Task 3531449
| Name | ParityMachine-1605454937-17212-12_0 |
| Workunit | 1754419 |
| Created | 5 Jan 2021, 2:26:36 UTC |
| Sent | 6 Jan 2021, 10:53:35 UTC |
| Report deadline | 13 Jan 2021, 10:53:35 UTC |
| Received | 6 Jan 2021, 18:21:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 39 min 44 sec |
| CPU time | 38 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,569.86 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 2352.82 ms [2021-01-06 18:41:14 main:574] : INFO : Epoch 515 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 2349.86 ms [2021-01-06 18:41:16 main:574] : INFO : Epoch 516 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2347.02 ms [2021-01-06 18:41:19 main:574] : INFO : Epoch 517 | loss: 0.0311672 | val_loss: 0.0311749 | Time: 2358.19 ms [2021-01-06 18:41:21 main:574] : INFO : Epoch 518 | loss: 0.0311694 | val_loss: 0.0311743 | Time: 2366.83 ms [2021-01-06 18:41:23 main:574] : INFO : Epoch 519 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 2352.37 ms [2021-01-06 18:41:26 main:574] : INFO : Epoch 520 | loss: 0.0311719 | val_loss: 0.0311774 | Time: 2347.63 ms [2021-01-06 18:41:28 main:574] : INFO : Epoch 521 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 2365.11 ms [2021-01-06 18:41:30 main:574] : INFO : Epoch 522 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 2360.19 ms [2021-01-06 18:41:33 main:574] : INFO : Epoch 523 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2345.88 ms [2021-01-06 18:41:35 main:574] : INFO : Epoch 524 | loss: 0.0311664 | val_loss: 0.0311713 | Time: 2350.56 ms [2021-01-06 18:41:38 main:574] : INFO : Epoch 525 | loss: 0.0311658 | val_loss: 0.0311721 | Time: 2284.97 ms [2021-01-06 18:41:40 main:574] : INFO : Epoch 526 | loss: 0.0311657 | val_loss: 0.0311821 | Time: 2279.77 ms [2021-01-06 18:41:42 main:574] : INFO : Epoch 527 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 2293.61 ms [2021-01-06 18:41:44 main:574] : INFO : Epoch 528 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 2283.33 ms [2021-01-06 18:41:47 main:574] : INFO : Epoch 529 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 2287.05 ms [2021-01-06 18:41:49 main:574] : INFO : Epoch 530 | loss: 0.0311661 | val_loss: 0.031173 | Time: 2296.91 ms [2021-01-06 18:41:51 main:574] : INFO : Epoch 531 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 2292.35 ms [2021-01-06 18:41:54 main:574] : INFO : Epoch 532 | loss: 0.0311649 | val_loss: 0.0311781 | Time: 2281.95 ms [2021-01-06 18:41:56 main:574] : INFO : Epoch 533 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 2315.21 ms [2021-01-06 18:41:58 main:574] : INFO : Epoch 534 | loss: 0.0311657 | val_loss: 0.0311729 | Time: 2336.47 ms [2021-01-06 18:42:01 main:574] : INFO : Epoch 535 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 2354.87 ms [2021-01-06 18:42:03 main:574] : INFO : Epoch 536 | loss: 0.0311641 | val_loss: 0.0311744 | Time: 2353.05 ms [2021-01-06 18:42:05 main:574] : INFO : Epoch 537 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2372.96 ms [2021-01-06 18:42:08 main:574] : INFO : Epoch 538 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 2364.81 ms [2021-01-06 18:42:10 main:574] : INFO : Epoch 539 | loss: 0.0311694 | val_loss: 0.0311739 | Time: 2367.64 ms [2021-01-06 18:42:13 main:574] : INFO : Epoch 540 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 2355.4 ms [2021-01-06 18:42:15 main:574] : INFO : Epoch 541 | loss: 0.0311666 | val_loss: 0.0311778 | Time: 2365.46 ms [2021-01-06 18:42:17 main:574] : INFO : Epoch 542 | loss: 0.0311685 | val_loss: 0.031175 | Time: 2361.25 ms [2021-01-06 18:42:20 main:574] : INFO : Epoch 543 | loss: 0.0311678 | val_loss: 0.0311766 | Time: 2388.03 ms [2021-01-06 18:42:22 main:574] : INFO : Epoch 544 | loss: 0.0311646 | val_loss: 0.0311726 | Time: 2357.91 ms [2021-01-06 18:42:24 main:574] : INFO : Epoch 545 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 2334.88 ms [2021-01-06 18:42:27 main:574] : INFO : Epoch 546 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 2350.63 ms [2021-01-06 18:42:29 main:574] : INFO : Epoch 547 | loss: 0.0311706 | val_loss: 0.0311749 | Time: 2356.71 ms [2021-01-06 18:42:32 main:574] : INFO : Epoch 548 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 2343.12 ms [2021-01-06 18:42:34 main:574] : INFO : Epoch 549 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 2342.05 ms [2021-01-06 18:42:36 main:574] : INFO : Epoch 550 | loss: 0.0311652 | val_loss: 0.031173 | Time: 2314.96 ms [2021-01-06 18:42:39 main:574] : INFO : Epoch 551 | loss: 0.0311667 | val_loss: 0.0311731 | Time: 2337.02 ms [2021-01-06 18:42:41 main:574] : INFO : Epoch 552 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 2351.84 ms [2021-01-06 18:42:43 main:574] : INFO : Epoch 553 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 2319.7 ms [2021-01-06 18:42:46 main:574] : INFO : Epoch 554 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 2356.12 ms [2021-01-06 18:42:48 main:574] : INFO : Epoch 555 | loss: 0.031165 | val_loss: 0.0311722 | Time: 2358.96 ms [2021-01-06 18:42:50 main:574] : INFO : Epoch 556 | loss: 0.0311636 | val_loss: 0.0311709 | Time: 2340.92 ms [2021-01-06 18:42:53 main:574] : INFO : Epoch 557 | loss: 0.0311653 | val_loss: 0.0311764 | Time: 2346.7 ms [2021-01-06 18:42:55 main:574] : INFO : Epoch 558 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 2363.46 ms [2021-01-06 18:42:57 main:574] : INFO : Epoch 559 | loss: 0.0311648 | val_loss: 0.0311758 | Time: 2328.17 ms [2021-01-06 18:43:00 main:574] : INFO : Epoch 560 | loss: 0.0311664 | val_loss: 0.031186 | Time: 2319.46 ms [2021-01-06 18:43:02 main:574] : INFO : Epoch 561 | loss: 0.0311669 | val_loss: 0.0311746 | Time: 2299.83 ms [2021-01-06 18:43:04 main:574] : INFO : Epoch 562 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 2325.93 ms [2021-01-06 18:43:07 main:574] : INFO : Epoch 563 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2322.93 ms [2021-01-06 18:43:09 main:574] : INFO : Epoch 564 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 2336.35 ms [2021-01-06 18:43:11 main:574] : INFO : Epoch 565 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 2338.71 ms [2021-01-06 18:43:14 main:574] : INFO : Epoch 566 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 2298.64 ms [2021-01-06 18:43:16 main:574] : INFO : Epoch 567 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 2313.96 ms [2021-01-06 18:43:18 main:574] : INFO : Epoch 568 | loss: 0.0311642 | val_loss: 0.0311799 | Time: 2322.89 ms [2021-01-06 18:43:21 main:574] : INFO : Epoch 569 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2326.95 ms [2021-01-06 18:43:23 main:574] : INFO : Epoch 570 | loss: 0.0311647 | val_loss: 0.0311732 | Time: 2322.38 ms [2021-01-06 18:43:25 main:574] : INFO : Epoch 571 | loss: 0.0311651 | val_loss: 0.0311713 | Time: 2328.96 ms [2021-01-06 18:43:28 main:574] : INFO : Epoch 572 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 2307.06 ms [2021-01-06 18:43:30 main:574] : INFO : Epoch 573 | loss: 0.0311697 | val_loss: 0.0311813 | Time: 2330.97 ms [2021-01-06 18:43:32 main:574] : INFO : Epoch 574 | loss: 0.0311647 | val_loss: 0.0311756 | Time: 2321.34 ms [2021-01-06 18:43:35 main:574] : INFO : Epoch 575 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 2314.51 ms [2021-01-06 18:43:37 main:574] : INFO : Epoch 576 | loss: 0.0311644 | val_loss: 0.0311752 | Time: 2330.87 ms [2021-01-06 18:43:39 main:574] : INFO : Epoch 577 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 2335.72 ms [2021-01-06 18:43:42 main:574] : INFO : Epoch 578 | loss: 0.0311633 | val_loss: 0.031171 | Time: 2326.78 ms [2021-01-06 18:43:44 main:574] : INFO : Epoch 579 | loss: 0.031162 | val_loss: 0.0311732 | Time: 2343.37 ms [2021-01-06 18:43:47 main:574] : INFO : Epoch 580 | loss: 0.0311639 | val_loss: 0.0311741 | Time: 2377.99 ms [2021-01-06 18:43:49 main:574] : INFO : Epoch 581 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 2358.42 ms [2021-01-06 18:43:51 main:574] : INFO : Epoch 582 | loss: 0.031166 | val_loss: 0.0311722 | Time: 2348.71 ms [2021-01-06 18:43:54 main:574] : INFO : Epoch 583 | loss: 0.0311671 | val_loss: 0.0311748 | Time: 2366.1 ms [2021-01-06 18:43:56 main:574] : INFO : Epoch 584 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2358.09 ms [2021-01-06 18:43:58 main:574] : INFO : Epoch 585 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 2349.87 ms [2021-01-06 18:44:01 main:574] : INFO : Epoch 586 | loss: 0.031161 | val_loss: 0.0311746 | Time: 2359.7 ms [2021-01-06 18:44:03 main:574] : INFO : Epoch 587 | loss: 0.0311614 | val_loss: 0.0311719 | Time: 2358.15 ms [2021-01-06 18:44:06 main:574] : INFO : Epoch 588 | loss: 0.0311607 | val_loss: 0.0311742 | Time: 2357.75 ms [2021-01-06 18:44:08 main:574] : INFO : Epoch 589 | loss: 0.0311618 | val_loss: 0.0311751 | Time: 2359.52 ms [2021-01-06 18:44:10 main:574] : INFO : Epoch 590 | loss: 0.0311609 | val_loss: 0.0311736 | Time: 2346.97 ms [2021-01-06 18:44:13 main:574] : INFO : Epoch 591 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 2345.75 ms [2021-01-06 18:44:15 main:574] : INFO : Epoch 592 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 2377.49 ms [2021-01-06 18:44:17 main:574] : INFO : Epoch 593 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 2354.82 ms [2021-01-06 18:44:20 main:574] : INFO : Epoch 594 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 2359.37 ms [2021-01-06 18:44:22 main:574] : INFO : Epoch 595 | loss: 0.0311627 | val_loss: 0.0311771 | Time: 2359.57 ms [2021-01-06 18:44:24 main:574] : INFO : Epoch 596 | loss: 0.031163 | val_loss: 0.0311746 | Time: 2354.81 ms [2021-01-06 18:44:27 main:574] : INFO : Epoch 597 | loss: 0.0311653 | val_loss: 0.0311731 | Time: 2361.28 ms [2021-01-06 18:44:29 main:574] : INFO : Epoch 598 | loss: 0.0311686 | val_loss: 0.0311785 | Time: 2342 ms [2021-01-06 18:44:32 main:574] : INFO : Epoch 599 | loss: 0.0311778 | val_loss: 0.0311773 | Time: 2350.99 ms [2021-01-06 18:44:34 main:574] : INFO : Epoch 600 | loss: 0.0311805 | val_loss: 0.0311831 | Time: 2354.79 ms [2021-01-06 18:44:36 main:574] : INFO : Epoch 601 | loss: 0.031179 | val_loss: 0.0311811 | Time: 2349.08 ms [2021-01-06 18:44:39 main:574] : INFO : Epoch 602 | loss: 0.0311744 | val_loss: 0.0311781 | Time: 2356.58 ms [2021-01-06 18:44:41 main:574] : INFO : Epoch 603 | loss: 0.0311742 | val_loss: 0.0311835 | Time: 2355.45 ms [2021-01-06 18:44:44 main:574] : INFO : Epoch 604 | loss: 0.0311752 | val_loss: 0.0311789 | Time: 2353.32 ms [2021-01-06 18:44:46 main:574] : INFO : Epoch 605 | loss: 0.031173 | val_loss: 0.0311831 | Time: 2365.08 ms [2021-01-06 18:44:49 main:574] : INFO : Epoch 606 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 2356.33 ms [2021-01-06 18:44:51 main:574] : INFO : Epoch 607 | loss: 0.0311728 | val_loss: 0.0311783 | Time: 2347.91 ms [2021-01-06 18:44:54 main:574] : INFO : Epoch 608 | loss: 0.0311721 | val_loss: 0.0311763 | Time: 2347.84 ms [2021-01-06 18:44:56 main:574] : INFO : Epoch 609 | loss: 0.0311711 | val_loss: 0.0311812 | Time: 2352.65 ms [2021-01-06 18:44:58 main:574] : INFO : Epoch 610 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 2358.45 ms [2021-01-06 18:45:01 main:574] : INFO : Epoch 611 | loss: 0.0311714 | val_loss: 0.0311782 | Time: 2344.48 ms [2021-01-06 18:45:03 main:574] : INFO : Epoch 612 | loss: 0.0311718 | val_loss: 0.0311799 | Time: 2357.06 ms [2021-01-06 18:45:05 main:574] : INFO : Epoch 613 | loss: 0.0311717 | val_loss: 0.0311835 | Time: 2379.02 ms [2021-01-06 18:45:08 main:574] : INFO : Epoch 614 | loss: 0.0311735 | val_loss: 0.0311796 | Time: 2350.6 ms [2021-01-06 18:45:10 main:574] : INFO : Epoch 615 | loss: 0.0311708 | val_loss: 0.0311769 | Time: 2364.47 ms [2021-01-06 18:45:13 main:574] : INFO : Epoch 616 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 2367.76 ms [2021-01-06 18:45:15 main:574] : INFO : Epoch 617 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 2367.8 ms [2021-01-06 18:45:17 main:574] : INFO : Epoch 618 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 2386 ms [2021-01-06 18:45:20 main:574] : INFO : Epoch 619 | loss: 0.0311703 | val_loss: 0.0311821 | Time: 2364.71 ms [2021-01-06 18:45:22 main:574] : INFO : Epoch 620 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2351.54 ms [2021-01-06 18:45:24 main:574] : INFO : Epoch 621 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 2358.36 ms [2021-01-06 18:45:27 main:574] : INFO : Epoch 622 | loss: 0.031173 | val_loss: 0.0311792 | Time: 2355.26 ms [2021-01-06 18:45:29 main:574] : INFO : Epoch 623 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 2356.69 ms [2021-01-06 18:45:32 main:574] : INFO : Epoch 624 | loss: 0.0311774 | val_loss: 0.0311805 | Time: 2358.58 ms [2021-01-06 18:45:34 main:574] : INFO : Epoch 625 | loss: 0.0311742 | val_loss: 0.0311802 | Time: 2343.61 ms [2021-01-06 18:45:36 main:574] : INFO : Epoch 626 | loss: 0.0311738 | val_loss: 0.0311768 | Time: 2342.49 ms [2021-01-06 18:45:39 main:574] : INFO : Epoch 627 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 2351.43 ms [2021-01-06 18:45:41 main:574] : INFO : Epoch 628 | loss: 0.0311734 | val_loss: 0.0311793 | Time: 2356.84 ms [2021-01-06 18:45:43 main:574] : INFO : Epoch 629 | loss: 0.0311744 | val_loss: 0.0311812 | Time: 2355.26 ms [2021-01-06 18:45:46 main:574] : INFO : Epoch 630 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 2375.6 ms [2021-01-06 18:45:48 main:574] : INFO : Epoch 631 | loss: 0.031174 | val_loss: 0.0311829 | Time: 2354.23 ms [2021-01-06 18:45:50 main:574] : INFO : Epoch 632 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 2360.46 ms [2021-01-06 18:45:53 main:574] : INFO : Epoch 633 | loss: 0.0311726 | val_loss: 0.0311812 | Time: 2349.47 ms [2021-01-06 18:45:55 main:574] : INFO : Epoch 634 | loss: 0.0311724 | val_loss: 0.0311808 | Time: 2368.94 ms [2021-01-06 18:45:58 main:574] : INFO : Epoch 635 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 2354.44 ms [2021-01-06 18:46:00 main:574] : INFO : Epoch 636 | loss: 0.0311699 | val_loss: 0.0311784 | Time: 2386.93 ms [2021-01-06 18:46:02 main:574] : INFO : Epoch 637 | loss: 0.031171 | val_loss: 0.0311827 | Time: 2353.61 ms [2021-01-06 18:46:05 main:574] : INFO : Epoch 638 | loss: 0.0311743 | val_loss: 0.0311834 | Time: 2367.15 ms [2021-01-06 18:46:07 main:574] : INFO : Epoch 639 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 2353.03 ms [2021-01-06 18:46:09 main:574] : INFO : Epoch 640 | loss: 0.031173 | val_loss: 0.0311812 | Time: 2346.87 ms [2021-01-06 18:46:12 main:574] : INFO : Epoch 641 | loss: 0.0311712 | val_loss: 0.03118 | Time: 2349.76 ms [2021-01-06 18:46:14 main:574] : INFO : Epoch 642 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 2344 ms [2021-01-06 18:46:17 main:574] : INFO : Epoch 643 | loss: 0.0311674 | val_loss: 0.0311814 | Time: 2349.21 ms [2021-01-06 18:46:19 main:574] : INFO : Epoch 644 | loss: 0.0311697 | val_loss: 0.0311804 | Time: 2361.82 ms [2021-01-06 18:46:21 main:574] : INFO : Epoch 645 | loss: 0.0311711 | val_loss: 0.0311862 | Time: 2336.61 ms [2021-01-06 18:46:24 main:574] : INFO : Epoch 646 | loss: 0.031174 | val_loss: 0.0311824 | Time: 2331.98 ms [2021-01-06 18:46:26 main:574] : INFO : Epoch 647 | loss: 0.0311756 | val_loss: 0.0311797 | Time: 2350.24 ms [2021-01-06 18:46:28 main:574] : INFO : Epoch 648 | loss: 0.0311756 | val_loss: 0.0311831 | Time: 2339.27 ms [2021-01-06 18:46:31 main:574] : INFO : Epoch 649 | loss: 0.0311731 | val_loss: 0.0311782 | Time: 2316.47 ms [2021-01-06 18:46:33 main:574] : INFO : Epoch 650 | loss: 0.0311713 | val_loss: 0.0311779 | Time: 2348.79 ms [2021-01-06 18:46:35 main:574] : INFO : Epoch 651 | loss: 0.0311697 | val_loss: 0.0311807 | Time: 2332.87 ms [2021-01-06 18:46:38 main:574] : INFO : Epoch 652 | loss: 0.031188 | val_loss: 0.0311948 | Time: 2345.15 ms [2021-01-06 18:46:40 main:574] : INFO : Epoch 653 | loss: 0.0311945 | val_loss: 0.0311957 | Time: 2370.71 ms [2021-01-06 18:46:42 main:574] : INFO : Epoch 654 | loss: 0.0311921 | val_loss: 0.0311978 | Time: 2355.6 ms [2021-01-06 18:46:45 main:574] : INFO : Epoch 655 | loss: 0.0311909 | val_loss: 0.0311917 | Time: 2368.3 ms [2021-01-06 18:46:47 main:574] : INFO : Epoch 656 | loss: 0.03119 | val_loss: 0.0311934 | Time: 2351.98 ms [2021-01-06 18:46:50 main:574] : INFO : Epoch 657 | loss: 0.0311891 | val_loss: 0.0311923 | Time: 2346.16 ms [2021-01-06 18:46:52 main:574] : INFO : Epoch 658 | loss: 0.031188 | val_loss: 0.0311931 | Time: 2342.45 ms [2021-01-06 18:46:54 main:574] : INFO : Epoch 659 | loss: 0.031187 | val_loss: 0.0311932 | Time: 2358.48 ms [2021-01-06 18:46:57 main:574] : INFO : Epoch 660 | loss: 0.0311879 | val_loss: 0.0311915 | Time: 2333.48 ms [2021-01-06 18:46:59 main:574] : INFO : Epoch 661 | loss: 0.0311864 | val_loss: 0.0311905 | Time: 2315.63 ms [2021-01-06 18:47:01 main:574] : INFO : Epoch 662 | loss: 0.0311884 | val_loss: 0.0311889 | Time: 2276.41 ms [2021-01-06 18:47:04 main:574] : INFO : Epoch 663 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 2282.14 ms [2021-01-06 18:47:06 main:574] : INFO : Epoch 664 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 2311 ms [2021-01-06 18:47:08 main:574] : INFO : Epoch 665 | loss: 0.0311883 | val_loss: 0.0311888 | Time: 2295.93 ms [2021-01-06 18:47:11 main:574] : INFO : Epoch 666 | loss: 0.0311913 | val_loss: 0.031193 | Time: 2303.52 ms [2021-01-06 18:47:13 main:574] : INFO : Epoch 667 | loss: 0.031189 | val_loss: 0.0311895 | Time: 2304.04 ms [2021-01-06 18:47:15 main:574] : INFO : Epoch 668 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2302.52 ms [2021-01-06 18:47:17 main:574] : INFO : Epoch 669 | loss: 0.0311866 | val_loss: 0.0311922 | Time: 2302.47 ms [2021-01-06 18:47:20 main:574] : INFO : Epoch 670 | loss: 0.031189 | val_loss: 0.0311927 | Time: 2301.38 ms [2021-01-06 18:47:22 main:574] : INFO : Epoch 671 | loss: 0.0311861 | val_loss: 0.031188 | Time: 2310.96 ms [2021-01-06 18:47:24 main:574] : INFO : Epoch 672 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 2290.84 ms [2021-01-06 18:47:27 main:574] : INFO : Epoch 673 | loss: 0.0311848 | val_loss: 0.0311879 | Time: 2311.67 ms [2021-01-06 18:47:29 main:574] : INFO : Epoch 674 | loss: 0.0311842 | val_loss: 0.0311871 | Time: 2299.94 ms [2021-01-06 18:47:31 main:574] : INFO : Epoch 675 | loss: 0.0311848 | val_loss: 0.0311901 | Time: 2300.21 ms [2021-01-06 18:47:34 main:574] : INFO : Epoch 676 | loss: 0.031185 | val_loss: 0.0311897 | Time: 2305.03 ms [2021-01-06 18:47:36 main:574] : INFO : Epoch 677 | loss: 0.0311848 | val_loss: 0.0311858 | Time: 2309.54 ms [2021-01-06 18:47:38 main:574] : INFO : Epoch 678 | loss: 0.031184 | val_loss: 0.0311867 | Time: 2308.15 ms [2021-01-06 18:47:41 main:574] : INFO : Epoch 679 | loss: 0.0311833 | val_loss: 0.0311877 | Time: 2301.06 ms [2021-01-06 18:47:43 main:574] : INFO : Epoch 680 | loss: 0.0311839 | val_loss: 0.0311914 | Time: 2312.35 ms [2021-01-06 18:47:45 main:574] : INFO : Epoch 681 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 2307.14 ms [2021-01-06 18:47:48 main:574] : INFO : Epoch 682 | loss: 0.0311847 | val_loss: 0.0311877 | Time: 2296 ms [2021-01-06 18:47:50 main:574] : INFO : Epoch 683 | loss: 0.0311837 | val_loss: 0.0311916 | Time: 2306.06 ms [2021-01-06 18:47:52 main:574] : INFO : Epoch 684 | loss: 0.0311862 | val_loss: 0.0311868 | Time: 2294.36 ms [2021-01-06 18:47:55 main:574] : INFO : Epoch 685 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 2304.42 ms [2021-01-06 18:47:57 main:574] : INFO : Epoch 686 | loss: 0.0311833 | val_loss: 0.0311861 | Time: 2296.19 ms [2021-01-06 18:47:59 main:574] : INFO : Epoch 687 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 2278.5 ms [2021-01-06 18:48:01 main:574] : INFO : Epoch 688 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 2279.63 ms [2021-01-06 18:48:04 main:574] : INFO : Epoch 689 | loss: 0.0311827 | val_loss: 0.0311881 | Time: 2308.22 ms [2021-01-06 18:48:06 main:574] : INFO : Epoch 690 | loss: 0.0311824 | val_loss: 0.031187 | Time: 2295.96 ms [2021-01-06 18:48:08 main:574] : INFO : Epoch 691 | loss: 0.0311831 | val_loss: 0.0311886 | Time: 2290.72 ms [2021-01-06 18:48:11 main:574] : INFO : Epoch 692 | loss: 0.0311818 | val_loss: 0.0311862 | Time: 2291.84 ms [2021-01-06 18:48:13 main:574] : INFO : Epoch 693 | loss: 0.031181 | val_loss: 0.0311869 | Time: 2278.16 ms [2021-01-06 18:48:15 main:574] : INFO : Epoch 694 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 2287.09 ms [2021-01-06 18:48:18 main:574] : INFO : Epoch 695 | loss: 0.0311849 | val_loss: 0.0311865 | Time: 2299.94 ms [2021-01-06 18:48:20 main:574] : INFO : Epoch 696 | loss: 0.0311827 | val_loss: 0.0311868 | Time: 2285.42 ms [2021-01-06 18:48:22 main:574] : INFO : Epoch 697 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 2301.04 ms [2021-01-06 18:48:25 main:574] : INFO : Epoch 698 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 2309.32 ms [2021-01-06 18:48:27 main:574] : INFO : Epoch 699 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 2310.19 ms [2021-01-06 18:48:29 main:574] : INFO : Epoch 700 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 2293.98 ms [2021-01-06 18:48:32 main:574] : INFO : Epoch 701 | loss: 0.0311802 | val_loss: 0.0311887 | Time: 2303.21 ms [2021-01-06 18:48:34 main:574] : INFO : Epoch 702 | loss: 0.0311813 | val_loss: 0.0311947 | Time: 2298.24 ms [2021-01-06 18:48:36 main:574] : INFO : Epoch 703 | loss: 0.031187 | val_loss: 