 | loss: 0.0314959 | val_loss: 0.0314931 | Time: 2363.48 ms [2020-12-21 02:08:21 main:574] : INFO : Epoch 556 | loss: 0.0314808 | val_loss: 0.0314802 | Time: 2341.92 ms [2020-12-21 02:08:24 main:574] : INFO : Epoch 557 | loss: 0.0314727 | val_loss: 0.0314874 | Time: 2362.68 ms [2020-12-21 02:08:26 main:574] : INFO : Epoch 558 | loss: 0.0314709 | val_loss: 0.0314843 | Time: 2503.35 ms [2020-12-21 02:08:29 main:574] : INFO : Epoch 559 | loss: 0.0314767 | val_loss: 0.031487 | Time: 2502.77 ms [2020-12-21 02:08:31 main:574] : INFO : Epoch 560 | loss: 0.0315386 | val_loss: 0.0315642 | Time: 2496.51 ms [2020-12-21 02:08:34 main:574] : INFO : Epoch 561 | loss: 0.0315052 | val_loss: 0.0314958 | Time: 2443.95 ms [2020-12-21 02:08:36 main:574] : INFO : Epoch 562 | loss: 0.0314791 | val_loss: 0.0314842 | Time: 2439.98 ms [2020-12-21 02:08:39 main:574] : INFO : Epoch 563 | loss: 0.0314684 | val_loss: 0.031486 | Time: 2429.78 ms [2020-12-21 02:08:41 main:574] : INFO : Epoch 564 | loss: 0.0314723 | val_loss: 0.0314812 | Time: 2400.72 ms [2020-12-21 02:08:43 main:574] : INFO : Epoch 565 | loss: 0.0314729 | val_loss: 0.0314877 | Time: 2456.05 ms [2020-12-21 02:08:46 main:574] : INFO : Epoch 566 | loss: 0.0315324 | val_loss: 0.0315274 | Time: 2440.83 ms [2020-12-21 02:08:48 main:574] : INFO : Epoch 567 | loss: 0.0314963 | val_loss: 0.0314921 | Time: 2469.26 ms [2020-12-21 02:08:51 main:574] : INFO : Epoch 568 | loss: 0.0314742 | val_loss: 0.0314795 | Time: 2511.09 ms [2020-12-21 02:08:53 main:574] : INFO : Epoch 569 | loss: 0.0314693 | val_loss: 0.0314806 | Time: 2447.45 ms [2020-12-21 02:08:56 main:574] : INFO : Epoch 570 | loss: 0.0314665 | val_loss: 0.0314802 | Time: 2460.18 ms [2020-12-21 02:08:58 main:574] : INFO : Epoch 571 | loss: 0.0314758 | val_loss: 0.0315387 | Time: 2530.06 ms [2020-12-21 02:09:01 main:574] : INFO : Epoch 572 | loss: 0.0315081 | val_loss: 0.0314972 | Time: 2523.36 ms [2020-12-21 02:09:03 main:574] : INFO : Epoch 573 | loss: 0.0314729 | val_loss: 0.0314805 | Time: 2483.12 ms [2020-12-21 02:09:06 main:574] : INFO : Epoch 574 | loss: 0.0314678 | val_loss: 0.0314929 | Time: 2431.18 ms [2020-12-21 02:09:09 main:574] : INFO : Epoch 575 | loss: 0.0314757 | val_loss: 0.0314967 | Time: 2755.56 ms [2020-12-21 02:09:11 main:574] : INFO : Epoch 576 | loss: 0.0314688 | val_loss: 0.0314845 | Time: 2696.52 ms [2020-12-21 02:09:14 main:574] : INFO : Epoch 577 | loss: 0.0315036 | val_loss: 0.0315048 | Time: 2837.74 ms [2020-12-21 02:09:17 main:574] : INFO : Epoch 578 | loss: 0.031481 | val_loss: 0.0314861 | Time: 2701.55 ms [2020-12-21 02:09:20 main:574] : INFO : Epoch 579 | loss: 0.0314723 | val_loss: 0.0314915 | Time: 2587 ms [2020-12-21 02:09:22 main:574] : INFO : Epoch 580 | loss: 0.0314693 | val_loss: 0.0314795 | Time: 2591.82 ms [2020-12-21 02:09:25 main:574] : INFO : Epoch 581 | loss: 0.0314718 | val_loss: 0.0314821 | Time: 2484.23 ms [2020-12-21 02:09:28 main:574] : INFO : Epoch 582 | loss: 0.0314874 | val_loss: 0.0315167 | Time: 2803.15 ms [2020-12-21 02:09:30 main:574] : INFO : Epoch 583 | loss: 0.0314811 | val_loss: 0.0314887 | Time: 2732.22 ms [2020-12-21 02:09:33 main:574] : INFO : Epoch 584 | loss: 0.0314695 | val_loss: 0.0314869 | Time: 2606.7 ms [2020-12-21 02:09:36 main:574] : INFO : Epoch 585 | loss: 0.0314686 | val_loss: 0.0314882 | Time: 2602.19 ms [2020-12-21 02:09:38 main:574] : INFO : Epoch 586 | loss: 0.0315239 | val_loss: 0.0315114 | Time: 2666.12 ms [2020-12-21 02:09:41 main:574] : INFO : Epoch 587 | loss: 0.0315049 | val_loss: 0.0314998 | Time: 2685.07 ms [2020-12-21 02:09:44 main:574] : INFO : Epoch 588 | loss: 0.0314808 | val_loss: 0.0314831 | Time: 2542 ms [2020-12-21 02:09:46 main:574] : INFO : Epoch 589 | loss: 0.0314732 | val_loss: 0.0314836 | Time: 2594.86 ms [2020-12-21 02:09:49 main:574] : INFO : Epoch 590 | loss: 0.0315078 | val_loss: 0.0316548 | Time: 2629.37 ms [2020-12-21 02:09:52 main:574] : INFO : Epoch 591 | loss: 0.0316165 | val_loss: 0.0315411 | Time: 2522.21 ms [2020-12-21 02:09:54 main:574] : INFO : Epoch 592 | loss: 0.0315047 | val_loss: 0.0314926 | Time: 2543.65 ms [2020-12-21 02:09:57 main:574] : INFO : Epoch 593 | loss: 0.0314748 | val_loss: 0.0314847 | Time: 2522.13 ms [2020-12-21 02:09:59 main:574] : INFO : Epoch 594 | loss: 0.0314711 | val_loss: 0.0314803 | Time: 2534.89 ms [2020-12-21 02:10:02 main:574] : INFO : Epoch 595 | loss: 0.0314855 | val_loss: 0.0316151 | Time: 2538.49 ms [2020-12-21 02:10:04 main:574] : INFO : Epoch 596 | loss: 0.0315156 | val_loss: 0.0314904 | Time: 2512.76 ms [2020-12-21 02:10:07 main:574] : INFO : Epoch 597 | loss: 0.0314758 | val_loss: 0.0314793 | Time: 2621.65 ms [2020-12-21 02:10:10 main:574] : INFO : Epoch 598 | loss: 0.0314675 | val_loss: 0.0314833 | Time: 2662.54 ms [2020-12-21 02:10:12 main:574] : INFO : Epoch 599 | loss: 0.0314683 | val_loss: 0.0314752 | Time: 2584.31 ms [2020-12-21 02:10:15 main:574] : INFO : Epoch 600 | loss: 0.0314712 | val_loss: 0.0314804 | Time: 2492.03 ms [2020-12-21 02:10:17 main:574] : INFO : Epoch 601 | loss: 0.0314695 | val_loss: 0.0314791 | Time: 2456.82 ms [2020-12-21 02:10:20 main:574] : INFO : Epoch 602 | loss: 0.0314795 | val_loss: 0.0315641 | Time: 2388.87 ms [2020-12-21 02:10:22 main:574] : INFO : Epoch 603 | loss: 0.0315305 | val_loss: 0.0315101 | Time: 2489.01 ms [2020-12-21 02:10:25 main:574] : INFO : Epoch 604 | loss: 0.0314792 | val_loss: 0.031493 | Time: 2510.13 ms [2020-12-21 02:10:27 main:574] : INFO : Epoch 605 | loss: 0.0314989 | val_loss: 0.0315249 | Time: 2492.57 ms [2020-12-21 02:10:30 main:574] : INFO : Epoch 606 | loss: 0.0314821 | val_loss: 0.0314876 | Time: 2642.04 ms [2020-12-21 02:10:32 main:574] : INFO : Epoch 607 | loss: 0.0314825 | val_loss: 0.0315028 | Time: 2500.81 ms [2020-12-21 02:10:35 main:574] : INFO : Epoch 608 | loss: 0.0314866 | val_loss: 0.0314932 | Time: 2441.37 ms [2020-12-21 02:10:38 main:574] : INFO : Epoch 609 | loss: 0.0314762 | val_loss: 0.0314995 | Time: 2527.46 ms [2020-12-21 02:10:40 main:574] : INFO : Epoch 610 | loss: 0.0315195 | val_loss: 0.0314983 | Time: 2457.04 ms [2020-12-21 02:10:42 main:574] : INFO : Epoch 611 | loss: 0.0314746 | val_loss: 0.0314817 | Time: 2372.81 ms [2020-12-21 02:10:45 main:574] : INFO : Epoch 612 | loss: 0.0314656 | val_loss: 0.0314777 | Time: 2393.06 ms [2020-12-21 02:10:47 main:574] : INFO : Epoch 613 | loss: 0.0314659 | val_loss: 0.0314795 | Time: 2522.85 ms [2020-12-21 02:10:50 main:574] : INFO : Epoch 