Task 3714420
| Name | ParityMachine-1606531323-24479-12_1 |
| Workunit | 1901312 |
| Created | 17 Jan 2021, 21:43:16 UTC |
| Sent | 17 Jan 2021, 21:45:18 UTC |
| Report deadline | 24 Jan 2021, 21:45:18 UTC |
| Received | 17 Jan 2021, 23:22:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 39 min 54 sec |
| CPU time | 38 min 23 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 | 1.55 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 514 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2266.76 ms [2021-01-18 00:02:41 main:574] : INFO : Epoch 515 | loss: 0.0311671 | val_loss: 0.031174 | Time: 2239.72 ms [2021-01-18 00:02:43 main:574] : INFO : Epoch 516 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 2367.42 ms [2021-01-18 00:02:45 main:574] : INFO : Epoch 517 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 2255.79 ms [2021-01-18 00:02:48 main:574] : INFO : Epoch 518 | loss: 0.031168 | val_loss: 0.031173 | Time: 2318.17 ms [2021-01-18 00:02:50 main:574] : INFO : Epoch 519 | loss: 0.0311685 | val_loss: 0.0311731 | Time: 2280.54 ms [2021-01-18 00:02:52 main:574] : INFO : Epoch 520 | loss: 0.031168 | val_loss: 0.031174 | Time: 2289.97 ms [2021-01-18 00:02:54 main:574] : INFO : Epoch 521 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2216.28 ms [2021-01-18 00:02:57 main:574] : INFO : Epoch 522 | loss: 0.0311678 | val_loss: 0.031174 | Time: 2384.82 ms [2021-01-18 00:02:59 main:574] : INFO : Epoch 523 | loss: 0.0311669 | val_loss: 0.0311699 | Time: 2289.25 ms [2021-01-18 00:03:01 main:574] : INFO : Epoch 524 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 2281.15 ms [2021-01-18 00:03:04 main:574] : INFO : Epoch 525 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 2491.58 ms [2021-01-18 00:03:06 main:574] : INFO : Epoch 526 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2281.61 ms [2021-01-18 00:03:08 main:574] : INFO : Epoch 527 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 2261.44 ms [2021-01-18 00:03:11 main:574] : INFO : Epoch 528 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 2334.84 ms [2021-01-18 00:03:13 main:574] : INFO : Epoch 529 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2280.72 ms [2021-01-18 00:03:15 main:574] : INFO : Epoch 530 | loss: 0.0311668 | val_loss: 0.0311695 | Time: 2308.17 ms [2021-01-18 00:03:18 main:574] : INFO : Epoch 531 | loss: 0.0311659 | val_loss: 0.0311725 | Time: 2297.66 ms [2021-01-18 00:03:20 main:574] : INFO : Epoch 532 | loss: 0.0311657 | val_loss: 0.0311697 | Time: 2267.63 ms [2021-01-18 00:03:22 main:574] : INFO : Epoch 533 | loss: 0.031165 | val_loss: 0.0311709 | Time: 2261.9 ms [2021-01-18 00:03:25 main:574] : INFO : Epoch 534 | loss: 0.0311657 | val_loss: 0.0311705 | Time: 2299.49 ms [2021-01-18 00:03:27 main:574] : INFO : Epoch 535 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 2233.86 ms [2021-01-18 00:03:29 main:574] : INFO : Epoch 536 | loss: 0.0311647 | val_loss: 0.031173 | Time: 2245.14 ms [2021-01-18 00:03:31 main:574] : INFO : Epoch 537 | loss: 0.0311691 | val_loss: 0.0311703 | Time: 2149.83 ms [2021-01-18 00:03:34 main:574] : INFO : Epoch 538 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 2270.91 ms [2021-01-18 00:03:36 main:574] : INFO : Epoch 539 | loss: 0.0311675 | val_loss: 0.0311698 | Time: 2305.58 ms [2021-01-18 00:03:38 main:574] : INFO : Epoch 540 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 2253.7 ms [2021-01-18 00:03:41 main:574] : INFO : Epoch 541 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2240.53 ms [2021-01-18 00:03:43 main:574] : INFO : Epoch 542 | loss: 0.0311666 | val_loss: 0.0311697 | Time: 2284.89 ms [2021-01-18 00:03:45 main:574] : INFO : Epoch 543 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2239.23 ms [2021-01-18 00:03:47 main:574] : INFO : Epoch 544 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 2258.63 ms [2021-01-18 00:03:50 main:574] : INFO : Epoch 545 | loss: 0.0311661 | val_loss: 0.0311725 | Time: 2249 ms [2021-01-18 00:03:52 main:574] : INFO : Epoch 546 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 2279.94 ms [2021-01-18 00:03:54 main:574] : INFO : Epoch 547 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 2249.95 ms [2021-01-18 00:03:56 main:574] : INFO : Epoch 548 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 2251.01 ms [2021-01-18 00:03:59 main:574] : INFO : Epoch 549 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 2234.48 ms [2021-01-18 00:04:01 main:574] : INFO : Epoch 550 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 2273.96 ms [2021-01-18 00:04:03 main:574] : INFO : Epoch 551 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 2284.23 ms [2021-01-18 00:04:06 main:574] : INFO : Epoch 552 | loss: 0.0311693 | val_loss: 0.0311727 | Time: 2378.73 ms [2021-01-18 00:04:08 main:574] : INFO : Epoch 553 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2288.51 ms [2021-01-18 00:04:10 main:574] : INFO : Epoch 554 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 2285.46 ms [2021-01-18 00:04:13 main:574] : INFO : Epoch 555 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 2265.66 ms [2021-01-18 00:04:15 main:574] : INFO : Epoch 556 | loss: 0.031169 | val_loss: 0.0311765 | Time: 2284.03 ms [2021-01-18 00:04:17 main:574] : INFO : Epoch 557 | loss: 0.0311703 | val_loss: 0.0311816 | Time: 2287.47 ms [2021-01-18 00:04:20 main:574] : INFO : Epoch 558 | loss: 0.0311696 | val_loss: 0.0311711 | Time: 2268.05 ms [2021-01-18 00:04:22 main:574] : INFO : Epoch 559 | loss: 0.0311669 | val_loss: 0.0311727 | Time: 2291.65 ms [2021-01-18 00:04:24 main:574] : INFO : Epoch 560 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 2250.95 ms [2021-01-18 00:04:26 main:574] : INFO : Epoch 561 | loss: 0.0311676 | val_loss: 0.031179 | Time: 2213.62 ms [2021-01-18 00:04:29 main:574] : INFO : Epoch 562 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 2282.46 ms [2021-01-18 00:04:31 main:574] : INFO : Epoch 563 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 2325.01 ms [2021-01-18 00:04:33 main:574] : INFO : Epoch 564 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 2235.79 ms [2021-01-18 00:04:36 main:574] : INFO : Epoch 565 | loss: 0.0311673 | val_loss: 0.0311734 | Time: 2335.28 ms [2021-01-18 00:04:38 main:574] : INFO : Epoch 566 | loss: 0.0311662 | val_loss: 0.0311711 | Time: 2343.43 ms [2021-01-18 00:04:40 main:574] : INFO : Epoch 567 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 2282.96 ms [2021-01-18 00:04:43 main:574] : INFO : Epoch 568 | loss: 0.0311663 | val_loss: 0.031172 | Time: 2466.19 ms [2021-01-18 00:04:45 main:574] : INFO : Epoch 569 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 2452.17 ms [2021-01-18 00:04:48 main:574] : INFO : Epoch 570 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 2549.38 ms [2021-01-18 00:04:50 main:574] : INFO : Epoch 571 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2305.64 ms [2021-01-18 00:04:52 main:574] : INFO : Epoch 572 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2276.97 ms [2021-01-18 00:04:55 main:574] : INFO : Epoch 573 | loss: 0.0311716 | val_loss: 0.0311725 | Time: 2294.25 ms [2021-01-18 00:04:57 main:574] : INFO : Epoch 574 | loss: 0.0311678 | val_loss: 0.0311709 | Time: 2329 ms [2021-01-18 00:05:00 main:574] : INFO : Epoch 575 | loss: 0.0311666 | val_loss: 0.0311705 | Time: 2358.26 ms [2021-01-18 00:05:02 main:574] : INFO : Epoch 576 | loss: 0.0311661 | val_loss: 0.0311707 | Time: 2406.04 ms [2021-01-18 00:05:04 main:574] : INFO : Epoch 577 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 2275.3 ms [2021-01-18 00:05:07 main:574] : INFO : Epoch 578 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2237 ms [2021-01-18 00:05:09 main:574] : INFO : Epoch 579 | loss: 0.0311658 | val_loss: 0.031172 | Time: 2250.78 ms [2021-01-18 00:05:11 main:574] : INFO : Epoch 580 | loss: 0.0311668 | val_loss: 0.0311724 | Time: 2285.76 ms [2021-01-18 00:05:13 main:574] : INFO : Epoch 581 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 2319.35 ms [2021-01-18 00:05:16 main:574] : INFO : Epoch 582 | loss: 0.0311667 | val_loss: 0.0311713 | Time: 2291.56 ms [2021-01-18 00:05:18 main:574] : INFO : Epoch 583 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 2233.95 ms [2021-01-18 00:05:20 main:574] : INFO : Epoch 584 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 2283.11 ms [2021-01-18 00:05:23 main:574] : INFO : Epoch 585 | loss: 0.0311667 | val_loss: 0.0311714 | Time: 2284.09 ms [2021-01-18 00:05:25 main:574] : INFO : Epoch 586 | loss: 0.031166 | val_loss: 0.0311708 | Time: 2302.36 ms [2021-01-18 00:05:27 main:574] : INFO : Epoch 587 | loss: 0.0311653 | val_loss: 0.0311705 | Time: 2289.18 ms [2021-01-18 00:05:30 main:574] : INFO : Epoch 588 | loss: 0.031166 | val_loss: 0.0311714 | Time: 2362.54 ms [2021-01-18 00:05:32 main:574] : INFO : Epoch 589 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 2269.48 ms [2021-01-18 00:05:34 main:574] : INFO : Epoch 590 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 2252.99 ms [2021-01-18 00:05:37 main:574] : INFO : Epoch 591 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 2314.61 ms [2021-01-18 00:05:39 main:574] : INFO : Epoch 592 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2213.34 ms [2021-01-18 00:05:41 main:574] : INFO : Epoch 593 | loss: 0.0311674 | val_loss: 0.0311709 | Time: 2257.95 ms [2021-01-18 00:05:43 main:574] : INFO : Epoch 594 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 2258.17 ms [2021-01-18 00:05:46 main:574] : INFO : Epoch 595 | loss: 0.0311666 | val_loss: 0.0311828 | Time: 2242.93 ms [2021-01-18 00:05:48 main:574] : INFO : Epoch 596 | loss: 0.0311694 | val_loss: 0.0311724 | Time: 2305.47 ms [2021-01-18 00:05:50 main:574] : INFO : Epoch 597 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 2284.52 ms [2021-01-18 00:05:52 main:574] : INFO : Epoch 598 | loss: 0.0311679 | val_loss: 0.031172 | Time: 2198.96 ms [2021-01-18 00:05:55 main:574] : INFO : Epoch 599 | loss: 0.0311677 | val_loss: 0.031176 | Time: 2546.29 ms [2021-01-18 00:05:57 main:574] : INFO : Epoch 600 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 2249.08 ms [2021-01-18 00:06:00 main:574] : INFO : Epoch 601 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 2260.04 ms [2021-01-18 00:06:02 main:574] : INFO : Epoch 602 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 2319.31 ms [2021-01-18 00:06:04 main:574] : INFO : Epoch 603 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 2381.11 ms [2021-01-18 00:06:07 main:574] : INFO : Epoch 604 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 2267.33 ms [2021-01-18 00:06:09 main:574] : INFO : Epoch 605 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 2260.04 ms [2021-01-18 00:06:11 main:574] : INFO : Epoch 606 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2299.61 ms [2021-01-18 00:06:13 main:574] : INFO : Epoch 607 | loss: 0.0311691 | val_loss: 0.0311718 | Time: 2280.52 ms [2021-01-18 00:06:16 main:574] : INFO : Epoch 608 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 2289 ms [2021-01-18 00:06:18 main:574] : INFO : Epoch 609 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 2244.7 ms [2021-01-18 00:06:20 main:574] : INFO : Epoch 610 | loss: 0.031168 | val_loss: 0.031172 | Time: 2252.42 ms [2021-01-18 00:06:23 main:574] : INFO : Epoch 611 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 2251.61 ms [2021-01-18 00:06:25 main:574] : INFO : Epoch 612 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 2299.83 ms [2021-01-18 00:06:27 main:574] : INFO : Epoch 613 | loss: 0.0311695 | val_loss: 0.031174 | Time: 2277.05 ms [2021-01-18 00:06:29 main:574] : INFO : Epoch 614 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 2257.17 ms [2021-01-18 00:06:32 main:574] : INFO : Epoch 615 | loss: 0.0311681 | val_loss: 0.0311743 | Time: 2248.43 ms [2021-01-18 00:06:34 main:574] : INFO : Epoch 616 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 2220.22 ms [2021-01-18 00:06:36 main:574] : INFO : Epoch 617 | loss: 0.0311684 | val_loss: 0.0311771 | Time: 2276.99 ms [2021-01-18 00:06:39 main:574] : INFO : Epoch 618 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 2270.21 ms [2021-01-18 00:06:41 main:574] : INFO : Epoch 619 | loss: 0.0311684 | val_loss: 0.0311731 | Time: 2257.94 ms [2021-01-18 00:06:43 main:574] : INFO : Epoch 620 | loss: 0.0311688 | val_loss: 0.0311732 | Time: 2279.93 ms [2021-01-18 00:06:45 main:574] : INFO : Epoch 621 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 2310.56 ms [2021-01-18 00:06:48 main:574] : INFO : Epoch 622 | loss: 0.0311675 | val_loss: 0.0311706 | Time: 2278.75 ms [2021-01-18 00:06:50 main:574] : INFO : Epoch 623 | loss: 0.0311675 | val_loss: 0.0311704 | Time: 2353.31 ms [2021-01-18 00:06:53 main:574] : INFO : Epoch 624 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 2317.01 ms [2021-01-18 00:06:55 main:574] : INFO : Epoch 625 | loss: 0.0311695 | val_loss: 0.0311701 | Time: 2265.83 ms [2021-01-18 00:06:57 main:574] : INFO : Epoch 626 | loss: 0.0311683 | val_loss: 0.0311703 | Time: 2256.33 ms [2021-01-18 00:06:59 main:574] : INFO : Epoch 627 | loss: 0.0311685 | val_loss: 0.031171 | Time: 2248.93 ms [2021-01-18 00:07:02 main:574] : INFO : Epoch 628 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 2289.47 ms [2021-01-18 00:07:04 main:574] : INFO : Epoch 629 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 2280.13 ms [2021-01-18 00:07:06 main:574] : INFO : Epoch 630 | loss: 0.0311716 | val_loss: 0.03117 | Time: 2255.5 ms [2021-01-18 00:07:09 main:574] : INFO : Epoch 631 | loss: 0.0311677 | val_loss: 0.0311703 | Time: 2335.97 ms [2021-01-18 00:07:11 main:574] : INFO : Epoch 632 | loss: 0.0311682 | val_loss: 0.0311754 | Time: 2325.27 ms [2021-01-18 00:07:13 main:574] : INFO : Epoch 633 | loss: 0.0311712 | val_loss: 0.0311705 | Time: 2275.81 ms [2021-01-18 00:07:15 main:574] : INFO : Epoch 634 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 2262 ms [2021-01-18 00:07:18 main:574] : INFO : Epoch 635 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 2293.77 ms [2021-01-18 00:07:20 main:574] : INFO : Epoch 636 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 2210.78 ms [2021-01-18 00:07:22 main:574] : INFO : Epoch 637 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 2273.06 ms [2021-01-18 00:07:25 main:574] : INFO : Epoch 638 | loss: 0.031168 | val_loss: 0.0311711 | Time: 2452.04 ms [2021-01-18 00:07:27 main:574] : INFO : Epoch 639 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 2233.39 ms [2021-01-18 00:07:29 main:574] : INFO : Epoch 640 | loss: 0.0311697 | val_loss: 0.0311725 | Time: 2289.34 ms [2021-01-18 00:07:32 main:574] : INFO : Epoch 641 | loss: 0.0311682 | val_loss: 0.0311729 | Time: 2304.67 ms [2021-01-18 00:07:34 main:574] : INFO : Epoch 642 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2301.85 ms [2021-01-18 00:07:37 main:574] : INFO : Epoch 643 | loss: 0.0311687 | val_loss: 0.031177 | Time: 2108.05 ms [2021-01-18 00:07:39 main:574] : INFO : Epoch 644 | loss: 0.0311688 | val_loss: 0.0311721 | Time: 2331.43 ms [2021-01-18 00:07:41 main:574] : INFO : Epoch 645 | loss: 0.0311692 | val_loss: 0.0311714 | Time: 2223.02 ms [2021-01-18 00:07:44 main:574] : INFO : Epoch 646 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 2276.45 ms [2021-01-18 00:07:46 main:574] : INFO : Epoch 647 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2276.05 ms [2021-01-18 00:07:48 main:574] : INFO : Epoch 648 | loss: 0.03117 | val_loss: 0.0311724 | Time: 2292.88 ms [2021-01-18 00:07:51 main:574] : INFO : Epoch 649 | loss: 0.0311685 | val_loss: 0.0311722 | Time: 2223.19 ms [2021-01-18 00:07:53 main:574] : INFO : Epoch 650 | loss: 0.0311683 | val_loss: 0.0311723 | Time: 2270.46 ms [2021-01-18 00:07:55 main:574] : INFO : Epoch 651 | loss: 0.031168 | val_loss: 0.0311733 | Time: 2223.75 ms [2021-01-18 00:07:57 main:574] : INFO : Epoch 652 | loss: 0.031167 | val_loss: 0.0311706 | Time: 2225.84 ms [2021-01-18 00:08:00 main:574] : INFO : Epoch 653 | loss: 0.0311665 | val_loss: 0.031171 | Time: 2287.34 ms [2021-01-18 00:08:02 main:574] : INFO : Epoch 654 | loss: 0.031166 | val_loss: 0.0311707 | Time: 2288.97 ms [2021-01-18 00:08:04 main:574] : INFO : Epoch 655 | loss: 0.0311677 | val_loss: 0.031171 | Time: 2358.61 ms [2021-01-18 00:08:07 main:574] : INFO : Epoch 656 | loss: 0.0311658 | val_loss: 0.031169 | Time: 2245.48 ms [2021-01-18 00:08:09 main:574] : INFO : Epoch 657 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2322.7 ms [2021-01-18 00:08:11 main:574] : INFO : Epoch 658 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 2231.24 ms [2021-01-18 00:08:13 main:574] : INFO : Epoch 659 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 2310.5 ms [2021-01-18 00:08:16 main:574] : INFO : Epoch 660 | loss: 0.0311688 | val_loss: 0.0311722 | Time: 2309.38 ms [2021-01-18 00:08:18 main:574] : INFO : Epoch 661 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2250.53 ms [2021-01-18 00:08:20 main:574] : INFO : Epoch 662 | loss: 0.0311684 | val_loss: 0.0311692 | Time: 2250.14 ms [2021-01-18 00:08:23 main:574] : INFO : Epoch 663 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 2247.47 ms [2021-01-18 00:08:25 main:574] : INFO : Epoch 664 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 2292.65 ms [2021-01-18 00:08:27 main:574] : INFO : Epoch 665 | loss: 0.031171 | val_loss: 0.0311759 | Time: 2272.12 ms [2021-01-18 00:08:29 main:574] : INFO : Epoch 666 | loss: 0.0311742 | val_loss: 0.031175 | Time: 2257.46 ms [2021-01-18 00:08:32 main:574] : INFO : Epoch 667 | loss: 0.0311779 | val_loss: 0.0311859 | Time: 2289.17 ms [2021-01-18 00:08:34 main:574] : INFO : Epoch 668 | loss: 0.0311798 | val_loss: 0.0311787 | Time: 2271.03 ms [2021-01-18 00:08:36 main:574] : INFO : Epoch 669 | loss: 0.0311734 | val_loss: 0.0311724 | Time: 2241.79 ms [2021-01-18 00:08:39 main:574] : INFO : Epoch 670 | loss: 0.0311721 | val_loss: 0.031172 | Time: 2400.23 ms [2021-01-18 00:08:41 main:574] : INFO : Epoch 671 | loss: 0.0311694 | val_loss: 0.0311722 | Time: 2211.52 ms [2021-01-18 00:08:43 main:574] : INFO : Epoch 672 | loss: 0.0311683 | val_loss: 0.0311731 | Time: 2253.93 ms [2021-01-18 00:08:46 main:574] : INFO : Epoch 673 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 2300.54 ms [2021-01-18 00:08:48 main:574] : INFO : Epoch 674 | loss: 0.0311684 | val_loss: 0.0311729 | Time: 2347.86 ms [2021-01-18 00:08:50 main:574] : INFO : Epoch 675 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 2255.22 ms [2021-01-18 00:08:53 main:574] : INFO : Epoch 676 | loss: 0.0311684 | val_loss: 0.0311737 | Time: 2247.74 ms [2021-01-18 00:08:55 main:574] : INFO : Epoch 677 | loss: 0.0311688 | val_loss: 0.0311766 | Time: 2300.59 ms [2021-01-18 00:08:57 main:574] : INFO : Epoch 678 | loss: 0.0311691 | val_loss: 0.031172 | Time: 2301.33 ms [2021-01-18 00:08:59 main:574] : INFO : Epoch 679 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 2187.91 ms [2021-01-18 00:09:02 main:574] : INFO : Epoch 680 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 2309.05 ms [2021-01-18 00:09:04 main:574] : INFO : Epoch 681 | loss: 0.0311662 | val_loss: 0.0311713 | Time: 2284.17 ms [2021-01-18 00:09:06 main:574] : INFO : Epoch 682 | loss: 0.0311681 | val_loss: 0.031173 | Time: 2254 ms [2021-01-18 00:09:09 main:574] : INFO : Epoch 683 | loss: 0.0311678 | val_loss: 0.0311725 | Time: 2272.68 ms [2021-01-18 00:09:11 main:574] : INFO : Epoch 684 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 2315.65 ms [2021-01-18 00:09:13 main:574] : INFO : Epoch 685 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 2312.31 ms [2021-01-18 00:09:16 main:574] : INFO : Epoch 686 | loss: 0.0311684 | val_loss: 0.0311769 | Time: 2270.78 ms [2021-01-18 00:09:18 main:574] : INFO : Epoch 687 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 2258.25 ms [2021-01-18 00:09:20 main:574] : INFO : Epoch 688 | loss: 0.0311682 | val_loss: 0.031175 | Time: 2276.56 ms [2021-01-18 00:09:22 main:574] : INFO : Epoch 689 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 2207.94 ms [2021-01-18 00:09:25 main:574] : INFO : Epoch 690 | loss: 0.0311663 | val_loss: 0.0311691 | Time: 2355.04 ms [2021-01-18 00:09:27 main:574] : INFO : Epoch 691 | loss: 0.0311662 | val_loss: 0.0311696 | Time: 2328.39 ms [2021-01-18 00:09:29 main:574] : INFO : Epoch 692 | loss: 0.0311668 | val_loss: 0.0311714 | Time: 2277.74 ms [2021-01-18 00:09:32 main:574] : INFO : Epoch 693 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 2270.52 ms [2021-01-18 00:09:34 main:574] : INFO : Epoch 694 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 2332.46 ms [2021-01-18 00:09:36 main:574] : INFO : Epoch 695 | loss: 0.0311656 | val_loss: 0.0311685 | Time: 2233.44 ms [2021-01-18 00:09:38 main:574] : INFO : Epoch 696 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 2217.82 ms [2021-01-18 00:09:41 main:574] : INFO : Epoch 697 | loss: 0.0311688 | val_loss: 0.0311807 | Time: 2272.72 ms [2021-01-18 00:09:43 main:574] : INFO : Epoch 698 | loss: 0.031175 | val_loss: 0.0311707 | Time: 2346.63 ms [2021-01-18 00:09:45 main:574] : INFO : Epoch 699 | loss: 0.0311668 | val_loss: 0.0311692 | Time: 2245.33 ms [2021-01-18 00:09:48 main:574] : INFO : Epoch 700 | loss: 0.0311659 | val_loss: 0.0311722 | Time: 2386.42 ms [2021-01-18 00:09:50 main:574] : INFO : Epoch 701 | loss: 0.0311682 | val_loss: 0.0311691 | Time: 2308.76 ms [2021-01-18 00:09:52 main:574] : INFO : Epoch 702 | loss: 0.0311667 | val_loss: 0.0311689 | Time: 2319.53 ms [2021-01-18 00:09:55 main:574] : INFO : Epoch 703 | loss: 0.0311667 | val_loss: 0.031171 | Time: 2204.41 ms [2021-01-18 00:09:57 main:574] : INFO : Epoch 704 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 2286.22 ms [2021-01-18 00:09:59 main:574] : INFO : Epoch 705 | loss: 0.031168 | val_loss: 0.031172 | Time: 2370.75 ms [2021-01-18 00:10:02 main:574] : INFO : Epoch 706 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2244.53 ms [2021-01-18 00:10:04 main:574] : INFO : Epoch 707 | loss: 0.0311684 | val_loss: 0.031172 | Time: 2381.67 ms [2021-01-18 00:10:06 main:574] : INFO : Epoch 708 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2329.71 ms [2021-01-18 00:10:09 main:574] : INFO : Epoch 709 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 2220.16 ms [2021-01-18 00:10:11 main:574] : INFO : Epoch 710 | loss: 0.031167 | val_loss: 0.031172 | Time: 2267.1 ms [2021-01-18 00:10:13 main:574] : INFO : Epoch 711 | loss: 0.0311663 | val_loss: 0.0311717 | Time: 2266.35 ms [2021-01-18 00:10:16 main:574] : INFO : Epoch 712 | loss: 0.0311676 | val_loss: 0.0311737 | Time: 2290.23 ms [2021-01-18 00:10:18 main:574] : INFO : Epoch 713 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 2260.99 ms [2021-01-18 00:10:20 main:574] : INFO : Epoch 714 | loss: 0.0311674 | val_loss: 0.0311703 | Time: 2354.7 ms [2021-01-18 00:10:22 main:574] : INFO : Epoch 715 | loss: 0.0311669 | val_loss: 0.0311694 | Time: 2249.9 ms [2021-01-18 00:10:25 main:574] : INFO : Epoch 716 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 2340.06 ms [2021-01-18 00:10:27 main:574] : INFO : Epoch 717 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2328.61 ms [2021-01-18 00:10:29 main:574] : INFO : Epoch 718 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 2279.98 ms [2021-01-18 00:10:32 main:574] : INFO : Epoch 719 | loss: 0.031167 | val_loss: 0.0311711 | Time: 2296.86 ms [2021-01-18 00:10:34 main:574] : INFO : Epoch 720 | loss: 0.0311702 | val_loss: 0.0311698 | Time: 2303.34 ms [2021-01-18 00:10:37 main:574] : INFO : Epoch 721 | loss: 0.031172 | val_loss: 0.0311727 | Time: 2515.07 ms [2021-01-18 00:10:39 main:574] : INFO : Epoch 722 | loss: 0.031168 | val_loss: 0.0311703 | Time: 2270.74 ms [2021-01-18 00:10:41 main:574] : INFO : Epoch 723 | loss: 0.0311683 | val_loss: 0.0311692 | Time: 2316.06 ms [2021-01-18 00:10:44 main:574] : INFO : Epoch 724 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 2308.35 ms [2021-01-18 00:10:46 main:574] : INFO : Epoch 725 | loss: 0.0311659 | val_loss: 0.031171 | Time: 2235.96 ms [2021-01-18 00:10:48 main:574] : INFO : Epoch 726 | loss: 0.0311668 | val_loss: 0.0311738 | Time: 2283.65 ms [2021-01-18 00:10:51 main:574] : INFO : Epoch 727 | loss: 0.0311697 | val_loss: 0.031183 | Time: 2359 ms [2021-01-18 00:10:53 main:574] : INFO : Epoch 728 | loss: 0.0311674 | val_loss: 0.0311721 | Time: 2274.67 ms [2021-01-18 00:10:55 main:574] : INFO : Epoch 729 | loss: 0.0311663 | val_loss: 0.0311726 | Time: 2288.51 ms [2021-01-18 00:10:57 main:574] : INFO : Epoch 730 | loss: 0.031167 | val_loss: 0.0311719 | Time: 2315.16 ms [2021-01-18 00:11:00 main:574] : INFO : Epoch 731 | loss: 0.031166 | val_loss: 0.03117 | Time: 2329.17 ms [2021-01-18 00:11:02 main:574] : INFO : Epoch 732 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 2146.23 ms [2021-01-18 00:11:04 main:574] : INFO : Epoch 733 | loss: 0.0311681 | val_loss: 0.0311787 | Time: 2300.35 ms [2021-01-18 00:11:07 main:574] : INFO : Epoch 734 | loss: 0.0311686 | val_loss: 0.0311705 | Time: 2304.28 ms [2021-01-18 00:11:09 main:574] : INFO : Epoch 735 | loss: 0.031166 | val_loss: 0.0311726 | Time: 2328.48 ms [2021-01-18 00:11:11 main:574] : INFO : Epoch 736 | loss: 0.0311681 | val_loss: 0.0311719 | Time: 2349.53 ms [2021-01-18 00:11:14 main:574] : INFO : Epoch 737 | loss: 0.0311692 | val_loss: 0.0311693 | Time: 2299.25 ms [2021-01-18 00:11:16 main:574] : INFO : Epoch 738 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 2252.01 ms [2021-01-18 00:11:18 main:574] : INFO : Epoch 739 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 2295.23 ms [2021-01-18 00:11:21 main:574] : INFO : Epoch 740 | loss: 0.0311673 | val_loss: 0.0311718 | Time: 2318.48 ms [2021-01-18 00:11:23 main:574] : INFO : Epoch 741 | loss: 0.0311679 | val_loss: 0.0311701 | Time: 2347.82 ms [2021-01-18 00:11:25 main:574] : INFO : Epoch 742 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 2317.8 ms [2021-01-18 00:11:28 main:574] : INFO : Epoch 743 | loss: 0.0311666 | val_loss: 0.031176 | Time: 2269.59 ms [2021-01-18 00:11:30 main:574] : INFO : Epoch 744 | loss: 0.0311696 | val_loss: 0.0311735 | Time: 2244.3 ms [2021-01-18 00:11:32 main:574] : INFO : Epoch 745 | loss: 0.0311686 | val_loss: 0.0311737 | Time: 2224.71 ms [2021-01-18 00:11:34 main:574] : INFO : Epoch 746 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 2256.09 ms [2021-01-18 00:11:37 main:574] : INFO : Epoch 747 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 2259.65 ms [2021-01-18 00:11:39 main:574] : INFO : Epoch 748 | loss: 0.031165 | val_loss: 0.0311697 | Time: 2314.78 ms [2021-01-18 00:11:41 main:574] : INFO : Epoch 749 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 2236.58 ms [2021-01-18 00:11:44 main:574] : INFO : Epoch 750 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 2267.01 ms [2021-01-18 00:11:46 main:574] : INFO : Epoch 751 | loss: 0.0311689 | val_loss: 0.031175 | Time: 2337.41 ms [2021-01-18 00:11:48 main:574] : INFO : Epoch 752 | loss: 0.0311716 | val_loss: 0.0311734 | Time: 2239.69 ms [2021-01-18 00:11:51 main:574] : INFO : Epoch 753 | loss: 0.0311749 | val_loss: 0.0311725 | Time: 2365.95 ms [2021-01-18 00:11:53 main:574] : INFO : Epoch 754 | loss: 0.0311735 | val_loss: 0.0311705 | Time: 2322.2 ms [2021-01-18 00:11:55 main:574] : INFO : Epoch 755 | loss: 0.0311729 | val_loss: 0.0311722 | Time: 2320.97 ms [2021-01-18 00:11:58 main:574] : INFO : Epoch 756 | loss: 0.0311718 | val_loss: 0.0311722 | Time: 2294.47 ms [2021-01-18 00:12:00 main:574] : INFO : Epoch 757 | loss: 0.0311695 | val_loss: 0.0311697 | Time: 2278.2 ms [2021-01-18 00:12:02 main:574] : INFO : Epoch 758 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 2246.14 ms [2021-01-18 00:12:04 main:574] : INFO : Epoch 759 | loss: 0.0311691 | val_loss: 0.0311737 | Time: 2118.77 ms [2021-01-18 00:12:07 main:574] : INFO : Epoch 760 | loss: 0.0311681 | val_loss: 0.0311694 | Time: 2319.27 ms [2021-01-18 00:12:09 main:574] : INFO : Epoch 761 | loss: 0.0311687 | val_loss: 0.031175 | Time: 2375.1 ms [2021-01-18 00:12:11 main:574] : INFO : Epoch 762 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 2226.7 ms [2021-01-18 00:12:14 main:574] : INFO : Epoch 763 | loss: 0.0311702 | val_loss: 0.0311736 | Time: 2242.75 ms [2021-01-18 00:12:16 main:574] : INFO : Epoch 764 | loss: 0.0311691 | val_loss: 0.0311719 | Time: 2289.58 ms [2021-01-18 00:12:18 main:574] : INFO : Epoch 765 | loss: 0.031168 | val_loss: 0.0311708 | Time: 2277.23 ms [2021-01-18 00:12:20 main:574] : INFO : Epoch 766 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2267.39 ms [2021-01-18 00:12:23 main:574] : INFO : Epoch 767 | loss: 0.0311715 | val_loss: 0.0311723 | Time: 2383.77 ms [2021-01-18 00:12:25 main:574] : INFO : Epoch 768 | loss: 0.0311677 | val_loss: 0.0311683 | Time: 2231.82 ms [2021-01-18 00:12:27 