Task 3361653
| Name | ParityModified-1605151359-7615-4_2 |
| Workunit | 1465862 |
| Created | 19 Dec 2020, 20:40:49 UTC |
| Sent | 19 Dec 2020, 21:14:37 UTC |
| Report deadline | 26 Dec 2020, 21:14:37 UTC |
| Received | 21 Dec 2020, 4:20:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5512 |
| Run time | 42 min 13 sec |
| CPU time | 37 min 46 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,714.14 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 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: 0.0311708 | val_loss: 0.031186 | Time: 2397.01 ms [2020-12-21 04:59:38 main:574] : INFO : Epoch 515 | loss: 0.0311701 | val_loss: 0.0311858 | Time: 2368.31 ms [2020-12-21 04:59:40 main:574] : INFO : Epoch 516 | loss: 0.0311702 | val_loss: 0.0311875 | Time: 2407.02 ms [2020-12-21 04:59:43 main:574] : INFO : Epoch 517 | loss: 0.0311709 | val_loss: 0.0311843 | Time: 2420.62 ms [2020-12-21 04:59:45 main:574] : INFO : Epoch 518 | loss: 0.0311752 | val_loss: 0.0311905 | Time: 2421.49 ms [2020-12-21 04:59:48 main:574] : INFO : Epoch 519 | loss: 0.0311722 | val_loss: 0.0311868 | Time: 2328.59 ms [2020-12-21 04:59:50 main:574] : INFO : Epoch 520 | loss: 0.0311791 | val_loss: 0.0311848 | Time: 2340.64 ms [2020-12-21 04:59:52 main:574] : INFO : Epoch 521 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 2358.39 ms [2020-12-21 04:59:55 main:574] : INFO : Epoch 522 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 2418.53 ms [2020-12-21 04:59:57 main:574] : INFO : Epoch 523 | loss: 0.0311791 | val_loss: 0.0311806 | Time: 2355.21 ms [2020-12-21 05:00:00 main:574] : INFO : Epoch 524 | loss: 0.0311776 | val_loss: 0.0311816 | Time: 2450.01 ms [2020-12-21 05:00:02 main:574] : INFO : Epoch 525 | loss: 0.0311782 | val_loss: 0.031187 | Time: 2335.3 ms [2020-12-21 05:00:04 main:574] : INFO : Epoch 526 | loss: 0.0311854 | val_loss: 0.031184 | Time: 2415.52 ms [2020-12-21 05:00:07 main:574] : INFO : Epoch 527 | loss: 0.0311855 | val_loss: 0.031189 | Time: 2317.74 ms [2020-12-21 05:00:09 main:574] : INFO : Epoch 528 | loss: 0.0311873 | val_loss: 0.031185 | Time: 2411.67 ms [2020-12-21 05:00:12 main:574] : INFO : Epoch 529 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2523.86 ms [2020-12-21 05:00:14 main:574] : INFO : Epoch 530 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 2524.22 ms [2020-12-21 05:00:17 main:574] : INFO : Epoch 531 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 2503.86 ms [2020-12-21 05:00:19 main:574] : INFO : Epoch 532 | loss: 0.0311812 | val_loss: 0.031184 | Time: 2425.69 ms [2020-12-21 05:00:22 main:574] : INFO : Epoch 533 | loss: 0.0311793 | val_loss: 0.0311819 | Time: 2333.82 ms [2020-12-21 05:00:24 main:574] : INFO : Epoch 534 | loss: 0.0311773 | val_loss: 0.0311807 | Time: 2378.31 ms [2020-12-21 05:00:26 main:574] : INFO : Epoch 535 | loss: 0.0311815 | val_loss: 0.031183 | Time: 2396.08 ms [2020-12-21 05:00:29 main:574] : INFO : Epoch 536 | loss: 0.0311843 | val_loss: 0.0311808 | Time: 2484.67 ms [2020-12-21 05:00:31 main:574] : INFO : Epoch 537 | loss: 0.0311822 | val_loss: 0.0311816 | Time: 2414.64 ms [2020-12-21 05:00:34 main:574] : INFO : Epoch 538 | loss: 0.031184 | val_loss: 0.0311824 | Time: 2500.81 ms [2020-12-21 05:00:36 main:574] : INFO : Epoch 539 | loss: 0.031182 | val_loss: 0.0311805 | Time: 2422.17 ms [2020-12-21 05:00:39 main:574] : INFO : Epoch 540 | loss: 0.0311794 | val_loss: 0.0311797 | Time: 2411.98 ms [2020-12-21 05:00:41 main:574] : INFO : Epoch 541 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 2420.56 ms [2020-12-21 05:00:44 main:574] : INFO : Epoch 542 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2426.86 ms [2020-12-21 05:00:46 main:574] : INFO : Epoch 543 | loss: 0.031177 | val_loss: 0.0311798 | Time: 2450.18 ms [2020-12-21 05:00:49 main:574] : INFO : Epoch 544 | loss: 0.031176 | val_loss: 0.0311803 | Time: 2443.37 ms [2020-12-21 05:00:51 main:574] : INFO : Epoch 545 | loss: 0.0311851 | val_loss: 0.031184 | Time: 2455.22 ms [2020-12-21 05:00:53 main:574] : INFO : Epoch 546 | loss: 0.0311892 | val_loss: 0.0311837 | Time: 2377.65 ms [2020-12-21 05:00:56 main:574] : INFO : Epoch 547 | loss: 0.0311884 | val_loss: 0.0311826 | Time: 2413.42 ms [2020-12-21 05:00:58 main:574] : INFO : Epoch 548 | loss: 0.0311856 | val_loss: 0.031181 | Time: 2493.2 ms [2020-12-21 05:01:01 main:574] : INFO : Epoch 549 | loss: 0.0311841 | val_loss: 0.0311803 | Time: 2493.87 ms [2020-12-21 05:01:03 main:574] : INFO : Epoch 550 | loss: 0.0311824 | val_loss: 0.0311797 | Time: 2442.19 ms [2020-12-21 05:01:06 main:574] : INFO : Epoch 551 | loss: 0.0311824 | val_loss: 0.0311815 | Time: 2429.52 ms [2020-12-21 05:01:08 main:574] : INFO : Epoch 552 | loss: 0.0311852 | val_loss: 0.0311816 | Time: 2402.96 ms [2020-12-21 05:01:11 main:574] : INFO : Epoch 553 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 2373.17 ms [2020-12-21 05:01:13 main:574] : INFO : Epoch 554 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 2406.11 ms [2020-12-21 05:01:16 main:574] : INFO : Epoch 555 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 2487.99 ms [2020-12-21 05:01:18 main:574] : INFO : Epoch 556 | loss: 0.0311786 | val_loss: 0.0311804 | Time: 2432.47 ms [2020-12-21 05:01:21 main:574] : INFO : Epoch 557 | loss: 0.0311775 | val_loss: 0.0311803 | Time: 2493.03 ms [2020-12-21 05:01:23 main:574] : INFO : Epoch 558 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 2478.31 ms [2020-12-21 05:01:26 main:574] : INFO : Epoch 559 | loss: 0.0311783 | val_loss: 0.031181 | Time: 2492.09 ms [2020-12-21 05:01:28 main:574] : INFO : Epoch 560 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 2562.58 ms [2020-12-21 05:01:31 main:574] : INFO : Epoch 561 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 2443.45 ms [2020-12-21 05:01:33 main:574] : INFO : Epoch 562 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 2367.87 ms [2020-12-21 05:01:36 main:574] : INFO : Epoch 563 | loss: 0.0311733 | val_loss: 0.0311831 | Time: 2526.3 ms [2020-12-21 05:01:38 main:574] : INFO : Epoch 564 | loss: 0.0311739 | val_loss: 0.0311843 | Time: 2449.58 ms [2020-12-21 05:01:41 main:574] : INFO : Epoch 565 | loss: 0.031174 | val_loss: 0.0311801 | Time: 2601.65 ms [2020-12-21 05:01:43 main:574] : INFO : Epoch 566 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 2430.54 ms [2020-12-21 05:01:46 main:574] : INFO : Epoch 567 | loss: 0.031173 | val_loss: 0.0311777 | Time: 2561.8 ms [2020-12-21 05:01:48 main:574] : INFO : Epoch 568 | loss: 0.0311722 | val_loss: 0.0311827 | Time: 2450.45 ms [2020-12-21 05:01:51 main:574] : INFO : Epoch 569 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 2488.4 ms [2020-12-21 05:01:53 main:574] : INFO : Epoch 570 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 2441.06 ms [2020-12-21 05:01:56 main:574] : INFO : Epoch 571 | loss: 0.0311726 | val_loss: 0.0311789 | Time: 2590.28 ms [2020-12-21 05:01:59 main:574] : INFO : Epoch 572 | loss: 0.031173 | val_loss: 0.0311829 | Time: 2566.8 ms [2020-12-21 05:02:01 main:574] : INFO : Epoch 573 | loss: 0.0311794 | val_loss: 0.0311817 | Time: 2486.97 ms [2020-12-21 