Task 3361984
| Name | ParityMachine-1605455154-24311-5_0 |
| Workunit | 1622006 |
| Created | 19 Dec 2020, 22:04:15 UTC |
| Sent | 20 Dec 2020, 22:26:25 UTC |
| Report deadline | 27 Dec 2020, 22:26:25 UTC |
| Received | 21 Dec 2020, 11:41:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 42 sec |
| CPU time | 34 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 510 | loss: 0.0311836 | val_loss: 0.0311924 | Time: 2028.46 ms [2020-12-21 05:23:31 main:581] : INFO : Epoch 511 | loss: 0.0311829 | val_loss: 0.0311926 | Time: 2033.89 ms [2020-12-21 05:23:33 main:581] : INFO : Epoch 512 | loss: 0.0311827 | val_loss: 0.0311945 | Time: 2028.85 ms [2020-12-21 05:23:35 main:581] : INFO : Epoch 513 | loss: 0.031183 | val_loss: 0.0311931 | Time: 2022.97 ms [2020-12-21 05:23:37 main:581] : INFO : Epoch 514 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 2031.31 ms [2020-12-21 05:23:39 main:581] : INFO : Epoch 515 | loss: 0.0311829 | val_loss: 0.0311923 | Time: 2023.03 ms [2020-12-21 05:23:41 main:581] : INFO : Epoch 516 | loss: 0.0311819 | val_loss: 0.0311918 | Time: 2019.17 ms [2020-12-21 05:23:43 main:581] : INFO : Epoch 517 | loss: 0.0311826 | val_loss: 0.0311927 | Time: 2027.72 ms [2020-12-21 05:23:45 main:581] : INFO : Epoch 518 | loss: 0.0311832 | val_loss: 0.0311929 | Time: 2021.39 ms [2020-12-21 05:23:47 main:581] : INFO : Epoch 519 | loss: 0.0311824 | val_loss: 0.0311928 | Time: 2020.1 ms [2020-12-21 05:23:49 main:581] : INFO : Epoch 520 | loss: 0.0311832 | val_loss: 0.0311926 | Time: 2029.68 ms [2020-12-21 05:23:51 main:581] : INFO : Epoch 521 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 2028.48 ms [2020-12-21 05:23:53 main:581] : INFO : Epoch 522 | loss: 0.0311816 | val_loss: 0.0311915 | Time: 2029.5 ms [2020-12-21 05:23:55 main:581] : INFO : Epoch 523 | loss: 0.0311813 | val_loss: 0.0311919 | Time: 2022.78 ms [2020-12-21 05:23:57 main:581] : INFO : Epoch 524 | loss: 0.031181 | val_loss: 0.0311917 | Time: 2020.74 ms [2020-12-21 05:23:59 main:581] : INFO : Epoch 525 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 2025.34 ms [2020-12-21 05:24:01 main:581] : INFO : Epoch 526 | loss: 0.031183 | val_loss: 0.031192 | Time: 2019.99 ms [2020-12-21 05:24:03 main:581] : INFO : Epoch 527 | loss: 0.0311841 | val_loss: 0.0311936 | Time: 2021.55 ms [2020-12-21 05:24:05 main:581] : INFO : Epoch 528 | loss: 0.0311889 | val_loss: 0.0312006 | Time: 2022.18 ms [2020-12-21 05:24:07 main:581] : INFO : Epoch 529 | loss: 0.0311942 | val_loss: 0.0311993 | Time: 2028.51 ms [2020-12-21 05:24:09 main:581] : INFO : Epoch 530 | loss: 0.0311917 | val_loss: 0.0311971 | Time: 2023.06 ms [2020-12-21 05:24:11 main:581] : INFO : Epoch 531 | loss: 0.0311902 | val_loss: 0.0311977 | Time: 2031.71 ms [2020-12-21 05:24:13 main:581] : INFO : Epoch 532 | loss: 0.0311917 | val_loss: 0.0311983 | Time: 2019.02 ms [2020-12-21 05:24:15 main:581] : INFO : Epoch 533 | loss: 0.0311892 | val_loss: 0.0311967 | Time: 2023.21 ms [2020-12-21 05:24:17 main:581] : INFO : Epoch 534 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 2025.82 ms [2020-12-21 05:24:19 main:581] : INFO : Epoch 535 | loss: 0.0311901 | val_loss: 0.0312051 | Time: 2026.2 ms [2020-12-21 05:24:21 main:581] : INFO : Epoch 536 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 2020.68 ms [2020-12-21 05:24:23 main:581] : INFO : Epoch 537 | loss: 0.031188 | val_loss: 0.0311935 | Time: 2030.49 ms [2020-12-21 05:24:25 main:581] : INFO : Epoch 538 | loss: 0.0311872 | val_loss: 0.0311942 | Time: 2022.72 ms [2020-12-21 05:24:27 main:581] : INFO : Epoch 539 | loss: 0.0311859 | val_loss: 0.0311957 | Time: 2030.57 ms [2020-12-21 05:24:29 main:581] : INFO : Epoch 540 | loss: 0.0311852 | val_loss: 0.031194 | Time: 2019.33 ms [2020-12-21 05:24:31 main:581] : INFO : Epoch 541 | loss: 0.0311863 | val_loss: 0.0311974 | Time: 2024.45 ms [2020-12-21 05:24:33 main:581] : INFO : Epoch 542 | loss: 0.0311854 | val_loss: 0.0311937 | Time: 2019.5 ms [2020-12-21 05:24:35 main:581] : INFO : Epoch 543 | loss: 0.0311848 | val_loss: 0.0311929 | Time: 2030.03 ms [2020-12-21 05:24:37 main:581] : INFO : Epoch 544 | loss: 0.0311826 | val_loss: 0.0311926 | Time: 2029.94 ms [2020-12-21 05:24:39 main:581] : INFO : Epoch 545 | loss: 0.0311851 | val_loss: 0.0312003 | Time: 2020.44 ms [2020-12-21 05:24:41 main:581] : INFO : Epoch 546 | loss: 0.0311846 | val_loss: 0.0311922 | Time: 2029.33 ms [2020-12-21 05:24:43 main:581] : INFO : Epoch 547 | loss: 0.0311819 | val_loss: 0.031193 | Time: 2024.57 ms [2020-12-21 05:24:46 main:581] : INFO : Epoch 548 | loss: 0.0311811 | val_loss: 0.0311921 | Time: 2030.43 ms [2020-12-21 05:24:48 main:581] : INFO : Epoch 549 | loss: 0.0311808 | val_loss: 0.0311978 | Time: 2020.61 ms [2020-12-21 05:24:50 main:581] : INFO : Epoch 550 | loss: 0.0311805 | val_loss: 0.0311952 | Time: 2033.62 ms [2020-12-21 05:24:52 main:581] : INFO : Epoch 551 | loss: 0.031184 | val_loss: 0.0312133 | Time: 2022.77 ms [2020-12-21 05:24:54 main:581] : INFO : Epoch 552 | loss: 0.0311883 | val_loss: 0.0311916 | Time: 2032.42 ms [2020-12-21 05:24:56 main:581] : INFO : Epoch 553 | loss: 0.0311809 | val_loss: 0.0311919 | Time: 2022.37 ms [2020-12-21 05:24:58 main:581] : INFO : Epoch 554 | loss: 0.0311806 | val_loss: 0.0311923 | Time: 2041.53 ms [2020-12-21 05:25:00 main:581] : INFO : Epoch 555 | loss: 0.0311795 | val_loss: 0.0311921 | Time: 2024.94 ms [2020-12-21 05:25:02 main:581] : INFO : Epoch 556 | loss: 0.03118 | val_loss: 0.0311931 | Time: 2042.33 ms [2020-12-21 05:25:04 main:581] : INFO : Epoch 557 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 2024.32 ms [2020-12-21 05:25:06 main:581] : INFO : Epoch 558 | loss: 0.0311784 | val_loss: 0.0311938 | Time: 2036.44 ms [2020-12-21 05:25:08 main:581] : INFO : Epoch 559 | loss: 0.0311792 | val_loss: 0.0311938 | Time: 2026.91 ms [2020-12-21 05:25:10 main:581] : INFO : Epoch 560 | loss: 0.0311834 | val_loss: 0.031196 | Time: 2034.33 ms [2020-12-21 05:25:12 main:581] : INFO : Epoch 561 | loss: 0.0311888 | val_loss: 0.0311955 | Time: 2028.26 ms [2020-12-21 05:25:14 main:581] : INFO : Epoch 562 | loss: 0.0311855 | val_loss: 0.031195 | Time: 2034.66 ms [2020-12-21 05:25:16 main:581] : INFO : Epoch 563 | loss: 0.0311844 | val_loss: 0.0311931 | Time: 2031.8 ms [2020-12-21 05:25:18 main:581] : INFO : Epoch 564 | loss: 0.031183 | val_loss: 0.0311933 | Time: 2018.01 ms [2020-12-21 05:25:20 main:581] : INFO : Epoch 565 | loss: 0.0311833 | val_loss: 0.0311926 | Time: 2023.13 ms [2020-12-21 05:25:22 main:581] : INFO : Epoch 566 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 2018.44 ms [2020-12-21 05:25:24 main:581] : INFO : Epoch 567 | loss: 0.0311841 | val_loss: 0.0311938 | Time: 2025.1 ms [2020-12-21 05:25:26 main:581] : INFO : Epoch 568 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 2011.28 ms [2020-12-21 05:25:28 main:581] : INFO : Epoch 569 | loss: 0.0311829 | val_loss: 0.0311917 | Time: 2018.26 ms [2020-12-21 05:25:30 main:581] : INFO : Epoch 570 | loss: 0.0311803 | val_loss: 0.0311911 | Time: 2018.86 ms [2020-12-21 05:25:32 main:581] : INFO : Epoch 571 | loss: 0.0311796 | val_loss: 0.0311924 | Time: 2026.05 ms [2020-12-21 05:25:34 