Task 3569456
| Name | ParityMachine-1605455173-24953-15_0 |
| Workunit | 1787968 |
| Created | 6 Jan 2021, 19:00:11 UTC |
| Sent | 9 Jan 2021, 1:20:10 UTC |
| Report deadline | 16 Jan 2021, 1:20:10 UTC |
| Received | 9 Jan 2021, 3:03:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 44 min 16 sec |
| CPU time | 41 min 34 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 | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.031165 | val_loss: 0.031173 | Time: 2578.71 ms
[2021-01-09 03:41:11 main:574] : INFO : Epoch 515 | loss: 0.031165 | val_loss: 0.0311711 | Time: 2496.16 ms
[2021-01-09 03:41:13 main:574] : INFO : Epoch 516 | loss: 0.031164 | val_loss: 0.0311701 | Time: 2490.9 ms
[2021-01-09 03:41:16 main:574] : INFO : Epoch 517 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 2661.13 ms
[2021-01-09 03:41:19 main:574] : INFO : Epoch 518 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 2511.6 ms
[2021-01-09 03:41:21 main:574] : INFO : Epoch 519 | loss: 0.0311663 | val_loss: 0.0311692 | Time: 2531.28 ms
[2021-01-09 03:41:24 main:574] : INFO : Epoch 520 | loss: 0.0311645 | val_loss: 0.0311709 | Time: 2538.47 ms
[2021-01-09 03:41:26 main:574] : INFO : Epoch 521 | loss: 0.0311638 | val_loss: 0.0311699 | Time: 2608.54 ms
[2021-01-09 03:41:29 main:574] : INFO : Epoch 522 | loss: 0.0311636 | val_loss: 0.0311701 | Time: 2498.07 ms
[2021-01-09 03:41:31 main:574] : INFO : Epoch 523 | loss: 0.0311637 | val_loss: 0.031172 | Time: 2540.29 ms
[2021-01-09 03:41:34 main:574] : INFO : Epoch 524 | loss: 0.0311652 | val_loss: 0.031172 | Time: 2539.49 ms
[2021-01-09 03:41:36 main:574] : INFO : Epoch 525 | loss: 0.031163 | val_loss: 0.0311696 | Time: 2470.56 ms
[2021-01-09 03:41:39 main:574] : INFO : Epoch 526 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 2516.62 ms
[2021-01-09 03:41:41 main:574] : INFO : Epoch 527 | loss: 0.0311637 | val_loss: 0.0311718 | Time: 2464.6 ms
[2021-01-09 03:41:44 main:574] : INFO : Epoch 528 | loss: 0.0311638 | val_loss: 0.0311715 | Time: 2536.88 ms
[2021-01-09 03:41:47 main:574] : INFO : Epoch 529 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 2501.71 ms
[2021-01-09 03:41:49 main:574] : INFO : Epoch 530 | loss: 0.0311649 | val_loss: 0.0311697 | Time: 2604.19 ms
[2021-01-09 03:41:52 main:574] : INFO : Epoch 531 | loss: 0.0311643 | val_loss: 0.0311708 | Time: 2633.3 ms
[2021-01-09 03:41:54 main:574] : INFO : Epoch 532 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 2571.6 ms
[2021-01-09 03:41:57 main:574] : INFO : Epoch 533 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 2561.06 ms
[2021-01-09 03:42:00 main:574] : INFO : Epoch 534 | loss: 0.0311629 | val_loss: 0.0311704 | Time: 2550.91 ms
[2021-01-09 03:42:02 main:574] : INFO : Epoch 535 | loss: 0.0311627 | val_loss: 0.0311709 | Time: 2528.83 ms
[2021-01-09 03:42:05 main:574] : INFO : Epoch 536 | loss: 0.0311624 | val_loss: 0.0311703 | Time: 2527.89 ms
[2021-01-09 03:42:07 main:574] : INFO : Epoch 537 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 2528.37 ms
[2021-01-09 03:42:10 main:574] : INFO : Epoch 538 | loss: 0.0311622 | val_loss: 0.031172 | Time: 2564.22 ms
[2021-01-09 03:42:12 main:574] : INFO : Epoch 539 | loss: 0.0311631 | val_loss: 0.0311698 | Time: 2525.76 ms
[2021-01-09 03:42:15 main:574] : INFO : Epoch 540 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 2504.51 ms
[2021-01-09 03:42:18 main:574] : INFO : Epoch 541 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 2576.45 ms
[2021-01-09 03:42:20 main:574] : INFO : Epoch 542 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2510.46 ms
[2021-01-09 03:42:23 main:574] : INFO : Epoch 543 | loss: 0.0311632 | val_loss: 0.031171 | Time: 2490.26 ms
[2021-01-09 03:42:25 main:574] : INFO : Epoch 544 | loss: 0.0311627 | val_loss: 0.0311696 | Time: 2587.82 ms
[2021-01-09 03:42:28 main:574] : INFO : Epoch 545 | loss: 0.0311643 | val_loss: 0.0311697 | Time: 2428.78 ms
[2021-01-09 03:42:30 main:574] : INFO : Epoch 546 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 2517.97 ms
[2021-01-09 03:42:33 main:574] : INFO : Epoch 547 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 2594.02 ms
[2021-01-09 03:42:35 main:574] : INFO : Epoch 548 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 2495.45 ms
[2021-01-09 03:42:38 main:574] : INFO : Epoch 549 | loss: 0.0311623 | val_loss: 0.031173 | Time: 2502.66 ms
[2021-01-09 03:42:40 main:574] : INFO : Epoch 550 | loss: 0.0311631 | val_loss: 0.031172 | Time: 2629.68 ms
[2021-01-09 03:42:43 main:574] : INFO : Epoch 551 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 2484.33 ms
[2021-01-09 03:42:46 main:574] : INFO : Epoch 552 | loss: 0.0311632 | val_loss: 0.0311716 | Time: 2564.78 ms
[2021-01-09 03:42:48 main:574] : INFO : Epoch 553 | loss: 0.0311624 | val_loss: 0.0311699 | Time: 2514.46 ms
[2021-01-09 03:42:51 main:574] : INFO : Epoch 554 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 2521.92 ms
[2021-01-09 03:42:53 main:574] : INFO : Epoch 555 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 2581.07 ms
[2021-01-09 03:42:56 main:574] : INFO : Epoch 556 | loss: 0.0311622 | val_loss: 0.031168 | Time: 2584.07 ms
[2021-01-09 03:42:58 main:574] : INFO : Epoch 557 | loss: 0.0311644 | val_loss: 0.0311776 | Time: 2609.44 ms
[2021-01-09 03:43:01 main:574] : INFO : Epoch 558 | loss: 0.0311644 | val_loss: 0.0311694 | Time: 2654.8 ms
[2021-01-09 03:43:04 main:574] : INFO : Epoch 559 | loss: 0.0311624 | val_loss: 0.0311682 | Time: 2595.23 ms
[2021-01-09 03:43:07 main:574] : INFO : Epoch 560 | loss: 0.031162 | val_loss: 0.0311738 | Time: 2468.84 ms
[2021-01-09 03:43:09 main:574] : INFO : Epoch 561 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 2507.52 ms
[2021-01-09 03:43:12 main:574] : INFO : Epoch 562 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 2460.51 ms
[2021-01-09 03:43:14 main:574] : INFO : Epoch 563 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 2612.49 ms
[2021-01-09 03:43:17 main:574] : INFO : Epoch 564 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 2488.83 ms
[2021-01-09 03:43:19 main:574] : INFO : Epoch 565 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 2626.2 ms
[2021-01-09 03:43:22 main:574] : INFO : Epoch 566 | loss: 0.0311646 | val_loss: 0.0311704 | Time: 2483.34 ms
[2021-01-09 03:43:24 main:574] : INFO : Epoch 567 | loss: 0.0311652 | val_loss: 0.0311709 | Time: 2580.65 ms
[2021-01-09 03:43:27 main:574] : INFO : Epoch 568 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 2545.45 ms
[2021-01-09 03:43:30 main:574] : INFO : Epoch 569 | loss: 0.031165 | val_loss: 0.0311699 | Time: 2516.49 ms
[2021-01-09 03:43:32 main:574] : INFO : Epoch 570 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 2526.67 ms
[2021-01-09 03:43:35 main:574] : INFO : Epoch 571 | loss: 0.031163 | val_loss: 0.0311691 | Time: 2463.78 ms
[2021-01-09 03:43:37 main:574] : INFO : Epoch 572 | loss: 0.0311631 | val_loss: 0.0311689 | Time: 2502.65 ms
[2021-01-09 03:43:40 main:574] : INFO : Epoch 573 | loss: 0.0311626 | val_loss: 0.03117 | Time: 2561.18 ms
[2021-01-09 03:43:42 main:574] : INFO : Epoch 574 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 2406.65 ms