05:02:04 main:574] : INFO : Epoch 574 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 2452.29 ms [2020-12-21 05:02:06 main:574] : INFO : Epoch 575 | loss: 0.0311782 | val_loss: 0.0311865 | Time: 2447.05 ms [2020-12-21 05:02:09 main:574] : INFO : Epoch 576 | loss: 0.0311777 | val_loss: 0.0311795 | Time: 2518.79 ms [2020-12-21 05:02:11 main:574] : INFO : Epoch 577 | loss: 0.0311751 | val_loss: 0.0311801 | Time: 2510.32 ms [2020-12-21 05:02:14 main:574] : INFO : Epoch 578 | loss: 0.031174 | val_loss: 0.0311842 | Time: 2437.47 ms [2020-12-21 05:02:16 main:574] : INFO : Epoch 579 | loss: 0.0311721 | val_loss: 0.03118 | Time: 2536.25 ms [2020-12-21 05:02:19 main:574] : INFO : Epoch 580 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 2560.54 ms [2020-12-21 05:02:21 main:574] : INFO : Epoch 581 | loss: 0.0311707 | val_loss: 0.0311844 | Time: 2493.44 ms [2020-12-21 05:02:24 main:574] : INFO : Epoch 582 | loss: 0.0311727 | val_loss: 0.031189 | Time: 2513.97 ms [2020-12-21 05:02:26 main:574] : INFO : Epoch 583 | loss: 0.0311738 | val_loss: 0.0311806 | Time: 2488.58 ms [2020-12-21 05:02:29 main:574] : INFO : Epoch 584 | loss: 0.031171 | val_loss: 0.0311851 | Time: 2376.35 ms [2020-12-21 05:02:31 main:574] : INFO : Epoch 585 | loss: 0.0311713 | val_loss: 0.031179 | Time: 2405.91 ms [2020-12-21 05:02:33 main:574] : INFO : Epoch 586 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 2352.27 ms [2020-12-21 05:02:36 main:574] : INFO : Epoch 587 | loss: 0.0311709 | val_loss: 0.0311817 | Time: 2436.78 ms [2020-12-21 05:02:38 main:574] : INFO : Epoch 588 | loss: 0.0311692 | val_loss: 0.0311797 | Time: 2500.15 ms [2020-12-21 05:02:41 main:574] : INFO : Epoch 589 | loss: 0.0311699 | val_loss: 0.03118 | Time: 2438.99 ms [2020-12-21 05:02:43 main:574] : INFO : Epoch 590 | loss: 0.0311695 | val_loss: 0.0311822 | Time: 2427.76 ms [2020-12-21 05:02:46 main:574] : INFO : Epoch 591 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 2371.09 ms [2020-12-21 05:02:48 main:574] : INFO : Epoch 592 | loss: 0.031171 | val_loss: 0.0311824 | Time: 2401.02 ms [2020-12-21 05:02:51 main:574] : INFO : Epoch 593 | loss: 0.0311683 | val_loss: 0.0311801 | Time: 2455.41 ms [2020-12-21 05:02:53 main:574] : INFO : Epoch 594 | loss: 0.0311681 | val_loss: 0.0311843 | Time: 2457.25 ms [2020-12-21 05:02:56 main:574] : INFO : Epoch 595 | loss: 0.0311684 | val_loss: 0.0311828 | Time: 2478.7 ms [2020-12-21 05:02:58 main:574] : INFO : Epoch 596 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 2424.73 ms [2020-12-21 05:03:01 main:574] : INFO : Epoch 597 | loss: 0.0311684 | val_loss: 0.0311827 | Time: 2445.55 ms [2020-12-21 05:03:03 main:574] : INFO : Epoch 598 | loss: 0.0311667 | val_loss: 0.0311806 | Time: 2373.01 ms [2020-12-21 05:03:05 main:574] : INFO : Epoch 599 | loss: 0.0311659 | val_loss: 0.0311835 | Time: 2526.58 ms [2020-12-21 05:03:08 main:574] : INFO : Epoch 600 | loss: 0.0311671 | val_loss: 0.0311829 | Time: 2433.87 ms [2020-12-21 05:03:10 main:574] : INFO : Epoch 601 | loss: 0.0311658 | val_loss: 0.0311805 | Time: 2339.93 ms [2020-12-21 05:03:13 main:574] : INFO : Epoch 602 | loss: 0.0311648 | val_loss: 0.0311809 | Time: 2375.6 ms [2020-12-21 05:03:15 main:574] : INFO : Epoch 603 | loss: 0.0311665 | val_loss: 0.0311816 | Time: 2436.49 ms [2020-12-21 05:03:18 main:574] : INFO : Epoch 604 | loss: 0.031167 | val_loss: 0.0311803 | Time: 2464.93 ms [2020-12-21 05:03:20 main:574] : INFO : Epoch 605 | loss: 0.0311695 | val_loss: 0.0311842 | Time: 2601.44 ms [2020-12-21 05:03:23 main:574] : INFO : Epoch 606 | loss: 0.031171 | val_loss: 0.0311786 | Time: 2497.04 ms [2020-12-21 05:03:25 main:574] : INFO : Epoch 607 | loss: 0.0311647 | val_loss: 0.0311806 | Time: 2404.66 ms [2020-12-21 05:03:28 main:574] : INFO : Epoch 608 | loss: 0.0311644 | val_loss: 0.0311811 | Time: 2461.49 ms [2020-12-21 05:03:30 main:574] : INFO : Epoch 609 | loss: 0.0311655 | val_loss: 0.0311854 | Time: 2404.25 ms [2020-12-21 05:03:33 main:574] : INFO : Epoch 610 | loss: 0.0311676 | val_loss: 0.0311824 | Time: 2376.74 ms [2020-12-21 05:03:35 main:574] : INFO : Epoch 611 | loss: 0.0311717 | val_loss: 0.0311825 | Time: 2429.56 ms [2020-12-21 05:03:37 main:574] : INFO : Epoch 612 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2463.57 ms [2020-12-21 05:03:40 main:574] : INFO : Epoch 613 | loss: 0.0311658 | val_loss: 0.0311766 | Time: 2509.9 ms [2020-12-21 05:03:43 main:574] : INFO : Epoch 614 | loss: 0.0311643 | val_loss: 0.0311807 | Time: 2553.7 ms [2020-12-21 05:03:45 main:574] : INFO : Epoch 615 | loss: 0.0311642 | val_loss: 0.0311799 | Time: 2457.27 ms [2020-12-21 05:03:47 main:574] : INFO : Epoch 616 | loss: 0.0311664 | val_loss: 0.0311802 | Time: 2397.9 ms [2020-12-21 05:03:50 main:574] : INFO : Epoch 617 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 2405.2 ms [2020-12-21 05:03:52 main:574] : INFO : Epoch 618 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 2481.69 ms [2020-12-21 05:03:55 main:574] : INFO : Epoch 619 | loss: 0.0311614 | val_loss: 0.0311808 | Time: 2443.29 ms [2020-12-21 05:03:57 main:574] : INFO : Epoch 620 | loss: 0.031161 | val_loss: 0.0311778 | Time: 2447.24 ms [2020-12-21 05:04:00 main:574] : INFO : Epoch 621 | loss: 0.0311632 | val_loss: 0.0311822 | Time: 2603.81 ms [2020-12-21 05:04:03 main:574] : INFO : Epoch 622 | loss: 0.0311615 | val_loss: 0.0311806 | Time: 2478.24 ms [2020-12-21 05:04:05 main:574] : INFO : Epoch 623 | loss: 0.0311606 | val_loss: 0.0311806 | Time: 2405.91 ms [2020-12-21 05:04:07 main:574] : INFO : Epoch 624 | loss: 0.0311625 | val_loss: 0.0311817 | Time: 2384.54 ms [2020-12-21 05:04:10 main:574] : INFO : Epoch 625 | loss: 0.0311648 | val_loss: 0.0311813 | Time: 2457.31 ms [2020-12-21 05:04:12 main:574] : INFO : Epoch 626 | loss: 0.0311657 | val_loss: 0.031186 | Time: 2442.54 ms [2020-12-21 05:04:15 main:574] : INFO : Epoch 627 | loss: 0.0311654 | val_loss: 0.0311827 | Time: 2505.48 ms [2020-12-21 05:04:17 main:574] : INFO : Epoch 628 | loss: 0.0311629 | val_loss: 0.031185 | Time: 2323.07 ms [2020-12-21 05:04:20 main:574] : INFO : Epoch 629 | loss: 0.0311661 | val_loss: 0.031186 | Time: 2567.93 ms [2020-12-21 05:04:22 main:574] : INFO : Epoch 630 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 2384.65 ms [2020-12-21 05:04:25 main:574] : INFO : Epoch 631 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 2387.3 ms [2020-12-21 05:04:27 main:574] : INFO : Epoch 632 | loss: 0.0311621 | val_loss: 0.0311798 | Time: 2528.71 ms [2020-12-21 05:04:30 main:574] : INFO : Epoch 633 | loss: 0.0311607 | val_loss: 0.0311751 | Time: 2425.08 ms [2020-12-21 05:04:32 main:574] : INFO : Epoch 634 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 2508.31 ms [2020-12-21 05:04:35 main:574] : INFO : Epoch 635 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 2494.15 ms [2020-12-21 05:04:37 main:574] : INFO : Epoch 636 | loss: 0.0311603 | val_loss: 0.0311779 | Time: 2406.78 ms [2020-12-21 05:04:40 main:574] : INFO : Epoch 637 | loss: 0.0311595 | val_loss: 0.0311757 | Time: 2488.76 ms [2020-12-21 05:04:42 main:574] : INFO : Epoch 638 | loss: 0.0311673 | val_loss: 