614 | loss: 0.031467 | val_loss: 0.0314817 | Time: 2436.41 ms [2020-12-21 02:10:52 main:574] : INFO : Epoch 615 | loss: 0.0314846 | val_loss: 0.0315132 | Time: 2332.22 ms [2020-12-21 02:10:55 main:574] : INFO : Epoch 616 | loss: 0.0314784 | val_loss: 0.0314918 | Time: 2369.47 ms [2020-12-21 02:10:57 main:574] : INFO : Epoch 617 | loss: 0.0318453 | val_loss: 0.0323252 | Time: 2448.37 ms [2020-12-21 02:11:00 main:574] : INFO : Epoch 618 | loss: 0.0318132 | val_loss: 0.0315809 | Time: 2508.74 ms [2020-12-21 02:11:02 main:574] : INFO : Epoch 619 | loss: 0.0315342 | val_loss: 0.0315193 | Time: 2466.9 ms [2020-12-21 02:11:04 main:574] : INFO : Epoch 620 | loss: 0.0314943 | val_loss: 0.0315022 | Time: 2403.95 ms [2020-12-21 02:11:07 main:574] : INFO : Epoch 621 | loss: 0.0314838 | val_loss: 0.0314961 | Time: 2387 ms [2020-12-21 02:11:09 main:574] : INFO : Epoch 622 | loss: 0.0314809 | val_loss: 0.0314889 | Time: 2417.16 ms [2020-12-21 02:11:12 main:574] : INFO : Epoch 623 | loss: 0.0314736 | val_loss: 0.0314938 | Time: 2414.48 ms [2020-12-21 02:11:14 main:574] : INFO : Epoch 624 | loss: 0.0314812 | val_loss: 0.0314872 | Time: 2322.58 ms [2020-12-21 02:11:17 main:574] : INFO : Epoch 625 | loss: 0.0314827 | val_loss: 0.0314843 | Time: 2332.85 ms [2020-12-21 02:11:19 main:574] : INFO : Epoch 626 | loss: 0.0314736 | val_loss: 0.0314811 | Time: 2317.14 ms [2020-12-21 02:11:21 main:574] : INFO : Epoch 627 | loss: 0.0314664 | val_loss: 0.0314793 | Time: 2336.09 ms [2020-12-21 02:11:24 main:574] : INFO : Epoch 628 | loss: 0.0315018 | val_loss: 0.0315043 | Time: 2365.23 ms [2020-12-21 02:11:26 main:574] : INFO : Epoch 629 | loss: 0.0314791 | val_loss: 0.0314797 | Time: 2325.07 ms [2020-12-21 02:11:28 main:574] : INFO : Epoch 630 | loss: 0.0314687 | val_loss: 0.0314835 | Time: 2404.65 ms [2020-12-21 02:11:31 main:574] : INFO : Epoch 631 | loss: 0.0314709 | val_loss: 0.0314768 | Time: 2421.58 ms [2020-12-21 02:11:33 main:574] : INFO : Epoch 632 | loss: 0.031466 | val_loss: 0.0314852 | Time: 2372.44 ms [2020-12-21 02:11:36 main:574] : INFO : Epoch 633 | loss: 0.0314885 | val_loss: 0.0315058 | Time: 2305.57 ms [2020-12-21 02:11:38 main:574] : INFO : Epoch 634 | loss: 0.0314762 | val_loss: 0.0314936 | Time: 2338.54 ms [2020-12-21 02:11:40 main:574] : INFO : Epoch 635 | loss: 0.0314713 | val_loss: 0.031479 | Time: 2361.94 ms [2020-12-21 02:11:43 main:574] : INFO : Epoch 636 | loss: 0.0314698 | val_loss: 0.0314805 | Time: 2392.1 ms [2020-12-21 02:11:45 main:574] : INFO : Epoch 637 | loss: 0.0314661 | val_loss: 0.0314784 | Time: 2424.26 ms [2020-12-21 02:11:48 main:574] : INFO : Epoch 638 | loss: 0.0315307 | val_loss: 0.0315153 | Time: 2448.05 ms [2020-12-21 02:11:50 main:574] : INFO : Epoch 639 | loss: 0.0315156 | val_loss: 0.0315313 | Time: 2430.7 ms [2020-12-21 02:11:53 main:574] : INFO : Epoch 640 | loss: 0.0315048 | val_loss: 0.031502 | Time: 2379.92 ms [2020-12-21 02:11:55 main:574] : INFO : Epoch 641 | loss: 0.0314777 | val_loss: 0.0314824 | Time: 2343.44 ms [2020-12-21 02:11:57 main:574] : INFO : Epoch 642 | loss: 0.0314759 | val_loss: 0.0314826 | Time: 2372.55 ms [2020-12-21 02:12:00 main:574] : INFO : Epoch 643 | loss: 0.0314695 | val_loss: 0.03148 | Time: 2355.33 ms [2020-12-21 02:12:02 main:574] : INFO : Epoch 644 | loss: 0.0314657 | val_loss: 0.0314792 | Time: 2436.46 ms [2020-12-21 02:12:05 main:574] : INFO : Epoch 645 | loss: 0.0314742 | val_loss: 0.031485 | Time: 2388.42 ms [2020-12-21 02:12:07 main:574] : INFO : Epoch 646 | loss: 0.0314678 | val_loss: 0.0314749 | Time: 2355.31 ms [2020-12-21 02:12:09 main:574] : INFO : Epoch 647 | loss: 0.0314727 | val_loss: 0.0315088 | Time: 2296.31 ms [2020-12-21 02:12:12 main:574] : INFO : Epoch 648 | loss: 0.0314883 | val_loss: 0.0314889 | Time: 2365.84 ms [2020-12-21 02:12:14 main:574] : INFO : Epoch 649 | loss: 0.0314742 | val_loss: 0.0314823 | Time: 2405.52 ms [2020-12-21 02:12:17 main:574] : INFO : Epoch 650 | loss: 0.0314703 | val_loss: 0.031495 | Time: 2406.18 ms [2020-12-21 02:12:19 main:574] : INFO : Epoch 651 | loss: 0.0314895 | val_loss: 0.0315132 | Time: 2467.22 ms [2020-12-21 02:12:22 main:574] : INFO : Epoch 652 | loss: 0.0314768 | val_loss: 0.0314886 | Time: 2417.34 ms [2020-12-21 02:12:24 main:574] : INFO : Epoch 653 | loss: 0.0314693 | val_loss: 0.0314793 | Time: 2555.76 ms [2020-12-21 02:12:27 main:574] : INFO : Epoch 654 | loss: 0.0314684 | val_loss: 0.0314866 | Time: 2433.26 ms [2020-12-21 02:12:29 main:574] : INFO : Epoch 655 | loss: 0.0315076 | val_loss: 0.0314976 | Time: 2440.85 ms [2020-12-21 02:12:32 main:574] : INFO : Epoch 656 | loss: 0.0314857 | val_loss: 0.0314807 | Time: 2420.34 ms [2020-12-21 02:12:34 main:574] : INFO : Epoch 657 | loss: 0.0314666 | val_loss: 0.0314803 | Time: 2390.96 ms [2020-12-21 02:12:37 main:574] : INFO : Epoch 658 | loss: 0.0314656 | val_loss: 0.0314789 | Time: 2468.29 ms [2020-12-21 02:12:39 main:574] : INFO : Epoch 659 | loss: 0.0314709 | val_loss: 0.0314903 | Time: 2421.94 ms [2020-12-21 02:12:41 main:574] : INFO : Epoch 660 | loss: 0.0314925 | val_loss: 0.0314861 | Time: 2391.44 ms [2020-12-21 02:12:44 main:574] : INFO : Epoch 661 | loss: 0.0314753 | val_loss: 0.0314852 | Time: 2494.15 ms [2020-12-21 02:12:47 main:574] : INFO : Epoch 662 | loss: 0.0314809 | val_loss: 0.0315097 | Time: 2530.63 ms [2020-12-21 02:12:49 main:574] : INFO : Epoch 663 | loss: 0.0314789 | val_loss: 0.0314826 | Time: 2400.91 ms [2020-12-21 02:12:51 main:574] : INFO : Epoch 664 | loss: 0.0314739 | val_loss: 0.031509 | Time: 2404.24 ms [2020-12-21 02:12:54 main:574] : INFO : Epoch 665 | loss: 0.0314879 | val_loss: 0.0314931 | Time: 2468.28 ms [2020-12-21 02:12:56 main:574] : INFO : Epoch 666 | loss: 0.0315632 | val_loss: 0.0315623 | Time: 2608.73 ms [2020-12-21 02:12:59 main:574] : INFO : Epoch 667 | loss: 0.0315759 | val_loss: 0.0315139 | Time: 2482.42 ms [2020-12-21 02:13:02 main:574] : INFO : Epoch 668 | loss: 0.0314892 | val_loss: 0.0314853 | Time: 2494.93 ms [2020-12-21 02:13:04 main:574] : INFO : Epoch 669 | loss: 0.0314743 | val_loss: 0.0314767 | Time: 2553.89 ms [2020-12-21 02:13:07 main:574] : INFO : Epoch 670 | loss: 0.0315606 | val_loss: 0.0315406 | Time: 2379.57 ms [2020-12-21 02:13:09 main:574] : INFO : Epoch 671 | loss: 0.0315624 | val_loss: 0.0315114 | Time: 2458.13 ms [2020-12-21 02:13:11 main:574] : INFO : Epoch 672 | loss: 0.0314802 | val_loss: 0.0314802 | Time: 2435.12 ms [2020-12-21 02:13:14 main:574] : INFO : Epoch 673 | loss: 0.0314683 | val_loss: 0.0314805 | Time: 2412.75 ms [2020-12-21 02:13:16 main:574] : INFO : Epoch 674 | loss: 0.0314642 | val_loss: 0.0314739 | Time: 2376.28 ms [2020-12-21 02:13:19 main:574] : INFO : Epoch 675 | loss: 0.0341609 | val_loss: 0.0338 | Time: 2418.95 ms [2020-12-21 02:13:21 main:574] : INFO : Epoch 676 | loss: 0.0325461 | val_loss: 0.0318753 | Time: 2365.23 ms [2020-12-21 02:13:24 main:574] : INFO : Epoch 677 | loss: 0.0316645 | val_loss: 0.0315752 | Time: 2480.24 ms [2020-12-21 02:13:26 main:574] : INFO : Epoch 678 | loss: 0.0315284 | val_loss: 0.0315422 | Time: 2423.42 ms [2020-12-21 02:13:29 main:574] : INFO : Epoch 679 | loss: 0.0314824 | val_loss: 0.031483 | Time: 2488.25 ms [2020-12-21 02:13:31 main:574] : INFO : Epoch 680 | loss: 0.0314708 | val_loss: 0.0314796 | Time: 2466.25 ms [2020-12-21 02:13:34 main:574] : INFO : Epoch 681 | loss: 0.0314681 | val_loss: 0.0314782 | Time: 2419.69 ms [2020-12-21 02:13:36 main:574] : INFO : Epoch 682 | loss: 0.0314706 | val_loss: 0.0314733 | Time: 2396.56 ms [2020-12-21 02:13:38 main:574] : INFO : Epoch 683 | loss: 0.0314647 | val_loss: 0.0314715 | Time: 2364.96 ms [2020-12-21 02:13:41 main:574] : INFO : Epoch 684 | loss: 0.0314679 | val_loss: 0.0314779 | Time: 2407.17 ms [2020-12-21 02:13:43 main:574] : INFO : Epoch 685 | loss: 0.0314662 | val_loss: 0.0314858 | Time: 2429.83 ms [2020-12-21 02:13:46 main:574] : INFO : Epoch 686 | loss: 0.0314752 | val_loss: 0.0314739 | Time: 2422.62 ms [2020-12-21 02:13:48 main:574] : INFO : Epoch 687 | loss: 0.0314617 | val_loss: 0.0314706 | Time: 2533.34 ms [2020-12-21 02:13:51 main:574] : INFO : Epoch 688 | loss: 0.0314613 | val_loss: 0.0314691 | Time: 2473.13 ms [2020-12-21 02:13:53 main:574] : INFO : Epoch 689 | loss: 0.0314628 | val_loss: 0.031468 | Time: 2424.99 ms [2020-12-21 02:13:56 main:574] : INFO : Epoch 690 | loss: 0.0314616 | val_loss: 0.0314838 | Time: 2347.64 ms [2020-12-21 02:13:58 main:574] : INFO : Epoch 691 | loss: 0.0314618 | val_loss: 0.0314728 | Time: 2480.23 ms [2020-12-21 02:14:01 main:574] : INFO : Epoch 692 | loss: 0.0314567 | val_loss: 0.0314806 | Time: 2413.41 ms [2020-12-21 02:14:03 main:574] : INFO : Epoch 693 | loss: 0.0314639 | val_loss: 0.0314748 | Time: 2394.45 ms [2020-12-21 02:14:05 main:574] : INFO : Epoch 694 | loss: 0.0314805 | val_loss: 0.0316031 | Time: 2348.64 ms [2020-12-21 02:14:08 main:574] : INFO : Epoch 695 | loss: 0.0315184 | val_loss: 0.031503 | Time: 2418.91 ms [2020-12-21 02:14:10 main:574] : INFO : Epoch 696 | loss: 0.03147 | val_loss: 0.031487 | Time: 2435.05 ms [2020-12-21 02:14:13 main:574] : INFO : Epoch 697 | loss: 0.0314655 | val_loss: 0.0314788 | Time: 2503.17 ms [2020-12-21 02:14:15 main:574] : INFO : Epoch 698 | loss: 0.0314579 | val_loss: 0.0314731 | Time: 2443.76 ms [2020-12-21 02:14:18 main:574] : INFO : Epoch 699 | loss: 0.0314741 | val_loss: 0.0315194 | Time: 2403.24 ms [2020-12-21 02:14:20 main:574] : INFO : Epoch 700 | loss: 0.0314831 | val_loss: 0.031484 | Time: 2440.87 ms [2020-12-21 02:14:23 main:574] : INFO : Epoch 701 | loss: 0.0314693 | val_loss: 0.0314921 | Time: 2414.9 ms [2020-12-21 02:14:25 main:574] : INFO : Epoch 702 | loss: 0.0314641 | val_loss: 0.0314689 | Time: 2424.92 ms [2020-12-21 02:14:28 main:574] : INFO : Epoch 703 | loss: 0.0314671 | val_loss: 0.0314846 | Time: 2434.12 ms [2020-12-21 02:14:30 main:574] : INFO : Epoch 704 | loss: 0.0314776 | val_loss: 0.0314789 | Time: 2437.72 ms [2020-12-21 02:14:33 main:574] : INFO : Epoch 705 | loss: 0.0314609 | val_loss: 0.0314733 | Time: 2468.38 ms [2020-12-21 02:14:35 main:574] : INFO : Epoch 706 | loss: 0.0314595 | val_loss: 0.0314728 | Time: 2409.81 ms [2020-12-21 02:14:37 main:574] : INFO : Epoch 707 | loss: 0.0314624 | val_loss: 0.0314832 | Time: 2437.91 ms [2020-12-21 02:14:40 main:574] : INFO : Epoch 708 | loss: 0.0315191 | val_loss: 0.0315305 | Time: 2408.68 ms [2020-12-21 02:14:42 main:574] : INFO : Epoch 709 | loss: 0.031476 | val_loss: 0.0314822 | Time: 2374.64 ms [2020-12-21 02:14:45 main:574] : INFO : Epoch 710 | loss: 0.0314732 | val_loss: 0.0314847 | Time: 2400.24 ms [2020-12-21 02:14:47 main:574] : INFO : Epoch 711 | loss: 0.0314624 | val_loss: 0.0314783 | Time: 2389.83 ms [2020-12-21 02:14:50 main:574] : INFO : Epoch 712 | loss: 0.0314604 | val_loss: 0.0314722 | Time: 2335.57 ms [2020-12-21 02:14:52 main:574] : INFO : Epoch 713 | loss: 0.0314597 | val_loss: 0.0314776 | Time: 2388.5 ms [2020-12-21 02:14:54 main:574] : INFO : Epoch 714 | loss: 0.0314619 | val_loss: 0.0314797 | Time: 2427.07 ms [2020-12-21 02:14:57 main:574] : INFO : Epoch 715 | loss: 0.0314664 | val_loss: 0.0314878 | Time: 2422.82 ms [2020-12-21 02:14:59 main:574] : INFO : Epoch 716 | loss: 0.0314879 | val_loss: 0.0314695 | Time: 2515.3 ms [2020-12-21 02:15:02 main:574] : INFO : Epoch 717 | loss: 0.0314651 | val_loss: 0.0314756 | Time: 2307.58 ms [2020-12-21 02:15:04 main:574] : INFO : Epoch 718 | loss: 0.0314641 | val_loss: 0.0314882 | Time: 2333.01 ms [2020-12-21 02:15:06 main:574] : INFO : Epoch 719 | loss: 0.0314665 | val_loss: 0.0314729 | Time: 2353.68 ms [2020-12-21 02:15:09 main:574] : INFO : Epoch 720 | loss: 0.0314637 | val_loss: 0.0315138 | Time: 2353.11 ms [2020-12-21 02:15:11 main:574] : INFO : Epoch 721 | loss: 0.0314949 | val_loss: 0.0314793 | Time: 2506.69 ms [2020-12-21 02:15:14 main:574] : INFO : Epoch 722 | loss: 0.0314674 | val_loss: 0.0314773 | Time: 2419.19 ms [2020-12-21 02:15:16 main:574] : INFO : Epoch 723 | loss: 0.0314616 | val_loss: 0.0314711 | Time: 2383.47 ms [2020-12-21 02:15:19 main:574] : INFO : Epoch 724 | loss: 0.0314608 | val_loss: 0.0314718 | Time: 2287.22 ms [2020-12-21 02:15:21 main:574] : INFO : Epoch 725 | loss: 0.031461 | val_loss: 0.0314876 | Time: 2344.12 ms [2020-12-21 02:15:23 main:574] : INFO : Epoch 726 | loss: 0.0314965 | val_loss: 0.0314874 | Time: 2380.94 ms [2020-12-21 02:15:26 main:574] : INFO : Epoch 727 | loss: 0.0314679 | val_loss: 0.0314879 | Time: 2382.23 ms [2020-12-21 02:15:28 main:574] : INFO : Epoch 728 | loss: 0.0314604 | val_loss: 0.0314702 | Time: 2343.62 ms [2020-12-21 02:15:31 main:574] : INFO : Epoch 729 | loss: 0.0314576 | val_loss: 0.0314778 | Time: 2401.07 ms [2020-12-21 02:15:33 main:574] : INFO : Epoch 730 | loss: 0.0314791 | val_loss: 0.0314944 | Time: 2469.77 ms [2020-12-21 02:15:35 main:574] : INFO : Epoch 731 | loss: 0.0314642 | val_loss: 0.0314752 | Time: 2405.06 ms [2020-12-21 02:15:38 main:574] : INFO : Epoch 732 | loss: 0.0314835 | val_loss: 0.0315373 | Time: 2361.89 ms [2020-12-21 02:15:40 main:574] : INFO : Epoch 733 | loss: 0.0314793 | val_loss: 0.0314725 | Time: 2324.43 ms [2020-12-21 02:15:43 main:574] : INFO : Epoch 734 | loss: 0.0314628 | val_loss: 0.0314739 | Time: 2307.73 ms [2020-12-21 02:15:45 main:574] : INFO : Epoch 735 | loss: 0.0314615 | val_loss: 0.0314712 | Time: 2448.84 ms [2020-12-21 02:15:47 main:574] : INFO : Epoch 736 | loss: 0.031473 | val_loss: 0.0315357 | Time: 2393.46 ms [2020-12-21 02:15:50 main:574] : INFO : Epoch 737 | loss: 0.0314968 | val_loss: 0.0314892 | Time: 2313.8 ms [2020-12-21 02:15:52 main:574] : INFO : Epoch 738 | loss: 0.0314673 | val_loss: 0.0314801 | Time: 2306.98 ms [2020-12-21 02:15:54 main:574] : INFO : Epoch 739 | loss: 0.0314622 | val_loss: 0.0314694 | Time: 2289.8 ms [2020-12-21 02:15:57 main:574] : INFO : Epoch 740 | loss: 0.031458 | val_loss: 0.0314695 | Time: 2292.41 ms [2020-12-21 02:15:59 main:574] : INFO : Epoch 741 | loss: 0.0314989 | val_loss: 0.0316092 | Time: 2315.68 ms [2020-12-21 02:16:02 main:574] : INFO : Epoch 742 | loss: 0.031504 | val_loss: 0.0314951 | Time: 2370.83 ms [2020-12-21 02:16:04 main:574] : INFO : Epoch 743 | loss: 0.0314686 | val_loss: 0.0314775 | Time: 2366.59 ms [2020-12-21 02:16:06 main:574] : INFO : Epoch 744 | loss: 0.0314608 | val_loss: 0.0314725 | Time: 2368.41 ms [2020-12-21 02:16:09 main:574] : INFO : Epoch 745 | loss: 0.0314649 | val_loss: 0.0314733 | Time: 2433.89 ms [2020-12-21 02:16:11 main:574] : INFO : Epoch 746 | loss: 0.0314595 | val_loss: 0.0314759 | Time: 2363.38 ms [2020-12-21 02:16:14 main:574] : INFO : Epoch 747 | loss: 0.0314628 | val_loss: 0.0314768 | Time: 2337.41 ms [2020-12-21 02:16:16 main:574] : INFO : Epoch 748 | loss: 0.0315137 | val_loss: 0.0315764 | Time: 2398.63 ms [2020-12-21 02:16:18 main:574] : INFO : Epoch 749 | loss: 0.0314857 | val_loss: 0.0314829 | Time: 2417.61 ms [2020-12-21 02:16:21 main:574] : INFO : Epoch 750 | loss: 0.0314602 | val_loss: 0.0314711 | Time: 2337.6 ms [2020-12-21 02:16:23 main:574] : INFO : Epoch 751 | loss: 0.031462 | val_loss: 0.031483 | Time: 2462.36 ms [2020-12-21 02:16:26 main:574] : INFO : Epoch 752 | loss: 0.0314681 | val_loss: 0.0314808 | Time: 2391.84 ms [2020-12-21 02:16:28 main:574] : INFO : Epoch 753 | loss: 0.0314679 | val_loss: 0.0314791 | Time: 2437.27 ms [2020-12-21 02:16:31 main:574] : INFO : Epoch 754 | loss: 0.0314655 | val_loss: 0.0314697 | Time: 2391.3 ms [2020-12-21 02:16:33 main:574] : INFO : Epoch 755 | loss: 0.0314593 | val_loss: 0.0314778 | Time: 2474.59 ms [2020-12-21 02:16:35 main:574] : INFO : Epoch 756 | loss: 0.0314694 | val_loss: 0.0314986 | Time: 2368.8 ms [2020-12-21 02:16:38 main:574] : INFO : Epoch 757 | loss: 0.0314697 | val_loss: 0.0314839 | Time: 2474.36 ms [2020-12-21 02:16:40 main:574] : INFO : Epoch 758 | loss: 0.031463 | val_loss: 0.0314705 | Time: 2446.73 ms [2020-12-21 02:16:43 main:574] : INFO : Epoch 759 | loss: 0.0314657 | val_loss: 0.0314799 | Time: 2447.57 ms [2020-12-21 02:16:45 main:574] : INFO : Epoch 760 | loss: 0.0314776 | val_loss: 0.0314724 | Time: 2551.25 ms [2020-12-21 02:16:48 main:574] : INFO : Epoch 761 | loss: 0.0314627 | val_loss: 0.0314722 | Time: 2581.75 ms [2020-12-21 02:16:51 main:574] : INFO : Epoch 762 | loss: 0.0314738 | val_loss: 0.0314848 | Time: 2554.71 ms [2020-12-21 02:16:53 main:574] : INFO : Epoch 763 | loss: 0.0314778 | val_loss: 0.0314801 | Time: 2505.54 ms [2020-12-21 02:16:56 main:574] : INFO : Epoch 764 | loss: 0.0315104 | val_loss: 0.0315148 | Time: 2625.47 ms [2020-12-21 02:16:58 main:574] : INFO : Epoch 765 | loss: 0.0314882 | val_loss: 0.0314731 | Time: 2521.6 ms [2020-12-21 02:17:01 main:574] : INFO : Epoch 766 | loss: 0.03147 | val_loss: 0.0314764 | Time: 2570.18 ms [2020-12-21 02:17:03 main:574] : INFO : Epoch 767 | loss: 0.0314668 | val_loss: 0.0315131 | Time: 2462.47 ms [2020-12-21 02:17:06 main:574] : INFO : Epoch 768 | loss: 0.0314829 | val_loss: 0.0314743 | Time: 2491.66 ms [2020-12-21 02:17:09 main:574] : INFO : Epoch 769 | loss: 0.0314589 | val_loss: 0.0314758 | Time: 2508.55 ms [2020-12-21 02:17:11 main:574] : INFO : Epoch 770 | loss: 0.0314583 | val_loss: 0.0314702 | Time: 2480.35 ms [2020-12-21 02:17:14 main:574] : INFO : Epoch 771 | loss: 0.0314607 | val_loss: 0.0314745 | Time: 2528.49 ms [2020-12-21 02:17:16 main:574] : INFO : Epoch 772 | loss: 0.0314653 | val_loss: 0.0315342 | Time: 2572.44 ms [2020-12-21 02:17:19 main:574] : INFO : Epoch 773 | loss: 0.0315128 | val_loss: 0.0314952 | Time: 2492.79 ms [2020-12-21 02:17:21 main:574] : INFO : Epoch 774 | loss: 0.0314695 | val_loss: 0.0314725 | Time: 2541.61 ms [2020-12-21 02:17:24 main:574] : INFO : Epoch 775 | loss: 0.0314587 | val_loss: 0.0314748 | Time: 2444.38 ms [2020-12-21 02:17:26 main:574] : INFO : Epoch 776 | loss: 0.0314593 | val_loss: 0.0314707 | Time: 2389.14 ms [2020-12-21 02:17:29 main:574] : INFO : Epoch 777 | loss: 0.0314569 | val_loss: 0.0314739 | Time: 2453.98 ms [2020-12-21 02:17:31 main:574] : INFO : Epoch 778 | loss: 0.0314611 | val_loss: 0.0314923 | Time: 2521.36 ms [2020-12-21 02:17:34 main:574] : INFO : Epoch 779 | loss: 0.0314892 | val_loss: 0.0314929 | Time: 2609.1 ms [2020-12-21 02:17:36 main:574] : INFO : Epoch 780 | loss: 0.0314635 | val_loss: 0.0314773 | Time: 2589.31 ms [2020-12-21 02:17:39 main:574] : INFO : Epoch 781 | loss: 0.0314608 | val_loss: 0.0314884 | Time: 2610.16 ms [2020-12-21 02:17:42 main:574] : INFO : Epoch 782 | loss: 0.0315209 | val_loss: 0.031494 | Time: 2632.37 ms [2020-12-21 02:17:44 main:574] : INFO : Epoch 783 | loss: 0.0314728 | val_loss: 0.0314743 | Time: 2657.87 ms [2020-12-21 02:17:47 main:574] : INFO : Epoch 784 | loss: 0.0314655 | val_loss: 0.031472 | Time: 2492.7 ms [2020-12-21 02:17:50 main:574] : INFO : Epoch 785 | loss: 0.0314621 | val_loss: 0.0314703 | Time: 2622.82 ms [2020-12-21 02:17:52 main:574] : INFO : Epoch 786 | loss: 0.0314585 | val_loss: 0.0314762 | Time: 2622.55 ms [2020-12-21 02:17:55 main:574] : INFO : Epoch 787 | loss: 0.0315218 | val_loss: 0.0314997 | Time: 2535.11 ms [2020-12-21 02:17:58 main:574] : INFO : Epoch 788 | loss: 0.0314935 | val_loss: 0.0315036 | Time: 2605.34 ms [2020-12-21 02:18:00 main:574] : INFO : Epoch 789 | loss: 0.0314878 | val_loss: 0.0314891 | Time: 2648.73 ms [2020-12-21 02:18:03 main:574] : INFO : Epoch 790 | loss: 0.0314671 | val_loss: 0.0314819 | Time: 2472.72 ms [2020-12-21 02:18:05 main:574] : INFO : Epoch 791 | loss: 