[2021-01-09 03:43:45 main:574] : INFO : Epoch 575 | loss: 0.031163 | val_loss: 0.031168 | Time: 2624 ms
[2021-01-09 03:43:47 main:574] : INFO : Epoch 576 | loss: 0.0311629 | val_loss: 0.0311685 | Time: 2579.49 ms
[2021-01-09 03:43:50 main:574] : INFO : Epoch 577 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2496.74 ms
[2021-01-09 03:43:53 main:574] : INFO : Epoch 578 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 2578.19 ms
[2021-01-09 03:43:55 main:574] : INFO : Epoch 579 | loss: 0.0311655 | val_loss: 0.0311678 | Time: 2534.95 ms
[2021-01-09 03:43:58 main:574] : INFO : Epoch 580 | loss: 0.0311658 | val_loss: 0.0311676 | Time: 2482.19 ms
[2021-01-09 03:44:00 main:574] : INFO : Epoch 581 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 2642.56 ms
[2021-01-09 03:44:03 main:574] : INFO : Epoch 582 | loss: 0.0311638 | val_loss: 0.0311702 | Time: 2492.08 ms
[2021-01-09 03:44:05 main:574] : INFO : Epoch 583 | loss: 0.0311626 | val_loss: 0.0311671 | Time: 2502.51 ms
[2021-01-09 03:44:08 main:574] : INFO : Epoch 584 | loss: 0.0311617 | val_loss: 0.0311685 | Time: 2533.66 ms
[2021-01-09 03:44:10 main:574] : INFO : Epoch 585 | loss: 0.0311618 | val_loss: 0.0311685 | Time: 2493.73 ms
[2021-01-09 03:44:13 main:574] : INFO : Epoch 586 | loss: 0.0311618 | val_loss: 0.0311676 | Time: 2521.89 ms
[2021-01-09 03:44:15 main:574] : INFO : Epoch 587 | loss: 0.0311652 | val_loss: 0.0311731 | Time: 2501.93 ms
[2021-01-09 03:44:18 main:574] : INFO : Epoch 588 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 2486.52 ms
[2021-01-09 03:44:20 main:574] : INFO : Epoch 589 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2527.04 ms
[2021-01-09 03:44:23 main:574] : INFO : Epoch 590 | loss: 0.031162 | val_loss: 0.0311701 | Time: 2479.31 ms
[2021-01-09 03:44:26 main:574] : INFO : Epoch 591 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 2572.78 ms
[2021-01-09 03:44:28 main:574] : INFO : Epoch 592 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 2626.61 ms
[2021-01-09 03:44:31 main:574] : INFO : Epoch 593 | loss: 0.0311645 | val_loss: 0.0311747 | Time: 2494.2 ms
[2021-01-09 03:44:33 main:574] : INFO : Epoch 594 | loss: 0.0311633 | val_loss: 0.0311672 | Time: 2648.05 ms
[2021-01-09 03:44:36 main:574] : INFO : Epoch 595 | loss: 0.0311622 | val_loss: 0.0311696 | Time: 2462.49 ms
[2021-01-09 03:44:38 main:574] : INFO : Epoch 596 | loss: 0.0311621 | val_loss: 0.0311685 | Time: 2497.32 ms
[2021-01-09 03:44:41 main:574] : INFO : Epoch 597 | loss: 0.0311635 | val_loss: 0.0311713 | Time: 2489.53 ms
[2021-01-09 03:44:43 main:574] : INFO : Epoch 598 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 2609.82 ms
[2021-01-09 03:44:46 main:574] : INFO : Epoch 599 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 2593.94 ms
[2021-01-09 03:44:49 main:574] : INFO : Epoch 600 | loss: 0.0311626 | val_loss: 0.0311719 | Time: 2514.17 ms
[2021-01-09 03:44:51 main:574] : INFO : Epoch 601 | loss: 0.0311633 | val_loss: 0.0311687 | Time: 2535.49 ms
[2021-01-09 03:44:54 main:574] : INFO : Epoch 602 | loss: 0.0311609 | val_loss: 0.0311674 | Time: 2496.71 ms
[2021-01-09 03:44:56 main:574] : INFO : Epoch 603 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2569.2 ms
[2021-01-09 03:44:59 main:574] : INFO : Epoch 604 | loss: 0.0311612 | val_loss: 0.0311687 | Time: 2455.11 ms
[2021-01-09 03:45:01 main:574] : INFO : Epoch 605 | loss: 0.031163 | val_loss: 0.0311679 | Time: 2480.78 ms
[2021-01-09 03:45:04 main:574] : INFO : Epoch 606 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 2635.52 ms
[2021-01-09 03:45:07 main:574] : INFO : Epoch 607 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 2649.99 ms
[2021-01-09 03:45:09 main:574] : INFO : Epoch 608 | loss: 0.0311605 | val_loss: 0.0311684 | Time: 2506.3 ms
[2021-01-09 03:45:12 main:574] : INFO : Epoch 609 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 2459.83 ms
[2021-01-09 03:45:14 main:574] : INFO : Epoch 610 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 2591.6 ms
[2021-01-09 03:45:17 main:574] : INFO : Epoch 611 | loss: 0.0311618 | val_loss: 0.0311669 | Time: 2544.17 ms
[2021-01-09 03:45:19 main:574] : INFO : Epoch 612 | loss: 0.0311631 | val_loss: 0.0311729 | Time: 2565.2 ms
[2021-01-09 03:45:22 main:574] : INFO : Epoch 613 | loss: 0.031163 | val_loss: 0.0311683 | Time: 2455.94 ms
[2021-01-09 03:45:24 main:574] : INFO : Epoch 614 | loss: 0.0311622 | val_loss: 0.0311681 | Time: 2539.22 ms
[2021-01-09 03:45:27 main:574] : INFO : Epoch 615 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 2475.59 ms
[2021-01-09 03:45:30 main:574] : INFO : Epoch 616 | loss: 0.031161 | val_loss: 0.0311738 | Time: 2517.03 ms
[2021-01-09 03:45:32 main:574] : INFO : Epoch 617 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 2482.25 ms
[2021-01-09 03:45:35 main:574] : INFO : Epoch 618 | loss: 0.0311614 | val_loss: 0.0311667 | Time: 2521.56 ms
[2021-01-09 03:45:37 main:574] : INFO : Epoch 619 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 2622.49 ms
[2021-01-09 03:45:40 main:574] : INFO : Epoch 620 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2517.4 ms
[2021-01-09 03:45:42 main:574] : INFO : Epoch 621 | loss: 0.0311604 | val_loss: 0.0311689 | Time: 2493.89 ms
[2021-01-09 03:45:45 main:574] : INFO : Epoch 622 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 2509.86 ms
[2021-01-09 03:45:47 main:574] : INFO : Epoch 623 | loss: 0.0311617 | val_loss: 0.031168 | Time: 2527.89 ms
[2021-01-09 03:45:50 main:574] : INFO : Epoch 624 | loss: 0.0311601 | val_loss: 0.0311677 | Time: 2604.57 ms
[2021-01-09 03:45:53 main:574] : INFO : Epoch 625 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 2527.79 ms
[2021-01-09 03:45:55 main:574] : INFO : Epoch 626 | loss: 0.0311627 | val_loss: 0.0311712 | Time: 2612.56 ms
[2021-01-09 03:45:58 main:574] : INFO : Epoch 627 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 2507.41 ms
[2021-01-09 03:46:00 main:574] : INFO : Epoch 628 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 2621.07 ms
[2021-01-09 03:46:03 main:574] : INFO : Epoch 629 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 2542.94 ms
[2021-01-09 03:46:05 main:574] : INFO : Epoch 630 | loss: 0.0311595 | val_loss: 0.0311677 | Time: 2439.85 ms
[2021-01-09 03:46:09 main:574] : INFO : Epoch 631 | loss: 0.0311609 | val_loss: 0.0311672 | Time: 3178.45 ms
[2021-01-09 03:46:11 main:574] : INFO : Epoch 632 | loss: 0.03116 | val_loss: 0.0311689 | Time: 2755.56 ms
[2021-01-09 03:46:14 main:574] : INFO : Epoch 633 | loss: 0.0311599 | val_loss: 0.0311683 | Time: 2523.38 ms
[2021-01-09 03:46:17 main:574] : INFO : Epoch 634 | loss: 0.0311617 | val_loss: 0.0311698 | Time: 2580.16 ms
[2021-01-09 03:46:19 main:574] : INFO : Epoch 635 | loss: 0.0311603 | val_loss: 0.0311719 | Time: 2648.79 ms
[2021-01-09 03:46:22 main:574] : INFO : Epoch 636 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 2473.44 ms
[2021-01-09 03:46:24 main:574] : INFO : Epoch 637 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 2546.68 ms
[2021-01-09 03:46:27 main:574] : INFO : Epoch 638 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 2523.12 ms