0.0311873 | Time: 2473.2 ms [2020-12-21 05:04:45 main:574] : INFO : Epoch 639 | loss: 0.0311609 | val_loss: 0.0311788 | Time: 2420.25 ms [2020-12-21 05:04:47 main:574] : INFO : Epoch 640 | loss: 0.0311587 | val_loss: 0.0311774 | Time: 2449.5 ms [2020-12-21 05:04:50 main:574] : INFO : Epoch 641 | loss: 0.0311589 | val_loss: 0.0311792 | Time: 2442.98 ms [2020-12-21 05:04:52 main:574] : INFO : Epoch 642 | loss: 0.0311604 | val_loss: 0.0311769 | Time: 2474.39 ms [2020-12-21 05:04:54 main:574] : INFO : Epoch 643 | loss: 0.0311627 | val_loss: 0.0311784 | Time: 2416.17 ms [2020-12-21 05:04:57 main:574] : INFO : Epoch 644 | loss: 0.0311636 | val_loss: 0.0311818 | Time: 2465.42 ms [2020-12-21 05:04:59 main:574] : INFO : Epoch 645 | loss: 0.031163 | val_loss: 0.0311782 | Time: 2456.55 ms [2020-12-21 05:05:02 main:574] : INFO : Epoch 646 | loss: 0.031162 | val_loss: 0.0311848 | Time: 2531.95 ms [2020-12-21 05:05:05 main:574] : INFO : Epoch 647 | loss: 0.0311638 | val_loss: 0.0311815 | Time: 2463.79 ms [2020-12-21 05:05:07 main:574] : INFO : Epoch 648 | loss: 0.0311592 | val_loss: 0.0311858 | Time: 2430.73 ms [2020-12-21 05:05:09 main:574] : INFO : Epoch 649 | loss: 0.0311603 | val_loss: 0.0311791 | Time: 2479.77 ms [2020-12-21 05:05:12 main:574] : INFO : Epoch 650 | loss: 0.0311623 | val_loss: 0.0311782 | Time: 2486.25 ms [2020-12-21 05:05:14 main:574] : INFO : Epoch 651 | loss: 0.0311602 | val_loss: 0.0311763 | Time: 2435.52 ms [2020-12-21 05:05:17 main:574] : INFO : Epoch 652 | loss: 0.0311614 | val_loss: 0.031177 | Time: 2452.15 ms [2020-12-21 05:05:19 main:574] : INFO : Epoch 653 | loss: 0.0311616 | val_loss: 0.0311808 | Time: 2423.73 ms [2020-12-21 05:05:22 main:574] : INFO : Epoch 654 | loss: 0.0311584 | val_loss: 0.0311765 | Time: 2419.16 ms [2020-12-21 05:05:24 main:574] : INFO : Epoch 655 | loss: 0.0311568 | val_loss: 0.0311773 | Time: 2530.08 ms [2020-12-21 05:05:27 main:574] : INFO : Epoch 656 | loss: 0.0311556 | val_loss: 0.0311771 | Time: 2488.39 ms [2020-12-21 05:05:29 main:574] : INFO : Epoch 657 | loss: 0.0311529 | val_loss: 0.031178 | Time: 2468.74 ms [2020-12-21 05:05:32 main:574] : INFO : Epoch 658 | loss: 0.0311548 | val_loss: 0.0311784 | Time: 2420.64 ms [2020-12-21 05:05:34 main:574] : INFO : Epoch 659 | loss: 0.0311561 | val_loss: 0.0311793 | Time: 2410.66 ms [2020-12-21 05:05:37 main:574] : INFO : Epoch 660 | loss: 0.0311549 | val_loss: 0.0311798 | Time: 2372.38 ms [2020-12-21 05:05:39 main:574] : INFO : Epoch 661 | loss: 0.0311547 | val_loss: 0.0311766 | Time: 2419.99 ms [2020-12-21 05:05:42 main:574] : INFO : Epoch 662 | loss: 0.0311578 | val_loss: 0.0311792 | Time: 2537.25 ms [2020-12-21 05:05:44 main:574] : INFO : Epoch 663 | loss: 0.0311609 | val_loss: 0.0311973 | Time: 2528.84 ms [2020-12-21 05:05:47 main:574] : INFO : Epoch 664 | loss: 0.0311549 | val_loss: 0.0311756 | Time: 2458.84 ms [2020-12-21 05:05:49 main:574] : INFO : Epoch 665 | loss: 0.0311587 | val_loss: 0.0311752 | Time: 2478.76 ms [2020-12-21 05:05:52 main:574] : INFO : Epoch 666 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 2439.54 ms [2020-12-21 05:05:54 main:574] : INFO : Epoch 667 | loss: 0.0311616 | val_loss: 0.031175 | Time: 2420.06 ms [2020-12-21 05:05:57 main:574] : INFO : Epoch 668 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 2451.08 ms [2020-12-21 05:05:59 main:574] : INFO : Epoch 669 | loss: 0.0311564 | val_loss: 0.0311755 | Time: 2366.25 ms [2020-12-21 05:06:02 main:574] : INFO : Epoch 670 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 2414.16 ms [2020-12-21 05:06:04 main:574] : INFO : Epoch 671 | loss: 0.031155 | val_loss: 0.0311774 | Time: 2408.02 ms [2020-12-21 05:06:06 main:574] : INFO : Epoch 672 | loss: 0.0311549 | val_loss: 0.0311786 | Time: 2455.7 ms [2020-12-21 05:06:09 main:574] : INFO : Epoch 673 | loss: 0.0311549 | val_loss: 0.0311748 | Time: 2519.8 ms [2020-12-21 05:06:12 main:574] : INFO : Epoch 674 | loss: 0.0311546 | val_loss: 0.0311743 | Time: 2494.23 ms [2020-12-21 05:06:14 main:574] : INFO : Epoch 675 | loss: 0.0311546 | val_loss: 0.0311744 | Time: 2354.52 ms [2020-12-21 05:06:16 main:574] : INFO : Epoch 676 | loss: 0.0311539 | val_loss: 0.0311752 | Time: 2471.65 ms [2020-12-21 05:06:19 main:574] : INFO : Epoch 677 | loss: 0.0311555 | val_loss: 0.0311794 | Time: 2346.44 ms [2020-12-21 05:06:21 main:574] : INFO : Epoch 678 | loss: 0.0311566 | val_loss: 0.0311757 | Time: 2407.78 ms [2020-12-21 05:06:24 main:574] : INFO : Epoch 679 | loss: 0.0311594 | val_loss: 0.031175 | Time: 2454.35 ms [2020-12-21 05:06:26 main:574] : INFO : Epoch 680 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 2382.96 ms [2020-12-21 05:06:29 main:574] : INFO : Epoch 681 | loss: 0.0311628 | val_loss: 0.0311713 | Time: 2393.2 ms [2020-12-21 05:06:31 main:574] : INFO : Epoch 682 | loss: 0.0311591 | val_loss: 0.0311713 | Time: 2543.91 ms [2020-12-21 05:06:34 main:574] : INFO : Epoch 683 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 2372.51 ms [2020-12-21 05:06:36 main:574] : INFO : Epoch 684 | loss: 0.0311612 | val_loss: 0.0311774 | Time: 2385.7 ms [2020-12-21 05:06:38 main:574] : INFO : Epoch 685 | loss: 0.0311581 | val_loss: 0.0311766 | Time: 2380.65 ms [2020-12-21 05:06:41 main:574] : INFO : Epoch 686 | loss: 0.0311587 | val_loss: 0.0311735 | Time: 2364.94 ms [2020-12-21 05:06:43 main:574] : INFO : Epoch 687 | loss: 0.0311583 | val_loss: 0.0311727 | Time: 2424.14 ms [2020-12-21 05:06:46 main:574] : INFO : Epoch 688 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2475.1 ms [2020-12-21 05:06:48 main:574] : INFO : Epoch 689 | loss: 0.0311567 | val_loss: 0.031173 | Time: 2441.97 ms [2020-12-21 05:06:51 main:574] : INFO : Epoch 690 | loss: 0.0311538 | val_loss: 0.0311728 | Time: 2439.61 ms [2020-12-21 05:06:53 main:574] : INFO : Epoch 691 | loss: 0.0311569 | val_loss: 0.0311728 | Time: 2460.48 ms [2020-12-21 05:06:56 main:574] : INFO : Epoch 692 | loss: 0.031158 | val_loss: 0.0311733 | Time: 2468.41 ms [2020-12-21 05:06:58 main:574] : INFO : Epoch 693 | loss: 0.031156 | val_loss: 0.0311723 | Time: 2352.18 ms [2020-12-21 05:07:00 main:574] : INFO : Epoch 694 | loss: 0.031154 | val_loss: 0.0311804 | Time: 2441.09 ms [2020-12-21 05:07:03 main:574] : INFO : Epoch 695 | loss: 0.0311534 | val_loss: 0.0311727 | Time: 2361.81 ms [2020-12-21 05:07:05 main:574] : INFO : Epoch 696 | loss: 0.0311521 | val_loss: 0.0311737 | Time: 2485.4 ms [2020-12-21 05:07:08 main:574] : INFO : Epoch 697 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 2416.03 ms [2020-12-21 05:07:10 main:574] : INFO : Epoch 698 | loss: 0.0311578 | val_loss: 0.0311743 | Time: 2499.6 ms [2020-12-21 05:07:13 main:574] : INFO : Epoch 699 | loss: 0.0311573 | val_loss: 0.0311728 | Time: 2509.5 ms [2020-12-21 05:07:15 main:574] : INFO : Epoch 700 | loss: 0.0311565 | val_loss: 0.0311739 | Time: 2461.56 ms [2020-12-21 05:07:18 main:574] : INFO : Epoch 701 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 2362.79 ms [2020-12-21 05:07:20 main:574] : INFO : Epoch 702 | loss: 0.0311558 | val_loss: 0.0311776 | Time: 2449.3 ms [2020-12-21 05:07:23 main:574] : INFO : Epoch 703 | loss: 