Task 3775609
| Name | ParityMachine-1606531466-28931-12_1 |
| Workunit | 1895401 |
| Created | 22 Jan 2021, 8:34:52 UTC |
| Sent | 22 Jan 2021, 9:20:08 UTC |
| Report deadline | 29 Jan 2021, 9:20:08 UTC |
| Received | 22 Jan 2021, 10:45:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 44 min 15 sec |
| CPU time | 39 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> Epoch 514 | loss: 0.0311906 | val_loss: 0.0312003 | Time: 2512.64 ms [2021-01-22 01:53:00 main:574] : INFO : Epoch 515 | loss: 0.0311896 | val_loss: 0.0312006 | Time: 2554.75 ms [2021-01-22 01:53:02 main:574] : INFO : Epoch 516 | loss: 0.0311891 | val_loss: 0.0312028 | Time: 2573.29 ms [2021-01-22 01:53:05 main:574] : INFO : Epoch 517 | loss: 0.0311895 | val_loss: 0.0311985 | Time: 2423.08 ms [2021-01-22 01:53:08 main:574] : INFO : Epoch 518 | loss: 0.0311894 | val_loss: 0.0312006 | Time: 2500.71 ms [2021-01-22 01:53:10 main:574] : INFO : Epoch 519 | loss: 0.0311897 | val_loss: 0.0312004 | Time: 2558.7 ms [2021-01-22 01:53:13 main:574] : INFO : Epoch 520 | loss: 0.0311908 | val_loss: 0.031199 | Time: 2657.26 ms [2021-01-22 01:53:15 main:574] : INFO : Epoch 521 | loss: 0.0311893 | val_loss: 0.0311992 | Time: 2620.52 ms [2021-01-22 01:53:18 main:574] : INFO : Epoch 522 | loss: 0.031189 | val_loss: 0.031201 | Time: 2572.2 ms [2021-01-22 01:53:21 main:574] : INFO : Epoch 523 | loss: 0.0311893 | val_loss: 0.0312002 | Time: 2483.23 ms [2021-01-22 01:53:23 main:574] : INFO : Epoch 524 | loss: 0.0311898 | val_loss: 0.0311989 | Time: 2584.12 ms [2021-01-22 01:53:26 main:574] : INFO : Epoch 525 | loss: 0.0311893 | val_loss: 0.0312033 | Time: 2383.86 ms [2021-01-22 01:53:28 main:574] : INFO : Epoch 526 | loss: 0.0311893 | val_loss: 0.031201 | Time: 2466.68 ms [2021-01-22 01:53:31 main:574] : INFO : Epoch 527 | loss: 0.0311898 | val_loss: 0.031199 | Time: 2498.16 ms [2021-01-22 01:53:33 main:574] : INFO : Epoch 528 | loss: 0.0311929 | val_loss: 0.0312008 | Time: 2532.41 ms [2021-01-22 01:53:36 main:574] : INFO : Epoch 529 | loss: 0.0311891 | val_loss: 0.0312009 | Time: 2512.61 ms [2021-01-22 01:53:38 main:574] : INFO : Epoch 530 | loss: 0.0311898 | val_loss: 0.0311992 | Time: 2493.55 ms [2021-01-22 01:53:41 main:574] : INFO : Epoch 531 | loss: 0.0311896 | val_loss: 0.0311993 | Time: 2617.4 ms [2021-01-22 01:53:44 main:574] : INFO : Epoch 532 | loss: 0.0311902 | val_loss: 0.0311995 | Time: 2579.57 ms [2021-01-22 01:53:46 main:574] : INFO : Epoch 533 | loss: 0.0311929 | val_loss: 0.0312022 | Time: 2469.55 ms [2021-01-22 01:53:49 main:574] : INFO : Epoch 534 | loss: 0.0311912 | val_loss: 0.0311979 | Time: 2490.18 ms [2021-01-22 01:53:51 main:574] : INFO : Epoch 535 | loss: 0.0311905 | val_loss: 0.031199 | Time: 2466.02 ms [2021-01-22 01:53:54 main:574] : INFO : Epoch 536 | loss: 0.0311898 | val_loss: 0.0311989 | Time: 2590.77 ms [2021-01-22 01:53:57 main:574] : INFO : Epoch 537 | loss: 0.0311903 | val_loss: 0.0312 | Time: 2504.85 ms [2021-01-22 01:53:59 main:574] : INFO : Epoch 538 | loss: 0.0311903 | val_loss: 0.0311993 | Time: 2514.9 ms [2021-01-22 01:54:02 main:574] : INFO : Epoch 539 | loss: 0.0311906 | val_loss: 0.0312025 | Time: 2659.91 ms [2021-01-22 01:54:04 main:574] : INFO : Epoch 540 | loss: 0.0311952 | val_loss: 0.0312063 | Time: 2576.86 ms [2021-01-22 01:54:07 main:574] : INFO : Epoch 541 | loss: 0.0311943 | val_loss: 0.031207 | Time: 2457.92 ms [2021-01-22 01:54:10 main:574] : INFO : Epoch 542 | loss: 0.031194 | val_loss: 0.0312018 | Time: 2496.12 ms [2021-01-22 01:54:12 main:574] : INFO : Epoch 543 | loss: 0.0311917 | val_loss: 0.0312023 | Time: 2507.25 ms [2021-01-22 01:54:15 main:574] : INFO : Epoch 544 | loss: 0.0311906 | val_loss: 0.0311992 | Time: 2423.58 ms [2021-01-22 01:54:17 main:574] : INFO : Epoch 545 | loss: 0.0311894 | val_loss: 0.0312004 | Time: 2496.1 ms [2021-01-22 01:54:20 main:574] : INFO : Epoch 546 | loss: 0.0311895 | val_loss: 0.0311995 | Time: 2548.84 ms [2021-01-22 01:54:22 main:574] : INFO : Epoch 547 | loss: 0.0311912 | val_loss: 0.0312006 | Time: 2468.31 ms [2021-01-22 01:54:25 main:574] : INFO : Epoch 548 | loss: 0.0311897 | val_loss: 0.0311994 | Time: 2587.65 ms [2021-01-22 01:54:27 main:574] : INFO : Epoch 549 | loss: 0.0311891 | val_loss: 0.0312008 | Time: 2528.58 ms [2021-01-22 01:54:30 main:574] : INFO : Epoch 550 | loss: 0.0311885 | val_loss: 0.0311984 | Time: 2591.24 ms [2021-01-22 01:54:33 main:574] : INFO : Epoch 551 | loss: 0.0311884 | val_loss: 0.0312007 | Time: 2622.88 ms [2021-01-22 01:54:35 main:574] : INFO : Epoch 552 | loss: 0.0311899 | val_loss: 0.0312007 | Time: 2507.54 ms [2021-01-22 01:54:38 main:574] : INFO : Epoch 553 | loss: 0.0311894 | val_loss: 0.0311985 | Time: 2428.32 ms [2021-01-22 01:54:40 main:574] : INFO : Epoch 554 | loss: 0.0311894 | val_loss: 0.0311997 | Time: 2563.43 ms [2021-01-22 01:54:43 main:574] : INFO : Epoch 555 | loss: 0.0311899 | val_loss: 0.0311989 | Time: 2482.15 ms [2021-01-22 01:54:45 main:574] : INFO : Epoch 556 | loss: 0.0311906 | val_loss: 0.031198 | Time: 2382.85 ms [2021-01-22 01:54:48 main:574] : INFO : Epoch 557 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 2720.97 ms [2021-01-22 01:54:51 main:574] : INFO : Epoch 558 | loss: 0.0311926 | val_loss: 0.0312053 | Time: 2478.14 ms [2021-01-22 01:54:53 main:574] : INFO : Epoch 559 | loss: 0.0311905 | val_loss: 0.0311988 | Time: 2423.9 ms [2021-01-22 01:54:56 main:574] : INFO : Epoch 560 | loss: 0.0311891 | val_loss: 0.0311995 | Time: 2541.14 ms [2021-01-22 01:54:58 main:574] : INFO : Epoch 561 | loss: 0.0311888 | val_loss: 0.0311991 | Time: 2519.41 ms [2021-01-22 01:55:01 main:574] : INFO : Epoch 562 | loss: 0.0311895 | val_loss: 0.0311984 | Time: 2660.01 ms [2021-01-22 01:55:04 main:574] : INFO : Epoch 563 | loss: 0.0311887 | val_loss: 0.0312039 | Time: 2512.58 ms [2021-01-22 01:55:06 main:574] : INFO : Epoch 564 | loss: 0.0311904 | val_loss: 0.031199 | Time: 2560.27 ms [2021-01-22 01:55:09 main:574] : INFO : Epoch 565 | loss: 0.0311892 | val_loss: 0.0311987 | Time: 2491.38 ms [2021-01-22 01:55:11 main:574] : INFO : Epoch 566 | loss: 0.0311885 | val_loss: 0.0311986 | Time: 2497.14 ms [2021-01-22 01:55:14 main:574] : INFO : Epoch 567 | loss: 0.0311887 | val_loss: 0.0312012 | Time: 2469.79 ms [2021-01-22 01:55:16 main:574] : INFO : Epoch 568 | loss: 0.0311893 | val_loss: 0.0311989 | Time: 2505.29 ms [2021-01-22 01:55:19 main:574] : INFO : Epoch 569 | loss: 0.0311908 | val_loss: 0.0311991 | Time: 2525.11 ms [2021-01-22 01:55:22 main:574] : INFO : Epoch 570 | loss: 0.0311936 | val_loss: 0.0312023 | Time: 2551.83 ms [2021-01-22 01:55:24 main:574] : INFO : Epoch 571 | loss: 0.0311894 | val_loss: 0.0312002 | Time: 2579 ms [2021-01-22 01:55:27 main:574] : INFO : Epoch 572 | loss: 0.0311906 | val_loss: 0.0312022 | Time: 2528.12 ms [2021-01-22 01:55:30 main:574] : INFO : Epoch 573 | loss: 0.0311901 | val_loss: 0.0311983 | Time: 2594.15 ms [2021-01-22 01:55:32 main:574] : INFO : Epoch 574 | loss: 0.0311883 | val_loss: 0.0311988 | Time: 2576.44 ms [2021-01-22 01:55:35 main:574] : INFO : Epoch 575 | loss: 0.0311883 | val_loss: 