[2021-01-09 03:46:29 main:574] : INFO : Epoch 639 | loss: 0.0311646 | val_loss: 0.0311688 | Time: 2523.89 ms
[2021-01-09 03:46:32 main:574] : INFO : Epoch 640 | loss: 0.0311614 | val_loss: 0.0311721 | Time: 2566.26 ms
[2021-01-09 03:46:34 main:574] : INFO : Epoch 641 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 2522.12 ms
[2021-01-09 03:46:37 main:574] : INFO : Epoch 642 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 2460.74 ms
[2021-01-09 03:46:40 main:574] : INFO : Epoch 643 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 2738.03 ms
[2021-01-09 03:46:42 main:574] : INFO : Epoch 644 | loss: 0.0311634 | val_loss: 0.0311705 | Time: 2568.93 ms
[2021-01-09 03:46:45 main:574] : INFO : Epoch 645 | loss: 0.031163 | val_loss: 0.0311675 | Time: 2488.91 ms
[2021-01-09 03:46:47 main:574] : INFO : Epoch 646 | loss: 0.0311634 | val_loss: 0.0311685 | Time: 2572.65 ms
[2021-01-09 03:46:50 main:574] : INFO : Epoch 647 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 2583.09 ms
[2021-01-09 03:46:53 main:574] : INFO : Epoch 648 | loss: 0.0311625 | val_loss: 0.0311707 | Time: 2524.96 ms
[2021-01-09 03:46:55 main:574] : INFO : Epoch 649 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 2608.25 ms
[2021-01-09 03:46:58 main:574] : INFO : Epoch 650 | loss: 0.0311615 | val_loss: 0.031168 | Time: 2500.24 ms
[2021-01-09 03:47:00 main:574] : INFO : Epoch 651 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 2555.51 ms
[2021-01-09 03:47:03 main:574] : INFO : Epoch 652 | loss: 0.0311606 | val_loss: 0.0311675 | Time: 2631.4 ms
[2021-01-09 03:47:06 main:574] : INFO : Epoch 653 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 2628.2 ms
[2021-01-09 03:47:08 main:574] : INFO : Epoch 654 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 2721.11 ms
[2021-01-09 03:47:11 main:574] : INFO : Epoch 655 | loss: 0.0311599 | val_loss: 0.0311685 | Time: 2777.51 ms
[2021-01-09 03:47:14 main:574] : INFO : Epoch 656 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 2695.24 ms
[2021-01-09 03:47:17 main:574] : INFO : Epoch 657 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 2630.45 ms
[2021-01-09 03:47:19 main:574] : INFO : Epoch 658 | loss: 0.0311614 | val_loss: 0.0311697 | Time: 2674.51 ms
[2021-01-09 03:47:22 main:574] : INFO : Epoch 659 | loss: 0.0311619 | val_loss: 0.0311715 | Time: 2672.97 ms
[2021-01-09 03:47:25 main:574] : INFO : Epoch 660 | loss: 0.0311626 | val_loss: 0.0311732 | Time: 2488.18 ms
[2021-01-09 03:47:27 main:574] : INFO : Epoch 661 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 2551.29 ms
[2021-01-09 03:47:30 main:574] : INFO : Epoch 662 | loss: 0.031161 | val_loss: 0.0311683 | Time: 2498.51 ms
[2021-01-09 03:47:32 main:574] : INFO : Epoch 663 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 2525.49 ms
[2021-01-09 03:47:35 main:574] : INFO : Epoch 664 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 2520.81 ms
[2021-01-09 03:47:37 main:574] : INFO : Epoch 665 | loss: 0.0311611 | val_loss: 0.0311678 | Time: 2473.8 ms
[2021-01-09 03:47:40 main:574] : INFO : Epoch 666 | loss: 0.0311613 | val_loss: 0.0311688 | Time: 2652.3 ms
[2021-01-09 03:47:42 main:574] : INFO : Epoch 667 | loss: 0.0311636 | val_loss: 0.0311766 | Time: 2580.52 ms
[2021-01-09 03:47:45 main:574] : INFO : Epoch 668 | loss: 0.0311624 | val_loss: 0.0311687 | Time: 2490.37 ms
[2021-01-09 03:47:48 main:574] : INFO : Epoch 669 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2520.66 ms
[2021-01-09 03:47:50 main:574] : INFO : Epoch 670 | loss: 0.0311613 | val_loss: 0.0311703 | Time: 2574.62 ms
[2021-01-09 03:47:53 main:574] : INFO : Epoch 671 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2470.73 ms
[2021-01-09 03:47:55 main:574] : INFO : Epoch 672 | loss: 0.0311619 | val_loss: 0.0311689 | Time: 2510.44 ms
[2021-01-09 03:47:58 main:574] : INFO : Epoch 673 | loss: 0.0311609 | val_loss: 0.0311693 | Time: 2519.08 ms
[2021-01-09 03:48:00 main:574] : INFO : Epoch 674 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 2538.07 ms
[2021-01-09 03:48:03 main:574] : INFO : Epoch 675 | loss: 0.031162 | val_loss: 0.0311686 | Time: 2457.62 ms
[2021-01-09 03:48:05 main:574] : INFO : Epoch 676 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2532.95 ms
[2021-01-09 03:48:08 main:574] : INFO : Epoch 677 | loss: 0.0311612 | val_loss: 0.031169 | Time: 2418.6 ms
[2021-01-09 03:48:10 main:574] : INFO : Epoch 678 | loss: 0.0311606 | val_loss: 0.03117 | Time: 2565.72 ms
[2021-01-09 03:48:13 main:574] : INFO : Epoch 679 | loss: 0.0311605 | val_loss: 0.031169 | Time: 2471.16 ms
[2021-01-09 03:48:15 main:574] : INFO : Epoch 680 | loss: 0.0311617 | val_loss: 0.031168 | Time: 2586.08 ms
[2021-01-09 03:48:18 main:574] : INFO : Epoch 681 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 2441.03 ms
[2021-01-09 03:48:20 main:574] : INFO : Epoch 682 | loss: 0.0311608 | val_loss: 0.0311701 | Time: 2568.65 ms
[2021-01-09 03:48:23 main:574] : INFO : Epoch 683 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2498.79 ms
[2021-01-09 03:48:26 main:574] : INFO : Epoch 684 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 2520.34 ms
[2021-01-09 03:48:28 main:574] : INFO : Epoch 685 | loss: 0.0311597 | val_loss: 0.0311745 | Time: 2534.95 ms
[2021-01-09 03:48:31 main:574] : INFO : Epoch 686 | loss: 0.0311617 | val_loss: 0.0311826 | Time: 2474.68 ms
[2021-01-09 03:48:33 main:574] : INFO : Epoch 687 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 2632.38 ms
[2021-01-09 03:48:36 main:574] : INFO : Epoch 688 | loss: 0.0311671 | val_loss: 0.0311717 | Time: 2561.21 ms
[2021-01-09 03:48:38 main:574] : INFO : Epoch 689 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 2586.13 ms
[2021-01-09 03:48:41 main:574] : INFO : Epoch 690 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 2455.08 ms
[2021-01-09 03:48:44 main:574] : INFO : Epoch 691 | loss: 0.03116 | val_loss: 0.0311705 | Time: 2632.46 ms
[2021-01-09 03:48:46 main:574] : INFO : Epoch 692 | loss: 0.0311602 | val_loss: 0.0311688 | Time: 2581.73 ms
[2021-01-09 03:48:49 main:574] : INFO : Epoch 693 | loss: 0.0311592 | val_loss: 0.0311683 | Time: 2527.77 ms
[2021-01-09 03:48:51 main:574] : INFO : Epoch 694 | loss: 0.0311602 | val_loss: 0.031171 | Time: 2618.72 ms
[2021-01-09 03:48:54 main:574] : INFO : Epoch 695 | loss: 0.0311597 | val_loss: 0.0311715 | Time: 2486.3 ms
[2021-01-09 03:48:56 main:574] : INFO : Epoch 696 | loss: 0.0311607 | val_loss: 0.0311694 | Time: 2514.34 ms
[2021-01-09 03:48:59 main:574] : INFO : Epoch 697 | loss: 0.0311606 | val_loss: 0.0311688 | Time: 2441.61 ms
[2021-01-09 03:49:01 main:574] : INFO : Epoch 698 | loss: 0.0311599 | val_loss: 0.0311746 | Time: 2571.6 ms
[2021-01-09 03:49:04 main:574] : INFO : Epoch 699 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 2654.78 ms
[2021-01-09 03:49:07 main:574] : INFO : Epoch 700 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2453.02 ms
[2021-01-09 03:49:09 main:574] : INFO : Epoch 701 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2638.14 ms
[2021-01-09 03:49:12 main:574] : INFO : Epoch 702 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 2452.13 ms
[2021-01-09 03:49:14 main:574] : INFO : Epoch 703 | loss: 0.0311609 | val_loss: 0.0311682 | Time: 2545.82 ms