main:574] : INFO : Epoch 769 | loss: 0.0311671 | val_loss: 0.0311691 | Time: 2252.31 ms [2021-01-18 00:12:30 main:574] : INFO : Epoch 770 | loss: 0.0311668 | val_loss: 0.0311686 | Time: 2333.51 ms [2021-01-18 00:12:32 main:574] : INFO : Epoch 771 | loss: 0.0311658 | val_loss: 0.0311671 | Time: 2249.12 ms [2021-01-18 00:12:34 main:574] : INFO : Epoch 772 | loss: 0.031167 | val_loss: 0.0311701 | Time: 2276.54 ms [2021-01-18 00:12:37 main:574] : INFO : Epoch 773 | loss: 0.0311666 | val_loss: 0.0311667 | Time: 2385.21 ms [2021-01-18 00:12:39 main:574] : INFO : Epoch 774 | loss: 0.0311652 | val_loss: 0.0311659 | Time: 2282.43 ms [2021-01-18 00:12:41 main:574] : INFO : Epoch 775 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 2214.4 ms [2021-01-18 00:12:43 main:574] : INFO : Epoch 776 | loss: 0.0311657 | val_loss: 0.031168 | Time: 2280.7 ms [2021-01-18 00:12:46 main:574] : INFO : Epoch 777 | loss: 0.0311649 | val_loss: 0.0311675 | Time: 2291.56 ms [2021-01-18 00:12:48 main:574] : INFO : Epoch 778 | loss: 0.0311653 | val_loss: 0.0311677 | Time: 2340 ms [2021-01-18 00:12:51 main:574] : INFO : Epoch 779 | loss: 0.0311653 | val_loss: 0.0311688 | Time: 2399.23 ms [2021-01-18 00:12:53 main:574] : INFO : Epoch 780 | loss: 0.0311658 | val_loss: 0.0311679 | Time: 2344.69 ms [2021-01-18 00:12:55 main:574] : INFO : Epoch 781 | loss: 0.0311659 | val_loss: 0.0311683 | Time: 2276.57 ms [2021-01-18 00:12:58 main:574] : INFO : Epoch 782 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 2224.09 ms [2021-01-18 00:13:00 main:574] : INFO : Epoch 783 | loss: 0.0311702 | val_loss: 0.0311668 | Time: 2326.3 ms [2021-01-18 00:13:02 main:574] : INFO : Epoch 784 | loss: 0.0311709 | val_loss: 0.0311687 | Time: 2311.95 ms [2021-01-18 00:13:04 main:574] : INFO : Epoch 785 | loss: 0.0311654 | val_loss: 0.0311686 | Time: 2185.66 ms [2021-01-18 00:13:07 main:574] : INFO : Epoch 786 | loss: 0.0311653 | val_loss: 0.031166 | Time: 2274.24 ms [2021-01-18 00:13:09 main:574] : INFO : Epoch 787 | loss: 0.031166 | val_loss: 0.0311667 | Time: 2309.62 ms [2021-01-18 00:13:11 main:574] : INFO : Epoch 788 | loss: 0.0311671 | val_loss: 0.0311681 | Time: 2298.53 ms [2021-01-18 00:13:14 main:574] : INFO : Epoch 789 | loss: 0.0311677 | val_loss: 0.0311713 | Time: 2194.96 ms [2021-01-18 00:13:16 main:574] : INFO : Epoch 790 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 2328.37 ms [2021-01-18 00:13:18 main:574] : INFO : Epoch 791 | loss: 0.0311713 | val_loss: 0.0311674 | Time: 2287.1 ms [2021-01-18 00:13:20 main:574] : INFO : Epoch 792 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 2246.56 ms [2021-01-18 00:13:23 main:574] : INFO : Epoch 793 | loss: 0.0311687 | val_loss: 0.0311689 | Time: 2348.53 ms [2021-01-18 00:13:25 main:574] : INFO : Epoch 794 | loss: 0.0311698 | val_loss: 0.0311693 | Time: 2222.53 ms [2021-01-18 00:13:27 main:574] : INFO : Epoch 795 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 2282.78 ms [2021-01-18 00:13:30 main:574] : INFO : Epoch 796 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 2288.09 ms [2021-01-18 00:13:32 main:574] : INFO : Epoch 797 | loss: 0.0311674 | val_loss: 0.0311725 | Time: 2318.78 ms [2021-01-18 00:13:34 main:574] : INFO : Epoch 798 | loss: 0.0311659 | val_loss: 0.0311691 | Time: 2287.93 ms [2021-01-18 00:13:37 main:574] : INFO : Epoch 799 | loss: 0.0311655 | val_loss: 0.0311706 | Time: 2310.51 ms [2021-01-18 00:13:39 main:574] : INFO : Epoch 800 | loss: 0.031166 | val_loss: 0.0311682 | Time: 2333.38 ms [2021-01-18 00:13:41 main:574] : INFO : Epoch 801 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 2254.89 ms [2021-01-18 00:13:44 main:574] : INFO : Epoch 802 | loss: 0.0311693 | val_loss: 0.0311683 | Time: 2320.88 ms [2021-01-18 00:13:46 main:574] : INFO : Epoch 803 | loss: 0.0311669 | val_loss: 0.0311689 | Time: 2377.78 ms [2021-01-18 00:13:48 main:574] : INFO : Epoch 804 | loss: 0.0311652 | val_loss: 0.0311703 | Time: 2283.51 ms [2021-01-18 00:13:51 main:574] : INFO : Epoch 805 | loss: 0.0311648 | val_loss: 0.0311672 | Time: 2271.59 ms [2021-01-18 00:13:53 main:574] : INFO : Epoch 806 | loss: 0.031166 | val_loss: 0.0311686 | Time: 2306.82 ms [2021-01-18 00:13:55 main:574] : INFO : Epoch 807 | loss: 0.0311652 | val_loss: 0.0311673 | Time: 2261.79 ms [2021-01-18 00:13:58 main:574] : INFO : Epoch 808 | loss: 0.0311672 | val_loss: 0.031167 | Time: 2284.96 ms [2021-01-18 00:14:00 main:574] : INFO : Epoch 809 | loss: 0.0311656 | val_loss: 0.0311677 | Time: 2255.49 ms [2021-01-18 00:14:02 main:574] : INFO : Epoch 810 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 2292.64 ms [2021-01-18 00:14:04 main:574] : INFO : Epoch 811 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 2256.74 ms [2021-01-18 00:14:07 main:574] : INFO : Epoch 812 | loss: 0.031166 | val_loss: 0.0311692 | Time: 2231.61 ms [2021-01-18 00:14:09 main:574] : INFO : Epoch 813 | loss: 0.0311649 | val_loss: 0.0311675 | Time: 2350.15 ms [2021-01-18 00:14:11 main:574] : INFO : Epoch 814 | loss: 0.0311664 | val_loss: 0.0311688 | Time: 2307.73 ms [2021-01-18 00:14:14 main:574] : INFO : Epoch 815 | loss: 0.0311677 | val_loss: 0.0311689 | Time: 2323.31 ms [2021-01-18 00:14:16 main:574] : INFO : Epoch 816 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 2266.03 ms [2021-01-18 00:14:18 main:574] : INFO : Epoch 817 | loss: 0.0311663 | val_loss: 0.0311708 | Time: 2215.83 ms [2021-01-18 00:14:20 main:574] : INFO : Epoch 818 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2267.76 ms [2021-01-18 00:14:23 main:574] : INFO : Epoch 819 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 2336.16 ms [2021-01-18 00:14:25 main:574] : INFO : Epoch 820 | loss: 0.0311654 | val_loss: 0.0311669 | Time: 2231.58 ms [2021-01-18 00:14:27 main:574] : INFO : Epoch 821 | loss: 0.0311653 | val_loss: 0.0311667 | Time: 2244.01 ms [2021-01-18 00:14:30 main:574] : INFO : Epoch 822 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 2338.86 ms [2021-01-18 00:14:32 main:574] : INFO : Epoch 823 | loss: 0.0311663 | val_loss: 0.0311672 | Time: 2326.1 ms [2021-01-18 00:14:34 main:574] : INFO : Epoch 824 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 2238.82 ms [2021-01-18 00:14:37 main:574] : INFO : Epoch 825 | loss: 0.0311649 | val_loss: 0.0311683 | Time: 2284.4 ms [2021-01-18 00:14:39 main:574] : INFO : Epoch 826 | loss: 0.0311645 | val_loss: 0.0311664 | Time: 2260.46 ms [2021-01-18 00:14:41 main:574] : INFO : Epoch 827 | loss: 0.031165 | val_loss: 0.031166 | Time: 2295.58 ms [2021-01-18 00:14:43 main:574] : INFO : Epoch 828 | loss: 0.0311648 | val_loss: 0.0311678 | Time: 2214.85 ms [2021-01-18 00:14:46 main:574] : INFO : Epoch 829 | loss: 0.0311641 | val_loss: 0.03117 | Time: 2292.73 ms [2021-01-18 00:14:48 main:574] : INFO : Epoch 830 | loss: 0.031167 | val_loss: 0.0311748 | Time: 2289.67 ms [2021-01-18 00:14:50 main:574] : INFO : Epoch 831 | loss: 0.0311676 | val_loss: 0.0311685 | Time: 2306.17 ms [2021-01-18 00:14:53 main:574] : INFO : Epoch 832 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 2363.03 ms [2021-01-18 00:14:55 main:574] : INFO : Epoch 833 | loss: 0.03117 | val_loss: 0.0311752 | Time: 2348.97 ms [2021-01-18 00:14:57 main:574] : INFO : Epoch 834 