0.0311902 | Time: 2298.11 ms [2021-01-06 18:48:38 main:574] : INFO : Epoch 704 | loss: 0.0311834 | val_loss: 0.0311889 | Time: 2289 ms [2021-01-06 18:48:41 main:574] : INFO : Epoch 705 | loss: 0.031182 | val_loss: 0.0311933 | Time: 2305.65 ms [2021-01-06 18:48:43 main:574] : INFO : Epoch 706 | loss: 0.031184 | val_loss: 0.0311869 | Time: 2295.09 ms [2021-01-06 18:48:45 main:574] : INFO : Epoch 707 | loss: 0.031181 | val_loss: 0.0311853 | Time: 2287.38 ms [2021-01-06 18:48:48 main:574] : INFO : Epoch 708 | loss: 0.0311798 | val_loss: 0.0311872 | Time: 2285.4 ms [2021-01-06 18:48:50 main:574] : INFO : Epoch 709 | loss: 0.031181 | val_loss: 0.0311909 | Time: 2270.55 ms [2021-01-06 18:48:52 main:574] : INFO : Epoch 710 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 2259.94 ms [2021-01-06 18:48:54 main:574] : INFO : Epoch 711 | loss: 0.03118 | val_loss: 0.0311873 | Time: 2271.69 ms [2021-01-06 18:48:57 main:574] : INFO : Epoch 712 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 2250.29 ms [2021-01-06 18:48:59 main:574] : INFO : Epoch 713 | loss: 0.0311822 | val_loss: 0.0311854 | Time: 2256.38 ms [2021-01-06 18:49:01 main:574] : INFO : Epoch 714 | loss: 0.0311794 | val_loss: 0.0311878 | Time: 2261.24 ms [2021-01-06 18:49:04 main:574] : INFO : Epoch 715 | loss: 0.0311791 | val_loss: 0.0311878 | Time: 2265.51 ms [2021-01-06 18:49:06 main:574] : INFO : Epoch 716 | loss: 0.0311796 | val_loss: 0.03119 | Time: 2251.72 ms [2021-01-06 18:49:08 main:574] : INFO : Epoch 717 | loss: 0.0311823 | val_loss: 0.0311912 | Time: 2261.63 ms [2021-01-06 18:49:10 main:574] : INFO : Epoch 718 | loss: 0.0311816 | val_loss: 0.0311868 | Time: 2262 ms [2021-01-06 18:49:13 main:574] : INFO : Epoch 719 | loss: 0.0311809 | val_loss: 0.0311856 | Time: 2268 ms [2021-01-06 18:49:15 main:574] : INFO : Epoch 720 | loss: 0.0311832 | val_loss: 0.0311905 | Time: 2289.65 ms [2021-01-06 18:49:17 main:574] : INFO : Epoch 721 | loss: 0.0311834 | val_loss: 0.0311848 | Time: 2285.12 ms [2021-01-06 18:49:20 main:574] : INFO : Epoch 722 | loss: 0.0311811 | val_loss: 0.0311862 | Time: 2270.04 ms [2021-01-06 18:49:22 main:574] : INFO : Epoch 723 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 2268.19 ms [2021-01-06 18:49:24 main:574] : INFO : Epoch 724 | loss: 0.0311842 | val_loss: 0.0311868 | Time: 2302.99 ms [2021-01-06 18:49:26 main:574] : INFO : Epoch 725 | loss: 0.0311859 | val_loss: 0.0311902 | Time: 2282.01 ms [2021-01-06 18:49:29 main:574] : INFO : Epoch 726 | loss: 0.0311861 | val_loss: 0.0311952 | Time: 2260.1 ms [2021-01-06 18:49:31 main:574] : INFO : Epoch 727 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 2271.42 ms [2021-01-06 18:49:33 main:574] : INFO : Epoch 728 | loss: 0.0311835 | val_loss: 0.0311852 | Time: 2282.84 ms [2021-01-06 18:49:36 main:574] : INFO : Epoch 729 | loss: 0.0311833 | val_loss: 0.0311851 | Time: 2313.53 ms [2021-01-06 18:49:38 main:574] : INFO : Epoch 730 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 2306.65 ms [2021-01-06 18:49:40 main:574] : INFO : Epoch 731 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2293.34 ms [2021-01-06 18:49:43 main:574] : INFO : Epoch 732 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 2281.36 ms [2021-01-06 18:49:45 main:574] : INFO : Epoch 733 | loss: 0.0311835 | val_loss: 0.0311815 | Time: 2299.68 ms [2021-01-06 18:49:47 main:574] : INFO : Epoch 734 | loss: 0.0311818 | val_loss: 0.0311841 | Time: 2303.2 ms [2021-01-06 18:49:49 main:574] : INFO : Epoch 735 | loss: 0.0311803 | val_loss: 0.0311839 | Time: 2305.02 ms [2021-01-06 18:49:52 main:574] : INFO : Epoch 736 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 2304.88 ms [2021-01-06 18:49:54 main:574] : INFO : Epoch 737 | loss: 0.0311908 | val_loss: 0.0311868 | Time: 2293.74 ms [2021-01-06 18:49:56 main:574] : INFO : Epoch 738 | loss: 0.0311875 | val_loss: 0.0311847 | Time: 2303.68 ms [2021-01-06 18:49:59 main:574] : INFO : Epoch 739 | loss: 0.0311823 | val_loss: 0.0311867 | Time: 2311.12 ms [2021-01-06 18:50:01 main:574] : INFO : Epoch 740 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 2301.72 ms [2021-01-06 18:50:03 main:574] : INFO : Epoch 741 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 2304.32 ms [2021-01-06 18:50:06 main:574] : INFO : Epoch 742 | loss: 0.0311801 | val_loss: 0.0311828 | Time: 2303.59 ms [2021-01-06 18:50:08 main:574] : INFO : Epoch 743 | loss: 0.03118 | val_loss: 0.031182 | Time: 2310.7 ms [2021-01-06 18:50:10 main:574] : INFO : Epoch 744 | loss: 0.0311794 | val_loss: 0.0311845 | Time: 2294.38 ms [2021-01-06 18:50:13 main:574] : INFO : Epoch 745 | loss: 0.031181 | val_loss: 0.0311857 | Time: 2313.23 ms [2021-01-06 18:50:15 main:574] : INFO : Epoch 746 | loss: 0.0311835 | val_loss: 0.0311834 | Time: 2297.14 ms [2021-01-06 18:50:17 main:574] : INFO : Epoch 747 | loss: 0.0311797 | val_loss: 0.0311849 | Time: 2311.16 ms [2021-01-06 18:50:20 main:574] : INFO : Epoch 748 | loss: 0.0311788 | val_loss: 0.0311857 | Time: 2309.61 ms [2021-01-06 18:50:22 main:574] : INFO : Epoch 749 | loss: 0.0311816 | val_loss: 0.0311827 | Time: 2301.12 ms [2021-01-06 18:50:24 main:574] : INFO : Epoch 750 | loss: 0.031182 | val_loss: 0.0311882 | Time: 2301.95 ms [2021-01-06 18:50:27 main:574] : INFO : Epoch 751 | loss: 0.0311806 | val_loss: 0.0311856 | Time: 2313.19 ms [2021-01-06 18:50:29 main:574] : INFO : Epoch 752 | loss: 0.031178 | val_loss: 0.0311827 | Time: 2281.45 ms [2021-01-06 18:50:31 main:574] : INFO : Epoch 753 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 2275.33 ms [2021-01-06 18:50:33 main:574] : INFO : Epoch 754 | loss: 0.0311773 | val_loss: 0.0311818 | Time: 2299.81 ms [2021-01-06 18:50:36 main:574] : INFO : Epoch 755 | loss: 0.0311776 | val_loss: 0.0311839 | Time: 2305.56 ms [2021-01-06 18:50:38 main:574] : INFO : Epoch 756 | loss: 0.0311798 | val_loss: 0.0311873 | Time: 2315.26 ms [2021-01-06 18:50:40 main:574] : INFO : Epoch 757 | loss: 0.0311775 | val_loss: 0.0311846 | Time: 2303.78 ms [2021-01-06 18:50:43 main:574] : INFO : Epoch 758 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 2288.85 ms [2021-01-06 18:50:45 main:574] : INFO : Epoch 759 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 2289.97 ms [2021-01-06 18:50:47 main:574] : INFO : Epoch 760 | loss: 0.031181 | val_loss: 0.0311894 | Time: 2301.55 ms [2021-01-06 18:50:50 main:574] : INFO : Epoch 761 | loss: 0.0311778 | val_loss: 0.031183 | Time: 2280.25 ms [2021-01-06 18:50:52 main:574] : INFO : Epoch 762 | loss: 0.031176 | val_loss: 0.0311817 | Time: 2277.14 ms [2021-01-06 18:50:54 main:574] : INFO : Epoch 763 | loss: 0.0311771 | val_loss: 0.0311807 | Time: 2263.53 ms [2021-01-06 18:50:56 main:574] : INFO : Epoch 764 | loss: 0.0311823 | val_loss: 0.031182 | Time: 2253.66 ms [2021-01-06 18:50:59 main:574] : INFO : Epoch 765 | loss: 0.0311791 | val_loss: 0.0311846 | Time: 2261.82 ms [2021-01-06 18:51:01 main:574] : INFO : Epoch 766 | loss: 0.0311782 | val_loss: 0.031181 | Time: 2293.87 ms [2021-01-06 18:51:03 main:574] : INFO : Epoch 767 | loss: 0.0311781 | val_loss: 0.0311883 | Time: 2294.58 ms [2021-01-06 18:51:06 main:574] : INFO : Epoch 768 | loss: 0.03118 | val_loss: 