0.0314672 | val_loss: 0.0314775 | Time: 2526.51 ms [2020-12-21 02:18:08 main:574] : INFO : Epoch 792 | loss: 0.031462 | val_loss: 0.031473 | Time: 2521.49 ms [2020-12-21 02:18:11 main:574] : INFO : Epoch 793 | loss: 0.0314663 | val_loss: 0.0315018 | Time: 2683.81 ms [2020-12-21 02:18:13 main:574] : INFO : Epoch 794 | loss: 0.0314846 | val_loss: 0.0314815 | Time: 2454.33 ms [2020-12-21 02:18:16 main:574] : INFO : Epoch 795 | loss: 0.0314639 | val_loss: 0.0314786 | Time: 2571.71 ms [2020-12-21 02:18:18 main:574] : INFO : Epoch 796 | loss: 0.0314668 | val_loss: 0.0314849 | Time: 2570.16 ms [2020-12-21 02:18:21 main:574] : INFO : Epoch 797 | loss: 0.0314613 | val_loss: 0.0314699 | Time: 2543.34 ms [2020-12-21 02:18:23 main:574] : INFO : Epoch 798 | loss: 0.031477 | val_loss: 0.0315365 | Time: 2500.38 ms [2020-12-21 02:18:26 main:574] : INFO : Epoch 799 | loss: 0.0314851 | val_loss: 0.0314826 | Time: 2544.51 ms [2020-12-21 02:18:28 main:574] : INFO : Epoch 800 | loss: 0.0314651 | val_loss: 0.0314717 | Time: 2552.59 ms [2020-12-21 02:18:31 main:574] : INFO : Epoch 801 | loss: 0.0314558 | val_loss: 0.0314694 | Time: 2631.35 ms [2020-12-21 02:18:34 main:574] : INFO : Epoch 802 | loss: 0.0314572 | val_loss: 0.0314701 | Time: 2637.59 ms [2020-12-21 02:18:36 main:574] : INFO : Epoch 803 | loss: 0.0314576 | val_loss: 0.0314716 | Time: 2533.54 ms [2020-12-21 02:18:39 main:574] : INFO : Epoch 804 | loss: 0.0314765 | val_loss: 0.0314802 | Time: 2560.62 ms [2020-12-21 02:18:41 main:574] : INFO : Epoch 805 | loss: 0.0314637 | val_loss: 0.0314783 | Time: 2540.46 ms [2020-12-21 02:18:44 main:574] : INFO : Epoch 806 | loss: 0.0314839 | val_loss: 0.0315301 | Time: 2590.78 ms [2020-12-21 02:18:47 main:574] : INFO : Epoch 807 | loss: 0.0314811 | val_loss: 0.031482 | Time: 2538.31 ms [2020-12-21 02:18:49 main:574] : INFO : Epoch 808 | loss: 0.031463 | val_loss: 0.0314715 | Time: 2674.05 ms [2020-12-21 02:18:52 main:574] : INFO : Epoch 809 | loss: 0.0314606 | val_loss: 0.0314712 | Time: 2661.14 ms [2020-12-21 02:18:55 main:574] : INFO : Epoch 810 | loss: 0.0314667 | val_loss: 0.0314986 | Time: 2527.73 ms [2020-12-21 02:18:57 main:574] : INFO : Epoch 811 | loss: 0.0314894 | val_loss: 0.0314731 | Time: 2536.75 ms [2020-12-21 02:19:00 main:574] : INFO : Epoch 812 | loss: 0.0314644 | val_loss: 0.0314687 | Time: 2640.37 ms [2020-12-21 02:19:03 main:574] : INFO : Epoch 813 | loss: 0.0314662 | val_loss: 0.0315037 | Time: 2621.94 ms [2020-12-21 02:19:05 main:574] : INFO : Epoch 814 | loss: 0.0314955 | val_loss: 0.0314778 | Time: 2603.13 ms [2020-12-21 02:19:08 main:574] : INFO : Epoch 815 | loss: 0.0314679 | val_loss: 0.0314794 | Time: 2653.04 ms [2020-12-21 02:19:11 main:574] : INFO : Epoch 816 | loss: 0.0314627 | val_loss: 0.0314714 | Time: 2581.84 ms [2020-12-21 02:19:13 main:574] : INFO : Epoch 817 | loss: 0.0314571 | val_loss: 0.0314724 | Time: 2506.96 ms [2020-12-21 02:19:16 main:574] : INFO : Epoch 818 | loss: 0.0314959 | val_loss: 0.0315184 | Time: 2564.71 ms [2020-12-21 02:19:18 main:574] : INFO : Epoch 819 | loss: 0.0314796 | val_loss: 0.0314782 | Time: 2578.85 ms [2020-12-21 02:19:21 main:574] : INFO : Epoch 820 | loss: 0.0314641 | val_loss: 0.0314819 | Time: 2647.68 ms [2020-12-21 02:19:24 main:574] : INFO : Epoch 821 | loss: 0.0314598 | val_loss: 0.0314712 | Time: 2658.2 ms [2020-12-21 02:19:26 main:574] : INFO : Epoch 822 | loss: 0.031458 | val_loss: 0.0314687 | Time: 2698.93 ms [2020-12-21 02:19:29 main:574] : INFO : Epoch 823 | loss: 0.0314789 | val_loss: 0.0315567 | Time: 2671.38 ms [2020-12-21 02:19:32 main:574] : INFO : Epoch 824 | loss: 0.0314855 | val_loss: 0.0314854 | Time: 2689.78 ms [2020-12-21 02:19:34 main:574] : INFO : Epoch 825 | loss: 0.031462 | val_loss: 0.0314729 | Time: 2579.88 ms [2020-12-21 02:19:37 main:574] : INFO : Epoch 826 | loss: 0.0314602 | val_loss: 0.0314776 | Time: 2626.19 ms [2020-12-21 02:19:40 main:574] : INFO : Epoch 827 | loss: 0.0314609 | val_loss: 0.0314787 | Time: 2702.17 ms [2020-12-21 02:19:43 main:574] : INFO : Epoch 828 | loss: 0.0314834 | val_loss: 0.031488 | Time: 2665.99 ms [2020-12-21 02:19:45 main:574] : INFO : Epoch 829 | loss: 0.031467 | val_loss: 0.0314712 | Time: 2714.36 ms [2020-12-21 02:19:48 main:574] : INFO : Epoch 830 | loss: 0.0314676 | val_loss: 0.0314915 | Time: 2646.01 ms [2020-12-21 02:19:51 main:574] : INFO : Epoch 831 | loss: 0.031474 | val_loss: 0.0314915 | Time: 2763.1 ms [2020-12-21 02:19:53 main:574] : INFO : Epoch 832 | loss: 0.0314663 | val_loss: 0.0314773 | Time: 2629.3 ms [2020-12-21 02:19:56 main:574] : INFO : Epoch 833 | loss: 0.0314629 | val_loss: 0.0314683 | Time: 2684.22 ms [2020-12-21 02:19:59 main:574] : INFO : Epoch 834 | loss: 0.0314577 | val_loss: 0.0314865 | Time: 2742.21 ms [2020-12-21 02:20:02 main:574] : INFO : Epoch 835 | loss: 0.031538 | val_loss: 0.0315058 | Time: 2738.99 ms [2020-12-21 02:20:04 main:574] : INFO : Epoch 836 | loss: 0.0315077 | val_loss: 0.0315197 | Time: 2695.42 ms [2020-12-21 02:20:07 main:574] : INFO : Epoch 837 | loss: 0.0315174 | val_loss: 0.0315126 | Time: 2707.56 ms [2020-12-21 02:20:10 main:574] : INFO : Epoch 838 | loss: 0.0334827 | val_loss: 0.0356984 | Time: 2645.35 ms [2020-12-21 02:20:13 main:574] : INFO : Epoch 839 | loss: 0.0331504 | val_loss: 0.032032 | Time: 2633.29 ms [2020-12-21 02:20:15 main:574] : INFO : Epoch 840 | loss: 0.0346428 | val_loss: 0.03518 | Time: 2677.28 ms [2020-12-21 02:20:18 main:574] : INFO : Epoch 841 | loss: 0.0341575 | val_loss: 0.0328831 | Time: 2766.71 ms [2020-12-21 02:20:21 main:574] : INFO : Epoch 842 | loss: 0.0323498 | val_loss: 0.0320303 | Time: 2676.08 ms [2020-12-21 02:20:23 main:574] : INFO : Epoch 843 | loss: 0.0318474 | val_loss: 0.0317222 | Time: 2688.25 ms [2020-12-21 02:20:26 main:574] : INFO : Epoch 844 | loss: 0.0317588 | val_loss: 0.0316803 | Time: 2697.59 ms [2020-12-21 02:20:29 main:574] : INFO : Epoch 845 | loss: 0.0317834 | val_loss: 0.031707 | Time: 2670.76 ms [2020-12-21 02:20:32 main:574] : INFO : Epoch 846 | loss: 0.0316833 | val_loss: 0.0316315 | Time: 2669.78 ms [2020-12-21 02:20:34 main:574] : INFO : Epoch 847 | loss: 0.0316593 | val_loss: 0.0316201 | Time: 2621.7 ms [2020-12-21 02:20:37 main:574] : INFO : Epoch 848 | loss: 0.0317337 | val_loss: 0.0317589 | Time: 2691.91 ms [2020-12-21 02:20:40 main:574] : INFO : Epoch 849 | loss: 0.0315779 | val_loss: 0.0315531 | Time: 2630.62 ms [2020-12-21 02:20:42 main:574] : INFO : Epoch 850 | loss: 0.0315408 | val_loss: 0.0315279 | Time: 2675.59 ms [2020-12-21 02:20:45 main:574] : INFO : Epoch 851 | loss: 0.031523 | val_loss: 0.0315113 | Time: 2759.13 ms [2020-12-21 02:20:48 main:574] : INFO : Epoch 852 | loss: 0.0315173 | val_loss: 0.0315118 | Time: 2534.62 ms [2020-12-21 02:20:50 main:574] : INFO : Epoch 853 | loss: 0.0315166 | val_loss: 0.0315216 | Time: 2661.08 ms [2020-12-21 02:20:53 main:574] : INFO : Epoch 854 | loss: 0.0315092 | val_loss: 0.0315064 | Time: 2699.66 ms [2020-12-21 02:20:56 main:574] : INFO : Epoch 855 | loss: 0.0315096 | val_loss: 0.0315082 | Time: 2570.69 ms [2020-12-21 02:20:58 main:574] : INFO : Epoch 856 | loss: 0.0315072 | val_loss: 0.0315043 | Time: 2558.57 ms [2020-12-21 02:21:01 main:574] : INFO : Epoch 857 | loss: 0.0315029 | val_loss: 0.0314995 | Time: 2594 ms [2020-12-21 02:21:04 main:574] : INFO : Epoch 858 | loss: 0.0315025 | val_loss: 0.0315017 | Time: 2633.45 ms [2020-12-21 02:21:06 main:574] : INFO : Epoch 859 | loss: 0.0314992 | val_loss: 0.0315028 | Time: 2663.46 ms [2020-12-21 02:21:09 main:574] : INFO : Epoch 860 | loss: 0.031498 | val_loss: 0.0314987 | Time: 2647.29 ms [2020-12-21 02:21:12 main:574] : INFO : Epoch 861 | loss: 0.0314919 | val_loss: 0.0314922 | Time: 2645.41 ms [2020-12-21 02:21:14 main:574] : INFO : Epoch 862 | loss: 0.0314958 | val_loss: 0.0314912 | Time: 2561.98 ms [2020-12-21 02:21:17 main:574] : INFO : Epoch 863 | loss: 0.0314929 | val_loss: 0.0314929 | Time: 2597.69 ms [2020-12-21 02:21:19 main:574] : INFO : Epoch 864 | loss: 0.0314934 | val_loss: 0.0314902 | Time: 2644.76 ms [2020-12-21 02:21:22 main:574] : INFO : Epoch 865 | loss: 0.0314896 | val_loss: 0.0314896 | Time: 2709.97 ms [2020-12-21 02:21:25 main:574] : INFO : Epoch 866 | loss: 0.0314911 | val_loss: 0.0315017 | Time: 2635.6 ms [2020-12-21 02:21:28 main:574] : INFO : Epoch 867 | loss: 0.0315 | val_loss: 0.0315287 | Time: 2662.62 ms [2020-12-21 02:21:30 main:574] : INFO : Epoch 868 | loss: 0.0315101 | val_loss: 0.0314901 | Time: 2724.59 ms [2020-12-21 02:21:33 main:574] : INFO : Epoch 869 | loss: 0.0314908 | val_loss: 0.0314852 | Time: 2601.9 ms [2020-12-21 02:21:36 main:574] : INFO : Epoch 870 | loss: 0.0314882 | val_loss: 0.0314863 | Time: 2675.31 ms [2020-12-21 02:21:38 main:574] : INFO : Epoch 871 | loss: 0.0314867 | val_loss: 0.0314891 | Time: 2675.2 ms [2020-12-21 02:21:41 main:574] : INFO : Epoch 872 | loss: 0.0314886 | val_loss: 0.0314827 | Time: 2698.49 ms [2020-12-21 02:21:44 main:574] : INFO : Epoch 873 | loss: 0.0314936 | val_loss: 0.0314834 | Time: 2592.67 ms [2020-12-21 02:21:46 main:574] : INFO : Epoch 874 | loss: 0.0314977 | val_loss: 0.031498 | Time: 2669.49 ms [2020-12-21 02:21:49 main:574] : INFO : Epoch 875 | loss: 0.0314908 | val_loss: 0.0314894 | Time: 2522.78 ms [2020-12-21 02:21:52 main:574] : INFO : Epoch 876 | loss: 0.0314865 | val_loss: 0.03149 | Time: 2711.64 ms [2020-12-21 02:21:54 main:574] : INFO : Epoch 877 | loss: 0.0314868 | val_loss: 0.0314937 | Time: 2607.33 ms [2020-12-21 02:21:57 main:574] : INFO : Epoch 878 | loss: 0.0314826 | val_loss: 0.0315051 | Time: 2605.66 ms [2020-12-21 02:22:00 main:574] : INFO : Epoch 879 | loss: 0.0314941 | val_loss: 0.0314789 | Time: 2632.84 ms [2020-12-21 02:22:02 main:574] : INFO : Epoch 880 | loss: 0.0314755 | val_loss: 0.0314915 | Time: 2505.52 ms [2020-12-21 02:22:05 main:574] : INFO : Epoch 881 | loss: 0.0314936 | val_loss: 0.0314859 | Time: 2702.58 ms [2020-12-21 02:22:08 main:574] : INFO : Epoch 882 | loss: 0.0314824 | val_loss: 0.0314861 | Time: 2589.14 ms [2020-12-21 02:22:10 main:574] : INFO : Epoch 883 | loss: 0.0314764 | val_loss: 0.0314786 | Time: 2668.61 ms [2020-12-21 02:22:13 main:574] : INFO : Epoch 884 | loss: 0.0314735 | val_loss: 0.0314847 | Time: 2675.05 ms [2020-12-21 02:22:16 main:574] : INFO : Epoch 885 | loss: 0.0314787 | val_loss: 0.0314766 | Time: 2628.78 ms [2020-12-21 02:22:18 main:574] : INFO : Epoch 886 | loss: 0.0314756 | val_loss: 0.0314774 | Time: 2599.39 ms [2020-12-21 02:22:21 main:574] : INFO : Epoch 887 | loss: 0.0314692 | val_loss: 0.03148 | Time: 2630.04 ms [2020-12-21 02:22:24 main:574] : INFO : Epoch 888 | loss: 0.031473 | val_loss: 0.0315115 | Time: 2612.5 ms [2020-12-21 02:22:26 main:574] : INFO : Epoch 889 | loss: 0.0314829 | val_loss: 0.0314787 | Time: 2609.36 ms [2020-12-21 02:22:29 main:574] : INFO : Epoch 890 | loss: 0.0314712 | val_loss: 0.0314874 | Time: 2660.57 ms [2020-12-21 02:22:32 main:574] : INFO : Epoch 891 | loss: 0.0314794 | val_loss: 0.0314806 | Time: 2620.62 ms [2020-12-21 02:22:34 main:574] : INFO : Epoch 892 | loss: 0.0314717 | val_loss: 0.0314784 | Time: 2608.35 ms [2020-12-21 02:22:37 main:574] : INFO : Epoch 893 | loss: 0.0314718 | val_loss: 0.0315034 | Time: 2647.88 ms [2020-12-21 02:22:40 main:574] : INFO : Epoch 894 | loss: 0.0315121 | val_loss: 0.0314964 | Time: 2746.42 ms [2020-12-21 02:22:42 main:574] : INFO : Epoch 895 | loss: 0.0314799 | val_loss: 0.0314805 | Time: 2578.05 ms [2020-12-21 02:22:45 main:574] : INFO : Epoch 896 | loss: 0.0314753 | val_loss: 0.0314817 | Time: 2659.8 ms [2020-12-21 02:22:48 main:574] : INFO : Epoch 897 | loss: 0.031471 | val_loss: 0.0314743 | Time: 2693.54 ms [2020-12-21 02:22:50 main:574] : INFO : Epoch 898 | loss: 0.0314701 | val_loss: 0.031484 | Time: 2594.31 ms [2020-12-21 02:22:53 main:574] : INFO : Epoch 899 | loss: 0.0314743 | val_loss: 0.0314721 | Time: 2665.5 ms [2020-12-21 02:22:56 main:574] : INFO : Epoch 900 | loss: 0.0314687 | val_loss: 0.0314794 | Time: 2723.68 ms [2020-12-21 02:22:58 main:574] : INFO : Epoch 901 | loss: 0.0314758 | val_loss: 0.0314967 | Time: 2630.7 ms [2020-12-21 02:23:01 main:574] : INFO : Epoch 902 | loss: 0.0314699 | val_loss: 0.0314816 | Time: 2567.19 ms [2020-12-21 02:23:04 main:574] : INFO : Epoch 903 | loss: 0.0314689 | val_loss: 0.0314763 | Time: 2744.8 ms [2020-12-21 02:23:06 main:574] : INFO : Epoch 904 | loss: 0.0314872 | val_loss: 0.0314974 | Time: 2503.5 ms [2020-12-21 02:23:09 main:574] : INFO : Epoch 905 | loss: 0.0314771 | val_loss: 0.0314847 | Time: 2606.62 ms [2020-12-21 02:23:11 main:574] : INFO : Epoch 906 | loss: 0.0314708 | val_loss: 0.0314768 | Time: 2519.6 ms [2020-12-21 02:23:14 main:574] : INFO : Epoch 907 | loss: 0.0314875 | val_loss: 0.0314786 | Time: 2584.47 ms [2020-12-21 02:23:17 main:574] : INFO : Epoch 908 | loss: 0.0314708 | val_loss: 0.0314863 | Time: 2591.86 ms [2020-12-21 02:23:19 main:574] : INFO : Epoch 909 | loss: 0.0314694 | val_loss: 