Task 3751985
| Name | ParityModified-1606530774-8708-11_0 |
| Workunit | 1928683 |
| Created | 21 Jan 2021, 20:12:24 UTC |
| Sent | 22 Jan 2021, 9:23:41 UTC |
| Report deadline | 29 Jan 2021, 9:23:41 UTC |
| Received | 22 Jan 2021, 14:25:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2876 |
| Run time | 46 min 42 sec |
| CPU time | 41 min 49 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,344.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311989 | val_loss: 0.0312001 | Time: 2635.23 ms [2021-01-22 05:58:21 main:574] : INFO : Epoch 515 | loss: 0.0311988 | val_loss: 0.0312019 | Time: 2631.03 ms [2021-01-22 05:58:23 main:574] : INFO : Epoch 516 | loss: 0.0311984 | val_loss: 0.0311983 | Time: 2655.13 ms [2021-01-22 05:58:26 main:574] : INFO : Epoch 517 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 2639.78 ms [2021-01-22 05:58:29 main:574] : INFO : Epoch 518 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 2710.39 ms [2021-01-22 05:58:32 main:574] : INFO : Epoch 519 | loss: 0.031198 | val_loss: 0.0311985 | Time: 2720.33 ms [2021-01-22 05:58:34 main:574] : INFO : Epoch 520 | loss: 0.0311993 | val_loss: 0.0312 | Time: 2660.05 ms [2021-01-22 05:58:37 main:574] : INFO : Epoch 521 | loss: 0.0312024 | val_loss: 0.0312054 | Time: 2721.55 ms [2021-01-22 05:58:40 main:574] : INFO : Epoch 522 | loss: 0.0312027 | val_loss: 0.0312023 | Time: 2652.96 ms [2021-01-22 05:58:42 main:574] : INFO : Epoch 523 | loss: 0.0312017 | val_loss: 0.0312041 | Time: 2739.13 ms [2021-01-22 05:58:45 main:574] : INFO : Epoch 524 | loss: 0.0312025 | val_loss: 0.0312025 | Time: 2666.3 ms [2021-01-22 05:58:48 main:574] : INFO : Epoch 525 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 2674.74 ms [2021-01-22 05:58:51 main:574] : INFO : Epoch 526 | loss: 0.0312012 | val_loss: 0.0312017 | Time: 2713.02 ms [2021-01-22 05:58:53 main:574] : INFO : Epoch 527 | loss: 0.0312013 | val_loss: 0.0312044 | Time: 2640.26 ms [2021-01-22 05:58:56 main:574] : INFO : Epoch 528 | loss: 0.0311997 | val_loss: 0.0312018 | Time: 2702.39 ms [2021-01-22 05:58:59 main:574] : INFO : Epoch 529 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 2651.5 ms [2021-01-22 05:59:01 main:574] : INFO : Epoch 530 | loss: 0.0311996 | val_loss: 0.0312048 | Time: 2788.01 ms [2021-01-22 05:59:04 main:574] : INFO : Epoch 531 | loss: 0.031199 | val_loss: 0.0312017 | Time: 2647.67 ms [2021-01-22 05:59:07 main:574] : INFO : Epoch 532 | loss: 0.0312006 | val_loss: 0.0312007 | Time: 2628.88 ms [2021-01-22 05:59:09 main:574] : INFO : Epoch 533 | loss: 0.0311995 | val_loss: 0.0312 | Time: 2684.79 ms [2021-01-22 05:59:12 main:574] : INFO : Epoch 534 | loss: 0.0311981 | val_loss: 0.0312006 | Time: 2702.8 ms [2021-01-22 05:59:15 main:574] : INFO : Epoch 535 | loss: 0.0311978 | val_loss: 0.0312003 | Time: 2650.12 ms [2021-01-22 05:59:17 main:574] : INFO : Epoch 536 | loss: 0.0311974 | val_loss: 0.0311998 | Time: 2657.91 ms [2021-01-22 05:59:20 main:574] : INFO : Epoch 537 | loss: 0.031197 | val_loss: 0.0311994 | Time: 2723.48 ms [2021-01-22 05:59:23 main:574] : INFO : Epoch 538 | loss: 0.0311978 | val_loss: 0.0312004 | Time: 2662.25 ms [2021-01-22 05:59:26 main:574] : INFO : Epoch 539 | loss: 0.031198 | val_loss: 0.0312012 | Time: 2678.73 ms [2021-01-22 05:59:28 main:574] : INFO : Epoch 540 | loss: 0.0311977 | val_loss: 0.0312 | Time: 2678.03 ms [2021-01-22 05:59:31 main:574] : INFO : Epoch 541 | loss: 0.031197 | val_loss: 0.0312015 | Time: 2652.23 ms [2021-01-22 05:59:34 main:574] : INFO : Epoch 542 | loss: 0.0312018 | val_loss: 0.0312006 | Time: 2650.85 ms [2021-01-22 05:59:36 main:574] : INFO : Epoch 543 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 2630.6 ms [2021-01-22 05:59:39 main:574] : INFO : Epoch 544 | loss: 0.0311967 | val_loss: 0.0312004 | Time: 2663.22 ms [2021-01-22 05:59:42 main:574] : INFO : Epoch 545 | loss: 0.0311965 | val_loss: 0.0311991 | Time: 2646.44 ms [2021-01-22 05:59:44 main:574] : INFO : Epoch 546 | loss: 0.0311981 | val_loss: 0.0312016 | Time: 2684.9 ms [2021-01-22 05:59:47 main:574] : INFO : Epoch 547 | loss: 0.0312 | val_loss: 0.0312023 | Time: 2642.31 ms [2021-01-22 05:59:50 main:574] : INFO : Epoch 548 | loss: 0.0311984 | val_loss: 0.0312024 | Time: 2622.5 ms [2021-01-22 05:59:52 main:574] : INFO : Epoch 549 | loss: 0.0311958 | val_loss: 0.0312002 | Time: 2669.69 ms [2021-01-22 05:59:55 main:574] : INFO : Epoch 550 | loss: 0.0311962 | val_loss: 0.031201 | Time: 2628.55 ms [2021-01-22 05:59:58 main:574] : INFO : Epoch 551 | loss: 0.0311969 | val_loss: 0.0311994 | Time: 2736.55 ms [2021-01-22 06:00:01 main:574] : INFO : Epoch 552 | loss: 0.0311968 | val_loss: 0.0312018 | Time: 2726.17 ms [2021-01-22 06:00:03 main:574] : INFO : Epoch 553 | loss: 0.0311981 | val_loss: 0.0311983 | Time: 2660.06 ms [2021-01-22 06:00:06 main:574] : INFO : Epoch 554 | loss: 0.031198 | val_loss: 0.0311988 | Time: 2706.86 ms [2021-01-22 06:00:09 main:574] : INFO : Epoch 555 | loss: 0.0311959 | val_loss: 0.0311994 | Time: 2686.21 ms [2021-01-22 06:00:11 main:574] : INFO : Epoch 556 | loss: 0.0311954 | val_loss: 0.0312002 | Time: 2663.55 ms [2021-01-22 06:00:14 main:574] : INFO : Epoch 557 | loss: 0.0311971 | val_loss: 0.0311982 | Time: 2661.05 ms [2021-01-22 06:00:17 main:574] : INFO : Epoch 558 | loss: 0.0311973 | val_loss: 0.0311978 | Time: 2680.06 ms [2021-01-22 06:00:20 main:574] : INFO : Epoch 559 | loss: 0.0311962 | val_loss: 0.0311984 | Time: 2636.42 ms [2021-01-22 06:00:22 main:574] : INFO : Epoch 560 | loss: 0.0311956 | val_loss: 0.0311984 | Time: 2689.64 ms [2021-01-22 06:00:25 main:574] : INFO : Epoch 561 | loss: 0.0311951 | val_loss: 0.0311977 | Time: 2699.98 ms [2021-01-22 06:00:28 main:574] : INFO : Epoch 562 | loss: 0.031195 | val_loss: 0.0311998 | Time: 2716.13 ms [2021-01-22 06:00:30 main:574] : INFO : Epoch 563 | loss: 0.0311963 | val_loss: 0.031198 | Time: 2648.16 ms [2021-01-22 06:00:33 main:574] : INFO : Epoch 564 | loss: 0.0311958 | val_loss: 0.031203 | Time: 2641.48 ms [2021-01-22 06:00:36 main:574] : INFO : Epoch 565 | loss: 0.031197 | val_loss: 0.0311991 | Time: 2682.43 ms [2021-01-22 06:00:39 main:574] : INFO : Epoch 566 | loss: 0.031197 | val_loss: 0.0311984 | Time: 2698.02 ms [2021-01-22 06:00:41 main:574] : INFO : Epoch 567 | loss: 0.0311954 | val_loss: 0.0311993 | Time: 2626.57 ms [2021-01-22 06:00:44 main:574] : INFO : Epoch 568 | loss: 0.0311978 | val_loss: 0.0312061 | Time: 2662.41 ms [2021-01-22 06:00:47 main:574] : INFO : Epoch 569 | loss: 0.0311968 | val_loss: 0.0311992 | Time: 2758.01 ms [2021-01-22 06:00:49 main:574] : INFO : Epoch 570 | loss: 0.0311949 | val_loss: 0.0311997 | Time: 2642.71 ms [2021-01-22 06:00:52 main:574] : INFO : Epoch 571 | loss: 0.0311952 | val_loss: 0.0311994 | Time: 2737.34 ms [2021-01-22 06:00:55 main:574] : INFO : Epoch 572 | loss: 0.031195 | val_loss: 0.0311977 | Time: 2724.78 ms [2021-01-22 06:00:57 main:574] : INFO : Epoch 573 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2679.99 ms [2021-01-22 06:01:00 main:574] : INFO : Epoch 574 | loss: 0.031197 | val_loss: 0.0312014 | Time: 2635.81 ms [2021-01-22 06:01:03 main:574] : INFO : Epoch 