0.0311806 | Time: 2276.56 ms [2021-01-06 18:51:08 main:574] : INFO : Epoch 769 | loss: 0.0311782 | val_loss: 0.0311815 | Time: 2287.21 ms [2021-01-06 18:51:10 main:574] : INFO : Epoch 770 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 2288.32 ms [2021-01-06 18:51:13 main:574] : INFO : Epoch 771 | loss: 0.0311792 | val_loss: 0.0311915 | Time: 2285.81 ms [2021-01-06 18:51:15 main:574] : INFO : Epoch 772 | loss: 0.0311797 | val_loss: 0.0311863 | Time: 2285.52 ms [2021-01-06 18:51:17 main:574] : INFO : Epoch 773 | loss: 0.0311785 | val_loss: 0.0311824 | Time: 2285.36 ms [2021-01-06 18:51:19 main:574] : INFO : Epoch 774 | loss: 0.0311773 | val_loss: 0.0311817 | Time: 2287.06 ms [2021-01-06 18:51:22 main:574] : INFO : Epoch 775 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 2268.22 ms [2021-01-06 18:51:24 main:574] : INFO : Epoch 776 | loss: 0.0311776 | val_loss: 0.0311825 | Time: 2294.13 ms [2021-01-06 18:51:26 main:574] : INFO : Epoch 777 | loss: 0.031179 | val_loss: 0.0311803 | Time: 2292.52 ms [2021-01-06 18:51:29 main:574] : INFO : Epoch 778 | loss: 0.0311777 | val_loss: 0.0311848 | Time: 2295.7 ms [2021-01-06 18:51:31 main:574] : INFO : Epoch 779 | loss: 0.0311788 | val_loss: 0.0311825 | Time: 2314.72 ms [2021-01-06 18:51:33 main:574] : INFO : Epoch 780 | loss: 0.0311776 | val_loss: 0.0311821 | Time: 2295.28 ms [2021-01-06 18:51:36 main:574] : INFO : Epoch 781 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 2299.66 ms [2021-01-06 18:51:38 main:574] : INFO : Epoch 782 | loss: 0.03118 | val_loss: 0.0311845 | Time: 2293.2 ms [2021-01-06 18:51:40 main:574] : INFO : Epoch 783 | loss: 0.0311809 | val_loss: 0.0311837 | Time: 2298.39 ms [2021-01-06 18:51:43 main:574] : INFO : Epoch 784 | loss: 0.0311758 | val_loss: 0.031182 | Time: 2290.02 ms [2021-01-06 18:51:45 main:574] : INFO : Epoch 785 | loss: 0.0311755 | val_loss: 0.0311834 | Time: 2289.44 ms [2021-01-06 18:51:47 main:574] : INFO : Epoch 786 | loss: 0.0311766 | val_loss: 0.0311852 | Time: 2291.37 ms [2021-01-06 18:51:49 main:574] : INFO : Epoch 787 | loss: 0.0311751 | val_loss: 0.031182 | Time: 2280.84 ms [2021-01-06 18:51:52 main:574] : INFO : Epoch 788 | loss: 0.0311747 | val_loss: 0.0311837 | Time: 2302.6 ms [2021-01-06 18:51:54 main:574] : INFO : Epoch 789 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 2295.21 ms [2021-01-06 18:51:56 main:574] : INFO : Epoch 790 | loss: 0.031175 | val_loss: 0.0311854 | Time: 2290.99 ms [2021-01-06 18:51:59 main:574] : INFO : Epoch 791 | loss: 0.0311756 | val_loss: 0.0311844 | Time: 2270.4 ms [2021-01-06 18:52:01 main:574] : INFO : Epoch 792 | loss: 0.0311741 | val_loss: 0.0311834 | Time: 2294.07 ms [2021-01-06 18:52:03 main:574] : INFO : Epoch 793 | loss: 0.0311783 | val_loss: 0.0311902 | Time: 2293.65 ms [2021-01-06 18:52:06 main:574] : INFO : Epoch 794 | loss: 0.0311763 | val_loss: 0.0311896 | Time: 2297.47 ms [2021-01-06 18:52:08 main:574] : INFO : Epoch 795 | loss: 0.0311743 | val_loss: 0.0311843 | Time: 2290.81 ms [2021-01-06 18:52:10 main:574] : INFO : Epoch 796 | loss: 0.0311756 | val_loss: 0.0311864 | Time: 2273.72 ms [2021-01-06 18:52:12 main:574] : INFO : Epoch 797 | loss: 0.031176 | val_loss: 0.0311845 | Time: 2278.43 ms [2021-01-06 18:52:15 main:574] : INFO : Epoch 798 | loss: 0.0311748 | val_loss: 0.031185 | Time: 2280.16 ms [2021-01-06 18:52:17 main:574] : INFO : Epoch 799 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 2313.76 ms [2021-01-06 18:52:19 main:574] : INFO : Epoch 800 | loss: 0.0311799 | val_loss: 0.0311855 | Time: 2282.28 ms [2021-01-06 18:52:22 main:574] : INFO : Epoch 801 | loss: 0.0311781 | val_loss: 0.031181 | Time: 2283.74 ms [2021-01-06 18:52:24 main:574] : INFO : Epoch 802 | loss: 0.0311766 | val_loss: 0.0311817 | Time: 2293.85 ms [2021-01-06 18:52:26 main:574] : INFO : Epoch 803 | loss: 0.0311769 | val_loss: 0.0311914 | Time: 2281.06 ms [2021-01-06 18:52:29 main:574] : INFO : Epoch 804 | loss: 0.031178 | val_loss: 0.0311844 | Time: 2288.78 ms [2021-01-06 18:52:31 main:574] : INFO : Epoch 805 | loss: 0.031179 | val_loss: 0.031194 | Time: 2286.93 ms [2021-01-06 18:52:33 main:574] : INFO : Epoch 806 | loss: 0.03118 | val_loss: 0.0311834 | Time: 2301.88 ms [2021-01-06 18:52:36 main:574] : INFO : Epoch 807 | loss: 0.0311793 | val_loss: 0.0311851 | Time: 2295.59 ms [2021-01-06 18:52:38 main:574] : INFO : Epoch 808 | loss: 0.0311762 | val_loss: 0.0311838 | Time: 2286.76 ms [2021-01-06 18:52:40 main:574] : INFO : Epoch 809 | loss: 0.0311794 | val_loss: 0.0311894 | Time: 2288.09 ms [2021-01-06 18:52:42 main:574] : INFO : Epoch 810 | loss: 0.0311791 | val_loss: 0.031184 | Time: 2304.24 ms [2021-01-06 18:52:45 main:574] : INFO : Epoch 811 | loss: 0.0311847 | val_loss: 0.0311877 | Time: 2319.14 ms [2021-01-06 18:52:47 main:574] : INFO : Epoch 812 | loss: 0.0311821 | val_loss: 0.0311851 | Time: 2297.95 ms [2021-01-06 18:52:49 main:574] : INFO : Epoch 813 | loss: 0.0311803 | val_loss: 0.0311831 | Time: 2267.45 ms [2021-01-06 18:52:52 main:574] : INFO : Epoch 814 | loss: 0.0311842 | val_loss: 0.0311894 | Time: 2243.1 ms [2021-01-06 18:52:54 main:574] : INFO : Epoch 815 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2252.01 ms [2021-01-06 18:52:56 main:574] : INFO : Epoch 816 | loss: 0.031178 | val_loss: 0.0311782 | Time: 2216.2 ms [2021-01-06 18:52:58 main:574] : INFO : Epoch 817 | loss: 0.0311817 | val_loss: 0.0311871 | Time: 2202.64 ms [2021-01-06 18:53:01 main:574] : INFO : Epoch 818 | loss: 0.0311796 | val_loss: 0.0311838 | Time: 2194.39 ms [2021-01-06 18:53:03 main:574] : INFO : Epoch 819 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 2218.11 ms [2021-01-06 18:53:05 main:574] : INFO : Epoch 820 | loss: 0.0311775 | val_loss: 0.0311821 | Time: 2250.63 ms [2021-01-06 18:53:07 main:574] : INFO : Epoch 821 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 2207.71 ms [2021-01-06 18:53:09 main:574] : INFO : Epoch 822 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 2219.28 ms [2021-01-06 18:53:12 main:574] : INFO : Epoch 823 | loss: 0.0311755 | val_loss: 0.0311841 | Time: 2215.52 ms [2021-01-06 18:53:14 main:574] : INFO : Epoch 824 | loss: 0.0311781 | val_loss: 0.0311831 | Time: 2203.9 ms [2021-01-06 18:53:16 main:574] : INFO : Epoch 825 | loss: 0.031175 | val_loss: 0.0311795 | Time: 2213.12 ms [2021-01-06 18:53:18 main:574] : INFO : Epoch 826 | loss: 0.0311753 | val_loss: 0.0311791 | Time: 2236.97 ms [2021-01-06 18:53:21 main:574] : INFO : Epoch 827 | loss: 0.0311744 | val_loss: 0.0311802 | Time: 2258.77 ms [2021-01-06 18:53:23 main:574] : INFO : Epoch 828 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 2263.8 ms [2021-01-06 18:53:25 main:574] : INFO : Epoch 829 | loss: 0.0311739 | val_loss: 0.0311813 | Time: 2266.51 ms [2021-01-06 18:53:27 main:574] : INFO : Epoch 830 | loss: 0.031174 | val_loss: 0.0311803 | Time: 2261.02 ms [2021-01-06 18:53:30 main:574] : INFO : Epoch 831 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 2259.44 ms [2021-01-06 18:53:32 main:574] : INFO : Epoch 832 | loss: 0.0311734 | val_loss: 0.0311828 | Time: 2281.85 ms [2021-01-06 18:53:34 main:574] : INFO : Epoch 833 | loss: 0.0311787 | val_loss: 0.0311811 | Time: 2299.21 ms [2021-01-06 18:53:37 main:574] : INFO : Epoch 834 | loss: 0.0311785 | val_loss: 0.0311793 | Time: 2276.81 ms [2021-01-06 18:53:39 main:574] : INFO : Epoch 835 | loss: 0.0311782 | val_loss: 0.0311793 | Time: 2291.72 ms [2021-01-06 18:53:41 main:574] : INFO : Epoch 836 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 2292.32 ms [2021-01-06 18:53:44 main:574] : INFO : Epoch 837 | loss: 0.0311761 | val_loss: 0.0311805 | Time: 2287.69 ms [2021-01-06 18:53:46 main:574] : INFO : Epoch 838 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 2292.31 ms [2021-01-06 18:53:48 main:574] : INFO : Epoch 839 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 2295.29 ms [2021-01-06 18:53:50 main:574] : INFO : Epoch 840 | loss: 0.0311766 | val_loss: 0.0311806 | Time: 2288.98 ms [2021-01-06 18:53:53 main:574] : INFO : Epoch 841 | loss: 0.0311755 | val_loss: 0.0311838 | Time: 2294.76 ms [2021-01-06 18:53:55 main:574] : INFO : Epoch 842 | loss: 0.031176 | val_loss: 0.0311814 | Time: 2285.23 ms [2021-01-06 18:53:57 main:574] : INFO : Epoch 843 | loss: 0.0311764 | val_loss: 0.031179 | Time: 2279.15 ms [2021-01-06 18:54:00 main:574] : INFO : Epoch 844 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 2297.75 ms [2021-01-06 18:54:02 main:574] : INFO : Epoch 845 | loss: 0.0311753 | val_loss: 0.0311803 | Time: 2288.8 ms [2021-01-06 18:54:04 main:574] : INFO : Epoch 846 | loss: 0.0311749 | val_loss: 0.031179 | Time: 2292.63 ms [2021-01-06 18:54:07 main:574] : INFO : Epoch 847 | loss: 0.0311751 | val_loss: 0.0311797 | Time: 2291.06 ms [2021-01-06 18:54:09 main:574] : INFO : Epoch 848 | loss: 0.0311751 | val_loss: 0.0311791 | Time: 2294.09 ms [2021-01-06 18:54:11 main:574] : INFO : Epoch 849 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 2295.34 ms [2021-01-06 18:54:13 main:574] : INFO : Epoch 850 | loss: 0.031175 | val_loss: 0.0311802 | Time: 2252.24 ms [2021-01-06 18:54:16 main:574] : INFO : Epoch 851 | loss: 0.0311749 | val_loss: 0.0311779 | Time: 2218.96 ms [2021-01-06 18:54:18 main:574] : INFO : Epoch 852 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 2226.54 ms [2021-01-06 18:54:20 main:574] : INFO : Epoch 853 | loss: 0.0311736 | val_loss: 0.0311835 | Time: 2220.22 ms [2021-01-06 18:54:22 main:574] : INFO : Epoch 854 | loss: 0.0311747 | val_loss: 0.0311813 | Time: 2207.58 ms [2021-01-06 18:54:25 main:574] : INFO : Epoch 855 | loss: 0.0311745 | val_loss: 0.031181 | Time: 2210.88 ms [2021-01-06 18:54:27 main:574] : INFO : Epoch 856 | loss: 0.0311732 | val_loss: 0.0311794 | Time: 2184.83 ms [2021-01-06 18:54:29 main:574] : INFO : Epoch 857 | loss: 0.0311758 | val_loss: 0.0311805 | Time: 2177.7 ms [2021-01-06 18:54:31 main:574] : INFO : Epoch 858 | loss: 0.0311887 | val_loss: 0.0313373 | Time: 2199.23 ms [2021-01-06 18:54:33 main:574] : INFO : Epoch 859 | loss: 0.0342437 | val_loss: 0.0489965 | Time: 2195.54 ms [2021-01-06 18:54:36 main:574] : INFO : Epoch 860 | loss: 0.0415624 | val_loss: 0.0327045 | Time: 2218.64 ms [2021-01-06 18:54:38 main:574] : INFO : Epoch 861 | loss: 0.0320502 | val_loss: 0.0316413 | Time: 2200.56 ms [2021-01-06 18:54:40 main:574] : INFO : Epoch 862 | loss: 0.0313999 | val_loss: 0.0312677 | Time: 2216.27 ms [2021-01-06 18:54:42 main:574] : INFO : Epoch 863 | loss: 0.0312508 | val_loss: 0.0312322 | Time: 2203.69 ms [2021-01-06 18:54:45 main:574] : INFO : Epoch 864 | loss: 0.0312221 | val_loss: 0.0312152 | Time: 2209.34 ms [2021-01-06 18:54:47 main:574] : INFO : Epoch 865 | loss: 0.0312114 | val_loss: 0.0312084 | Time: 2215.06 ms [2021-01-06 18:54:49 main:574] : INFO : Epoch 866 | loss: 0.0312059 | val_loss: 0.0312048 | Time: 2234.75 ms [2021-01-06 18:54:51 main:574] : INFO : Epoch 867 | loss: 0.0312032 | val_loss: 0.0312034 | Time: 2253.06 ms [2021-01-06 18:54:54 main:574] : INFO : Epoch 868 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 2242.13 ms [2021-01-06 18:54:56 main:574] : INFO : Epoch 869 | loss: 0.0311978 | val_loss: 0.031199 | Time: 2226.31 ms [2021-01-06 18:54:58 main:574] : INFO : Epoch 870 | loss: 0.0311964 | val_loss: 0.0311976 | Time: 2202.56 ms [2021-01-06 18:55:00 main:574] : INFO : Epoch 871 | loss: 0.0311949 | val_loss: 0.0311969 | Time: 2199.09 ms [2021-01-06 18:55:03 main:574] : INFO : Epoch 872 | loss: 0.0311952 | val_loss: 0.0311973 | Time: 2236.6 ms [2021-01-06 18:55:05 main:574] : INFO : Epoch 873 | loss: 0.0311944 | val_loss: 0.0311962 | Time: 2220.36 ms [2021-01-06 18:55:07 main:574] : INFO : Epoch 874 | loss: 0.0311934 | val_loss: 0.0311954 | Time: 2232.19 ms [2021-01-06 18:55:09 main:574] : INFO : Epoch 875 | loss: 0.0311931 | val_loss: 0.0311952 | Time: 2252.61 ms [2021-01-06 18:55:12 main:574] : INFO : Epoch 876 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 2272.78 ms [2021-01-06 18:55:14 main:574] : INFO : Epoch 877 | loss: 0.0311927 | val_loss: 0.0311949 | Time: 2267.76 ms [2021-01-06 18:55:16 main:574] : INFO : Epoch 878 | loss: 0.0311925 | val_loss: 0.0311945 | Time: 2221.09 ms [2021-01-06 18:55:18 main:574] : INFO : Epoch 879 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 2232.8 ms [2021-01-06 18:55:21 main:574] : INFO : Epoch 880 | loss: 0.0311932 | val_loss: 0.0311965 | Time: 2205.55 ms [2021-01-06 18:55:23 main:574] : INFO : Epoch 881 | loss: 0.0311924 | val_loss: 0.0311942 | Time: 2194.34 ms [2021-01-06 18:55:25 main:574] : INFO : Epoch 882 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 2210.46 ms [2021-01-06 18:55:27 main:574] : INFO : Epoch 883 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 2165.36 ms [2021-01-06 18:55:29 main:574] : INFO : Epoch 884 | loss: 0.031191 | val_loss: 0.0311938 | Time: 2185.13 ms [2021-01-06 18:55:32 main:574] : INFO : Epoch 885 | loss: 0.0311909 | val_loss: 0.0311958 | Time: 2170.62 ms [2021-01-06 18:55:34 main:574] : INFO : Epoch 886 | loss: 0.0311914 | val_loss: 0.0311936 | Time: 2189.28 ms [2021-01-06 18:55:36 main:574] : INFO : Epoch 887 | loss: 0.0311919 | val_loss: 0.0311936 | Time: 2201.79 ms [2021-01-06 18:55:38 main:574] : INFO : Epoch 888 | loss: 0.0311909 | val_loss: 0.0311953 | Time: 2201.17 ms [2021-01-06 18:55:40 main:574] : INFO : Epoch 889 | loss: 0.0311909 | val_loss: 0.0311929 | Time: 2217.93 ms [2021-01-06 18:55:43 main:574] : INFO : Epoch 890 | loss: 0.0311904 | val_loss: 0.0311935 | Time: 2228.8 ms [2021-01-06 18:55:45 main:574] : INFO : Epoch 891 | loss: 0.0311911 | val_loss: 0.031192 | Time: 2206.63 ms [2021-01-06 18:55:47 main:574] : INFO : Epoch 892 | loss: 0.0311911 | val_loss: 0.0311923 | Time: 2197.93 ms [2021-01-06 18:55:49 main:574] : INFO : Epoch 893 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 2172.7 ms [2021-01-06 18:55:52 main:574] : INFO : Epoch 894 | loss: 0.0311892 | val_loss: 0.0311914 | Time: 2181.81 ms [2021-01-06 18:55:54 main:574] : INFO : Epoch 895 | loss: 0.031189 | val_loss: 0.031193 | Time: 2200.47 ms [2021-01-06 18:55:56 main:574] : INFO : Epoch 896 | loss: 0.0311893 | val_loss: 0.0311916 | Time: 2190.12 ms [2021-01-06 18:55:58 main:574] : INFO : Epoch 897 | loss: 0.0311894 | val_loss: 0.0311922 | Time: 2186.93 ms [2021-01-06 18:56:00 main:574] : INFO : Epoch 898 | loss: 0.0311885 | val_loss: 0.0311909 | Time: 2209.44 ms [2021-01-06 18:56:03 main:574] : INFO : Epoch 899 | loss: 0.0311884 | val_loss: 0.0311901 | Time: 2209.91 ms [2021-01-06 18:56:05 main:574] : INFO : Epoch 900 | loss: 0.0311878 | val_loss: 0.0311909 | Time: 2202.68 ms [2021-01-06 18:56:07 main:574] : INFO : Epoch 901 | loss: 0.031188 | val_loss: 0.0311914 | Time: 2183.43 ms [2021-01-06 18:56:09 main:574] : INFO : Epoch 902 | loss: 0.0311891 | val_loss: 0.0311918 | Time: 2192.97 ms [2021-01-06 18:56:11 main:574] : INFO : Epoch 903 | loss: 0.0311865 | val_loss: 0.0311887 | Time: 2191.05 ms [2021-01-06 18:56:14 main:574] : INFO : Epoch 904 | loss: 0.031186 | val_loss: 0.0311875 | Time: 2228.98 ms [2021-01-06 18:56:16 main:574] : INFO : Epoch 905 | loss: 0.0311873 | val_loss: 0.0311885 | Time: 2204.01 ms [2021-01-06 18:56:18 main:574] : INFO : Epoch 906 | loss: 0.0311874 | val_loss: 0.0311888 | Time: 2214.69 ms [2021-01-06 18:56:20 main:574] : INFO : Epoch 907 | loss: 0.0311877 | val_loss: 0.0311879 | Time: 2196.87 ms [2021-01-06 18:56:23 main:574] : INFO : Epoch 908 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 2186.86 ms [2021-01-06 18:56:25 main:574] : INFO : Epoch 909 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 2190.92 ms [2021-01-06 18:56:27 main:574] : INFO : Epoch 910 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 2196.18 ms [2021-01-06 18:56:29 main:574] : INFO : Epoch 911 | loss: 0.0311857 | val_loss: 0.0311877 | Time: 2205.51 ms [2021-01-06 18:56:31 main:574] : INFO : Epoch 912 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 2193.73 ms [2021-01-06 18:56:34 main:574] : INFO : Epoch 913 | loss: 0.0311853 | val_loss: 0.0311871 | Time: 2210.26 ms [2021-01-06 18:56:36 main:574] : INFO : Epoch 914 | loss: 0.0311846 | val_loss: 0.0311873 | Time: 2225.25 ms [2021-01-06 18:56:38 main:574] : INFO : Epoch 915 | loss: 0.0311848 | val_loss: 0.0311894 | Time: 2231.1 ms [2021-01-06 18:56:40 main:574] : INFO : Epoch 916 | loss: 0.0311844 | val_loss: 0.0311872 | Time: 2201.76 ms [2021-01-06 18:56:43 main:574] : INFO : Epoch 917 | loss: 0.0311838 | val_loss: 0.0311874 | Time: 2223.62 ms [2021-01-06 18:56:45 main:574] : INFO : Epoch 918 | loss: 0.0311833 | val_loss: 0.0311873 | Time: 2194.87 ms [2021-01-06 18:56:47 main:574] : INFO : Epoch 919 | loss: 0.0311831 | val_loss: 0.0311869 | Time: 2217.01 ms [2021-01-06 18:56:49 main:574] : INFO : Epoch 920 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 2205.47 ms [2021-01-06 18:56:51 main:574] : INFO : Epoch 921 | loss: 0.0311828 | val_loss: 0.0311883 | Time: 2220.45 ms [2021-01-06 18:56:54 main:574] : INFO : Epoch 922 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 2247.85 ms [2021-01-06 18:56:56 main:574] : INFO : Epoch 923 | loss: 0.0311834 | val_loss: 0.0311865 | Time: 2238.45 ms [2021-01-06 18:56:58 main:574] : INFO : Epoch 924 | loss: 0.0311824 | val_loss: 0.0311864 | Time: 2209.14 ms [2021-01-06 18:57:00 main:574] : INFO : Epoch 925 | loss: 0.031183 | val_loss: 0.0311872 | Time: 2224.97 ms [2021-01-06 18:57:03 main:574] : INFO : Epoch 926 | loss: 0.0311841 | val_loss: 0.0311874 | Time: 2263.79 ms [2021-01-06 18:57:05 main:574] : INFO : Epoch 927 | loss: 0.0311839 | val_loss: 0.031186 | Time: 2253.47 ms [2021-01-06 18:57:07 main:574] : INFO : Epoch 928 | loss: 0.0311831 | val_loss: 0.0311868 | Time: 2266.37 ms [2021-01-06 18:57:09 main:574] : INFO : Epoch 929 | loss: 0.0311829 | val_loss: 0.0311862 | Time: 2241.63 ms [2021-01-06 18:57:12 main:574] : INFO : Epoch 930 | loss: 0.0311827 | val_loss: 0.0311869 | Time: 2251.14 ms [2021-01-06 18:57:14 main:574] : INFO : Epoch 931 | loss: 0.0311821 | val_loss: 0.031186 | Time: 2257.59 ms [2021-01-06 18:57:16 main:574] : INFO : Epoch 932 | loss: 0.0311817 | val_loss: 0.0311868 | Time: 2245.73 ms [2021-01-06 18:57:18 main:574] : INFO : Epoch 933 | loss: 0.0311816 | val_loss: 0.0311864 | Time: 2220.59 ms [2021-01-06 18:57:21 main:574] : INFO : Epoch 934 | loss: 0.0311814 | val_loss: 0.0311868 | Time: 2242.08 ms [2021-01-06 18:57:23 main:574] : INFO : Epoch 935 | loss: 0.0311817 | val_loss: 0.0311859 | Time: 2228.93 ms [2021-01-06 18:57:25 main:574] : INFO : Epoch 936 | loss: 0.0311814 | val_loss: 0.0311878 | Time: 2253.65 ms [2021-01-06 18:57:28 main:574] : INFO : Epoch 937 | loss: 0.031182 | val_loss: 0.0311868 | Time: 2262.39 ms [2021-01-06 18:57:30 main:574] : INFO : Epoch 938 | loss: 0.0311813 | val_loss: 0.0311867 | Time: 2269.79 ms [2021-01-06 18:57:32 main:574] : INFO : Epoch 939 | loss: 0.031181 | val_loss: 0.0311864 | Time: 2229.38 ms [2021-01-06 18:57:34 main:574] : INFO : Epoch 940 | loss: 0.0311814 | val_loss: 0.0311857 | Time: 2259.39 ms [2021-01-06 18:57:37 main:574] : INFO : Epoch 941 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 2244.58 ms [2021-01-06 18:57:39 main:574] : INFO : Epoch 942 | loss: 0.031181 | val_loss: 0.0311852 | Time: 2243.21 ms [2021-01-06 18:57:41 main:574] : INFO : Epoch 943 | loss: 0.0311808 | val_loss: 0.0311846 | Time: 2226.58 ms [2021-01-06 18:57:43 main:574] : INFO : Epoch 944 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 2209.6 ms [2021-01-06 18:57:46 main:574] : INFO : Epoch 945 | loss: 0.0311803 | val_loss: 0.0311855 | Time: 2210.17 ms [2021-01-06 18:57:48 main:574] : INFO : Epoch 946 | loss: 0.0311801 | val_loss: 0.0311862 | Time: 2221.13 ms [2021-01-06 18:57:50 main:574] : INFO : Epoch 947 | loss: 0.0311803 | val_loss: 0.0311853 | Time: 2212.74 ms [2021-01-06 18:57:52 main:574] : INFO : Epoch 948 | loss: 0.03118 | val_loss: 0.0311862 | Time: 2192.85 ms [2021-01-06 18:57:54 main:574] : INFO : Epoch 949 | loss: 0.0311827 | val_loss: 0.0311899 | Time: 2181.16 ms [2021-01-06 18:57:57 main:574] : INFO : Epoch 950 | loss: 0.031184 | val_loss: 0.0311883 | Time: 2190.83 ms [2021-01-06 18:57:59 main:574] : INFO : Epoch 951 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 2186.38 ms [2021-01-06 18:58:01 main:574] : INFO : Epoch 952 | loss: 0.0311818 | val_loss: 0.0311856 | Time: 2187.81 ms [2021-01-06 18:58:03 main:574] : INFO : Epoch 953 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 2177.01 ms [2021-01-06 18:58:05 main:574] : INFO : Epoch 954 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 2202.26 ms [2021-01-06 18:58:08 main:574] : INFO : Epoch 955 | loss: 0.0311798 | val_loss: 0.0311834 | Time: 2198.32 ms [2021-01-06 18:58:10 main:574] : INFO : Epoch 956 | loss: 0.0311794 | val_loss: 0.0311833 | Time: 2191.85 ms [2021-01-06 18:58:12 main:574] : INFO : Epoch 957 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 2193.35 ms [2021-01-06 18:58:14 main:574] : INFO : Epoch 958 | loss: 0.0311796 | val_loss: 0.0311835 | Time: 2203.22 ms [2021-01-06 18:58:16 main:574] : INFO : Epoch 959 | loss: 0.0311789 | val_loss: 0.0311834 | Time: 2199.51 ms [2021-01-06 18:58:19 main:574] : INFO : Epoch 960 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 2220.45 ms [2021-01-06 18:58:21 main:574] : INFO : Epoch 961 | loss: 0.0311779 | val_loss: 0.0311871 | Time: 2204.61 ms [2021-01-06 18:58:23 main:574] : INFO : Epoch 962 | loss: 0.0311803 | val_loss: 0.0311888 | Time: 2189.05 ms [2021-01-06 18:58:25 