[2021-01-09 03:49:17 main:574] : INFO : Epoch 704 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 2526.15 ms
[2021-01-09 03:49:19 main:574] : INFO : Epoch 705 | loss: 0.0311595 | val_loss: 0.0311682 | Time: 2590.91 ms
[2021-01-09 03:49:22 main:574] : INFO : Epoch 706 | loss: 0.0311588 | val_loss: 0.03117 | Time: 2566.6 ms
[2021-01-09 03:49:25 main:574] : INFO : Epoch 707 | loss: 0.031159 | val_loss: 0.0311686 | Time: 2473.48 ms
[2021-01-09 03:49:27 main:574] : INFO : Epoch 708 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2590.4 ms
[2021-01-09 03:49:30 main:574] : INFO : Epoch 709 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 2593.93 ms
[2021-01-09 03:49:32 main:574] : INFO : Epoch 710 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 2586.38 ms
[2021-01-09 03:49:35 main:574] : INFO : Epoch 711 | loss: 0.03116 | val_loss: 0.0311776 | Time: 2655.02 ms
[2021-01-09 03:49:38 main:574] : INFO : Epoch 712 | loss: 0.0311592 | val_loss: 0.031175 | Time: 2537.42 ms
[2021-01-09 03:49:40 main:574] : INFO : Epoch 713 | loss: 0.0311591 | val_loss: 0.0311728 | Time: 2633.74 ms
[2021-01-09 03:49:43 main:574] : INFO : Epoch 714 | loss: 0.0311602 | val_loss: 0.0311713 | Time: 2770.15 ms
[2021-01-09 03:49:46 main:574] : INFO : Epoch 715 | loss: 0.0311583 | val_loss: 0.0311696 | Time: 2608.62 ms
[2021-01-09 03:49:48 main:574] : INFO : Epoch 716 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 2543.43 ms
[2021-01-09 03:49:51 main:574] : INFO : Epoch 717 | loss: 0.0311616 | val_loss: 0.0311691 | Time: 2528.84 ms
[2021-01-09 03:49:53 main:574] : INFO : Epoch 718 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 2680.22 ms
[2021-01-09 03:49:56 main:574] : INFO : Epoch 719 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 2519.57 ms
[2021-01-09 03:49:59 main:574] : INFO : Epoch 720 | loss: 0.0311607 | val_loss: 0.0311715 | Time: 2510.83 ms
[2021-01-09 03:50:01 main:574] : INFO : Epoch 721 | loss: 0.0311598 | val_loss: 0.0311683 | Time: 2611.93 ms
[2021-01-09 03:50:04 main:574] : INFO : Epoch 722 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 2464.38 ms
[2021-01-09 03:50:06 main:574] : INFO : Epoch 723 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 2567.47 ms
[2021-01-09 03:50:09 main:574] : INFO : Epoch 724 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2589.42 ms
[2021-01-09 03:50:11 main:574] : INFO : Epoch 725 | loss: 0.0311587 | val_loss: 0.0311706 | Time: 2475.71 ms
[2021-01-09 03:50:14 main:574] : INFO : Epoch 726 | loss: 0.0311587 | val_loss: 0.0311693 | Time: 2505.54 ms
[2021-01-09 03:50:16 main:574] : INFO : Epoch 727 | loss: 0.0311591 | val_loss: 0.031171 | Time: 2538.29 ms
[2021-01-09 03:50:19 main:574] : INFO : Epoch 728 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 2597.86 ms
[2021-01-09 03:50:22 main:574] : INFO : Epoch 729 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2574.23 ms
[2021-01-09 03:50:24 main:574] : INFO : Epoch 730 | loss: 0.0311598 | val_loss: 0.031172 | Time: 2461.38 ms
[2021-01-09 03:50:27 main:574] : INFO : Epoch 731 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 2510.56 ms
[2021-01-09 03:50:29 main:574] : INFO : Epoch 732 | loss: 0.0311601 | val_loss: 0.0311682 | Time: 2567.77 ms
[2021-01-09 03:50:32 main:574] : INFO : Epoch 733 | loss: 0.03116 | val_loss: 0.0311706 | Time: 2454.46 ms
[2021-01-09 03:50:34 main:574] : INFO : Epoch 734 | loss: 0.0311639 | val_loss: 0.031173 | Time: 2571.26 ms
[2021-01-09 03:50:37 main:574] : INFO : Epoch 735 | loss: 0.0311691 | val_loss: 0.0311701 | Time: 2551.53 ms
[2021-01-09 03:50:39 main:574] : INFO : Epoch 736 | loss: 0.0346375 | val_loss: 0.122537 | Time: 2520.81 ms
[2021-01-09 03:50:42 main:574] : INFO : Epoch 737 | loss: 0.0494785 | val_loss: 0.0326973 | Time: 2629.28 ms
[2021-01-09 03:50:45 main:574] : INFO : Epoch 738 | loss: 0.0359765 | val_loss: 0.0320131 | Time: 2502.96 ms
[2021-01-09 03:50:47 main:574] : INFO : Epoch 739 | loss: 0.0317624 | val_loss: 0.0314837 | Time: 2559 ms
[2021-01-09 03:50:50 main:574] : INFO : Epoch 740 | loss: 0.03134 | val_loss: 0.0312702 | Time: 2560.89 ms
[2021-01-09 03:50:52 main:574] : INFO : Epoch 741 | loss: 0.0312714 | val_loss: 0.0312591 | Time: 2484.67 ms
[2021-01-09 03:50:55 main:574] : INFO : Epoch 742 | loss: 0.0312574 | val_loss: 0.0312531 | Time: 2489.86 ms
[2021-01-09 03:50:57 main:574] : INFO : Epoch 743 | loss: 0.0312522 | val_loss: 0.0312499 | Time: 2560.64 ms
[2021-01-09 03:51:00 main:574] : INFO : Epoch 744 | loss: 0.0312489 | val_loss: 0.0312477 | Time: 2528.26 ms
[2021-01-09 03:51:03 main:574] : INFO : Epoch 745 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2506.3 ms
[2021-01-09 03:51:05 main:574] : INFO : Epoch 746 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 2511.67 ms
[2021-01-09 03:51:08 main:574] : INFO : Epoch 747 | loss: 0.031243 | val_loss: 0.0312422 | Time: 2495.27 ms
[2021-01-09 03:51:10 main:574] : INFO : Epoch 748 | loss: 0.0312414 | val_loss: 0.0312405 | Time: 2648.91 ms
[2021-01-09 03:51:13 main:574] : INFO : Epoch 749 | loss: 0.0312396 | val_loss: 0.0312388 | Time: 2432.89 ms
[2021-01-09 03:51:15 main:574] : INFO : Epoch 750 | loss: 0.0312378 | val_loss: 0.0312374 | Time: 2603.18 ms
[2021-01-09 03:51:18 main:574] : INFO : Epoch 751 | loss: 0.031236 | val_loss: 0.0312354 | Time: 2456.69 ms
[2021-01-09 03:51:20 main:574] : INFO : Epoch 752 | loss: 0.0312343 | val_loss: 0.0312334 | Time: 2498.91 ms
[2021-01-09 03:51:23 main:574] : INFO : Epoch 753 | loss: 0.031232 | val_loss: 0.0312311 | Time: 2524.58 ms
[2021-01-09 03:51:25 main:574] : INFO : Epoch 754 | loss: 0.0312297 | val_loss: 0.0312288 | Time: 2543.1 ms
[2021-01-09 03:51:28 main:574] : INFO : Epoch 755 | loss: 0.0312273 | val_loss: 0.0312264 | Time: 2427.97 ms
[2021-01-09 03:51:30 main:574] : INFO : Epoch 756 | loss: 0.0312247 | val_loss: 0.031224 | Time: 2561.82 ms
[2021-01-09 03:51:33 main:574] : INFO : Epoch 757 | loss: 0.031222 | val_loss: 0.031221 | Time: 2622.72 ms
[2021-01-09 03:51:36 main:574] : INFO : Epoch 758 | loss: 0.0312191 | val_loss: 0.0312186 | Time: 2494.85 ms
[2021-01-09 03:51:38 main:574] : INFO : Epoch 759 | loss: 0.0312159 | val_loss: 0.0312146 | Time: 2491 ms
[2021-01-09 03:51:41 main:574] : INFO : Epoch 760 | loss: 0.0312126 | val_loss: 0.0312114 | Time: 2567.02 ms
[2021-01-09 03:51:43 main:574] : INFO : Epoch 761 | loss: 0.0312093 | val_loss: 0.0312082 | Time: 2568.66 ms
[2021-01-09 03:51:46 main:574] : INFO : Epoch 762 | loss: 0.0312063 | val_loss: 0.0312048 | Time: 2534.37 ms
[2021-01-09 03:51:48 main:574] : INFO : Epoch 763 | loss: 0.0312031 | val_loss: 0.031202 | Time: 2529.38 ms
[2021-01-09 03:51:51 main:574] : INFO : Epoch 764 | loss: 0.0312006 | val_loss: 0.0311996 | Time: 2539.02 ms
[2021-01-09 03:51:54 main:574] : INFO : Epoch 765 | loss: 0.0311987 | val_loss: 0.0311981 | Time: 2500.58 ms
[2021-01-09 03:51:56 main:574] : INFO : Epoch 766 | loss: 0.0311971 | val_loss: 0.0311962 | Time: 2694.69 ms
[2021-01-09 03:51:59 main:574] : INFO : Epoch 767 | loss: 0.0311957 | val_loss: 0.0311953 | Time: 2560.55 ms
[2021-01-09 03:52:01 main:574] : INFO : Epoch 768 | loss: 0.031195 | val_loss: 0.031195 | Time: 2610.83 ms