0.0311992 | Time: 2458.55 ms [2021-01-22 01:55:37 main:574] : INFO : Epoch 576 | loss: 0.0311886 | val_loss: 0.0311989 | Time: 2603.54 ms [2021-01-22 01:55:40 main:574] : INFO : Epoch 577 | loss: 0.0311881 | val_loss: 0.0311987 | Time: 2567.7 ms [2021-01-22 01:55:43 main:574] : INFO : Epoch 578 | loss: 0.03119 | val_loss: 0.0311989 | Time: 2487.47 ms [2021-01-22 01:55:45 main:574] : INFO : Epoch 579 | loss: 0.0311888 | val_loss: 0.0311982 | Time: 2573.95 ms [2021-01-22 01:55:48 main:574] : INFO : Epoch 580 | loss: 0.0311885 | val_loss: 0.0312002 | Time: 2450.02 ms [2021-01-22 01:55:50 main:574] : INFO : Epoch 581 | loss: 0.0311888 | val_loss: 0.0311996 | Time: 2446.51 ms [2021-01-22 01:55:53 main:574] : INFO : Epoch 582 | loss: 0.031189 | val_loss: 0.0311981 | Time: 2457.92 ms [2021-01-22 01:55:55 main:574] : INFO : Epoch 583 | loss: 0.0311882 | val_loss: 0.0312012 | Time: 2594.39 ms [2021-01-22 01:55:58 main:574] : INFO : Epoch 584 | loss: 0.0311885 | val_loss: 0.0311987 | Time: 2469.71 ms [2021-01-22 01:56:00 main:574] : INFO : Epoch 585 | loss: 0.0311906 | val_loss: 0.0311991 | Time: 2525.76 ms [2021-01-22 01:56:03 main:574] : INFO : Epoch 586 | loss: 0.0311887 | val_loss: 0.031197 | Time: 2476.53 ms [2021-01-22 01:56:06 main:574] : INFO : Epoch 587 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 2516.85 ms [2021-01-22 01:56:08 main:574] : INFO : Epoch 588 | loss: 0.0311878 | val_loss: 0.0311982 | Time: 2494.99 ms [2021-01-22 01:56:11 main:574] : INFO : Epoch 589 | loss: 0.0311881 | val_loss: 0.0311977 | Time: 2501.38 ms [2021-01-22 01:56:13 main:574] : INFO : Epoch 590 | loss: 0.0311878 | val_loss: 0.0312005 | Time: 2618.28 ms [2021-01-22 01:56:16 main:574] : INFO : Epoch 591 | loss: 0.0311877 | val_loss: 0.0312016 | Time: 2578.32 ms [2021-01-22 01:56:19 main:574] : INFO : Epoch 592 | loss: 0.0311889 | val_loss: 0.031199 | Time: 2471.94 ms [2021-01-22 01:56:21 main:574] : INFO : Epoch 593 | loss: 0.0311909 | val_loss: 0.0311992 | Time: 2513.43 ms [2021-01-22 01:56:24 main:574] : INFO : Epoch 594 | loss: 0.0311901 | val_loss: 0.0312009 | Time: 2590.87 ms [2021-01-22 01:56:26 main:574] : INFO : Epoch 595 | loss: 0.0311893 | val_loss: 0.0312001 | Time: 2589.65 ms [2021-01-22 01:56:29 main:574] : INFO : Epoch 596 | loss: 0.0311928 | val_loss: 0.0312035 | Time: 2546.07 ms [2021-01-22 01:56:32 main:574] : INFO : Epoch 597 | loss: 0.0311949 | val_loss: 0.0312015 | Time: 2620.28 ms [2021-01-22 01:56:34 main:574] : INFO : Epoch 598 | loss: 0.0311895 | val_loss: 0.031202 | Time: 2492.67 ms [2021-01-22 01:56:37 main:574] : INFO : Epoch 599 | loss: 0.0311935 | val_loss: 0.0312014 | Time: 2577.74 ms [2021-01-22 01:56:39 main:574] : INFO : Epoch 600 | loss: 0.0311959 | val_loss: 0.0312017 | Time: 2482.7 ms [2021-01-22 01:56:42 main:574] : INFO : Epoch 601 | loss: 0.0312032 | val_loss: 0.0312092 | Time: 2493.62 ms [2021-01-22 01:56:44 main:574] : INFO : Epoch 602 | loss: 0.0311913 | val_loss: 0.0312015 | Time: 2520.83 ms [2021-01-22 01:56:47 main:574] : INFO : Epoch 603 | loss: 0.0311893 | val_loss: 0.0312054 | Time: 2398.07 ms [2021-01-22 01:56:49 main:574] : INFO : Epoch 604 | loss: 0.03119 | val_loss: 0.0311995 | Time: 2527.98 ms [2021-01-22 01:56:52 main:574] : INFO : Epoch 605 | loss: 0.0311888 | val_loss: 0.0312004 | Time: 2522.25 ms [2021-01-22 01:56:55 main:574] : INFO : Epoch 606 | loss: 0.0311869 | val_loss: 0.0312003 | Time: 2597.89 ms [2021-01-22 01:56:57 main:574] : INFO : Epoch 607 | loss: 0.0311896 | val_loss: 0.0312005 | Time: 2589.51 ms [2021-01-22 01:57:00 main:574] : INFO : Epoch 608 | loss: 0.0311944 | val_loss: 0.031213 | Time: 2504.63 ms [2021-01-22 01:57:02 main:574] : INFO : Epoch 609 | loss: 0.0311947 | val_loss: 0.0312017 | Time: 2619.09 ms [2021-01-22 01:57:05 main:574] : INFO : Epoch 610 | loss: 0.0311925 | val_loss: 0.031215 | Time: 2557.19 ms [2021-01-22 01:57:08 main:574] : INFO : Epoch 611 | loss: 0.0311966 | val_loss: 0.0312045 | Time: 2603.58 ms [2021-01-22 01:57:10 main:574] : INFO : Epoch 612 | loss: 0.0311938 | val_loss: 0.0312017 | Time: 2616.35 ms [2021-01-22 01:57:13 main:574] : INFO : Epoch 613 | loss: 0.03119 | val_loss: 0.0311997 | Time: 2532.46 ms [2021-01-22 01:57:16 main:574] : INFO : Epoch 614 | loss: 0.0311896 | val_loss: 0.0311988 | Time: 2576.62 ms [2021-01-22 01:57:18 main:574] : INFO : Epoch 615 | loss: 0.0311897 | val_loss: 0.0312025 | Time: 2532.11 ms [2021-01-22 01:57:21 main:574] : INFO : Epoch 616 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 2491.2 ms [2021-01-22 01:57:23 main:574] : INFO : Epoch 617 | loss: 0.0311927 | val_loss: 0.0312074 | Time: 2539.93 ms [2021-01-22 01:57:26 main:574] : INFO : Epoch 618 | loss: 0.031189 | val_loss: 0.0311972 | Time: 2535.76 ms [2021-01-22 01:57:29 main:574] : INFO : Epoch 619 | loss: 0.0311879 | val_loss: 0.0311974 | Time: 2586.68 ms [2021-01-22 01:57:31 main:574] : INFO : Epoch 620 | loss: 0.0311875 | val_loss: 0.0311976 | Time: 2426.12 ms [2021-01-22 01:57:34 main:574] : INFO : Epoch 621 | loss: 0.0311873 | val_loss: 0.0312012 | Time: 2544.79 ms [2021-01-22 01:57:36 main:574] : INFO : Epoch 622 | loss: 0.0311889 | val_loss: 0.031201 | Time: 2566.43 ms [2021-01-22 01:57:39 main:574] : INFO : Epoch 623 | loss: 0.0311881 | val_loss: 0.0312002 | Time: 2598.55 ms [2021-01-22 01:57:41 main:574] : INFO : Epoch 624 | loss: 0.0311872 | val_loss: 0.0311998 | Time: 2464.98 ms [2021-01-22 01:57:44 main:574] : INFO : Epoch 625 | loss: 0.031187 | val_loss: 0.0311996 | Time: 2520.43 ms [2021-01-22 01:57:47 main:574] : INFO : Epoch 626 | loss: 0.0311869 | val_loss: 0.0312013 | Time: 2551.14 ms [2021-01-22 01:57:49 main:574] : INFO : Epoch 627 | loss: 0.0311878 | val_loss: 0.031199 | Time: 2418.57 ms [2021-01-22 01:57:52 main:574] : INFO : Epoch 628 | loss: 0.0311868 | val_loss: 0.0312003 | Time: 3294.69 ms [2021-01-22 01:57:55 main:574] : INFO : Epoch 629 | loss: 0.0311886 | val_loss: 0.0311988 | Time: 2504.27 ms [2021-01-22 01:57:57 main:574] : INFO : Epoch 630 | loss: 0.031188 | val_loss: 0.0311992 | Time: 2526.64 ms [2021-01-22 01:58:00 main:574] : INFO : Epoch 631 | loss: 0.0311858 | val_loss: 0.0312031 | Time: 2584.96 ms [2021-01-22 01:58:03 main:574] : INFO : Epoch 632 | loss: 0.0311887 | val_loss: 0.0312008 | Time: 2490.49 ms [2021-01-22 01:58:05 main:574] : INFO : Epoch 633 | loss: 0.0311889 | val_loss: 0.0312001 | Time: 2457.53 ms [2021-01-22 01:58:08 main:574] : INFO : Epoch 634 | loss: 0.0311876 | val_loss: 0.0311994 | Time: 2627.28 ms [2021-01-22 01:58:10 main:574] : INFO : Epoch 635 | loss: 0.0311885 | val_loss: 0.0311985 | Time: 2529.06 ms [2021-01-22 01:58:13 main:574] : INFO : Epoch 636 | loss: 0.0311866 | val_loss: 0.0311997 | Time: 2537.25 ms [2021-01-22 01:58:16 main:574] : INFO : Epoch 637 | loss: 0.0311877 | val_loss: 0.0312037 | Time: 2556.66 ms [2021-01-22 01:58:18 main:574] : INFO : Epoch 638 | loss: 0.0311873 | val_loss: 0.0311976 | Time: 2607.31 ms [2021-01-22 01:58:21 main:574] : INFO : Epoch 639 | loss: 0.0311857 | val_loss: 0.0312005 | Time: 2655.01 ms [2021-01-22 01:58:24 main:574] : INFO : Epoch 640 | loss: 