0.0314819 | Time: 2634.82 ms [2020-12-21 02:23:22 main:574] : INFO : Epoch 910 | loss: 0.0314738 | val_loss: 0.0315071 | Time: 2512.93 ms [2020-12-21 02:23:25 main:574] : INFO : Epoch 911 | loss: 0.0314867 | val_loss: 0.0314811 | Time: 2597.11 ms [2020-12-21 02:23:27 main:574] : INFO : Epoch 912 | loss: 0.0314682 | val_loss: 0.0314704 | Time: 2578.96 ms [2020-12-21 02:23:30 main:574] : INFO : Epoch 913 | loss: 0.0314682 | val_loss: 0.0314763 | Time: 2462.8 ms [2020-12-21 02:23:32 main:574] : INFO : Epoch 914 | loss: 0.0314885 | val_loss: 0.03149 | Time: 2560.48 ms [2020-12-21 02:23:35 main:574] : INFO : Epoch 915 | loss: 0.0314717 | val_loss: 0.0314813 | Time: 2565.08 ms [2020-12-21 02:23:37 main:574] : INFO : Epoch 916 | loss: 0.0314713 | val_loss: 0.0314982 | Time: 2488.93 ms [2020-12-21 02:23:40 main:574] : INFO : Epoch 917 | loss: 0.0314893 | val_loss: 0.0314843 | Time: 2469.02 ms [2020-12-21 02:23:42 main:574] : INFO : Epoch 918 | loss: 0.0314698 | val_loss: 0.0314863 | Time: 2398.38 ms [2020-12-21 02:23:45 main:574] : INFO : Epoch 919 | loss: 0.0314681 | val_loss: 0.0314786 | Time: 2638.45 ms [2020-12-21 02:23:47 main:574] : INFO : Epoch 920 | loss: 0.0314637 | val_loss: 0.0314854 | Time: 2413.6 ms [2020-12-21 02:23:50 main:574] : INFO : Epoch 921 | loss: 0.031479 | val_loss: 0.0315286 | Time: 2436.84 ms [2020-12-21 02:23:53 main:574] : INFO : Epoch 922 | loss: 0.0314906 | val_loss: 0.031493 | Time: 2508.5 ms [2020-12-21 02:23:55 main:574] : INFO : Epoch 923 | loss: 0.0314734 | val_loss: 0.0314794 | Time: 2453.11 ms [2020-12-21 02:23:58 main:574] : INFO : Epoch 924 | loss: 0.0314648 | val_loss: 0.0314858 | Time: 2485.89 ms [2020-12-21 02:24:00 main:574] : INFO : Epoch 925 | loss: 0.0314713 | val_loss: 0.0314791 | Time: 2562.74 ms [2020-12-21 02:24:03 main:574] : INFO : Epoch 926 | loss: 0.0315102 | val_loss: 0.031487 | Time: 2558.22 ms [2020-12-21 02:24:05 main:574] : INFO : Epoch 927 | loss: 0.0314887 | val_loss: 0.0314825 | Time: 2436.35 ms [2020-12-21 02:24:08 main:574] : INFO : Epoch 928 | loss: 0.0314703 | val_loss: 0.0314829 | Time: 2532.45 ms [2020-12-21 02:24:10 main:574] : INFO : Epoch 929 | loss: 0.0314851 | val_loss: 0.0314919 | Time: 2474.38 ms [2020-12-21 02:24:13 main:574] : INFO : Epoch 930 | loss: 0.0314711 | val_loss: 0.0314823 | Time: 2471.6 ms [2020-12-21 02:24:15 main:574] : INFO : Epoch 931 | loss: 0.0314695 | val_loss: 0.0314819 | Time: 2475.4 ms [2020-12-21 02:24:18 main:574] : INFO : Epoch 932 | loss: 0.0314659 | val_loss: 0.0314766 | Time: 2466.81 ms [2020-12-21 02:24:20 main:574] : INFO : Epoch 933 | loss: 0.0314654 | val_loss: 0.0314764 | Time: 2445.65 ms [2020-12-21 02:24:23 main:574] : INFO : Epoch 934 | loss: 0.0314697 | val_loss: 0.0314926 | Time: 2394.58 ms [2020-12-21 02:24:25 main:574] : INFO : Epoch 935 | loss: 0.031501 | val_loss: 0.0314959 | Time: 2459.54 ms [2020-12-21 02:24:28 main:574] : INFO : Epoch 936 | loss: 0.0314724 | val_loss: 0.0314781 | Time: 2543.48 ms [2020-12-21 02:24:30 main:574] : INFO : Epoch 937 | loss: 0.0314689 | val_loss: 0.031478 | Time: 2396.23 ms [2020-12-21 02:24:33 main:574] : INFO : Epoch 938 | loss: 0.0314681 | val_loss: 0.0314787 | Time: 2471.72 ms [2020-12-21 02:24:35 main:574] : INFO : Epoch 939 | loss: 0.0314812 | val_loss: 0.0314844 | Time: 2435.73 ms [2020-12-21 02:24:38 main:574] : INFO : Epoch 940 | loss: 0.0314683 | val_loss: 0.0314763 | Time: 2550.58 ms [2020-12-21 02:24:40 main:574] : INFO : Epoch 941 | loss: 0.0314664 | val_loss: 0.0314691 | Time: 2595.31 ms [2020-12-21 02:24:43 main:574] : INFO : Epoch 942 | loss: 0.0314659 | val_loss: 0.0315004 | Time: 2480.79 ms [2020-12-21 02:24:45 main:574] : INFO : Epoch 943 | loss: 0.0314957 | val_loss: 0.031489 | Time: 2497.74 ms [2020-12-21 02:24:48 main:574] : INFO : Epoch 944 | loss: 0.0314751 | val_loss: 0.0314803 | Time: 2680.97 ms [2020-12-21 02:24:51 main:574] : INFO : Epoch 945 | loss: 0.0314645 | val_loss: 0.031472 | Time: 2490.05 ms [2020-12-21 02:24:53 main:574] : INFO : Epoch 946 | loss: 0.0314648 | val_loss: 0.0314723 | Time: 2428.63 ms [2020-12-21 02:24:56 main:574] : INFO : Epoch 947 | loss: 0.0314663 | val_loss: 0.0314803 | Time: 2639.79 ms [2020-12-21 02:24:58 main:574] : INFO : Epoch 948 | loss: 0.0314801 | val_loss: 0.0314808 | Time: 2513.45 ms [2020-12-21 02:25:01 main:574] : INFO : Epoch 949 | loss: 0.0314714 | val_loss: 0.0314755 | Time: 2525.81 ms [2020-12-21 02:25:03 main:574] : INFO : Epoch 950 | loss: 0.0314665 | val_loss: 0.0314744 | Time: 2590.45 ms [2020-12-21 02:25:06 main:574] : INFO : Epoch 951 | loss: 0.0314935 | val_loss: 0.0315518 | Time: 2484.9 ms [2020-12-21 02:25:08 main:574] : INFO : Epoch 952 | loss: 0.0314887 | val_loss: 0.0314815 | Time: 2601.7 ms [2020-12-21 02:25:11 main:574] : INFO : Epoch 953 | loss: 0.0314765 | val_loss: 0.0314846 | Time: 2539.03 ms [2020-12-21 02:25:14 main:574] : INFO : Epoch 954 | loss: 0.031483 | val_loss: 0.0314842 | Time: 2472.65 ms [2020-12-21 02:25:16 main:574] : INFO : Epoch 955 | loss: 0.0314687 | val_loss: 0.0314755 | Time: 2488.6 ms [2020-12-21 02:25:19 main:574] : INFO : Epoch 956 | loss: 0.0314665 | val_loss: 0.031476 | Time: 2555.27 ms [2020-12-21 02:25:21 main:574] : INFO : Epoch 957 | loss: 0.0314675 | val_loss: 0.0314715 | Time: 2484.26 ms [2020-12-21 02:25:24 main:574] : INFO : Epoch 958 | loss: 0.0314684 | val_loss: 0.0315118 | Time: 2579.86 ms [2020-12-21 02:25:26 main:574] : INFO : Epoch 959 | loss: 0.0315058 | val_loss: 0.0314955 | Time: 2535.23 ms [2020-12-21 02:25:29 main:574] : INFO : Epoch 960 | loss: 0.0314759 | val_loss: 0.0314816 | Time: 2492.42 ms [2020-12-21 02:25:32 main:574] : INFO : Epoch 961 | loss: 0.0314683 | val_loss: 0.0314719 | Time: 2620.38 ms [2020-12-21 02:25:34 main:574] : INFO : Epoch 962 | loss: 0.031464 | val_loss: 0.0314856 | Time: 2549.16 ms [2020-12-21 02:25:37 main:574] : INFO : Epoch 963 | loss: 0.0314702 | val_loss: 0.0315137 | Time: 2625.91 ms [2020-12-21 02:25:39 main:574] : INFO : Epoch 964 | loss: 0.0315017 | val_loss: 0.0314833 | Time: 2515.45 ms [2020-12-21 02:25:42 main:574] : INFO : Epoch 965 | loss: 0.0314738 | val_loss: 0.0314767 | Time: 2499.25 ms [2020-12-21 02:25:44 main:574] : INFO : Epoch 966 | loss: 0.0314643 | val_loss: 0.0314727 | Time: 2533.93 ms [2020-12-21 02:25:47 main:574] : INFO : Epoch 967 | loss: 0.0314607 | val_loss: 0.0314823 | Time: 2594.43 ms [2020-12-21 02:25:50 main:574] : INFO : Epoch 968 | loss: 0.0314988 | val_loss: 