0.0311556 | val_loss: 0.0311742 | Time: 2339.63 ms [2020-12-21 05:07:25 main:574] : INFO : Epoch 704 | loss: 0.0311604 | val_loss: 0.0311834 | Time: 2361.96 ms [2020-12-21 05:07:27 main:574] : INFO : Epoch 705 | loss: 0.0311643 | val_loss: 0.0311762 | Time: 2393.84 ms [2020-12-21 05:07:30 main:574] : INFO : Epoch 706 | loss: 0.0311572 | val_loss: 0.031175 | Time: 2564.99 ms [2020-12-21 05:07:32 main:574] : INFO : Epoch 707 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 2438.6 ms [2020-12-21 05:07:35 main:574] : INFO : Epoch 708 | loss: 0.0311584 | val_loss: 0.0311699 | Time: 2505.99 ms [2020-12-21 05:07:37 main:574] : INFO : Epoch 709 | loss: 0.0311603 | val_loss: 0.0311805 | Time: 2526.57 ms [2020-12-21 05:07:40 main:574] : INFO : Epoch 710 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 2406.54 ms [2020-12-21 05:07:42 main:574] : INFO : Epoch 711 | loss: 0.0311605 | val_loss: 0.0311714 | Time: 2438.85 ms [2020-12-21 05:07:45 main:574] : INFO : Epoch 712 | loss: 0.0311609 | val_loss: 0.0311776 | Time: 2533.38 ms [2020-12-21 05:07:47 main:574] : INFO : Epoch 713 | loss: 0.031165 | val_loss: 0.0311781 | Time: 2421.96 ms [2020-12-21 05:07:50 main:574] : INFO : Epoch 714 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2502.56 ms [2020-12-21 05:07:52 main:574] : INFO : Epoch 715 | loss: 0.031161 | val_loss: 0.0311701 | Time: 2487.63 ms [2020-12-21 05:07:55 main:574] : INFO : Epoch 716 | loss: 0.0311615 | val_loss: 0.0311695 | Time: 2436.17 ms [2020-12-21 05:07:57 main:574] : INFO : Epoch 717 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 2411.63 ms [2020-12-21 05:08:00 main:574] : INFO : Epoch 718 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 2501.01 ms [2020-12-21 05:08:02 main:574] : INFO : Epoch 719 | loss: 0.0311819 | val_loss: 0.0311911 | Time: 2568.29 ms [2020-12-21 05:08:05 main:574] : INFO : Epoch 720 | loss: 0.031189 | val_loss: 0.0311876 | Time: 2523.06 ms [2020-12-21 05:08:07 main:574] : INFO : Epoch 721 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 2381.43 ms [2020-12-21 05:08:10 main:574] : INFO : Epoch 722 | loss: 0.0311853 | val_loss: 0.0311865 | Time: 2333.66 ms [2020-12-21 05:08:12 main:574] : INFO : Epoch 723 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 2360.07 ms [2020-12-21 05:08:15 main:574] : INFO : Epoch 724 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 2420.25 ms [2020-12-21 05:08:17 main:574] : INFO : Epoch 725 | loss: 0.0311791 | val_loss: 0.0311906 | Time: 2502.18 ms [2020-12-21 05:08:20 main:574] : INFO : Epoch 726 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 2371.29 ms [2020-12-21 05:08:22 main:574] : INFO : Epoch 727 | loss: 0.0311745 | val_loss: 0.03118 | Time: 2394.27 ms [2020-12-21 05:08:24 main:574] : INFO : Epoch 728 | loss: 0.0311728 | val_loss: 0.0311794 | Time: 2306.31 ms [2020-12-21 05:08:27 main:574] : INFO : Epoch 729 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2422.99 ms [2020-12-21 05:08:29 main:574] : INFO : Epoch 730 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2335.71 ms [2020-12-21 05:08:31 main:574] : INFO : Epoch 731 | loss: 0.0311689 | val_loss: 0.0311788 | Time: 2384.9 ms [2020-12-21 05:08:34 main:574] : INFO : Epoch 732 | loss: 0.031169 | val_loss: 0.0311803 | Time: 2435.5 ms [2020-12-21 05:08:36 main:574] : INFO : Epoch 733 | loss: 0.031167 | val_loss: 0.031178 | Time: 2391.73 ms [2020-12-21 05:08:39 main:574] : INFO : Epoch 734 | loss: 0.0311652 | val_loss: 0.031177 | Time: 2387.44 ms [2020-12-21 05:08:41 main:574] : INFO : Epoch 735 | loss: 0.031166 | val_loss: 0.0311837 | Time: 2438.94 ms [2020-12-21 05:08:44 main:574] : INFO : Epoch 736 | loss: 0.0311718 | val_loss: 0.0311847 | Time: 2315.34 ms [2020-12-21 05:08:46 main:574] : INFO : Epoch 737 | loss: 0.0311692 | val_loss: 0.0311789 | Time: 2446.02 ms [2020-12-21 05:08:48 main:574] : INFO : Epoch 738 | loss: 0.0311682 | val_loss: 0.031178 | Time: 2334.63 ms [2020-12-21 05:08:51 main:574] : INFO : Epoch 739 | loss: 0.031165 | val_loss: 0.0311797 | Time: 2406.17 ms [2020-12-21 05:08:53 main:574] : INFO : Epoch 740 | loss: 0.031164 | val_loss: 0.0311843 | Time: 2444.53 ms [2020-12-21 05:08:56 main:574] : INFO : Epoch 741 | loss: 0.0311656 | val_loss: 0.0311805 | Time: 2462.63 ms [2020-12-21 05:08:58 main:574] : INFO : Epoch 742 | loss: 0.0311623 | val_loss: 0.0311821 | Time: 2360.25 ms [2020-12-21 05:09:01 main:574] : INFO : Epoch 743 | loss: 0.031163 | val_loss: 0.0311765 | Time: 2382.55 ms [2020-12-21 05:09:03 main:574] : INFO : Epoch 744 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2464.3 ms [2020-12-21 05:09:05 main:574] : INFO : Epoch 745 | loss: 0.0311658 | val_loss: 0.031175 | Time: 2433.58 ms [2020-12-21 05:09:08 main:574] : INFO : Epoch 746 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 2393.66 ms [2020-12-21 05:09:10 main:574] : INFO : Epoch 747 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2462.77 ms [2020-12-21 05:09:13 main:574] : INFO : Epoch 748 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 2413.18 ms [2020-12-21 05:09:15 main:574] : INFO : Epoch 749 | loss: 0.0311643 | val_loss: 0.0311769 | Time: 2361.4 ms [2020-12-21 05:09:18 main:574] : INFO : Epoch 750 | loss: 0.0311647 | val_loss: 0.0311764 | Time: 2338.85 ms [2020-12-21 05:09:20 main:574] : INFO : Epoch 751 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 2368.07 ms [2020-12-21 05:09:22 main:574] : INFO : Epoch 752 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2445.21 ms [2020-12-21 05:09:25 main:574] : INFO : Epoch 753 | loss: 0.0311609 | val_loss: 0.0311744 | Time: 2391.45 ms [2020-12-21 05:09:27 main:574] : INFO : Epoch 754 | loss: 0.0311593 | val_loss: 0.0311718 | Time: 2445.39 ms [2020-12-21 05:09:30 main:574] : INFO : Epoch 755 | loss: 0.031159 | val_loss: 0.0311726 | Time: 2392.87 ms [2020-12-21 05:09:32 main:574] : INFO : Epoch 756 | loss: 0.0311575 | val_loss: 0.0311707 | Time: 2414.32 ms [2020-12-21 05:09:35 main:574] : INFO : Epoch 757 | loss: 0.0311569 | val_loss: 0.0311739 | Time: 2318.9 ms [2020-12-21 05:09:37 main:574] : INFO : Epoch 758 | loss: 0.0311574 | val_loss: 0.0311725 | Time: 2392.85 ms [2020-12-21 05:09:39 main:574] : INFO : Epoch 759 | loss: 0.0311582 | val_loss: 0.0311762 | Time: 2522.69 ms [2020-12-21 05:09:42 main:574] : INFO : Epoch 760 | loss: 0.0311619 | val_loss: 0.0311774 | Time: 2536.91 ms [2020-12-21 05:09:44 main:574] : INFO : Epoch 761 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2454.58 ms [2020-12-21 05:09:47 main:574] : INFO : Epoch 762 | loss: 0.0311643 | val_loss: 0.0311783 | Time: 2446.08 ms [2020-12-21 05:09:49 main:574] : INFO : Epoch 763 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 2404.18 ms [2020-12-21 05:09:52 main:574] : INFO : Epoch 764 | loss: 0.0311593 | val_loss: 0.0311774 | Time: 2473.43 ms [2020-12-21 05:09:54 main:574] : INFO : Epoch 765 | loss: 0.0311625 | val_loss: 0.031175 | Time: 2477.77 ms [2020-12-21 05:09:57 main:574] : INFO : Epoch 766 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 2409.14 ms [2020-12-21 05:09:59 main:574] : INFO : Epoch 767 | loss: 0.0311576 | val_loss: 0.0311771 | Time: 2477.23 ms [2020-12-21 05:10:02 main:574] : INFO : Epoch 768 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 2470.33 ms [2020-12-21 05:10:04 main:574] : INFO : Epoch 769 | loss: 0.0311569 | val_loss: 0.0311717 | Time: 2431.04 ms [2020-12-21 05:10:07 main:574] : INFO : Epoch 770 | loss: 0.0311599 | val_loss: 0.031172 | Time: 2499.79 ms [2020-12-21 05:10:09 main:574] : INFO : Epoch 771 | loss: 0.0311551 | val_loss: 0.0311721 | Time: 2483.17 ms [2020-12-21 05:10:12 main:574] : INFO : Epoch 772 | loss: 0.0311549 | val_loss: 0.0311701 | Time: 2508.64 ms [2020-12-21 05:10:14 main:574] : INFO : Epoch 773 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 2398.29 ms [2020-12-21 05:10:17 main:574] : INFO : Epoch 774 | loss: 0.0311539 | val_loss: 0.0311746 | Time: 2504.26 ms [2020-12-21 05:10:19 main:574] : INFO : Epoch 775 | loss: 0.0311546 | val_loss: 0.0311708 | Time: 2355.85 ms [2020-12-21 05:10:22 main:574] : INFO : Epoch 776 | loss: 0.0311543 | val_loss: 0.0311726 | Time: 2426.53 ms [2020-12-21 05:10:24 main:574] : INFO : Epoch 777 | loss: 0.0311519 | val_loss: 0.0311741 | Time: 2503.26 ms [2020-12-21 05:10:27 main:574] : INFO : Epoch 778 | loss: 0.0311542 | val_loss: 0.0311764 | Time: 2463.6 ms [2020-12-21 05:10:29 main:574] : INFO : Epoch 779 | loss: 0.0311544 | val_loss: 0.0311771 | Time: 2402.65 ms [2020-12-21 05:10:32 main:574] : INFO : Epoch 780 | loss: 0.0311556 | val_loss: 0.0311806 | Time: 2453.91 ms [2020-12-21 05:10:34 main:574] : INFO : Epoch 781 | loss: 0.0311535 | val_loss: 0.0311836 | Time: 2452.57 ms [2020-12-21 05:10:37 main:574] : INFO : Epoch 782 | loss: 0.0311525 | val_loss: 0.031173 | Time: 2417.24 ms [2020-12-21 05:10:39 main:574] : INFO : Epoch 783 | loss: 0.0311506 | val_loss: 0.0311704 | Time: 2376.26 ms [2020-12-21 05:10:41 main:574] : INFO : Epoch 784 | loss: 0.0311515 | val_loss: 0.031168 | Time: 2392.88 ms [2020-12-21 05:10:44 main:574] : INFO : Epoch 785 | loss: 0.0311543 | val_loss: 0.0311848 | Time: 2477.85 ms [2020-12-21 05:10:46 main:574] : INFO : Epoch 786 | loss: 0.031154 | val_loss: 0.0311747 | Time: 2460.14 ms [2020-12-21 05:10:49 main:574] : INFO : Epoch 787 | loss: 0.03115 | val_loss: 0.0311717 | Time: 2394.27 ms [2020-12-21 05:10:51 main:574] : INFO : Epoch 788 | loss: 0.0311505 | val_loss: 0.03117 | Time: 2415.88 ms [2020-12-21 05:10:54 main:574] : INFO : Epoch 789 | loss: 0.0311489 | val_loss: 0.0311792 | Time: 2450.11 ms [2020-12-21 05:10:56 main:574] : INFO : Epoch 790 | loss: 0.0311552 | val_loss: 0.0311754 | Time: 2393.37 ms [2020-12-21 05:10:59 main:574] : INFO : Epoch 791 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 2541.61 ms [2020-12-21 05:11:01 main:574] : INFO : Epoch 792 | loss: 0.0311526 | val_loss: 0.0311741 | Time: 2438.46 ms [2020-12-21 05:11:04 main:574] : INFO : Epoch 793 | loss: 0.0311515 | val_loss: 0.0311688 | Time: 2337.2 ms [2020-12-21 05:11:06 main:574] : INFO : Epoch 794 | loss: 0.0311537 | val_loss: 0.0311682 | Time: 2342.81 ms [2020-12-21 05:11:08 main:574] : INFO : Epoch 795 | loss: 0.0311501 | val_loss: 0.0311758 | Time: 2465.4 ms [2020-12-21 05:11:11 main:574] : INFO : Epoch 796 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 2379.98 ms [2020-12-21 05:11:13 main:574] : INFO : Epoch 797 | loss: 0.031154 | val_loss: 0.0311736 | Time: 2500.3 ms [2020-12-21 05:11:16 main:574] : INFO : Epoch 798 | loss: 0.0311527 | val_loss: 0.0311714 | Time: 2462.77 ms [2020-12-21 05:11:18 main:574] : INFO : Epoch 799 | loss: 0.0311542 | val_loss: 0.0311769 | Time: 2389.13 ms [2020-12-21 05:11:21 main:574] : INFO : Epoch 800 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 2484.51 ms [2020-12-21 05:11:23 main:574] : INFO : Epoch 801 | loss: 0.0311494 | val_loss: 0.031175 | Time: 2439.61 ms [2020-12-21 05:11:26 main:574] : INFO : Epoch 802 | loss: 0.0311509 | val_loss: 0.031173 | Time: 2548.36 ms [2020-12-21 05:11:28 main:574] : INFO : Epoch 803 | loss: 0.0311491 | val_loss: 0.031172 | Time: 2511.6 ms [2020-12-21 05:11:31 main:574] : INFO : Epoch 804 | loss: 0.0311464 | val_loss: 0.0311763 | Time: 2433.23 ms [2020-12-21 05:11:33 main:574] : INFO : Epoch 805 | loss: 0.0311459 | val_loss: 0.0311733 | Time: 2384.99 ms [2020-12-21 05:11:36 main:574] : INFO : Epoch 806 | loss: 0.0311499 | val_loss: 0.031172 | Time: 2470.1 ms [2020-12-21 05:11:38 main:574] : INFO : Epoch 807 | loss: 0.0311485 | val_loss: 0.031172 | Time: 2420.96 ms [2020-12-21 05:11:41 main:574] : INFO : Epoch 808 | loss: 0.0311496 | val_loss: 0.0311685 | Time: 2345.85 ms [2020-12-21 05:11:43 main:574] : INFO : Epoch 809 | loss: 0.0311481 | val_loss: 0.0311733 | Time: 2432.35 ms [2020-12-21 05:11:45 main:574] : INFO : Epoch 810 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 2372.71 ms [2020-12-21 05:11:48 main:574] : INFO : Epoch 811 | loss: 0.0311493 | val_loss: 0.0311788 | Time: 2353.31 ms [2020-12-21 05:11:50 main:574] : INFO : Epoch 812 | loss: 0.0311492 | val_loss: 0.031171 | Time: 2393.35 ms [2020-12-21 05:11:53 main:574] : INFO : Epoch 813 | loss: 0.0311497 | val_loss: 0.0311807 | Time: 2395.46 ms [2020-12-21 05:11:55 main:574] : INFO : Epoch 814 | loss: 0.03115 | val_loss: 0.0311772 | Time: 2414.39 ms [2020-12-21 05:11:58 main:574] : INFO : Epoch 815 | loss: 0.0311488 | val_loss: 0.0311677 | Time: 2456.06 ms [2020-12-21 05:12:00 main:574] : INFO : Epoch 816 | loss: 0.0311483 | val_loss: 0.0311761 | Time: 2445.38 ms [2020-12-21 05:12:03 main:574] : INFO : Epoch 817 | loss: 0.0311461 | val_loss: 0.031173 | Time: 2424.16 ms [2020-12-21 05:12:05 main:574] : INFO : Epoch 818 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 2448.6 ms [2020-12-21 05:12:08 main:574] : INFO : Epoch 819 | loss: 0.0311495 | val_loss: 0.0311715 | Time: 2469.73 ms [2020-12-21 05:12:10 main:574] : INFO : Epoch 820 | loss: 0.0311446 | val_loss: 0.031179 | Time: 2381.77 ms [2020-12-21 05:12:12 main:574] : INFO : Epoch 821 | loss: 0.031143 | val_loss: 0.0311728 | Time: 2355.53 ms [2020-12-21 05:12:15 main:574] : INFO : Epoch 822 | loss: 0.0311479 | val_loss: 0.0311726 | Time: 2356.33 ms [2020-12-21 05:12:17 main:574] : INFO : Epoch 823 | loss: 0.0311482 | val_loss: 0.0311694 | Time: 2495.96 ms [2020-12-21 05:12:20 main:574] : INFO : Epoch 824 | loss: 0.0311448 | val_loss: 0.0311733 | Time: 2470.04 ms [2020-12-21 05:12:22 main:574] : INFO : Epoch 825 | loss: 0.0311468 | val_loss: 0.0311725 | Time: 2391.82 ms [2020-12-21 05:12:25 main:574] : INFO : Epoch 826 | loss: 0.0311522 | val_loss: 0.031173 | Time: 2391.11 ms [2020-12-21 05:12:27 main:574] : INFO : Epoch 827 | loss: 0.0311473 | val_loss: 0.0311775 | Time: 2468.61 ms [2020-12-21 05:12:30 main:574] : INFO : Epoch 828 | loss: 0.0311451 | val_loss: 0.031172 | Time: 2438.13 ms [2020-12-21 05:12:32 main:574] : INFO : Epoch 829 | loss: 0.0311441 | val_loss: 0.0311851 | Time: 2444.64 ms [2020-12-21 05:12:35 main:574] : INFO : Epoch 830 | loss: 0.0311452 | val_loss: 0.0311764 | Time: 2518.75 ms [2020-12-21 05:12:37 main:574] : INFO : Epoch 831 | loss: 0.0311435 | val_loss: 0.0311717 | Time: 2475.43 ms [2020-12-21 05:12:40 main:574] : INFO : Epoch 832 | loss: 0.031144 | val_loss: 