[2021-01-09 03:52:04 main:574] : INFO : Epoch 769 | loss: 0.0311946 | val_loss: 0.0311943 | Time: 2474.05 ms
[2021-01-09 03:52:06 main:574] : INFO : Epoch 770 | loss: 0.0311944 | val_loss: 0.031194 | Time: 2569.42 ms
[2021-01-09 03:52:09 main:574] : INFO : Epoch 771 | loss: 0.0311937 | val_loss: 0.0311939 | Time: 2486.93 ms
[2021-01-09 03:52:11 main:574] : INFO : Epoch 772 | loss: 0.0311937 | val_loss: 0.0311935 | Time: 2428 ms
[2021-01-09 03:52:14 main:574] : INFO : Epoch 773 | loss: 0.0311934 | val_loss: 0.0311934 | Time: 2670.86 ms
[2021-01-09 03:52:17 main:574] : INFO : Epoch 774 | loss: 0.0311933 | val_loss: 0.0311932 | Time: 2660.91 ms
[2021-01-09 03:52:20 main:574] : INFO : Epoch 775 | loss: 0.0311935 | val_loss: 0.0311931 | Time: 2551.45 ms
[2021-01-09 03:52:22 main:574] : INFO : Epoch 776 | loss: 0.0311931 | val_loss: 0.0311931 | Time: 2617.12 ms
[2021-01-09 03:52:25 main:574] : INFO : Epoch 777 | loss: 0.031193 | val_loss: 0.0311936 | Time: 2539.9 ms
[2021-01-09 03:52:27 main:574] : INFO : Epoch 778 | loss: 0.0311934 | val_loss: 0.0311931 | Time: 2530.7 ms
[2021-01-09 03:52:30 main:574] : INFO : Epoch 779 | loss: 0.0311932 | val_loss: 0.0311931 | Time: 2599.26 ms
[2021-01-09 03:52:33 main:574] : INFO : Epoch 780 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 2483.77 ms
[2021-01-09 03:52:35 main:574] : INFO : Epoch 781 | loss: 0.0311928 | val_loss: 0.0311931 | Time: 2562.84 ms
[2021-01-09 03:52:38 main:574] : INFO : Epoch 782 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 2524.54 ms
[2021-01-09 03:52:40 main:574] : INFO : Epoch 783 | loss: 0.0311928 | val_loss: 0.0311927 | Time: 2553.93 ms
[2021-01-09 03:52:43 main:574] : INFO : Epoch 784 | loss: 0.0311927 | val_loss: 0.031193 | Time: 2587.63 ms
[2021-01-09 03:52:45 main:574] : INFO : Epoch 785 | loss: 0.0311927 | val_loss: 0.0311929 | Time: 2488.93 ms
[2021-01-09 03:52:48 main:574] : INFO : Epoch 786 | loss: 0.0311928 | val_loss: 0.0311926 | Time: 2478.02 ms
[2021-01-09 03:52:51 main:574] : INFO : Epoch 787 | loss: 0.0311926 | val_loss: 0.0311926 | Time: 2618.22 ms
[2021-01-09 03:52:53 main:574] : INFO : Epoch 788 | loss: 0.0311929 | val_loss: 0.0311928 | Time: 2620.05 ms
[2021-01-09 03:52:56 main:574] : INFO : Epoch 789 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 2518.96 ms
[2021-01-09 03:52:58 main:574] : INFO : Epoch 790 | loss: 0.0311926 | val_loss: 0.0311925 | Time: 2525.72 ms
[2021-01-09 03:53:01 main:574] : INFO : Epoch 791 | loss: 0.0311927 | val_loss: 0.0311924 | Time: 2471.8 ms
[2021-01-09 03:53:03 main:574] : INFO : Epoch 792 | loss: 0.0311926 | val_loss: 0.0311922 | Time: 2601.15 ms
[2021-01-09 03:53:06 main:574] : INFO : Epoch 793 | loss: 0.0311924 | val_loss: 0.0311921 | Time: 2489.78 ms
[2021-01-09 03:53:08 main:574] : INFO : Epoch 794 | loss: 0.0311923 | val_loss: 0.0311932 | Time: 2481.21 ms
[2021-01-09 03:53:11 main:574] : INFO : Epoch 795 | loss: 0.0311926 | val_loss: 0.0311922 | Time: 2456.68 ms
[2021-01-09 03:53:13 main:574] : INFO : Epoch 796 | loss: 0.0311923 | val_loss: 0.0311924 | Time: 2476.31 ms
[2021-01-09 03:53:16 main:574] : INFO : Epoch 797 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 2519.05 ms
[2021-01-09 03:53:18 main:574] : INFO : Epoch 798 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 2491.59 ms
[2021-01-09 03:53:21 main:574] : INFO : Epoch 799 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2546.77 ms
[2021-01-09 03:53:24 main:574] : INFO : Epoch 800 | loss: 0.031192 | val_loss: 0.031192 | Time: 2567.73 ms
[2021-01-09 03:53:26 main:574] : INFO : Epoch 801 | loss: 0.0311935 | val_loss: 0.031192 | Time: 2506.42 ms
[2021-01-09 03:53:29 main:574] : INFO : Epoch 802 | loss: 0.0311927 | val_loss: 0.0311925 | Time: 2541.89 ms
[2021-01-09 03:53:31 main:574] : INFO : Epoch 803 | loss: 0.0311935 | val_loss: 0.0311919 | Time: 2509.31 ms
[2021-01-09 03:53:34 main:574] : INFO : Epoch 804 | loss: 0.0311925 | val_loss: 0.0311918 | Time: 2544.55 ms
[2021-01-09 03:53:36 main:574] : INFO : Epoch 805 | loss: 0.0311921 | val_loss: 0.0311917 | Time: 2571.63 ms
[2021-01-09 03:53:39 main:574] : INFO : Epoch 806 | loss: 0.0311928 | val_loss: 0.0311952 | Time: 2503.32 ms
[2021-01-09 03:53:41 main:574] : INFO : Epoch 807 | loss: 0.0311929 | val_loss: 0.0311918 | Time: 2573.03 ms
[2021-01-09 03:53:44 main:574] : INFO : Epoch 808 | loss: 0.0311922 | val_loss: 0.0311925 | Time: 2539.61 ms
[2021-01-09 03:53:47 main:574] : INFO : Epoch 809 | loss: 0.0311923 | val_loss: 0.0311916 | Time: 2536.5 ms
[2021-01-09 03:53:49 main:574] : INFO : Epoch 810 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 2525.27 ms
[2021-01-09 03:53:52 main:574] : INFO : Epoch 811 | loss: 0.0311919 | val_loss: 0.0311918 | Time: 2464.69 ms
[2021-01-09 03:53:54 main:574] : INFO : Epoch 812 | loss: 0.0311922 | val_loss: 0.0311916 | Time: 2485.05 ms
[2021-01-09 03:53:57 main:574] : INFO : Epoch 813 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 2486.42 ms
[2021-01-09 03:53:59 main:574] : INFO : Epoch 814 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 2581.01 ms
[2021-01-09 03:54:02 main:574] : INFO : Epoch 815 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 2486.26 ms
[2021-01-09 03:54:04 main:574] : INFO : Epoch 816 | loss: 0.0311919 | val_loss: 0.0311921 | Time: 2567.67 ms
[2021-01-09 03:54:07 main:574] : INFO : Epoch 817 | loss: 0.031192 | val_loss: 0.0311915 | Time: 2472.25 ms
[2021-01-09 03:54:09 main:574] : INFO : Epoch 818 | loss: 0.0311922 | val_loss: 0.031195 | Time: 2580.25 ms
[2021-01-09 03:54:12 main:574] : INFO : Epoch 819 | loss: 0.0311932 | val_loss: 0.0311932 | Time: 2549.17 ms
[2021-01-09 03:54:15 main:574] : INFO : Epoch 820 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 2524.45 ms
[2021-01-09 03:54:17 main:574] : INFO : Epoch 821 | loss: 0.031192 | val_loss: 0.0311916 | Time: 2551.21 ms
[2021-01-09 03:54:20 main:574] : INFO : Epoch 822 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2468.15 ms
[2021-01-09 03:54:22 main:574] : INFO : Epoch 823 | loss: 0.0311923 | val_loss: 0.0311925 | Time: 2535.06 ms
[2021-01-09 03:54:25 main:574] : INFO : Epoch 824 | loss: 0.031192 | val_loss: 0.0311918 | Time: 2466.67 ms
[2021-01-09 03:54:27 main:574] : INFO : Epoch 825 | loss: 0.0311922 | val_loss: 0.0311928 | Time: 2531.14 ms
[2021-01-09 03:54:30 main:574] : INFO : Epoch 826 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2512.95 ms
[2021-01-09 03:54:32 main:574] : INFO : Epoch 827 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2640.85 ms
[2021-01-09 03:54:35 main:574] : INFO : Epoch 828 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 2473.19 ms
[2021-01-09 03:54:37 main:574] : INFO : Epoch 829 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2526.84 ms
[2021-01-09 03:54:40 main:574] : INFO : Epoch 830 | loss: 0.0311922 | val_loss: 0.0311914 | Time: 2517.64 ms
[2021-01-09 03:54:43 main:574] : INFO : Epoch 831 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 2787.25 ms
[2021-01-09 03:54:46 main:574] : INFO : Epoch 832 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 2766.57 ms
[2021-01-09 03:54:48 main:574] : INFO : Epoch 833 | loss: 0.0311919 | val_loss: 0.0311929 | Time: 2609.63 ms