0.0311876 | val_loss: 0.0311992 | Time: 2521.48 ms [2021-01-22 01:58:26 main:574] : INFO : Epoch 641 | loss: 0.0311883 | val_loss: 0.0312021 | Time: 2557.21 ms [2021-01-22 01:58:29 main:574] : INFO : Epoch 642 | loss: 0.0311862 | val_loss: 0.0312018 | Time: 2553.09 ms [2021-01-22 01:58:31 main:574] : INFO : Epoch 643 | loss: 0.0311872 | val_loss: 0.0311993 | Time: 2492.98 ms [2021-01-22 01:58:34 main:574] : INFO : Epoch 644 | loss: 0.0311867 | val_loss: 0.0312021 | Time: 2573.6 ms [2021-01-22 01:58:36 main:574] : INFO : Epoch 645 | loss: 0.031186 | val_loss: 0.0311979 | Time: 2410.84 ms [2021-01-22 01:58:39 main:574] : INFO : Epoch 646 | loss: 0.0311866 | val_loss: 0.0312037 | Time: 2446.08 ms [2021-01-22 01:58:42 main:574] : INFO : Epoch 647 | loss: 0.0311897 | val_loss: 0.0312018 | Time: 2539.69 ms [2021-01-22 01:58:44 main:574] : INFO : Epoch 648 | loss: 0.0311891 | val_loss: 0.0311988 | Time: 2494.8 ms [2021-01-22 01:58:47 main:574] : INFO : Epoch 649 | loss: 0.031186 | val_loss: 0.0312003 | Time: 2507.38 ms [2021-01-22 01:58:49 main:574] : INFO : Epoch 650 | loss: 0.0311898 | val_loss: 0.0312012 | Time: 2497.64 ms [2021-01-22 01:58:52 main:574] : INFO : Epoch 651 | loss: 0.0311876 | val_loss: 0.0312051 | Time: 2547.23 ms [2021-01-22 01:58:54 main:574] : INFO : Epoch 652 | loss: 0.0311906 | val_loss: 0.0311997 | Time: 2497.09 ms [2021-01-22 01:58:57 main:574] : INFO : Epoch 653 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 2465.21 ms [2021-01-22 01:59:00 main:574] : INFO : Epoch 654 | loss: 0.0311868 | val_loss: 0.0311989 | Time: 2580.2 ms [2021-01-22 01:59:02 main:574] : INFO : Epoch 655 | loss: 0.0311856 | val_loss: 0.0311999 | Time: 2500.06 ms [2021-01-22 01:59:05 main:574] : INFO : Epoch 656 | loss: 0.0311876 | val_loss: 0.0311989 | Time: 2534.51 ms [2021-01-22 01:59:07 main:574] : INFO : Epoch 657 | loss: 0.0311877 | val_loss: 0.031202 | Time: 2495.02 ms [2021-01-22 01:59:10 main:574] : INFO : Epoch 658 | loss: 0.0311865 | val_loss: 0.0311992 | Time: 2484.13 ms [2021-01-22 01:59:12 main:574] : INFO : Epoch 659 | loss: 0.031186 | val_loss: 0.0312052 | Time: 2479.58 ms [2021-01-22 01:59:15 main:574] : INFO : Epoch 660 | loss: 0.0311876 | val_loss: 0.0311989 | Time: 2505.68 ms [2021-01-22 01:59:17 main:574] : INFO : Epoch 661 | loss: 0.0311847 | val_loss: 0.0312006 | Time: 2503.41 ms [2021-01-22 01:59:20 main:574] : INFO : Epoch 662 | loss: 0.0311859 | val_loss: 0.0312047 | Time: 2562.79 ms [2021-01-22 01:59:23 main:574] : INFO : Epoch 663 | loss: 0.0311858 | val_loss: 0.0311996 | Time: 2496.98 ms [2021-01-22 01:59:25 main:574] : INFO : Epoch 664 | loss: 0.0311848 | val_loss: 0.0311977 | Time: 2490 ms [2021-01-22 01:59:28 main:574] : INFO : Epoch 665 | loss: 0.0311853 | val_loss: 0.0311988 | Time: 2554.45 ms [2021-01-22 01:59:30 main:574] : INFO : Epoch 666 | loss: 0.031185 | val_loss: 0.0312007 | Time: 2637.46 ms [2021-01-22 01:59:33 main:574] : INFO : Epoch 667 | loss: 0.0311858 | val_loss: 0.031199 | Time: 2614.02 ms [2021-01-22 01:59:36 main:574] : INFO : Epoch 668 | loss: 0.0311851 | val_loss: 0.0311991 | Time: 2562.76 ms [2021-01-22 01:59:38 main:574] : INFO : Epoch 669 | loss: 0.0311857 | val_loss: 0.0311996 | Time: 2651.31 ms [2021-01-22 01:59:41 main:574] : INFO : Epoch 670 | loss: 0.0311843 | val_loss: 0.031198 | Time: 2632.31 ms [2021-01-22 01:59:44 main:574] : INFO : Epoch 671 | loss: 0.0311851 | val_loss: 0.0311973 | Time: 2479.48 ms [2021-01-22 01:59:46 main:574] : INFO : Epoch 672 | loss: 0.0311868 | val_loss: 0.0312021 | Time: 2560.96 ms [2021-01-22 01:59:49 main:574] : INFO : Epoch 673 | loss: 0.0311903 | val_loss: 0.0311988 | Time: 2462.41 ms [2021-01-22 01:59:51 main:574] : INFO : Epoch 674 | loss: 0.031187 | val_loss: 0.0312021 | Time: 2540.81 ms [2021-01-22 01:59:54 main:574] : INFO : Epoch 675 | loss: 0.0311894 | val_loss: 0.0311999 | Time: 2441.25 ms [2021-01-22 01:59:56 main:574] : INFO : Epoch 676 | loss: 0.0311879 | val_loss: 0.0312001 | Time: 2496.27 ms [2021-01-22 01:59:59 main:574] : INFO : Epoch 677 | loss: 0.0311869 | val_loss: 0.0311976 | Time: 2462.6 ms [2021-01-22 02:00:01 main:574] : INFO : Epoch 678 | loss: 0.0311887 | val_loss: 0.0312023 | Time: 2504.56 ms [2021-01-22 02:00:04 main:574] : INFO : Epoch 679 | loss: 0.0311873 | val_loss: 0.0312009 | Time: 2483.75 ms [2021-01-22 02:00:06 main:574] : INFO : Epoch 680 | loss: 0.0311873 | val_loss: 0.0311976 | Time: 2445.65 ms [2021-01-22 02:00:09 main:574] : INFO : Epoch 681 | loss: 0.0311892 | val_loss: 0.0311993 | Time: 2471.43 ms [2021-01-22 02:00:12 main:574] : INFO : Epoch 682 | loss: 0.031188 | val_loss: 0.0311977 | Time: 2517.98 ms [2021-01-22 02:00:14 main:574] : INFO : Epoch 683 | loss: 0.0311877 | val_loss: 0.0311994 | Time: 2445.63 ms [2021-01-22 02:00:17 main:574] : INFO : Epoch 684 | loss: 0.0311867 | val_loss: 0.0312035 | Time: 2440.84 ms [2021-01-22 02:00:19 main:574] : INFO : Epoch 685 | loss: 0.0311861 | val_loss: 0.0312002 | Time: 2604.21 ms [2021-01-22 02:00:22 main:574] : INFO : Epoch 686 | loss: 0.0311871 | val_loss: 0.031199 | Time: 2542.11 ms [2021-01-22 02:00:25 main:574] : INFO : Epoch 687 | loss: 0.0311911 | val_loss: 0.0311992 | Time: 2608.79 ms [2021-01-22 02:00:27 main:574] : INFO : Epoch 688 | loss: 0.0311902 | val_loss: 0.0311994 | Time: 2529.03 ms [2021-01-22 02:00:30 main:574] : INFO : Epoch 689 | loss: 0.0311884 | val_loss: 0.0311997 | Time: 2535.73 ms [2021-01-22 02:00:32 main:574] : INFO : Epoch 690 | loss: 0.0311884 | val_loss: 0.0311978 | Time: 2535.37 ms [2021-01-22 02:00:35 main:574] : INFO : Epoch 691 | loss: 0.0311899 | val_loss: 0.0311988 | Time: 2567.5 ms [2021-01-22 02:00:38 main:574] : INFO : Epoch 692 | loss: 0.0311929 | val_loss: 0.0311982 | Time: 2585.19 ms [2021-01-22 02:00:40 main:574] : INFO : Epoch 693 | loss: 0.031189 | val_loss: 0.0312004 | Time: 2570.22 ms [2021-01-22 02:00:43 main:574] : INFO : Epoch 694 | loss: 0.0311882 | val_loss: 0.0311982 | Time: 2475.66 ms [2021-01-22 02:00:45 main:574] : INFO : Epoch 695 | loss: 0.031188 | val_loss: 0.0311997 | Time: 2450.75 ms [2021-01-22 02:00:48 main:574] : INFO : Epoch 696 | loss: 0.0311873 | val_loss: 0.0312013 | Time: 2554.44 ms [2021-01-22 02:00:50 main:574] : INFO : Epoch 697 | loss: 0.0311871 | val_loss: 0.0311977 | Time: 2521.04 ms [2021-01-22 02:00:53 main:574] : INFO : Epoch 698 | loss: 0.0311867 | val_loss: 0.0311994 | Time: 2566.38 ms [2021-01-22 02:00:56 main:574] : INFO : Epoch 699 | loss: 0.0311932 | val_loss: 0.0312019 | Time: 2517.77 ms [2021-01-22 02:00:58 main:574] : INFO : Epoch 700 | loss: 0.0311953 | val_loss: 0.0312017 | Time: 2633.94 ms [2021-01-22 02:01:01 main:574] : INFO : Epoch 701 | loss: 0.0311937 | val_loss: 0.0311982 | Time: 2594.76 ms [2021-01-22 02:01:03 main:574] : INFO : Epoch 702 | loss: 0.0311926 | val_loss: 0.031197 | Time: 2605.55 ms [2021-01-22 02:01:06 main:574] : INFO : Epoch 703 | loss: 0.0311907 | val_loss: 0.0311977 | Time: 2535.8 ms [2021-01-22 02:01:09 main:574] : INFO : Epoch 704 | loss: 0.0311929 | val_loss: 0.0312038 | Time: 2487.18 ms [2021-01-22 02:01:11 main:574] : INFO : Epoch 705 | loss: 0.0311918 | val_loss: 0.0311985 | Time: 2457.64 ms [2021-01-22 02:01:14 main:574] : INFO : Epoch 706 | loss: 0.0311906 | val_loss: 0.0311986 | Time: 2562.87 ms [2021-01-22 02:01:16 main:574] : INFO : Epoch 707 | loss: 0.0311899 | val_loss: 0.0312006 | Time: 2533.27 ms [2021-01-22 02:01:19 main:574] : INFO : Epoch 708 | loss: 0.0311922 | val_loss: 0.0312013 | Time: 2577.88 ms [2021-01-22 02:01:21 main:574] : INFO : Epoch 709 | loss: 0.0311951 | val_loss: 0.031202 | Time: 2448.06 ms [2021-01-22 02:01:24 main:574] : INFO : Epoch 710 | loss: 0.0311951 | val_loss: 0.031203 | Time: 2489.34 ms [2021-01-22 02:01:27 main:574] : INFO : Epoch 711 | loss: 0.0311944 | val_loss: 0.0312025 | Time: 2539.04 ms [2021-01-22 02:01:29 main:574] : INFO : Epoch 712 | loss: 0.0311946 | val_loss: 0.0312008 | Time: 2396.22 ms [2021-01-22 02:01:32 main:574] : INFO : Epoch 713 | loss: 0.0311929 | val_loss: 0.031202 | Time: 2482.73 ms [2021-01-22 02:01:34 main:574] : INFO : Epoch 714 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 2501.4 ms [2021-01-22 02:01:37 main:574] : INFO : Epoch 715 | loss: 0.0311928 | val_loss: 0.0312015 | Time: 2484.15 ms [2021-01-22 02:01:39 main:574] : INFO : Epoch 716 | loss: 0.0311914 | val_loss: 0.0312096 | Time: 2471.15 ms [2021-01-22 02:01:42 main:574] : INFO : Epoch 717 | loss: 0.0311953 | val_loss: 0.0312051 | Time: 2493.09 ms [2021-01-22 02:01:44 main:574] : INFO : Epoch 718 | loss: 0.0311963 | val_loss: 0.0312024 | Time: 2463.61 ms [2021-01-22 02:01:47 main:574] : INFO : Epoch 719 | loss: 0.0311918 | val_loss: 0.0312004 | Time: 2570.38 ms [2021-01-22 02:01:49 main:574] : INFO : Epoch 720 | loss: 0.0311908 | val_loss: 0.0312006 | Time: 2514.94 ms [2021-01-22 02:01:52 main:574] : INFO : Epoch 721 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 2512.73 ms [2021-01-22 02:01:55 main:574] : INFO : Epoch 722 | loss: 0.03119 | val_loss: 0.0312001 | Time: 2579.22 ms [2021-01-22 02:01:57 main:574] : INFO : Epoch 723 | loss: 0.0311896 | val_loss: 0.0312028 | Time: 2559.08 ms [2021-01-22 02:02:00 main:574] : INFO : Epoch 724 | loss: 0.0311901 | val_loss: 0.0312028 | Time: 2560.64 ms [2021-01-22 02:02:02 main:574] : INFO : Epoch 725 | loss: 0.0311936 | val_loss: 0.0311998 | Time: 2516.23 ms [2021-01-22 02:02:05 main:574] : INFO : Epoch 726 | loss: 0.0311904 | val_loss: 0.0311997 | Time: 2647.1 ms [2021-01-22 02:02:08 main:574] : INFO : Epoch 727 | loss: 0.0311923 | val_loss: 0.031207 | Time: 2439.94 ms [2021-01-22 02:02:10 main:574] : INFO : Epoch 728 | loss: 0.0311915 | val_loss: 0.0312022 | Time: 2542.4 ms [2021-01-22 02:02:13 main:574] : INFO : Epoch 729 | loss: 0.0311903 | val_loss: 0.0311991 | Time: 2542.06 ms [2021-01-22 02:02:15 main:574] : INFO : Epoch 730 | loss: 0.0311943 | val_loss: 0.0312047 | Time: 2520.66 ms [2021-01-22 02:02:18 main:574] : INFO : Epoch 731 | loss: 0.0311939 | val_loss: 0.0312031 | Time: 2541.4 ms [2021-01-22 02:02:21 main:574] : INFO : Epoch 732 | loss: 0.0311931 | val_loss: 0.0312033 | Time: 2555.4 ms [2021-01-22 02:02:23 main:574] : INFO : Epoch 733 | loss: 0.0311924 | val_loss: 0.0312032 | Time: 2419.25 ms [2021-01-22 02:02:26 main:574] : INFO : Epoch 734 | loss: 0.031192 | val_loss: 0.031202 | Time: 2559.44 ms [2021-01-22 02:02:28 main:574] : INFO : Epoch 735 | loss: 0.0311918 | val_loss: 0.0312037 | Time: 2596.79 ms [2021-01-22 02:02:31 main:574] : INFO : Epoch 736 | loss: 0.0311914 | val_loss: 0.0312006 | Time: 2625.51 ms [2021-01-22 02:02:34 main:574] : INFO : Epoch 737 | loss: 0.0311912 | val_loss: 0.0312033 | Time: 2612.18 ms [2021-01-22 02:02:36 main:574] : INFO : Epoch 738 | loss: 0.0311911 | val_loss: 0.0312005 | Time: 2641.3 ms [2021-01-22 02:02:39 main:574] : INFO : Epoch 739 | loss: 0.0311928 | val_loss: 0.0312056 | Time: 2533.18 ms [2021-01-22 02:02:41 main:574] : INFO : Epoch 740 | loss: 0.0311927 | val_loss: 0.0312014 | Time: 2556.54 ms [2021-01-22 02:02:44 main:574] : INFO : Epoch 741 | loss: 0.0311923 | val_loss: 0.0312043 | Time: 2428.86 ms [2021-01-22 02:02:46 main:574] : INFO : Epoch 742 | loss: 0.0311906 | val_loss: 0.0312009 | Time: 2498.65 ms [2021-01-22 02:02:49 main:574] : INFO : Epoch 743 | loss: 0.0311912 | val_loss: 0.0312057 | Time: 2617.34 ms [2021-01-22 02:02:52 main:574] : INFO : Epoch 744 | loss: 0.0311918 | val_loss: 0.0311999 | Time: 2558.24 ms [2021-01-22 02:02:54 main:574] : INFO : Epoch 745 | loss: 0.0311966 | val_loss: 0.0312167 | Time: 2537.8 ms [2021-01-22 02:02:57 main:574] : INFO : Epoch 746 | loss: 0.0312086 | val_loss: 0.0312075 | Time: 2605.07 ms [2021-01-22 02:02:59 main:574] : INFO : Epoch 747 | loss: 0.0312043 | val_loss: 0.0312086 | Time: 2461.81 ms [2021-01-22 02:03:02 main:574] : INFO : Epoch 748 | loss: 0.0312005 | val_loss: 0.0312027 | Time: 2515.88 ms [2021-01-22 02:03:05 main:574] : INFO : Epoch 749 | loss: 0.0311984 | val_loss: 0.0312024 | Time: 2491.22 ms [2021-01-22 02:03:07 main:574] : INFO : Epoch 750 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 2473.25 ms [2021-01-22 02:03:10 main:574] : INFO : Epoch 751 | loss: 0.0311971 | val_loss: 0.0312023 | Time: 2586.15 ms [2021-01-22 02:03:12 main:574] : INFO : Epoch 752 | loss: 0.0311975 | val_loss: 0.0312065 | Time: 2526.19 ms [2021-01-22 02:03:15 main:574] : INFO : Epoch 753 | loss: 0.0311985 | val_loss: 0.0312013 | Time: 2532.27 ms [2021-01-22 02:03:18 main:574] : INFO : Epoch 754 | loss: 0.0311968 | val_loss: 0.0312007 | Time: 2526.71 ms [2021-01-22 02:03:20 main:574] : INFO : Epoch 755 | loss: 0.0311947 | val_loss: 0.0312002 | Time: 2544.65 ms [2021-01-22 02:03:23 main:574] : INFO : Epoch 756 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 2475.52 ms [2021-01-22 02:03:25 main:574] : INFO : Epoch 757 | loss: 0.0311956 | val_loss: 0.0312009 | Time: 2481.85 ms [2021-01-22 02:03:28 main:574] : INFO : Epoch 758 | loss: 0.031195 | val_loss: 0.0312032 | Time: 2459.5 ms [2021-01-22 02:03:30 main:574] : INFO : Epoch 759 | loss: 0.0311942 | val_loss: 0.0312 | Time: 2526.48 ms [2021-01-22 02:03:33 main:574] : INFO : Epoch 760 | loss: 0.0311937 | val_loss: 0.0312027 | Time: 2433.72 ms [2021-01-22 02:03:35 main:574] : INFO : Epoch 761 | loss: 0.0311955 | val_loss: 0.0312 | Time: 2563.6 ms [2021-01-22 02:03:38 main:574] : INFO : Epoch 762 | loss: 0.0311948 | val_loss: 0.0312005 | Time: 2542.51 ms [2021-01-22 02:03:41 main:574] : INFO : Epoch 763 | loss: 0.0311939 | val_loss: 0.0311988 | Time: 2532.34 ms [2021-01-22 02:03:43 main:574] : INFO : Epoch 764 | loss: 0.0311934 | val_loss: 0.0311999 | Time: 2542.38 ms [2021-01-22 02:03:46 main:574] : INFO : Epoch 765 | loss: 0.0311937 | val_loss: 0.0311991 | Time: 2594.99 ms [2021-01-22 02:03:49 main:574] : INFO : Epoch 766 | loss: 0.0311941 | val_loss: 0.0312027 | Time: 2536.88 ms [2021-01-22 02:03:51 main:574] : INFO : Epoch 767 | loss: 0.0311934 | val_loss: 0.0311992 | Time: 2479.51 ms [2021-01-22 02:03:54 main:574] : INFO : Epoch 768 | loss: 0.0311932 | val_loss: 0.0311993 | Time: 2567.62 ms [2021-01-22 02:03:56 main:574] : INFO : Epoch 769 | loss: 0.0311928 | val_loss: 0.0311986 | Time: 2489.38 ms [2021-01-22 