Task 3320307
| Name | ParityModified-1605453385-12242-6_0 |
| Workunit | 1586763 |
| Created | 17 Dec 2020, 11:09:40 UTC |
| Sent | 20 Dec 2020, 19:29:28 UTC |
| Report deadline | 27 Dec 2020, 19:29:28 UTC |
| Received | 22 Dec 2020, 13:47:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 4 hours 46 min 30 sec |
| CPU time | 41 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> :26 main:574] : INFO : Epoch 514 | loss: 0.0311765 | val_loss: 0.0311797 | Time: 2526.81 ms [2020-12-22 00:20:29 main:574] : INFO : Epoch 515 | loss: 0.0311757 | val_loss: 0.0311802 | Time: 2500.04 ms [2020-12-22 00:20:31 main:574] : INFO : Epoch 516 | loss: 0.031175 | val_loss: 0.0311785 | Time: 2514.99 ms [2020-12-22 00:20:34 main:574] : INFO : Epoch 517 | loss: 0.0311779 | val_loss: 0.0311799 | Time: 2512.04 ms [2020-12-22 00:20:36 main:574] : INFO : Epoch 518 | loss: 0.0311756 | val_loss: 0.0311803 | Time: 2515.85 ms [2020-12-22 00:20:39 main:574] : INFO : Epoch 519 | loss: 0.0311747 | val_loss: 0.0311792 | Time: 2513.64 ms [2020-12-22 00:20:41 main:574] : INFO : Epoch 520 | loss: 0.0311758 | val_loss: 0.031181 | Time: 2513.9 ms [2020-12-22 00:20:44 main:574] : INFO : Epoch 521 | loss: 0.0311766 | val_loss: 0.0311786 | Time: 2495.17 ms [2020-12-22 00:20:46 main:574] : INFO : Epoch 522 | loss: 0.0311744 | val_loss: 0.0311784 | Time: 2510.98 ms [2020-12-22 00:20:49 main:574] : INFO : Epoch 523 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 2514.22 ms [2020-12-22 00:20:52 main:574] : INFO : Epoch 524 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 2516.73 ms [2020-12-22 00:20:54 main:574] : INFO : Epoch 525 | loss: 0.0311726 | val_loss: 0.0311769 | Time: 2499.68 ms [2020-12-22 00:20:57 main:574] : INFO : Epoch 526 | loss: 0.0311721 | val_loss: 0.0311777 | Time: 2518.36 ms [2020-12-22 00:20:59 main:574] : INFO : Epoch 527 | loss: 0.0311724 | val_loss: 0.0311782 | Time: 2506.86 ms [2020-12-22 00:21:02 main:574] : INFO : Epoch 528 | loss: 0.0311732 | val_loss: 0.0311773 | Time: 2514.79 ms [2020-12-22 00:21:04 main:574] : INFO : Epoch 529 | loss: 0.0311741 | val_loss: 0.0311799 | Time: 2508.15 ms [2020-12-22 00:21:07 main:574] : INFO : Epoch 530 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 2517.49 ms [2020-12-22 00:21:09 main:574] : INFO : Epoch 531 | loss: 0.0311724 | val_loss: 0.0311755 | Time: 2514.27 ms [2020-12-22 00:21:12 main:574] : INFO : Epoch 532 | loss: 0.0311727 | val_loss: 0.0311763 | Time: 2499.87 ms [2020-12-22 00:21:14 main:574] : INFO : Epoch 533 | loss: 0.031173 | val_loss: 0.0311745 | Time: 2512.8 ms [2020-12-22 00:21:17 main:574] : INFO : Epoch 534 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 2502.98 ms [2020-12-22 00:21:19 main:574] : INFO : Epoch 535 | loss: 0.0311748 | val_loss: 0.0311738 | Time: 2510.25 ms [2020-12-22 00:21:22 main:574] : INFO : Epoch 536 | loss: 0.0311744 | val_loss: 0.031175 | Time: 2511.98 ms [2020-12-22 00:21:24 main:574] : INFO : Epoch 537 | loss: 0.0311733 | val_loss: 0.031174 | Time: 2509.11 ms [2020-12-22 00:21:27 main:574] : INFO : Epoch 538 | loss: 0.0311731 | val_loss: 0.0311721 | Time: 2510.85 ms [2020-12-22 00:21:29 main:574] : INFO : Epoch 539 | loss: 0.0311746 | val_loss: 0.0311726 | Time: 2531.41 ms [2020-12-22 00:21:32 main:574] : INFO : Epoch 540 | loss: 0.0311743 | val_loss: 0.0311745 | Time: 2527.57 ms [2020-12-22 00:21:34 main:574] : INFO : Epoch 541 | loss: 0.0311747 | val_loss: 0.0311718 | Time: 2578.47 ms [2020-12-22 00:21:37 main:574] : INFO : Epoch 542 | loss: 0.031173 | val_loss: 0.031171 | Time: 2515.1 ms [2020-12-22 00:21:39 main:574] : INFO : Epoch 543 | loss: 0.0311776 | val_loss: 0.0311848 | Time: 2525.13 ms [2020-12-22 00:21:42 main:574] : INFO : Epoch 544 | loss: 0.0311752 | val_loss: 0.0311715 | Time: 2515.41 ms [2020-12-22 00:21:45 main:574] : INFO : Epoch 545 | loss: 0.031172 | val_loss: 0.0311744 | Time: 2514.23 ms [2020-12-22 00:21:47 main:574] : INFO : Epoch 546 | loss: 0.0311733 | val_loss: 0.0311712 | Time: 2506.99 ms [2020-12-22 00:21:50 main:574] : INFO : Epoch 547 | loss: 0.0311715 | val_loss: 0.0311697 | Time: 2509.63 ms [2020-12-22 00:21:52 main:574] : INFO : Epoch 548 | loss: 0.0311713 | val_loss: 0.0311701 | Time: 2502.79 ms [2020-12-22 00:21:55 main:574] : INFO : Epoch 549 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 2509.93 ms [2020-12-22 00:21:57 main:574] : INFO : Epoch 550 | loss: 0.0311713 | val_loss: 0.0311706 | Time: 2503.02 ms [2020-12-22 00:22:00 main:574] : INFO : Epoch 551 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 2523 ms [2020-12-22 00:22:02 main:574] : INFO : Epoch 552 | loss: 0.0311729 | val_loss: 0.0311746 | Time: 2604.88 ms [2020-12-22 00:22:05 main:574] : INFO : Epoch 553 | loss: 0.0311725 | val_loss: 0.0311707 | Time: 2939.85 ms [2020-12-22 00:22:08 main:574] : INFO : Epoch 554 | loss: 0.0311707 | val_loss: 0.0311703 | Time: 2513.94 ms [2020-12-22 00:22:10 main:574] : INFO : Epoch 555 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 2515.42 ms [2020-12-22 00:22:13 main:574] : INFO : Epoch 556 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 2517.76 ms [2020-12-22 00:22:15 main:574] : INFO : Epoch 557 | loss: 0.031172 | val_loss: 0.031171 | Time: 2499.8 ms [2020-12-22 00:22:18 main:574] : INFO : Epoch 558 | loss: 0.0311716 | val_loss: 0.0311694 | Time: 2511.32 ms [2020-12-22 00:22:20 main:574] : INFO : Epoch 559 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 2518.41 ms [2020-12-22 00:22:23 main:574] : INFO : Epoch 560 | loss: 0.0311728 | val_loss: 0.0311727 | Time: 2496.4 ms [2020-12-22 00:22:25 main:574] : INFO : Epoch 561 | loss: 0.0311697 | val_loss: 0.0311698 | Time: 2505.84 ms [2020-12-22 00:22:28 main:574] : INFO : Epoch 562 | loss: 0.03117 | val_loss: 0.0311702 | Time: 2515.29 ms [2020-12-22 00:22:30 main:574] : INFO : Epoch 563 | loss: 0.0311692 | val_loss: 0.0311703 | Time: 2523.22 ms [2020-12-22 00:22:33 main:574] : INFO : Epoch 564 | loss: 0.0311693 | val_loss: 0.031169 | Time: 2520.95 ms [2020-12-22 00:22:35 main:574] : INFO : Epoch 565 | loss: 0.0311691 | val_loss: 0.0311715 | Time: 2505.38 ms [2020-12-22 00:22:38 main:574] : INFO : Epoch 566 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 2497.81 ms [2020-12-22 00:22:40 main:574] : INFO : Epoch 567 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 2508.7 ms [2020-12-22 00:22:43 main:574] : INFO : Epoch 568 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 2507.66 ms [2020-12-22 00:22:45 main:574] : INFO : Epoch 569 | loss: 0.0311679 | val_loss: 0.0311717 | Time: 2508.3 ms [2020-12-22 00:22:48 main:574] : INFO : Epoch 570 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2534.38 ms [2020-12-22 00:22:50 main:574] : INFO : Epoch 571 | loss: 0.0311694 | val_loss: 0.0311697 | Time: 2509.48 ms [2020-12-22 00:22:53 main:574] : INFO : Epoch 572 | loss: 0.0311688 | val_loss: 0.0311696 | Time: 2516.72 ms [2020-12-22 00:22:56 main:574] : INFO : Epoch 573 | loss: 0.0311676 | val_loss: 0.0311688 | Time: 2536.25 ms [2020-12-22 00:22:58 main:574] : INFO : Epoch 574 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 2528.17 ms [2020-12-22 00:23:01 main:574] : INFO : Epoch 575 | loss: 0.0311682 | val_loss: 0.0311705 | Time: 2558.5 ms [2020-12-22 00:23:03 main:574] : INFO : Epoch 576 | loss: 0.0311684 | val_loss: 0.0311694 | Time: 2540.38 ms [2020-12-22 00:23:06 main:574] : INFO : Epoch 577 | loss: 0.0311718 | val_loss: 0.0311698 | Time: 2559.3 ms [2020-12-22 00:23:08 main:574] : INFO : Epoch 578 | loss: 0.0311693 | val_loss: 0.031169 | Time: 2545.98 ms [2020-12-22 00:23:11 main:574] : INFO : Epoch 579 | loss: 0.0311677 | val_loss: 0.0311705 | Time: 2555.97 ms [2020-12-22 00:23:13 main:574] : INFO : Epoch 580 | loss: 0.0311677 | val_loss: 0.0311692 | Time: 2547.57 ms [2020-12-22 00:23:16 main:574] : INFO : Epoch 581 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 2576.95 ms [2020-12-22 00:23:19 main:574] : INFO : Epoch 582 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 2530.5 ms [2020-12-22 00:23:21 main:574] : INFO : Epoch 583 | loss: 0.03117 | val_loss: 0.0311724 | Time: 2542.43 ms [2020-12-22 00:23:24 main:574] : INFO : Epoch 584 | loss: 0.0311683 | val_loss: 0.0311701 | Time: 2550.67 ms [2020-12-22 00:23:26 main:574] : INFO : Epoch 585 | loss: 0.0311672 | val_loss: 0.0311682 | Time: 2551.36 ms [2020-12-22 00:23:29 main:574] : INFO : Epoch 586 | loss: 0.0311667 | val_loss: 0.031168 | Time: 2553.38 ms [2020-12-22 00:23:31 main:574] : INFO : Epoch 587 | loss: 0.0311681 | val_loss: 0.031172 | Time: 2529.89 ms [2020-12-22 00:23:34 main:574] : INFO : Epoch 588 | loss: 0.0311669 | val_loss: 0.031168 | Time: 2538.65 ms [2020-12-22 00:23:36 main:574] : INFO : Epoch 589 | loss: 0.0311665 | val_loss: 0.0311677 | Time: 2559.25 ms [2020-12-22 00:23:39 main:574] : INFO : Epoch 590 | loss: 0.0311665 | val_loss: 0.0311704 | Time: 2564.99 ms [2020-12-22 00:23:42 main:574] : INFO : Epoch 591 | loss: 0.0311669 | val_loss: 0.0311686 | Time: 2537.8 ms [2020-12-22 00:23:44 main:574] : INFO : Epoch 592 | loss: 0.0311686 | val_loss: 0.0311695 | Time: 2527.33 ms [2020-12-22 00:23:47 main:574] : INFO : Epoch 593 | loss: 0.0311675 | val_loss: 0.0311695 | Time: 2532.62 ms [2020-12-22 00:23:49 main:574] : INFO : Epoch 594 | loss: 0.0311663 | val_loss: 0.0311704 | Time: 2536.44 ms [2020-12-22 00:23:52 main:574] : INFO : Epoch 595 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 2531.05 ms [2020-12-22 00:23:54 main:574] : INFO : Epoch 596 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 2540.81 ms [2020-12-22 00:23:57 main:574] : INFO : Epoch 597 | loss: 0.0311674 | val_loss: 0.0311716 | Time: 2540.13 ms [2020-12-22 00:23:59 main:574] : INFO : Epoch 598 | loss: 0.0311684 | val_loss: 0.0311705 | Time: 2522.17 ms [2020-12-22 00:24:02 main:574] : INFO : Epoch 599 | loss: 0.0311656 | val_loss: 0.0311702 | Time: 2586.22 ms [2020-12-22 00:24:04 main:574] : INFO : Epoch 600 | loss: 0.0311659 | val_loss: 0.0311697 | Time: 2530.78 ms [2020-12-22 00:24:07 main:574] : INFO : Epoch 601 | loss: 0.0311667 | val_loss: 0.0311683 | Time: 2545.8 ms [2020-12-22 00:24:09 main:574] : INFO : Epoch 602 | loss: 0.0311661 | val_loss: 0.0311694 | Time: 2550.52 ms [2020-12-22 00:24:12 main:574] : INFO : Epoch 603 | loss: 0.0311655 | val_loss: 0.0311685 | Time: 2546.76 ms [2020-12-22 00:24:15 main:574] : INFO : Epoch 604 | loss: 0.031166 | val_loss: 0.0311684 | Time: 2538.69 ms [2020-12-22 00:24:17 main:574] : INFO : Epoch 605 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 2551.96 ms [2020-12-22 00:24:20 main:574] : INFO : Epoch 606 | loss: 0.0311682 | val_loss: 0.0311704 | Time: 2556.19 ms [2020-12-22 00:24:22 main:574] : INFO : Epoch 607 | loss: 0.0311664 | val_loss: 0.0311681 | Time: 2551.54 ms [2020-12-22 00:24:25 main:574] : INFO : Epoch 608 | loss: 0.0311656 | val_loss: 0.0311676 | Time: 2547.34 ms [2020-12-22 00:24:27 main:574] : INFO : Epoch 609 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2547.38 ms [2020-12-22 00:24:30 main:574] : INFO : Epoch 610 | loss: 0.0311662 | val_loss: 0.0311683 | Time: 2534.44 ms [2020-12-22 00:24:32 main:574] : INFO : Epoch 611 | loss: 0.0311671 | val_loss: 0.0311687 | Time: 2502.29 ms [2020-12-22 00:24:35 main:574] : INFO : Epoch 612 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 2506.05 ms [2020-12-22 00:24:37 main:574] : INFO : Epoch 613 | loss: 0.0311678 | val_loss: 0.0311705 | Time: 2475.8 ms [2020-12-22 00:25:01 main:574] : INFO : Epoch 614 | loss: 0.0311672 | val_loss: 0.0311687 | Time: 23587.4 ms [2020-12-22 00:25:04 main:574] : INFO : Epoch 615 | loss: 0.0311677 | val_loss: 0.0311687 | Time: 2885.99 ms [2020-12-22 00:25:06 main:574] : INFO : Epoch 616 | loss: 0.0311665 | val_loss: 0.0311685 | Time: 2494.83 ms [2020-12-22 00:25:09 main:574] : INFO : Epoch 617 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 2540.14 ms [2020-12-22 00:25:11 main:574] : INFO : Epoch 618 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 2554.35 ms [2020-12-22 00:25:14 main:574] : INFO : Epoch 619 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2554.05 ms [2020-12-22 00:25:17 main:574] : INFO : Epoch 620 | loss: 0.0311655 | val_loss: 0.0311699 | Time: 2550.24 ms [2020-12-22 00:25:19 main:574] : INFO : Epoch 621 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 2547.28 ms [2020-12-22 00:25:22 main:574] : INFO : Epoch 622 | loss: 0.0311646 | val_loss: 0.0311698 | Time: 2558.45 ms [2020-12-22 00:25:24 main:574] : INFO : Epoch 623 | loss: 0.0311644 | val_loss: 0.0311685 | Time: 2534.94 ms [2020-12-22 00:25:27 main:574] : INFO : Epoch 624 | loss: 0.0311647 | val_loss: 0.0311697 | Time: 2554.12 ms [2020-12-22 00:25:30 main:574] : INFO : Epoch 625 | loss: 0.0311654 | val_loss: 0.0311699 | Time: 2709.02 ms [2020-12-22 00:25:33 main:574] : INFO : Epoch 626 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 3002.02 ms [2020-12-22 00:25:38 main:574] : INFO : Epoch 627 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 5191.19 ms [2020-12-22 00:28:10 main:574] : INFO : Epoch 628 | loss: 0.0311651 | val_loss: 0.0311681 | Time: 151841 ms [2020-12-22 00:28:12 main:574] : INFO : Epoch 629 | loss: 0.0311642 | val_loss: 0.0311708 | Time: 2475.9 ms [2020-12-22 00:28:15 main:574] : INFO : Epoch 630 | loss: 0.0311657 | val_loss: 0.0311706 | Time: 2526.79 ms [2020-12-22 00:31:09 main:574] : INFO : Epoch 631 | loss: 0.031166 | val_loss: 0.0311692 | Time: 174729 ms [2020-12-22 00:35:09 main:574] : INFO : Epoch 632 | loss: 0.0311643 | val_loss: 0.0311681 | Time: 239833 ms [2020-12-22 00:42:59 main:574] : INFO : Epoch 633 | loss: 0.0311667 | val_loss: 0.03117 | Time: 468980 ms [2020-12-22 00:48:09 main:574] : INFO : Epoch 634 | loss: 0.0311687 | val_loss: 0.0311735 | Time: 310154 ms [2020-12-22 00:54:22 main:574] : INFO : Epoch 635 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 373074 ms [2020-12-22 01:00:40 main:574] : INFO : Epoch 636 | loss: 0.0311668 | val_loss: 0.0311693 | Time: 377594 ms [2020-12-22 01:06:35 main:574] : INFO : Epoch 637 | loss: 0.0311701 | val_loss: 0.0311892 | Time: 355015 ms [2020-12-22 01:11:58 main:574] : INFO : Epoch 638 | loss: 0.0311868 | val_loss: 0.0311975 | Time: 322916 ms [2020-12-22 01:20:16 main:574] : INFO : Epoch 639 | loss: 0.0312403 | val_loss: 0.0313627 | Time: 492784 ms [2020-12-22 01:28:00 main:574] : INFO : Epoch 640 | loss: 0.0323043 | val_loss: 