0.0311736 | Time: 2474.36 ms [2020-12-21 05:12:42 main:574] : INFO : Epoch 833 | loss: 0.0311421 | val_loss: 0.0311706 | Time: 2452.34 ms [2020-12-21 05:12:45 main:574] : INFO : Epoch 834 | loss: 0.0311407 | val_loss: 0.0311741 | Time: 2449.21 ms [2020-12-21 05:12:47 main:574] : INFO : Epoch 835 | loss: 0.0311404 | val_loss: 0.0311702 | Time: 2395.04 ms [2020-12-21 05:12:49 main:574] : INFO : Epoch 836 | loss: 0.0311416 | val_loss: 0.0311713 | Time: 2481.57 ms [2020-12-21 05:12:52 main:574] : INFO : Epoch 837 | loss: 0.0311467 | val_loss: 0.0311787 | Time: 2426.58 ms [2020-12-21 05:12:54 main:574] : INFO : Epoch 838 | loss: 0.0311452 | val_loss: 0.0311797 | Time: 2500.43 ms [2020-12-21 05:12:57 main:574] : INFO : Epoch 839 | loss: 0.0311443 | val_loss: 0.0311789 | Time: 2445.95 ms [2020-12-21 05:12:59 main:574] : INFO : Epoch 840 | loss: 0.0311416 | val_loss: 0.0311708 | Time: 2456.21 ms [2020-12-21 05:13:02 main:574] : INFO : Epoch 841 | loss: 0.0311425 | val_loss: 0.0311738 | Time: 2465.41 ms [2020-12-21 05:13:04 main:574] : INFO : Epoch 842 | loss: 0.0311393 | val_loss: 0.031174 | Time: 2466.78 ms [2020-12-21 05:13:07 main:574] : INFO : Epoch 843 | loss: 0.0311392 | val_loss: 0.0311751 | Time: 2519.04 ms [2020-12-21 05:13:09 main:574] : INFO : Epoch 844 | loss: 0.0311437 | val_loss: 0.0311756 | Time: 2486.21 ms [2020-12-21 05:13:12 main:574] : INFO : Epoch 845 | loss: 0.031146 | val_loss: 0.0311757 | Time: 2420.8 ms [2020-12-21 05:13:14 main:574] : INFO : Epoch 846 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 2387.7 ms [2020-12-21 05:13:17 main:574] : INFO : Epoch 847 | loss: 0.0311475 | val_loss: 0.0311731 | Time: 2437.12 ms [2020-12-21 05:13:19 main:574] : INFO : Epoch 848 | loss: 0.0311442 | val_loss: 0.0311709 | Time: 2476.57 ms [2020-12-21 05:13:22 main:574] : INFO : Epoch 849 | loss: 0.0311441 | val_loss: 0.0311739 | Time: 2464.45 ms [2020-12-21 05:13:24 main:574] : INFO : Epoch 850 | loss: 0.0311433 | val_loss: 0.0311692 | Time: 2656.3 ms [2020-12-21 05:13:27 main:574] : INFO : Epoch 851 | loss: 0.0311435 | val_loss: 0.0311717 | Time: 2531.96 ms [2020-12-21 05:13:29 main:574] : INFO : Epoch 852 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 2465.8 ms [2020-12-21 05:13:32 main:574] : INFO : Epoch 853 | loss: 0.0311415 | val_loss: 0.0311742 | Time: 2449.02 ms [2020-12-21 05:13:34 main:574] : INFO : Epoch 854 | loss: 0.0311408 | val_loss: 0.0311733 | Time: 2466.63 ms [2020-12-21 05:13:37 main:574] : INFO : Epoch 855 | loss: 0.0311393 | val_loss: 0.0311735 | Time: 2455.11 ms [2020-12-21 05:13:39 main:574] : INFO : Epoch 856 | loss: 0.0311415 | val_loss: 0.0311761 | Time: 2478.01 ms [2020-12-21 05:13:42 main:574] : INFO : Epoch 857 | loss: 0.0311423 | val_loss: 0.0311765 | Time: 2494.24 ms [2020-12-21 05:13:45 main:574] : INFO : Epoch 858 | loss: 0.0311376 | val_loss: 0.0311741 | Time: 2606.44 ms [2020-12-21 05:13:47 main:574] : INFO : Epoch 859 | loss: 0.0311407 | val_loss: 0.031182 | Time: 2507.17 ms [2020-12-21 05:13:50 main:574] : INFO : Epoch 860 | loss: 0.0311414 | val_loss: 0.0311745 | Time: 2418.02 ms [2020-12-21 05:13:52 main:574] : INFO : Epoch 861 | loss: 0.0311439 | val_loss: 0.0311799 | Time: 2519.71 ms [2020-12-21 05:13:55 main:574] : INFO : Epoch 862 | loss: 0.03114 | val_loss: 0.0311739 | Time: 2383.96 ms [2020-12-21 05:13:57 main:574] : INFO : Epoch 863 | loss: 0.0311367 | val_loss: 0.031174 | Time: 2390.3 ms [2020-12-21 05:14:00 main:574] : INFO : Epoch 864 | loss: 0.0311382 | val_loss: 0.0311735 | Time: 2595.5 ms [2020-12-21 05:14:02 main:574] : INFO : Epoch 865 | loss: 0.0311431 | val_loss: 0.0311833 | Time: 2582.35 ms [2020-12-21 05:14:05 main:574] : INFO : Epoch 866 | loss: 0.0311421 | val_loss: 0.03117 | Time: 2382.09 ms [2020-12-21 05:14:07 main:574] : INFO : Epoch 867 | loss: 0.0311497 | val_loss: 0.0311738 | Time: 2424.89 ms [2020-12-21 05:14:10 main:574] : INFO : Epoch 868 | loss: 0.0311432 | val_loss: 0.0311766 | Time: 2474.62 ms [2020-12-21 05:14:12 main:574] : INFO : Epoch 869 | loss: 0.0311436 | val_loss: 0.0311728 | Time: 2437.27 ms [2020-12-21 05:14:14 main:574] : INFO : Epoch 870 | loss: 0.0311446 | val_loss: 0.0311707 | Time: 2489.14 ms [2020-12-21 05:14:17 main:574] : INFO : Epoch 871 | loss: 0.0311451 | val_loss: 0.031172 | Time: 2541.25 ms [2020-12-21 05:14:20 main:574] : INFO : Epoch 872 | loss: 0.0311502 | val_loss: 0.0311722 | Time: 2462.8 ms [2020-12-21 05:14:22 main:574] : INFO : Epoch 873 | loss: 0.0311481 | val_loss: 0.0311733 | Time: 2464.2 ms [2020-12-21 05:14:25 main:574] : INFO : Epoch 874 | loss: 0.031146 | val_loss: 0.0311768 | Time: 2461.96 ms [2020-12-21 05:14:27 main:574] : INFO : Epoch 875 | loss: 0.0311494 | val_loss: 0.0311734 | Time: 2463.2 ms [2020-12-21 05:14:30 main:574] : INFO : Epoch 876 | loss: 0.0311432 | val_loss: 0.0311704 | Time: 2403.99 ms [2020-12-21 05:14:32 main:574] : INFO : Epoch 877 | loss: 0.0311403 | val_loss: 0.0311724 | Time: 2562.69 ms [2020-12-21 05:14:35 main:574] : INFO : Epoch 878 | loss: 0.0311358 | val_loss: 0.0311788 | Time: 2442.69 ms [2020-12-21 05:14:37 main:574] : INFO : Epoch 879 | loss: 0.031136 | val_loss: 0.0311718 | Time: 2449.49 ms [2020-12-21 05:14:40 main:574] : INFO : Epoch 880 | loss: 0.0311403 | val_loss: 0.0311683 | Time: 2432.03 ms [2020-12-21 05:14:42 main:574] : INFO : Epoch 881 | loss: 0.0311426 | val_loss: 0.0311756 | Time: 2441.54 ms [2020-12-21 05:14:45 main:574] : INFO : Epoch 882 | loss: 0.0311423 | val_loss: 0.0311714 | Time: 2544.35 ms [2020-12-21 05:14:47 main:574] : INFO : Epoch 883 | loss: 0.0311438 | val_loss: 0.0311754 | Time: 2512.54 ms [2020-12-21 05:14:50 main:574] : INFO : Epoch 884 | loss: 0.0311474 | val_loss: 0.0311698 | Time: 2429.53 ms [2020-12-21 05:14:52 main:574] : INFO : Epoch 885 | loss: 0.0311428 | val_loss: 0.0311685 | Time: 2465.92 ms [2020-12-21 05:14:55 main:574] : INFO : Epoch 886 | loss: 0.0311431 | val_loss: 0.0311692 | Time: 2432.21 ms [2020-12-21 05:14:57 main:574] : INFO : Epoch 887 | loss: 0.0311396 | val_loss: 0.0311728 | Time: 2472.06 ms [2020-12-21 05:14:59 main:574] : INFO : Epoch 888 | loss: 0.0311399 | val_loss: 0.0311758 | Time: 2414.62 ms [2020-12-21 05:15:02 main:574] : INFO : Epoch 889 | loss: 0.0311401 | val_loss: 0.0311767 | Time: 2517.55 ms [2020-12-21 05:15:04 main:574] : INFO : Epoch 890 | loss: 0.0311407 | val_loss: 0.0311755 | Time: 2435.2 ms [2020-12-21 05:15:07 main:574] : INFO : Epoch 891 | loss: 0.0311421 | val_loss: 0.031178 | Time: 2516.29 ms [2020-12-21 05:15:10 main:574] : INFO : Epoch 892 | loss: 0.0311492 | val_loss: 0.0311783 | Time: 2571.63 ms [2020-12-21 05:15:12 main:574] : INFO : Epoch 893 | loss: 0.031145 | val_loss: 0.0311705 | Time: 2512.61 ms [2020-12-21 05:15:15 main:574] : INFO : Epoch 894 | loss: 0.0311429 | val_loss: 0.0311716 | Time: 2439.7 ms [2020-12-21 05:15:17 main:574] : INFO : Epoch 895 | loss: 0.031139 | val_loss: 0.0311756 | Time: 2443.74 ms [2020-12-21 05:15:20 main:574] : INFO : Epoch 896 | loss: 0.0311387 | val_loss: 0.0311729 | Time: 2400.52 ms [2020-12-21 05:15:22 main:574] : INFO : Epoch 897 | loss: 0.0311381 | val_loss: 0.0311762 | Time: 