Task 3173542
| Name | ParityModified-1605151109-31528-6_0 |
| Workunit | 1469952 |
| Created | 4 Dec 2020, 5:24:32 UTC |
| Sent | 5 Dec 2020, 10:04:29 UTC |
| Report deadline | 12 Dec 2020, 10:04:29 UTC |
| Received | 9 Dec 2020, 15:55:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 44 min 8 sec |
| CPU time | 42 min 36 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 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: 0.0311832 | val_loss: 0.0311942 | Time: 2522.32 ms [2020-12-09 16:33:36 main:574] : INFO : Epoch 515 | loss: 0.031186 | val_loss: 0.0311952 | Time: 2567.11 ms [2020-12-09 16:33:39 main:574] : INFO : Epoch 516 | loss: 0.0311884 | val_loss: 0.0311956 | Time: 2659.58 ms [2020-12-09 16:33:42 main:574] : INFO : Epoch 517 | loss: 0.0311865 | val_loss: 0.0311934 | Time: 2601.49 ms [2020-12-09 16:33:44 main:574] : INFO : Epoch 518 | loss: 0.0311872 | val_loss: 0.0311945 | Time: 2577.62 ms [2020-12-09 16:33:47 main:574] : INFO : Epoch 519 | loss: 0.0311865 | val_loss: 0.0311941 | Time: 2593.68 ms [2020-12-09 16:33:50 main:574] : INFO : Epoch 520 | loss: 0.031184 | val_loss: 0.031195 | Time: 2563.72 ms [2020-12-09 16:33:52 main:574] : INFO : Epoch 521 | loss: 0.0311845 | val_loss: 0.0311958 | Time: 2632.54 ms [2020-12-09 16:33:55 main:574] : INFO : Epoch 522 | loss: 0.0311836 | val_loss: 0.0311943 | Time: 2561.9 ms [2020-12-09 16:33:57 main:574] : INFO : Epoch 523 | loss: 0.0311843 | val_loss: 0.0311962 | Time: 2579.78 ms [2020-12-09 16:34:00 main:574] : INFO : Epoch 524 | loss: 0.0311847 | val_loss: 0.0311936 | Time: 2625.24 ms [2020-12-09 16:34:03 main:574] : INFO : Epoch 525 | loss: 0.0311867 | val_loss: 0.0311956 | Time: 2505.82 ms [2020-12-09 16:34:05 main:574] : INFO : Epoch 526 | loss: 0.0311875 | val_loss: 0.0311937 | Time: 2508.68 ms [2020-12-09 16:34:08 main:574] : INFO : Epoch 527 | loss: 0.0311868 | val_loss: 0.0311961 | Time: 2615.26 ms [2020-12-09 16:34:11 main:574] : INFO : Epoch 528 | loss: 0.0311861 | val_loss: 0.0311993 | Time: 2613.1 ms [2020-12-09 16:34:13 main:574] : INFO : Epoch 529 | loss: 0.0311903 | val_loss: 0.0312028 | Time: 2675.2 ms [2020-12-09 16:34:16 main:574] : INFO : Epoch 530 | loss: 0.0311996 | val_loss: 0.0312029 | Time: 2491.36 ms [2020-12-09 16:34:19 main:574] : INFO : Epoch 531 | loss: 0.0311998 | val_loss: 0.0312031 | Time: 2612.99 ms [2020-12-09 16:34:21 main:574] : INFO : Epoch 532 | loss: 0.0311984 | val_loss: 0.0312029 | Time: 2573.77 ms [2020-12-09 16:34:24 main:574] : INFO : Epoch 533 | loss: 0.0311982 | val_loss: 0.0312055 | Time: 2547.11 ms [2020-12-09 16:34:26 main:574] : INFO : Epoch 534 | loss: 0.0311984 | val_loss: 0.0312019 | Time: 2469.16 ms [2020-12-09 16:34:29 main:574] : INFO : Epoch 535 | loss: 0.031196 | val_loss: 0.031201 | Time: 2514.55 ms [2020-12-09 16:34:31 main:574] : INFO : Epoch 536 | loss: 0.0311958 | val_loss: 0.031206 | Time: 2471.83 ms [2020-12-09 16:34:34 main:574] : INFO : Epoch 537 | loss: 0.0311959 | val_loss: 0.0312013 | Time: 2567.09 ms [2020-12-09 16:34:37 main:574] : INFO : Epoch 538 | loss: 0.0311945 | val_loss: 0.0312002 | Time: 2549.02 ms [2020-12-09 16:34:39 main:574] : INFO : Epoch 539 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 2515.01 ms [2020-12-09 16:34:42 main:574] : INFO : Epoch 540 | loss: 0.0311936 | val_loss: 0.0312027 | Time: 2450.8 ms [2020-12-09 16:34:44 main:574] : INFO : Epoch 541 | loss: 0.0311965 | val_loss: 0.0312053 | Time: 2550.9 ms [2020-12-09 16:34:47 main:574] : INFO : Epoch 542 | loss: 0.0311957 | val_loss: 0.0312012 | Time: 2461.83 ms [2020-12-09 16:34:49 main:574] : INFO : Epoch 543 | loss: 0.0311936 | val_loss: 0.031203 | Time: 2594.25 ms [2020-12-09 16:34:52 main:574] : INFO : Epoch 544 | loss: 0.0311953 | val_loss: 0.0312069 | Time: 2491.77 ms [2020-12-09 16:34:54 main:574] : INFO : Epoch 545 | loss: 0.0311952 | val_loss: 0.0312036 | Time: 2575.75 ms [2020-12-09 16:34:57 main:574] : INFO : Epoch 546 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 2493.87 ms [2020-12-09 16:34:59 main:574] : INFO : Epoch 547 | loss: 0.0311925 | val_loss: 0.0312001 | Time: 2457.75 ms [2020-12-09 16:35:02 main:574] : INFO : Epoch 548 | loss: 0.0311923 | val_loss: 0.0311996 | Time: 2516.89 ms [2020-12-09 16:35:05 main:574] : INFO : Epoch 549 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 2547.48 ms [2020-12-09 16:35:07 main:574] : INFO : Epoch 550 | loss: 0.0311927 | val_loss: 0.0312004 | Time: 2514.51 ms [2020-12-09 16:35:10 main:574] : INFO : Epoch 551 | loss: 0.0311912 | val_loss: 0.0311986 | Time: 2599.62 ms [2020-12-09 16:35:13 main:574] : INFO : Epoch 552 | loss: 0.0311911 | val_loss: 0.0311998 | Time: 2598.71 ms [2020-12-09 16:35:15 main:574] : INFO : Epoch 553 | loss: 0.0311905 | val_loss: 0.0311996 | Time: 2500.98 ms [2020-12-09 16:35:18 main:574] : INFO : Epoch 554 | loss: 0.0311911 | val_loss: 0.0312002 | Time: 2491.71 ms [2020-12-09 16:35:20 main:574] : INFO : Epoch 555 | loss: 0.0311909 | val_loss: 0.0311993 | Time: 2503.28 ms [2020-12-09 16:35:23 main:574] : INFO : Epoch 556 | loss: 0.03119 | val_loss: 0.0312003 | Time: 2533.7 ms [2020-12-09 16:35:25 main:574] : INFO : Epoch 557 | loss: 0.0311909 | val_loss: 0.0312027 | Time: 2445.86 ms [2020-12-09 16:35:28 main:574] : INFO : Epoch 558 | loss: 0.0311907 | val_loss: 0.0312003 | Time: 2484.05 ms [2020-12-09 16:35:30 main:574] : INFO : Epoch 559 | loss: 0.0311903 | val_loss: 0.0312007 | Time: 2569.74 ms [2020-12-09 16:35:33 main:574] : INFO : Epoch 560 | loss: 0.0311901 | val_loss: 0.0311997 | Time: 2471.24 ms [2020-12-09 16:35:35 main:574] : INFO : Epoch 561 | loss: 0.0311903 | val_loss: 0.0312016 | Time: 2523.64 ms [2020-12-09 16:35:38 main:574] : INFO : Epoch 562 | loss: 0.0311928 | val_loss: 0.0311997 | Time: 2473.23 ms [2020-12-09 16:35:40 main:574] : INFO : Epoch 563 | loss: 0.0311956 | val_loss: 0.0312058 | Time: 2439.86 ms [2020-12-09 16:35:43 main:574] : INFO : Epoch 564 | loss: 0.0311915 | val_loss: 0.0312028 | Time: 2549.06 ms [2020-12-09 16:35:46 main:574] : INFO : Epoch 565 | loss: 0.0311909 | val_loss: 0.0311992 | Time: 2554.58 ms [2020-12-09 16:35:48 main:574] : INFO : Epoch 566 | loss: 0.0311914 | val_loss: 0.0311995 | Time: 2565.08 ms [2020-12-09 16:35:51 main:574] : INFO : Epoch 567 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 2557.8 ms [2020-12-09 16:35:53 main:574] : INFO : Epoch 568 | loss: 0.0311896 | val_loss: 0.0312023 | Time: 2499.89 ms [2020-12-09 16:35:56 main:574] : INFO : Epoch 569 | loss: 0.0311902 | val_loss: 0.0312012 | Time: 2507.57 ms [2020-12-09 16:35:58 main:574] : INFO : Epoch 570 | loss: 0.031189 | val_loss: 0.0312012 | Time: 2489.6 ms [2020-12-09 16:36:01 main:574] : INFO : Epoch 571 | loss: 0.0311893 | val_loss: 0.0312006 | Time: 2511.68 ms [2020-12-09 16:36:04 main:574] : INFO : Epoch 572 | loss: 0.0311905 | val_loss: 0.0312015 | Time: 2576.71 ms [2020-12-09 16:36:06 main:574] : INFO : Epoch 573 | loss: 0.0311952 | val_loss: 0.0311999 | Time: 2459.94 ms [2020-12-09 16:36:09 main:574] : INFO : Epoch 574 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 2554.88 ms [2020-12-09 16:36:11 