02:03:59 main:574] : INFO : Epoch 770 | loss: 0.0311931 | val_loss: 0.031204 | Time: 2561.75 ms [2021-01-22 02:04:01 main:574] : INFO : Epoch 771 | loss: 0.0311948 | val_loss: 0.0311986 | Time: 2520.79 ms [2021-01-22 02:04:04 main:574] : INFO : Epoch 772 | loss: 0.0311921 | val_loss: 0.0312022 | Time: 2505.85 ms [2021-01-22 02:04:07 main:574] : INFO : Epoch 773 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 2545.37 ms [2021-01-22 02:04:09 main:574] : INFO : Epoch 774 | loss: 0.0311931 | val_loss: 0.0312019 | Time: 2527.15 ms [2021-01-22 02:04:12 main:574] : INFO : Epoch 775 | loss: 0.0311978 | val_loss: 0.0312043 | Time: 2438.62 ms [2021-01-22 02:04:14 main:574] : INFO : Epoch 776 | loss: 0.0312022 | val_loss: 0.0312085 | Time: 2514.22 ms [2021-01-22 02:04:17 main:574] : INFO : Epoch 777 | loss: 0.031198 | val_loss: 0.0312058 | Time: 2470.04 ms [2021-01-22 02:04:19 main:574] : INFO : Epoch 778 | loss: 0.0311945 | val_loss: 0.0312018 | Time: 2463.1 ms [2021-01-22 02:04:22 main:574] : INFO : Epoch 779 | loss: 0.0311952 | val_loss: 0.0312086 | Time: 2427.72 ms [2021-01-22 02:04:24 main:574] : INFO : Epoch 780 | loss: 0.0311949 | val_loss: 0.0312028 | Time: 2452.73 ms [2021-01-22 02:04:27 main:574] : INFO : Epoch 781 | loss: 0.0311929 | val_loss: 0.0311984 | Time: 2514.76 ms [2021-01-22 02:04:29 main:574] : INFO : Epoch 782 | loss: 0.0311918 | val_loss: 0.0311988 | Time: 2535.62 ms [2021-01-22 02:04:32 main:574] : INFO : Epoch 783 | loss: 0.0311923 | val_loss: 0.0312022 | Time: 2597.09 ms [2021-01-22 02:04:35 main:574] : INFO : Epoch 784 | loss: 0.0311919 | val_loss: 0.0311984 | Time: 2497.95 ms [2021-01-22 02:04:37 main:574] : INFO : Epoch 785 | loss: 0.0311912 | val_loss: 0.0311989 | Time: 2498.53 ms [2021-01-22 02:04:40 main:574] : INFO : Epoch 786 | loss: 0.031191 | val_loss: 0.0312029 | Time: 2462.55 ms [2021-01-22 02:04:42 main:574] : INFO : Epoch 787 | loss: 0.0311914 | val_loss: 0.0312 | Time: 2505.02 ms [2021-01-22 02:04:45 main:574] : INFO : Epoch 788 | loss: 0.0311939 | val_loss: 0.031199 | Time: 2639.23 ms [2021-01-22 02:04:48 main:574] : INFO : Epoch 789 | loss: 0.0311919 | val_loss: 0.0312012 | Time: 2528.43 ms [2021-01-22 02:04:50 main:574] : INFO : Epoch 790 | loss: 0.0311934 | val_loss: 0.0312008 | Time: 2578.42 ms [2021-01-22 02:04:53 main:574] : INFO : Epoch 791 | loss: 0.0311931 | val_loss: 0.0311999 | Time: 2522.21 ms [2021-01-22 02:04:55 main:574] : INFO : Epoch 792 | loss: 0.0311921 | val_loss: 0.031198 | Time: 2586.56 ms [2021-01-22 02:04:58 main:574] : INFO : Epoch 793 | loss: 0.0311922 | val_loss: 0.0311985 | Time: 2558.81 ms [2021-01-22 02:05:01 main:574] : INFO : Epoch 794 | loss: 0.0311916 | val_loss: 0.0312003 | Time: 2618.37 ms [2021-01-22 02:05:03 main:574] : INFO : Epoch 795 | loss: 0.0311936 | val_loss: 0.0312004 | Time: 2442.49 ms [2021-01-22 02:05:06 main:574] : INFO : Epoch 796 | loss: 0.0311914 | val_loss: 0.0312002 | Time: 2576.37 ms [2021-01-22 02:05:09 main:574] : INFO : Epoch 797 | loss: 0.031193 | val_loss: 0.0311987 | Time: 2598.64 ms [2021-01-22 02:05:11 main:574] : INFO : Epoch 798 | loss: 0.0311928 | val_loss: 0.031203 | Time: 2524.71 ms [2021-01-22 02:05:14 main:574] : INFO : Epoch 799 | loss: 0.0311936 | val_loss: 0.0312035 | Time: 2435.03 ms [2021-01-22 02:05:16 main:574] : INFO : Epoch 800 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 2510.26 ms [2021-01-22 02:05:19 main:574] : INFO : Epoch 801 | loss: 0.0311921 | val_loss: 0.0312002 | Time: 2560.16 ms [2021-01-22 02:05:21 main:574] : INFO : Epoch 802 | loss: 0.0311911 | val_loss: 0.0312027 | Time: 2558.72 ms [2021-01-22 02:05:24 main:574] : INFO : Epoch 803 | loss: 0.0311973 | val_loss: 0.0312025 | Time: 2636.93 ms [2021-01-22 02:05:27 main:574] : INFO : Epoch 804 | loss: 0.0311962 | val_loss: 0.0312018 | Time: 2486.59 ms [2021-01-22 02:05:29 main:574] : INFO : Epoch 805 | loss: 0.0311951 | val_loss: 0.0312019 | Time: 2539.36 ms [2021-01-22 02:05:32 main:574] : INFO : Epoch 806 | loss: 0.0311962 | val_loss: 0.031201 | Time: 2620.87 ms [2021-01-22 02:05:34 main:574] : INFO : Epoch 807 | loss: 0.0311939 | val_loss: 0.0311995 | Time: 2437.18 ms [2021-01-22 02:05:37 main:574] : INFO : Epoch 808 | loss: 0.0311924 | val_loss: 0.0311991 | Time: 2641.45 ms [2021-01-22 02:05:40 main:574] : INFO : Epoch 809 | loss: 0.0311942 | val_loss: 0.0312025 | Time: 2509.21 ms [2021-01-22 02:05:42 main:574] : INFO : Epoch 810 | loss: 0.0311989 | val_loss: 0.0312014 | Time: 2418.26 ms [2021-01-22 02:05:45 main:574] : INFO : Epoch 811 | loss: 0.0311965 | val_loss: 0.0312004 | Time: 2557.58 ms [2021-01-22 02:05:47 main:574] : INFO : Epoch 812 | loss: 0.0311973 | val_loss: 0.0312033 | Time: 2494.61 ms [2021-01-22 02:05:50 main:574] : INFO : Epoch 813 | loss: 0.0311979 | val_loss: 0.0312023 | Time: 2499.45 ms [2021-01-22 02:05:52 main:574] : INFO : Epoch 814 | loss: 0.0311956 | val_loss: 0.0312003 | Time: 2482.12 ms [2021-01-22 02:05:55 main:574] : INFO : Epoch 815 | loss: 0.0311942 | val_loss: 0.0311984 | Time: 2550.53 ms [2021-01-22 02:05:58 main:574] : INFO : Epoch 816 | loss: 0.0311922 | val_loss: 0.0311965 | Time: 2523.42 ms [2021-01-22 02:06:00 main:574] : INFO : Epoch 817 | loss: 0.0311911 | val_loss: 0.0311958 | Time: 2548.36 ms [2021-01-22 02:06:03 main:574] : INFO : Epoch 818 | loss: 0.0311909 | val_loss: 0.031195 | Time: 2605.75 ms [2021-01-22 02:06:05 main:574] : INFO : Epoch 819 | loss: 0.0311904 | val_loss: 0.031196 | Time: 2579.13 ms [2021-01-22 02:06:08 main:574] : INFO : Epoch 820 | loss: 0.0314896 | val_loss: 0.0337335 | Time: 2541.95 ms [2021-01-22 02:06:11 main:574] : INFO : Epoch 821 | loss: 0.049605 | val_loss: 0.0336796 | Time: 2524.75 ms [2021-01-22 02:06:13 main:574] : INFO : Epoch 822 | loss: 0.0322423 | val_loss: 0.0317054 | Time: 2497.17 ms [2021-01-22 02:06:16 main:574] : INFO : Epoch 823 | loss: 0.031449 | val_loss: 0.0313061 | Time: 2602.95 ms [2021-01-22 02:06:18 main:574] : INFO : Epoch 824 | loss: 0.0312899 | val_loss: 0.0312593 | Time: 2520.69 ms [2021-01-22 02:06:21 main:574] : INFO : Epoch 825 | loss: 0.0312523 | val_loss: 0.0312443 | Time: 2488.85 ms [2021-01-22 02:06:24 main:574] : INFO : Epoch 826 | loss: 0.03124 | val_loss: 0.0312346 | Time: 2577.27 ms [2021-01-22 02:06:26 main:574] : INFO : Epoch 827 | loss: 0.0312322 | val_loss: 0.031229 | Time: 2533.11 ms [2021-01-22 02:06:29 main:574] : INFO : Epoch 828 | loss: 0.0312278 | val_loss: 0.0312255 | Time: 2616.67 ms [2021-01-22 02:06:31 main:574] : INFO : Epoch 829 | loss: 0.0312249 | val_loss: 0.031224 | Time: 2513.14 ms [2021-01-22 02:06:34 main:574] : INFO : Epoch 830 | loss: 0.0312222 | val_loss: 0.0312201 | Time: 2452.6 ms [2021-01-22 02:06:37 main:574] : INFO : Epoch 831 | loss: 0.0312162 | val_loss: 0.0312151 | Time: 2561.42 ms [2021-01-22 02:06:39 main:574] : INFO : Epoch 832 | loss: 0.0312129 | val_loss: 0.0312125 | Time: 2554.64 ms [2021-01-22 02:06:42 main:574] : INFO : Epoch 833 | loss: 0.0312105 | val_loss: 0.0312104 | Time: 2592.96 ms [2021-01-22 02:06:44 main:574] : INFO : Epoch 834 | loss: 0.0312063 | val_loss: 0.0312074 | Time: 2542.31 ms [2021-01-22 02:06:47 main:574] : INFO : Epoch 835 | loss: 0.0312013 | val_loss: 0.0312027 | Time: 2466.49 ms [2021-01-22 02:06:49 main:574] : INFO : Epoch 836 | loss: 0.0312012 | val_loss: 0.0312037 | Time: 2551.65 ms [2021-01-22 02:06:52 main:574] : INFO : Epoch 837 | loss: 0.031203 | val_loss: 0.0312025 | Time: 2582.47 ms [2021-01-22 02:06:55 main:574] : INFO : Epoch 838 | loss: 0.0312014 | val_loss: 0.0312008 | Time: 2517.22 ms [2021-01-22 02:06:57 main:574] : INFO : Epoch 839 | loss: 0.0312 | val_loss: 0.0311994 | Time: 2565.27 ms [2021-01-22 02:07:00 main:574] : INFO : Epoch 840 | loss: 0.0311991 | val_loss: 0.0311984 | Time: 2542.36 ms [2021-01-22 02:07:02 main:574] : INFO : Epoch 841 | loss: 0.0311982 | val_loss: 0.0311973 | Time: 2564.47 ms [2021-01-22 02:07:05 main:574] : INFO : Epoch 842 | loss: 0.0311979 | val_loss: 0.0311976 | Time: 2499.22 ms [2021-01-22 02:07:08 main:574] : INFO : Epoch 843 | loss: 0.0311978 | val_loss: 0.0311968 | Time: 2463.56 ms [2021-01-22 02:07:10 main:574] : INFO : Epoch 844 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 2502.88 ms [2021-01-22 02:07:13 main:574] : INFO : Epoch 845 | loss: 0.0311972 | val_loss: 0.0311957 | Time: 2508.05 ms [2021-01-22 02:07:15 main:574] : INFO : Epoch 846 | loss: 0.0311965 | val_loss: 0.0311962 | Time: 2464.16 ms [2021-01-22 02:07:18 main:574] : INFO : Epoch 847 | loss: 0.0311963 | val_loss: 0.0311967 | Time: 2497.88 ms [2021-01-22 02:07:20 main:574] : INFO : Epoch 848 | loss: 0.0311959 | val_loss: 0.0311959 | Time: 2488.3 ms [2021-01-22 02:07:23 main:574] : INFO : Epoch 849 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 2397.2 ms [2021-01-22 02:07:25 main:574] : INFO : Epoch 850 | loss: 0.0311957 | val_loss: 0.031196 | Time: 2569.84 ms [2021-01-22 02:07:28 main:574] : INFO : Epoch 851 | loss: 0.0311957 | val_loss: 0.0311954 | Time: 2506.28 ms [2021-01-22 02:07:31 main:574] : INFO : Epoch 852 | loss: 0.0311956 | val_loss: 0.0311951 | Time: 2607.1 ms [2021-01-22 02:07:33 main:574] : INFO : Epoch 853 | loss: 0.0311957 | val_loss: 0.0311953 | Time: 2483.7 ms [2021-01-22 02:07:36 main:574] : INFO : Epoch 854 | loss: 0.0311953 | val_loss: 0.0311959 | Time: 2539.15 ms [2021-01-22 02:07:39 main:574] : INFO : Epoch 855 | loss: 0.0311954 | val_loss: 0.0311952 | Time: 2554.64 ms [2021-01-22 02:07:41 main:574] : INFO : Epoch 856 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 2643.25 ms [2021-01-22 02:07:44 main:574] : INFO : Epoch 857 | loss: 0.031196 | val_loss: 0.0311955 | Time: 2456.76 ms [2021-01-22 02:07:46 main:574] : INFO : Epoch 858 | loss: 0.0311959 | val_loss: 0.0311953 | Time: 2572.11 ms [2021-01-22 02:07:49 main:574] : INFO : Epoch 859 | loss: 0.0311948 | val_loss: 0.0311941 | Time: 2487.11 ms [2021-01-22 02:07:51 main:574] : INFO : Epoch 860 | loss: 0.0311941 | val_loss: 0.0311941 | Time: 2493.26 ms [2021-01-22 02:07:54 main:574] : INFO : Epoch 861 | loss: 0.0311945 | val_loss: 0.0311933 | Time: 2650.98 ms [2021-01-22 02:07:57 main:574] : INFO : Epoch 862 | loss: 0.0311938 | val_loss: 0.0311939 | Time: 2410.88 ms [2021-01-22 02:07:59 main:574] : INFO : Epoch 863 | loss: 0.0311937 | val_loss: 0.0311937 | Time: 2521.09 ms [2021-01-22 02:08:02 main:574] : INFO : Epoch 864 | loss: 0.0311936 | val_loss: 0.0311937 | Time: 2564.03 ms [2021-01-22 02:08:04 main:574] : INFO : Epoch 865 | loss: 0.0311938 | val_loss: 0.0311943 | Time: 2487.39 ms [2021-01-22 02:08:07 main:574] : INFO : Epoch 866 | loss: 0.0311933 | val_loss: 0.0311939 | Time: 2451.23 ms [2021-01-22 02:08:09 main:574] : INFO : Epoch 867 | loss: 0.0311938 | val_loss: 0.0311954 | Time: 2500.49 ms [2021-01-22 02:08:12 main:574] : INFO : Epoch 868 | loss: 0.0311931 | val_loss: 0.0311943 | Time: 2537.55 ms [2021-01-22 02:08:15 main:574] : INFO : Epoch 869 | loss: 0.0311928 | val_loss: 0.0311936 | Time: 2545.57 ms [2021-01-22 02:08:17 main:574] : INFO : Epoch 870 | loss: 0.0311932 | val_loss: 0.0311938 | Time: 2531.31 ms [2021-01-22 02:08:20 main:574] : INFO : Epoch 871 | loss: 0.0311936 | val_loss: 0.0311966 | Time: 2527.48 ms [2021-01-22 02:08:22 main:574] : INFO : Epoch 872 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 2501.6 ms [2021-01-22 02:08:25 main:574] : INFO : Epoch 873 | loss: 0.031194 | val_loss: 0.0311932 | Time: 2480.39 ms [2021-01-22 02:08:28 main:574] : INFO : Epoch 874 | loss: 0.031195 | val_loss: 0.0311982 | Time: 2540.29 ms [2021-01-22 02:08:30 main:574] : INFO : Epoch 875 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 2542.17 ms [2021-01-22 02:08:33 main:574] : INFO : Epoch 876 | loss: 0.0311956 | val_loss: 0.0311949 | Time: 2475.19 ms [2021-01-22 02:08:35 main:574] : INFO : Epoch 877 | loss: 0.0311944 | val_loss: 0.0311944 | Time: 2503.99 ms [2021-01-22 02:08:38 main:574] : INFO : Epoch 878 | loss: 0.0311938 | val_loss: 0.031195 | Time: 2558.72 ms [2021-01-22 02:08:40 main:574] : INFO : Epoch 879 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 2472.63 ms [2021-01-22 02:08:43 main:574] : INFO : Epoch 880 | loss: 0.031193 | val_loss: 0.0311947 | Time: 2536.02 ms [2021-01-22 02:08:46 main:574] : INFO : Epoch 881 | loss: 0.0311932 | val_loss: 0.031193 | Time: 2524.17 ms [2021-01-22 02:08:48 main:574] : INFO : Epoch 882 | loss: 0.0311926 | val_loss: 0.031193 | Time: 2594.17 ms [2021-01-22 02:08:51 main:574] : INFO : Epoch 883 | loss: 0.0311915 | val_loss: 0.0311936 | Time: 2471.98 ms [2021-01-22 02:08:53 main:574] : INFO : Epoch 884 | loss: 0.0311914 | val_loss: 0.031193 | Time: 2698.39 ms [2021-01-22 02:08:56 main:574] : INFO : Epoch 885 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 2480.12 ms [2021-01-22 02:08:58 main:574] : INFO : Epoch 886 | loss: 0.0311918 | val_loss: 0.0311943 | Time: 2365.91 ms [2021-01-22 02:09:01 main:574] : INFO : Epoch 887 | loss: 0.0311929 | val_loss: 0.0311924 | Time: 2532.57 ms [2021-01-22 02:09:04 main:574] : INFO : Epoch 888 | loss: 0.0311923 | val_loss: 0.0311928 | Time: 2574.24 ms [2021-01-22 02:09:06 main:574] : INFO : Epoch 889 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 2535.08 ms [2021-01-22 02:09:09 main:574] : INFO : Epoch 890 | loss: 0.0311911 | val_loss: 0.0311918 | Time: 2543.55 ms [2021-01-22 02:09:11 main:574] : INFO : Epoch 891 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 2462.08 ms [2021-01-22 02:09:14 main:574] : INFO : Epoch 892 | loss: 0.0311937 | val_loss: 0.0311941 | Time: 2511.95 ms [2021-01-22 02:09:17 main:574] : INFO : Epoch 893 | loss: 0.0311921 | val_loss: 0.031194 | Time: 2574 ms [2021-01-22 02:09:19 main:574] : INFO : Epoch 894 | loss: 0.031191 | val_loss: 0.0311934 | Time: 2477.38 ms [2021-01-22 02:09:22 main:574] : INFO : Epoch 895 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 2486.97 ms [2021-01-22 02:09:24 main:574] : INFO : Epoch 896 | loss: 0.0311904 | val_loss: 0.0311917 | Time: 2569.73 ms [2021-01-22 02:09:27 main:574] : INFO : Epoch 897 | loss: 0.0311903 | val_loss: 0.0311931 | Time: 2462.64 ms [2021-01-22 02:09:29 main:574] : INFO : Epoch 898 | loss: 0.0311891 | val_loss: 0.0311915 | Time: 2582.04 ms [2021-01-22 02:09:32 