0.0319627 | Time: 464262 ms [2020-12-22 01:38:13 main:574] : INFO : Epoch 641 | loss: 0.0320869 | val_loss: 0.0314409 | Time: 612683 ms [2020-12-22 01:46:53 main:574] : INFO : Epoch 642 | loss: 0.0313172 | val_loss: 0.0312408 | Time: 519970 ms [2020-12-22 01:55:41 main:574] : INFO : Epoch 643 | loss: 0.0312095 | val_loss: 0.0311873 | Time: 522477 ms [2020-12-22 02:03:09 main:574] : INFO : Epoch 644 | loss: 0.0311857 | val_loss: 0.0311837 | Time: 447639 ms [2020-12-22 02:07:25 main:574] : INFO : Epoch 645 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 256462 ms [2020-12-22 02:14:32 main:574] : INFO : Epoch 646 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 426275 ms [2020-12-22 02:25:26 main:574] : INFO : Epoch 647 | loss: 0.031173 | val_loss: 0.0311734 | Time: 654272 ms [2020-12-22 02:32:24 main:574] : INFO : Epoch 648 | loss: 0.031171 | val_loss: 0.0311722 | Time: 417939 ms [2020-12-22 02:39:51 main:574] : INFO : Epoch 649 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 436988 ms [2020-12-22 02:51:20 main:574] : INFO : Epoch 650 | loss: 0.0311694 | val_loss: 0.0311717 | Time: 685125 ms [2020-12-22 03:00:10 main:574] : INFO : Epoch 651 | loss: 0.0311696 | val_loss: 0.0311698 | Time: 529588 ms [2020-12-22 03:11:16 main:574] : INFO : Epoch 652 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 666141 ms [2020-12-22 03:22:37 main:574] : INFO : Epoch 653 | loss: 0.0311668 | val_loss: 0.0311692 | Time: 680387 ms [2020-12-22 03:31:38 main:574] : INFO : Epoch 654 | loss: 0.0311674 | val_loss: 0.031169 | Time: 536724 ms [2020-12-22 03:38:14 main:574] : INFO : Epoch 655 | loss: 0.0311674 | val_loss: 0.0311694 | Time: 395403 ms [2020-12-22 03:45:29 main:574] : INFO : Epoch 656 | loss: 0.0311669 | val_loss: 0.0311696 | Time: 435751 ms [2020-12-22 03:57:28 main:574] : INFO : Epoch 657 | loss: 0.0311661 | val_loss: 0.0311692 | Time: 718385 ms [2020-12-22 04:09:03 main:574] : INFO : Epoch 658 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 694642 ms [2020-12-22 04:13:52 main:574] : INFO : Epoch 659 | loss: 0.0311657 | val_loss: 0.031169 | Time: 289701 ms [2020-12-22 04:28:09 main:574] : INFO : Epoch 660 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 852051 ms [2020-12-22 04:29:10 main:574] : INFO : Epoch 661 | loss: 0.0311639 | val_loss: 0.0311699 | Time: 60067.5 ms [2020-12-22 04:29:24 main:574] : INFO : Epoch 662 | loss: 0.0311635 | val_loss: 0.0311693 | Time: 13744.1 ms [2020-12-22 04:29:35 main:574] : INFO : Epoch 663 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 11053.5 ms [2020-12-22 04:29:40 main:574] : INFO : Epoch 664 | loss: 0.031164 | val_loss: 0.0311694 | Time: 5231.52 ms [2020-12-22 04:29:49 main:574] : INFO : Epoch 665 | loss: 0.031165 | val_loss: 0.0311692 | Time: 8689.07 ms [2020-12-22 04:29:53 main:574] : INFO : Epoch 666 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 4166.51 ms [2020-12-22 04:29:56 main:574] : INFO : Epoch 667 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 2840.68 ms [2020-12-22 04:29:59 main:574] : INFO : Epoch 668 | loss: 0.0311638 | val_loss: 0.0311701 | Time: 2622.14 ms [2020-12-22 04:30:02 main:574] : INFO : Epoch 669 | loss: 0.0311634 | val_loss: 0.0311708 | Time: 2845.88 ms [2020-12-22 04:30:55 main:574] : INFO : Epoch 670 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 53070.6 ms [2020-12-22 04:30:57 main:574] : INFO : Epoch 671 | loss: 0.0311649 | val_loss: 0.0311694 | Time: 2590.79 ms [2020-12-22 04:31:00 main:574] : INFO : Epoch 672 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 2515.53 ms [2020-12-22 04:31:02 main:574] : INFO : Epoch 673 | loss: 0.0311632 | val_loss: 0.0311696 | Time: 2495.94 ms [2020-12-22 04:31:05 main:574] : INFO : Epoch 674 | loss: 0.0311643 | val_loss: 0.0311707 | Time: 2506.65 ms [2020-12-22 04:31:07 main:574] : INFO : Epoch 675 | loss: 0.0311627 | val_loss: 0.031168 | Time: 2463.67 ms [2020-12-22 04:31:10 main:574] : INFO : Epoch 676 | loss: 0.0311617 | val_loss: 0.031168 | Time: 2473.54 ms [2020-12-22 04:31:12 main:574] : INFO : Epoch 677 | loss: 0.0311677 | val_loss: 0.0311809 | Time: 2466.84 ms [2020-12-22 04:31:35 main:574] : INFO : Epoch 678 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 22661.7 ms [2020-12-22 04:31:37 main:574] : INFO : Epoch 679 | loss: 0.0311823 | val_loss: 0.0311827 | Time: 2545.57 ms [2020-12-22 04:31:40 main:574] : INFO : Epoch 680 | loss: 0.0311789 | val_loss: 0.0311815 | Time: 2491.89 ms [2020-12-22 04:31:43 main:574] : INFO : Epoch 681 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 2518.91 ms [2020-12-22 04:31:45 main:574] : INFO : Epoch 682 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 2481.07 ms [2020-12-22 04:31:47 main:574] : INFO : Epoch 683 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 2473.22 ms [2020-12-22 04:31:50 main:574] : INFO : Epoch 684 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 2486.87 ms [2020-12-22 04:31:52 main:574] : INFO : Epoch 685 | loss: 0.031174 | val_loss: 0.0311808 | Time: 2510.13 ms [2020-12-22 04:32:35 main:574] : INFO : Epoch 686 | loss: 0.0311724 | val_loss: 0.031178 | Time: 42516.3 ms [2020-12-22 04:32:38 main:574] : INFO : Epoch 687 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 2543.26 ms [2020-12-22 04:32:40 main:574] : INFO : Epoch 688 | loss: 0.031173 | val_loss: 0.0311788 | Time: 2515.4 ms [2020-12-22 04:32:43 main:574] : INFO : Epoch 689 | loss: 0.0311727 | val_loss: 0.0311804 | Time: 2549.26 ms [2020-12-22 04:32:45 main:574] : INFO : Epoch 690 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 2537.32 ms [2020-12-22 04:32:48 main:574] : INFO : Epoch 691 | loss: 0.0311731 | val_loss: 0.0311823 | Time: 2552.18 ms [2020-12-22 04:32:50 main:574] : INFO : Epoch 692 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 2542.4 ms [2020-12-22 04:32:53 main:574] : INFO : Epoch 693 | loss: 0.0311712 | val_loss: 0.0311785 | Time: 2529.16 ms [2020-12-22 04:32:55 main:574] : INFO : Epoch 694 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2545.69 ms [2020-12-22 04:32:58 main:574] : INFO : Epoch 695 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2532.31 ms [2020-12-22 04:33:00 main:574] : INFO : Epoch 696 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 2533.3 ms [2020-12-22 04:33:03 main:574] : INFO : Epoch 697 | loss: 0.03117 | val_loss: 0.0311768 | Time: 2548.23 ms [2020-12-22 04:33:06 main:574] : INFO : Epoch 698 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 2535.69 ms [2020-12-22 04:33:08 main:574] : INFO : Epoch 699 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 2526.11 ms [2020-12-22 04:33:11 main:574] : INFO : Epoch 700 | loss: 0.0311728 | val_loss: 0.0311774 | Time: 2542.67 ms [2020-12-22 04:33:13 main:574] : INFO : Epoch 701 | loss: 0.0311723 | val_loss: 0.0311764 | Time: 2549.47 ms [2020-12-22 04:33:16 main:574] : INFO : Epoch 702 | loss: 0.0311722 | val_loss: 0.0311752 | Time: 2546.51 ms [2020-12-22 04:33:18 main:574] : INFO : Epoch 703 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 2559.41 ms [2020-12-22 04:33:21 main:574] : INFO : Epoch 704 | loss: 0.0311714 | val_loss: 0.0311759 | Time: 2522.83 ms [2020-12-22 04:33:23 main:574] : INFO : Epoch 705 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2576.45 ms [2020-12-22 04:33:26 main:574] : INFO : Epoch 706 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 2491 ms [2020-12-22 04:33:28 main:574] : INFO : Epoch 707 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 2471.62 ms [2020-12-22 04:33:31 main:574] : INFO : Epoch 708 | loss: 0.0311689 | val_loss: 0.0311727 | Time: 2477.22 ms [2020-12-22 04:33:33 main:574] : INFO : Epoch 709 | loss: 0.0311695 | val_loss: 0.0311735 | Time: 2480.08 ms [2020-12-22 04:33:46 main:574] : INFO : Epoch 710 | loss: 0.03117 | val_loss: 0.0311748 | Time: 12665.2 ms [2020-12-22 04:33:49 main:574] : INFO : Epoch 711 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 2533.32 ms [2020-12-22 04:33:51 main:574] : INFO : Epoch 712 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 2522.88 ms [2020-12-22 04:33:54 main:574] : INFO : Epoch 713 | loss: 0.03117 | val_loss: 0.0311761 | Time: 2513.91 ms [2020-12-22 04:33:56 main:574] : INFO : Epoch 714 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 2445.07 ms [2020-12-22 04:33:58 main:574] : INFO : Epoch 715 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 2463.46 ms [2020-12-22 04:34:01 main:574] : INFO : Epoch 716 | loss: 0.0311692 | val_loss: 0.0311759 | Time: 2485.89 ms [2020-12-22 04:34:03 main:574] : INFO : Epoch 717 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 2455.86 ms [2020-12-22 04:34:06 main:574] : INFO : Epoch 718 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 2485.86 ms [2020-12-22 04:34:08 main:574] : INFO : Epoch 719 | loss: 0.0311694 | val_loss: 0.0311785 | Time: 2509.59 ms [2020-12-22 04:34:11 main:574] : INFO : Epoch 720 | loss: 0.0311694 | val_loss: 0.0311767 | Time: 2514.07 ms [2020-12-22 04:34:13 main:574] : INFO : Epoch 721 | loss: 0.0311693 | val_loss: 0.0311753 | Time: 2488.27 ms [2020-12-22 04:34:16 main:574] : INFO : Epoch 722 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 2494.56 ms [2020-12-22 04:34:18 main:574] : INFO : Epoch 723 | loss: 0.0311676 | val_loss: 0.0311753 | Time: 2529.28 ms [2020-12-22 04:34:21 main:574] : INFO : Epoch 724 | loss: 0.0311678 | val_loss: 0.031175 | Time: 2485.45 ms [2020-12-22 04:34:24 main:574] : INFO : Epoch 725 | loss: 0.031168 | val_loss: 0.0311755 | Time: 2551.6 ms [2020-12-22 04:34:26 main:574] : INFO : Epoch 726 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 2516.34 ms [2020-12-22 04:34:29 main:574] : INFO : Epoch 727 | loss: 0.0311683 | val_loss: 0.0311778 | Time: 2529.01 ms [2020-12-22 04:34:31 main:574] : INFO : Epoch 728 | loss: 0.031173 | val_loss: 0.0311763 | Time: 2534.69 ms [2020-12-22 04:34:34 main:574] : INFO : Epoch 729 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 2548.97 ms [2020-12-22 04:34:36 main:574] : INFO : Epoch 730 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 2557.22 ms [2020-12-22 04:34:39 main:574] : INFO : Epoch 731 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 2548.44 ms [2020-12-22 04:34:41 main:574] : INFO : Epoch 732 | loss: 0.031171 | val_loss: 0.0311735 | Time: 2534.91 ms [2020-12-22 04:34:44 main:574] : INFO : Epoch 733 | loss: 0.0311709 | val_loss: 0.0311734 | Time: 2513.79 ms [2020-12-22 04:34:46 main:574] : INFO : Epoch 734 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 2528.56 ms [2020-12-22 04:34:49 main:574] : INFO : Epoch 735 | loss: 0.0311714 | val_loss: 0.0311818 | Time: 2534.44 ms [2020-12-22 04:34:51 main:574] : INFO : Epoch 736 | loss: 0.0311717 | val_loss: 0.0311748 | Time: 2521.26 ms [2020-12-22 04:34:54 main:574] : INFO : Epoch 737 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 2547.77 ms [2020-12-22 04:34:57 main:574] : INFO : Epoch 738 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 2552.51 ms [2020-12-22 04:34:59 main:574] : INFO : Epoch 739 | loss: 0.0311697 | val_loss: 0.0311724 | Time: 2538.52 ms [2020-12-22 04:35:02 main:574] : INFO : Epoch 740 | loss: 0.03117 | val_loss: 0.0311766 | Time: 2528.27 ms [2020-12-22 04:35:04 main:574] : INFO : Epoch 741 | loss: 0.0311729 | val_loss: 0.0311803 | Time: 2560.83 ms [2020-12-22 04:35:07 main:574] : INFO : Epoch 742 | loss: 0.0311734 | val_loss: 0.0311743 | Time: 2523.58 ms [2020-12-22 04:35:09 main:574] : INFO : Epoch 743 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 2454.05 ms [2020-12-22 04:35:12 main:574] : INFO : Epoch 744 | loss: 0.0311709 | val_loss: 0.0311737 | Time: 2498.78 ms [2020-12-22 04:35:14 main:574] : INFO : Epoch 745 | loss: 0.0311703 | val_loss: 0.0311723 | Time: 2498.72 ms [2020-12-22 04:35:17 main:574] : INFO : Epoch 746 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2528.23 ms [2020-12-22 04:35:19 main:574] : INFO : Epoch 747 | loss: 0.0311696 | val_loss: 0.0311719 | Time: 2555.23 ms [2020-12-22 04:35:22 main:574] : INFO : Epoch 748 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 2526.99 ms [2020-12-22 04:35:24 main:574] : INFO : Epoch 749 | loss: 0.0311675 | val_loss: 0.0311713 | Time: 2453.88 ms [2020-12-22 04:35:27 main:574] : INFO : Epoch 750 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 2440.18 ms [2020-12-22 04:35:29 main:574] : INFO : Epoch 751 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 2477.42 ms [2020-12-22 04:35:32 main:574] : INFO : Epoch 752 | loss: 0.0311672 | val_loss: 0.0311711 | Time: 2479.18 ms [2020-12-22 04:35:34 main:574] : INFO : Epoch 753 | loss: 0.0311681 | val_loss: 0.0311709 | Time: 2549.59 ms [2020-12-22 04:35:37 main:574] : INFO : Epoch 754 | loss: 0.0311678 | val_loss: 0.0311707 | Time: 2527.43 ms [2020-12-22 04:35:39 main:574] : INFO : Epoch 755 | loss: 0.0311667 | val_loss: 0.0311701 | Time: 2511.14 ms [2020-12-22 04:35:42 main:574] : INFO : Epoch 756 | loss: 0.0311673 | val_loss: 0.0311737 | Time: 2518.45 ms [2020-12-22 04:35:44 main:574] : INFO : Epoch 757 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 2517.18 ms [2020-12-22 04:35:47 main:574] : INFO : Epoch 758 | loss: 0.0311692 | val_loss: 0.0311698 | Time: 2562.3 ms [2020-12-22 04:35:49 main:574] : INFO : Epoch 759 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 2545.36 ms [2020-12-22 04:35:52 main:574] : INFO : Epoch 760 | loss: 0.031169 | val_loss: 0.0311718 | Time: 2551.77 ms [2020-12-22 04:35:55 main:574] : INFO : Epoch 761 | loss: 0.0311672 | val_loss: 0.0311697 | Time: 2563.54 ms [2020-12-22 04:35:57 main:574] : INFO : Epoch 762 | loss: 0.0311663 | val_loss: 0.0311705 | Time: 2552.35 ms [2020-12-22 04:36:00 main:574] : INFO : Epoch 763 | loss: 0.0311659 | val_loss: 0.0311699 | Time: 2555.21 ms [2020-12-22 04:36:02 main:574] : INFO : Epoch 764 | loss: 0.0311655 | val_loss: 0.0311705 | Time: 2530.58 ms [2020-12-22 04:36:05 main:574] : INFO : Epoch 765 | loss: 0.0311654 | val_loss: 0.031171 | Time: 2533.42 ms [2020-12-22 04:36:07 main:574] : INFO : Epoch 766 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 2521.69 ms [2020-12-22 04:36:10 main:574] : INFO : Epoch 767 | loss: 0.03117 | val_loss: 0.0311714 | Time: 2497.69 ms [2020-12-22 04:36:12 main:574] : INFO : Epoch 768 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 2523.15 ms [2020-12-22 04:36:15 main:574] : INFO : Epoch 769 | loss: 0.0311723 | val_loss: 0.0311705 | Time: 2516.09 ms [2020-12-22 04:36:17 main:574] : INFO : Epoch 770 | loss: 0.0311703 | val_loss: 0.0311713 | Time: 2519.84 ms [2020-12-22 04:36:20 main:574] : INFO : Epoch 771 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2522.25 ms [2020-12-22 04:36:22 main:574] : INFO : Epoch 772 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 2522.47 ms [2020-12-22 04:36:25 main:574] : INFO : Epoch 773 | loss: 0.0311688 | val_loss: 0.0311702 | Time: 2521.16 ms [2020-12-22 04:36:27 main:574] : INFO : Epoch 774 | loss: 0.0311681 | val_loss: 0.0311703 | Time: 2512.16 ms [2020-12-22 04:36:30 main:574] : INFO : Epoch 775 | loss: 0.0311691 | val_loss: 0.0311708 | Time: 2540.85 ms [2020-12-22 04:36:33 main:574] : INFO : Epoch 776 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 2544.05 ms [2020-12-22 04:36:35 main:574] : INFO : Epoch 777 | loss: 0.0311682 | val_loss: 0.0311709 | Time: 2593.88 ms [2020-12-22 04:36:38 main:574] : INFO : Epoch 778 | loss: 0.0311679 | val_loss: 0.0311711 | Time: 2533.36 ms [2020-12-22 04:36:40 main:574] : INFO : Epoch 779 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 2518.21 ms [2020-12-22 04:36:43 main:574] : INFO : Epoch 780 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2526.95 ms [2020-12-22 04:36:45 main:574] : INFO : Epoch 781 | loss: 0.031167 | val_loss: 0.03117 | Time: 2523.48 ms [2020-12-22 04:36:48 main:574] : INFO : Epoch 782 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 2515.1 ms [2020-12-22 04:36:50 main:574] : INFO : Epoch 783 | loss: 0.0311675 | val_loss: 0.0311717 | Time: 2506.08 ms [2020-12-22 04:36:53 main:574] : INFO : Epoch 784 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2534.87 ms [2020-12-22 04:36:55 main:574] : INFO : Epoch 785 | loss: 0.0311691 | val_loss: 0.0311744 | Time: 2515.5 ms [2020-12-22 04:36:58 main:574] : INFO : Epoch 786 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 2526.02 ms [2020-12-22 04:37:00 main:574] : INFO : Epoch 787 | loss: 0.0311734 | val_loss: 0.0311725 | Time: 2532.66 ms [2020-12-22 04:37:03 main:574] : INFO : Epoch 788 | loss: 0.0311706 | val_loss: 0.0311702 | Time: 2502.8 ms [2020-12-22 04:37:05 main:574] : INFO : Epoch 789 | loss: 0.0311688 | val_loss: 0.0311701 | Time: 2517.19 ms [2020-12-22 04:37:08 main:574] : INFO : Epoch 790 | loss: 0.0311695 | val_loss: 0.0311726 | Time: 2523.2 ms [2020-12-22 04:37:11 main:574] : INFO : Epoch 791 | loss: 0.0311681 | val_loss: 0.0311707 | Time: 2522.24 ms [2020-12-22 04:37:13 main:574] : INFO : Epoch 792 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 2496.54 ms [2020-12-22 04:37:16 main:574] : INFO : Epoch 793 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 2510.29 ms [2020-12-22 04:37:18 main:574] : INFO : Epoch 794 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 2526.19 ms [2020-12-22 04:37:21 main:574] : INFO : Epoch 795 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 2500.31 ms [2020-12-22 04:37:23 main:574] : INFO : Epoch 796 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 2507.21 ms [2020-12-22 04:37:26 main:574] : INFO : Epoch 797 | loss: 0.0311665 | val_loss: 0.0311701 | Time: 2525.35 ms [2020-12-22 04:37:28 main:574] : INFO : Epoch 798 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2502.86 ms [2020-12-22 04:37:31 main:574] : INFO : Epoch 799 | loss: 0.0311667 | val_loss: 0.0311708 | Time: 2516.25 ms [2020-12-22 04:37:33 main:574] : INFO : Epoch 800 | loss: 0.0311659 | val_loss: 0.0311706 | Time: 2513.59 ms [2020-12-22 04:37:36 main:574] : INFO : Epoch 801 | loss: 0.0311672 | val_loss: 0.0311698 | Time: 2532.59 ms [2020-12-22 04:37:38 main:574] : INFO : Epoch 802 | loss: 0.0311671 | val_loss: 0.031171 | Time: 2515.98 ms [2020-12-22 04:37:41 main:574] : INFO : Epoch 803 | loss: 0.0311673 | val_loss: 0.0311699 | Time: 2502.89 ms [2020-12-22 04:37:43 main:574] : INFO : Epoch 804 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 2500.46 ms [2020-12-22 04:37:46 main:574] : INFO : Epoch 805 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 2526.22 ms [2020-12-22 04:37:48 main:574] : INFO : Epoch 806 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 2521.6 ms [2020-12-22 04:37:51 main:574] : INFO : Epoch 807 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2544.72 ms [2020-12-22 04:37:53 main:574] : INFO : Epoch 808 | loss: 0.0311654 | val_loss: 0.03117 | Time: 2527.92 ms [2020-12-22 04:37:56 main:574] : INFO : Epoch 809 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2524.53 ms [2020-12-22 04:37:58 main:574] : INFO : Epoch 810 | loss: 0.0311643 | val_loss: 0.0311682 | Time: 2508.8 ms [2020-12-22 04:38:01 main:574] : INFO : Epoch 811 | loss: 0.0311646 | val_loss: 0.0311685 | Time: 2505.6 ms [2020-12-22 04:38:03 main:574] : INFO : Epoch 812 | loss: 0.0311655 | val_loss: 0.0311714 | Time: 2532.71 ms [2020-12-22 04:38:06 main:574] : INFO : Epoch 813 | loss: 0.031167 | val_loss: 0.031172 | Time: 2521.34 ms [2020-12-22 04:38:09 main:574] : INFO : Epoch 814 | loss: 0.0311671 | val_loss: 0.0311716 | Time: 2533.99 ms [2020-12-22 04:38:11 main:574] : INFO : Epoch 815 | loss: 0.0311692 | val_loss: 0.031172 | Time: 2526.14 ms [2020-12-22 04:38:14 main:574] : INFO : Epoch 816 | loss: 0.031169 | val_loss: 0.0311721 | Time: 2512.54 ms [2020-12-22 04:38:16 main:574] : INFO : Epoch 817 | loss: 0.0311703 | val_loss: 0.0311709 | Time: 2541.86 ms [2020-12-22 04:38:19 main:574] : INFO : Epoch 818 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 2527.09 ms [2020-12-22 04:38:21 main:574] : INFO : Epoch 819 | loss: 0.0311665 | val_loss: 0.0311688 | Time: 2528.26 ms [2020-12-22 04:38:24 main:574] : INFO : Epoch 820 | loss: 0.0311663 | val_loss: 0.031169 | Time: 2515.52 ms [2020-12-22 04:38:26 main:574] : INFO : Epoch 821 | loss: 0.0311668 | val_loss: 0.0311696 | Time: 2525.2 ms [2020-12-22 04:38:29 main:574] : INFO : Epoch 822 | loss: 0.0311667 | val_loss: 0.0311699 | Time: 2528.29 ms [2020-12-22 04:38:31 main:574] : INFO : Epoch 823 | loss: 0.0311707 | val_loss: 0.0311701 | Time: 2520.68 ms [2020-12-22 04:38:34 main:574] : INFO : Epoch 824 | loss: 0.0311714 | val_loss: 0.0311695 | Time: 2504.99 ms [2020-12-22 04:38:36 main:574] : INFO : Epoch 825 | loss: 0.0311707 | val_loss: 0.0311704 | Time: 2507.37 ms [2020-12-22 04:38:39 main:574] : INFO : Epoch 826 | loss: 0.0311706 | val_loss: 0.0311705 | Time: 2528.18 ms [2020-12-22 04:38:41 main:574] : INFO : Epoch 827 | loss: 0.0311711 | val_loss: 0.0311698 | Time: 2507.02 ms [2020-12-22 04:38:44 main:574] : INFO : Epoch 828 | loss: 0.0311686 | val_loss: 0.0311667 | Time: 2526.06 ms [2020-12-22 04:38:46 main:574] : INFO : Epoch 829 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 2523.66 ms [2020-12-22 04:38:49 main:574] : INFO : Epoch 830 | loss: 0.0311685 | val_loss: 0.0311687 | Time: 2514.09 ms [2020-12-22 04:38:51 main:574] : INFO : Epoch 831 | loss: 0.0311656 | val_loss: 0.031167 | Time: 2508.3 ms [2020-12-22 04:38:54 main:574] : INFO : Epoch 832 | loss: 0.0311641 | val_loss: 0.0311671 | Time: 2502.68 ms [2020-12-22 04:38:57 main:574] : INFO : Epoch 833 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 2507.63 ms [2020-12-22 04:38:59 main:574] : INFO : Epoch 834 | loss: 0.0311652 | val_loss: 0.0311679 | Time: 2509.66 ms [2020-12-22 04:39:02 main:574] : INFO : Epoch 835 | loss: 0.0311647 | val_loss: 0.0311686 | Time: 2511.47 ms [2020-12-22 04:39:04 main:574] : INFO : Epoch 836 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 2519.87 ms [2020-12-22 04:39:07 main:574] : INFO : Epoch 837 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 2500.5 ms [2020-12-22 04:39:09 main:574] : INFO : Epoch 838 | loss: 0.031165 | val_loss: 0.0311711 | Time: 2520.44 ms [2020-12-22 04:39:12 main:574] : INFO : Epoch 839 | loss: 0.0311649 | val_loss: 0.0311665 | Time: 2513.15 ms [2020-12-22 04:39:14 main:574] : INFO : Epoch 840 | loss: 0.0311643 | val_loss: 0.0311658 | Time: 2513.02 ms [2020-12-22 04:39:17 main:574] : INFO : Epoch 841 | loss: 0.0311644 | val_loss: 0.031166 | Time: 2522.69 ms [2020-12-22 04:39:19 main:574] : INFO : Epoch 842 | loss: 0.0311664 | val_loss: 0.0311672 | Time: 2527.76 ms [2020-12-22 04:39:22 main:574] : INFO : Epoch 843 | loss: 0.0311647 | val_loss: 0.0311671 | Time: 2539.74 ms [2020-12-22 04:39:24 main:574] : INFO : Epoch 844 | loss: 0.0311666 | val_loss: 0.0311681 | Time: 2521.94 ms [2020-12-22 04:39:27 main:574] : INFO : Epoch 845 | loss: 0.0311639 | val_loss: 0.0311661 | Time: 2543.3 ms [2020-12-22 04:39:29 main:574] : INFO : Epoch 846 | loss: 0.0311648 | val_loss: 0.0311701 | Time: 2550.8 ms [2020-12-22 04:39:32 main:574] : INFO : Epoch 847 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2533.18 ms [2020-12-22 04:39:34 main:574] : INFO : Epoch 848 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 2534.19 ms [2020-12-22 04:39:37 main:574] : INFO : Epoch 849 | loss: 0.0311863 | val_loss: 0.0311854 | Time: 2537.84 ms [2020-12-22 04:39:40 main:574] : INFO : Epoch 850 | loss: 0.0311883 | val_loss: 0.0311908 | Time: 2535.78 ms [2020-12-22 04:39:42 main:574] : INFO : Epoch 851 | loss: 0.0311939 | val_loss: 0.0311917 | Time: 2519.53 ms [2020-12-22 04:39:45 main:574] : INFO : Epoch 852 | loss: 0.0311929 | val_loss: 0.031192 | Time: 2511.74 ms [2020-12-22 04:39:47 main:574] : INFO : Epoch 853 | loss: 0.0311942 | val_loss: 0.0311947 | Time: 2529 ms [2020-12-22 04:39:50 main:574] : INFO : Epoch 854 | loss: 0.031196 | val_loss: 0.0311956 | Time: 2496.67 ms [2020-12-22 04:39:52 main:574] : INFO : Epoch 855 | loss: 0.0311965 | val_loss: 0.0311983 | Time: 2526.41 ms [2020-12-22 04:39:55 main:574] : INFO : Epoch 856 | loss: 0.0311955 | val_loss: 0.0311912 | Time: 2552.82 ms [2020-12-22 04:39:57 main:574] : INFO : Epoch 857 | loss: 0.0311919 | val_loss: 0.0312204 | Time: 2500.86 ms [2020-12-22 04:40:00 main:574] : INFO : Epoch 858 | loss: 0.0312141 | val_loss: 0.0312226 | Time: 2529.63 ms [2020-12-22 04:40:02 main:574] : INFO : Epoch 859 | loss: 0.0312021 | val_loss: 0.0311837 | Time: 2516.81 ms [2020-12-22 04:40:05 main:574] : INFO : Epoch 860 | loss: 0.0311861 | val_loss: 0.0311904 | Time: 2519.14 ms [2020-12-22 04:40:07 main:574] : INFO : Epoch 861 | loss: 0.0311867 | val_loss: 0.0311817 | Time: 2501.91 ms [2020-12-22 04:40:10 main:574] : INFO : Epoch 862 | loss: 0.0311826 | val_loss: 0.0311823 | Time: 2510.02 ms [2020-12-22 04:40:12 main:574] : INFO : Epoch 863 | loss: 0.0311828 | val_loss: 0.031182 | Time: 2513.24 ms [2020-12-22 04:40:15 main:574] : INFO : Epoch 864 | loss: 0.0311806 | val_loss: 0.0311772 | Time: 2518.06 ms [2020-12-22 04:40:17 main:574] : INFO : Epoch 865 | loss: 0.0311783 | val_loss: 0.0311773 | Time: 2513.92 ms [2020-12-22 04:40:20 main:574] : INFO : Epoch 866 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 2565.29 ms [2020-12-22 04:40:22 main:574] : INFO : Epoch 867 | loss: 0.0311781 | val_loss: 0.0311835 | Time: 2511.19 ms [2020-12-22 04:40:25 main:574] : INFO : Epoch 868 | loss: 0.0311771 | val_loss: 0.031179 | Time: 2509.93 ms [2020-12-22 04:40:27 main:574] : INFO : Epoch 869 | loss: 0.0311778 | val_loss: 0.0311798 | Time: 2495.52 ms [2020-12-22 04:40:30 main:574] : INFO : Epoch 870 | loss: 0.0311779 | val_loss: 0.0311776 | Time: 2543.36 ms [2020-12-22 04:40:33 main:574] : INFO : Epoch 871 | loss: 0.0311767 | val_loss: 0.0311749 | Time: 2552.46 ms [2020-12-22 04:40:35 main:574] : INFO : Epoch 872 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2512.27 ms [2020-12-22 04:40:38 main:574] : INFO : Epoch 873 | loss: 0.0311745 | val_loss: 0.0311755 | Time: 2535.96 ms [2020-12-22 04:40:40 main:574] : INFO : Epoch 874 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 2511.25 ms [2020-12-22 04:40:43 main:574] : INFO : Epoch 875 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 2516.6 ms [2020-12-22 04:40:45 main:574] : INFO : Epoch 876 | loss: 0.0311759 | val_loss: 0.0311736 | Time: 2521.97 ms [2020-12-22 04:40:48 main:574] : INFO : Epoch 877 | loss: 0.0311738 | val_loss: 0.0311738 | Time: 2503.37 ms [2020-12-22 04:40:50 main:574] : INFO : Epoch 878 | loss: 0.0311727 | val_loss: 0.0311736 | Time: 2515.52 ms [2020-12-22 04:40:53 main:574] : INFO : Epoch 879 | loss: 0.0311728 | val_loss: 0.0311759 | Time: 2514.1 ms [2020-12-22 04:40:55 main:574] : INFO : Epoch 880 | loss: 0.0311729 | val_loss: 0.0311735 | Time: 2523.23 ms [2020-12-22 04:40:58 main:574] : INFO : Epoch 881 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2516.36 ms [2020-12-22 04:41:00 main:574] : INFO : Epoch 882 | loss: 0.0311728 | val_loss: 0.0311741 | Time: 2513.41 ms [2020-12-22 04:41:03 main:574] : INFO : Epoch 883 | loss: 0.031174 | val_loss: 0.031175 | Time: 2517.53 ms [2020-12-22 04:41:05 main:574] : INFO : Epoch 884 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2520.34 ms [2020-12-22 04:41:08 main:574] : INFO : Epoch 885 | loss: 0.0311742 | val_loss: 0.0311748 | Time: 2512.84 ms [2020-12-22 04:41:10 main:574] : INFO : Epoch 886 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 2517.62 ms [2020-12-22 04:41:13 main:574] : INFO : Epoch 887 | loss: 0.0311726 | val_loss: 0.0311736 | Time: 2520.15 ms [2020-12-22 04:41:15 main:574] : INFO : Epoch 888 | loss: 0.0311724 | val_loss: 0.0311736 | Time: 2517.38 ms [2020-12-22 04:41:18 main:574] : INFO : Epoch 889 | loss: 0.0311715 | val_loss: 0.0311727 | Time: 2516.48 ms [2020-12-22 04:41:20 main:574] : INFO : Epoch 890 | loss: 0.0311715 | val_loss: 0.0311726 | Time: 2519.94 ms [2020-12-22 04:41:23 main:574] : INFO : Epoch 891 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2512 ms [2020-12-22 04:41:26 main:574] : INFO : Epoch 892 | loss: 0.031172 | val_loss: 0.0311746 | Time: 2522.31 ms [2020-12-22 04:41:28 main:574] : INFO : Epoch 893 | loss: 0.0311734 | val_loss: 0.0311784 | Time: 2515.77 ms [2020-12-22 04:41:31 main:574] : INFO : Epoch 894 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 2527.85 ms [2020-12-22 04:41:33 main:574] : INFO : Epoch 895 | loss: 0.031172 | val_loss: 0.031177 | Time: 2554.06 ms [2020-12-22 04:41:36 main:574] : INFO : Epoch 896 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 2551.8 ms [2020-12-22 04:41:38 main:574] : INFO : Epoch 897 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 2513.85 ms [2020-12-22 04:41:41 main:574] : INFO : Epoch 898 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 2519.37 ms [2020-12-22 04:41:43 