575 | loss: 0.0311986 | val_loss: 0.0312034 | Time: 2677.84 ms [2021-01-22 06:01:06 main:574] : INFO : Epoch 576 | loss: 0.031199 | val_loss: 0.0312008 | Time: 2642.2 ms [2021-01-22 06:01:08 main:574] : INFO : Epoch 577 | loss: 0.0311995 | val_loss: 0.0312094 | Time: 2649.64 ms [2021-01-22 06:01:11 main:574] : INFO : Epoch 578 | loss: 0.0312005 | val_loss: 0.0312001 | Time: 2770.02 ms [2021-01-22 06:01:14 main:574] : INFO : Epoch 579 | loss: 0.0312056 | val_loss: 0.0312052 | Time: 2647.14 ms [2021-01-22 06:01:16 main:574] : INFO : Epoch 580 | loss: 0.0312028 | val_loss: 0.031202 | Time: 2701.7 ms [2021-01-22 06:01:19 main:574] : INFO : Epoch 581 | loss: 0.0312022 | val_loss: 0.0312041 | Time: 2703.19 ms [2021-01-22 06:01:22 main:574] : INFO : Epoch 582 | loss: 0.0312041 | val_loss: 0.031207 | Time: 2686.88 ms [2021-01-22 06:01:24 main:574] : INFO : Epoch 583 | loss: 0.0312037 | val_loss: 0.0312034 | Time: 2635.36 ms [2021-01-22 06:01:27 main:574] : INFO : Epoch 584 | loss: 0.0312013 | val_loss: 0.0312011 | Time: 2639.37 ms [2021-01-22 06:01:30 main:574] : INFO : Epoch 585 | loss: 0.0311987 | val_loss: 0.031199 | Time: 2701.79 ms [2021-01-22 06:01:33 main:574] : INFO : Epoch 586 | loss: 0.0311985 | val_loss: 0.031198 | Time: 2662.65 ms [2021-01-22 06:01:35 main:574] : INFO : Epoch 587 | loss: 0.0311979 | val_loss: 0.0311981 | Time: 2683.41 ms [2021-01-22 06:01:38 main:574] : INFO : Epoch 588 | loss: 0.0311974 | val_loss: 0.0311977 | Time: 2640.68 ms [2021-01-22 06:01:41 main:574] : INFO : Epoch 589 | loss: 0.0311977 | val_loss: 0.0311963 | Time: 2639.42 ms [2021-01-22 06:01:43 main:574] : INFO : Epoch 590 | loss: 0.0311975 | val_loss: 0.031197 | Time: 2630.95 ms [2021-01-22 06:01:46 main:574] : INFO : Epoch 591 | loss: 0.0311983 | val_loss: 0.0312005 | Time: 2661.06 ms [2021-01-22 06:01:49 main:574] : INFO : Epoch 592 | loss: 0.0311973 | val_loss: 0.0311964 | Time: 2685.92 ms [2021-01-22 06:01:51 main:574] : INFO : Epoch 593 | loss: 0.0311965 | val_loss: 0.0311959 | Time: 2750.71 ms [2021-01-22 06:01:54 main:574] : INFO : Epoch 594 | loss: 0.0311955 | val_loss: 0.0311958 | Time: 2651.15 ms [2021-01-22 06:01:57 main:574] : INFO : Epoch 595 | loss: 0.0311955 | val_loss: 0.0311961 | Time: 2657.26 ms [2021-01-22 06:01:59 main:574] : INFO : Epoch 596 | loss: 0.031195 | val_loss: 0.0311971 | Time: 2695.38 ms [2021-01-22 06:02:02 main:574] : INFO : Epoch 597 | loss: 0.0311948 | val_loss: 0.0311965 | Time: 2633.61 ms [2021-01-22 06:02:05 main:574] : INFO : Epoch 598 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2628.12 ms [2021-01-22 06:02:07 main:574] : INFO : Epoch 599 | loss: 0.0311946 | val_loss: 0.0311978 | Time: 2643.18 ms [2021-01-22 06:02:10 main:574] : INFO : Epoch 600 | loss: 0.0311967 | val_loss: 0.0311956 | Time: 2640.78 ms [2021-01-22 06:02:13 main:574] : INFO : Epoch 601 | loss: 0.0311953 | val_loss: 0.0311995 | Time: 2652.14 ms [2021-01-22 06:02:15 main:574] : INFO : Epoch 602 | loss: 0.0311975 | val_loss: 0.0312011 | Time: 2658.05 ms [2021-01-22 06:02:18 main:574] : INFO : Epoch 603 | loss: 0.0311963 | val_loss: 0.0311983 | Time: 2657.74 ms [2021-01-22 06:02:21 main:574] : INFO : Epoch 604 | loss: 0.0311952 | val_loss: 0.031195 | Time: 2625.21 ms [2021-01-22 06:02:23 main:574] : INFO : Epoch 605 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 2635.19 ms [2021-01-22 06:02:26 main:574] : INFO : Epoch 606 | loss: 0.0311931 | val_loss: 0.0311962 | Time: 2678.54 ms [2021-01-22 06:02:29 main:574] : INFO : Epoch 607 | loss: 0.0311942 | val_loss: 0.0311939 | Time: 2703.68 ms [2021-01-22 06:02:32 main:574] : INFO : Epoch 608 | loss: 0.0311925 | val_loss: 0.031194 | Time: 2669.86 ms [2021-01-22 06:02:34 main:574] : INFO : Epoch 609 | loss: 0.0311922 | val_loss: 0.0311936 | Time: 2730.09 ms [2021-01-22 06:02:37 main:574] : INFO : Epoch 610 | loss: 0.0311924 | val_loss: 0.0311943 | Time: 2659.21 ms [2021-01-22 06:02:40 main:574] : INFO : Epoch 611 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 2665.55 ms [2021-01-22 06:02:42 main:574] : INFO : Epoch 612 | loss: 0.0311924 | val_loss: 0.0311926 | Time: 2684.98 ms [2021-01-22 06:02:45 main:574] : INFO : Epoch 613 | loss: 0.0311926 | val_loss: 0.0311941 | Time: 2685.33 ms [2021-01-22 06:02:48 main:574] : INFO : Epoch 614 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 2725.18 ms [2021-01-22 06:02:51 main:574] : INFO : Epoch 615 | loss: 0.0311919 | val_loss: 0.0311942 | Time: 2673.27 ms [2021-01-22 06:02:53 main:574] : INFO : Epoch 616 | loss: 0.0311923 | val_loss: 0.0311934 | Time: 2650.48 ms [2021-01-22 06:02:56 main:574] : INFO : Epoch 617 | loss: 0.0311921 | val_loss: 0.031194 | Time: 2636.05 ms [2021-01-22 06:02:59 main:574] : INFO : Epoch 618 | loss: 0.0311919 | val_loss: 0.0311928 | Time: 2665.46 ms [2021-01-22 06:03:01 main:574] : INFO : Epoch 619 | loss: 0.031192 | val_loss: 0.0311936 | Time: 2732.31 ms [2021-01-22 06:03:04 main:574] : INFO : Epoch 620 | loss: 0.0311915 | val_loss: 0.0311935 | Time: 2696.03 ms [2021-01-22 06:03:07 main:574] : INFO : Epoch 621 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 2779.18 ms [2021-01-22 06:03:10 main:574] : INFO : Epoch 622 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 2684.94 ms [2021-01-22 06:03:12 main:574] : INFO : Epoch 623 | loss: 0.031191 | val_loss: 0.0311928 | Time: 2658.05 ms [2021-01-22 06:03:15 main:574] : INFO : Epoch 624 | loss: 0.0311909 | val_loss: 0.031195 | Time: 2671.83 ms [2021-01-22 06:03:18 main:574] : INFO : Epoch 625 | loss: 0.031192 | val_loss: 0.0311923 | Time: 2666.68 ms [2021-01-22 06:03:20 main:574] : INFO : Epoch 626 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 2727.88 ms [2021-01-22 06:03:23 main:574] : INFO : Epoch 627 | loss: 0.0311909 | val_loss: 0.0311924 | Time: 2689.96 ms [2021-01-22 06:03:26 main:574] : INFO : Epoch 628 | loss: 0.031192 | val_loss: 0.0311958 | Time: 2701.38 ms [2021-01-22 06:03:29 main:574] : INFO : Epoch 629 | loss: 0.0311914 | val_loss: 0.0311932 | Time: 2629.2 ms [2021-01-22 06:03:31 main:574] : INFO : Epoch 630 | loss: 0.0311916 | val_loss: 0.0311945 | Time: 2651.52 ms [2021-01-22 06:03:34 main:574] : INFO : Epoch 631 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 2632.36 ms [2021-01-22 06:03:37 main:574] : INFO : Epoch 632 | loss: 0.0311905 | val_loss: 0.0311934 | Time: 2656.06 ms [2021-01-22 06:03:39 main:574] : INFO : Epoch 633 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 2669.43 ms [2021-01-22 06:03:42 main:574] : INFO : Epoch 634 | loss: 0.0311905 | val_loss: 0.0311945 | Time: 2662.45 ms [2021-01-22 06:03:45 main:574] : INFO : Epoch 635 | loss: 0.0311913 | val_loss: 0.0311922 | Time: 2714.13 ms [2021-01-22 06:03:47 main:574] : INFO : Epoch 636 | loss: 0.0311914 | val_loss: 0.0311929 | Time: 2625.1 ms [2021-01-22 06:03:50 main:574] : INFO : Epoch 637 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 2626.8 ms [2021-01-22 06:03:53 main:574] : INFO : Epoch 638 | loss: 0.0311908 | val_loss: 0.0311933 | Time: 2670.9 ms [2021-01-22 06:03:55 main:574] : INFO : Epoch 639 | loss: 0.0311906 | val_loss: 0.0311933 | Time: 2715.88 ms [2021-01-22 06:03:58 