main:581] : INFO : Epoch 572 | loss: 0.0311867 | val_loss: 0.0311915 | Time: 2021.3 ms [2020-12-21 05:25:36 main:581] : INFO : Epoch 573 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 2022.91 ms [2020-12-21 05:25:38 main:581] : INFO : Epoch 574 | loss: 0.0311863 | val_loss: 0.0311979 | Time: 2017.45 ms [2020-12-21 05:25:40 main:581] : INFO : Epoch 575 | loss: 0.0311866 | val_loss: 0.031187 | Time: 2017.66 ms [2020-12-21 05:25:42 main:581] : INFO : Epoch 576 | loss: 0.0311825 | val_loss: 0.0311882 | Time: 2025.99 ms [2020-12-21 05:25:44 main:581] : INFO : Epoch 577 | loss: 0.0311823 | val_loss: 0.031195 | Time: 2010.91 ms [2020-12-21 05:25:46 main:581] : INFO : Epoch 578 | loss: 0.0311821 | val_loss: 0.0311921 | Time: 2027.36 ms [2020-12-21 05:25:48 main:581] : INFO : Epoch 579 | loss: 0.0311801 | val_loss: 0.0311902 | Time: 2016.25 ms [2020-12-21 05:25:50 main:581] : INFO : Epoch 580 | loss: 0.0311796 | val_loss: 0.0311873 | Time: 2017.2 ms [2020-12-21 05:25:52 main:581] : INFO : Epoch 581 | loss: 0.0311779 | val_loss: 0.0311894 | Time: 2018.18 ms [2020-12-21 05:25:54 main:581] : INFO : Epoch 582 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2027.15 ms [2020-12-21 05:25:56 main:581] : INFO : Epoch 583 | loss: 0.0311795 | val_loss: 0.0311834 | Time: 2017.66 ms [2020-12-21 05:25:58 main:581] : INFO : Epoch 584 | loss: 0.0311807 | val_loss: 0.0311889 | Time: 2028.13 ms [2020-12-21 05:26:00 main:581] : INFO : Epoch 585 | loss: 0.0311788 | val_loss: 0.0311817 | Time: 2018.5 ms [2020-12-21 05:26:02 main:581] : INFO : Epoch 586 | loss: 0.0311762 | val_loss: 0.0311822 | Time: 2028.83 ms [2020-12-21 05:26:04 main:581] : INFO : Epoch 587 | loss: 0.0311752 | val_loss: 0.0311811 | Time: 2022.54 ms [2020-12-21 05:26:07 main:581] : INFO : Epoch 588 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 2031.21 ms [2020-12-21 05:26:09 main:581] : INFO : Epoch 589 | loss: 0.0311748 | val_loss: 0.0311852 | Time: 2025.6 ms [2020-12-21 05:26:11 main:581] : INFO : Epoch 590 | loss: 0.0311743 | val_loss: 0.031178 | Time: 2033.82 ms [2020-12-21 05:26:13 main:581] : INFO : Epoch 591 | loss: 0.031172 | val_loss: 0.0311739 | Time: 2028.2 ms [2020-12-21 05:26:15 main:581] : INFO : Epoch 592 | loss: 0.0311681 | val_loss: 0.0311701 | Time: 2030.83 ms [2020-12-21 05:26:17 main:581] : INFO : Epoch 593 | loss: 0.0311657 | val_loss: 0.031174 | Time: 2035.48 ms [2020-12-21 05:26:19 main:581] : INFO : Epoch 594 | loss: 0.0311651 | val_loss: 0.0311741 | Time: 2033.17 ms [2020-12-21 05:26:21 main:581] : INFO : Epoch 595 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2032.99 ms [2020-12-21 05:26:23 main:581] : INFO : Epoch 596 | loss: 0.0311639 | val_loss: 0.0311765 | Time: 2029.95 ms [2020-12-21 05:26:25 main:581] : INFO : Epoch 597 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 2024.95 ms [2020-12-21 05:26:27 main:581] : INFO : Epoch 598 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 2025.25 ms [2020-12-21 05:26:29 main:581] : INFO : Epoch 599 | loss: 0.0311718 | val_loss: 0.0311714 | Time: 2021.09 ms [2020-12-21 05:26:31 main:581] : INFO : Epoch 600 | loss: 0.0311663 | val_loss: 0.0311733 | Time: 2048.27 ms [2020-12-21 05:26:33 main:581] : INFO : Epoch 601 | loss: 0.0311637 | val_loss: 0.03117 | Time: 2015.06 ms [2020-12-21 05:26:35 main:581] : INFO : Epoch 602 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2020.71 ms [2020-12-21 05:26:37 main:581] : INFO : Epoch 603 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 2030.93 ms [2020-12-21 05:26:39 main:581] : INFO : Epoch 604 | loss: 0.0311623 | val_loss: 0.0311736 | Time: 2019.41 ms [2020-12-21 05:26:41 main:581] : INFO : Epoch 605 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 2032.46 ms [2020-12-21 05:26:43 main:581] : INFO : Epoch 606 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2031.82 ms [2020-12-21 05:26:45 main:581] : INFO : Epoch 607 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 2030.48 ms [2020-12-21 05:26:47 main:581] : INFO : Epoch 608 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 2024.73 ms [2020-12-21 05:26:49 main:581] : INFO : Epoch 609 | loss: 0.0311622 | val_loss: 0.0311691 | Time: 2037.67 ms [2020-12-21 05:26:51 main:581] : INFO : Epoch 610 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 2015.63 ms [2020-12-21 05:26:53 main:581] : INFO : Epoch 611 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 2029.91 ms [2020-12-21 05:26:55 main:581] : INFO : Epoch 612 | loss: 0.031164 | val_loss: 0.0311704 | Time: 2042.03 ms [2020-12-21 05:26:57 main:581] : INFO : Epoch 613 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2031.95 ms [2020-12-21 05:26:59 main:581] : INFO : Epoch 614 | loss: 0.0311596 | val_loss: 0.0311701 | Time: 2030.67 ms [2020-12-21 05:27:01 main:581] : INFO : Epoch 615 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 2025.94 ms [2020-12-21 05:27:03 main:581] : INFO : Epoch 616 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2033.19 ms [2020-12-21 05:27:05 main:581] : INFO : Epoch 617 | loss: 0.0311596 | val_loss: 0.0311687 | Time: 2022.26 ms [2020-12-21 05:27:07 main:581] : INFO : Epoch 618 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 2030.65 ms [2020-12-21 05:27:09 main:581] : INFO : Epoch 619 | loss: 0.0311602 | val_loss: 0.0311753 | Time: 2031.19 ms [2020-12-21 05:27:11 main:581] : INFO : Epoch 620 | loss: 0.031162 | val_loss: 0.0311764 | Time: 2021.84 ms [2020-12-21 05:27:13 main:581] : INFO : Epoch 621 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 2010.83 ms [2020-12-21 05:27:16 main:581] : INFO : Epoch 622 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 2038.62 ms [2020-12-21 05:27:18 main:581] : INFO : Epoch 623 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 2026.11 ms [2020-12-21 05:27:20 main:581] : INFO : Epoch 624 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 2032.85 ms [2020-12-21 05:27:22 main:581] : INFO : Epoch 625 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 2032.44 ms [2020-12-21 05:27:24 main:581] : INFO : Epoch 626 | loss: 0.0311628 | val_loss: 0.0311694 | Time: 2031.77 ms [2020-12-21 05:27:26 main:581] : INFO : Epoch 627 | loss: 0.0311608 | val_loss: 0.0311689 | Time: 2024.22 ms [2020-12-21 05:27:28 main:581] : INFO : Epoch 628 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 2025 ms [2020-12-21 05:27:30 main:581] : INFO : Epoch 629 | loss: 0.0311626 | val_loss: 0.0311697 | Time: 2037.18 ms [2020-12-21 05:27:32 main:581] : INFO : Epoch 630 | loss: 0.0311625 | val_loss: 0.0311683 | Time: 2024.69 ms [2020-12-21 05:27:34 main:581] : INFO : Epoch 631 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 2025.56 ms [2020-12-21 05:27:36 main:581] : INFO : Epoch 632 | loss: 0.03116 | val_loss: 0.0311691 | Time: 2029.71 ms [2020-12-21 05:27:38 main:581] : INFO : Epoch 633 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 2022.14 ms [2020-12-21 05:27:40 main:581] : INFO : Epoch 634 | loss: 0.0311595 | val_loss: 0.0311685 | Time: 2030.63 ms [2020-12-21 05:27:42 main:581] : INFO : Epoch 635 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 2020.85 ms [2020-12-21 05:27:44 main:581] : INFO : Epoch 636 