main:574] : INFO : Epoch 575 | loss: 0.0311937 | val_loss: 0.0311987 | Time: 2465.94 ms [2020-12-09 16:36:14 main:574] : INFO : Epoch 576 | loss: 0.0311925 | val_loss: 0.031199 | Time: 2523.84 ms [2020-12-09 16:36:16 main:574] : INFO : Epoch 577 | loss: 0.0311923 | val_loss: 0.0311993 | Time: 2458.58 ms [2020-12-09 16:36:19 main:574] : INFO : Epoch 578 | loss: 0.0311948 | val_loss: 0.0312012 | Time: 2503.27 ms [2020-12-09 16:36:21 main:574] : INFO : Epoch 579 | loss: 0.0311921 | val_loss: 0.0312025 | Time: 2541.42 ms [2020-12-09 16:36:24 main:574] : INFO : Epoch 580 | loss: 0.031193 | val_loss: 0.0312008 | Time: 2510.82 ms [2020-12-09 16:36:27 main:574] : INFO : Epoch 581 | loss: 0.0311906 | val_loss: 0.0311993 | Time: 2571.95 ms [2020-12-09 16:36:29 main:574] : INFO : Epoch 582 | loss: 0.0311905 | val_loss: 0.0312012 | Time: 2551.52 ms [2020-12-09 16:36:32 main:574] : INFO : Epoch 583 | loss: 0.0311901 | val_loss: 0.0311988 | Time: 2485.09 ms [2020-12-09 16:36:34 main:574] : INFO : Epoch 584 | loss: 0.0311909 | val_loss: 0.0312008 | Time: 2458.25 ms [2020-12-09 16:36:37 main:574] : INFO : Epoch 585 | loss: 0.0311906 | val_loss: 0.0312008 | Time: 2462.49 ms [2020-12-09 16:36:39 main:574] : INFO : Epoch 586 | loss: 0.0311898 | val_loss: 0.0312 | Time: 2488.18 ms [2020-12-09 16:36:42 main:574] : INFO : Epoch 587 | loss: 0.0311893 | val_loss: 0.0312041 | Time: 2550.25 ms [2020-12-09 16:36:44 main:574] : INFO : Epoch 588 | loss: 0.0311895 | val_loss: 0.0312004 | Time: 2493.64 ms [2020-12-09 16:36:47 main:574] : INFO : Epoch 589 | loss: 0.0311901 | val_loss: 0.0312015 | Time: 2548.05 ms [2020-12-09 16:36:49 main:574] : INFO : Epoch 590 | loss: 0.0311904 | val_loss: 0.0312014 | Time: 2455.11 ms [2020-12-09 16:36:52 main:574] : INFO : Epoch 591 | loss: 0.0311899 | val_loss: 0.0312029 | Time: 2534.98 ms [2020-12-09 16:36:55 main:574] : INFO : Epoch 592 | loss: 0.031189 | val_loss: 0.0312008 | Time: 2506.99 ms [2020-12-09 16:36:57 main:574] : INFO : Epoch 593 | loss: 0.0311892 | val_loss: 0.0312007 | Time: 2514.37 ms [2020-12-09 16:37:00 main:574] : INFO : Epoch 594 | loss: 0.031189 | val_loss: 0.0312023 | Time: 2529.44 ms [2020-12-09 16:37:02 main:574] : INFO : Epoch 595 | loss: 0.0311895 | val_loss: 0.0312011 | Time: 2445.44 ms [2020-12-09 16:37:05 main:574] : INFO : Epoch 596 | loss: 0.0311906 | val_loss: 0.0312004 | Time: 2515.02 ms [2020-12-09 16:37:07 main:574] : INFO : Epoch 597 | loss: 0.0311905 | val_loss: 0.0312004 | Time: 2485.62 ms [2020-12-09 16:37:10 main:574] : INFO : Epoch 598 | loss: 0.031191 | val_loss: 0.0312005 | Time: 2476.15 ms [2020-12-09 16:37:12 main:574] : INFO : Epoch 599 | loss: 0.0311921 | val_loss: 0.0312009 | Time: 2516.08 ms [2020-12-09 16:37:15 main:574] : INFO : Epoch 600 | loss: 0.0311911 | val_loss: 0.0312024 | Time: 2511.78 ms [2020-12-09 16:37:17 main:574] : INFO : Epoch 601 | loss: 0.0311926 | val_loss: 0.0312007 | Time: 2473.66 ms [2020-12-09 16:37:20 main:574] : INFO : Epoch 602 | loss: 0.0311925 | val_loss: 0.0312014 | Time: 2492.72 ms [2020-12-09 16:37:22 main:574] : INFO : Epoch 603 | loss: 0.0311925 | val_loss: 0.0312015 | Time: 2472.84 ms [2020-12-09 16:37:25 main:574] : INFO : Epoch 604 | loss: 0.0311922 | val_loss: 0.031202 | Time: 2503.42 ms [2020-12-09 16:37:28 main:574] : INFO : Epoch 605 | loss: 0.0311909 | val_loss: 0.0312013 | Time: 2533.19 ms [2020-12-09 16:37:30 main:574] : INFO : Epoch 606 | loss: 0.0311915 | val_loss: 0.0312013 | Time: 2513.45 ms [2020-12-09 16:37:33 main:574] : INFO : Epoch 607 | loss: 0.03119 | val_loss: 0.031202 | Time: 2455.16 ms [2020-12-09 16:37:35 main:574] : INFO : Epoch 608 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 2510.09 ms [2020-12-09 16:37:38 main:574] : INFO : Epoch 609 | loss: 0.0311901 | val_loss: 0.0312003 | Time: 2512.12 ms [2020-12-09 16:37:40 main:574] : INFO : Epoch 610 | loss: 0.0311893 | val_loss: 0.0312001 | Time: 2460.69 ms [2020-12-09 16:37:43 main:574] : INFO : Epoch 611 | loss: 0.0311893 | val_loss: 0.0312012 | Time: 2445.63 ms [2020-12-09 16:37:45 main:574] : INFO : Epoch 612 | loss: 0.0311896 | val_loss: 0.0312016 | Time: 2531.45 ms [2020-12-09 16:37:48 main:574] : INFO : Epoch 613 | loss: 0.0311904 | val_loss: 0.0312037 | Time: 2496.91 ms [2020-12-09 16:37:50 main:574] : INFO : Epoch 614 | loss: 0.0311898 | val_loss: 0.0312017 | Time: 2455.84 ms [2020-12-09 16:37:53 main:574] : INFO : Epoch 615 | loss: 0.0311902 | val_loss: 0.0311988 | Time: 2466.37 ms [2020-12-09 16:37:55 main:574] : INFO : Epoch 616 | loss: 0.0311886 | val_loss: 0.0312039 | Time: 2478.17 ms [2020-12-09 16:37:58 main:574] : INFO : Epoch 617 | loss: 0.0311891 | val_loss: 0.0312019 | Time: 2472.21 ms [2020-12-09 16:38:00 main:574] : INFO : Epoch 618 | loss: 0.0311897 | val_loss: 0.0312005 | Time: 2456.69 ms [2020-12-09 16:38:03 main:574] : INFO : Epoch 619 | loss: 0.0311899 | val_loss: 0.0311998 | Time: 2451.5 ms [2020-12-09 16:38:05 main:574] : INFO : Epoch 620 | loss: 0.0311888 | val_loss: 0.0311993 | Time: 2487.84 ms [2020-12-09 16:38:08 main:574] : INFO : Epoch 621 | loss: 0.0311889 | val_loss: 0.0312017 | Time: 2559.03 ms [2020-12-09 16:38:10 main:574] : INFO : Epoch 622 | loss: 0.0311909 | val_loss: 0.0312081 | Time: 2518.54 ms [2020-12-09 16:38:13 main:574] : INFO : Epoch 623 | loss: 0.0311926 | val_loss: 0.0312063 | Time: 2496.89 ms [2020-12-09 16:38:16 main:574] : INFO : Epoch 624 | loss: 0.0311905 | val_loss: 0.0312006 | Time: 2542.41 ms [2020-12-09 16:38:18 main:574] : INFO : Epoch 625 | loss: 0.0311882 | val_loss: 0.0312009 | Time: 2501.98 ms [2020-12-09 16:38:21 main:574] : INFO : Epoch 626 | loss: 0.0311888 | val_loss: 0.0312036 | Time: 2519.95 ms [2020-12-09 16:38:23 main:574] : INFO : Epoch 627 | loss: 0.0311893 | val_loss: 0.0311992 | Time: 2519.83 ms [2020-12-09 16:38:26 main:574] : INFO : Epoch 628 | loss: 0.0311881 | val_loss: 0.0311996 | Time: 2514.47 ms [2020-12-09 16:38:28 main:574] : INFO : Epoch 629 | loss: 0.0311879 | val_loss: 0.0312032 | Time: 2483.97 ms [2020-12-09 16:38:31 main:574] : INFO : Epoch 630 | loss: 0.0311871 | val_loss: 0.0312004 | Time: 2471.71 ms [2020-12-09 16:38:33 main:574] : INFO : Epoch 631 | loss: 0.0311865 | val_loss: 0.0311994 | Time: 2513.3 ms [2020-12-09 16:38:36 main:574] : INFO : Epoch 632 | loss: 0.0311867 | val_loss: 0.0312 | Time: 2462.13 ms [2020-12-09 16:38:38 main:574] : INFO : Epoch 633 | loss: 0.0311873 | val_loss: 0.0312003 | Time: 2542.63 ms [2020-12-09 16:38:41 main:574] : INFO : Epoch 634 | loss: 0.031187 | val_loss: 0.0312004 | Time: 2844.29 ms [2020-12-09 16:38:44 main:574] : INFO : Epoch 635 | loss: 0.031186 | val_loss: 0.0311998 | Time: 2768.14 ms [2020-12-09 16:38:47 main:574] : INFO : Epoch 636 | loss: 0.0311872 | val_loss: 0.0312006 | Time: 2545.99 ms [2020-12-09 16:38:49 main:574] : INFO : Epoch 637 | loss: 0.0311865 | val_loss: 0.0312002 | Time: 2464.29 ms [2020-12-09 16:38:52 main:574] : INFO : Epoch 638 | loss: 0.0311864 | val_loss: 0.0311997 | Time: 2490.56 ms [2020-12-09 16:38:54 main:574] : INFO : Epoch 639 | loss: 0.0311856 | val_loss: 0.0311982 | Time: 2512.55 ms [2020-12-09 16:38:57 main:574] : INFO : Epoch 640 | loss: 0.0311853 | val_loss: 0.031199 | Time: 2516.08 ms [2020-12-09 16:38:59 main:574] : INFO : Epoch 641 | loss: 0.0311851 | val_loss: 0.0311977 | Time: 2488.4 ms [2020-12-09 16:39:02 main:574] : INFO : Epoch 642 | loss: 0.031185 | val_loss: 0.0311981 | Time: 2456.95 ms [2020-12-09 16:39:04 main:574] : INFO : Epoch 643 | loss: 0.0311856 | val_loss: 0.0312007 | Time: 2490.97 ms [2020-12-09 16:39:07 main:574] : INFO : Epoch 644 | loss: 0.0311883 | val_loss: 0.0311993 | Time: 2526.16 ms [2020-12-09 16:39:10 main:574] : INFO : Epoch 645 | loss: 0.0311889 | val_loss: 0.0311985 | Time: 2507.24 ms [2020-12-09 16:39:12 main:574] : INFO : Epoch 646 | loss: 0.0311891 | val_loss: 0.0311983 | Time: 2459.87 ms [2020-12-09 16:39:15 main:574] : INFO : Epoch 647 | loss: 0.0311915 | val_loss: 0.0312002 | Time: 2429.11 ms [2020-12-09 16:39:17 main:574] : INFO : Epoch 648 | loss: 0.03119 | val_loss: 0.0312024 | Time: 2467.96 ms [2020-12-09 16:39:20 main:574] : INFO : Epoch 649 | loss: 0.0311908 | val_loss: 0.0312001 | Time: 2487.8 ms [2020-12-09 16:39:22 main:574] : INFO : Epoch 650 | loss: 0.0311874 | val_loss: 0.0311975 | Time: 2493.36 ms [2020-12-09 16:39:25 main:574] : INFO : Epoch 651 | loss: 0.031187 | val_loss: 0.0311976 | Time: 2539.39 ms [2020-12-09 16:39:27 main:574] : INFO : Epoch 652 | loss: 0.0311874 | val_loss: 0.0311981 | Time: 2491.87 ms [2020-12-09 16:39:30 main:574] : INFO : Epoch 653 | loss: 0.0311884 | val_loss: 0.0312008 | Time: 2475.47 ms [2020-12-09 16:39:32 main:574] : INFO : Epoch 654 | loss: 0.0311892 | val_loss: 0.0311979 | Time: 2496.05 ms [2020-12-09 16:39:35 main:574] : INFO : Epoch 655 | loss: 0.0311868 | val_loss: 0.0311983 | Time: 2600.8 ms [2020-12-09 16:39:38 main:574] : INFO : Epoch 656 | loss: 0.0311863 | val_loss: 0.0311977 | Time: 2484.84 ms [2020-12-09 16:39:40 main:574] : INFO : Epoch 657 | loss: 0.0311862 | val_loss: 0.0311981 | Time: 2534.62 ms [2020-12-09 16:39:43 main:574] : INFO : Epoch 658 | loss: 0.0311858 | val_loss: 0.0312006 | Time: 2546 ms [2020-12-09 16:39:45 main:574] : INFO : Epoch 659 | loss: 0.031186 | val_loss: 0.0311987 | Time: 2483.84 ms [2020-12-09 16:39:48 main:574] : INFO : Epoch 660 | loss: 0.0311855 | val_loss: 0.0311983 | Time: 2608.14 ms [2020-12-09 16:39:51 main:574] : INFO : Epoch 661 | loss: 0.031185 | val_loss: 0.0311981 | Time: 2480.96 ms [2020-12-09 16:39:53 main:574] : INFO : Epoch 662 | loss: 0.0311848 | val_loss: 0.031199 | Time: 2495.28 ms [2020-12-09 16:39:56 main:574] : INFO : Epoch 663 | loss: 0.0311844 | val_loss: 0.0311986 | Time: 2462.89 ms [2020-12-09 16:39:58 main:574] : INFO : Epoch 664 | loss: 0.031186 | val_loss: 0.0311991 | Time: 2539.98 ms [2020-12-09 16:40:01 main:574] : INFO : Epoch 665 | loss: 0.0311864 | val_loss: 0.0311983 | Time: 2545.25 ms [2020-12-09 16:40:03 main:574] : INFO : Epoch 666 | loss: 0.0311864 | val_loss: 0.031197 | Time: 2521.72 ms [2020-12-09 16:40:06 main:574] : INFO : Epoch 667 | loss: 0.0311854 | val_loss: 0.0311965 | Time: 2525.35 ms [2020-12-09 16:40:08 main:574] : INFO : Epoch 668 | loss: 0.0311853 | val_loss: 0.0311972 | Time: 2477.35 ms [2020-12-09 16:40:11 main:574] : INFO : Epoch 669 | loss: 0.0311844 | val_loss: 0.0311976 | Time: 2501.15 ms [2020-12-09 16:40:13 main:574] : INFO : Epoch 670 | loss: 0.0311849 | val_loss: 0.0311987 | Time: 2509.28 ms [2020-12-09 16:40:16 main:574] : INFO : Epoch 671 | loss: 0.0311856 | val_loss: 0.0311958 | Time: 2482.33 ms [2020-12-09 16:40:18 main:574] : INFO : Epoch 672 | loss: 0.0311857 | val_loss: 0.0311981 | Time: 2487.9 ms [2020-12-09 16:40:21 main:574] : INFO : Epoch 673 | loss: 0.0311848 | val_loss: 0.0311962 | Time: 2487.12 ms [2020-12-09 16:40:24 main:574] : INFO : Epoch 674 | loss: 0.0311877 | val_loss: 0.0311963 | Time: 2504.13 ms [2020-12-09 16:40:26 main:574] : INFO : Epoch 675 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 2487.7 ms [2020-12-09 16:40:29 main:574] : INFO : Epoch 676 | loss: 0.0311871 | val_loss: 0.0311994 | Time: 2486.72 ms [2020-12-09 16:40:31 main:574] : INFO : Epoch 677 | loss: 0.0311882 | val_loss: 0.0311959 | Time: 2485.68 ms [2020-12-09 16:40:34 main:574] : INFO : Epoch 678 | loss: 0.0311867 | val_loss: 0.0311975 | Time: 2559.4 ms [2020-12-09 16:40:36 main:574] : INFO : Epoch 679 | loss: 0.0311863 | val_loss: 0.0311971 | Time: 2514.25 ms [2020-12-09 16:40:39 main:574] : INFO : Epoch 680 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 2460.74 ms [2020-12-09 16:40:41 main:574] : INFO : Epoch 681 | loss: 0.0311851 | val_loss: 0.0311964 | Time: 2533.96 ms [2020-12-09 16:40:44 main:574] : INFO : Epoch 682 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 2465.11 ms [2020-12-09 16:40:46 main:574] : INFO : Epoch 683 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 2426.31 ms [2020-12-09 16:40:49 main:574] : INFO : Epoch 684 | loss: 0.0311852 | val_loss: 0.0311957 | Time: 2478.6 ms [2020-12-09 16:40:51 main:574] : INFO : Epoch 685 | loss: 0.0311869 | val_loss: 0.0311964 | Time: 2579.26 ms [2020-12-09 16:40:54 main:574] : INFO : Epoch 686 | loss: 0.0311849 | val_loss: 0.031196 | Time: 2519.92 ms [2020-12-09 16:40:57 main:574] : INFO : Epoch 687 | loss: 0.0311857 | val_loss: 0.0311951 | Time: 2559.74 ms [2020-12-09 16:40:59 main:574] : INFO : Epoch 688 | loss: 0.0311837 | val_loss: 0.0311967 | Time: 2464.52 ms [2020-12-09 16:41:02 main:574] : INFO : Epoch 689 | loss: 0.0311833 | val_loss: 0.0311993 | Time: 2577.63 ms [2020-12-09 16:41:04 main:574] : INFO : Epoch 690 | loss: 0.0311841 | val_loss: 0.0311963 | Time: 2476.97 ms [2020-12-09 16:41:07 main:574] : INFO : Epoch 691 | loss: 0.031186 | val_loss: 0.0312041 | Time: 2436.72 ms [2020-12-09 16:41:09 main:574] : INFO : Epoch 692 | loss: 0.0311877 | val_loss: 0.0311989 | Time: 2551.42 ms [2020-12-09 16:41:12 main:574] : INFO : Epoch 693 | loss: 0.0311863 | val_loss: 0.0311993 | Time: 2535.2 ms [2020-12-09 16:41:15 main:574] : INFO : Epoch 694 | loss: 0.0311838 | val_loss: 0.0311958 | Time: 2565.99 ms [2020-12-09 16:41:17 main:574] : INFO : Epoch 695 | loss: 0.0311833 | val_loss: 0.0311976 | Time: 2475.2 ms [2020-12-09 16:41:20 main:574] : INFO : Epoch 696 | loss: 0.0311837 | val_loss: 0.0311978 | Time: 2544.3 ms [2020-12-09 16:41:22 main:574] : INFO : Epoch 697 | loss: 0.0311828 | val_loss: 0.0311978 | Time: 2541.35 ms [2020-12-09 16:41:25 main:574] : INFO : Epoch 698 | loss: 0.031183 | val_loss: 0.0311956 | Time: 2516.03 ms [2020-12-09 16:41:27 main:574] : INFO : Epoch 699 | loss: 0.0311843 | val_loss: 0.0311968 | Time: 2533.82 ms [2020-12-09 16:41:30 main:574] : INFO : Epoch 700 | loss: 0.0311859 | val_loss: 0.0312029 | Time: 2539.65 ms [2020-12-09 16:41:33 main:574] : INFO : Epoch 701 | loss: 0.0311867 | val_loss: 0.0311952 | Time: 2595.94 ms [2020-12-09 16:41:35 main:574] : INFO : Epoch 702 | loss: 0.031183 | val_loss: 0.0311954 | Time: 2490.49 ms [2020-12-09 16:41:38 main:574] : INFO : Epoch 703 | loss: 0.0311829 | val_loss: 0.0311947 | Time: 2533.69 ms [2020-12-09 16:41:40 main:574] : INFO : Epoch 704 | loss: 0.0311825 | val_loss: 0.0311972 | Time: 2567.4 ms [2020-12-09 16:41:43 main:574] : INFO : Epoch 705 | loss: 0.0311834 | val_loss: 0.0311987 | Time: 2617.37 ms [2020-12-09 16:41:46 main:574] : INFO : Epoch 706 | loss: 0.0311886 | val_loss: 0.0312013 | Time: 2580.82 ms [2020-12-09 16:41:48 main:574] : INFO : Epoch 707 | loss: 0.0311946 | val_loss: 0.0311994 | Time: 2523.83 ms [2020-12-09 16:41:51 main:574] : INFO : Epoch 708 | loss: 0.0311921 | val_loss: 0.0311972 | Time: 2476.79 ms [2020-12-09 16:41:53 main:574] : INFO : Epoch 709 | loss: 0.03119 | val_loss: 0.0311963 | Time: 2547.52 ms [2020-12-09 16:41:56 main:574] : INFO : Epoch 710 | loss: 0.0311872 | val_loss: 0.0311934 | Time: 2540.87 ms [2020-12-09 16:41:58 main:574] : INFO : Epoch 711 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 2564.62 ms [2020-12-09 16:42:01 main:574] : INFO : Epoch 712 | loss: 0.0311848 | val_loss: 0.0311918 | Time: 2538.24 ms [2020-12-09 16:42:04 main:574] : INFO : Epoch 713 | loss: 0.0311845 | val_loss: 0.0311954 | Time: 2597.91 ms [2020-12-09 16:42:06 main:574] : INFO : Epoch 714 | loss: 0.0311847 | val_loss: 0.0311973 | Time: 2440.66 ms [2020-12-09 16:42:09 main:574] : INFO : Epoch 715 | loss: 0.0311915 | val_loss: 0.0312002 | Time: 2551.87 ms [2020-12-09 16:42:11 main:574] : INFO : Epoch 716 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 2534.57 ms [2020-12-09 16:42:14 main:574] : INFO : Epoch 717 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 2462.54 ms [2020-12-09 16:42:16 main:574] : INFO : Epoch 718 | loss: 0.0311861 | val_loss: 0.0311939 | Time: 2543.76 ms [2020-12-09 16:42:19 main:574] : INFO : Epoch 719 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 2543.32 ms [2020-12-09 16:42:22 main:574] : INFO : Epoch 720 | loss: 0.0311911 | val_loss: 0.0311945 | Time: 2491.77 ms [2020-12-09 16:42:24 main:574] : INFO : Epoch 721 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 2521.28 ms [2020-12-09 16:42:27 main:574] : INFO : Epoch 722 | loss: 0.0311993 | val_loss: 0.0311984 | Time: 2466.3 ms [2020-12-09 16:42:29 main:574] : INFO : Epoch 723 | loss: 0.031201 | val_loss: 0.031197 | Time: 2542.61 ms [2020-12-09 16:42:32 main:574] : INFO : Epoch 724 | loss: 0.0312033 | val_loss: 0.0311975 | Time: 2533.24 ms [2020-12-09 16:42:34 main:574] : INFO : Epoch 725 | loss: 0.0312011 | val_loss: 0.0311962 | Time: 2576.32 ms [2020-12-09 16:42:37 main:574] : INFO : Epoch 726 | loss: 0.0311999 | val_loss: 0.0311947 | Time: 2502.7 ms [2020-12-09 16:42:39 main:574] : INFO : Epoch 727 | loss: 0.0311977 | val_loss: 0.0311935 | Time: 2539.76 ms [2020-12-09 16:42:42 main:574] : INFO : Epoch 728 | loss: 0.0311961 | val_loss: 0.0311948 | Time: 2533.48 ms [2020-12-09 16:42:45 main:574] : INFO : Epoch 729 | loss: 0.0311961 | val_loss: 0.0311927 | Time: 2567.52 ms [2020-12-09 16:42:47 main:574] : INFO : Epoch 730 | loss: 0.0311942 | val_loss: 0.031191 | Time: 2555.02 ms [2020-12-09 16:42:50 main:574] : INFO : Epoch 731 | loss: 0.0311936 | val_loss: 0.0311894 | Time: 2510.14 ms [2020-12-09 16:42:52 main:574] : INFO : Epoch 732 | loss: 0.0311934 | val_loss: 0.0311907 | Time: 2446.85 ms [2020-12-09 16:42:55 main:574] : INFO : Epoch 733 | loss: 0.0311935 | val_loss: 0.0311894 | Time: 2472.23 ms [2020-12-09 16:42:57 main:574] : INFO : Epoch 734 | loss: 0.0311922 | val_loss: 0.0311894 | Time: 2567.38 ms [2020-12-09 16:43:00 main:574] : INFO : Epoch 735 | loss: 0.0311916 | val_loss: 0.0311884 | Time: 2570.03 ms [2020-12-09 16:43:03 main:574] : INFO : Epoch 736 | loss: 0.0311912 | val_loss: 0.0311883 | Time: 2576.6 ms [2020-12-09 16:43:05 main:574] : INFO : Epoch 737 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 2561.8 ms [2020-12-09 16:43:08 main:574] : INFO : Epoch 738 | loss: 0.0311909 | val_loss: 0.031188 | Time: 2452.31 ms [2020-12-09 16:43:10 main:574] : INFO : Epoch 739 | loss: 0.0311914 | val_loss: 0.0311924 | Time: 2497.03 ms [2020-12-09 16:43:13 main:574] : INFO : Epoch 740 | loss: 0.0311919 | val_loss: 0.0311895 | Time: 2518.68 ms [2020-12-09 16:43:15 main:574] : INFO : Epoch 741 | loss: 0.0311916 | val_loss: 0.0311889 | Time: 2478.26 ms [2020-12-09 16:43:18 main:574] : INFO : Epoch 742 | loss: 0.031191 | val_loss: 0.0311901 | Time: 2594.73 ms [2020-12-09 16:43:21 main:574] : INFO : Epoch 743 | loss: 0.0311916 | val_loss: 0.0311912 | Time: 2528.23 ms [2020-12-09 16:43:23 main:574] : INFO : Epoch 744 | loss: 0.0311921 | val_loss: 0.0311876 | Time: 2487.55 ms [2020-12-09 16:43:26 main:574] : INFO : Epoch 745 | loss: 0.0311925 | val_loss: 0.0311878 | Time: 2551.13 ms [2020-12-09 16:43:28 main:574] : INFO : Epoch 746 | loss: 0.0311935 | val_loss: 0.0311904 | Time: 2529.44 ms [2020-12-09 16:43:31 main:574] : INFO : Epoch 747 | loss: 0.0311964 | val_loss: 0.031193 | Time: 2622.73 ms [2020-12-09 16:43:33 main:574] : INFO : Epoch 748 | loss: 0.0311948 | val_loss: 0.0311906 | Time: 2547.07 ms [2020-12-09 16:43:36 main:574] : INFO : Epoch 749 | loss: 0.0311931 | val_loss: 0.0311907 | Time: 2498.65 ms [2020-12-09 16:43:39 main:574] : INFO : Epoch 750 | loss: 0.0311933 | val_loss: 0.0311927 | Time: 2503.07 ms [2020-12-09 16:43:41 main:574] : INFO : Epoch 751 | loss: 0.0311925 | val_loss: 0.0311925 | Time: 2709.31 ms [2020-12-09 16:43:44 main:574] : INFO : Epoch 752 | loss: 0.0311929 | val_loss: 0.0311904 | Time: 2700.15 ms [2020-12-09 16:43:47 main:574] : INFO : Epoch 753 | loss: 0.0311928 | val_loss: 0.0311895 | Time: 2576.79 ms [2020-12-09 16:43:49 main:574] : INFO : Epoch 754 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 2532.42 ms [2020-12-09 16:43:52 main:574] : INFO : Epoch 755 | loss: 0.0311921 | val_loss: 0.0311919 | Time: 2529.21 ms [2020-12-09 16:43:54 main:574] : INFO : Epoch 756 | loss: 0.0311908 | val_loss: 0.0311903 | Time: 2493.96 ms [2020-12-09 16:43:57 main:574] : INFO : Epoch 757 | loss: 0.0311904 | val_loss: 0.0311932 | Time: 2480.01 ms [2020-12-09 16:43:59 main:574] : INFO : Epoch 758 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 2477.39 ms [2020-12-09 16:44:02 main:574] : INFO : Epoch 759 | loss: 0.0311891 | val_loss: 0.03119 | Time: 2471.77 ms [2020-12-09 16:44:04 main:574] : INFO : Epoch 760 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 2530.01 ms [2020-12-09 16:44:07 main:574] : INFO : Epoch 761 | loss: 0.03119 | val_loss: 0.0311916 | Time: 2539.76 ms [2020-12-09 16:44:10 main:574] : INFO : Epoch 762 | loss: 0.0311911 | val_loss: 0.031194 | Time: 2498.73 ms [2020-12-09 16:44:12 main:574] : INFO : Epoch 763 | loss: 0.0311901 | val_loss: 0.0311896 | Time: 2445.52 ms [2020-12-09 16:44:15 main:574] : INFO : Epoch 764 | loss: 0.0311887 | val_loss: 0.0311887 | Time: 2480.74 ms [2020-12-09 16:44:17 main:574] : INFO : Epoch 765 | loss: 0.0311877 | val_loss: 0.0311888 | Time: 2584.54 ms [2020-12-09 16:44:20 main:574] : INFO : Epoch 766 | loss: 0.0311877 | val_loss: 0.031191 | Time: 2455.89 ms [2020-12-09 16:44:22 main:574] : INFO : Epoch 767 | loss: 0.0311883 | val_loss: 0.0311904 | Time: 2499.24 ms [2020-12-09 16:44:25 main:574] : INFO : Epoch 768 | loss: 0.0311887 | val_loss: 0.0311904 | Time: 2482.15 ms [2020-12-09 16:44:27 