main:574] : INFO : Epoch 899 | loss: 0.0311693 | val_loss: 0.031171 | Time: 2514.92 ms [2020-12-22 04:41:46 main:574] : INFO : Epoch 900 | loss: 0.0311692 | val_loss: 0.0311717 | Time: 2519 ms [2020-12-22 04:41:48 main:574] : INFO : Epoch 901 | loss: 0.0311709 | val_loss: 0.0311729 | Time: 2511.5 ms [2020-12-22 04:41:51 main:574] : INFO : Epoch 902 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 2522 ms [2020-12-22 04:41:53 main:574] : INFO : Epoch 903 | loss: 0.0311699 | val_loss: 0.0311713 | Time: 2509.79 ms [2020-12-22 04:41:56 main:574] : INFO : Epoch 904 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2540.01 ms [2020-12-22 04:41:58 main:574] : INFO : Epoch 905 | loss: 0.0311696 | val_loss: 0.0311716 | Time: 2518.65 ms [2020-12-22 04:42:01 main:574] : INFO : Epoch 906 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2524.88 ms [2020-12-22 04:42:04 main:574] : INFO : Epoch 907 | loss: 0.0311703 | val_loss: 0.0311796 | Time: 2511.6 ms [2020-12-22 04:42:06 main:574] : INFO : Epoch 908 | loss: 0.0311707 | val_loss: 0.0311724 | Time: 2529.2 ms [2020-12-22 04:42:09 main:574] : INFO : Epoch 909 | loss: 0.0311704 | val_loss: 0.0311727 | Time: 2525.63 ms [2020-12-22 04:42:11 main:574] : INFO : Epoch 910 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 2520.5 ms [2020-12-22 04:42:14 main:574] : INFO : Epoch 911 | loss: 0.0311706 | val_loss: 0.0311734 | Time: 2525.29 ms [2020-12-22 04:42:16 main:574] : INFO : Epoch 912 | loss: 0.031171 | val_loss: 0.0311749 | Time: 2530.85 ms [2020-12-22 04:42:19 main:574] : INFO : Epoch 913 | loss: 0.0311718 | val_loss: 0.0311732 | Time: 2517.93 ms [2020-12-22 04:42:21 main:574] : INFO : Epoch 914 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2516.48 ms [2020-12-22 04:42:24 main:574] : INFO : Epoch 915 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 2528 ms [2020-12-22 04:42:26 main:574] : INFO : Epoch 916 | loss: 0.0311712 | val_loss: 0.0311721 | Time: 2512.61 ms [2020-12-22 04:42:29 main:574] : INFO : Epoch 917 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 2507.47 ms [2020-12-22 04:42:31 main:574] : INFO : Epoch 918 | loss: 0.0311728 | val_loss: 0.0311737 | Time: 2519.82 ms [2020-12-22 04:42:34 main:574] : INFO : Epoch 919 | loss: 0.0311719 | val_loss: 0.0311737 | Time: 2514.51 ms [2020-12-22 04:42:36 main:574] : INFO : Epoch 920 | loss: 0.0311711 | val_loss: 0.0311735 | Time: 2521.45 ms [2020-12-22 04:42:39 main:574] : INFO : Epoch 921 | loss: 0.0311713 | val_loss: 0.0311738 | Time: 2518.89 ms [2020-12-22 04:42:41 main:574] : INFO : Epoch 922 | loss: 0.031173 | val_loss: 0.0311746 | Time: 2516.11 ms [2020-12-22 04:42:44 main:574] : INFO : Epoch 923 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 2512.45 ms [2020-12-22 04:42:46 main:574] : INFO : Epoch 924 | loss: 0.0311746 | val_loss: 0.0311798 | Time: 2517.99 ms [2020-12-22 04:42:49 main:574] : INFO : Epoch 925 | loss: 0.031172 | val_loss: 0.0311732 | Time: 2517.88 ms [2020-12-22 04:42:51 main:574] : INFO : Epoch 926 | loss: 0.0311712 | val_loss: 0.031177 | Time: 2523.03 ms [2020-12-22 04:42:54 main:574] : INFO : Epoch 927 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 2516.67 ms [2020-12-22 04:42:57 main:574] : INFO : Epoch 928 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2512.33 ms [2020-12-22 04:42:59 main:574] : INFO : Epoch 929 | loss: 0.031171 | val_loss: 0.031174 | Time: 2515.13 ms [2020-12-22 04:43:02 main:574] : INFO : Epoch 930 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 2511.6 ms [2020-12-22 04:43:04 main:574] : INFO : Epoch 931 | loss: 0.0311695 | val_loss: 0.031173 | Time: 2509.71 ms [2020-12-22 04:43:07 main:574] : INFO : Epoch 932 | loss: 0.0311696 | val_loss: 0.0311729 | Time: 2525.49 ms [2020-12-22 04:43:09 main:574] : INFO : Epoch 933 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 2516.69 ms [2020-12-22 04:43:12 main:574] : INFO : Epoch 934 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2525.88 ms [2020-12-22 04:43:14 main:574] : INFO : Epoch 935 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2516 ms [2020-12-22 04:43:17 main:574] : INFO : Epoch 936 | loss: 0.0311683 | val_loss: 0.0311734 | Time: 2525.63 ms [2020-12-22 04:43:19 main:574] : INFO : Epoch 937 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 2514.49 ms [2020-12-22 04:43:22 main:574] : INFO : Epoch 938 | loss: 0.0311683 | val_loss: 0.0311733 | Time: 2521.6 ms [2020-12-22 04:43:24 main:574] : INFO : Epoch 939 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 2514.9 ms [2020-12-22 04:43:27 main:574] : INFO : Epoch 940 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 2518.25 ms [2020-12-22 04:43:29 main:574] : INFO : Epoch 941 | loss: 0.0311678 | val_loss: 0.0311729 | Time: 2515.16 ms [2020-12-22 04:43:32 main:574] : INFO : Epoch 942 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2513.77 ms [2020-12-22 04:43:34 main:574] : INFO : Epoch 943 | loss: 0.031167 | val_loss: 0.0311715 | Time: 2508.25 ms [2020-12-22 04:43:37 main:574] : INFO : Epoch 944 | loss: 0.031166 | val_loss: 0.0311732 | Time: 2519.75 ms [2020-12-22 04:43:39 main:574] : INFO : Epoch 945 | loss: 0.0311669 | val_loss: 0.0311713 | Time: 2512.67 ms [2020-12-22 04:43:42 main:574] : INFO : Epoch 946 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 2514.88 ms [2020-12-22 04:43:44 main:574] : INFO : Epoch 947 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 2516.65 ms [2020-12-22 04:43:47 main:574] : INFO : Epoch 948 | loss: 0.0311658 | val_loss: 0.0311708 | Time: 2516.45 ms [2020-12-22 04:43:49 main:574] : INFO : Epoch 949 | loss: 0.0311667 | val_loss: 0.0311773 | Time: 2509.06 ms [2020-12-22 04:43:52 main:574] : INFO : Epoch 950 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 2523.37 ms [2020-12-22 04:43:55 main:574] : INFO : Epoch 951 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 2520.03 ms [2020-12-22 04:43:57 main:574] : INFO : Epoch 952 | loss: 0.0311675 | val_loss: 0.031173 | Time: 2515.23 ms [2020-12-22 04:44:00 main:574] : INFO : Epoch 953 | loss: 0.031167 | val_loss: 0.0311718 | Time: 2522.17 ms [2020-12-22 04:44:02 main:574] : INFO : Epoch 954 | loss: 0.0311665 | val_loss: 0.0311705 | Time: 2517.1 ms [2020-12-22 04:44:05 main:574] : INFO : Epoch 955 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 2518.18 ms [2020-12-22 04:44:07 main:574] : INFO : Epoch 956 | loss: 0.0311683 | val_loss: 0.0311711 | Time: 2514.29 ms [2020-12-22 04:44:10 main:574] : INFO : Epoch 957 | loss: 0.0311695 | val_loss: 0.0311712 | Time: 2515.36 ms [2020-12-22 04:44:12 main:574] : INFO : Epoch 958 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 2509.78 ms [2020-12-22 04:44:15 main:574] : INFO : Epoch 959 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 2514.1 ms [2020-12-22 04:44:17 main:574] : INFO : Epoch 960 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 2525.28 ms [2020-12-22 04:44:20 main:574] : INFO : Epoch 961 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 2526.05 ms [2020-12-22 04:44:22 main:574] : INFO : Epoch 962 | loss: 0.0311659 | val_loss: 0.0311704 | Time: 2512.87 ms [2020-12-22 04:44:25 main:574] : INFO : Epoch 963 | loss: 0.0311664 | val_loss: 