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 2022.82 ms [2020-12-21 05:27:46 main:581] : INFO : Epoch 637 | loss: 0.031159 | val_loss: 0.0311695 | Time: 2032.19 ms [2020-12-21 05:27:48 main:581] : INFO : Epoch 638 | loss: 0.0311612 | val_loss: 0.0311684 | Time: 2021.8 ms [2020-12-21 05:27:50 main:581] : INFO : Epoch 639 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2016.82 ms [2020-12-21 05:27:52 main:581] : INFO : Epoch 640 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 2021.64 ms [2020-12-21 05:27:54 main:581] : INFO : Epoch 641 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 2028.91 ms [2020-12-21 05:27:56 main:581] : INFO : Epoch 642 | loss: 0.031158 | val_loss: 0.0311694 | Time: 2027.17 ms [2020-12-21 05:27:58 main:581] : INFO : Epoch 643 | loss: 0.0311587 | val_loss: 0.031169 | Time: 2018.05 ms [2020-12-21 05:28:00 main:581] : INFO : Epoch 644 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2021.92 ms [2020-12-21 05:28:02 main:581] : INFO : Epoch 645 | loss: 0.031158 | val_loss: 0.0311678 | Time: 2027.08 ms [2020-12-21 05:28:04 main:581] : INFO : Epoch 646 | loss: 0.0311574 | val_loss: 0.0311699 | Time: 2025.58 ms [2020-12-21 05:28:06 main:581] : INFO : Epoch 647 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 2018.97 ms [2020-12-21 05:28:08 main:581] : INFO : Epoch 648 | loss: 0.0311558 | val_loss: 0.0311686 | Time: 2033.55 ms [2020-12-21 05:28:10 main:581] : INFO : Epoch 649 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 2023.41 ms [2020-12-21 05:28:12 main:581] : INFO : Epoch 650 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 2014.48 ms [2020-12-21 05:28:14 main:581] : INFO : Epoch 651 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 2031.89 ms [2020-12-21 05:28:16 main:581] : INFO : Epoch 652 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 2030.82 ms [2020-12-21 05:28:18 main:581] : INFO : Epoch 653 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 2040.28 ms [2020-12-21 05:28:20 main:581] : INFO : Epoch 654 | loss: 0.0311585 | val_loss: 0.031168 | Time: 2024.28 ms [2020-12-21 05:28:22 main:581] : INFO : Epoch 655 | loss: 0.0311578 | val_loss: 0.0311694 | Time: 2025.9 ms [2020-12-21 05:28:24 main:581] : INFO : Epoch 656 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 2043.84 ms [2020-12-21 05:28:26 main:581] : INFO : Epoch 657 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 2021.19 ms [2020-12-21 05:28:28 main:581] : INFO : Epoch 658 | loss: 0.0311571 | val_loss: 0.031168 | Time: 2024.16 ms [2020-12-21 05:28:30 main:581] : INFO : Epoch 659 | loss: 0.0311557 | val_loss: 0.0311687 | Time: 2026.31 ms [2020-12-21 05:28:33 main:581] : INFO : Epoch 660 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2020.89 ms [2020-12-21 05:28:35 main:581] : INFO : Epoch 661 | loss: 0.0311569 | val_loss: 0.0311693 | Time: 2026.63 ms [2020-12-21 05:28:37 main:581] : INFO : Epoch 662 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 2022.59 ms [2020-12-21 05:28:39 main:581] : INFO : Epoch 663 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2023.82 ms [2020-12-21 05:28:41 main:581] : INFO : Epoch 664 | loss: 0.0311565 | val_loss: 0.0311709 | Time: 2027.31 ms [2020-12-21 05:28:43 main:581] : INFO : Epoch 665 | loss: 0.0311548 | val_loss: 0.0311695 | Time: 2027.13 ms [2020-12-21 05:28:45 main:581] : INFO : Epoch 666 | loss: 0.0311531 | val_loss: 0.0311676 | Time: 2031.2 ms [2020-12-21 05:28:47 main:581] : INFO : Epoch 667 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 2021.61 ms [2020-12-21 05:28:49 main:581] : INFO : Epoch 668 | loss: 0.031153 | val_loss: 0.0311682 | Time: 2029.67 ms [2020-12-21 05:28:51 main:581] : INFO : Epoch 669 | loss: 0.0311526 | val_loss: 0.0311676 | Time: 2020.56 ms [2020-12-21 05:28:53 main:581] : INFO : Epoch 670 | loss: 0.0311565 | val_loss: 0.03117 | Time: 2026.42 ms [2020-12-21 05:28:55 main:581] : INFO : Epoch 671 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 2026.37 ms [2020-12-21 05:28:57 main:581] : INFO : Epoch 672 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2024.87 ms [2020-12-21 05:28:59 main:581] : INFO : Epoch 673 | loss: 0.031156 | val_loss: 0.0311646 | Time: 2011.37 ms [2020-12-21 05:29:01 main:581] : INFO : Epoch 674 | loss: 0.0311561 | val_loss: 0.0311672 | Time: 2029.32 ms [2020-12-21 05:29:03 main:581] : INFO : Epoch 675 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 2025.86 ms [2020-12-21 05:29:05 main:581] : INFO : Epoch 676 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 2017.94 ms [2020-12-21 05:29:07 main:581] : INFO : Epoch 677 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2018.87 ms [2020-12-21 05:29:09 main:581] : INFO : Epoch 678 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 2022.64 ms [2020-12-21 05:29:11 main:581] : INFO : Epoch 679 | loss: 0.031153 | val_loss: 0.0311674 | Time: 2029.72 ms [2020-12-21 05:29:13 main:581] : INFO : Epoch 680 | loss: 0.0311525 | val_loss: 0.0311669 | Time: 2028.41 ms [2020-12-21 05:29:15 main:581] : INFO : Epoch 681 | loss: 0.0311519 | val_loss: 0.0311684 | Time: 2019.36 ms [2020-12-21 05:29:17 main:581] : INFO : Epoch 682 | loss: 0.0311519 | val_loss: 0.031167 | Time: 2021.86 ms [2020-12-21 05:29:19 main:581] : INFO : Epoch 683 | loss: 0.0311511 | val_loss: 0.0311701 | Time: 2036.62 ms [2020-12-21 05:29:21 main:581] : INFO : Epoch 684 | loss: 0.0311538 | val_loss: 0.0311686 | Time: 2036.84 ms [2020-12-21 05:29:23 main:581] : INFO : Epoch 685 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 2022.67 ms [2020-12-21 05:29:25 main:581] : INFO : Epoch 686 | loss: 0.031152 | val_loss: 0.0311667 | Time: 2031.18 ms [2020-12-21 05:29:27 main:581] : INFO : Epoch 687 | loss: 0.031152 | val_loss: 0.031167 | Time: 2025.92 ms [2020-12-21 05:29:29 main:581] : INFO : Epoch 688 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 2035.23 ms [2020-12-21 05:29:31 main:581] : INFO : Epoch 689 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 2039.14 ms [2020-12-21 05:29:33 main:581] : INFO : Epoch 690 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2036.96 ms [2020-12-21 05:29:35 main:581] : INFO : Epoch 691 | loss: 0.0311526 | val_loss: 0.0311703 | Time: 2036.4 ms [2020-12-21 05:29:37 main:581] : INFO : Epoch 692 | loss: 0.0311526 | val_loss: 0.0311704 | Time: 2023 ms [2020-12-21 05:29:39 main:581] : INFO : Epoch 693 | loss: 0.031153 | val_loss: 0.0311705 | Time: 2026.51 ms [2020-12-21 05:29:41 main:581] : INFO : Epoch 694 | loss: 0.0311509 | val_loss: 0.031168 | Time: 2040.43 ms [2020-12-21 05:29:43 main:581] : INFO : Epoch 695 | loss: 0.0311516 | val_loss: 0.031167 | Time: 2026.56 ms [2020-12-21 05:29:46 main:581] : INFO : Epoch 696 | loss: 0.0311506 | val_loss: 0.0311668 | Time: 2034.45 ms [2020-12-21 05:29:48 main:581] : INFO : Epoch 697 | loss: 0.0311515 | val_loss: 0.0311662 | Time: 2026.61 ms [2020-12-21 05:29:50 main:581] : INFO : Epoch 698 | loss: 0.0311521 | val_loss: 0.031167 | Time: 2032.91 ms [2020-12-21 05:29:52 main:581] : INFO : Epoch 699 | loss: 0.0311522 | val_loss: 0.0311695 | Time: 2026.27 ms [2020-12-21 05:29:54 main:581] : INFO : Epoch 700 | loss: 0.0311527 | val_loss: 0.0311685 | Time: 