main:574] : INFO : Epoch 640 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 2794.49 ms [2021-01-22 06:04:01 main:574] : INFO : Epoch 641 | loss: 0.0311905 | val_loss: 0.0311929 | Time: 2642.41 ms [2021-01-22 06:04:04 main:574] : INFO : Epoch 642 | loss: 0.0311914 | val_loss: 0.0311967 | Time: 2723.61 ms [2021-01-22 06:04:06 main:574] : INFO : Epoch 643 | loss: 0.0311913 | val_loss: 0.0311922 | Time: 2658.96 ms [2021-01-22 06:04:09 main:574] : INFO : Epoch 644 | loss: 0.0311903 | val_loss: 0.0311913 | Time: 2650.5 ms [2021-01-22 06:04:12 main:574] : INFO : Epoch 645 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 2651.92 ms [2021-01-22 06:04:14 main:574] : INFO : Epoch 646 | loss: 0.0311929 | val_loss: 0.031192 | Time: 2714.02 ms [2021-01-22 06:04:17 main:574] : INFO : Epoch 647 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 2704.18 ms [2021-01-22 06:04:20 main:574] : INFO : Epoch 648 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 2727.61 ms [2021-01-22 06:04:23 main:574] : INFO : Epoch 649 | loss: 0.0311944 | val_loss: 0.0312016 | Time: 2752.9 ms [2021-01-22 06:04:25 main:574] : INFO : Epoch 650 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 2622.33 ms [2021-01-22 06:04:28 main:574] : INFO : Epoch 651 | loss: 0.0312014 | val_loss: 0.0312067 | Time: 2639.56 ms [2021-01-22 06:04:31 main:574] : INFO : Epoch 652 | loss: 0.0312026 | val_loss: 0.0312012 | Time: 2707.41 ms [2021-01-22 06:04:33 main:574] : INFO : Epoch 653 | loss: 0.0311987 | val_loss: 0.0311995 | Time: 2677.06 ms [2021-01-22 06:04:36 main:574] : INFO : Epoch 654 | loss: 0.0311974 | val_loss: 0.0311985 | Time: 2684.2 ms [2021-01-22 06:04:39 main:574] : INFO : Epoch 655 | loss: 0.0311967 | val_loss: 0.0311995 | Time: 2648.16 ms [2021-01-22 06:04:41 main:574] : INFO : Epoch 656 | loss: 0.0311959 | val_loss: 0.0311995 | Time: 2645.04 ms [2021-01-22 06:04:44 main:574] : INFO : Epoch 657 | loss: 0.0311973 | val_loss: 0.0311975 | Time: 2636.04 ms [2021-01-22 06:04:47 main:574] : INFO : Epoch 658 | loss: 0.0311982 | val_loss: 0.0311989 | Time: 2656.67 ms [2021-01-22 06:04:50 main:574] : INFO : Epoch 659 | loss: 0.0311972 | val_loss: 0.0311996 | Time: 2789.21 ms [2021-01-22 06:04:52 main:574] : INFO : Epoch 660 | loss: 0.0311949 | val_loss: 0.031196 | Time: 2655.73 ms [2021-01-22 06:04:55 main:574] : INFO : Epoch 661 | loss: 0.0311945 | val_loss: 0.0311975 | Time: 2676.55 ms [2021-01-22 06:04:58 main:574] : INFO : Epoch 662 | loss: 0.0311948 | val_loss: 0.0311991 | Time: 2682.5 ms [2021-01-22 06:05:00 main:574] : INFO : Epoch 663 | loss: 0.0311938 | val_loss: 0.031197 | Time: 2673.5 ms [2021-01-22 06:05:03 main:574] : INFO : Epoch 664 | loss: 0.0311943 | val_loss: 0.0311967 | Time: 2683.17 ms [2021-01-22 06:05:06 main:574] : INFO : Epoch 665 | loss: 0.0311936 | val_loss: 0.0311967 | Time: 2687.23 ms [2021-01-22 06:05:09 main:574] : INFO : Epoch 666 | loss: 0.0311931 | val_loss: 0.0311971 | Time: 2669.66 ms [2021-01-22 06:05:11 main:574] : INFO : Epoch 667 | loss: 0.0311933 | val_loss: 0.0311966 | Time: 2647.3 ms [2021-01-22 06:05:14 main:574] : INFO : Epoch 668 | loss: 0.0311972 | val_loss: 0.0311975 | Time: 2729.08 ms [2021-01-22 06:05:17 main:574] : INFO : Epoch 669 | loss: 0.031198 | val_loss: 0.0312003 | Time: 2654.52 ms [2021-01-22 06:05:19 main:574] : INFO : Epoch 670 | loss: 0.0311999 | val_loss: 0.0312007 | Time: 2651.13 ms [2021-01-22 06:05:22 main:574] : INFO : Epoch 671 | loss: 0.0312023 | val_loss: 0.0312069 | Time: 2667 ms [2021-01-22 06:05:25 main:574] : INFO : Epoch 672 | loss: 0.0312016 | val_loss: 0.0311998 | Time: 2710.63 ms [2021-01-22 06:05:27 main:574] : INFO : Epoch 673 | loss: 0.0311977 | val_loss: 0.031197 | Time: 2687.94 ms [2021-01-22 06:05:30 main:574] : INFO : Epoch 674 | loss: 0.031196 | val_loss: 0.031196 | Time: 2720.01 ms [2021-01-22 06:05:33 main:574] : INFO : Epoch 675 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 2638.44 ms [2021-01-22 06:05:35 main:574] : INFO : Epoch 676 | loss: 0.0311945 | val_loss: 0.0311951 | Time: 2632.64 ms [2021-01-22 06:05:38 main:574] : INFO : Epoch 677 | loss: 0.0311944 | val_loss: 0.0311982 | Time: 2621.49 ms [2021-01-22 06:05:41 main:574] : INFO : Epoch 678 | loss: 0.0311941 | val_loss: 0.031195 | Time: 2690.36 ms [2021-01-22 06:05:43 main:574] : INFO : Epoch 679 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 2649.16 ms [2021-01-22 06:05:46 main:574] : INFO : Epoch 680 | loss: 0.0311938 | val_loss: 0.0311956 | Time: 2688.26 ms [2021-01-22 06:05:49 main:574] : INFO : Epoch 681 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 2695.74 ms [2021-01-22 06:05:52 main:574] : INFO : Epoch 682 | loss: 0.0311952 | val_loss: 0.0311986 | Time: 2662.33 ms [2021-01-22 06:05:54 main:574] : INFO : Epoch 683 | loss: 0.0312001 | val_loss: 0.0312011 | Time: 2770.18 ms [2021-01-22 06:05:57 main:574] : INFO : Epoch 684 | loss: 0.0312023 | val_loss: 0.0312002 | Time: 2661.82 ms [2021-01-22 06:06:00 main:574] : INFO : Epoch 685 | loss: 0.0312025 | val_loss: 0.0312031 | Time: 2649.61 ms [2021-01-22 06:06:02 main:574] : INFO : Epoch 686 | loss: 0.0312024 | val_loss: 0.0312001 | Time: 2683.89 ms [2021-01-22 06:06:05 main:574] : INFO : Epoch 687 | loss: 0.0312001 | val_loss: 0.0312008 | Time: 2675.52 ms [2021-01-22 06:06:08 main:574] : INFO : Epoch 688 | loss: 0.0312002 | val_loss: 0.0311992 | Time: 2653.75 ms [2021-01-22 06:06:11 main:574] : INFO : Epoch 689 | loss: 0.0311994 | val_loss: 0.0311984 | Time: 2653.49 ms [2021-01-22 06:06:13 main:574] : INFO : Epoch 690 | loss: 0.0311986 | val_loss: 0.0311981 | Time: 2663.54 ms [2021-01-22 06:06:16 main:574] : INFO : Epoch 691 | loss: 0.0311985 | val_loss: 0.0311973 | Time: 2665.74 ms [2021-01-22 06:06:19 main:574] : INFO : Epoch 692 | loss: 0.0311981 | val_loss: 0.0311971 | Time: 2666.67 ms [2021-01-22 06:06:21 main:574] : INFO : Epoch 693 | loss: 0.031202 | val_loss: 0.0311997 | Time: 2622.11 ms [2021-01-22 06:06:24 main:574] : INFO : Epoch 694 | loss: 0.0312093 | val_loss: 0.0312154 | Time: 2629.29 ms [2021-01-22 06:06:27 main:574] : INFO : Epoch 695 | loss: 0.0312148 | val_loss: 0.0312075 | Time: 2664.19 ms [2021-01-22 06:06:29 main:574] : INFO : Epoch 696 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 2722.02 ms [2021-01-22 06:06:32 main:574] : INFO : Epoch 697 | loss: 0.0312065 | val_loss: 0.0312042 | Time: 2709.63 ms [2021-01-22 06:06:35 main:574] : INFO : Epoch 698 | loss: 0.0312042 | val_loss: 0.0312034 | Time: 2665.44 ms [2021-01-22 06:06:38 main:574] : INFO : Epoch 699 | loss: 0.0312032 | val_loss: 0.031204 | Time: 2643.69 ms [2021-01-22 06:06:40 main:574] : INFO : Epoch 700 | loss: 0.0312025 | val_loss: 0.0312044 | Time: 2660.67 ms [2021-01-22 06:06:43 main:574] : INFO : Epoch 701 | loss: 0.0312075 | val_loss: 0.0312016 | Time: 2710.28 ms [2021-01-22 06:06:46 main:574] : INFO : Epoch 702 | loss: 0.031206 | val_loss: 0.0312043 | Time: 2674.19 ms [2021-01-22 06:06:48 main:574] : INFO : Epoch 703 | loss: 0.0312044 | val_loss: 0.0312027 | Time: 2665.29 ms [2021-01-22 06:06:51 main:574] : INFO : Epoch 704 | loss: 0.0312031 | val_loss: 0.0312006 | Time: 2678.04 ms [2021-01-22 06:06:54 main:574] : INFO : Epoch 705 | loss: 0.0312028 | val_loss: 0.0312016 | Time: 2667.99 ms [2021-01-22 06:06:56 main:574] : INFO : Epoch 706 | loss: 0.0312025 | val_loss: 0.0312019 | Time: 2639.2 ms [2021-01-22 06:06:59 main:574] : INFO : Epoch 707 | loss: 0.0312037 | val_loss: 0.0311993 | Time: 2671.27 ms [2021-01-22 06:07:02 main:574] : INFO : Epoch 708 | loss: 0.0312029 | val_loss: 0.0312 | Time: 2651.27 ms [2021-01-22 06:07:05 main:574] : INFO : Epoch 709 | loss: 0.0312022 | val_loss: 0.0312 | Time: 2686.6 ms [2021-01-22 06:07:07 main:574] : INFO : Epoch 710 | loss: 0.0312025 | val_loss: 0.0312011 | Time: 2654.43 ms [2021-01-22 06:07:10 main:574] : INFO : Epoch 711 | loss: 0.0312006 | val_loss: 0.0311968 | Time: 2644.38 ms [2021-01-22 06:07:13 main:574] : INFO : Epoch 712 | loss: 0.0311988 | val_loss: 0.0311958 | Time: 2694.45 ms [2021-01-22 06:07:15 main:574] : INFO : Epoch 713 | loss: 0.0311978 | val_loss: 0.0311934 | Time: 2673.19 ms [2021-01-22 06:07:18 main:574] : INFO : Epoch 714 | loss: 0.031198 | val_loss: 0.0311976 | Time: 2720.66 ms [2021-01-22 06:07:21 main:574] : INFO : Epoch 715 | loss: 0.0311972 | val_loss: 0.0311931 | Time: 2679.75 ms [2021-01-22 06:07:23 main:574] : INFO : Epoch 716 | loss: 0.0311961 | val_loss: 0.0311969 | Time: 2629.43 ms [2021-01-22 06:07:26 main:574] : INFO : Epoch 717 | loss: 0.0311966 | val_loss: 0.031192 | Time: 2647.74 ms [2021-01-22 06:07:29 main:574] : INFO : Epoch 718 | loss: 0.0311956 | val_loss: 0.0311933 | Time: 2690.27 ms [2021-01-22 06:07:32 main:574] : INFO : Epoch 719 | loss: 0.0311954 | val_loss: 0.0311927 | Time: 2650.04 ms [2021-01-22 06:07:34 main:574] : INFO : Epoch 720 | loss: 0.0311959 | val_loss: 0.031193 | Time: 2693.75 ms [2021-01-22 06:07:37 main:574] : INFO : Epoch 721 | loss: 0.0311958 | val_loss: 0.031194 | Time: 2637.06 ms [2021-01-22 06:07:40 main:574] : INFO : Epoch 722 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 2673.53 ms [2021-01-22 06:07:42 main:574] : INFO : Epoch 723 | loss: 0.0311954 | val_loss: 0.0311925 | Time: 2652.75 ms [2021-01-22 06:07:45 main:574] : INFO : Epoch 724 | loss: 0.0311946 | val_loss: 0.0311924 | Time: 2668.52 ms [2021-01-22 06:07:48 main:574] : INFO : Epoch 725 | loss: 0.031195 | val_loss: 0.0311921 | Time: 2713.69 ms [2021-01-22 06:07:51 main:574] : INFO : Epoch 726 | loss: 0.0311956 | val_loss: 0.0311951 | Time: 2667 ms [2021-01-22 06:07:53 main:574] : INFO : Epoch 727 | loss: 0.0312015 | val_loss: 0.031199 | Time: 2653.67 ms [2021-01-22 06:07:56 main:574] : INFO : Epoch 728 | loss: 0.0312021 | val_loss: 0.0311988 | Time: 2646.32 ms [2021-01-22 06:07:59 main:574] : INFO : Epoch 729 | loss: 0.0312017 | val_loss: 0.0312007 | Time: 2658.81 ms [2021-01-22 06:08:01 main:574] : INFO : Epoch 730 | loss: 0.0312036 | val_loss: 0.0311992 | Time: 2684.07 ms [2021-01-22 06:08:04 main:574] : INFO : Epoch 731 | loss: 0.0312006 | val_loss: 0.0311987 | Time: 2689.47 ms [2021-01-22 06:08:07 main:574] : INFO : Epoch 732 | loss: 0.0311992 | val_loss: 0.0311988 | Time: 2693.16 ms [2021-01-22 06:08:09 main:574] : INFO : Epoch 733 | loss: 0.031198 | val_loss: 0.0311987 | Time: 2713.96 ms [2021-01-22 06:08:12 main:574] : INFO : Epoch 734 | loss: 0.0311976 | val_loss: 0.0311958 | Time: 2673.92 ms [2021-01-22 06:08:15 main:574] : INFO : Epoch 735 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 2684.26 ms [2021-01-22 06:08:18 main:574] : INFO : Epoch 736 | loss: 0.0312019 | val_loss: 0.0311962 | Time: 2691.63 ms [2021-01-22 06:08:20 main:574] : INFO : Epoch 737 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 2731.07 ms [2021-01-22 06:08:23 main:574] : INFO : Epoch 738 | loss: 0.031195 | val_loss: 0.0311965 | Time: 2691.71 ms [2021-01-22 06:08:26 main:574] : INFO : Epoch 739 | loss: 0.0311957 | val_loss: 0.0311967 | Time: 2655.03 ms [2021-01-22 06:08:29 main:574] : INFO : Epoch 740 | loss: 0.0311948 | val_loss: 0.0311953 | Time: 2722.15 ms [2021-01-22 06:08:31 main:574] : INFO : Epoch 741 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 2667.07 ms [2021-01-22 06:08:34 main:574] : INFO : Epoch 742 | loss: 0.0311957 | val_loss: 0.0311963 | Time: 2673.18 ms [2021-01-22 06:08:37 main:574] : INFO : Epoch 743 | loss: 0.0311948 | val_loss: 0.0311957 | Time: 2641.16 ms [2021-01-22 06:08:39 main:574] : INFO : Epoch 744 | loss: 0.0311937 | val_loss: 0.031195 | Time: 2708.37 ms [2021-01-22 06:08:42 main:574] : INFO : Epoch 745 | loss: 0.0311933 | val_loss: 0.0311956 | Time: 2666.88 ms [2021-01-22 06:08:45 main:574] : INFO : Epoch 746 | loss: 0.0311933 | val_loss: 0.0311949 | Time: 2701.94 ms [2021-01-22 06:08:48 main:574] : INFO : Epoch 747 | loss: 0.0311934 | val_loss: 0.0311948 | Time: 2717.29 ms [2021-01-22 06:08:50 main:574] : INFO : Epoch 748 | loss: 0.0311935 | val_loss: 0.031195 | Time: 2714.36 ms [2021-01-22 06:08:53 main:574] : INFO : Epoch 749 | loss: 0.0311924 | val_loss: 0.0311946 | Time: 2636.77 ms [2021-01-22 06:08:56 main:574] : INFO : Epoch 750 | loss: 0.0311929 | val_loss: 0.0311959 | Time: 2688.44 ms [2021-01-22 06:08:59 main:574] : INFO : Epoch 751 | loss: 0.0311928 | val_loss: 0.0311954 | Time: 2704.45 ms [2021-01-22 06:09:01 main:574] : INFO : Epoch 752 | loss: 0.0311939 | val_loss: 0.0311969 | Time: 2705.91 ms [2021-01-22 06:09:04 main:574] : INFO : Epoch 753 | loss: 0.0311931 | val_loss: 0.0311941 | Time: 2638.3 ms [2021-01-22 06:09:07 main:574] : INFO : Epoch 754 | loss: 0.0311918 | val_loss: 0.0311941 | Time: 2668.91 ms [2021-01-22 06:09:09 main:574] : INFO : Epoch 755 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 2679.94 ms [2021-01-22 06:09:12 main:574] : INFO : Epoch 756 | loss: 0.0311916 | val_loss: 0.0311948 | Time: 2691.98 ms [2021-01-22 06:09:15 main:574] : INFO : Epoch 757 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 2689.31 ms [2021-01-22 06:09:17 main:574] : INFO : Epoch 758 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 2655.1 ms [2021-01-22 06:09:20 main:574] : INFO : Epoch 759 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 2647 ms [2021-01-22 06:09:23 main:574] : INFO : Epoch 760 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 2675.79 ms [2021-01-22 06:09:26 main:574] : INFO : Epoch 761 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 2700.5 ms [2021-01-22 06:09:28 main:574] : INFO : Epoch 762 | loss: 0.0311915 | val_loss: 0.031194 | Time: 2725.46 ms [2021-01-22 06:09:31 main:574] : INFO : Epoch 763 | loss: 0.031191 | val_loss: 0.031196 | Time: 2705.41 ms [2021-01-22 06:09:34 main:574] : INFO : Epoch 764 | loss: 0.0311906 | val_loss: 0.0311969 | Time: 2729.24 ms [2021-01-22 06:09:37 main:574] : INFO : Epoch 765 | loss: 0.0311917 | val_loss: 0.0311957 | Time: 2661.44 ms [2021-01-22 06:09:39 main:574] : INFO : Epoch 766 | loss: 0.0311908 | val_loss: 0.031193 | Time: 2737.65 ms [2021-01-22 06:09:42 main:574] : INFO : Epoch 767 | loss: 0.0311906 | val_loss: 0.0311937 | Time: 2714.78 ms [2021-01-22 06:09:45 main:574] : INFO : Epoch 768 | loss: 0.0311903 | val_loss: 0.0311935 | Time: 2762.13 ms [2021-01-22 06:09:48 main:574] : INFO : Epoch 769 | loss: 0.0311914 | val_loss: 0.0311973 | Time: 2715.6 ms [2021-01-22 06:09:50 main:574] : INFO : Epoch 770 | loss: 0.0311913 | val_loss: 0.0311955 | Time: 2748.78 ms [2021-01-22 06:09:53 main:574] : INFO : Epoch 771 | loss: 0.0311901 | val_loss: 0.0311951 | Time: 2642.85 ms [2021-01-22 06:09:56 main:574] : INFO : Epoch 772 | loss: 0.0311908 | val_loss: 0.0311943 | Time: 2679.09 ms [2021-01-22 06:09:59 main:574] : INFO : Epoch 773 | loss: 0.031191 | val_loss: 0.0311935 | Time: 2691.39 ms [2021-01-22 06:10:01 main:574] : INFO : Epoch 774 | loss: 0.0311932 | val_loss: 0.0311929 | Time: 2724.77 ms [2021-01-22 06:10:04 main:574] : INFO : Epoch 775 | loss: 0.0311896 | val_loss: 0.0311923 | Time: 2653.22 ms [2021-01-22 06:10:07 main:574] : INFO : Epoch 776 | loss: 0.0311899 | val_loss: 0.031195 | Time: 2719.83 ms [2021-01-22 06:10:10 main:574] : INFO : Epoch 777 | loss: 0.0311919 | val_loss: 0.0311951 | Time: 2732.71 ms [2021-01-22 06:10:12 main:574] : INFO : Epoch 778 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 2646.38 ms [2021-01-22 06:10:15 main:574] : INFO : Epoch 779 | loss: 0.0311935 | val_loss: 0.0311935 | Time: 2716.43 ms [2021-01-22 06:10:18 main:574] : INFO : Epoch 780 | loss: 0.031191 | val_loss: 0.0311934 | Time: 2675.18 ms [2021-01-22 06:10:20 main:574] : INFO : Epoch 781 | loss: 0.0311908 | val_loss: 0.031193 | Time: 2665.21 ms [2021-01-22 06:10:23 main:574] : INFO : Epoch 782 | loss: 0.0311908 | val_loss: 0.031193 | Time: 2675.79 ms [2021-01-22 06:10:26 main:574] : INFO : Epoch 783 | loss: 0.0311913 | val_loss: 0.031194 | Time: 2679.72 ms [2021-01-22 06:10:29 main:574] : INFO : Epoch 784 | loss: 0.0311924 | val_loss: 0.0311936 | Time: 2671.01 ms [2021-01-22 06:10:31 main:574] : INFO : Epoch 785 | loss: 0.0311932 | val_loss: 0.031196 | Time: 2743.93 ms [2021-01-22 06:10:34 main:574] : INFO : Epoch 786 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 2679.69 ms [2021-01-22 06:10:37 main:574] : INFO : Epoch 787 | loss: 0.031191 | val_loss: 0.0311959 | Time: 2767.69 ms [2021-01-22 06:10:40 main:574] : INFO : Epoch 788 | loss: 0.0311909 | val_loss: 0.0311954 | Time: 2621.92 ms [2021-01-22 06:10:42 main:574] : INFO : Epoch 789 | loss: 0.0311904 | val_loss: 0.0311933 | Time: 2630.53 ms [2021-01-22 06:10:45 main:574] : INFO : Epoch 790 | loss: 0.0311905 | val_loss: 0.0311945 | Time: 2671.72 ms [2021-01-22 06:10:48 main:574] : INFO : Epoch 791 | loss: 0.0311905 | val_loss: 0.0311932 | Time: 2656.76 ms [2021-01-22 06:10:50 main:574] : INFO : Epoch 792 | loss: 0.0311905 | val_loss: 0.031193 | Time: 2769.75 ms [2021-01-22 06:10:53 main:574] : INFO : Epoch 793 | loss: 0.0311901 | val_loss: 0.0311931 | Time: 2696.66 ms [2021-01-22 06:10:56 main:574] : INFO : Epoch 794 | loss: 0.0311899 | val_loss: 0.0311933 | Time: 2666.41 ms [2021-01-22 06:10:58 main:574] : INFO : Epoch 795 | loss: 0.0311899 | val_loss: 0.031193 | Time: 2644.5 ms [2021-01-22 06:11:01 main:574] : INFO : Epoch 796 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 2726.68 ms [2021-01-22 06:11:04 main:574] : INFO : Epoch 797 | loss: 0.0311902 | val_loss: 0.031193 | Time: 2683.96 ms [2021-01-22 06:11:07 main:574] : INFO : Epoch 798 | loss: 0.0311896 | val_loss: 0.0311927 | Time: 2659.07 ms [2021-01-22 06:11:09 main:574] : INFO : Epoch 799 | loss: 0.031191 | val_loss: 0.0311928 | Time: 2644.63 ms [2021-01-22 06:11:12 main:574] : INFO : Epoch 800 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 2666.47 ms [2021-01-22 06:11:15 main:574] : INFO : Epoch 801 | loss: 0.0311927 | val_loss: 0.0312001 | Time: 2703.59 ms [2021-01-22 06:11:17 main:574] : INFO : Epoch 802 | loss: 0.0311921 | val_loss: 0.0311919 | Time: 2681.34 ms [2021-01-22 06:11:20 main:574] : INFO : Epoch 803 | loss: 0.0311901 | val_loss: 0.0311924 | Time: 2645.25 ms [2021-01-22 06:11:23 main:574] : INFO : Epoch 804 | loss: 0.0311896 | val_loss: 0.0311929 | Time: 2650.54 ms [2021-01-22 06:11:25 main:574] : INFO : Epoch 805 | loss: 0.0311898 | val_loss: 0.0311958 | Time: 2631.08 ms [2021-01-22 06:11:28 main:574] : INFO : Epoch 806 | loss: 0.0311904 | val_loss: 0.0311937 | Time: 2680.78 ms [2021-01-22 06:11:31 main:574] : INFO : Epoch 807 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 2680.58 ms [2021-01-22 06:11:34 main:574] : INFO : Epoch 808 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 2671.31 ms [2021-01-22 06:11:36 main:574] : INFO : Epoch 809 | loss: 0.0311909 | val_loss: 0.0311957 | Time: 2789.35 ms [2021-01-22 06:11:39 main:574] : INFO : Epoch 810 | loss: 0.0311915 | val_loss: 0.0311941 | Time: 2647.76 ms [2021-01-22 06:11:42 main:574] : INFO : Epoch 811 | loss: 0.0311911 | val_loss: 0.0311927 | Time: 2735.87 ms [2021-01-22 06:11:45 main:574] : INFO : Epoch 812 | loss: 0.0311907 | val_loss: 0.0311915 | Time: 2673.74 ms [2021-01-22 06:11:47 main:574] : INFO : Epoch 813 | loss: 0.0311905 | val_loss: 0.0311924 | Time: 2662.01 ms [2021-01-22 06:11:50 main:574] : INFO : Epoch 814 | loss: 0.0311907 | val_loss: 0.0311929 | Time: 2679.15 ms [2021-01-22 06:11:53 main:574] : INFO : Epoch 815 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 2669.63 ms [2021-01-22 06:11:56 main:574] : INFO : Epoch 816 | loss: 0.0311899 | val_loss: 0.0311921 | Time: 2742.85 ms [2021-01-22 06:11:58 main:574] : INFO : Epoch 817 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 2663.14 ms [2021-01-22 06:12:01 main:574] : INFO : Epoch 818 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 2709.5 ms [2021-01-22 06:12:04 main:574] : INFO : Epoch 819 | loss: 0.031192 | val_loss: 0.0311943 | Time: 2755.65 ms [2021-01-22 06:12:07 main:574] : INFO : Epoch 820 | loss: 0.0311919 | val_loss: 0.0311926 | Time: 2688.42 ms [2021-01-22 06:12:09 main:574] : INFO : Epoch 821 | loss: 0.0311903 | val_loss: 0.031192 | Time: 2656.67 ms [2021-01-22 06:12:12 main:574] : INFO : Epoch 822 | loss: 0.0311898 | val_loss: 0.031192 | Time: 2625.21 ms [2021-01-22 06:12:15 main:574] : INFO : Epoch 823 | loss: 0.0311906 | val_loss: 0.031193 | Time: 2629.85 ms [2021-01-22 06:12:17 main:574] : INFO : Epoch 824 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 2679 ms [2021-01-22 06:12:20 main:574] : INFO : Epoch 825 | loss: 0.0311907 | val_loss: 0.031194 | Time: 2633.87 ms [2021-01-22 06:12:23 main:574] : INFO : Epoch 826 | loss: 0.0311914 | val_loss: 0.0311916 | Time: 2630.82 ms [2021-01-22 06:12:25 main:574] : INFO : Epoch 827 | loss: 0.0311925 | val_loss: 0.0311952 | Time: 2678.32 ms [2021-01-22 06:12:28 main:574] : INFO : Epoch 828 | loss: 0.031192 | val_loss: 0.0311929 | Time: 2654.62 ms [2021-01-22 06:12:31 main:574] : INFO : Epoch 829 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 2673.87 ms [2021-01-22 06:12:33 main:574] : INFO : Epoch 830 | loss: 0.0311901 | val_loss: 0.0311906 | Time: 2669.16 ms [2021-01-22 06:12:36 main:574] : INFO : Epoch 831 | loss: 0.03119 | val_loss: 0.0311903 | Time: 2622.31 ms [2021-01-22 06:12:39 main:574] : INFO : Epoch 832 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 2700.82 ms [2021-01-22 06:12:41 main:574] : INFO : Epoch 833 | loss: 0.0311896 | val_loss: 0.0311907 | Time: 2628.38 ms [2021-01-22 06:12:44 main:574] : INFO : Epoch 834 | loss: 