[2021-01-09 03:54:51 main:574] : INFO : Epoch 834 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2511.86 ms
[2021-01-09 03:54:53 main:574] : INFO : Epoch 835 | loss: 0.031192 | val_loss: 0.031192 | Time: 2604.47 ms
[2021-01-09 03:54:56 main:574] : INFO : Epoch 836 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 2620.18 ms
[2021-01-09 03:54:59 main:574] : INFO : Epoch 837 | loss: 0.0311917 | val_loss: 0.0311915 | Time: 2474.7 ms
[2021-01-09 03:55:01 main:574] : INFO : Epoch 838 | loss: 0.0311919 | val_loss: 0.0311915 | Time: 2615.18 ms
[2021-01-09 03:55:04 main:574] : INFO : Epoch 839 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 2329.97 ms
[2021-01-09 03:55:06 main:574] : INFO : Epoch 840 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 2536.25 ms
[2021-01-09 03:55:09 main:574] : INFO : Epoch 841 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 2582.82 ms
[2021-01-09 03:55:11 main:574] : INFO : Epoch 842 | loss: 0.0311918 | val_loss: 0.0311918 | Time: 2554.62 ms
[2021-01-09 03:55:14 main:574] : INFO : Epoch 843 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 2522.94 ms
[2021-01-09 03:55:16 main:574] : INFO : Epoch 844 | loss: 0.031192 | val_loss: 0.0311914 | Time: 2577.37 ms
[2021-01-09 03:55:19 main:574] : INFO : Epoch 845 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 2469.12 ms
[2021-01-09 03:55:22 main:574] : INFO : Epoch 846 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 2596.57 ms
[2021-01-09 03:55:24 main:574] : INFO : Epoch 847 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 2618.18 ms
[2021-01-09 03:55:27 main:574] : INFO : Epoch 848 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 2514.31 ms
[2021-01-09 03:55:29 main:574] : INFO : Epoch 849 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2568.33 ms
[2021-01-09 03:55:32 main:574] : INFO : Epoch 850 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 2616.58 ms
[2021-01-09 03:55:35 main:574] : INFO : Epoch 851 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 2646.35 ms
[2021-01-09 03:55:37 main:574] : INFO : Epoch 852 | loss: 0.0311916 | val_loss: 0.0311913 | Time: 2494.13 ms
[2021-01-09 03:55:40 main:574] : INFO : Epoch 853 | loss: 0.031192 | val_loss: 0.0311915 | Time: 2493.19 ms
[2021-01-09 03:55:42 main:574] : INFO : Epoch 854 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 2537.92 ms
[2021-01-09 03:55:45 main:574] : INFO : Epoch 855 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 2453.28 ms
[2021-01-09 03:55:47 main:574] : INFO : Epoch 856 | loss: 0.0311933 | val_loss: 0.0311915 | Time: 2559.37 ms
[2021-01-09 03:55:50 main:574] : INFO : Epoch 857 | loss: 0.0311918 | val_loss: 0.0311916 | Time: 2596.61 ms
[2021-01-09 03:55:52 main:574] : INFO : Epoch 858 | loss: 0.0311921 | val_loss: 0.0311941 | Time: 2576.34 ms
[2021-01-09 03:55:55 main:574] : INFO : Epoch 859 | loss: 0.0311933 | val_loss: 0.0311929 | Time: 2519.44 ms
[2021-01-09 03:55:58 main:574] : INFO : Epoch 860 | loss: 0.0311921 | val_loss: 0.0311916 | Time: 2513.65 ms
[2021-01-09 03:56:00 main:574] : INFO : Epoch 861 | loss: 0.0311919 | val_loss: 0.0311922 | Time: 2513.64 ms
[2021-01-09 03:56:03 main:574] : INFO : Epoch 862 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 2504.12 ms
[2021-01-09 03:56:05 main:574] : INFO : Epoch 863 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 2586.69 ms
[2021-01-09 03:56:08 main:574] : INFO : Epoch 864 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 2603.63 ms
[2021-01-09 03:56:10 main:574] : INFO : Epoch 865 | loss: 0.0311917 | val_loss: 0.0311913 | Time: 2573.95 ms
[2021-01-09 03:56:13 main:574] : INFO : Epoch 866 | loss: 0.0311918 | val_loss: 0.0311925 | Time: 2575.55 ms
[2021-01-09 03:56:16 main:574] : INFO : Epoch 867 | loss: 0.0311916 | val_loss: 0.0311929 | Time: 2540.35 ms
[2021-01-09 03:56:18 main:574] : INFO : Epoch 868 | loss: 0.0311935 | val_loss: 0.0311929 | Time: 2596.55 ms
[2021-01-09 03:56:21 main:574] : INFO : Epoch 869 | loss: 0.0311919 | val_loss: 0.0311912 | Time: 2578.57 ms
[2021-01-09 03:56:23 main:574] : INFO : Epoch 870 | loss: 0.0311912 | val_loss: 0.031193 | Time: 2509.61 ms
[2021-01-09 03:56:26 main:574] : INFO : Epoch 871 | loss: 0.031192 | val_loss: 0.0311926 | Time: 2493.95 ms
[2021-01-09 03:56:28 main:574] : INFO : Epoch 872 | loss: 0.0311916 | val_loss: 0.0311917 | Time: 2552.43 ms
[2021-01-09 03:56:31 main:574] : INFO : Epoch 873 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 2537.21 ms
[2021-01-09 03:56:34 main:574] : INFO : Epoch 874 | loss: 0.0311911 | val_loss: 0.0311911 | Time: 2596.2 ms
[2021-01-09 03:56:36 main:574] : INFO : Epoch 875 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 2545.12 ms
[2021-01-09 03:56:39 main:574] : INFO : Epoch 876 | loss: 0.0311909 | val_loss: 0.0311902 | Time: 2479.73 ms
[2021-01-09 03:56:41 main:574] : INFO : Epoch 877 | loss: 0.0311905 | val_loss: 0.0311902 | Time: 2511.57 ms
[2021-01-09 03:56:44 main:574] : INFO : Epoch 878 | loss: 0.0311903 | val_loss: 0.0311902 | Time: 2486.37 ms
[2021-01-09 03:56:46 main:574] : INFO : Epoch 879 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 2589.01 ms
[2021-01-09 03:56:49 main:574] : INFO : Epoch 880 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 2557.14 ms
[2021-01-09 03:56:51 main:574] : INFO : Epoch 881 | loss: 0.0311894 | val_loss: 0.0311891 | Time: 2581.3 ms
[2021-01-09 03:56:54 main:574] : INFO : Epoch 882 | loss: 0.0311896 | val_loss: 0.0311884 | Time: 2543.42 ms
[2021-01-09 03:56:57 main:574] : INFO : Epoch 883 | loss: 0.0311885 | val_loss: 0.031188 | Time: 2492.62 ms
[2021-01-09 03:56:59 main:574] : INFO : Epoch 884 | loss: 0.0311878 | val_loss: 0.0311892 | Time: 2574.39 ms
[2021-01-09 03:57:02 main:574] : INFO : Epoch 885 | loss: 0.0311871 | val_loss: 0.0311885 | Time: 2537.98 ms
[2021-01-09 03:57:04 main:574] : INFO : Epoch 886 | loss: 0.0311863 | val_loss: 0.0311855 | Time: 2554.25 ms
[2021-01-09 03:57:07 main:574] : INFO : Epoch 887 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 2553.93 ms
[2021-01-09 03:57:09 main:574] : INFO : Epoch 888 | loss: 0.031185 | val_loss: 0.0311848 | Time: 2532.06 ms
[2021-01-09 03:57:12 main:574] : INFO : Epoch 889 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 2537.78 ms
[2021-01-09 03:57:14 main:574] : INFO : Epoch 890 | loss: 0.0311838 | val_loss: 0.0311841 | Time: 2458.13 ms
[2021-01-09 03:57:17 main:574] : INFO : Epoch 891 | loss: 0.0311837 | val_loss: 0.0311842 | Time: 2520.49 ms
[2021-01-09 03:57:19 main:574] : INFO : Epoch 892 | loss: 0.0311835 | val_loss: 0.0311839 | Time: 2450.59 ms
[2021-01-09 03:57:22 main:574] : INFO : Epoch 893 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 2596.47 ms
[2021-01-09 03:57:25 main:574] : INFO : Epoch 894 | loss: 0.0311832 | val_loss: 0.0311834 | Time: 2458.56 ms
[2021-01-09 03:57:27 main:574] : INFO : Epoch 895 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 2624.94 ms
[2021-01-09 03:57:30 main:574] : INFO : Epoch 896 | loss: 0.0311825 | val_loss: 0.0311821 | Time: 2603.45 ms
[2021-01-09 03:57:32 main:574] : INFO : Epoch 897 | loss: 0.0311815 | val_loss: 0.0311816 | Time: 2576.39 ms