0.03117 | Time: 2519.1 ms [2020-12-22 04:44:27 main:574] : INFO : Epoch 964 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 2519.07 ms [2020-12-22 04:44:30 main:574] : INFO : Epoch 965 | loss: 0.0311652 | val_loss: 0.0311706 | Time: 2516.85 ms [2020-12-22 04:44:32 main:574] : INFO : Epoch 966 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 2508.87 ms [2020-12-22 04:44:35 main:574] : INFO : Epoch 967 | loss: 0.0311661 | val_loss: 0.0311703 | Time: 2513.46 ms [2020-12-22 04:44:37 main:574] : INFO : Epoch 968 | loss: 0.0311669 | val_loss: 0.0311724 | Time: 2515.58 ms [2020-12-22 04:44:40 main:574] : INFO : Epoch 969 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 2517.88 ms [2020-12-22 04:44:42 main:574] : INFO : Epoch 970 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2508.65 ms [2020-12-22 04:44:45 main:574] : INFO : Epoch 971 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 2513.05 ms [2020-12-22 04:44:47 main:574] : INFO : Epoch 972 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2517.45 ms [2020-12-22 04:44:50 main:574] : INFO : Epoch 973 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2519.47 ms [2020-12-22 04:44:53 main:574] : INFO : Epoch 974 | loss: 0.0311661 | val_loss: 0.0311722 | Time: 2508.99 ms [2020-12-22 04:44:55 main:574] : INFO : Epoch 975 | loss: 0.0311654 | val_loss: 0.0311712 | Time: 2519.43 ms [2020-12-22 04:44:58 main:574] : INFO : Epoch 976 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 2507.01 ms [2020-12-22 04:45:00 main:574] : INFO : Epoch 977 | loss: 0.0311692 | val_loss: 0.0311748 | Time: 2504.91 ms [2020-12-22 04:45:03 main:574] : INFO : Epoch 978 | loss: 0.0311733 | val_loss: 0.0311735 | Time: 2506.57 ms [2020-12-22 04:45:05 main:574] : INFO : Epoch 979 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2512.91 ms [2020-12-22 04:45:08 main:574] : INFO : Epoch 980 | loss: 0.031173 | val_loss: 0.0311733 | Time: 2519.77 ms [2020-12-22 04:45:10 main:574] : INFO : Epoch 981 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 2519.74 ms [2020-12-22 04:45:13 main:574] : INFO : Epoch 982 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2511.1 ms [2020-12-22 04:45:15 main:574] : INFO : Epoch 983 | loss: 0.0311695 | val_loss: 0.0311729 | Time: 2511.77 ms [2020-12-22 04:45:18 main:574] : INFO : Epoch 984 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 2521.58 ms [2020-12-22 04:45:20 main:574] : INFO : Epoch 985 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 2514.78 ms [2020-12-22 04:45:23 main:574] : INFO : Epoch 986 | loss: 0.0311682 | val_loss: 0.0311716 | Time: 2515.83 ms [2020-12-22 04:45:25 main:574] : INFO : Epoch 987 | loss: 0.0311683 | val_loss: 0.031171 | Time: 2522.45 ms [2020-12-22 04:45:28 main:574] : INFO : Epoch 988 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 2520.6 ms [2020-12-22 04:45:30 main:574] : INFO : Epoch 989 | loss: 0.0311669 | val_loss: 0.0311721 | Time: 2514.37 ms [2020-12-22 04:45:33 main:574] : INFO : Epoch 990 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 2507.84 ms [2020-12-22 04:45:35 main:574] : INFO : Epoch 991 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 2520.2 ms [2020-12-22 04:45:38 main:574] : INFO : Epoch 992 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 2514.24 ms [2020-12-22 04:45:40 main:574] : INFO : Epoch 993 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 2519.53 ms [2020-12-22 04:45:43 main:574] : INFO : Epoch 994 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 2519.38 ms [2020-12-22 04:45:45 main:574] : INFO : Epoch 995 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 2511.98 ms [2020-12-22 04:45:48 main:574] : INFO : Epoch 996 | loss: 0.0311657 | val_loss: 0.0311707 | Time: 2509.8 ms [2020-12-22 04:45:50 main:574] : INFO : Epoch 997 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 2521.46 ms [2020-12-22 04:45:53 main:574] : INFO : Epoch 998 | loss: 0.0311642 | val_loss: 0.031171 | Time: 2510.3 ms [2020-12-22 04:45:56 main:574] : INFO : Epoch 999 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 2518.64 ms [2020-12-22 04:45:58 main:574] : INFO : Epoch 1000 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 2518.48 ms [2020-12-22 04:46:01 main:574] : INFO : Epoch 1001 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2522.89 ms [2020-12-22 04:46:03 main:574] : INFO : Epoch 1002 | loss: 0.0311656 | val_loss: 0.0311741 | Time: 2516.25 ms [2020-12-22 04:46:06 main:574] : INFO : Epoch 1003 | loss: 0.0311651 | val_loss: 0.0311717 | Time: 2519.26 ms [2020-12-22 04:46:08 main:574] : INFO : Epoch 1004 | loss: 0.0311645 | val_loss: 0.0311708 | Time: 2523.09 ms [2020-12-22 04:46:11 main:574] : INFO : Epoch 1005 | loss: 0.0311644 | val_loss: 0.0311716 | Time: 2517.86 ms [2020-12-22 04:46:13 main:574] : INFO : Epoch 1006 | loss: 0.0311658 | val_loss: 0.0311752 | Time: 2521.24 ms [2020-12-22 04:46:16 main:574] : INFO : Epoch 1007 | loss: 0.031167 | val_loss: 0.0311806 | Time: 2521.73 ms [2020-12-22 04:46:18 main:574] : INFO : Epoch 1008 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 2524.48 ms [2020-12-22 04:46:21 main:574] : INFO : Epoch 1009 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 2519.14 ms [2020-12-22 04:46:23 main:574] : INFO : Epoch 1010 | loss: 0.0311702 | val_loss: 0.0311734 | Time: 2510.93 ms [2020-12-22 04:46:26 main:574] : INFO : Epoch 1011 | loss: 0.0311688 | val_loss: 0.0311709 | Time: 2518.42 ms [2020-12-22 04:46:28 main:574] : INFO : Epoch 1012 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 2522.39 ms [2020-12-22 04:46:31 main:574] : INFO : Epoch 1013 | loss: 0.0311661 | val_loss: 0.0311706 | Time: 2519.62 ms [2020-12-22 04:46:33 main:574] : INFO : Epoch 1014 | loss: 0.0311661 | val_loss: 0.03117 | Time: 2525.41 ms [2020-12-22 04:46:36 main:574] : INFO : Epoch 1015 | loss: 0.0311661 | val_loss: 0.0311715 | Time: 2526.17 ms [2020-12-22 04:46:38 main:574] : INFO : Epoch 1016 | loss: 0.0311677 | val_loss: 0.0311742 | Time: 2523.77 ms [2020-12-22 04:46:41 main:574] : INFO : Epoch 1017 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 2545.87 ms [2020-12-22 04:46:44 main:574] : INFO : Epoch 1018 | loss: 0.031164 | val_loss: 0.0311689 | Time: 2562.07 ms [2020-12-22 04:46:46 main:574] : INFO : Epoch 1019 | loss: 0.031165 | val_loss: 0.0311697 | Time: 2546.05 ms [2020-12-22 04:46:49 main:574] : INFO : Epoch 1020 | loss: 0.0311648 | val_loss: 0.0311702 | Time: 2555.58 ms [2020-12-22 04:46:51 main:574] : INFO : Epoch 1021 | loss: 0.0311642 | val_loss: 0.0311688 | Time: 2556.6 ms [2020-12-22 04:46:54 main:574] : INFO : Epoch 1022 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 2551.39 ms [2020-12-22 04:46:56 main:574] : INFO : Epoch 1023 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2556.73 ms [2020-12-22 04:46:59 main:574] : INFO : Epoch 1024 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 2553.64 ms [2020-12-22 04:46:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311705 [2020-12-22 04:46:59 main:603] : INFO : Saving end state to config to file [2020-12-22 04:46:59 main:608] : INFO : Success, exiting.. 04:46:59 (22104): 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)