2427.1 ms [2020-12-21 05:15:25 main:574] : INFO : Epoch 898 | loss: 0.0311476 | val_loss: 0.0311675 | Time: 2500.99 ms [2020-12-21 05:15:27 main:574] : INFO : Epoch 899 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 2455.01 ms [2020-12-21 05:15:30 main:574] : INFO : Epoch 900 | loss: 0.0311522 | val_loss: 0.0311731 | Time: 2506.09 ms [2020-12-21 05:15:32 main:574] : INFO : Epoch 901 | loss: 0.0311503 | val_loss: 0.0311797 | Time: 2611.39 ms [2020-12-21 05:15:35 main:574] : INFO : Epoch 902 | loss: 0.0311516 | val_loss: 0.0311748 | Time: 2548.36 ms [2020-12-21 05:15:37 main:574] : INFO : Epoch 903 | loss: 0.031157 | val_loss: 0.0311681 | Time: 2460.02 ms [2020-12-21 05:15:40 main:574] : INFO : Epoch 904 | loss: 0.0311538 | val_loss: 0.0311733 | Time: 2483.57 ms [2020-12-21 05:15:42 main:574] : INFO : Epoch 905 | loss: 0.0311557 | val_loss: 0.0311699 | Time: 2467.59 ms [2020-12-21 05:15:45 main:574] : INFO : Epoch 906 | loss: 0.0311516 | val_loss: 0.0311804 | Time: 2510.14 ms [2020-12-21 05:15:47 main:574] : INFO : Epoch 907 | loss: 0.0311504 | val_loss: 0.0311707 | Time: 2456.27 ms [2020-12-21 05:15:50 main:574] : INFO : Epoch 908 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 2350.06 ms [2020-12-21 05:15:52 main:574] : INFO : Epoch 909 | loss: 0.0311547 | val_loss: 0.0311732 | Time: 2489.04 ms [2020-12-21 05:15:55 main:574] : INFO : Epoch 910 | loss: 0.0311647 | val_loss: 0.0311824 | Time: 2458.08 ms [2020-12-21 05:15:57 main:574] : INFO : Epoch 911 | loss: 0.03116 | val_loss: 0.0311705 | Time: 2432.83 ms [2020-12-21 05:16:00 main:574] : INFO : Epoch 912 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 2518.43 ms [2020-12-21 05:16:02 main:574] : INFO : Epoch 913 | loss: 0.031162 | val_loss: 0.0311704 | Time: 2474.15 ms [2020-12-21 05:16:05 main:574] : INFO : Epoch 914 | loss: 0.031158 | val_loss: 0.031169 | Time: 2539.17 ms [2020-12-21 05:16:07 main:574] : INFO : Epoch 915 | loss: 0.0311552 | val_loss: 0.0311724 | Time: 2426.35 ms [2020-12-21 05:16:10 main:574] : INFO : Epoch 916 | loss: 0.0311535 | val_loss: 0.0311682 | Time: 2468.63 ms [2020-12-21 05:16:12 main:574] : INFO : Epoch 917 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 2363.15 ms [2020-12-21 05:16:15 main:574] : INFO : Epoch 918 | loss: 0.0311561 | val_loss: 0.0311668 | Time: 2436.39 ms [2020-12-21 05:16:17 main:574] : INFO : Epoch 919 | loss: 0.0311519 | val_loss: 0.0311668 | Time: 2464.73 ms [2020-12-21 05:16:20 main:574] : INFO : Epoch 920 | loss: 0.0311526 | val_loss: 0.0311742 | Time: 2409.74 ms [2020-12-21 05:16:22 main:574] : INFO : Epoch 921 | loss: 0.0311571 | val_loss: 0.0311672 | Time: 2485.62 ms [2020-12-21 05:16:25 main:574] : INFO : Epoch 922 | loss: 0.0311519 | val_loss: 0.0311659 | Time: 2581.05 ms [2020-12-21 05:16:27 main:574] : INFO : Epoch 923 | loss: 0.0311491 | val_loss: 0.0311677 | Time: 2439.01 ms [2020-12-21 05:16:30 main:574] : INFO : Epoch 924 | loss: 0.0311491 | val_loss: 0.0311735 | Time: 2423.49 ms [2020-12-21 05:16:32 main:574] : INFO : Epoch 925 | loss: 0.0311481 | val_loss: 0.0311703 | Time: 2417.65 ms [2020-12-21 05:16:35 main:574] : INFO : Epoch 926 | loss: 0.0311481 | val_loss: 0.0311674 | Time: 2367.93 ms [2020-12-21 05:16:37 main:574] : INFO : Epoch 927 | loss: 0.0311442 | val_loss: 0.0311676 | Time: 2442.68 ms [2020-12-21 05:16:40 main:574] : INFO : Epoch 928 | loss: 0.0311426 | val_loss: 0.0311692 | Time: 2471.34 ms [2020-12-21 05:16:42 main:574] : INFO : Epoch 929 | loss: 0.0311443 | val_loss: 0.0311645 | Time: 2461.89 ms [2020-12-21 05:16:44 main:574] : INFO : Epoch 930 | loss: 0.031142 | val_loss: 0.0311657 | Time: 2373.94 ms [2020-12-21 05:16:47 main:574] : INFO : Epoch 931 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 2454.81 ms [2020-12-21 05:16:49 main:574] : INFO : Epoch 932 | loss: 0.0311426 | val_loss: 0.0311674 | Time: 2414.88 ms [2020-12-21 05:16:52 main:574] : INFO : Epoch 933 | loss: 0.0311419 | val_loss: 0.0311675 | Time: 2505.63 ms [2020-12-21 05:16:54 main:574] : INFO : Epoch 934 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 2491.07 ms [2020-12-21 05:16:57 main:574] : INFO : Epoch 935 | loss: 0.0311396 | val_loss: 0.0311656 | Time: 2456.94 ms [2020-12-21 05:16:59 main:574] : INFO : Epoch 936 | loss: 0.0311399 | val_loss: 0.0311682 | Time: 2469.35 ms [2020-12-21 05:17:02 main:574] : INFO : Epoch 937 | loss: 0.0311372 | val_loss: 0.0311703 | Time: 2474.13 ms [2020-12-21 05:17:04 main:574] : INFO : Epoch 938 | loss: 0.031136 | val_loss: 0.0311701 | Time: 2511.78 ms [2020-12-21 05:17:07 main:574] : INFO : Epoch 939 | loss: 0.031138 | val_loss: 0.0311731 | Time: 2508.73 ms [2020-12-21 05:17:09 main:574] : INFO : Epoch 940 | loss: 0.0311379 | val_loss: 0.031171 | Time: 2435.41 ms [2020-12-21 05:17:12 main:574] : INFO : Epoch 941 | loss: 0.0311409 | val_loss: 0.0311746 | Time: 2440.42 ms [2020-12-21 05:17:14 main:574] : INFO : Epoch 942 | loss: 0.0311432 | val_loss: 0.031165 | Time: 2474.74 ms [2020-12-21 05:17:17 main:574] : INFO : Epoch 943 | loss: 0.0311433 | val_loss: 0.0311716 | Time: 2474.4 ms [2020-12-21 05:17:19 main:574] : INFO : Epoch 944 | loss: 0.0311437 | val_loss: 0.0311669 | Time: 2476.88 ms [2020-12-21 05:17:22 main:574] : INFO : Epoch 945 | loss: 0.031144 | val_loss: 0.0311647 | Time: 2509.47 ms [2020-12-21 05:17:24 main:574] : INFO : Epoch 946 | loss: 0.0311441 | val_loss: 0.0311683 | Time: 2451.12 ms [2020-12-21 05:17:27 main:574] : INFO : Epoch 947 | loss: 0.0311428 | val_loss: 0.0311692 | Time: 2399.09 ms [2020-12-21 05:17:29 main:574] : INFO : Epoch 948 | loss: 0.0311418 | val_loss: 0.0311746 | Time: 2353.72 ms [2020-12-21 05:17:32 main:574] : INFO : Epoch 949 | loss: 0.0311426 | val_loss: 0.0311665 | Time: 2370.85 ms [2020-12-21 05:17:34 main:574] : INFO : Epoch 950 | loss: 0.0311449 | val_loss: 0.0311693 | Time: 2478.17 ms [2020-12-21 05:17:37 main:574] : INFO : Epoch 951 | loss: 0.0311372 | val_loss: 0.0311702 | Time: 2505.02 ms [2020-12-21 05:17:39 main:574] : INFO : Epoch 952 | loss: 0.0311395 | val_loss: 0.0311711 | Time: 2516.88 ms [2020-12-21 05:17:42 main:574] : INFO : Epoch 953 | loss: 0.0311476 | val_loss: 0.0311832 | Time: 2451.7 ms [2020-12-21 05:17:44 main:574] : INFO : Epoch 954 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 2462.94 ms [2020-12-21 05:17:47 main:574] : INFO : Epoch 955 | loss: 0.0311415 | val_loss: 0.0311666 | Time: 2381.35 ms [2020-12-21 05:17:49 main:574] : INFO : Epoch 956 | loss: 0.0311382 | val_loss: 0.0311722 | Time: 2405.49 ms [2020-12-21 05:17:51 main:574] : INFO : Epoch 957 | loss: 0.0311392 | val_loss: 0.0311658 | Time: 2356.59 ms [2020-12-21 05:17:54 main:574] : INFO : Epoch 958 | loss: 0.0311379 | val_loss: 0.0311717 | Time: 2425.76 ms [2020-12-21 05:17:56 main:574] : INFO : Epoch 959 | loss: 0.0311368 | val_loss: 0.0311682 | Time: 2414.76 ms [2020-12-21 05:17:59 main:574] : INFO : Epoch 960 | loss: 0.0311383 | val_loss: 0.0311653 | Time: 2427.57 ms [2020-12-21 05:18:01 main:574] : INFO : Epoch 961 | loss: 0.0311362 | val_loss: 0.031171 | Time: 2417.26 ms [2020-12-21 05:18:04 main:574] : INFO : Epoch 962 | loss: 0.0311349 | val_loss: 