main:574] : INFO : Epoch 769 | loss: 0.0311879 | val_loss: 0.0311897 | Time: 2437.16 ms [2020-12-09 16:44:30 main:574] : INFO : Epoch 770 | loss: 0.0311875 | val_loss: 0.0311922 | Time: 2508.01 ms [2020-12-09 16:44:32 main:574] : INFO : Epoch 771 | loss: 0.0311888 | val_loss: 0.0311908 | Time: 2492.8 ms [2020-12-09 16:44:35 main:574] : INFO : Epoch 772 | loss: 0.0311886 | val_loss: 0.031188 | Time: 2555.09 ms [2020-12-09 16:44:37 main:574] : INFO : Epoch 773 | loss: 0.0311882 | val_loss: 0.0311909 | Time: 2523.03 ms [2020-12-09 16:44:40 main:574] : INFO : Epoch 774 | loss: 0.0311883 | val_loss: 0.0311882 | Time: 2524.46 ms [2020-12-09 16:44:43 main:574] : INFO : Epoch 775 | loss: 0.0311878 | val_loss: 0.0311909 | Time: 2544.61 ms [2020-12-09 16:44:45 main:574] : INFO : Epoch 776 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 2541.44 ms [2020-12-09 16:44:48 main:574] : INFO : Epoch 777 | loss: 0.0311873 | val_loss: 0.0311901 | Time: 2515.69 ms [2020-12-09 16:44:50 main:574] : INFO : Epoch 778 | loss: 0.0311888 | val_loss: 0.03119 | Time: 2502.17 ms [2020-12-09 16:44:53 main:574] : INFO : Epoch 779 | loss: 0.0311872 | val_loss: 0.0311896 | Time: 2519.14 ms [2020-12-09 16:44:55 main:574] : INFO : Epoch 780 | loss: 0.031187 | val_loss: 0.0311915 | Time: 2506.11 ms [2020-12-09 16:44:58 main:574] : INFO : Epoch 781 | loss: 0.031187 | val_loss: 0.0311894 | Time: 2471.65 ms [2020-12-09 16:45:00 main:574] : INFO : Epoch 782 | loss: 0.0311909 | val_loss: 0.0312044 | Time: 2513.21 ms [2020-12-09 16:45:03 main:574] : INFO : Epoch 783 | loss: 0.0312149 | val_loss: 0.031216 | Time: 2490.61 ms [2020-12-09 16:45:05 main:574] : INFO : Epoch 784 | loss: 0.0312197 | val_loss: 0.0312188 | Time: 2437.05 ms [2020-12-09 16:45:08 main:574] : INFO : Epoch 785 | loss: 0.0312166 | val_loss: 0.0312131 | Time: 2549.41 ms [2020-12-09 16:45:11 main:574] : INFO : Epoch 786 | loss: 0.0312127 | val_loss: 0.0312103 | Time: 2508.21 ms [2020-12-09 16:45:13 main:574] : INFO : Epoch 787 | loss: 0.0312109 | val_loss: 0.0312093 | Time: 2548.8 ms [2020-12-09 16:45:16 main:574] : INFO : Epoch 788 | loss: 0.031209 | val_loss: 0.0312067 | Time: 2581.16 ms [2020-12-09 16:45:18 main:574] : INFO : Epoch 789 | loss: 0.031207 | val_loss: 0.0312045 | Time: 2482.22 ms [2020-12-09 16:45:21 main:574] : INFO : Epoch 790 | loss: 0.0312046 | val_loss: 0.0312 | Time: 2439.76 ms [2020-12-09 16:45:23 main:574] : INFO : Epoch 791 | loss: 0.0312011 | val_loss: 0.0311984 | Time: 2464.99 ms [2020-12-09 16:45:26 main:574] : INFO : Epoch 792 | loss: 0.0311991 | val_loss: 0.0311993 | Time: 2429.98 ms [2020-12-09 16:45:28 main:574] : INFO : Epoch 793 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 2443.37 ms [2020-12-09 16:45:31 main:574] : INFO : Epoch 794 | loss: 0.0312005 | val_loss: 0.031197 | Time: 2500 ms [2020-12-09 16:45:33 main:574] : INFO : Epoch 795 | loss: 0.0312012 | val_loss: 0.031199 | Time: 2449.63 ms [2020-12-09 16:45:36 main:574] : INFO : Epoch 796 | loss: 0.0311987 | val_loss: 0.031197 | Time: 2485.59 ms [2020-12-09 16:45:38 main:574] : INFO : Epoch 797 | loss: 0.0311981 | val_loss: 0.0311969 | Time: 2552.7 ms [2020-12-09 16:45:41 main:574] : INFO : Epoch 798 | loss: 0.0311967 | val_loss: 0.0311947 | Time: 2453.73 ms [2020-12-09 16:45:43 main:574] : INFO : Epoch 799 | loss: 0.0311956 | val_loss: 0.0311937 | Time: 2555.86 ms [2020-12-09 16:45:46 main:574] : INFO : Epoch 800 | loss: 0.0311963 | val_loss: 0.031196 | Time: 2460.47 ms [2020-12-09 16:45:49 main:574] : INFO : Epoch 801 | loss: 0.0311966 | val_loss: 0.0311954 | Time: 2495.62 ms [2020-12-09 16:45:51 main:574] : INFO : Epoch 802 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 2497.05 ms [2020-12-09 16:45:54 main:574] : INFO : Epoch 803 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 2498.32 ms [2020-12-09 16:45:56 main:574] : INFO : Epoch 804 | loss: 0.031197 | val_loss: 0.031196 | Time: 2485.96 ms [2020-12-09 16:45:59 main:574] : INFO : Epoch 805 | loss: 0.0311969 | val_loss: 0.0311954 | Time: 2480.01 ms [2020-12-09 16:46:01 main:574] : INFO : Epoch 806 | loss: 0.0311958 | val_loss: 0.0311951 | Time: 2459.36 ms [2020-12-09 16:46:04 main:574] : INFO : Epoch 807 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 2465.93 ms [2020-12-09 16:46:06 main:574] : INFO : Epoch 808 | loss: 0.0311963 | val_loss: 0.0311927 | Time: 2476.19 ms [2020-12-09 16:46:09 main:574] : INFO : Epoch 809 | loss: 0.0311939 | val_loss: 0.0311927 | Time: 2498.05 ms [2020-12-09 16:46:11 main:574] : INFO : Epoch 810 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2559.29 ms [2020-12-09 16:46:14 main:574] : INFO : Epoch 811 | loss: 0.0311979 | val_loss: 0.0312023 | Time: 2521.78 ms [2020-12-09 16:46:16 main:574] : INFO : Epoch 812 | loss: 0.0312035 | val_loss: 0.0311986 | Time: 2462.29 ms [2020-12-09 16:46:19 main:574] : INFO : Epoch 813 | loss: 0.0311982 | val_loss: 0.0311906 | Time: 2467.78 ms [2020-12-09 16:46:21 main:574] : INFO : Epoch 814 | loss: 0.0311944 | val_loss: 0.0311911 | Time: 2472.59 ms [2020-12-09 16:46:24 main:574] : INFO : Epoch 815 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 2515.14 ms [2020-12-09 16:46:26 main:574] : INFO : Epoch 816 | loss: 0.0311951 | val_loss: 0.0311939 | Time: 2441.55 ms [2020-12-09 16:46:29 main:574] : INFO : Epoch 817 | loss: 0.0311974 | val_loss: 0.0311947 | Time: 2421.87 ms [2020-12-09 16:46:32 main:574] : INFO : Epoch 818 | loss: 0.0311972 | val_loss: 0.0311929 | Time: 2575.93 ms [2020-12-09 16:46:34 main:574] : INFO : Epoch 819 | loss: 0.0311947 | val_loss: 0.0311915 | Time: 2542.43 ms [2020-12-09 16:46:37 main:574] : INFO : Epoch 820 | loss: 0.0311941 | val_loss: 0.0311945 | Time: 2471.83 ms [2020-12-09 16:46:39 main:574] : INFO : Epoch 821 | loss: 0.0311945 | val_loss: 0.0311891 | Time: 2561.52 ms [2020-12-09 16:46:42 main:574] : INFO : Epoch 822 | loss: 0.0311923 | val_loss: 0.03119 | Time: 2550.03 ms [2020-12-09 16:46:44 main:574] : INFO : Epoch 823 | loss: 0.0311908 | val_loss: 0.0311889 | Time: 2485.14 ms [2020-12-09 16:46:47 main:574] : INFO : Epoch 824 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 2445.78 ms [2020-12-09 16:46:49 main:574] : INFO : Epoch 825 | loss: 0.031192 | val_loss: 0.0311921 | Time: 2497.84 ms [2020-12-09 16:46:52 main:574] : INFO : Epoch 826 | loss: 0.0311925 | val_loss: 0.0311906 | Time: 2487.68 ms [2020-12-09 16:46:54 main:574] : INFO : Epoch 827 | loss: 0.0311992 | val_loss: 0.0311964 | Time: 2470.23 ms [2020-12-09 16:46:57 main:574] : INFO : Epoch 828 | loss: 0.0311955 | val_loss: 0.0311954 | Time: 2529 ms [2020-12-09 16:46:59 main:574] : INFO : Epoch 829 | loss: 0.0311931 | val_loss: 0.0311898 | Time: 2516.32 ms [2020-12-09 16:47:02 main:574] : INFO : Epoch 830 | loss: 0.0311931 | val_loss: 0.0311905 | Time: 2483.1 ms [2020-12-09 16:47:05 main:574] : INFO : Epoch 831 | loss: 0.0311932 | val_loss: 0.0311945 | Time: 2543.15 ms [2020-12-09 16:47:07 main:574] : INFO : Epoch 832 | loss: 0.0311967 | val_loss: 0.0311932 | Time: 2554.93 ms [2020-12-09 16:47:10 main:574] : INFO : Epoch 833 | loss: 0.0311956 | val_loss: 0.0311908 | Time: 2470.25 ms [2020-12-09 16:47:12 main:574] : INFO : Epoch 834 | loss: 0.0311947 | val_loss: 0.0311893 | Time: 2460.77 ms [2020-12-09 16:47:15 main:574] : INFO : Epoch 835 | loss: 0.0311943 | val_loss: 0.0311897 | Time: 2524.47 ms [2020-12-09 16:47:17 main:574] : INFO : Epoch 836 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 2488.37 ms [2020-12-09 16:47:20 main:574] : INFO : Epoch 837 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 2515.54 ms [2020-12-09 16:47:22 main:574] : INFO : Epoch 838 | loss: 0.0311944 | val_loss: 0.031193 | Time: 2463.4 ms [2020-12-09 16:47:25 main:574] : INFO : Epoch 839 | loss: 0.0311954 | val_loss: 0.0311937 | Time: 2471.76 ms [2020-12-09 16:47:27 main:574] : INFO : Epoch 840 | loss: 0.0311936 | val_loss: 0.0311951 | Time: 2481.98 ms [2020-12-09 16:47:30 main:574] : INFO : Epoch 841 | loss: 0.0312052 | val_loss: 0.0312125 | Time: 2462.33 ms [2020-12-09 16:47:32 main:574] : INFO : Epoch 842 | loss: 0.0312183 | val_loss: 0.0312123 | Time: 2488.1 ms [2020-12-09 16:47:35 main:574] : INFO : Epoch 843 | loss: 0.0312187 | val_loss: 0.0312122 | Time: 2426.9 ms [2020-12-09 16:47:37 main:574] : INFO : Epoch 844 | loss: 0.0312176 | val_loss: 0.0312122 | Time: 2555.54 ms [2020-12-09 16:47:40 main:574] : INFO : Epoch 845 | loss: 0.0312181 | val_loss: 0.0312146 | Time: 2520.75 ms [2020-12-09 16:47:43 main:574] : INFO : Epoch 846 | loss: 0.031218 | val_loss: 0.0312136 | Time: 2478.22 ms [2020-12-09 16:47:45 main:574] : INFO : Epoch 847 | loss: 0.0312184 | val_loss: 0.0312133 | Time: 2531.85 ms [2020-12-09 16:47:48 main:574] : INFO : Epoch 848 | loss: 0.0312194 | val_loss: 0.0312161 | Time: 2469.37 ms [2020-12-09 16:47:50 main:574] : INFO : Epoch 849 | loss: 0.03122 | val_loss: 0.0312201 | Time: 2558.91 ms [2020-12-09 16:47:53 main:574] : INFO : Epoch 850 | loss: 0.0312201 | val_loss: 0.0312164 | Time: 2552.17 ms [2020-12-09 16:47:55 main:574] : INFO : Epoch 851 | loss: 0.0312187 | val_loss: 0.0312165 | Time: 2494.3 ms [2020-12-09 16:47:58 main:574] : INFO : Epoch 852 | loss: 0.0312191 | val_loss: 0.031217 | Time: 2460.64 ms [2020-12-09 16:48:00 main:574] : INFO : Epoch 853 | loss: 0.0312163 | val_loss: 0.031215 | Time: 2483.6 ms [2020-12-09 16:48:03 main:574] : INFO : Epoch 854 | loss: 0.031215 | val_loss: 0.0312126 | Time: 2540.65 ms [2020-12-09 16:48:05 main:574] : INFO : Epoch 855 | loss: 0.0312141 | val_loss: 0.0312114 | Time: 2484.9 ms [2020-12-09 16:48:08 main:574] : INFO : Epoch 856 | loss: 0.0312128 | val_loss: 0.0312096 | Time: 2506.87 ms [2020-12-09 16:48:11 main:574] : INFO : Epoch 857 | loss: 0.0312119 | val_loss: 0.0312104 | Time: 2722.38 ms [2020-12-09 16:48:13 main:574] : INFO : Epoch 858 | loss: 0.0312114 | val_loss: 0.0312088 | Time: 2415.39 ms [2020-12-09 16:48:16 main:574] : INFO : Epoch 859 | loss: 0.0312111 | val_loss: 0.0312123 | Time: 2471.11 ms [2020-12-09 16:48:18 main:574] : INFO : Epoch 860 | loss: 0.0312124 | val_loss: 0.0312122 | Time: 2522.92 ms [2020-12-09 16:48:21 main:574] : INFO : Epoch 861 | loss: 0.0312103 | val_loss: 0.0312075 | Time: 2551.42 ms [2020-12-09 16:48:23 main:574] : INFO : Epoch 862 | loss: 0.0312047 | val_loss: 0.0312047 | Time: 2504.69 ms [2020-12-09 16:48:26 main:574] : INFO : Epoch 863 | loss: 0.0312028 | val_loss: 0.031204 | Time: 2532.18 ms [2020-12-09 16:48:29 main:574] : INFO : Epoch 864 | loss: 0.0312047 | val_loss: 0.0312027 | Time: 2488 ms [2020-12-09 16:48:32 main:574] : INFO : Epoch 865 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 2956.55 ms [2020-12-09 16:48:34 main:574] : INFO : Epoch 866 | loss: 0.0312023 | val_loss: 0.0312033 | Time: 2611.59 ms [2020-12-09 16:48:37 main:574] : INFO : Epoch 867 | loss: 0.0312019 | val_loss: 0.0312079 | Time: 2529.89 ms [2020-12-09 16:48:39 main:574] : INFO : Epoch 868 | loss: 0.0312023 | val_loss: 0.0312018 | Time: 2566.45 ms [2020-12-09 16:48:42 main:574] : INFO : Epoch 869 | loss: 0.0312014 | val_loss: 0.0312027 | Time: 2660.28 ms [2020-12-09 16:48:45 main:574] : INFO : Epoch 870 | loss: 0.0312012 | val_loss: 0.0312024 | Time: 2606.86 ms [2020-12-09 16:48:47 main:574] : INFO : Epoch 871 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 2567.27 ms [2020-12-09 16:48:50 main:574] : INFO : Epoch 872 | loss: 0.0311984 | val_loss: 0.0312026 | Time: 2465.84 ms [2020-12-09 16:48:52 main:574] : INFO : Epoch 873 | loss: 0.031199 | val_loss: 0.0312014 | Time: 2574.71 ms [2020-12-09 16:48:55 main:574] : INFO : Epoch 874 | loss: 0.0311989 | val_loss: 0.0312033 | Time: 2544.79 ms [2020-12-09 16:48:58 main:574] : INFO : Epoch 875 | loss: 0.0311983 | val_loss: 0.0312003 | Time: 2492.84 ms [2020-12-09 16:49:00 main:574] : INFO : Epoch 876 | loss: 0.0311986 | val_loss: 0.0312006 | Time: 2547.56 ms [2020-12-09 16:49:03 main:574] : INFO : Epoch 877 | loss: 0.0311989 | val_loss: 0.0312008 | Time: 2488.05 ms [2020-12-09 16:49:05 main:574] : INFO : Epoch 878 | loss: 0.0312 | val_loss: 0.0312018 | Time: 2562.63 ms [2020-12-09 16:49:08 main:574] : INFO : Epoch 879 | loss: 0.0312021 | val_loss: 0.0312029 | Time: 2487.11 ms [2020-12-09 16:49:11 main:574] : INFO : Epoch 880 | loss: 0.0312019 | val_loss: 0.0312055 | Time: 2557.29 ms [2020-12-09 16:49:13 main:574] : INFO : Epoch 881 | loss: 0.0312014 | val_loss: 0.0312051 | Time: 2506.71 ms [2020-12-09 16:49:16 main:574] : INFO : Epoch 882 | loss: 0.0312027 | val_loss: 0.0312021 | Time: 2445.87 ms [2020-12-09 16:49:18 main:574] : INFO : Epoch 883 | loss: 0.0312003 | val_loss: 0.0312018 | Time: 2496.5 ms [2020-12-09 16:49:21 main:574] : INFO : Epoch 884 | loss: 0.0311992 | val_loss: 0.0312011 | Time: 2523.78 ms [2020-12-09 16:49:23 main:574] : INFO : Epoch 885 | loss: 0.0311984 | val_loss: 0.0311997 | Time: 2459.99 ms [2020-12-09 16:49:26 main:574] : INFO : Epoch 886 | loss: 0.0312055 | val_loss: 0.0312041 | Time: 2538.63 ms [2020-12-09 16:49:28 main:574] : INFO : Epoch 887 | loss: 0.0312016 | val_loss: 0.0312034 | Time: 2538.28 ms [2020-12-09 16:49:31 main:574] : INFO : Epoch 888 | loss: 0.0312004 | val_loss: 0.0312022 | Time: 2500.34 ms [2020-12-09 16:49:33 main:574] : INFO : Epoch 889 | loss: 0.0311984 | val_loss: 0.031205 | Time: 2481.85 ms [2020-12-09 16:49:36 main:574] : INFO : Epoch 890 | loss: 0.0312009 | val_loss: 0.0312049 | Time: 2479.3 ms [2020-12-09 16:49:38 main:574] : INFO : Epoch 891 | loss: 0.0312007 | val_loss: 0.0312022 | Time: 2501.17 ms [2020-12-09 16:49:41 main:574] : INFO : Epoch 892 | loss: 0.0312003 | val_loss: 0.0312049 | Time: 2506.95 ms [2020-12-09 16:49:43 main:574] : INFO : Epoch 893 | loss: 0.0312003 | val_loss: 0.0312034 | Time: 2510.67 ms [2020-12-09 16:49:46 main:574] : INFO : Epoch 894 | loss: 0.0311987 | val_loss: 0.0312013 | Time: 2480.97 ms [2020-12-09 16:49:49 main:574] : INFO : Epoch 895 | loss: 0.0311972 | val_loss: 0.0312014 | Time: 2552.59 ms [2020-12-09 16:49:51 main:574] : INFO : Epoch 896 | loss: 0.031197 | val_loss: 0.0312012 | Time: 2493.23 ms [2020-12-09 16:49:54 main:574] : INFO : Epoch 897 | loss: 0.0311974 | val_loss: 0.0312047 | Time: 2589.75 ms [2020-12-09 16:49:56 main:574] : INFO : Epoch 898 | loss: 0.0311972 | val_loss: 0.0312016 | Time: 2509 ms [2020-12-09 16:49:59 main:574] : INFO : Epoch 899 | loss: 0.031197 | val_loss: 0.0312024 | Time: 2464.29 ms [2020-12-09 16:50:01 main:574] : INFO : Epoch 900 | loss: 0.0311989 | val_loss: 0.0312019 | Time: 2481.96 ms [2020-12-09 16:50:04 main:574] : INFO : Epoch 901 | loss: 0.031199 | val_loss: 0.0312033 | Time: 2521.55 ms [2020-12-09 16:50:06 main:574] : INFO : Epoch 902 | loss: 0.0311988 | val_loss: 0.0312011 | Time: 2512.42 ms [2020-12-09 16:50:09 main:574] : INFO : Epoch 903 | loss: 0.0311974 | val_loss: 0.0312052 | Time: 2490.84 ms [2020-12-09 16:50:12 main:574] : INFO : Epoch 904 | loss: 0.0311982 | val_loss: 0.0312046 | Time: 2455.89 ms [2020-12-09 16:50:14 main:574] : INFO : Epoch 905 | loss: 0.0312 | val_loss: 0.0312019 | Time: 2564.98 ms [2020-12-09 16:50:17 main:574] : INFO : Epoch 906 | loss: 0.0312001 | val_loss: 0.0312052 | Time: 2606.46 ms [2020-12-09 16:50:19 main:574] : INFO : Epoch 907 | loss: 0.0311992 | val_loss: 0.0312007 | Time: 2506.03 ms [2020-12-09 16:50:22 main:574] : INFO : Epoch 908 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 2496.41 ms [2020-12-09 16:50:24 main:574] : INFO : Epoch 909 | loss: 0.0311977 | val_loss: 0.0312003 | Time: 2579.35 ms [2020-12-09 16:50:27 main:574] : INFO : Epoch 910 | loss: 0.0311974 | val_loss: 0.0311992 | Time: 2462.19 ms [2020-12-09 16:50:30 main:574] : INFO : Epoch 911 | loss: 0.031197 | val_loss: 0.0311988 | Time: 2581.65 ms [2020-12-09 16:50:32 main:574] : INFO : Epoch 912 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 2522.45 ms [2020-12-09 16:50:35 main:574] : INFO : Epoch 913 | loss: 0.0311961 | val_loss: 0.0312003 | Time: 2500.81 ms [2020-12-09 16:50:37 main:574] : INFO : Epoch 914 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 2574.1 ms [2020-12-09 16:50:40 main:574] : INFO : Epoch 915 | loss: 0.0311955 | val_loss: 0.0311993 | Time: 2489.78 ms [2020-12-09 16:50:42 main:574] : INFO : Epoch 916 | loss: 0.0311958 | val_loss: 0.0312012 | Time: 2447.97 ms [2020-12-09 16:50:45 main:574] : INFO : Epoch 917 | loss: 0.0311965 | val_loss: 0.0311995 | Time: 2526.36 ms [2020-12-09 16:50:47 main:574] : INFO : Epoch 918 | loss: 0.0311953 | val_loss: 0.0311986 | Time: 2494.79 ms [2020-12-09 16:50:50 main:574] : INFO : Epoch 919 | loss: 0.0311956 | val_loss: 0.0311991 | Time: 2557.2 ms [2020-12-09 16:50:53 main:574] : INFO : Epoch 920 | loss: 0.0311963 | val_loss: 0.0311976 | Time: 2466.73 ms [2020-12-09 16:50:55 main:574] : INFO : Epoch 921 | loss: 0.0311956 | val_loss: 0.0311988 | Time: 2502.43 ms [2020-12-09 16:50:58 main:574] : INFO : Epoch 922 | loss: 0.0311962 | val_loss: 0.0311974 | Time: 2463.1 ms [2020-12-09 16:51:00 main:574] : INFO : Epoch 923 | loss: 0.0311946 | val_loss: 0.0311964 | Time: 2473.06 ms [2020-12-09 16:51:03 main:574] : INFO : Epoch 924 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 2539.58 ms [2020-12-09 16:51:05 main:574] : INFO : Epoch 925 | loss: 0.0311941 | val_loss: 0.0311968 | Time: 2555.5 ms [2020-12-09 16:51:08 main:574] : INFO : Epoch 926 | loss: 0.031194 | val_loss: 0.0311972 | Time: 2525.72 ms [2020-12-09 16:51:10 main:574] : INFO : Epoch 927 | loss: 0.0311948 | val_loss: 0.0311968 | Time: 2503.26 ms [2020-12-09 16:51:13 main:574] : INFO : Epoch 928 | loss: 0.0311937 | val_loss: 0.0311972 | Time: 2486.48 ms [2020-12-09 16:51:15 main:574] : INFO : Epoch 929 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 2485.83 ms [2020-12-09 16:51:18 main:574] : INFO : Epoch 930 | loss: 0.0311957 | val_loss: 0.0311971 | Time: 2556.19 ms [2020-12-09 16:51:20 main:574] : INFO : Epoch 931 | loss: 0.0311946 | val_loss: 0.0311977 | Time: 2455.88 ms [2020-12-09 16:51:23 main:574] : INFO : Epoch 932 | loss: 0.031194 | val_loss: 0.0311966 | Time: 2555.21 ms [2020-12-09 16:51:26 main:574] : INFO : Epoch 933 | loss: 0.031194 | val_loss: 0.0311963 | Time: 2474.02 ms [2020-12-09 16:51:28 main:574] : INFO : Epoch 934 | loss: 0.0311936 | val_loss: 0.0312003 | Time: 2505.56 ms [2020-12-09 16:51:31 main:574] : INFO : Epoch 935 | loss: 0.0311942 | val_loss: 0.0311988 | Time: 2622.92 ms [2020-12-09 16:51:33 main:574] : INFO : Epoch 936 | loss: 0.031194 | val_loss: 0.0311964 | Time: 2526.95 ms [2020-12-09 16:51:36 main:574] : INFO : Epoch 937 | loss: 0.0311951 | val_loss: 0.031195 | Time: 2440.78 ms [2020-12-09 16:51:38 main:574] : INFO : Epoch 938 | loss: 0.0311936 | val_loss: 0.0311958 | Time: 2507.89 ms [2020-12-09 16:51:41 main:574] : INFO : Epoch 939 | loss: 0.0311931 | val_loss: 0.0311954 | Time: 2468.71 ms [2020-12-09 16:51:44 main:574] : INFO : Epoch 940 | loss: 0.0311928 | val_loss: 0.0311951 | Time: 2543.56 ms [2020-12-09 16:51:46 main:574] : INFO : Epoch 941 | loss: 0.0311927 | val_loss: 0.0311968 | Time: 2518.46 ms [2020-12-09 16:51:49 main:574] : INFO : Epoch 942 | loss: 0.0311945 | val_loss: 0.0311964 | Time: 2530.19 ms [2020-12-09 16:51:51 main:574] : INFO : Epoch 943 | loss: 0.0311972 | val_loss: 0.0312049 | Time: 2677.74 ms [2020-12-09 16:51:54 main:574] : INFO : Epoch 944 | loss: 0.031197 | val_loss: 0.0311997 | Time: 2585.58 ms [2020-12-09 16:51:57 main:574] : INFO : Epoch 945 | loss: 0.031206 | val_loss: 0.0312014 | Time: 2533.44 ms [2020-12-09 16:51:59 main:574] : INFO : Epoch 946 | loss: 0.0312026 | val_loss: 0.0312001 | Time: 2505.14 ms [2020-12-09 16:52:02 main:574] : INFO : Epoch 947 | loss: 0.0311991 | val_loss: 0.0311976 | Time: 2442.01 ms [2020-12-09 16:52:04 main:574] : INFO : Epoch 948 | loss: 0.0311972 | val_loss: 0.0311971 | Time: 2585.44 ms [2020-12-09 16:52:07 main:574] : INFO : Epoch 949 | loss: 0.0311966 | val_loss: 0.0311969 | Time: 2503.15 ms [2020-12-09 16:52:09 main:574] : INFO : Epoch 950 | loss: 0.031196 | val_loss: 0.0311969 | Time: 2510.24 ms [2020-12-09 16:52:12 main:574] : INFO : Epoch 951 | loss: 0.0311959 | val_loss: 0.0311972 | Time: 2505.49 ms [2020-12-09 16:52:14 main:574] : INFO : Epoch 952 | loss: 0.0311966 | val_loss: 0.0311987 | Time: 2488.7 ms [2020-12-09 16:52:17 main:574] : INFO : Epoch 953 | loss: 0.0311952 | val_loss: 0.0311966 | Time: 2516.99 ms [2020-12-09 16:52:20 main:574] : INFO : Epoch 954 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 2544.98 ms [2020-12-09 16:52:22 main:574] : INFO : Epoch 955 | loss: 0.031195 | val_loss: 0.0311983 | Time: 2537.32 ms [2020-12-09 16:52:25 main:574] : INFO : Epoch 956 | loss: 0.0311952 | val_loss: 0.031198 | Time: 2588.62 ms [2020-12-09 16:52:27 main:574] : INFO : Epoch 957 | loss: 0.0311953 | val_loss: 0.0311969 | Time: 2520.06 ms [2020-12-09 16:52:30 main:574] : INFO : Epoch 958 | loss: 0.0311931 | val_loss: 0.0311962 | Time: 2448.66 ms [2020-12-09 16:52:32 main:574] : INFO : Epoch 959 | loss: 0.031194 | val_loss: 0.0311984 | Time: 2522.26 ms [2020-12-09 16:52:35 main:574] : INFO : Epoch 960 | loss: 0.0311936 | val_loss: 0.0311964 | Time: 2523.28 ms [2020-12-09 16:52:38 main:574] : INFO : Epoch 961 | loss: 0.0311929 | val_loss: 0.0311975 | Time: 2569.11 ms [2020-12-09 16:52:40 main:574] : INFO : Epoch 962 | loss: 0.031193 | val_loss: 0.0311989 | Time: 2506.66 ms [2020-12-09 16:52:43 