main:574] : INFO : Epoch 899 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 2551.42 ms [2021-01-22 02:09:34 main:574] : INFO : Epoch 900 | loss: 0.031188 | val_loss: 0.0311914 | Time: 2425.67 ms [2021-01-22 02:09:37 main:574] : INFO : Epoch 901 | loss: 0.0311877 | val_loss: 0.0311922 | Time: 2520.8 ms [2021-01-22 02:09:40 main:574] : INFO : Epoch 902 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 2605.61 ms [2021-01-22 02:09:42 main:574] : INFO : Epoch 903 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2465.4 ms [2021-01-22 02:09:45 main:574] : INFO : Epoch 904 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 2689.64 ms [2021-01-22 02:09:48 main:574] : INFO : Epoch 905 | loss: 0.031188 | val_loss: 0.0311911 | Time: 2583.91 ms [2021-01-22 02:09:50 main:574] : INFO : Epoch 906 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2600.56 ms [2021-01-22 02:09:53 main:574] : INFO : Epoch 907 | loss: 0.0311873 | val_loss: 0.0311917 | Time: 2475.11 ms [2021-01-22 02:09:55 main:574] : INFO : Epoch 908 | loss: 0.0311867 | val_loss: 0.0311918 | Time: 2453 ms [2021-01-22 02:09:58 main:574] : INFO : Epoch 909 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 2467.28 ms [2021-01-22 02:10:00 main:574] : INFO : Epoch 910 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2525.89 ms [2021-01-22 02:10:03 main:574] : INFO : Epoch 911 | loss: 0.0311864 | val_loss: 0.0311909 | Time: 2598.63 ms [2021-01-22 02:10:06 main:574] : INFO : Epoch 912 | loss: 0.0311861 | val_loss: 0.0311911 | Time: 2645.64 ms [2021-01-22 02:10:08 main:574] : INFO : Epoch 913 | loss: 0.0311876 | val_loss: 0.0311935 | Time: 2636.98 ms [2021-01-22 02:10:11 main:574] : INFO : Epoch 914 | loss: 0.0311877 | val_loss: 0.0311914 | Time: 2469.46 ms [2021-01-22 02:10:14 main:574] : INFO : Epoch 915 | loss: 0.0311865 | val_loss: 0.0311903 | Time: 2648.56 ms [2021-01-22 02:10:16 main:574] : INFO : Epoch 916 | loss: 0.0311866 | val_loss: 0.0311914 | Time: 2633.65 ms [2021-01-22 02:10:19 main:574] : INFO : Epoch 917 | loss: 0.0311864 | val_loss: 0.0311902 | Time: 2623.23 ms [2021-01-22 02:10:22 main:574] : INFO : Epoch 918 | loss: 0.0311864 | val_loss: 0.0311928 | Time: 2608.46 ms [2021-01-22 02:10:24 main:574] : INFO : Epoch 919 | loss: 0.0311865 | val_loss: 0.0311907 | Time: 2530.15 ms [2021-01-22 02:10:27 main:574] : INFO : Epoch 920 | loss: 0.0311884 | val_loss: 0.0311944 | Time: 2494.66 ms [2021-01-22 02:10:29 main:574] : INFO : Epoch 921 | loss: 0.0311881 | val_loss: 0.0311927 | Time: 2565.53 ms [2021-01-22 02:10:32 main:574] : INFO : Epoch 922 | loss: 0.0311874 | val_loss: 0.0311909 | Time: 2546.34 ms [2021-01-22 02:10:34 main:574] : INFO : Epoch 923 | loss: 0.0311865 | val_loss: 0.0311915 | Time: 2502.91 ms [2021-01-22 02:10:37 main:574] : INFO : Epoch 924 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 2565.73 ms [2021-01-22 02:10:40 main:574] : INFO : Epoch 925 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 2539.44 ms [2021-01-22 02:10:42 main:574] : INFO : Epoch 926 | loss: 0.0311867 | val_loss: 0.0311907 | Time: 2400.33 ms [2021-01-22 02:10:45 main:574] : INFO : Epoch 927 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 2498.27 ms [2021-01-22 02:10:47 main:574] : INFO : Epoch 928 | loss: 0.0311862 | val_loss: 0.0311902 | Time: 2565.45 ms [2021-01-22 02:10:50 main:574] : INFO : Epoch 929 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 2494.92 ms [2021-01-22 02:10:52 main:574] : INFO : Epoch 930 | loss: 0.0311867 | val_loss: 0.0311902 | Time: 2556.03 ms [2021-01-22 02:10:55 main:574] : INFO : Epoch 931 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 2546.81 ms [2021-01-22 02:10:58 main:574] : INFO : Epoch 932 | loss: 0.0311852 | val_loss: 0.0311889 | Time: 2491.82 ms [2021-01-22 02:11:00 main:574] : INFO : Epoch 933 | loss: 0.0311849 | val_loss: 0.031189 | Time: 2518.94 ms [2021-01-22 02:11:03 main:574] : INFO : Epoch 934 | loss: 0.0311859 | val_loss: 0.0311895 | Time: 2484.72 ms [2021-01-22 02:11:05 main:574] : INFO : Epoch 935 | loss: 0.0311853 | val_loss: 0.0311889 | Time: 2571 ms [2021-01-22 02:11:08 main:574] : INFO : Epoch 936 | loss: 0.0311848 | val_loss: 0.0311891 | Time: 2467.41 ms [2021-01-22 02:11:10 main:574] : INFO : Epoch 937 | loss: 0.0311848 | val_loss: 0.0311891 | Time: 2446.09 ms [2021-01-22 02:11:13 main:574] : INFO : Epoch 938 | loss: 0.0311923 | val_loss: 0.0312046 | Time: 2450.18 ms [2021-01-22 02:11:16 main:574] : INFO : Epoch 939 | loss: 0.0312037 | val_loss: 0.0312055 | Time: 2553.03 ms [2021-01-22 02:11:18 main:574] : INFO : Epoch 940 | loss: 0.031202 | val_loss: 0.031205 | Time: 2566.45 ms [2021-01-22 02:11:21 main:574] : INFO : Epoch 941 | loss: 0.0312011 | val_loss: 0.0312054 | Time: 2560.3 ms [2021-01-22 02:11:23 main:574] : INFO : Epoch 942 | loss: 0.0312001 | val_loss: 0.031204 | Time: 2607.13 ms [2021-01-22 02:11:26 main:574] : INFO : Epoch 943 | loss: 0.0312004 | val_loss: 0.0312025 | Time: 2519.13 ms [2021-01-22 02:11:29 main:574] : INFO : Epoch 944 | loss: 0.0311985 | val_loss: 0.0312016 | Time: 2591.71 ms [2021-01-22 02:11:31 main:574] : INFO : Epoch 945 | loss: 0.0311983 | val_loss: 0.0312001 | Time: 2628.2 ms [2021-01-22 02:11:34 main:574] : INFO : Epoch 946 | loss: 0.0311981 | val_loss: 0.0311995 | Time: 2545.38 ms [2021-01-22 02:11:37 main:574] : INFO : Epoch 947 | loss: 0.031198 | val_loss: 0.0312024 | Time: 2507.73 ms [2021-01-22 02:11:39 main:574] : INFO : Epoch 948 | loss: 0.031199 | val_loss: 0.0312046 | Time: 2616.56 ms [2021-01-22 02:11:42 main:574] : INFO : Epoch 949 | loss: 0.0311996 | val_loss: 0.0312017 | Time: 2422.13 ms [2021-01-22 02:11:44 main:574] : INFO : Epoch 950 | loss: 0.0311985 | val_loss: 0.0312014 | Time: 2564.79 ms [2021-01-22 02:11:47 main:574] : INFO : Epoch 951 | loss: 0.0311969 | val_loss: 0.0311986 | Time: 2592.07 ms [2021-01-22 02:11:50 main:574] : INFO : Epoch 952 | loss: 0.031196 | val_loss: 0.0311981 | Time: 2631.44 ms [2021-01-22 02:11:52 main:574] : INFO : Epoch 953 | loss: 0.0311951 | val_loss: 0.0311979 | Time: 2499.41 ms [2021-01-22 02:11:55 main:574] : INFO : Epoch 954 | loss: 0.0311954 | val_loss: 0.0311974 | Time: 2599.67 ms [2021-01-22 02:11:57 main:574] : INFO : Epoch 955 | loss: 0.031195 | val_loss: 0.0311972 | Time: 2478.32 ms [2021-01-22 02:12:00 main:574] : INFO : Epoch 956 | loss: 0.0311951 | val_loss: 0.0311986 | Time: 2490.24 ms [2021-01-22 02:12:03 main:574] : INFO : Epoch 957 | loss: 0.0311944 | val_loss: 0.031197 | Time: 2557.92 ms [2021-01-22 02:12:05 main:574] : INFO : Epoch 958 | loss: 0.0311942 | val_loss: 0.0311974 | Time: 2479.19 ms [2021-01-22 02:12:08 main:574] : INFO : Epoch 959 | loss: 0.0311943 | val_loss: 0.0311976 | Time: 2582.13 ms [2021-01-22 02:12:10 main:574] : INFO : Epoch 960 | loss: 0.0311945 | val_loss: 0.0311987 | Time: 2571.82 ms [2021-01-22 02:12:13 main:574] : INFO : Epoch 961 | loss: 0.0311948 | val_loss: 0.0311989 | Time: 2527.06 ms [2021-01-22 02:12:15 main:574] : INFO : Epoch 962 | loss: 0.0311938 | val_loss: 0.0311998 | Time: 2494.3 ms [2021-01-22 02:12:18 main:574] : INFO : Epoch 963 | loss: 0.0311941 | val_loss: 0.0311974 | Time: 2474.52 ms [2021-01-22 02:12:21 main:574] : INFO : Epoch 964 | loss: 0.0311937 | val_loss: 0.0311986 | Time: 2492.58 ms [2021-01-22 02:12:23 main:574] : INFO : Epoch 965 | loss: 0.0311926 | val_loss: 0.0311965 | Time: 2481.16 ms [2021-01-22 02:12:26 main:574] : INFO : Epoch 966 | loss: 0.0311924 | val_loss: 0.0311996 | Time: 2528.13 ms [2021-01-22 02:12:28 main:574] : INFO : Epoch 967 | loss: 0.0311916 | val_loss: 0.0311949 | Time: 2538.53 ms [2021-01-22 02:12:31 main:574] : INFO : Epoch 968 | loss: 0.0311913 | val_loss: 0.0311981 | Time: 2551.02 ms [2021-01-22 02:12:34 main:574] : INFO : Epoch 969 | loss: 0.0311912 | val_loss: 0.0311964 | Time: 2593.92 ms [2021-01-22 02:12:36 main:574] : INFO : Epoch 970 | loss: 0.0311923 | val_loss: 0.0311963 | Time: 2561.11 ms [2021-01-22 02:12:39 main:574] : INFO : Epoch 971 | loss: 0.0311919 | val_loss: 0.0311982 | Time: 2444.01 ms [2021-01-22 02:12:41 main:574] : INFO : Epoch 972 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 2535.61 ms [2021-01-22 02:12:44 main:574] : INFO : Epoch 973 | loss: 0.0311911 | val_loss: 0.0311955 | Time: 2540.31 ms [2021-01-22 02:12:46 main:574] : INFO : Epoch 974 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 2501.5 ms [2021-01-22 02:12:49 main:574] : INFO : Epoch 975 | loss: 0.031191 | val_loss: 0.0311967 | Time: 2548.36 ms [2021-01-22 02:12:52 main:574] : INFO : Epoch 976 | loss: 0.0311904 | val_loss: 0.0311953 | Time: 2567.83 ms [2021-01-22 02:12:54 main:574] : INFO : Epoch 977 | loss: 0.0311892 | val_loss: 0.031195 | Time: 2497.9 ms [2021-01-22 02:12:57 main:574] : INFO : Epoch 978 | loss: 0.0311895 | val_loss: 0.0311941 | Time: 2650.42 ms [2021-01-22 02:12:59 main:574] : INFO : Epoch 979 | loss: 0.0311899 | val_loss: 0.0311953 | Time: 2510.29 ms [2021-01-22 02:13:02 main:574] : INFO : Epoch 980 | loss: 0.0311894 | val_loss: 0.031194 | Time: 2547.03 ms [2021-01-22 02:13:05 main:574] : INFO : Epoch 981 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 2447.79 ms [2021-01-22 02:13:07 main:574] : INFO : Epoch 982 | loss: 0.0311892 | val_loss: 0.0311954 | Time: 2578.98 ms [2021-01-22 02:13:10 main:574] : INFO : Epoch 983 | loss: 0.0311896 | val_loss: 0.0311945 | Time: 2543.46 ms [2021-01-22 02:13:12 main:574] : INFO : Epoch 984 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 2690.04 ms [2021-01-22 02:13:15 main:574] : INFO : Epoch 985 | loss: 0.031189 | val_loss: 0.0311964 | Time: 2626.3 ms [2021-01-22 02:13:18 main:574] : INFO : Epoch 986 | loss: 0.031189 | val_loss: 0.0311944 | Time: 2471.86 ms [2021-01-22 02:13:20 main:574] : INFO : Epoch 987 | loss: 0.0311892 | val_loss: 0.0311958 | Time: 2457.04 ms [2021-01-22 02:13:23 main:574] : INFO : Epoch 988 | loss: 0.0311896 | val_loss: 0.0311952 | Time: 2567.76 ms [2021-01-22 02:13:25 main:574] : INFO : Epoch 989 | loss: 0.0311885 | val_loss: 0.0311953 | Time: 2411.68 ms [2021-01-22 02:13:28 main:574] : INFO : Epoch 990 | loss: 0.0311879 | val_loss: 0.0311937 | Time: 2568.27 ms [2021-01-22 02:13:30 main:574] : INFO : Epoch 991 | loss: 0.0311872 | val_loss: 0.0311943 | Time: 2497.59 ms [2021-01-22 02:13:33 main:574] : INFO : Epoch 992 | loss: 0.0311887 | val_loss: 0.0311968 | Time: 2521.31 ms [2021-01-22 02:13:36 main:574] : INFO : Epoch 993 | loss: 0.0311914 | val_loss: 0.0311948 | Time: 2626.19 ms [2021-01-22 02:13:38 main:574] : INFO : Epoch 994 | loss: 0.0311895 | val_loss: 0.0311929 | Time: 2541.74 ms [2021-01-22 02:13:41 main:574] : INFO : Epoch 995 | loss: 0.031189 | val_loss: 0.0311944 | Time: 2483.53 ms [2021-01-22 02:13:43 main:574] : INFO : Epoch 996 | loss: 0.0311884 | val_loss: 0.0311943 | Time: 2528.71 ms [2021-01-22 02:13:46 main:574] : INFO : Epoch 997 | loss: 0.0311882 | val_loss: 0.0311933 | Time: 2423.01 ms [2021-01-22 02:13:48 main:574] : INFO : Epoch 998 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 2507.92 ms [2021-01-22 02:13:51 main:574] : INFO : Epoch 999 | loss: 0.0311875 | val_loss: 0.0311923 | Time: 2518.86 ms [2021-01-22 02:13:54 main:574] : INFO : Epoch 1000 | loss: 0.0311863 | val_loss: 0.0311917 | Time: 2454.49 ms [2021-01-22 02:13:56 main:574] : INFO : Epoch 1001 | loss: 0.0311857 | val_loss: 0.031192 | Time: 2577.6 ms [2021-01-22 02:13:59 main:574] : INFO : Epoch 1002 | loss: 0.0311853 | val_loss: 0.0311917 | Time: 2521.51 ms [2021-01-22 02:14:01 main:574] : INFO : Epoch 1003 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 2609.6 ms [2021-01-22 02:14:04 main:574] : INFO : Epoch 1004 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 2553.01 ms [2021-01-22 02:14:07 main:574] : INFO : Epoch 1005 | loss: 0.0311852 | val_loss: 0.0311917 | Time: 2577.18 ms [2021-01-22 02:14:09 main:574] : INFO : Epoch 1006 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 2520.35 ms [2021-01-22 02:14:12 main:574] : INFO : Epoch 1007 | loss: 0.0311847 | val_loss: 0.0311927 | Time: 2544.08 ms [2021-01-22 02:14:14 main:574] : INFO : Epoch 1008 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 2519.02 ms [2021-01-22 02:14:17 main:574] : INFO : Epoch 1009 | loss: 0.0311855 | val_loss: 0.031193 | Time: 2483.54 ms [2021-01-22 02:14:19 main:574] : INFO : Epoch 1010 | loss: 0.0311861 | val_loss: 0.0311928 | Time: 2534.22 ms [2021-01-22 02:14:22 main:574] : INFO : Epoch 1011 | loss: 0.0311866 | val_loss: 0.0311924 | Time: 2516.33 ms [2021-01-22 02:14:25 main:574] : INFO : Epoch 1012 | loss: 0.0311857 | val_loss: 0.0311917 | Time: 2686.7 ms [2021-01-22 02:14:27 main:574] : INFO : Epoch 1013 | loss: 0.0311851 | val_loss: 0.0311946 | Time: 2618.45 ms [2021-01-22 02:14:30 main:574] : INFO : Epoch 1014 | loss: 0.0311854 | val_loss: 0.0311923 | Time: 2589.91 ms [2021-01-22 02:14:32 main:574] : INFO : Epoch 1015 | loss: 0.0311856 | val_loss: 0.0311924 | Time: 2384.05 ms [2021-01-22 02:14:35 main:574] : INFO : Epoch 1016 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 2540.68 ms [2021-01-22 02:14:38 main:574] : INFO : Epoch 1017 | loss: 0.0311861 | val_loss: 0.031191 | Time: 2641.27 ms [2021-01-22 02:14:40 main:574] : INFO : Epoch 1018 | loss: 0.0311849 | val_loss: 0.031191 | Time: 2571.47 ms [2021-01-22 02:14:43 main:574] : INFO : Epoch 1019 | loss: 0.0311851 | val_loss: 0.0311931 | Time: 2520.69 ms [2021-01-22 02:14:45 main:574] : INFO : Epoch 1020 | loss: 0.0311848 | val_loss: 0.0311911 | Time: 2546.93 ms [2021-01-22 02:14:48 main:574] : INFO : Epoch 1021 | loss: 0.0311841 | val_loss: 0.0311907 | Time: 2593.03 ms [2021-01-22 02:14:51 main:574] : INFO : Epoch 1022 | loss: 0.0311852 | val_loss: 0.0311913 | Time: 2577.31 ms [2021-01-22 02:14:53 main:574] : INFO : Epoch 1023 | loss: 0.0311877 | val_loss: 0.0311924 | Time: 2521.33 ms [2021-01-22 02:14:56 main:574] : INFO : Epoch 1024 | loss: 0.0311854 | val_loss: 0.0311922 | Time: 2507.45 ms [2021-01-22 02:14:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2021-01-22 02:14:56 main:603] : INFO : Saving end state to config to file [2021-01-22 02:14:56 main:608] : INFO : Success, exiting.. 02:14:56 (20368): 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)