0.0311659 | Time: 2454.48 ms [2020-12-21 05:18:06 main:574] : INFO : Epoch 963 | loss: 0.0311355 | val_loss: 0.0311681 | Time: 2420.03 ms [2020-12-21 05:18:09 main:574] : INFO : Epoch 964 | loss: 0.0311383 | val_loss: 0.0311812 | Time: 2530.72 ms [2020-12-21 05:18:11 main:574] : INFO : Epoch 965 | loss: 0.031141 | val_loss: 0.0311762 | Time: 2385.32 ms [2020-12-21 05:18:14 main:574] : INFO : Epoch 966 | loss: 0.031139 | val_loss: 0.0311673 | Time: 2370.4 ms [2020-12-21 05:18:16 main:574] : INFO : Epoch 967 | loss: 0.0311373 | val_loss: 0.031168 | Time: 2455.13 ms [2020-12-21 05:18:19 main:574] : INFO : Epoch 968 | loss: 0.031138 | val_loss: 0.0311763 | Time: 2454.25 ms [2020-12-21 05:18:21 main:574] : INFO : Epoch 969 | loss: 0.0311328 | val_loss: 0.0311684 | Time: 2474.69 ms [2020-12-21 05:18:24 main:574] : INFO : Epoch 970 | loss: 0.0311333 | val_loss: 0.0311733 | Time: 2451.42 ms [2020-12-21 05:18:26 main:574] : INFO : Epoch 971 | loss: 0.0311351 | val_loss: 0.0311713 | Time: 2471.67 ms [2020-12-21 05:18:29 main:574] : INFO : Epoch 972 | loss: 0.0311367 | val_loss: 0.0311814 | Time: 2466.94 ms [2020-12-21 05:18:31 main:574] : INFO : Epoch 973 | loss: 0.031136 | val_loss: 0.0311669 | Time: 2501.15 ms [2020-12-21 05:18:34 main:574] : INFO : Epoch 974 | loss: 0.0311346 | val_loss: 0.0311655 | Time: 2502.88 ms [2020-12-21 05:18:36 main:574] : INFO : Epoch 975 | loss: 0.0311334 | val_loss: 0.0311724 | Time: 2553.05 ms [2020-12-21 05:18:39 main:574] : INFO : Epoch 976 | loss: 0.0311329 | val_loss: 0.0311664 | Time: 2354.36 ms [2020-12-21 05:18:41 main:574] : INFO : Epoch 977 | loss: 0.0311367 | val_loss: 0.0311689 | Time: 2436.33 ms [2020-12-21 05:18:44 main:574] : INFO : Epoch 978 | loss: 0.0311408 | val_loss: 0.0311676 | Time: 2496.79 ms [2020-12-21 05:18:46 main:574] : INFO : Epoch 979 | loss: 0.0311382 | val_loss: 0.0311636 | Time: 2495.62 ms [2020-12-21 05:18:49 main:574] : INFO : Epoch 980 | loss: 0.0311449 | val_loss: 0.0311698 | Time: 2477.6 ms [2020-12-21 05:18:51 main:574] : INFO : Epoch 981 | loss: 0.0311589 | val_loss: 0.0311718 | Time: 2442.6 ms [2020-12-21 05:18:54 main:574] : INFO : Epoch 982 | loss: 0.0311525 | val_loss: 0.0311658 | Time: 2463.07 ms [2020-12-21 05:18:56 main:574] : INFO : Epoch 983 | loss: 0.031148 | val_loss: 0.0311635 | Time: 2533.04 ms [2020-12-21 05:18:59 main:574] : INFO : Epoch 984 | loss: 0.0311422 | val_loss: 0.0311637 | Time: 2447.21 ms [2020-12-21 05:19:01 main:574] : INFO : Epoch 985 | loss: 0.0311411 | val_loss: 0.0311696 | Time: 2441.8 ms [2020-12-21 05:19:04 main:574] : INFO : Epoch 986 | loss: 0.0311398 | val_loss: 0.0311649 | Time: 2575.47 ms [2020-12-21 05:19:06 main:574] : INFO : Epoch 987 | loss: 0.0311399 | val_loss: 0.0311637 | Time: 2477.09 ms [2020-12-21 05:19:09 main:574] : INFO : Epoch 988 | loss: 0.0311405 | val_loss: 0.0311661 | Time: 2332.07 ms [2020-12-21 05:19:11 main:574] : INFO : Epoch 989 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 2391.34 ms [2020-12-21 05:19:13 main:574] : INFO : Epoch 990 | loss: 0.0311424 | val_loss: 0.0311774 | Time: 2438.99 ms [2020-12-21 05:19:16 main:574] : INFO : Epoch 991 | loss: 0.0311405 | val_loss: 0.0311628 | Time: 2399.68 ms [2020-12-21 05:19:18 main:574] : INFO : Epoch 992 | loss: 0.0311371 | val_loss: 0.0311672 | Time: 2401.81 ms [2020-12-21 05:19:21 main:574] : INFO : Epoch 993 | loss: 0.0311378 | val_loss: 0.031169 | Time: 2378.92 ms [2020-12-21 05:19:23 main:574] : INFO : Epoch 994 | loss: 0.031138 | val_loss: 0.0311649 | Time: 2392.19 ms [2020-12-21 05:19:26 main:574] : INFO : Epoch 995 | loss: 0.0311382 | val_loss: 0.0311652 | Time: 2370.45 ms [2020-12-21 05:19:28 main:574] : INFO : Epoch 996 | loss: 0.0311373 | val_loss: 0.0311613 | Time: 2395.96 ms [2020-12-21 05:19:30 main:574] : INFO : Epoch 997 | loss: 0.0311368 | val_loss: 0.0311625 | Time: 2366.41 ms [2020-12-21 05:19:33 main:574] : INFO : Epoch 998 | loss: 0.0311352 | val_loss: 0.0311666 | Time: 2430.47 ms [2020-12-21 05:19:35 main:574] : INFO : Epoch 999 | loss: 0.0311389 | val_loss: 0.0311593 | Time: 2406.16 ms [2020-12-21 05:19:38 main:574] : INFO : Epoch 1000 | loss: 0.0311359 | val_loss: 0.031165 | Time: 2458.41 ms [2020-12-21 05:19:40 main:574] : INFO : Epoch 1001 | loss: 0.0311362 | val_loss: 0.0311602 | Time: 2403.36 ms [2020-12-21 05:19:43 main:574] : INFO : Epoch 1002 | loss: 0.0311331 | val_loss: 0.0311602 | Time: 2416.95 ms [2020-12-21 05:19:45 main:574] : INFO : Epoch 1003 | loss: 0.0311318 | val_loss: 0.0311593 | Time: 2380.81 ms [2020-12-21 05:19:47 main:574] : INFO : Epoch 1004 | loss: 0.0311313 | val_loss: 0.0311589 | Time: 2354.7 ms [2020-12-21 05:19:50 main:574] : INFO : Epoch 1005 | loss: 0.0311287 | val_loss: 0.031164 | Time: 2473.53 ms [2020-12-21 05:19:52 main:574] : INFO : Epoch 1006 | loss: 0.0311297 | val_loss: 0.0311588 | Time: 2426.45 ms [2020-12-21 05:19:55 main:574] : INFO : Epoch 1007 | loss: 0.0311289 | val_loss: 0.0311672 | Time: 2490.38 ms [2020-12-21 05:19:57 main:574] : INFO : Epoch 1008 | loss: 0.0311315 | val_loss: 0.0311606 | Time: 2430.68 ms [2020-12-21 05:20:00 main:574] : INFO : Epoch 1009 | loss: 0.0311306 | val_loss: 0.031163 | Time: 2418.72 ms [2020-12-21 05:20:02 main:574] : INFO : Epoch 1010 | loss: 0.0311351 | val_loss: 0.0311705 | Time: 2377.27 ms [2020-12-21 05:20:05 main:574] : INFO : Epoch 1011 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 2447.45 ms [2020-12-21 05:20:07 main:574] : INFO : Epoch 1012 | loss: 0.0311359 | val_loss: 0.0311593 | Time: 2442.69 ms [2020-12-21 05:20:10 main:574] : INFO : Epoch 1013 | loss: 0.0311312 | val_loss: 0.0311637 | Time: 2467.07 ms [2020-12-21 05:20:12 main:574] : INFO : Epoch 1014 | loss: 0.0311304 | val_loss: 0.0311598 | Time: 2574.53 ms [2020-12-21 05:20:15 main:574] : INFO : Epoch 1015 | loss: 0.0311356 | val_loss: 0.0311621 | Time: 2442.46 ms [2020-12-21 05:20:17 main:574] : INFO : Epoch 1016 | loss: 0.0311365 | val_loss: 0.0311607 | Time: 2419.8 ms [2020-12-21 05:20:20 main:574] : INFO : Epoch 1017 | loss: 0.0311393 | val_loss: 0.0311668 | Time: 2394.43 ms [2020-12-21 05:20:22 main:574] : INFO : Epoch 1018 | loss: 0.03114 | val_loss: 0.0311592 | Time: 2414.61 ms [2020-12-21 05:20:25 main:574] : INFO : Epoch 1019 | loss: 0.031139 | val_loss: 0.0311639 | Time: 2459.93 ms [2020-12-21 05:20:27 main:574] : INFO : Epoch 1020 | loss: 0.031135 | val_loss: 0.0311583 | Time: 2481.51 ms [2020-12-21 05:20:29 main:574] : INFO : Epoch 1021 | loss: 0.0311352 | val_loss: 0.0311636 | Time: 2325.2 ms [2020-12-21 05:20:32 main:574] : INFO : Epoch 1022 | loss: 0.0311316 | val_loss: 0.0311582 | Time: 2453.77 ms [2020-12-21 05:20:34 main:574] : INFO : Epoch 1023 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 2467.63 ms [2020-12-21 05:20:37 main:574] : INFO : Epoch 1024 | loss: 0.0311409 | val_loss: 0.0311565 | Time: 2540.17 ms [2020-12-21 05:20:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311565 [2020-12-21 05:20:37 main:603] : INFO : Saving end state to config to file [2020-12-21 05:20:37 main:608] : INFO : Success, exiting.. 05:20:37 (20256): 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)