0.0311892 | val_loss: 0.0311897 | Time: 2689.3 ms [2021-01-22 06:12:47 main:574] : INFO : Epoch 835 | loss: 0.0311903 | val_loss: 0.03119 | Time: 2652.62 ms [2021-01-22 06:12:50 main:574] : INFO : Epoch 836 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 2653.22 ms [2021-01-22 06:12:52 main:574] : INFO : Epoch 837 | loss: 0.0311887 | val_loss: 0.0311901 | Time: 2671.81 ms [2021-01-22 06:12:55 main:574] : INFO : Epoch 838 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 2682.4 ms [2021-01-22 06:12:58 main:574] : INFO : Epoch 839 | loss: 0.0311887 | val_loss: 0.0311899 | Time: 2680.49 ms [2021-01-22 06:13:00 main:574] : INFO : Epoch 840 | loss: 0.0311886 | val_loss: 0.0311897 | Time: 2649.79 ms [2021-01-22 06:13:03 main:574] : INFO : Epoch 841 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 2631.69 ms [2021-01-22 06:13:06 main:574] : INFO : Epoch 842 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 2671.98 ms [2021-01-22 06:13:08 main:574] : INFO : Epoch 843 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 2672.93 ms [2021-01-22 06:13:11 main:574] : INFO : Epoch 844 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 2648.7 ms [2021-01-22 06:13:14 main:574] : INFO : Epoch 845 | loss: 0.0311892 | val_loss: 0.0311907 | Time: 2674.96 ms [2021-01-22 06:13:16 main:574] : INFO : Epoch 846 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 2634.47 ms [2021-01-22 06:13:19 main:574] : INFO : Epoch 847 | loss: 0.0311904 | val_loss: 0.0311973 | Time: 2677.34 ms [2021-01-22 06:13:22 main:574] : INFO : Epoch 848 | loss: 0.031189 | val_loss: 0.031189 | Time: 2664.25 ms [2021-01-22 06:13:25 main:574] : INFO : Epoch 849 | loss: 0.0311873 | val_loss: 0.0311888 | Time: 2657.76 ms [2021-01-22 06:13:27 main:574] : INFO : Epoch 850 | loss: 0.0311872 | val_loss: 0.0311921 | Time: 2642.7 ms [2021-01-22 06:13:30 main:574] : INFO : Epoch 851 | loss: 0.031188 | val_loss: 0.0311904 | Time: 2715.25 ms [2021-01-22 06:13:33 main:574] : INFO : Epoch 852 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 2680.51 ms [2021-01-22 06:13:35 main:574] : INFO : Epoch 853 | loss: 0.0311881 | val_loss: 0.0311897 | Time: 2638.62 ms [2021-01-22 06:13:38 main:574] : INFO : Epoch 854 | loss: 0.0311868 | val_loss: 0.0311899 | Time: 2698.78 ms [2021-01-22 06:13:41 main:574] : INFO : Epoch 855 | loss: 0.0311871 | val_loss: 0.0311909 | Time: 2625.69 ms [2021-01-22 06:13:43 main:574] : INFO : Epoch 856 | loss: 0.0311869 | val_loss: 0.0311892 | Time: 2640.32 ms [2021-01-22 06:13:46 main:574] : INFO : Epoch 857 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 2687.46 ms [2021-01-22 06:13:49 main:574] : INFO : Epoch 858 | loss: 0.0311869 | val_loss: 0.031189 | Time: 2661.21 ms [2021-01-22 06:13:51 main:574] : INFO : Epoch 859 | loss: 0.0311864 | val_loss: 0.0311889 | Time: 2675.79 ms [2021-01-22 06:13:54 main:574] : INFO : Epoch 860 | loss: 0.0311887 | val_loss: 0.0311963 | Time: 2624.04 ms [2021-01-22 06:13:57 main:574] : INFO : Epoch 861 | loss: 0.031189 | val_loss: 0.031189 | Time: 2631.13 ms [2021-01-22 06:13:59 main:574] : INFO : Epoch 862 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 2623.02 ms [2021-01-22 06:14:02 main:574] : INFO : Epoch 863 | loss: 0.0311869 | val_loss: 0.0311889 | Time: 2703.41 ms [2021-01-22 06:14:05 main:574] : INFO : Epoch 864 | loss: 0.0311887 | val_loss: 0.0311892 | Time: 2678.79 ms [2021-01-22 06:14:08 main:574] : INFO : Epoch 865 | loss: 0.031187 | val_loss: 0.0311887 | Time: 2721.65 ms [2021-01-22 06:14:10 main:574] : INFO : Epoch 866 | loss: 0.031186 | val_loss: 0.031189 | Time: 2646.56 ms [2021-01-22 06:14:13 main:574] : INFO : Epoch 867 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 2632.88 ms [2021-01-22 06:14:16 main:574] : INFO : Epoch 868 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 2627.63 ms [2021-01-22 06:14:18 main:574] : INFO : Epoch 869 | loss: 0.0311862 | val_loss: 0.0311891 | Time: 2684.24 ms [2021-01-22 06:14:21 main:574] : INFO : Epoch 870 | loss: 0.0311868 | val_loss: 0.0311887 | Time: 2639.51 ms [2021-01-22 06:14:24 main:574] : INFO : Epoch 871 | loss: 0.0311857 | val_loss: 0.0311924 | Time: 2638.58 ms [2021-01-22 06:14:26 main:574] : INFO : Epoch 872 | loss: 0.0311903 | val_loss: 0.0311917 | Time: 2656.4 ms [2021-01-22 06:14:29 main:574] : INFO : Epoch 873 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 2673.98 ms [2021-01-22 06:14:32 main:574] : INFO : Epoch 874 | loss: 0.0311862 | val_loss: 0.0311885 | Time: 2650.67 ms [2021-01-22 06:14:34 main:574] : INFO : Epoch 875 | loss: 0.0311862 | val_loss: 0.0311887 | Time: 2669.9 ms [2021-01-22 06:14:37 main:574] : INFO : Epoch 876 | loss: 0.0311858 | val_loss: 0.0311881 | Time: 2625.32 ms [2021-01-22 06:14:40 main:574] : INFO : Epoch 877 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 2694.18 ms [2021-01-22 06:14:42 main:574] : INFO : Epoch 878 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 2677.75 ms [2021-01-22 06:14:45 main:574] : INFO : Epoch 879 | loss: 0.031187 | val_loss: 0.0311885 | Time: 2638.9 ms [2021-01-22 06:14:48 main:574] : INFO : Epoch 880 | loss: 0.0311868 | val_loss: 0.0311876 | Time: 2630.21 ms [2021-01-22 06:14:50 main:574] : INFO : Epoch 881 | loss: 0.031186 | val_loss: 0.0311879 | Time: 2707.62 ms [2021-01-22 06:14:53 main:574] : INFO : Epoch 882 | loss: 0.0311861 | val_loss: 0.0311891 | Time: 2666.69 ms [2021-01-22 06:14:56 main:574] : INFO : Epoch 883 | loss: 0.0311858 | val_loss: 0.0311885 | Time: 2662.54 ms [2021-01-22 06:14:58 main:574] : INFO : Epoch 884 | loss: 0.0311861 | val_loss: 0.0311886 | Time: 2619.3 ms [2021-01-22 06:15:01 main:574] : INFO : Epoch 885 | loss: 0.0311877 | val_loss: 0.031188 | Time: 2651.49 ms [2021-01-22 06:15:04 main:574] : INFO : Epoch 886 | loss: 0.0311861 | val_loss: 0.0311885 | Time: 2656.56 ms [2021-01-22 06:15:06 main:574] : INFO : Epoch 887 | loss: 0.0311857 | val_loss: 0.031189 | Time: 2625.76 ms [2021-01-22 06:15:09 main:574] : INFO : Epoch 888 | loss: 0.0311871 | val_loss: 0.0311962 | Time: 2654.04 ms [2021-01-22 06:15:12 main:574] : INFO : Epoch 889 | loss: 0.0311883 | val_loss: 0.0311928 | Time: 2688.88 ms [2021-01-22 06:15:15 main:574] : INFO : Epoch 890 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 2717.19 ms [2021-01-22 06:15:17 main:574] : INFO : Epoch 891 | loss: 0.0311899 | val_loss: 0.031189 | Time: 2628.63 ms [2021-01-22 06:15:20 main:574] : INFO : Epoch 892 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 2655.18 ms [2021-01-22 06:15:23 main:574] : INFO : Epoch 893 | loss: 0.031186 | val_loss: 0.031188 | Time: 2642.87 ms [2021-01-22 06:15:25 main:574] : INFO : Epoch 894 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 2655.05 ms [2021-01-22 06:15:28 main:574] : INFO : Epoch 895 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2698.42 ms [2021-01-22 06:15:31 main:574] : INFO : Epoch 896 | loss: 0.0311865 | val_loss: 0.0311889 | Time: 2698.23 ms [2021-01-22 06:15:33 main:574] : INFO : Epoch 897 | loss: 0.0311864 | val_loss: 0.0311933 | Time: 2656.53 ms [2021-01-22 06:15:36 main:574] : INFO : Epoch 898 | loss: 0.0311904 | val_loss: 0.0311888 | Time: 