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 2308.23 ms [2021-01-18 00:15:00 main:574] : INFO : Epoch 835 | loss: 0.031168 | val_loss: 0.0311714 | Time: 2309.86 ms [2021-01-18 00:15:02 main:574] : INFO : Epoch 836 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 2310.82 ms [2021-01-18 00:15:04 main:574] : INFO : Epoch 837 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 2201.31 ms [2021-01-18 00:15:07 main:574] : INFO : Epoch 838 | loss: 0.031168 | val_loss: 0.0311704 | Time: 2249.92 ms [2021-01-18 00:15:09 main:574] : INFO : Epoch 839 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 2223.69 ms [2021-01-18 00:15:11 main:574] : INFO : Epoch 840 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 2429.23 ms [2021-01-18 00:15:14 main:574] : INFO : Epoch 841 | loss: 0.0311668 | val_loss: 0.0311702 | Time: 2263.6 ms [2021-01-18 00:15:16 main:574] : INFO : Epoch 842 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 2383.46 ms [2021-01-18 00:15:18 main:574] : INFO : Epoch 843 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2319.6 ms [2021-01-18 00:15:21 main:574] : INFO : Epoch 844 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2325.3 ms [2021-01-18 00:15:23 main:574] : INFO : Epoch 845 | loss: 0.0311666 | val_loss: 0.0311703 | Time: 2300.02 ms [2021-01-18 00:15:25 main:574] : INFO : Epoch 846 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 2259.25 ms [2021-01-18 00:15:28 main:574] : INFO : Epoch 847 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 2311.33 ms [2021-01-18 00:15:30 main:574] : INFO : Epoch 848 | loss: 0.0311669 | val_loss: 0.031172 | Time: 2304.6 ms [2021-01-18 00:15:32 main:574] : INFO : Epoch 849 | loss: 0.0311692 | val_loss: 0.0311697 | Time: 2217.1 ms [2021-01-18 00:15:34 main:574] : INFO : Epoch 850 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 2264.18 ms [2021-01-18 00:15:37 main:574] : INFO : Epoch 851 | loss: 0.0311681 | val_loss: 0.0311682 | Time: 2325.6 ms [2021-01-18 00:15:39 main:574] : INFO : Epoch 852 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2251.37 ms [2021-01-18 00:15:41 main:574] : INFO : Epoch 853 | loss: 0.031167 | val_loss: 0.0311696 | Time: 2338.81 ms [2021-01-18 00:15:44 main:574] : INFO : Epoch 854 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2359.13 ms [2021-01-18 00:15:46 main:574] : INFO : Epoch 855 | loss: 0.0311657 | val_loss: 0.0311682 | Time: 2301.27 ms [2021-01-18 00:15:48 main:574] : INFO : Epoch 856 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 2343.38 ms [2021-01-18 00:15:51 main:574] : INFO : Epoch 857 | loss: 0.0311707 | val_loss: 0.0311712 | Time: 2296.63 ms [2021-01-18 00:15:53 main:574] : INFO : Epoch 858 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 2264.68 ms [2021-01-18 00:15:55 main:574] : INFO : Epoch 859 | loss: 0.0311679 | val_loss: 0.031169 | Time: 2335.31 ms [2021-01-18 00:15:58 main:574] : INFO : Epoch 860 | loss: 0.031166 | val_loss: 0.0311711 | Time: 2265.52 ms [2021-01-18 00:16:00 main:574] : INFO : Epoch 861 | loss: 0.0311671 | val_loss: 0.0311699 | Time: 2440.75 ms [2021-01-18 00:16:03 main:574] : INFO : Epoch 862 | loss: 0.0311681 | val_loss: 0.0311685 | Time: 2231.91 ms [2021-01-18 00:16:05 main:574] : INFO : Epoch 863 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 2253.2 ms [2021-01-18 00:16:07 main:574] : INFO : Epoch 864 | loss: 0.0311665 | val_loss: 0.0311709 | Time: 2236.29 ms [2021-01-18 00:16:09 main:574] : INFO : Epoch 865 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2227.15 ms [2021-01-18 00:16:12 main:574] : INFO : Epoch 866 | loss: 0.0311691 | val_loss: 0.0311749 | Time: 2334.09 ms [2021-01-18 00:16:14 main:574] : INFO : Epoch 867 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 2317.57 ms [2021-01-18 00:16:16 main:574] : INFO : Epoch 868 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2266.16 ms [2021-01-18 00:16:19 main:574] : INFO : Epoch 869 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 2305.81 ms [2021-01-18 00:16:21 main:574] : INFO : Epoch 870 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 2265.87 ms [2021-01-18 00:16:23 main:574] : INFO : Epoch 871 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 2321.24 ms [2021-01-18 00:16:25 main:574] : INFO : Epoch 872 | loss: 0.0311666 | val_loss: 0.0311708 | Time: 2261.13 ms [2021-01-18 00:16:28 main:574] : INFO : Epoch 873 | loss: 0.0311662 | val_loss: 0.0311678 | Time: 2263.45 ms [2021-01-18 00:16:30 main:574] : INFO : Epoch 874 | loss: 0.0311654 | val_loss: 0.0311698 | Time: 2234.73 ms [2021-01-18 00:16:32 main:574] : INFO : Epoch 875 | loss: 0.0311659 | val_loss: 0.0311689 | Time: 2264.28 ms [2021-01-18 00:16:35 main:574] : INFO : Epoch 876 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 2215.4 ms [2021-01-18 00:16:37 main:574] : INFO : Epoch 877 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2291.53 ms [2021-01-18 00:16:39 main:574] : INFO : Epoch 878 | loss: 0.0311719 | val_loss: 0.0311777 | Time: 2297.04 ms [2021-01-18 00:16:41 main:574] : INFO : Epoch 879 | loss: 0.0311706 | val_loss: 0.0311786 | Time: 2279.61 ms [2021-01-18 00:16:44 main:574] : INFO : Epoch 880 | loss: 0.0311664 | val_loss: 0.0311696 | Time: 2311.82 ms [2021-01-18 00:16:46 main:574] : INFO : Epoch 881 | loss: 0.0311649 | val_loss: 0.0311692 | Time: 2273.27 ms [2021-01-18 00:16:48 main:574] : INFO : Epoch 882 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2257.78 ms [2021-01-18 00:16:51 main:574] : INFO : Epoch 883 | loss: 0.0311696 | val_loss: 0.0311807 | Time: 2312.22 ms [2021-01-18 00:16:53 main:574] : INFO : Epoch 884 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 2265.63 ms [2021-01-18 00:16:55 main:574] : INFO : Epoch 885 | loss: 0.0311692 | val_loss: 0.0311684 | Time: 2289.65 ms [2021-01-18 00:16:58 main:574] : INFO : Epoch 886 | loss: 0.031167 | val_loss: 0.0311687 | Time: 2296.59 ms [2021-01-18 00:17:00 main:574] : INFO : Epoch 887 | loss: 0.0311685 | val_loss: 0.0311682 | Time: 2344.17 ms [2021-01-18 00:17:02 main:574] : INFO : Epoch 888 | loss: 0.0311673 | val_loss: 0.0311694 | Time: 2258.47 ms [2021-01-18 00:17:05 main:574] : INFO : Epoch 889 | loss: 0.0311656 | val_loss: 0.0311704 | Time: 2241.18 ms [2021-01-18 00:17:07 main:574] : INFO : Epoch 890 | loss: 0.031171 | val_loss: 0.0311719 | Time: 2268.44 ms [2021-01-18 00:17:09 main:574] : INFO : Epoch 891 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 2230.02 ms [2021-01-18 00:17:11 main:574] : INFO : Epoch 892 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 2191.78 ms [2021-01-18 00:17:14 main:574] : INFO : Epoch 893 | loss: 0.0311691 | val_loss: 0.0311694 | Time: 2286.3 ms [2021-01-18 00:17:16 main:574] : INFO : Epoch 894 | loss: 0.0311666 | val_loss: 0.0311761 | Time: 2358.73 ms [2021-01-18 00:17:18 main:574] : INFO : Epoch 895 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 2196.98 ms [2021-01-18 00:17:20 main:574] : INFO : Epoch 896 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 2242.8 ms [2021-01-18 00:17:23 main:574] : INFO : Epoch 897 | loss: 0.031169 | val_loss: 0.0311727 | Time: 2372.26 ms [2021-01-18 00:17:25 main:574] : INFO : Epoch 898 | loss: 0.0311645 | val_loss: 0.031169 | Time: 2286.38 ms [2021-01-18 