2033.38 ms [2020-12-21 05:29:56 main:581] : INFO : Epoch 701 | loss: 0.031152 | val_loss: 0.0311698 | Time: 2035.06 ms [2020-12-21 05:29:58 main:581] : INFO : Epoch 702 | loss: 0.031151 | val_loss: 0.0311711 | Time: 2028.57 ms [2020-12-21 05:30:00 main:581] : INFO : Epoch 703 | loss: 0.031152 | val_loss: 0.031172 | Time: 2033.62 ms [2020-12-21 05:30:02 main:581] : INFO : Epoch 704 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 2029.43 ms [2020-12-21 05:30:04 main:581] : INFO : Epoch 705 | loss: 0.0311527 | val_loss: 0.0311655 | Time: 2022.08 ms [2020-12-21 05:30:06 main:581] : INFO : Epoch 706 | loss: 0.0311526 | val_loss: 0.0311733 | Time: 2029.62 ms [2020-12-21 05:30:08 main:581] : INFO : Epoch 707 | loss: 0.0311512 | val_loss: 0.0311709 | Time: 2023.08 ms [2020-12-21 05:30:10 main:581] : INFO : Epoch 708 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 2012.04 ms [2020-12-21 05:30:12 main:581] : INFO : Epoch 709 | loss: 0.0311507 | val_loss: 0.0311652 | Time: 2027.48 ms [2020-12-21 05:30:14 main:581] : INFO : Epoch 710 | loss: 0.0311517 | val_loss: 0.0311661 | Time: 2025.06 ms [2020-12-21 05:30:16 main:581] : INFO : Epoch 711 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 2017.61 ms [2020-12-21 05:30:18 main:581] : INFO : Epoch 712 | loss: 0.0311522 | val_loss: 0.0311654 | Time: 2028.86 ms [2020-12-21 05:30:20 main:581] : INFO : Epoch 713 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 2034.83 ms [2020-12-21 05:30:22 main:581] : INFO : Epoch 714 | loss: 0.0311499 | val_loss: 0.0311665 | Time: 2021.09 ms [2020-12-21 05:30:24 main:581] : INFO : Epoch 715 | loss: 0.0311494 | val_loss: 0.0311668 | Time: 2028.88 ms [2020-12-21 05:30:26 main:581] : INFO : Epoch 716 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 2020.84 ms [2020-12-21 05:30:28 main:581] : INFO : Epoch 717 | loss: 0.0311496 | val_loss: 0.0311674 | Time: 2021.39 ms [2020-12-21 05:30:30 main:581] : INFO : Epoch 718 | loss: 0.0311488 | val_loss: 0.0311672 | Time: 2030.62 ms [2020-12-21 05:30:32 main:581] : INFO : Epoch 719 | loss: 0.0311527 | val_loss: 0.0311819 | Time: 2031.68 ms [2020-12-21 05:30:34 main:581] : INFO : Epoch 720 | loss: 0.0311508 | val_loss: 0.0311671 | Time: 2025.6 ms [2020-12-21 05:30:36 main:581] : INFO : Epoch 721 | loss: 0.0311499 | val_loss: 0.0311735 | Time: 2028.11 ms [2020-12-21 05:30:38 main:581] : INFO : Epoch 722 | loss: 0.0311524 | val_loss: 0.0311681 | Time: 2027.57 ms [2020-12-21 05:30:40 main:581] : INFO : Epoch 723 | loss: 0.0311549 | val_loss: 0.031187 | Time: 2031.61 ms [2020-12-21 05:30:42 main:581] : INFO : Epoch 724 | loss: 0.0311614 | val_loss: 0.0311713 | Time: 2029.68 ms [2020-12-21 05:30:44 main:581] : INFO : Epoch 725 | loss: 0.0311539 | val_loss: 0.0311677 | Time: 2026.66 ms [2020-12-21 05:30:46 main:581] : INFO : Epoch 726 | loss: 0.0311524 | val_loss: 0.0311667 | Time: 2027.62 ms [2020-12-21 05:30:48 main:581] : INFO : Epoch 727 | loss: 0.0311496 | val_loss: 0.0311666 | Time: 2022.09 ms [2020-12-21 05:30:50 main:581] : INFO : Epoch 728 | loss: 0.0311517 | val_loss: 0.0311737 | Time: 2034.6 ms [2020-12-21 05:30:52 main:581] : INFO : Epoch 729 | loss: 0.0311506 | val_loss: 0.0311695 | Time: 2038.74 ms [2020-12-21 05:30:54 main:581] : INFO : Epoch 730 | loss: 0.0311494 | val_loss: 0.0311686 | Time: 2032.57 ms [2020-12-21 05:30:56 main:581] : INFO : Epoch 731 | loss: 0.0311488 | val_loss: 0.0311681 | Time: 2038.58 ms [2020-12-21 05:30:59 main:581] : INFO : Epoch 732 | loss: 0.0311488 | val_loss: 0.031167 | Time: 2038.66 ms [2020-12-21 05:31:01 main:581] : INFO : Epoch 733 | loss: 0.0311504 | val_loss: 0.0311681 | Time: 2032.94 ms [2020-12-21 05:31:03 main:581] : INFO : Epoch 734 | loss: 0.0311489 | val_loss: 0.0311682 | Time: 2030.56 ms [2020-12-21 05:31:05 main:581] : INFO : Epoch 735 | loss: 0.0311475 | val_loss: 0.0311674 | Time: 2026.13 ms [2020-12-21 05:31:07 main:581] : INFO : Epoch 736 | loss: 0.0311467 | val_loss: 0.0311683 | Time: 2032.26 ms [2020-12-21 05:31:09 main:581] : INFO : Epoch 737 | loss: 0.031147 | val_loss: 0.031167 | Time: 2033.94 ms [2020-12-21 05:31:11 main:581] : INFO : Epoch 738 | loss: 0.0311464 | val_loss: 0.0311672 | Time: 2037.22 ms [2020-12-21 05:31:13 main:581] : INFO : Epoch 739 | loss: 0.0311469 | val_loss: 0.0311699 | Time: 2033.19 ms [2020-12-21 05:31:15 main:581] : INFO : Epoch 740 | loss: 0.0311486 | val_loss: 0.0311667 | Time: 2035.44 ms [2020-12-21 05:31:17 main:581] : INFO : Epoch 741 | loss: 0.0311477 | val_loss: 0.0311715 | Time: 2035.95 ms [2020-12-21 05:31:19 main:581] : INFO : Epoch 742 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 2030.57 ms [2020-12-21 05:31:21 main:581] : INFO : Epoch 743 | loss: 0.031149 | val_loss: 0.0311665 | Time: 2038.2 ms [2020-12-21 05:31:23 main:581] : INFO : Epoch 744 | loss: 0.0311498 | val_loss: 0.0311681 | Time: 2027.54 ms [2020-12-21 05:31:25 main:581] : INFO : Epoch 745 | loss: 0.0311512 | val_loss: 0.0311746 | Time: 2018.06 ms [2020-12-21 05:31:27 main:581] : INFO : Epoch 746 | loss: 0.0311517 | val_loss: 0.0311709 | Time: 1852.98 ms [2020-12-21 05:31:29 main:581] : INFO : Epoch 747 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 2024.41 ms [2020-12-21 05:31:31 main:581] : INFO : Epoch 748 | loss: 0.0311485 | val_loss: 0.0311676 | Time: 2033.37 ms [2020-12-21 05:31:33 main:581] : INFO : Epoch 749 | loss: 0.0311486 | val_loss: 0.0311676 | Time: 2023.83 ms [2020-12-21 05:31:35 main:581] : INFO : Epoch 750 | loss: 0.0311486 | val_loss: 0.0311664 | Time: 2032.22 ms [2020-12-21 05:31:37 main:581] : INFO : Epoch 751 | loss: 0.0311471 | val_loss: 0.0311678 | Time: 2039.97 ms [2020-12-21 05:31:39 main:581] : INFO : Epoch 752 | loss: 0.0311484 | val_loss: 0.0311672 | Time: 2034.03 ms [2020-12-21 05:31:41 main:581] : INFO : Epoch 753 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 2043.09 ms [2020-12-21 05:31:43 main:581] : INFO : Epoch 754 | loss: 0.0311477 | val_loss: 0.031166 | Time: 2024.6 ms [2020-12-21 05:31:45 main:581] : INFO : Epoch 755 | loss: 0.0311469 | val_loss: 0.0311651 | Time: 2033.86 ms [2020-12-21 05:31:47 main:581] : INFO : Epoch 756 | loss: 0.0311477 | val_loss: 0.0311652 | Time: 2027.54 ms [2020-12-21 05:31:49 main:581] : INFO : Epoch 757 | loss: 0.0311481 | val_loss: 0.0311687 | Time: 2026.65 ms [2020-12-21 05:31:51 main:581] : INFO : Epoch 758 | loss: 0.0311499 | val_loss: 0.031167 | Time: 2036.56 ms [2020-12-21 05:31:53 main:581] : INFO : Epoch 759 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 2036.17 ms [2020-12-21 05:31:55 main:581] : INFO : Epoch 760 | loss: 0.0311459 | val_loss: 0.0311663 | Time: 2030.47 ms [2020-12-21 05:31:57 main:581] : INFO : Epoch 761 | loss: 0.0311459 | val_loss: 0.0311665 | Time: 2044.15 ms [2020-12-21 05:31:59 main:581] : INFO : Epoch 762 | loss: 0.0311448 | val_loss: 0.031165 | Time: 2026.39 ms [2020-12-21 05:32:01 main:581] : INFO : Epoch 763 | loss: 0.031146 | val_loss: 0.031168 | Time: 2025.12 ms [2020-12-21 05:32:03 main:581] : INFO : Epoch 764 | loss: 0.0311453 | val_loss: 0.0311667 | Time: 2025.15 ms [2020-12-21 05:32:05 main:581] : INFO : Epoch 765 | loss: 0.0311442 | val_loss: 0.0311657 | Time: 2031.82 ms [2020-12-21 