2645.63 ms [2021-01-22 06:15:39 main:574] : INFO : Epoch 899 | loss: 0.0311866 | val_loss: 0.0311932 | Time: 2719.82 ms [2021-01-22 06:15:42 main:574] : INFO : Epoch 900 | loss: 0.0311868 | val_loss: 0.0311907 | Time: 2707.96 ms [2021-01-22 06:15:44 main:574] : INFO : Epoch 901 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 2721.32 ms [2021-01-22 06:15:47 main:574] : INFO : Epoch 902 | loss: 0.0311869 | val_loss: 0.0311907 | Time: 2681.5 ms [2021-01-22 06:15:50 main:574] : INFO : Epoch 903 | loss: 0.0311882 | val_loss: 0.0311951 | Time: 2701.74 ms [2021-01-22 06:15:52 main:574] : INFO : Epoch 904 | loss: 0.0311893 | val_loss: 0.0311922 | Time: 2640.07 ms [2021-01-22 06:15:55 main:574] : INFO : Epoch 905 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 2657.29 ms [2021-01-22 06:15:58 main:574] : INFO : Epoch 906 | loss: 0.0311897 | val_loss: 0.0311929 | Time: 2626.74 ms [2021-01-22 06:16:00 main:574] : INFO : Epoch 907 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 2633.07 ms [2021-01-22 06:16:03 main:574] : INFO : Epoch 908 | loss: 0.031189 | val_loss: 0.0311907 | Time: 2661.23 ms [2021-01-22 06:16:06 main:574] : INFO : Epoch 909 | loss: 0.0311878 | val_loss: 0.031193 | Time: 2713.11 ms [2021-01-22 06:16:09 main:574] : INFO : Epoch 910 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 2742.9 ms [2021-01-22 06:16:11 main:574] : INFO : Epoch 911 | loss: 0.0311879 | val_loss: 0.0311943 | Time: 2662.85 ms [2021-01-22 06:16:14 main:574] : INFO : Epoch 912 | loss: 0.0311875 | val_loss: 0.0311906 | Time: 2628.84 ms [2021-01-22 06:16:17 main:574] : INFO : Epoch 913 | loss: 0.0311869 | val_loss: 0.0311922 | Time: 2656.2 ms [2021-01-22 06:16:19 main:574] : INFO : Epoch 914 | loss: 0.0311879 | val_loss: 0.0311915 | Time: 2668.87 ms [2021-01-22 06:16:22 main:574] : INFO : Epoch 915 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 2657.46 ms [2021-01-22 06:16:25 main:574] : INFO : Epoch 916 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 2703.45 ms [2021-01-22 06:16:27 main:574] : INFO : Epoch 917 | loss: 0.0311869 | val_loss: 0.0311946 | Time: 2628.53 ms [2021-01-22 06:16:30 main:574] : INFO : Epoch 918 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2671.41 ms [2021-01-22 06:16:33 main:574] : INFO : Epoch 919 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 2674.96 ms [2021-01-22 06:16:36 main:574] : INFO : Epoch 920 | loss: 0.0311883 | val_loss: 0.0311936 | Time: 2715.49 ms [2021-01-22 06:16:38 main:574] : INFO : Epoch 921 | loss: 0.0311892 | val_loss: 0.0311935 | Time: 2642.57 ms [2021-01-22 06:16:41 main:574] : INFO : Epoch 922 | loss: 0.0311934 | val_loss: 0.0311937 | Time: 2649.05 ms [2021-01-22 06:16:44 main:574] : INFO : Epoch 923 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 2720.02 ms [2021-01-22 06:16:46 main:574] : INFO : Epoch 924 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2686.34 ms [2021-01-22 06:16:49 main:574] : INFO : Epoch 925 | loss: 0.0311862 | val_loss: 0.0311911 | Time: 2733.28 ms [2021-01-22 06:16:52 main:574] : INFO : Epoch 926 | loss: 0.0311861 | val_loss: 0.0311918 | Time: 2678.53 ms [2021-01-22 06:16:54 main:574] : INFO : Epoch 927 | loss: 0.0311865 | val_loss: 0.031192 | Time: 2644.31 ms [2021-01-22 06:16:57 main:574] : INFO : Epoch 928 | loss: 0.0311872 | val_loss: 0.0311912 | Time: 2677.79 ms [2021-01-22 06:17:00 main:574] : INFO : Epoch 929 | loss: 0.0311859 | val_loss: 0.0311912 | Time: 2714.05 ms [2021-01-22 06:17:03 main:574] : INFO : Epoch 930 | loss: 0.0311864 | val_loss: 0.0311899 | Time: 2755.45 ms [2021-01-22 06:17:05 main:574] : INFO : Epoch 931 | loss: 0.0311872 | val_loss: 0.0311906 | Time: 2664.77 ms [2021-01-22 06:17:08 main:574] : INFO : Epoch 932 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 2669.08 ms [2021-01-22 06:17:11 main:574] : INFO : Epoch 933 | loss: 0.031186 | val_loss: 0.0311914 | Time: 2732.4 ms [2021-01-22 06:17:14 main:574] : INFO : Epoch 934 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 2705.26 ms [2021-01-22 06:17:16 main:574] : INFO : Epoch 935 | loss: 0.0311853 | val_loss: 0.0311914 | Time: 2726.23 ms [2021-01-22 06:17:19 main:574] : INFO : Epoch 936 | loss: 0.0311856 | val_loss: 0.0311905 | Time: 2670.39 ms [2021-01-22 06:17:22 main:574] : INFO : Epoch 937 | loss: 0.0311864 | val_loss: 0.0311907 | Time: 2623.82 ms [2021-01-22 06:17:25 main:574] : INFO : Epoch 938 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 2691.72 ms [2021-01-22 06:17:27 main:574] : INFO : Epoch 939 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 2644.57 ms [2021-01-22 06:17:30 main:574] : INFO : Epoch 940 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 2664.97 ms [2021-01-22 06:17:33 main:574] : INFO : Epoch 941 | loss: 0.0311866 | val_loss: 0.0311916 | Time: 2694.32 ms [2021-01-22 06:17:35 main:574] : INFO : Epoch 942 | loss: 0.0311872 | val_loss: 0.0311924 | Time: 2678.51 ms [2021-01-22 06:17:38 main:574] : INFO : Epoch 943 | loss: 0.0311868 | val_loss: 0.0311904 | Time: 2695.52 ms [2021-01-22 06:17:41 main:574] : INFO : Epoch 944 | loss: 0.0311869 | val_loss: 0.031193 | Time: 2653.62 ms [2021-01-22 06:17:44 main:574] : INFO : Epoch 945 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 2800.09 ms [2021-01-22 06:17:46 main:574] : INFO : Epoch 946 | loss: 0.0311892 | val_loss: 0.0311903 | Time: 2621.3 ms [2021-01-22 06:17:49 main:574] : INFO : Epoch 947 | loss: 0.0311857 | val_loss: 0.0311904 | Time: 2635.76 ms [2021-01-22 06:17:52 main:574] : INFO : Epoch 948 | loss: 0.0311856 | val_loss: 0.0311906 | Time: 2715.87 ms [2021-01-22 06:17:54 main:574] : INFO : Epoch 949 | loss: 0.0311865 | val_loss: 0.031191 | Time: 2676.89 ms [2021-01-22 06:17:57 main:574] : INFO : Epoch 950 | loss: 0.0311858 | val_loss: 0.0311927 | Time: 2665.67 ms [2021-01-22 06:18:00 main:574] : INFO : Epoch 951 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2698.03 ms [2021-01-22 06:18:03 main:574] : INFO : Epoch 952 | loss: 0.031185 | val_loss: 0.0311902 | Time: 2735.18 ms [2021-01-22 06:18:05 main:574] : INFO : Epoch 953 | loss: 0.0311856 | val_loss: 0.0311912 | Time: 2661.76 ms [2021-01-22 06:18:08 main:574] : INFO : Epoch 954 | loss: 0.0311851 | val_loss: 0.0311901 | Time: 2690.91 ms [2021-01-22 06:18:11 main:574] : INFO : Epoch 955 | loss: 0.0311857 | val_loss: 0.0311908 | Time: 2653.71 ms [2021-01-22 06:18:14 main:574] : INFO : Epoch 956 | loss: 0.0311854 | val_loss: 0.0311902 | Time: 2677.72 ms [2021-01-22 06:18:16 main:574] : INFO : Epoch 957 | loss: 0.0311853 | val_loss: 0.0311913 | Time: 2727.12 ms [2021-01-22 06:18:19 main:574] : INFO : Epoch 958 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 2625.38 ms [2021-01-22 06:18:22 main:574] : INFO : Epoch 959 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 2695.55 ms [2021-01-22 06:18:24 main:574] : INFO : Epoch 960 | loss: 0.0311858 | val_loss: 0.0311919 | Time: 2754.76 ms [2021-01-22 06:18:27 main:574] : INFO : Epoch 961 | loss: 0.0311858 | val_loss: 0.0311905 | Time: 2714.75 ms [2021-01-22 06:18:30 main:574] : INFO : Epoch 962 | loss: 0.0311851 | val_loss: 0.0311905 | Time: 2651.1 ms [2021-01-22 