0.0314922 | Time: 2555.6 ms [2020-12-21 02:25:52 main:574] : INFO : Epoch 969 | loss: 0.0314796 | val_loss: 0.0314858 | Time: 2471.98 ms [2020-12-21 02:25:55 main:574] : INFO : Epoch 970 | loss: 0.0314663 | val_loss: 0.0314797 | Time: 2511.58 ms [2020-12-21 02:25:57 main:574] : INFO : Epoch 971 | loss: 0.031461 | val_loss: 0.0314766 | Time: 2537.5 ms [2020-12-21 02:26:00 main:574] : INFO : Epoch 972 | loss: 0.0314729 | val_loss: 0.0314915 | Time: 2556.43 ms [2020-12-21 02:26:02 main:574] : INFO : Epoch 973 | loss: 0.0314768 | val_loss: 0.0314936 | Time: 2503.89 ms [2020-12-21 02:26:05 main:574] : INFO : Epoch 974 | loss: 0.0314773 | val_loss: 0.0314815 | Time: 2465.51 ms [2020-12-21 02:26:07 main:574] : INFO : Epoch 975 | loss: 0.0314644 | val_loss: 0.0314769 | Time: 2484.62 ms [2020-12-21 02:26:10 main:574] : INFO : Epoch 976 | loss: 0.0314632 | val_loss: 0.031493 | Time: 2696.45 ms [2020-12-21 02:26:13 main:574] : INFO : Epoch 977 | loss: 0.0315024 | val_loss: 0.0314986 | Time: 2527.79 ms [2020-12-21 02:26:15 main:574] : INFO : Epoch 978 | loss: 0.0314779 | val_loss: 0.0314743 | Time: 2490.66 ms [2020-12-21 02:26:18 main:574] : INFO : Epoch 979 | loss: 0.0314636 | val_loss: 0.0314806 | Time: 2627.02 ms [2020-12-21 02:26:21 main:574] : INFO : Epoch 980 | loss: 0.0314806 | val_loss: 0.0314829 | Time: 2591.42 ms [2020-12-21 02:26:23 main:574] : INFO : Epoch 981 | loss: 0.0314694 | val_loss: 0.031479 | Time: 2473.37 ms [2020-12-21 02:26:25 main:574] : INFO : Epoch 982 | loss: 0.0314607 | val_loss: 0.0314705 | Time: 2404.14 ms [2020-12-21 02:26:28 main:574] : INFO : Epoch 983 | loss: 0.0314636 | val_loss: 0.0315075 | Time: 2449.24 ms [2020-12-21 02:26:30 main:574] : INFO : Epoch 984 | loss: 0.0315306 | val_loss: 0.031489 | Time: 2535.74 ms [2020-12-21 02:26:33 main:574] : INFO : Epoch 985 | loss: 0.031472 | val_loss: 0.0314771 | Time: 2498.58 ms [2020-12-21 02:26:36 main:574] : INFO : Epoch 986 | loss: 0.0314666 | val_loss: 0.0314719 | Time: 2538.26 ms [2020-12-21 02:26:38 main:574] : INFO : Epoch 987 | loss: 0.0314692 | val_loss: 0.0314924 | Time: 2653.02 ms [2020-12-21 02:26:41 main:574] : INFO : Epoch 988 | loss: 0.031478 | val_loss: 0.0314904 | Time: 2494.58 ms [2020-12-21 02:26:43 main:574] : INFO : Epoch 989 | loss: 0.0314717 | val_loss: 0.0314758 | Time: 2352.44 ms [2020-12-21 02:26:46 main:574] : INFO : Epoch 990 | loss: 0.0314832 | val_loss: 0.0314725 | Time: 2406.88 ms [2020-12-21 02:26:48 main:574] : INFO : Epoch 991 | loss: 0.0314706 | val_loss: 0.0314782 | Time: 2430.77 ms [2020-12-21 02:26:51 main:574] : INFO : Epoch 992 | loss: 0.0314701 | val_loss: 0.0314779 | Time: 2471.18 ms [2020-12-21 02:26:53 main:574] : INFO : Epoch 993 | loss: 0.0314669 | val_loss: 0.0314939 | Time: 2374.63 ms [2020-12-21 02:26:55 main:574] : INFO : Epoch 994 | loss: 0.0314737 | val_loss: 0.0314885 | Time: 2412.29 ms [2020-12-21 02:26:58 main:574] : INFO : Epoch 995 | loss: 0.0314676 | val_loss: 0.0314783 | Time: 2425.61 ms [2020-12-21 02:27:00 main:574] : INFO : Epoch 996 | loss: 0.0314706 | val_loss: 0.0314902 | Time: 2441.1 ms [2020-12-21 02:27:03 main:574] : INFO : Epoch 997 | loss: 0.0314848 | val_loss: 0.0315173 | Time: 2359.76 ms [2020-12-21 02:27:05 main:574] : INFO : Epoch 998 | loss: 0.0314748 | val_loss: 0.0314835 | Time: 2355.43 ms [2020-12-21 02:27:08 main:574] : INFO : Epoch 999 | loss: 0.031466 | val_loss: 0.0314817 | Time: 2446.94 ms [2020-12-21 02:27:10 main:574] : INFO : Epoch 1000 | loss: 0.0314708 | val_loss: 0.031505 | Time: 2372.22 ms [2020-12-21 02:27:12 main:574] : INFO : Epoch 1001 | loss: 0.0314771 | val_loss: 0.0314806 | Time: 2407.65 ms [2020-12-21 02:27:15 main:574] : INFO : Epoch 1002 | loss: 0.0314635 | val_loss: 0.0314829 | Time: 2539.97 ms [2020-12-21 02:27:17 main:574] : INFO : Epoch 1003 | loss: 0.0315031 | val_loss: 0.0314975 | Time: 2511.93 ms [2020-12-21 02:27:20 main:574] : INFO : Epoch 1004 | loss: 0.0314698 | val_loss: 0.0314853 | Time: 2463.04 ms [2020-12-21 02:27:23 main:574] : INFO : Epoch 1005 | loss: 0.0314677 | val_loss: 0.0314733 | Time: 2512.4 ms [2020-12-21 02:27:25 main:574] : INFO : Epoch 1006 | loss: 0.0314715 | val_loss: 0.0314894 | Time: 2513.16 ms [2020-12-21 02:27:28 main:574] : INFO : Epoch 1007 | loss: 0.0314672 | val_loss: 0.0314851 | Time: 2569.95 ms [2020-12-21 02:27:30 main:574] : INFO : Epoch 1008 | loss: 0.0314641 | val_loss: 0.031475 | Time: 2490.99 ms [2020-12-21 02:27:33 main:574] : INFO : Epoch 1009 | loss: 0.0314741 | val_loss: 0.0314836 | Time: 2500.28 ms [2020-12-21 02:27:35 main:574] : INFO : Epoch 1010 | loss: 0.0314755 | val_loss: 0.0314856 | Time: 2482.7 ms [2020-12-21 02:27:38 main:574] : INFO : Epoch 1011 | loss: 0.0314753 | val_loss: 0.0314783 | Time: 2548.07 ms [2020-12-21 02:27:40 main:574] : INFO : Epoch 1012 | loss: 0.0314645 | val_loss: 0.0314779 | Time: 2442.18 ms [2020-12-21 02:27:43 main:574] : INFO : Epoch 1013 | loss: 0.0314715 | val_loss: 0.0315197 | Time: 2383.04 ms [2020-12-21 02:27:45 main:574] : INFO : Epoch 1014 | loss: 0.0314871 | val_loss: 0.0314833 | Time: 2436.68 ms [2020-12-21 02:27:48 main:574] : INFO : Epoch 1015 | loss: 0.0314644 | val_loss: 0.03148 | Time: 2488.48 ms [2020-12-21 02:27:50 main:574] : INFO : Epoch 1016 | loss: 0.0314643 | val_loss: 0.0314737 | Time: 2444.42 ms [2020-12-21 02:27:53 main:574] : INFO : Epoch 1017 | loss: 0.0314684 | val_loss: 0.0314886 | Time: 2424.87 ms [2020-12-21 02:27:55 main:574] : INFO : Epoch 1018 | loss: 0.0314728 | val_loss: 0.0314775 | Time: 2395.96 ms [2020-12-21 02:27:58 main:574] : INFO : Epoch 1019 | loss: 0.0314657 | val_loss: 0.0314918 | Time: 2518.2 ms [2020-12-21 02:28:00 main:574] : INFO : Epoch 1020 | loss: 0.0315007 | val_loss: 0.0314995 | Time: 2480.47 ms [2020-12-21 02:28:03 main:574] : INFO : Epoch 1021 | loss: 0.0314702 | val_loss: 0.0314731 | Time: 2419.4 ms [2020-12-21 02:28:05 main:574] : INFO : Epoch 1022 | loss: 0.0314633 | val_loss: 0.0314699 | Time: 2404.39 ms [2020-12-21 02:28:07 main:574] : INFO : Epoch 1023 | loss: 0.0314619 | val_loss: 0.0314722 | Time: 2384.11 ms [2020-12-21 02:28:10 main:574] : INFO : Epoch 1024 | loss: 0.0314828 | val_loss: 0.031511 | Time: 2417.52 ms [2020-12-21 02:28:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031511 [2020-12-21 02:28:10 main:603] : INFO : Saving end state to config to file [2020-12-21 02:28:10 main:608] : INFO : Success, exiting.. 02:28:10 (15660): 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)