05:32:07 main:581] : INFO : Epoch 766 | loss: 0.0311464 | val_loss: 0.0311724 | Time: 2035.32 ms [2020-12-21 05:32:09 main:581] : INFO : Epoch 767 | loss: 0.0311506 | val_loss: 0.0311743 | Time: 2021.02 ms [2020-12-21 05:32:11 main:581] : INFO : Epoch 768 | loss: 0.0311485 | val_loss: 0.0311651 | Time: 2019.47 ms [2020-12-21 05:32:14 main:581] : INFO : Epoch 769 | loss: 0.0311452 | val_loss: 0.0311667 | Time: 2032.02 ms [2020-12-21 05:32:16 main:581] : INFO : Epoch 770 | loss: 0.0311485 | val_loss: 0.0311698 | Time: 2030.35 ms [2020-12-21 05:32:18 main:581] : INFO : Epoch 771 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 2027.77 ms [2020-12-21 05:32:20 main:581] : INFO : Epoch 772 | loss: 0.0311469 | val_loss: 0.0311685 | Time: 2033.26 ms [2020-12-21 05:32:22 main:581] : INFO : Epoch 773 | loss: 0.0311452 | val_loss: 0.0311661 | Time: 2031.57 ms [2020-12-21 05:32:24 main:581] : INFO : Epoch 774 | loss: 0.0311452 | val_loss: 0.031169 | Time: 2023.44 ms [2020-12-21 05:32:26 main:581] : INFO : Epoch 775 | loss: 0.0311463 | val_loss: 0.0311683 | Time: 2027.56 ms [2020-12-21 05:32:28 main:581] : INFO : Epoch 776 | loss: 0.031149 | val_loss: 0.0311692 | Time: 2024.73 ms [2020-12-21 05:32:30 main:581] : INFO : Epoch 777 | loss: 0.031146 | val_loss: 0.0311676 | Time: 2030.49 ms [2020-12-21 05:32:32 main:581] : INFO : Epoch 778 | loss: 0.0311462 | val_loss: 0.031166 | Time: 2025.56 ms [2020-12-21 05:32:34 main:581] : INFO : Epoch 779 | loss: 0.0311455 | val_loss: 0.0311659 | Time: 2033.44 ms [2020-12-21 05:32:36 main:581] : INFO : Epoch 780 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 2034.16 ms [2020-12-21 05:32:38 main:581] : INFO : Epoch 781 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 2036.62 ms [2020-12-21 05:32:40 main:581] : INFO : Epoch 782 | loss: 0.031149 | val_loss: 0.0311685 | Time: 2028.61 ms [2020-12-21 05:32:42 main:581] : INFO : Epoch 783 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2026.46 ms [2020-12-21 05:32:44 main:581] : INFO : Epoch 784 | loss: 0.0311506 | val_loss: 0.0311698 | Time: 2034.28 ms [2020-12-21 05:32:46 main:581] : INFO : Epoch 785 | loss: 0.0311479 | val_loss: 0.0311663 | Time: 2033.44 ms [2020-12-21 05:32:48 main:581] : INFO : Epoch 786 | loss: 0.0311481 | val_loss: 0.0311749 | Time: 2017.71 ms [2020-12-21 05:32:50 main:581] : INFO : Epoch 787 | loss: 0.0311501 | val_loss: 0.0311699 | Time: 2039.93 ms [2020-12-21 05:32:52 main:581] : INFO : Epoch 788 | loss: 0.0311479 | val_loss: 0.0311687 | Time: 2031.44 ms [2020-12-21 05:32:54 main:581] : INFO : Epoch 789 | loss: 0.0311469 | val_loss: 0.0311715 | Time: 2023.89 ms [2020-12-21 05:32:56 main:581] : INFO : Epoch 790 | loss: 0.0311488 | val_loss: 0.0311695 | Time: 2031.69 ms [2020-12-21 05:32:58 main:581] : INFO : Epoch 791 | loss: 0.031152 | val_loss: 0.0311706 | Time: 2023.03 ms [2020-12-21 05:33:00 main:581] : INFO : Epoch 792 | loss: 0.0311525 | val_loss: 0.0311722 | Time: 2016.98 ms [2020-12-21 05:33:02 main:581] : INFO : Epoch 793 | loss: 0.0311506 | val_loss: 0.0311735 | Time: 2031.92 ms [2020-12-21 05:33:04 main:581] : INFO : Epoch 794 | loss: 0.0311505 | val_loss: 0.0311708 | Time: 2035.1 ms [2020-12-21 05:33:06 main:581] : INFO : Epoch 795 | loss: 0.0311498 | val_loss: 0.0311727 | Time: 2019.63 ms [2020-12-21 05:33:08 main:581] : INFO : Epoch 796 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 2032.12 ms [2020-12-21 05:33:10 main:581] : INFO : Epoch 797 | loss: 0.0311498 | val_loss: 0.0311731 | Time: 2031.55 ms [2020-12-21 05:33:12 main:581] : INFO : Epoch 798 | loss: 0.0311513 | val_loss: 0.0311693 | Time: 2021.5 ms [2020-12-21 05:33:14 main:581] : INFO : Epoch 799 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 2023.29 ms [2020-12-21 05:33:16 main:581] : INFO : Epoch 800 | loss: 0.0311485 | val_loss: 0.0311681 | Time: 2031.6 ms [2020-12-21 05:33:18 main:581] : INFO : Epoch 801 | loss: 0.031148 | val_loss: 0.0311721 | Time: 2023.49 ms [2020-12-21 05:33:20 main:581] : INFO : Epoch 802 | loss: 0.0311493 | val_loss: 0.0311728 | Time: 2022.49 ms [2020-12-21 05:33:22 main:581] : INFO : Epoch 803 | loss: 0.031149 | val_loss: 0.0311701 | Time: 2024.18 ms [2020-12-21 05:33:25 main:581] : INFO : Epoch 804 | loss: 0.0311479 | val_loss: 0.0311725 | Time: 2032.64 ms [2020-12-21 05:33:27 main:581] : INFO : Epoch 805 | loss: 0.0311485 | val_loss: 0.0311754 | Time: 2038.93 ms [2020-12-21 05:33:29 main:581] : INFO : Epoch 806 | loss: 0.0311467 | val_loss: 0.0311709 | Time: 2037.81 ms [2020-12-21 05:33:31 main:581] : INFO : Epoch 807 | loss: 0.0311492 | val_loss: 0.0311811 | Time: 2036.83 ms [2020-12-21 05:33:33 main:581] : INFO : Epoch 808 | loss: 0.0311506 | val_loss: 0.0311712 | Time: 2040.62 ms [2020-12-21 05:33:35 main:581] : INFO : Epoch 809 | loss: 0.031147 | val_loss: 0.0311737 | Time: 2038.71 ms [2020-12-21 05:33:37 main:581] : INFO : Epoch 810 | loss: 0.0311461 | val_loss: 0.0311742 | Time: 2027.83 ms [2020-12-21 05:33:39 main:581] : INFO : Epoch 811 | loss: 0.0311451 | val_loss: 0.03117 | Time: 2031.36 ms [2020-12-21 05:33:41 main:581] : INFO : Epoch 812 | loss: 0.0311447 | val_loss: 0.0311694 | Time: 2016.17 ms [2020-12-21 05:33:43 main:581] : INFO : Epoch 813 | loss: 0.0311468 | val_loss: 0.0311739 | Time: 2025.94 ms [2020-12-21 05:33:45 main:581] : INFO : Epoch 814 | loss: 0.0311456 | val_loss: 0.0311721 | Time: 2025.58 ms [2020-12-21 05:33:47 main:581] : INFO : Epoch 815 | loss: 0.0311454 | val_loss: 0.0311745 | Time: 2025.39 ms [2020-12-21 05:33:49 main:581] : INFO : Epoch 816 | loss: 0.0311445 | val_loss: 0.0311708 | Time: 2022.61 ms [2020-12-21 05:33:51 main:581] : INFO : Epoch 817 | loss: 0.0311443 | val_loss: 0.0311715 | Time: 2042.89 ms [2020-12-21 05:33:53 main:581] : INFO : Epoch 818 | loss: 0.0311447 | val_loss: 0.0311724 | Time: 2039.67 ms [2020-12-21 05:33:55 main:581] : INFO : Epoch 819 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 2035.66 ms [2020-12-21 05:33:57 main:581] : INFO : Epoch 820 | loss: 0.0311492 | val_loss: 0.0311705 | Time: 2025.97 ms [2020-12-21 05:33:59 main:581] : INFO : Epoch 821 | loss: 0.0311525 | val_loss: 0.03118 | Time: 2031.95 ms [2020-12-21 05:34:01 main:581] : INFO : Epoch 822 | loss: 0.0311502 | val_loss: 0.0311694 | Time: 2024.09 ms [2020-12-21 05:34:03 main:581] : INFO : Epoch 823 | loss: 0.0311482 | val_loss: 0.0311681 | Time: 2033.89 ms [2020-12-21 05:34:05 main:581] : INFO : Epoch 824 | loss: 0.0311497 | val_loss: 0.0311706 | Time: 2031.85 ms [2020-12-21 05:34:07 main:581] : INFO : Epoch 825 | loss: 0.0311489 | val_loss: 0.031169 | Time: 2024.09 ms [2020-12-21 05:34:09 main:581] : INFO : Epoch 826 | loss: 0.0311489 | val_loss: 0.0311697 | Time: 2022.82 ms [2020-12-21 05:34:11 main:581] : INFO : Epoch 827 | loss: 0.0311495 | val_loss: 0.0311827 | Time: 2032.38 ms [2020-12-21 05:34:13 main:581] : INFO : Epoch 828 | loss: 0.0311504 | val_loss: 0.0311738 | Time: 2029.06 ms [2020-12-21 05:34:15 main:581] : INFO : Epoch 829 | loss: 0.0311477 | val_loss: 0.0311667 | Time: 2032.89 ms [2020-12-21 05:34:17 main:581] : INFO : Epoch 830 | loss: 0.0311465 | val_loss: 0.0311676 | Time: 2025.31 ms [2020-12-21 05:34:19 main:581] : INFO : Epoch 831 | loss: 0.0311458 | val_loss: 0.0311649 | Time: 2032.86 ms [2020-12-21 05:34:21 main:581] : INFO : Epoch 832 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 2024.75 ms [2020-12-21 05:34:23 main:581] : INFO : Epoch 833 | loss: 0.0311505 | val_loss: 0.0311742 | Time: 2032.93 ms [2020-12-21 05:34:25 main:581] : INFO : Epoch 834 | loss: 0.0311483 | val_loss: 0.0311664 | Time: 2038.69 ms [2020-12-21 05:34:27 main:581] : INFO : Epoch 835 | loss: 0.0311467 | val_loss: 0.0311686 | Time: 2037.11 ms [2020-12-21 05:34:30 main:581] : INFO : Epoch 836 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 2026.58 ms [2020-12-21 05:34:32 main:581] : INFO : Epoch 837 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 2034.2 ms [2020-12-21 05:34:34 main:581] : INFO : Epoch 838 | loss: 0.0311475 | val_loss: 0.0311677 | Time: 2027.48 ms [2020-12-21 05:34:36 main:581] : INFO : Epoch 839 | loss: 0.0311438 | val_loss: 0.031164 | Time: 2036.31 ms [2020-12-21 05:34:38 main:581] : INFO : Epoch 840 | loss: 0.0311441 | val_loss: 0.0311707 | Time: 2037.3 ms [2020-12-21 05:34:40 main:581] : INFO : Epoch 841 | loss: 0.0311449 | val_loss: 0.0311709 | Time: 2036.4 ms [2020-12-21 05:34:42 main:581] : INFO : Epoch 842 | loss: 0.0311435 | val_loss: 0.0311687 | Time: 2036.36 ms [2020-12-21 05:34:44 main:581] : INFO : Epoch 843 | loss: 0.0311446 | val_loss: 0.0311663 | Time: 2028.32 ms [2020-12-21 05:34:46 main:581] : INFO : Epoch 844 | loss: 0.0311441 | val_loss: 0.0311665 | Time: 2030.06 ms [2020-12-21 05:34:48 main:581] : INFO : Epoch 845 | loss: 0.0311436 | val_loss: 0.0311668 | Time: 2040.97 ms [2020-12-21 05:34:50 main:581] : INFO : Epoch 846 | loss: 0.0311426 | val_loss: 0.0311713 | Time: 2030.41 ms [2020-12-21 05:34:52 main:581] : INFO : Epoch 847 | loss: 0.0311439 | val_loss: 0.031168 | Time: 2035.39 ms [2020-12-21 05:34:54 main:581] : INFO : Epoch 848 | loss: 0.0311451 | val_loss: 0.0311701 | Time: 2037.7 ms [2020-12-21 05:34:56 main:581] : INFO : Epoch 849 | loss: 0.0311469 | val_loss: 0.0311678 | Time: 2029.59 ms [2020-12-21 05:34:58 main:581] : INFO : Epoch 850 | loss: 0.0311498 | val_loss: 0.0311716 | Time: 2042.17 ms [2020-12-21 05:35:00 main:581] : INFO : Epoch 851 | loss: 0.031152 | val_loss: 0.0311706 | Time: 2040.17 ms [2020-12-21 05:35:02 main:581] : INFO : Epoch 852 | loss: 0.0311478 | val_loss: 0.0311674 | Time: 2040.37 ms [2020-12-21 05:35:04 main:581] : INFO : Epoch 853 | loss: 0.0311474 | val_loss: 0.031169 | Time: 2029.55 ms [2020-12-21 05:35:06 main:581] : INFO : Epoch 854 | loss: 0.0311475 | val_loss: 0.0311717 | Time: 2041.66 ms [2020-12-21 05:35:08 main:581] : INFO : Epoch 855 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 2039.79 ms [2020-12-21 05:35:10 main:581] : INFO : Epoch 856 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 2032.49 ms [2020-12-21 05:35:12 main:581] : INFO : Epoch 857 | loss: 0.0311452 | val_loss: 0.031173 | Time: 2039.16 ms [2020-12-21 05:35:14 main:581] : INFO : Epoch 858 | loss: 0.0311439 | val_loss: 0.0311692 | Time: 2037.86 ms [2020-12-21 05:35:16 main:581] : INFO : Epoch 859 | loss: 0.031145 | val_loss: 0.0311708 | Time: 2039.79 ms [2020-12-21 05:35:18 main:581] : INFO : Epoch 860 | loss: 0.0311469 | val_loss: 0.0311709 | Time: 2038.94 ms [2020-12-21 05:35:20 main:581] : INFO : Epoch 861 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 2036.03 ms [2020-12-21 05:35:22 main:581] : INFO : Epoch 862 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 2030.84 ms [2020-12-21 05:35:24 main:581] : INFO : Epoch 863 | loss: 0.031146 | val_loss: 0.0311684 | Time: 2037.9 ms [2020-12-21 05:35:27 main:581] : INFO : Epoch 864 | loss: 0.0311453 | val_loss: 0.0311663 | Time: 2040.21 ms [2020-12-21 05:35:29 main:581] : INFO : Epoch 865 | loss: 0.0311469 | val_loss: 0.0311676 | Time: 2036.43 ms [2020-12-21 05:35:31 main:581] : INFO : Epoch 866 | loss: 0.0311446 | val_loss: 0.0311684 | Time: 2029.72 ms [2020-12-21 05:35:33 main:581] : INFO : Epoch 867 | loss: 0.0311441 | val_loss: 0.0311682 | Time: 2035.88 ms [2020-12-21 05:35:35 main:581] : INFO : Epoch 868 | loss: 0.031143 | val_loss: 0.0311691 | Time: 2035.72 ms [2020-12-21 05:35:37 main:581] : INFO : Epoch 869 | loss: 0.0311459 | val_loss: 0.0311771 | Time: 2027.47 ms [2020-12-21 05:35:39 main:581] : INFO : Epoch 870 | loss: 0.0311489 | val_loss: 0.0311668 | Time: 2045.85 ms [2020-12-21 05:35:41 main:581] : INFO : Epoch 871 | loss: 0.0311458 | val_loss: 0.0311671 | Time: 2030.7 ms [2020-12-21 05:35:43 main:581] : INFO : Epoch 872 | loss: 0.0311453 | val_loss: 0.031166 | Time: 2037.15 ms [2020-12-21 05:35:45 main:581] : INFO : Epoch 873 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 2048.23 ms [2020-12-21 05:35:47 main:581] : INFO : Epoch 874 | loss: 0.031147 | val_loss: 0.0311685 | Time: 2038.81 ms [2020-12-21 05:35:49 main:581] : INFO : Epoch 875 | loss: 0.0311447 | val_loss: 0.0311707 | Time: 2024.21 ms [2020-12-21 05:35:51 main:581] : INFO : Epoch 876 | loss: 0.0311478 | val_loss: 0.0311721 | Time: 2032.97 ms [2020-12-21 05:35:53 main:581] : INFO : Epoch 877 | loss: 0.0311484 | val_loss: 0.0311677 | Time: 2047.5 ms [2020-12-21 05:35:55 main:581] : INFO : Epoch 878 | loss: 0.031146 | val_loss: 0.0311709 | Time: 2040.69 ms [2020-12-21 05:35:57 main:581] : INFO : Epoch 879 | loss: 0.0311467 | val_loss: 0.0311718 | Time: 2039.99 ms [2020-12-21 05:35:59 main:581] : INFO : Epoch 880 | loss: 0.0311477 | val_loss: 0.0311725 | Time: 2043.22 ms [2020-12-21 05:36:01 main:581] : INFO : Epoch 881 | loss: 0.0311448 | val_loss: 0.031176 | Time: 2041.45 ms [2020-12-21 05:36:03 main:581] : INFO : Epoch 882 | loss: 0.0311459 | val_loss: 0.0311705 | Time: 2038.06 ms [2020-12-21 05:36:05 main:581] : INFO : Epoch 883 | loss: 0.0311434 | val_loss: 0.0311746 | Time: 2039.48 ms [2020-12-21 05:36:07 main:581] : INFO : Epoch 884 | loss: 0.0311445 | val_loss: 0.0311706 | Time: 2029.63 ms [2020-12-21 05:36:09 main:581] : INFO : Epoch 885 | loss: 0.0311454 | val_loss: 0.0311766 | Time: 2037.48 ms [2020-12-21 05:36:11 main:581] : INFO : Epoch 886 | loss: 0.0311451 | val_loss: 0.0311681 | Time: 2042.13 ms [2020-12-21 05:36:13 main:581] : INFO : Epoch 887 | loss: 0.031144 | val_loss: 0.0311695 | Time: 2041.86 ms [2020-12-21 05:36:15 main:581] : INFO : Epoch 888 | loss: 0.0311421 | val_loss: 0.0311687 | Time: 2030.47 ms [2020-12-21 05:36:17 main:581] : INFO : Epoch 889 | loss: 0.031142 | val_loss: 0.0311703 | Time: 2041.84 ms [2020-12-21 05:36:20 main:581] : INFO : Epoch 890 | loss: 0.0311429 | val_loss: 0.0311695 | Time: 2040.73 ms [2020-12-21 05:36:22 main:581] : INFO : Epoch 891 | loss: 0.0311421 | val_loss: 0.0311717 | Time: 2032.14 ms [2020-12-21 05:36:24 main:581] : INFO : Epoch 892 | loss: 0.0311416 | val_loss: 0.0311756 | Time: 2042.62 ms [2020-12-21 05:36:26 main:581] : INFO : Epoch 893 | loss: 0.0311406 | val_loss: 0.0311755 | Time: 2033.74 ms [2020-12-21 05:36:28 main:581] : INFO : Epoch 894 | loss: 0.0311424 | val_loss: 0.0311672 | Time: 2041.74 ms [2020-12-21 05:36:30 main:581] : INFO : Epoch 895 | loss: 0.031142 | val_loss: 0.0311712 | Time: 2038.73 ms [2020-12-21 05:36:32 main:581] : INFO : Epoch 896 | loss: 0.0311414 | val_loss: 0.031168 | Time: 2042.03 ms [2020-12-21 05:36:34 main:581] : INFO : Epoch 897 | loss: 0.0311414 | val_loss: 0.031169 | Time: 2037.58 ms [2020-12-21 05:36:36 main:581] : INFO : Epoch 898 | loss: 0.0311415 | val_loss: 0.0311688 | Time: 2030.77 ms [2020-12-21 05:36:38 main:581] : INFO : Epoch 899 | loss: 0.0311433 | val_loss: 0.0311689 | Time: 2048.11 ms [2020-12-21 05:36:40 main:581] : INFO : Epoch 900 | loss: 0.0311439 | val_loss: 0.03117 | Time: 2029.8 ms [2020-12-21 05:36:42 main:581] : INFO : Epoch 901 | loss: 0.031145 | val_loss: 0.0311709 | Time: 2030.52 ms [2020-12-21 05:36:44 main:581] : INFO : Epoch 902 | loss: 0.0311439 | val_loss: 0.0311659 | Time: 2033.59 ms [2020-12-21 05:36:46 main:581] : INFO : Epoch 903 | loss: 0.0311426 | val_loss: 0.0311705 | Time: 2044.09 ms [2020-12-21 05:36:48 main:581] : INFO : Epoch 904 | loss: 0.0311455 | val_loss: 0.0311673 | Time: 2043.41 ms [2020-12-21 05:36:50 main:581] : INFO : Epoch 905 | loss: 0.0311475 | val_loss: 0.031172 | Time: 2036.4 ms [2020-12-21 05:36:52 main:581] : INFO : Epoch 906 | loss: 0.0311432 | val_loss: 0.0311683 | Time: 2043.87 ms [2020-12-21 05:36:54 main:581] : INFO : Epoch 907 | loss: 0.0311436 | val_loss: 0.0311754 | Time: 2043.43 ms [2020-12-21 05:36:56 main:581] : INFO : Epoch 908 | loss: 0.0311412 | val_loss: 0.0311679 | Time: 2044.99 ms [2020-12-21 05:36:58 main:581] : INFO : Epoch 909 | loss: 0.0311429 | val_loss: 0.0311684 | Time: 2033.15 ms [2020-12-21 05:37:00 main:581] : INFO : Epoch 910 | loss: 0.0311464 | val_loss: 0.0311705 | Time: 2033.54 ms [2020-12-21 05:37:02 main:581] : INFO : Epoch 911 | loss: 0.0311447 | val_loss: 0.0311729 | Time: 2033.63 ms [2020-12-21 05:37:04 main:581] : INFO : Epoch 912 | loss: 0.031144 | val_loss: 0.0311674 | Time: 2038.87 ms [2020-12-21 05:37:06 main:581] : INFO : Epoch 913 | loss: 0.0311433 | val_loss: 0.0311694 | Time: 2031.02 ms [2020-12-21 05:37:08 main:581] : INFO : Epoch 914 | loss: 0.0311414 | val_loss: 0.0311707 | Time: 2038.15 ms [2020-12-21 05:37:10 main:581] : INFO : Epoch 915 | loss: 0.031142 | val_loss: 0.0311714 | Time: 2046.5 ms [2020-12-21 05:37:13 main:581] : INFO : Epoch 916 | loss: 0.0311424 | val_loss: 0.0311691 | Time: 2054.91 ms [2020-12-21 05:37:15 main:581] : INFO : Epoch 917 | loss: 0.0311436 | val_loss: 0.0311696 | Time: 2042.41 ms [2020-12-21 05:37:17 main:581] : INFO : Epoch 918 | loss: 0.0311428 | val_loss: 0.0311677 | Time: 2038.05 ms [2020-12-21 05:37:19 main:581] : INFO : Epoch 919 | loss: 0.0311446 | val_loss: 0.0311687 | Time: 2042.45 ms [2020-12-21 05:37:21 main:581] : INFO : Epoch 920 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 2038.14 ms [2020-12-21 05:37:23 main:581] : INFO : Epoch 921 | loss: 0.0311438 | val_loss: 0.0311697 | Time: 2044.29 ms [2020-12-21 05:37:25 main:581] : INFO : Epoch 922 | loss: 0.0311427 | val_loss: 0.0311689 | Time: 2045.53 ms [2020-12-21 05:37:27 main:581] : INFO : Epoch 923 | loss: 0.0311421 | val_loss: 0.031169 | Time: 2045.33 ms [2020-12-21 05:37:29 main:581] : INFO : Epoch 924 | loss: 0.0311455 | val_loss: 0.031168 | Time: 2046.71 ms [2020-12-21 05:37:31 main:581] : INFO : Epoch 925 | loss: 0.0311441 | val_loss: 0.0311709 | Time: 2046.18 ms [2020-12-21 05:37:33 main:581] : INFO : Epoch 926 | loss: 0.0311487 | val_loss: 0.0311887 | Time: 2029.82 ms [2020-12-21 05:37:35 main:581] : INFO : Epoch 927 | loss: 0.0311524 | val_loss: 0.0311721 | Time: 2028.45 ms [2020-12-21 05:37:37 main:581] : INFO : Epoch 928 | loss: 0.0311443 | val_loss: 0.0311699 | Time: 2042.99 ms [2020-12-21 05:37:39 main:581] : INFO : Epoch 929 | loss: 0.0311435 | val_loss: 0.031175 | Time: 2034.23 ms [2020-12-21 05:37:41 main:581] : INFO : Epoch 930 | loss: 0.0311436 | val_loss: 0.031172 | Time: 2038.82 ms [2020-12-21 05:37:43 main:581] : INFO : Epoch 931 | loss: 0.0311446 | val_loss: 0.0311734 | Time: 2041.09 ms [2020-12-21 05:37:45 main:581] : INFO : Epoch 932 | loss: 0.0311459 | val_loss: 0.0311735 | Time: 2043.75 ms [2020-12-21 05:37:47 main:581] : INFO : Epoch 933 | loss: 0.0311452 | val_loss: 0.0311691 | Time: 2037.69 ms [2020-12-21 05:37:49 main:581] : INFO : Epoch 934 | loss: 0.0311474 | val_loss: 0.0311705 | Time: 2031.79 ms [2020-12-21 05:37:51 main:581] : INFO : Epoch 935 | loss: 0.0311461 | val_loss: 0.0311824 | Time: 2035.74 ms [2020-12-21 05:37:53 main:581] : INFO : Epoch 936 | loss: 0.0311421 | val_loss: 0.0311719 | Time: 2039.06 ms [2020-12-21 05:37:55 main:581] : INFO : Epoch 937 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 2049.52 ms [2020-12-21 05:37:57 main:581] : INFO : Epoch 938 | loss: 0.0311415 | val_loss: 0.0311711 | Time: 2047.44 ms [2020-12-21 05:37:59 main:581] : INFO : Epoch 939 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 2045.18 ms [2020-12-21 05:38:02 main:581] : INFO : Epoch 940 | loss: 0.0311407 | val_loss: 0.0311713 | Time: 2042.99 ms [2020-12-21 05:38:04 main:581] : INFO : Epoch 941 | loss: 0.0311471 | val_loss: 0.0311697 | Time: 2041.28 ms [2020-12-21 05:38:06 main:581] : INFO : Epoch 942 | loss: 0.0311491 | val_loss: 0.0311687 | Time: 2044.64 ms [2020-12-21 05:38:08 main:581] : INFO : Epoch 943 | loss: 0.0311467 | val_loss: 0.0311686 | Time: 2035.03 ms [2020-12-21 05:38:10 main:581] : INFO : Epoch 944 | loss: 0.0311453 | val_loss: 0.0311719 | Time: 2034.47 ms [2020-12-21 05:38:12 main:581] : INFO : Epoch 945 | loss: 0.0311457 | val_loss: 0.0311701 | Time: 2042.02 ms [2020-12-21 05:38:14 main:581] : INFO : Epoch 946 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 2042.86 ms [2020-12-21 05:38:16 main:581] : INFO : Epoch 947 | loss: 0.0311449 | val_loss: 0.031171 | Time: 2041.65 ms [2020-12-21 05:38:18 main:581] : INFO : Epoch 948 | loss: 0.0311443 | val_loss: 0.031177 | Time: 2043.13 ms [2020-12-21 05:38:20 main:581] : INFO : Epoch 949 | loss: 0.031153 | val_loss: 0.03117 | Time: 2042.67 ms [2020-12-21 05:38:22 main:581] : INFO : Epoch 950 | loss: 0.0311491 | val_loss: 0.0311712 | Time: 2045.17 ms [2020-12-21 05:38:24 main:581] : INFO : Epoch 951 | loss: 0.0311441 | val_loss: 0.0311714 | Time: 2044.04 ms [2020-12-21 05:38:26 main:581] : INFO : Epoch 952 | loss: 0.031143 | val_loss: 0.031171 | Time: 2044.11 ms [2020-12-21 05:38:28 main:581] : INFO : Epoch 953 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 2034.11 ms [2020-12-21 05:38:30 main:581] : INFO : Epoch 954 | loss: 0.0311453 | val_loss: 0.0311734 | Time: 2037.54 ms [2020-12-21 05:38:32 main:581] : INFO : Epoch 955 | loss: 0.0311434 | val_loss: 0.0311708 | Time: 2043.83 ms [2020-12-21 05:38:34 main:581] : INFO : Epoch 956 | loss: 0.0311427 | val_loss: 0.0311735 | Time: 2041.63 ms [2020-12-21 05:38:36 main:581] : INFO : Epoch 957 | loss: 0.0311424 | val_loss: 0.03117 | Time: 2042.6 ms [2020-12-21 05:38:38 main:581] : INFO : Epoch 958 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 2036.36 ms [2020-12-21 05:38:40 main:581] : INFO : Epoch 959 | loss: 0.0311419 | val_loss: 0.0311668 | Time: 2046.05 ms [2020-12-21 05:38:42 main:581] : INFO : Epoch 960 | loss: 0.0311418 | val_loss: 0.0311719 | Time: 2040.01 ms [2020-12-21 05:38:44 main:581] : INFO : Epoch 961 | loss: 0.0311421 | val_loss: 0.0311673 | Time: 2055.48 ms [2020-12-21 