main:574] : INFO : Epoch 963 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2522.09 ms [2020-12-09 16:52:45 main:574] : INFO : Epoch 964 | loss: 0.031195 | val_loss: 0.0311989 | Time: 2478.22 ms [2020-12-09 16:52:48 main:574] : INFO : Epoch 965 | loss: 0.0311945 | val_loss: 0.0311982 | Time: 2444.21 ms [2020-12-09 16:52:50 main:574] : INFO : Epoch 966 | loss: 0.0311934 | val_loss: 0.0311978 | Time: 2696.15 ms [2020-12-09 16:52:53 main:574] : INFO : Epoch 967 | loss: 0.031193 | val_loss: 0.0311983 | Time: 2519.72 ms [2020-12-09 16:52:56 main:574] : INFO : Epoch 968 | loss: 0.0311938 | val_loss: 0.0311986 | Time: 2536.45 ms [2020-12-09 16:52:58 main:574] : INFO : Epoch 969 | loss: 0.0311933 | val_loss: 0.0311975 | Time: 2464.35 ms [2020-12-09 16:53:01 main:574] : INFO : Epoch 970 | loss: 0.0311924 | val_loss: 0.0312003 | Time: 2512.17 ms [2020-12-09 16:53:03 main:574] : INFO : Epoch 971 | loss: 0.0311928 | val_loss: 0.0311979 | Time: 2553.7 ms [2020-12-09 16:53:06 main:574] : INFO : Epoch 972 | loss: 0.0311936 | val_loss: 0.0312014 | Time: 2511.37 ms [2020-12-09 16:53:08 main:574] : INFO : Epoch 973 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 2532.78 ms [2020-12-09 16:53:11 main:574] : INFO : Epoch 974 | loss: 0.0311919 | val_loss: 0.0311989 | Time: 2518.12 ms [2020-12-09 16:53:13 main:574] : INFO : Epoch 975 | loss: 0.0311926 | val_loss: 0.0312009 | Time: 2534.89 ms [2020-12-09 16:53:16 main:574] : INFO : Epoch 976 | loss: 0.0311925 | val_loss: 0.031198 | Time: 2507.62 ms [2020-12-09 16:53:19 main:574] : INFO : Epoch 977 | loss: 0.0311928 | val_loss: 0.0311987 | Time: 2493.69 ms [2020-12-09 16:53:21 main:574] : INFO : Epoch 978 | loss: 0.0311937 | val_loss: 0.0311975 | Time: 2510.58 ms [2020-12-09 16:53:24 main:574] : INFO : Epoch 979 | loss: 0.0311916 | val_loss: 0.0311971 | Time: 2514.53 ms [2020-12-09 16:53:26 main:574] : INFO : Epoch 980 | loss: 0.0311916 | val_loss: 0.0311982 | Time: 2473.09 ms [2020-12-09 16:53:29 main:574] : INFO : Epoch 981 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 2505.09 ms [2020-12-09 16:53:31 main:574] : INFO : Epoch 982 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 2558.62 ms [2020-12-09 16:53:34 main:574] : INFO : Epoch 983 | loss: 0.0311926 | val_loss: 0.0311972 | Time: 2534.64 ms [2020-12-09 16:53:36 main:574] : INFO : Epoch 984 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 2507.41 ms [2020-12-09 16:53:39 main:574] : INFO : Epoch 985 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 2526.55 ms [2020-12-09 16:53:42 main:574] : INFO : Epoch 986 | loss: 0.0311911 | val_loss: 0.0311976 | Time: 2485.55 ms [2020-12-09 16:53:44 main:574] : INFO : Epoch 987 | loss: 0.0311901 | val_loss: 0.031198 | Time: 2547.34 ms [2020-12-09 16:53:47 main:574] : INFO : Epoch 988 | loss: 0.0311905 | val_loss: 0.0311988 | Time: 2604.84 ms [2020-12-09 16:53:49 main:574] : INFO : Epoch 989 | loss: 0.0311904 | val_loss: 0.0311985 | Time: 2532.8 ms [2020-12-09 16:53:52 main:574] : INFO : Epoch 990 | loss: 0.0311897 | val_loss: 0.0311973 | Time: 2570.16 ms [2020-12-09 16:53:54 main:574] : INFO : Epoch 991 | loss: 0.0311895 | val_loss: 0.0311976 | Time: 2448.64 ms [2020-12-09 16:53:57 main:574] : INFO : Epoch 992 | loss: 0.0311903 | val_loss: 0.0311967 | Time: 2552.89 ms [2020-12-09 16:54:00 main:574] : INFO : Epoch 993 | loss: 0.0311894 | val_loss: 0.0311976 | Time: 2472.6 ms [2020-12-09 16:54:02 main:574] : INFO : Epoch 994 | loss: 0.0311897 | val_loss: 0.0312008 | Time: 2537.68 ms [2020-12-09 16:54:05 main:574] : INFO : Epoch 995 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 2463.07 ms [2020-12-09 16:54:07 main:574] : INFO : Epoch 996 | loss: 0.03119 | val_loss: 0.0311965 | Time: 2485.53 ms [2020-12-09 16:54:10 main:574] : INFO : Epoch 997 | loss: 0.0311893 | val_loss: 0.031197 | Time: 2543.2 ms [2020-12-09 16:54:12 main:574] : INFO : Epoch 998 | loss: 0.0311897 | val_loss: 0.0311986 | Time: 2506.63 ms [2020-12-09 16:54:15 main:574] : INFO : Epoch 999 | loss: 0.0311896 | val_loss: 0.031196 | Time: 2550.78 ms [2020-12-09 16:54:17 main:574] : INFO : Epoch 1000 | loss: 0.0311895 | val_loss: 0.0311972 | Time: 2494.45 ms [2020-12-09 16:54:20 main:574] : INFO : Epoch 1001 | loss: 0.0311911 | val_loss: 0.0311995 | Time: 2535.35 ms [2020-12-09 16:54:23 main:574] : INFO : Epoch 1002 | loss: 0.0311972 | val_loss: 0.0312118 | Time: 2531.49 ms [2020-12-09 16:54:25 main:574] : INFO : Epoch 1003 | loss: 0.0312 | val_loss: 0.0312038 | Time: 2462.71 ms [2020-12-09 16:54:28 main:574] : INFO : Epoch 1004 | loss: 0.0311941 | val_loss: 0.0311993 | Time: 2478.45 ms [2020-12-09 16:54:30 main:574] : INFO : Epoch 1005 | loss: 0.0311917 | val_loss: 0.0311966 | Time: 2524.18 ms [2020-12-09 16:54:33 main:574] : INFO : Epoch 1006 | loss: 0.0311906 | val_loss: 0.031197 | Time: 2508.06 ms [2020-12-09 16:54:35 main:574] : INFO : Epoch 1007 | loss: 0.0311912 | val_loss: 0.0311967 | Time: 2592.13 ms [2020-12-09 16:54:38 main:574] : INFO : Epoch 1008 | loss: 0.0311901 | val_loss: 0.0311973 | Time: 2610.85 ms [2020-12-09 16:54:40 main:574] : INFO : Epoch 1009 | loss: 0.0311903 | val_loss: 0.0311961 | Time: 2468.12 ms [2020-12-09 16:54:43 main:574] : INFO : Epoch 1010 | loss: 0.031191 | val_loss: 0.031197 | Time: 2633.46 ms [2020-12-09 16:54:46 main:574] : INFO : Epoch 1011 | loss: 0.0311927 | val_loss: 0.0311978 | Time: 2509.91 ms [2020-12-09 16:54:48 main:574] : INFO : Epoch 1012 | loss: 0.0311913 | val_loss: 0.031197 | Time: 2531.61 ms [2020-12-09 16:54:51 main:574] : INFO : Epoch 1013 | loss: 0.0311901 | val_loss: 0.0311959 | Time: 2475.96 ms [2020-12-09 16:54:53 main:574] : INFO : Epoch 1014 | loss: 0.0311892 | val_loss: 0.031195 | Time: 2537.56 ms [2020-12-09 16:54:56 main:574] : INFO : Epoch 1015 | loss: 0.0311886 | val_loss: 0.0311954 | Time: 2479.41 ms [2020-12-09 16:54:58 main:574] : INFO : Epoch 1016 | loss: 0.0311885 | val_loss: 0.0311962 | Time: 2515.88 ms [2020-12-09 16:55:01 main:574] : INFO : Epoch 1017 | loss: 0.0311885 | val_loss: 0.031196 | Time: 2556.36 ms [2020-12-09 16:55:04 main:574] : INFO : Epoch 1018 | loss: 0.0311915 | val_loss: 0.0311962 | Time: 2538.83 ms [2020-12-09 16:55:06 main:574] : INFO : Epoch 1019 | loss: 0.031195 | val_loss: 0.0312029 | Time: 2484.19 ms [2020-12-09 16:55:09 main:574] : INFO : Epoch 1020 | loss: 0.0311988 | val_loss: 0.0312013 | Time: 2533.61 ms [2020-12-09 16:55:11 main:574] : INFO : Epoch 1021 | loss: 0.0311984 | val_loss: 0.0312003 | Time: 2491.2 ms [2020-12-09 16:55:14 main:574] : INFO : Epoch 1022 | loss: 0.0311968 | val_loss: 0.0311989 | Time: 2520.86 ms [2020-12-09 16:55:16 main:574] : INFO : Epoch 1023 | loss: 0.031196 | val_loss: 0.0311986 | Time: 2471.26 ms [2020-12-09 16:55:19 main:574] : INFO : Epoch 1024 | loss: 0.0311956 | val_loss: 0.0311992 | Time: 2454.82 ms [2020-12-09 16:55:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311992 [2020-12-09 16:55:19 main:603] : INFO : Saving end state to config to file [2020-12-09 16:55:19 main:608] : INFO : Success, exiting.. 16:55:19 (13164): 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)