[2021-01-09 03:57:35 main:574] : INFO : Epoch 898 | loss: 0.0311811 | val_loss: 0.031181 | Time: 2469.64 ms
[2021-01-09 03:57:38 main:574] : INFO : Epoch 899 | loss: 0.0311808 | val_loss: 0.0311806 | Time: 2607.33 ms
[2021-01-09 03:57:40 main:574] : INFO : Epoch 900 | loss: 0.0311812 | val_loss: 0.0311806 | Time: 2599.83 ms
[2021-01-09 03:57:43 main:574] : INFO : Epoch 901 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 2477.02 ms
[2021-01-09 03:57:45 main:574] : INFO : Epoch 902 | loss: 0.0311808 | val_loss: 0.0311805 | Time: 2580.33 ms
[2021-01-09 03:57:48 main:574] : INFO : Epoch 903 | loss: 0.0311807 | val_loss: 0.0311809 | Time: 2593.85 ms
[2021-01-09 03:57:51 main:574] : INFO : Epoch 904 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2661.25 ms
[2021-01-09 03:57:53 main:574] : INFO : Epoch 905 | loss: 0.0311802 | val_loss: 0.0311801 | Time: 2528.95 ms
[2021-01-09 03:57:56 main:574] : INFO : Epoch 906 | loss: 0.0311803 | val_loss: 0.0311805 | Time: 2554.73 ms
[2021-01-09 03:57:58 main:574] : INFO : Epoch 907 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 2561.55 ms
[2021-01-09 03:58:01 main:574] : INFO : Epoch 908 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 2707.57 ms
[2021-01-09 03:58:04 main:574] : INFO : Epoch 909 | loss: 0.0311802 | val_loss: 0.0311809 | Time: 2552.83 ms
[2021-01-09 03:58:06 main:574] : INFO : Epoch 910 | loss: 0.0311798 | val_loss: 0.0311815 | Time: 2642.22 ms
[2021-01-09 03:58:09 main:574] : INFO : Epoch 911 | loss: 0.0311811 | val_loss: 0.0311808 | Time: 2523.77 ms
[2021-01-09 03:58:11 main:574] : INFO : Epoch 912 | loss: 0.0311809 | val_loss: 0.0311806 | Time: 2542.9 ms
[2021-01-09 03:58:14 main:574] : INFO : Epoch 913 | loss: 0.0311803 | val_loss: 0.0311795 | Time: 2622.78 ms
[2021-01-09 03:58:17 main:574] : INFO : Epoch 914 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 2519.27 ms
[2021-01-09 03:58:19 main:574] : INFO : Epoch 915 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2557.21 ms
[2021-01-09 03:58:22 main:574] : INFO : Epoch 916 | loss: 0.0311805 | val_loss: 0.031179 | Time: 2505.7 ms
[2021-01-09 03:58:24 main:574] : INFO : Epoch 917 | loss: 0.0311802 | val_loss: 0.031179 | Time: 2535.31 ms
[2021-01-09 03:58:27 main:574] : INFO : Epoch 918 | loss: 0.0311808 | val_loss: 0.0311809 | Time: 2557.14 ms
[2021-01-09 03:58:29 main:574] : INFO : Epoch 919 | loss: 0.0311809 | val_loss: 0.0311809 | Time: 2539.08 ms
[2021-01-09 03:58:32 main:574] : INFO : Epoch 920 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 2579.54 ms
[2021-01-09 03:58:35 main:574] : INFO : Epoch 921 | loss: 0.0311807 | val_loss: 0.0311806 | Time: 2512.49 ms
[2021-01-09 03:58:37 main:574] : INFO : Epoch 922 | loss: 0.0311807 | val_loss: 0.0311798 | Time: 2625.3 ms
[2021-01-09 03:58:40 main:574] : INFO : Epoch 923 | loss: 0.0311813 | val_loss: 0.0311801 | Time: 2500.75 ms
[2021-01-09 03:58:42 main:574] : INFO : Epoch 924 | loss: 0.0311804 | val_loss: 0.0311796 | Time: 2562.47 ms
[2021-01-09 03:58:45 main:574] : INFO : Epoch 925 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 2517.88 ms
[2021-01-09 03:58:47 main:574] : INFO : Epoch 926 | loss: 0.0311813 | val_loss: 0.0311812 | Time: 2546.96 ms
[2021-01-09 03:58:50 main:574] : INFO : Epoch 927 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 2553.05 ms
[2021-01-09 03:58:52 main:574] : INFO : Epoch 928 | loss: 0.0311806 | val_loss: 0.0311797 | Time: 2490.62 ms
[2021-01-09 03:58:55 main:574] : INFO : Epoch 929 | loss: 0.0311806 | val_loss: 0.0311792 | Time: 2468.7 ms
[2021-01-09 03:58:58 main:574] : INFO : Epoch 930 | loss: 0.0311798 | val_loss: 0.0311792 | Time: 2506.08 ms
[2021-01-09 03:59:00 main:574] : INFO : Epoch 931 | loss: 0.03118 | val_loss: 0.0311797 | Time: 2625.97 ms
[2021-01-09 03:59:03 main:574] : INFO : Epoch 932 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 2526.29 ms
[2021-01-09 03:59:05 main:574] : INFO : Epoch 933 | loss: 0.0311819 | val_loss: 0.0311799 | Time: 2535.55 ms
[2021-01-09 03:59:08 main:574] : INFO : Epoch 934 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 2500.43 ms
[2021-01-09 03:59:10 main:574] : INFO : Epoch 935 | loss: 0.0311797 | val_loss: 0.0311802 | Time: 2518.65 ms
[2021-01-09 03:59:13 main:574] : INFO : Epoch 936 | loss: 0.0311807 | val_loss: 0.0311796 | Time: 2493.38 ms
[2021-01-09 03:59:15 main:574] : INFO : Epoch 937 | loss: 0.0311805 | val_loss: 0.0311794 | Time: 2526.87 ms
[2021-01-09 03:59:18 main:574] : INFO : Epoch 938 | loss: 0.0311802 | val_loss: 0.0311797 | Time: 2587.25 ms
[2021-01-09 03:59:21 main:574] : INFO : Epoch 939 | loss: 0.0311798 | val_loss: 0.031181 | Time: 2511.62 ms
[2021-01-09 03:59:23 main:574] : INFO : Epoch 940 | loss: 0.0311801 | val_loss: 0.0311825 | Time: 2561.33 ms
[2021-01-09 03:59:26 main:574] : INFO : Epoch 941 | loss: 0.0311804 | val_loss: 0.0311798 | Time: 2470.94 ms
[2021-01-09 03:59:28 main:574] : INFO : Epoch 942 | loss: 0.03118 | val_loss: 0.0311802 | Time: 2616.4 ms
[2021-01-09 03:59:31 main:574] : INFO : Epoch 943 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 2524.42 ms
[2021-01-09 03:59:33 main:574] : INFO : Epoch 944 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 2557.91 ms
[2021-01-09 03:59:36 main:574] : INFO : Epoch 945 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2662.66 ms
[2021-01-09 03:59:39 main:574] : INFO : Epoch 946 | loss: 0.0311796 | val_loss: 0.0311804 | Time: 2444.9 ms
[2021-01-09 03:59:41 main:574] : INFO : Epoch 947 | loss: 0.0311798 | val_loss: 0.0311812 | Time: 2595.03 ms
[2021-01-09 03:59:44 main:574] : INFO : Epoch 948 | loss: 0.0311805 | val_loss: 0.031181 | Time: 2581.81 ms
[2021-01-09 03:59:46 main:574] : INFO : Epoch 949 | loss: 0.0311798 | val_loss: 0.0311799 | Time: 2565.27 ms
[2021-01-09 03:59:49 main:574] : INFO : Epoch 950 | loss: 0.0311801 | val_loss: 0.0311822 | Time: 2449.86 ms
[2021-01-09 03:59:51 main:574] : INFO : Epoch 951 | loss: 0.0311799 | val_loss: 0.0311808 | Time: 2578.78 ms
[2021-01-09 03:59:54 main:574] : INFO : Epoch 952 | loss: 0.03118 | val_loss: 0.0311809 | Time: 2534.21 ms
[2021-01-09 03:59:57 main:574] : INFO : Epoch 953 | loss: 0.0311799 | val_loss: 0.0311814 | Time: 2572.84 ms
[2021-01-09 03:59:59 main:574] : INFO : Epoch 954 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2480.62 ms
[2021-01-09 04:00:02 main:574] : INFO : Epoch 955 | loss: 0.03118 | val_loss: 0.0311808 | Time: 2604.7 ms
[2021-01-09 04:00:04 main:574] : INFO : Epoch 956 | loss: 0.0311793 | val_loss: 0.0311817 | Time: 2554.83 ms
[2021-01-09 04:00:07 main:574] : INFO : Epoch 957 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 2583.11 ms
[2021-01-09 04:00:09 main:574] : INFO : Epoch 958 | loss: 0.0311788 | val_loss: 0.0311812 | Time: 2567.48 ms
[2021-01-09 04:00:12 main:574] : INFO : Epoch 959 | loss: 0.0311791 | val_loss: 0.0311811 | Time: 2523.15 ms
[2021-01-09 04:00:15 main:574] : INFO : Epoch 960 | loss: 0.0311793 | val_loss: 0.0311825 | Time: 2531.31 ms
[2021-01-09 04:00:17 main:574] : INFO : Epoch 961 | loss: 0.0311805 | val_loss: 0.0311795 | Time: 2559.3 ms
[2021-01-09 04:00:20 main:574] : INFO : Epoch 962 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 2500.86 ms