05:38:46 main:581] : INFO : Epoch 962 | loss: 0.0311424 | val_loss: 0.0311712 | Time: 2040.29 ms [2020-12-21 05:38:48 main:581] : INFO : Epoch 963 | loss: 0.0311417 | val_loss: 0.0311693 | Time: 2046.49 ms [2020-12-21 05:38:51 main:581] : INFO : Epoch 964 | loss: 0.0311446 | val_loss: 0.0311705 | Time: 2045.63 ms [2020-12-21 05:38:53 main:581] : INFO : Epoch 965 | loss: 0.031144 | val_loss: 0.0311722 | Time: 2051.28 ms [2020-12-21 05:38:55 main:581] : INFO : Epoch 966 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 2043.22 ms [2020-12-21 05:38:57 main:581] : INFO : Epoch 967 | loss: 0.0311425 | val_loss: 0.0311742 | Time: 2044 ms [2020-12-21 05:38:59 main:581] : INFO : Epoch 968 | loss: 0.0311421 | val_loss: 0.0311712 | Time: 2044.6 ms [2020-12-21 05:39:01 main:581] : INFO : Epoch 969 | loss: 0.031141 | val_loss: 0.0311689 | Time: 2042.64 ms [2020-12-21 05:39:03 main:581] : INFO : Epoch 970 | loss: 0.0311415 | val_loss: 0.031171 | Time: 2052.08 ms [2020-12-21 05:39:05 main:581] : INFO : Epoch 971 | loss: 0.0311406 | val_loss: 0.031172 | Time: 2043.8 ms [2020-12-21 05:39:07 main:581] : INFO : Epoch 972 | loss: 0.0311407 | val_loss: 0.0311695 | Time: 2042.52 ms [2020-12-21 05:39:09 main:581] : INFO : Epoch 973 | loss: 0.0311423 | val_loss: 0.0311753 | Time: 2041.86 ms [2020-12-21 05:39:11 main:581] : INFO : Epoch 974 | loss: 0.0311462 | val_loss: 0.0311746 | Time: 2035.79 ms [2020-12-21 05:39:13 main:581] : INFO : Epoch 975 | loss: 0.0311465 | val_loss: 0.0311856 | Time: 2044.73 ms [2020-12-21 05:39:15 main:581] : INFO : Epoch 976 | loss: 0.0311438 | val_loss: 0.0311712 | Time: 2044.72 ms [2020-12-21 05:39:17 main:581] : INFO : Epoch 977 | loss: 0.0311423 | val_loss: 0.0311714 | Time: 2042.6 ms [2020-12-21 05:39:19 main:581] : INFO : Epoch 978 | loss: 0.0311412 | val_loss: 0.0311706 | Time: 2041.81 ms [2020-12-21 05:39:21 main:581] : INFO : Epoch 979 | loss: 0.031141 | val_loss: 0.0311719 | Time: 2042.58 ms [2020-12-21 05:39:23 main:581] : INFO : Epoch 980 | loss: 0.0311392 | val_loss: 0.0311711 | Time: 2041.08 ms [2020-12-21 05:39:25 main:581] : INFO : Epoch 981 | loss: 0.0311396 | val_loss: 0.0311694 | Time: 2044.79 ms [2020-12-21 05:39:27 main:581] : INFO : Epoch 982 | loss: 0.0311388 | val_loss: 0.0311726 | Time: 2034.61 ms [2020-12-21 05:39:29 main:581] : INFO : Epoch 983 | loss: 0.0311395 | val_loss: 0.0311782 | Time: 2036.29 ms [2020-12-21 05:39:31 main:581] : INFO : Epoch 984 | loss: 0.0311403 | val_loss: 0.0311703 | Time: 2043.92 ms [2020-12-21 05:39:33 main:581] : INFO : Epoch 985 | loss: 0.0311413 | val_loss: 0.0311745 | Time: 2038.29 ms [2020-12-21 05:39:35 main:581] : INFO : Epoch 986 | loss: 0.0311418 | val_loss: 0.0311723 | Time: 2045.08 ms [2020-12-21 05:39:38 main:581] : INFO : Epoch 987 | loss: 0.0311409 | val_loss: 0.0311743 | Time: 2047.37 ms [2020-12-21 05:39:40 main:581] : INFO : Epoch 988 | loss: 0.0311395 | val_loss: 0.0311717 | Time: 2045.68 ms [2020-12-21 05:39:42 main:581] : INFO : Epoch 989 | loss: 0.031139 | val_loss: 0.0311731 | Time: 2056.73 ms [2020-12-21 05:39:44 main:581] : INFO : Epoch 990 | loss: 0.0311383 | val_loss: 0.031174 | Time: 2043.43 ms [2020-12-21 05:39:46 main:581] : INFO : Epoch 991 | loss: 0.031139 | val_loss: 0.0311759 | Time: 2043.42 ms [2020-12-21 05:39:48 main:581] : INFO : Epoch 992 | loss: 0.0311398 | val_loss: 0.031179 | Time: 2034.02 ms [2020-12-21 05:39:50 main:581] : INFO : Epoch 993 | loss: 0.0311407 | val_loss: 0.0311697 | Time: 2039.84 ms [2020-12-21 05:39:52 main:581] : INFO : Epoch 994 | loss: 0.0311408 | val_loss: 0.0311762 | Time: 2040.21 ms [2020-12-21 05:39:54 main:581] : INFO : Epoch 995 | loss: 0.0311389 | val_loss: 0.0311715 | Time: 2040.73 ms [2020-12-21 05:39:56 main:581] : INFO : Epoch 996 | loss: 0.0311383 | val_loss: 0.0311713 | Time: 2034.23 ms [2020-12-21 05:39:58 main:581] : INFO : Epoch 997 | loss: 0.0311362 | val_loss: 0.0311731 | Time: 2047.85 ms [2020-12-21 05:40:00 main:581] : INFO : Epoch 998 | loss: 0.0311399 | val_loss: 0.0311694 | Time: 2045.95 ms [2020-12-21 05:40:02 main:581] : INFO : Epoch 999 | loss: 0.0311395 | val_loss: 0.0311705 | Time: 2049.47 ms [2020-12-21 05:40:04 main:581] : INFO : Epoch 1000 | loss: 0.0311401 | val_loss: 0.031175 | Time: 2044.91 ms [2020-12-21 05:40:06 main:581] : INFO : Epoch 1001 | loss: 0.0311398 | val_loss: 0.0311716 | Time: 2033.81 ms [2020-12-21 05:40:08 main:581] : INFO : Epoch 1002 | loss: 0.0311402 | val_loss: 0.0311696 | Time: 2050.68 ms [2020-12-21 05:40:10 main:581] : INFO : Epoch 1003 | loss: 0.03114 | val_loss: 0.0311735 | Time: 2040.37 ms [2020-12-21 05:40:12 main:581] : INFO : Epoch 1004 | loss: 0.0311393 | val_loss: 0.031176 | Time: 2042.26 ms [2020-12-21 05:40:14 main:581] : INFO : Epoch 1005 | loss: 0.0311378 | val_loss: 0.0311705 | Time: 2041.86 ms [2020-12-21 05:40:16 main:581] : INFO : Epoch 1006 | loss: 0.0311375 | val_loss: 0.0311738 | Time: 2042.45 ms [2020-12-21 05:40:18 main:581] : INFO : Epoch 1007 | loss: 0.0311374 | val_loss: 0.0311698 | Time: 2047.92 ms [2020-12-21 05:40:20 main:581] : INFO : Epoch 1008 | loss: 0.0311375 | val_loss: 0.0311706 | Time: 2047.29 ms [2020-12-21 05:40:22 main:581] : INFO : Epoch 1009 | loss: 0.031145 | val_loss: 0.031173 | Time: 2046.73 ms [2020-12-21 05:40:25 main:581] : INFO : Epoch 1010 | loss: 0.0311397 | val_loss: 0.0311699 | Time: 2033.93 ms [2020-12-21 05:40:27 main:581] : INFO : Epoch 1011 | loss: 0.0311374 | val_loss: 0.0311683 | Time: 2028.91 ms [2020-12-21 05:40:29 main:581] : INFO : Epoch 1012 | loss: 0.0311375 | val_loss: 0.0311722 | Time: 2046.54 ms [2020-12-21 05:40:31 main:581] : INFO : Epoch 1013 | loss: 0.0311371 | val_loss: 0.0311753 | Time: 2042.25 ms [2020-12-21 05:40:33 main:581] : INFO : Epoch 1014 | loss: 0.031136 | val_loss: 0.0311687 | Time: 2031.9 ms [2020-12-21 05:40:35 main:581] : INFO : Epoch 1015 | loss: 0.0311352 | val_loss: 0.031167 | Time: 2050.15 ms [2020-12-21 05:40:37 main:581] : INFO : Epoch 1016 | loss: 0.0311348 | val_loss: 0.0311716 | Time: 2038.23 ms [2020-12-21 05:40:39 main:581] : INFO : Epoch 1017 | loss: 0.0311398 | val_loss: 0.0311727 | Time: 2019.71 ms [2020-12-21 05:40:41 main:581] : INFO : Epoch 1018 | loss: 0.0311352 | val_loss: 0.0311737 | Time: 2030.16 ms [2020-12-21 05:40:43 main:581] : INFO : Epoch 1019 | loss: 0.0311353 | val_loss: 0.0311694 | Time: 2020.17 ms [2020-12-21 05:40:45 main:581] : INFO : Epoch 1020 | loss: 0.0311369 | val_loss: 0.0311673 | Time: 2040.6 ms [2020-12-21 05:40:47 main:581] : INFO : Epoch 1021 | loss: 0.031136 | val_loss: 0.0311698 | Time: 2018.93 ms [2020-12-21 05:40:49 main:581] : INFO : Epoch 1022 | loss: 0.0311344 | val_loss: 0.0311708 | Time: 2029.35 ms [2020-12-21 05:40:51 main:581] : INFO : Epoch 1023 | loss: 0.0311381 | val_loss: 0.0311689 | Time: 2024.44 ms [2020-12-21 05:40:53 main:581] : INFO : Epoch 1024 | loss: 0.0311407 | val_loss: 0.0311761 | Time: 2037.13 ms [2020-12-21 05:40:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2020-12-21 05:40:53 main:610] : INFO : Saving end state to config to file [2020-12-21 05:40:53 main:615] : INFO : Success, exiting.. 05:40:53 (3692295): 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)