06:18:33 main:574] : INFO : Epoch 963 | loss: 0.0311858 | val_loss: 0.0311915 | Time: 2711.1 ms [2021-01-22 06:18:35 main:574] : INFO : Epoch 964 | loss: 0.0311871 | val_loss: 0.0311913 | Time: 2634.47 ms [2021-01-22 06:18:38 main:574] : INFO : Epoch 965 | loss: 0.0311847 | val_loss: 0.0311911 | Time: 2662.3 ms [2021-01-22 06:18:41 main:574] : INFO : Epoch 966 | loss: 0.0311881 | val_loss: 0.031194 | Time: 2678.91 ms [2021-01-22 06:18:43 main:574] : INFO : Epoch 967 | loss: 0.0311876 | val_loss: 0.0311911 | Time: 2637.74 ms [2021-01-22 06:18:46 main:574] : INFO : Epoch 968 | loss: 0.0311863 | val_loss: 0.031191 | Time: 2626.62 ms [2021-01-22 06:18:49 main:574] : INFO : Epoch 969 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 2673.16 ms [2021-01-22 06:18:51 main:574] : INFO : Epoch 970 | loss: 0.03119 | val_loss: 0.0311986 | Time: 2626.33 ms [2021-01-22 06:18:54 main:574] : INFO : Epoch 971 | loss: 0.0311988 | val_loss: 0.0312015 | Time: 2695.02 ms [2021-01-22 06:18:57 main:574] : INFO : Epoch 972 | loss: 0.0311927 | val_loss: 0.031193 | Time: 2690.95 ms [2021-01-22 06:19:00 main:574] : INFO : Epoch 973 | loss: 0.0311881 | val_loss: 0.0311924 | Time: 2659.55 ms [2021-01-22 06:19:02 main:574] : INFO : Epoch 974 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 2637.89 ms [2021-01-22 06:19:05 main:574] : INFO : Epoch 975 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 2662.76 ms [2021-01-22 06:19:08 main:574] : INFO : Epoch 976 | loss: 0.0311862 | val_loss: 0.031194 | Time: 2657.23 ms [2021-01-22 06:19:10 main:574] : INFO : Epoch 977 | loss: 0.0311874 | val_loss: 0.0311932 | Time: 2688.38 ms [2021-01-22 06:19:13 main:574] : INFO : Epoch 978 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 2650.31 ms [2021-01-22 06:19:16 main:574] : INFO : Epoch 979 | loss: 0.0311868 | val_loss: 0.031194 | Time: 2702.43 ms [2021-01-22 06:19:18 main:574] : INFO : Epoch 980 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2665.51 ms [2021-01-22 06:19:21 main:574] : INFO : Epoch 981 | loss: 0.0311852 | val_loss: 0.0311901 | Time: 2694.62 ms [2021-01-22 06:19:24 main:574] : INFO : Epoch 982 | loss: 0.0311851 | val_loss: 0.0311907 | Time: 2652.29 ms [2021-01-22 06:19:27 main:574] : INFO : Epoch 983 | loss: 0.0311848 | val_loss: 0.0311903 | Time: 2686.37 ms [2021-01-22 06:19:29 main:574] : INFO : Epoch 984 | loss: 0.0311853 | val_loss: 0.0311914 | Time: 2675.84 ms [2021-01-22 06:19:32 main:574] : INFO : Epoch 985 | loss: 0.0311861 | val_loss: 0.0311907 | Time: 2740.15 ms [2021-01-22 06:19:35 main:574] : INFO : Epoch 986 | loss: 0.0311875 | val_loss: 0.0311903 | Time: 2625.54 ms [2021-01-22 06:19:37 main:574] : INFO : Epoch 987 | loss: 0.0311879 | val_loss: 0.0311919 | Time: 2681.09 ms [2021-01-22 06:19:40 main:574] : INFO : Epoch 988 | loss: 0.0311862 | val_loss: 0.031192 | Time: 2660.23 ms [2021-01-22 06:19:43 main:574] : INFO : Epoch 989 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 2704.65 ms [2021-01-22 06:19:46 main:574] : INFO : Epoch 990 | loss: 0.0311875 | val_loss: 0.0311912 | Time: 2718.19 ms [2021-01-22 06:19:48 main:574] : INFO : Epoch 991 | loss: 0.0311883 | val_loss: 0.0311925 | Time: 2646.85 ms [2021-01-22 06:19:51 main:574] : INFO : Epoch 992 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 2692.97 ms [2021-01-22 06:19:54 main:574] : INFO : Epoch 993 | loss: 0.031185 | val_loss: 0.0311902 | Time: 2696.33 ms [2021-01-22 06:19:56 main:574] : INFO : Epoch 994 | loss: 0.0311846 | val_loss: 0.0311897 | Time: 2639.67 ms [2021-01-22 06:19:59 main:574] : INFO : Epoch 995 | loss: 0.0311854 | val_loss: 0.0311894 | Time: 2685.78 ms [2021-01-22 06:20:02 main:574] : INFO : Epoch 996 | loss: 0.0311866 | val_loss: 0.0311905 | Time: 2661.97 ms [2021-01-22 06:20:04 main:574] : INFO : Epoch 997 | loss: 0.0311855 | val_loss: 0.0311902 | Time: 2626.11 ms [2021-01-22 06:20:07 main:574] : INFO : Epoch 998 | loss: 0.0311847 | val_loss: 0.0311893 | Time: 2640.98 ms [2021-01-22 06:20:10 main:574] : INFO : Epoch 999 | loss: 0.0311852 | val_loss: 0.0311943 | Time: 2678.8 ms [2021-01-22 06:20:12 main:574] : INFO : Epoch 1000 | loss: 0.0311856 | val_loss: 0.0311897 | Time: 2676.88 ms [2021-01-22 06:20:15 main:574] : INFO : Epoch 1001 | loss: 0.0311855 | val_loss: 0.031191 | Time: 2672.3 ms [2021-01-22 06:20:18 main:574] : INFO : Epoch 1002 | loss: 0.031186 | val_loss: 0.0311903 | Time: 2723.26 ms [2021-01-22 06:20:21 main:574] : INFO : Epoch 1003 | loss: 0.0311855 | val_loss: 0.03119 | Time: 2690.4 ms [2021-01-22 06:20:23 main:574] : INFO : Epoch 1004 | loss: 0.0311855 | val_loss: 0.0311903 | Time: 2650.13 ms [2021-01-22 06:20:26 main:574] : INFO : Epoch 1005 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 2686.94 ms [2021-01-22 06:20:29 main:574] : INFO : Epoch 1006 | loss: 0.0311879 | val_loss: 0.0311903 | Time: 2714.04 ms [2021-01-22 06:20:32 main:574] : INFO : Epoch 1007 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 2681.18 ms [2021-01-22 06:20:34 main:574] : INFO : Epoch 1008 | loss: 0.0311858 | val_loss: 0.0311899 | Time: 2734.12 ms [2021-01-22 06:20:37 main:574] : INFO : Epoch 1009 | loss: 0.0311848 | val_loss: 0.0311902 | Time: 2702.86 ms [2021-01-22 06:20:40 main:574] : INFO : Epoch 1010 | loss: 0.0311883 | val_loss: 0.0311976 | Time: 2700.91 ms [2021-01-22 06:20:43 main:574] : INFO : Epoch 1011 | loss: 0.0311917 | val_loss: 0.0311943 | Time: 2708.81 ms [2021-01-22 06:20:45 main:574] : INFO : Epoch 1012 | loss: 0.0311893 | val_loss: 0.0311971 | Time: 2650.41 ms [2021-01-22 06:20:48 main:574] : INFO : Epoch 1013 | loss: 0.0311876 | val_loss: 0.0311913 | Time: 2659.56 ms [2021-01-22 06:20:51 main:574] : INFO : Epoch 1014 | loss: 0.0311848 | val_loss: 0.0311906 | Time: 2661.49 ms [2021-01-22 06:20:53 main:574] : INFO : Epoch 1015 | loss: 0.0311874 | val_loss: 0.0311938 | Time: 2671.3 ms [2021-01-22 06:20:56 main:574] : INFO : Epoch 1016 | loss: 0.0311853 | val_loss: 0.0311918 | Time: 2742.86 ms [2021-01-22 06:20:59 main:574] : INFO : Epoch 1017 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 2664.33 ms [2021-01-22 06:21:01 main:574] : INFO : Epoch 1018 | loss: 0.0311855 | val_loss: 0.0311927 | Time: 2665.04 ms [2021-01-22 06:21:04 main:574] : INFO : Epoch 1019 | loss: 0.0311858 | val_loss: 0.0311905 | Time: 2653.35 ms [2021-01-22 06:21:07 main:574] : INFO : Epoch 1020 | loss: 0.0311839 | val_loss: 0.0311895 | Time: 2626.62 ms [2021-01-22 06:21:09 main:574] : INFO : Epoch 1021 | loss: 0.0311845 | val_loss: 0.0311898 | Time: 2692.26 ms [2021-01-22 06:21:12 main:574] : INFO : Epoch 1022 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 2646.36 ms [2021-01-22 06:21:15 main:574] : INFO : Epoch 1023 | loss: 0.0311843 | val_loss: 0.0311904 | Time: 2665.52 ms [2021-01-22 06:21:18 main:574] : INFO : Epoch 1024 | loss: 0.031184 | val_loss: 0.0311892 | Time: 2716.1 ms [2021-01-22 06:21:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311892 [2021-01-22 06:21:18 main:603] : INFO : Saving end state to config to file [2021-01-22 06:21:18 main:608] : INFO : Success, exiting.. 06:21:18 (12152): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)