[2021-01-09 04:00:22 main:574] : INFO : Epoch 963 | loss: 0.0311799 | val_loss: 0.0311798 | Time: 2560.57 ms
[2021-01-09 04:00:25 main:574] : INFO : Epoch 964 | loss: 0.0311789 | val_loss: 0.0311797 | Time: 2561.16 ms
[2021-01-09 04:00:27 main:574] : INFO : Epoch 965 | loss: 0.0311785 | val_loss: 0.0311794 | Time: 2591.8 ms
[2021-01-09 04:00:30 main:574] : INFO : Epoch 966 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2599.38 ms
[2021-01-09 04:00:33 main:574] : INFO : Epoch 967 | loss: 0.0311792 | val_loss: 0.0311817 | Time: 2462.95 ms
[2021-01-09 04:00:35 main:574] : INFO : Epoch 968 | loss: 0.031179 | val_loss: 0.0311795 | Time: 2633.1 ms
[2021-01-09 04:00:38 main:574] : INFO : Epoch 969 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2517.59 ms
[2021-01-09 04:00:40 main:574] : INFO : Epoch 970 | loss: 0.0311788 | val_loss: 0.03118 | Time: 2560.78 ms
[2021-01-09 04:00:43 main:574] : INFO : Epoch 971 | loss: 0.0311806 | val_loss: 0.031183 | Time: 2570.95 ms
[2021-01-09 04:00:45 main:574] : INFO : Epoch 972 | loss: 0.0311807 | val_loss: 0.0311802 | Time: 2466.51 ms
[2021-01-09 04:00:48 main:574] : INFO : Epoch 973 | loss: 0.0311791 | val_loss: 0.0311801 | Time: 2495.53 ms
[2021-01-09 04:00:51 main:574] : INFO : Epoch 974 | loss: 0.0311799 | val_loss: 0.0311817 | Time: 2577.52 ms
[2021-01-09 04:00:53 main:574] : INFO : Epoch 975 | loss: 0.03118 | val_loss: 0.0311801 | Time: 2622.5 ms
[2021-01-09 04:00:56 main:574] : INFO : Epoch 976 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 2501.12 ms
[2021-01-09 04:00:58 main:574] : INFO : Epoch 977 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 2475.82 ms
[2021-01-09 04:01:01 main:574] : INFO : Epoch 978 | loss: 0.0311808 | val_loss: 0.0311821 | Time: 2493.89 ms
[2021-01-09 04:01:03 main:574] : INFO : Epoch 979 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2552.63 ms
[2021-01-09 04:01:06 main:574] : INFO : Epoch 980 | loss: 0.0311787 | val_loss: 0.0311813 | Time: 2533.92 ms
[2021-01-09 04:01:08 main:574] : INFO : Epoch 981 | loss: 0.0311799 | val_loss: 0.0311813 | Time: 2601.9 ms
[2021-01-09 04:01:11 main:574] : INFO : Epoch 982 | loss: 0.0311798 | val_loss: 0.0311806 | Time: 2506.29 ms
[2021-01-09 04:01:14 main:574] : INFO : Epoch 983 | loss: 0.0311799 | val_loss: 0.0311813 | Time: 2625.85 ms
[2021-01-09 04:01:16 main:574] : INFO : Epoch 984 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 2549.19 ms
[2021-01-09 04:01:19 main:574] : INFO : Epoch 985 | loss: 0.031182 | val_loss: 0.0311826 | Time: 2611.67 ms
[2021-01-09 04:01:21 main:574] : INFO : Epoch 986 | loss: 0.03118 | val_loss: 0.0311807 | Time: 2547.89 ms
[2021-01-09 04:01:24 main:574] : INFO : Epoch 987 | loss: 0.0311796 | val_loss: 0.0311808 | Time: 2495.35 ms
[2021-01-09 04:01:26 main:574] : INFO : Epoch 988 | loss: 0.03118 | val_loss: 0.0311813 | Time: 2528.46 ms
[2021-01-09 04:01:29 main:574] : INFO : Epoch 989 | loss: 0.03118 | val_loss: 0.03118 | Time: 2519.35 ms
[2021-01-09 04:01:32 main:574] : INFO : Epoch 990 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 2537.11 ms
[2021-01-09 04:01:34 main:574] : INFO : Epoch 991 | loss: 0.031179 | val_loss: 0.0311808 | Time: 2557.98 ms
[2021-01-09 04:01:37 main:574] : INFO : Epoch 992 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 2566.52 ms
[2021-01-09 04:01:39 main:574] : INFO : Epoch 993 | loss: 0.0311815 | val_loss: 0.0311833 | Time: 2548.31 ms
[2021-01-09 04:01:42 main:574] : INFO : Epoch 994 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 2508.03 ms
[2021-01-09 04:01:44 main:574] : INFO : Epoch 995 | loss: 0.031179 | val_loss: 0.0311834 | Time: 2513.63 ms
[2021-01-09 04:01:47 main:574] : INFO : Epoch 996 | loss: 0.0311797 | val_loss: 0.031183 | Time: 2520.06 ms
[2021-01-09 04:01:50 main:574] : INFO : Epoch 997 | loss: 0.0311803 | val_loss: 0.0311817 | Time: 2609.65 ms
[2021-01-09 04:01:52 main:574] : INFO : Epoch 998 | loss: 0.0311809 | val_loss: 0.0311816 | Time: 2550.76 ms
[2021-01-09 04:01:55 main:574] : INFO : Epoch 999 | loss: 0.0311799 | val_loss: 0.0311791 | Time: 2504.12 ms
[2021-01-09 04:01:57 main:574] : INFO : Epoch 1000 | loss: 0.0311823 | val_loss: 0.0311884 | Time: 2592.12 ms
[2021-01-09 04:02:00 main:574] : INFO : Epoch 1001 | loss: 0.031183 | val_loss: 0.0311798 | Time: 2556.79 ms
[2021-01-09 04:02:02 main:574] : INFO : Epoch 1002 | loss: 0.0311796 | val_loss: 0.0311798 | Time: 2588.95 ms
[2021-01-09 04:02:05 main:574] : INFO : Epoch 1003 | loss: 0.0311789 | val_loss: 0.03118 | Time: 2589.75 ms
[2021-01-09 04:02:08 main:574] : INFO : Epoch 1004 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 2473.73 ms
[2021-01-09 04:02:10 main:574] : INFO : Epoch 1005 | loss: 0.03118 | val_loss: 0.0311839 | Time: 2596.02 ms
[2021-01-09 04:02:13 main:574] : INFO : Epoch 1006 | loss: 0.03118 | val_loss: 0.031179 | Time: 2529 ms
[2021-01-09 04:02:15 main:574] : INFO : Epoch 1007 | loss: 0.0311793 | val_loss: 0.0311804 | Time: 2627.27 ms
[2021-01-09 04:02:18 main:574] : INFO : Epoch 1008 | loss: 0.0311799 | val_loss: 0.0311806 | Time: 2522.95 ms
[2021-01-09 04:02:20 main:574] : INFO : Epoch 1009 | loss: 0.0311795 | val_loss: 0.0311804 | Time: 2525.47 ms
[2021-01-09 04:02:23 main:574] : INFO : Epoch 1010 | loss: 0.0311804 | val_loss: 0.0311804 | Time: 2540.14 ms
[2021-01-09 04:02:26 main:574] : INFO : Epoch 1011 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 2518.83 ms
[2021-01-09 04:02:28 main:574] : INFO : Epoch 1012 | loss: 0.0311793 | val_loss: 0.0311802 | Time: 2557.4 ms
[2021-01-09 04:02:31 main:574] : INFO : Epoch 1013 | loss: 0.0311791 | val_loss: 0.0311802 | Time: 2473.18 ms
[2021-01-09 04:02:33 main:574] : INFO : Epoch 1014 | loss: 0.0311792 | val_loss: 0.0311801 | Time: 2494.3 ms
[2021-01-09 04:02:36 main:574] : INFO : Epoch 1015 | loss: 0.0311787 | val_loss: 0.0311855 | Time: 2457.93 ms
[2021-01-09 04:02:38 main:574] : INFO : Epoch 1016 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 2589.16 ms
[2021-01-09 04:02:41 main:574] : INFO : Epoch 1017 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2500.69 ms
[2021-01-09 04:02:44 main:574] : INFO : Epoch 1018 | loss: 0.0311795 | val_loss: 0.0311803 | Time: 2720.99 ms
[2021-01-09 04:02:46 main:574] : INFO : Epoch 1019 | loss: 0.0311787 | val_loss: 0.0311815 | Time: 2537.4 ms
[2021-01-09 04:02:49 main:574] : INFO : Epoch 1020 | loss: 0.0311797 | val_loss: 0.0311839 | Time: 2519 ms
[2021-01-09 04:02:51 main:574] : INFO : Epoch 1021 | loss: 0.0311798 | val_loss: 0.0311797 | Time: 2584.44 ms
[2021-01-09 04:02:54 main:574] : INFO : Epoch 1022 | loss: 0.0311802 | val_loss: 0.0311812 | Time: 2469.88 ms
[2021-01-09 04:02:56 main:574] : INFO : Epoch 1023 | loss: 0.03118 | val_loss: 0.0311795 | Time: 2550.1 ms
[2021-01-09 04:02:59 main:574] : INFO : Epoch 1024 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2488.83 ms
[2021-01-09 04:02:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311799
[2021-01-09 04:02:59 main:603] : INFO : Saving end state to config to file
[2021-01-09 04:02:59 main:608] : INFO : Success, exiting..
04:02:59 (41600): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)