main:574] : INFO : Epoch 963 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 2204.71 ms [2021-01-06 18:58:28 main:574] : INFO : Epoch 964 | loss: 0.0311784 | val_loss: 0.0311831 | Time: 2205.99 ms [2021-01-06 18:58:30 main:574] : INFO : Epoch 965 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 2204.85 ms [2021-01-06 18:58:32 main:574] : INFO : Epoch 966 | loss: 0.0311793 | val_loss: 0.0311864 | Time: 2189.99 ms [2021-01-06 18:58:34 main:574] : INFO : Epoch 967 | loss: 0.0311793 | val_loss: 0.0311838 | Time: 2212.45 ms [2021-01-06 18:58:36 main:574] : INFO : Epoch 968 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2220.16 ms [2021-01-06 18:58:39 main:574] : INFO : Epoch 969 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 2213.47 ms [2021-01-06 18:58:41 main:574] : INFO : Epoch 970 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 2238.54 ms [2021-01-06 18:58:43 main:574] : INFO : Epoch 971 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 2240.43 ms [2021-01-06 18:58:45 main:574] : INFO : Epoch 972 | loss: 0.0311774 | val_loss: 0.0311846 | Time: 2264.79 ms [2021-01-06 18:58:48 main:574] : INFO : Epoch 973 | loss: 0.0311784 | val_loss: 0.0311857 | Time: 2264.82 ms [2021-01-06 18:58:50 main:574] : INFO : Epoch 974 | loss: 0.0311779 | val_loss: 0.0311847 | Time: 2287.09 ms [2021-01-06 18:58:52 main:574] : INFO : Epoch 975 | loss: 0.0311778 | val_loss: 0.0311842 | Time: 2287.95 ms [2021-01-06 18:58:55 main:574] : INFO : Epoch 976 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 2290.35 ms [2021-01-06 18:58:57 main:574] : INFO : Epoch 977 | loss: 0.0311855 | val_loss: 0.0311894 | Time: 2288.06 ms [2021-01-06 18:58:59 main:574] : INFO : Epoch 978 | loss: 0.0311861 | val_loss: 0.0311867 | Time: 2287.51 ms [2021-01-06 18:59:01 main:574] : INFO : Epoch 979 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2276.51 ms [2021-01-06 18:59:04 main:574] : INFO : Epoch 980 | loss: 0.0311843 | val_loss: 0.0311885 | Time: 2287.87 ms [2021-01-06 18:59:06 main:574] : INFO : Epoch 981 | loss: 0.0311856 | val_loss: 0.0311872 | Time: 2286.39 ms [2021-01-06 18:59:08 main:574] : INFO : Epoch 982 | loss: 0.0311858 | val_loss: 0.0311912 | Time: 2273.98 ms [2021-01-06 18:59:11 main:574] : INFO : Epoch 983 | loss: 0.031187 | val_loss: 0.031189 | Time: 2292.67 ms [2021-01-06 18:59:13 main:574] : INFO : Epoch 984 | loss: 0.0311853 | val_loss: 0.0311849 | Time: 2295.04 ms [2021-01-06 18:59:15 main:574] : INFO : Epoch 985 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 2274.94 ms [2021-01-06 18:59:18 main:574] : INFO : Epoch 986 | loss: 0.0311901 | val_loss: 0.031193 | Time: 2280.33 ms [2021-01-06 18:59:20 main:574] : INFO : Epoch 987 | loss: 0.0311902 | val_loss: 0.031193 | Time: 2286.29 ms [2021-01-06 18:59:22 main:574] : INFO : Epoch 988 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 2281.11 ms [2021-01-06 18:59:24 main:574] : INFO : Epoch 989 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 2293.6 ms [2021-01-06 18:59:27 main:574] : INFO : Epoch 990 | loss: 0.0311881 | val_loss: 0.0311902 | Time: 2287.99 ms [2021-01-06 18:59:29 main:574] : INFO : Epoch 991 | loss: 0.0311868 | val_loss: 0.0311906 | Time: 2287.35 ms [2021-01-06 18:59:31 main:574] : INFO : Epoch 992 | loss: 0.0311862 | val_loss: 0.03119 | Time: 2278.07 ms [2021-01-06 18:59:34 main:574] : INFO : Epoch 993 | loss: 0.0311871 | val_loss: 0.031196 | Time: 2291.42 ms [2021-01-06 18:59:36 main:574] : INFO : Epoch 994 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 2285.84 ms [2021-01-06 18:59:38 main:574] : INFO : Epoch 995 | loss: 0.0311881 | val_loss: 0.0311916 | Time: 2281.92 ms [2021-01-06 18:59:41 main:574] : INFO : Epoch 996 | loss: 0.0311861 | val_loss: 0.0311929 | Time: 2267.38 ms [2021-01-06 18:59:43 main:574] : INFO : Epoch 997 | loss: 0.0311861 | val_loss: 0.0311937 | Time: 2272.84 ms [2021-01-06 18:59:46 main:574] : INFO : Epoch 998 | loss: 0.0311848 | val_loss: 0.0311916 | Time: 2277.1 ms [2021-01-06 18:59:49 main:574] : INFO : Epoch 999 | loss: 0.0311845 | val_loss: 0.0311915 | Time: 2270.85 ms [2021-01-06 18:59:51 main:574] : INFO : Epoch 1000 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 2275.45 ms [2021-01-06 18:59:53 main:574] : INFO : Epoch 1001 | loss: 0.0311857 | val_loss: 0.0311909 | Time: 2261.7 ms [2021-01-06 18:59:55 main:574] : INFO : Epoch 1002 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2267.8 ms [2021-01-06 18:59:58 main:574] : INFO : Epoch 1003 | loss: 0.0311849 | val_loss: 0.0311924 | Time: 2273.08 ms [2021-01-06 19:00:00 main:574] : INFO : Epoch 1004 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 2292.58 ms [2021-01-06 19:00:02 main:574] : INFO : Epoch 1005 | loss: 0.0311833 | val_loss: 0.0311898 | Time: 2272.62 ms [2021-01-06 19:00:05 main:574] : INFO : Epoch 1006 | loss: 0.031183 | val_loss: 0.0311891 | Time: 2269.85 ms [2021-01-06 19:00:07 main:574] : INFO : Epoch 1007 | loss: 0.031183 | val_loss: 0.0311886 | Time: 2293.65 ms [2021-01-06 19:00:09 main:574] : INFO : Epoch 1008 | loss: 0.0311837 | val_loss: 0.0311876 | Time: 2281.22 ms [2021-01-06 19:00:11 main:574] : INFO : Epoch 1009 | loss: 0.0311846 | val_loss: 0.0311875 | Time: 2278.4 ms [2021-01-06 19:00:14 main:574] : INFO : Epoch 1010 | loss: 0.0311823 | val_loss: 0.0311877 | Time: 2282.61 ms [2021-01-06 19:00:16 main:574] : INFO : Epoch 1011 | loss: 0.031184 | val_loss: 0.0311922 | Time: 2279.85 ms [2021-01-06 19:00:18 main:574] : INFO : Epoch 1012 | loss: 0.0311849 | val_loss: 0.0311871 | Time: 2291.81 ms [2021-01-06 19:00:21 main:574] : INFO : Epoch 1013 | loss: 0.0311824 | val_loss: 0.0311886 | Time: 2261.59 ms [2021-01-06 19:00:23 main:574] : INFO : Epoch 1014 | loss: 0.031182 | val_loss: 0.0311866 | Time: 2275.76 ms [2021-01-06 19:00:25 main:574] : INFO : Epoch 1015 | loss: 0.0311813 | val_loss: 0.0311893 | Time: 2290.32 ms [2021-01-06 19:00:27 main:574] : INFO : Epoch 1016 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 2283.48 ms [2021-01-06 19:00:30 main:574] : INFO : Epoch 1017 | loss: 0.0311817 | val_loss: 0.0311898 | Time: 2273.5 ms [2021-01-06 19:00:32 main:574] : INFO : Epoch 1018 | loss: 0.0311819 | val_loss: 0.0311853 | Time: 2289.89 ms [2021-01-06 19:00:34 main:574] : INFO : Epoch 1019 | loss: 0.0311916 | val_loss: 0.0311881 | Time: 2276.55 ms [2021-01-06 19:00:37 main:574] : INFO : Epoch 1020 | loss: 0.0311897 | val_loss: 0.0311905 | Time: 2279.52 ms [2021-01-06 19:00:39 main:574] : INFO : Epoch 1021 | loss: 0.0311878 | val_loss: 0.0311859 | Time: 2265.43 ms [2021-01-06 19:00:41 main:574] : INFO : Epoch 1022 | loss: 0.0311851 | val_loss: 0.0311857 | Time: 2265.14 ms [2021-01-06 19:00:43 main:574] : INFO : Epoch 1023 | loss: 0.0311838 | val_loss: 0.0311869 | Time: 2269.8 ms [2021-01-06 19:00:46 main:574] : INFO : Epoch 1024 | loss: 0.0311834 | val_loss: 0.0311891 | Time: 2295.99 ms [2021-01-06 19:00:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311891 [2021-01-06 19:00:46 main:603] : INFO : Saving end state to config to file [2021-01-06 19:00:46 main:608] : INFO : Success, exiting.. 19:00:46 (47728): 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)