00:17:27 main:574] : INFO : Epoch 899 | loss: 0.0311648 | val_loss: 0.0311693 | Time: 2278.15 ms [2021-01-18 00:17:30 main:574] : INFO : Epoch 900 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2261.82 ms [2021-01-18 00:17:32 main:574] : INFO : Epoch 901 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 2268.72 ms [2021-01-18 00:17:34 main:574] : INFO : Epoch 902 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 2240.08 ms [2021-01-18 00:17:37 main:574] : INFO : Epoch 903 | loss: 0.0311655 | val_loss: 0.0311707 | Time: 2246.99 ms [2021-01-18 00:17:39 main:574] : INFO : Epoch 904 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2328.23 ms [2021-01-18 00:17:41 main:574] : INFO : Epoch 905 | loss: 0.031165 | val_loss: 0.0311716 | Time: 2280.64 ms [2021-01-18 00:17:44 main:574] : INFO : Epoch 906 | loss: 0.031165 | val_loss: 0.0311734 | Time: 2330.16 ms [2021-01-18 00:17:46 main:574] : INFO : Epoch 907 | loss: 0.031167 | val_loss: 0.0311748 | Time: 2323.53 ms [2021-01-18 00:17:48 main:574] : INFO : Epoch 908 | loss: 0.0311696 | val_loss: 0.0311712 | Time: 2291.87 ms [2021-01-18 00:17:50 main:574] : INFO : Epoch 909 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 2235.57 ms [2021-01-18 00:17:53 main:574] : INFO : Epoch 910 | loss: 0.0311655 | val_loss: 0.0311688 | Time: 2320.38 ms [2021-01-18 00:17:55 main:574] : INFO : Epoch 911 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 2335.76 ms [2021-01-18 00:17:57 main:574] : INFO : Epoch 912 | loss: 0.0311662 | val_loss: 0.031169 | Time: 2285.97 ms [2021-01-18 00:18:00 main:574] : INFO : Epoch 913 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 2312.05 ms [2021-01-18 00:18:02 main:574] : INFO : Epoch 914 | loss: 0.031164 | val_loss: 0.0311701 | Time: 2245.49 ms [2021-01-18 00:18:04 main:574] : INFO : Epoch 915 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 2260.65 ms [2021-01-18 00:18:07 main:574] : INFO : Epoch 916 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 2279.93 ms [2021-01-18 00:18:09 main:574] : INFO : Epoch 917 | loss: 0.0311685 | val_loss: 0.0311715 | Time: 2237.53 ms [2021-01-18 00:18:11 main:574] : INFO : Epoch 918 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 2290.65 ms [2021-01-18 00:18:14 main:574] : INFO : Epoch 919 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 2293.51 ms [2021-01-18 00:18:16 main:574] : INFO : Epoch 920 | loss: 0.0311635 | val_loss: 0.0311703 | Time: 2314.3 ms [2021-01-18 00:18:18 main:574] : INFO : Epoch 921 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2323.1 ms [2021-01-18 00:18:20 main:574] : INFO : Epoch 922 | loss: 0.0311647 | val_loss: 0.0311704 | Time: 2270.8 ms [2021-01-18 00:18:23 main:574] : INFO : Epoch 923 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 2296.52 ms [2021-01-18 00:18:25 main:574] : INFO : Epoch 924 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 2343.61 ms [2021-01-18 00:18:27 main:574] : INFO : Epoch 925 | loss: 0.0311651 | val_loss: 0.0311695 | Time: 2252.58 ms [2021-01-18 00:18:30 main:574] : INFO : Epoch 926 | loss: 0.0311645 | val_loss: 0.0311697 | Time: 2330.64 ms [2021-01-18 00:18:32 main:574] : INFO : Epoch 927 | loss: 0.0311637 | val_loss: 0.0311715 | Time: 2262.86 ms [2021-01-18 00:18:34 main:574] : INFO : Epoch 928 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 2280.44 ms [2021-01-18 00:18:37 main:574] : INFO : Epoch 929 | loss: 0.0311681 | val_loss: 0.0311739 | Time: 2307.69 ms [2021-01-18 00:18:39 main:574] : INFO : Epoch 930 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 2319.23 ms [2021-01-18 00:18:41 main:574] : INFO : Epoch 931 | loss: 0.0311705 | val_loss: 0.031173 | Time: 2444.37 ms [2021-01-18 00:18:44 main:574] : INFO : Epoch 932 | loss: 0.031172 | val_loss: 0.031173 | Time: 2349.72 ms [2021-01-18 00:18:46 main:574] : INFO : Epoch 933 | loss: 0.0311733 | val_loss: 0.0311793 | Time: 2322.95 ms [2021-01-18 00:18:48 main:574] : INFO : Epoch 934 | loss: 0.0311722 | val_loss: 0.0311739 | Time: 2246.4 ms [2021-01-18 00:18:51 main:574] : INFO : Epoch 935 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 2246.82 ms [2021-01-18 00:18:53 main:574] : INFO : Epoch 936 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 2223.46 ms [2021-01-18 00:18:55 main:574] : INFO : Epoch 937 | loss: 0.0311667 | val_loss: 0.0311706 | Time: 2346.5 ms [2021-01-18 00:18:58 main:574] : INFO : Epoch 938 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 2259.79 ms [2021-01-18 00:19:00 main:574] : INFO : Epoch 939 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 2328.36 ms [2021-01-18 00:19:02 main:574] : INFO : Epoch 940 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 2342.13 ms [2021-01-18 00:19:05 main:574] : INFO : Epoch 941 | loss: 0.031168 | val_loss: 0.0311765 | Time: 2337.17 ms [2021-01-18 00:19:07 main:574] : INFO : Epoch 942 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 2252.39 ms [2021-01-18 00:19:09 main:574] : INFO : Epoch 943 | loss: 0.0311667 | val_loss: 0.0311727 | Time: 2183.05 ms [2021-01-18 00:19:11 main:574] : INFO : Epoch 944 | loss: 0.0311669 | val_loss: 0.0311716 | Time: 2210.77 ms [2021-01-18 00:19:14 main:574] : INFO : Epoch 945 | loss: 0.0311672 | val_loss: 0.0311717 | Time: 2365.12 ms [2021-01-18 00:19:16 main:574] : INFO : Epoch 946 | loss: 0.031167 | val_loss: 0.0311732 | Time: 2250.08 ms [2021-01-18 00:19:18 main:574] : INFO : Epoch 947 | loss: 0.0311681 | val_loss: 0.0311782 | Time: 2274.2 ms [2021-01-18 00:19:21 main:574] : INFO : Epoch 948 | loss: 0.0311681 | val_loss: 0.0311748 | Time: 2248.5 ms [2021-01-18 00:19:23 main:574] : INFO : Epoch 949 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 2360.66 ms [2021-01-18 00:19:25 main:574] : INFO : Epoch 950 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 2355.64 ms [2021-01-18 00:19:28 main:574] : INFO : Epoch 951 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 2250.75 ms [2021-01-18 00:19:30 main:574] : INFO : Epoch 952 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 2300.37 ms [2021-01-18 00:19:32 main:574] : INFO : Epoch 953 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2280.98 ms [2021-01-18 00:19:35 main:574] : INFO : Epoch 954 | loss: 0.0311668 | val_loss: 0.0311722 | Time: 2319.27 ms [2021-01-18 00:19:37 main:574] : INFO : Epoch 955 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 2282.25 ms [2021-01-18 00:19:39 main:574] : INFO : Epoch 956 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2370.55 ms [2021-01-18 00:19:42 main:574] : INFO : Epoch 957 | loss: 0.0311672 | val_loss: 0.0311819 | Time: 2276.71 ms [2021-01-18 00:19:44 main:574] : INFO : Epoch 958 | loss: 0.0311665 | val_loss: 0.0311737 | Time: 2399.19 ms [2021-01-18 00:19:46 main:574] : INFO : Epoch 959 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 2309.52 ms [2021-01-18 00:19:49 main:574] : INFO : Epoch 960 | loss: 0.0311665 | val_loss: 0.0311714 | Time: 2206.2 ms [2021-01-18 00:19:51 main:574] : INFO : Epoch 961 | loss: 0.0311669 | val_loss: 0.0311744 | Time: 2323.74 ms [2021-01-18 00:19:53 main:574] : INFO : Epoch 962 | loss: 0.0311659 | val_loss: 0.0311703 | Time: 2320.64 ms [2021-01-18 00:19:56 main:574] : INFO : Epoch 963 | loss: 0.0311671 | val_loss: 0.0311732 | Time: 2293.12 ms [2021-01-18 00:19:58 main:574] : INFO : Epoch 964 | loss: 0.031166 | val_loss: 0.0311718 | Time: 2282.34 ms [2021-01-18 00:20:00 main:574] : INFO : Epoch 965 | loss: 0.031166 | val_loss: 0.0311718 | Time: 2297.99 ms [2021-01-18 00:20:03 main:574] : INFO : Epoch 966 | loss: 0.0311657 | val_loss: 0.0311717 | Time: 2308.56 ms [2021-01-18 00:20:05 main:574] : INFO : Epoch 967 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 2328.16 ms [2021-01-18 00:20:07 main:574] : INFO : Epoch 968 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 2206.08 ms [2021-01-18 00:20:09 main:574] : INFO : Epoch 969 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 2303.83 ms [2021-01-18 00:20:12 main:574] : INFO : Epoch 970 | loss: 0.031164 | val_loss: 0.0311718 | Time: 2254.24 ms [2021-01-18 00:20:14 main:574] : INFO : Epoch 971 | loss: 0.031164 | val_loss: 0.0311715 | Time: 2308.19 ms [2021-01-18 00:20:16 main:574] : INFO : Epoch 972 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 2361.62 ms [2021-01-18 00:20:19 main:574] : INFO : Epoch 973 | loss: 0.0311641 | val_loss: 0.031171 | Time: 2262.73 ms [2021-01-18 00:20:21 main:574] : INFO : Epoch 974 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 2315.47 ms [2021-01-18 00:20:23 main:574] : INFO : Epoch 975 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 2449.16 ms [2021-01-18 00:20:26 main:574] : INFO : Epoch 976 | loss: 0.0311674 | val_loss: 0.0311753 | Time: 2296.4 ms [2021-01-18 00:20:28 main:574] : INFO : Epoch 977 | loss: 0.0311652 | val_loss: 0.0311709 | Time: 2307.02 ms [2021-01-18 00:20:30 main:574] : INFO : Epoch 978 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 2333.06 ms [2021-01-18 00:20:33 main:574] : INFO : Epoch 979 | loss: 0.031164 | val_loss: 0.0311707 | Time: 2303.45 ms [2021-01-18 00:20:35 main:574] : INFO : Epoch 980 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 2305.83 ms [2021-01-18 00:20:37 main:574] : INFO : Epoch 981 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 2280.94 ms [2021-01-18 00:20:40 main:574] : INFO : Epoch 982 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 2265.26 ms [2021-01-18 00:20:42 main:574] : INFO : Epoch 983 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 2334.67 ms [2021-01-18 00:20:44 main:574] : INFO : Epoch 984 | loss: 0.031164 | val_loss: 0.0311716 | Time: 2253.94 ms [2021-01-18 00:20:47 main:574] : INFO : Epoch 985 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 2272.95 ms [2021-01-18 00:20:49 main:574] : INFO : Epoch 986 | loss: 0.0311669 | val_loss: 0.0311796 | Time: 2309.08 ms [2021-01-18 00:20:51 main:574] : INFO : Epoch 987 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2283.34 ms [2021-01-18 00:20:54 main:574] : INFO : Epoch 988 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 2271.6 ms [2021-01-18 00:20:56 main:574] : INFO : Epoch 989 | loss: 0.031164 | val_loss: 0.0311703 | Time: 2299.58 ms [2021-01-18 00:20:58 main:574] : INFO : Epoch 990 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 2275.24 ms [2021-01-18 00:21:00 main:574] : INFO : Epoch 991 | loss: 0.0311641 | val_loss: 0.0311693 | Time: 2270.54 ms [2021-01-18 00:21:03 main:574] : INFO : Epoch 992 | loss: 0.0311636 | val_loss: 0.0311689 | Time: 2346.43 ms [2021-01-18 00:21:05 main:574] : INFO : Epoch 993 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 2275.54 ms [2021-01-18 00:21:07 main:574] : INFO : Epoch 994 | loss: 0.0311654 | val_loss: 0.0311729 | Time: 2272.29 ms [2021-01-18 00:21:10 main:574] : INFO : Epoch 995 | loss: 0.0311694 | val_loss: 0.0311774 | Time: 2288.37 ms [2021-01-18 00:21:12 main:574] : INFO : Epoch 996 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 2252.75 ms [2021-01-18 00:21:14 main:574] : INFO : Epoch 997 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 2182.14 ms [2021-01-18 00:21:17 main:574] : INFO : Epoch 998 | loss: 0.0311678 | val_loss: 0.0311783 | Time: 2292.46 ms [2021-01-18 00:21:19 main:574] : INFO : Epoch 999 | loss: 0.0311688 | val_loss: 0.0311716 | Time: 2291.56 ms [2021-01-18 00:21:21 main:574] : INFO : Epoch 1000 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2282.38 ms [2021-01-18 00:21:23 main:574] : INFO : Epoch 1001 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 2250.18 ms [2021-01-18 00:21:26 main:574] : INFO : Epoch 1002 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 2335.97 ms [2021-01-18 00:21:28 main:574] : INFO : Epoch 1003 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 2276.74 ms [2021-01-18 00:21:30 main:574] : INFO : Epoch 1004 | loss: 0.031165 | val_loss: 0.0311713 | Time: 2334.06 ms [2021-01-18 00:21:33 main:574] : INFO : Epoch 1005 | loss: 0.0311634 | val_loss: 0.0311732 | Time: 2291.69 ms [2021-01-18 00:21:35 main:574] : INFO : Epoch 1006 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 2288.88 ms [2021-01-18 00:21:37 main:574] : INFO : Epoch 1007 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 2249.85 ms [2021-01-18 00:21:40 main:574] : INFO : Epoch 1008 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 2285.73 ms [2021-01-18 00:21:42 main:574] : INFO : Epoch 1009 | loss: 0.0311588 | val_loss: 0.0311683 | Time: 2342.87 ms [2021-01-18 00:21:44 main:574] : INFO : Epoch 1010 | loss: 0.0311595 | val_loss: 0.031173 | Time: 2274.37 ms [2021-01-18 00:21:47 main:574] : INFO : Epoch 1011 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2237.21 ms [2021-01-18 00:21:49 main:574] : INFO : Epoch 1012 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 2278.9 ms [2021-01-18 00:21:51 main:574] : INFO : Epoch 1013 | loss: 0.0311604 | val_loss: 0.0311667 | Time: 2231.59 ms [2021-01-18 00:21:53 main:574] : INFO : Epoch 1014 | loss: 0.0311585 | val_loss: 0.0311661 | Time: 2225.12 ms [2021-01-18 00:21:56 main:574] : INFO : Epoch 1015 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 2236.33 ms [2021-01-18 00:21:58 main:574] : INFO : Epoch 1016 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 2326.91 ms [2021-01-18 00:22:00 main:574] : INFO : Epoch 1017 | loss: 0.0311584 | val_loss: 0.031166 | Time: 2263.92 ms [2021-01-18 00:22:03 main:574] : INFO : Epoch 1018 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 2260.88 ms [2021-01-18 00:22:05 main:574] : INFO : Epoch 1019 | loss: 0.031157 | val_loss: 0.0311688 | Time: 2308.1 ms [2021-01-18 00:22:07 main:574] : INFO : Epoch 1020 | loss: 0.0311582 | val_loss: 0.0311675 | Time: 2296.22 ms [2021-01-18 00:22:09 main:574] : INFO : Epoch 1021 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 2249.13 ms [2021-01-18 00:22:12 main:574] : INFO : Epoch 1022 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 2345.6 ms [2021-01-18 00:22:14 main:574] : INFO : Epoch 1023 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 2323.64 ms [2021-01-18 00:22:16 main:574] : INFO : Epoch 1024 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 2162.43 ms [2021-01-18 00:22:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311673 [2021-01-18 00:22:16 main:603] : INFO : Saving end state to config to file [2021-01-18 00:22:16 main:608] : INFO : Success, exiting.. 00:22:16 (26148): 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)