Task 3325355
| Name | ParityMachine-1605152191-28859-13_0 |
| Workunit | 1589133 |
| Created | 18 Dec 2020, 12:14:03 UTC |
| Sent | 20 Dec 2020, 13:15:00 UTC |
| Report deadline | 27 Dec 2020, 13:15:00 UTC |
| Received | 21 Dec 2020, 15:21:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 1 hours 27 min 31 sec |
| CPU time | 41 min 59 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> Epoch 514 | loss: 0.0311596 | val_loss: 0.0311674 | Time: 2554.98 ms [2020-12-21 05:24:21 main:574] : INFO : Epoch 515 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 2561.69 ms [2020-12-21 05:24:23 main:574] : INFO : Epoch 516 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 2518.96 ms [2020-12-21 05:24:26 main:574] : INFO : Epoch 517 | loss: 0.0311615 | val_loss: 0.0311663 | Time: 2521.01 ms [2020-12-21 05:24:28 main:574] : INFO : Epoch 518 | loss: 0.0311587 | val_loss: 0.0311684 | Time: 2635.33 ms [2020-12-21 05:24:31 main:574] : INFO : Epoch 519 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 2589.07 ms [2020-12-21 05:24:33 main:574] : INFO : Epoch 520 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 2585.97 ms [2020-12-21 05:24:36 main:574] : INFO : Epoch 521 | loss: 0.0311581 | val_loss: 0.0311677 | Time: 2536.3 ms [2020-12-21 05:24:39 main:574] : INFO : Epoch 522 | loss: 0.0311596 | val_loss: 0.0311696 | Time: 2524.73 ms [2020-12-21 05:24:41 main:574] : INFO : Epoch 523 | loss: 0.031159 | val_loss: 0.0311695 | Time: 2537.43 ms [2020-12-21 05:24:44 main:574] : INFO : Epoch 524 | loss: 0.0311588 | val_loss: 0.0311655 | Time: 2515.03 ms [2020-12-21 05:24:46 main:574] : INFO : Epoch 525 | loss: 0.0311599 | val_loss: 0.0311673 | Time: 2500.98 ms [2020-12-21 05:24:49 main:574] : INFO : Epoch 526 | loss: 0.031161 | val_loss: 0.0311665 | Time: 2515.3 ms [2020-12-21 05:24:51 main:574] : INFO : Epoch 527 | loss: 0.0311602 | val_loss: 0.0311673 | Time: 2512.7 ms [2020-12-21 05:24:54 main:574] : INFO : Epoch 528 | loss: 0.0311598 | val_loss: 0.0311645 | Time: 2558.1 ms [2020-12-21 05:24:56 main:574] : INFO : Epoch 529 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 2508.86 ms [2020-12-21 05:24:59 main:574] : INFO : Epoch 530 | loss: 0.0311631 | val_loss: 0.0311683 | Time: 2524.61 ms [2020-12-21 05:25:02 main:574] : INFO : Epoch 531 | loss: 0.0311654 | val_loss: 0.0311675 | Time: 2879.73 ms [2020-12-21 05:25:04 main:574] : INFO : Epoch 532 | loss: 0.0311617 | val_loss: 0.0311688 | Time: 2541.53 ms [2020-12-21 05:25:07 main:574] : INFO : Epoch 533 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 2663.53 ms [2020-12-21 05:25:10 main:574] : INFO : Epoch 534 | loss: 0.0311595 | val_loss: 0.031168 | Time: 2657.04 ms [2020-12-21 05:25:12 main:574] : INFO : Epoch 535 | loss: 0.0311595 | val_loss: 0.0311692 | Time: 2525.01 ms [2020-12-21 05:25:15 main:574] : INFO : Epoch 536 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 2554.94 ms [2020-12-21 05:25:17 main:574] : INFO : Epoch 537 | loss: 0.0311584 | val_loss: 0.0311696 | Time: 2525.17 ms [2020-12-21 05:25:20 main:574] : INFO : Epoch 538 | loss: 0.0311584 | val_loss: 0.0311697 | Time: 2531.08 ms [2020-12-21 05:25:22 main:574] : INFO : Epoch 539 | loss: 0.0311579 | val_loss: 0.0311728 | Time: 2533.44 ms [2020-12-21 05:25:25 main:574] : INFO : Epoch 540 | loss: 0.031158 | val_loss: 0.0311689 | Time: 2517.94 ms [2020-12-21 05:25:27 main:574] : INFO : Epoch 541 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2580.23 ms [2020-12-21 05:25:30 main:574] : INFO : Epoch 542 | loss: 0.0311604 | val_loss: 0.0311708 | Time: 2532.15 ms [2020-12-21 05:25:32 main:574] : INFO : Epoch 543 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 2506.98 ms [2020-12-21 05:25:35 main:574] : INFO : Epoch 544 | loss: 0.03116 | val_loss: 0.0311715 | Time: 2626.97 ms [2020-12-21 05:25:38 main:574] : INFO : Epoch 545 | loss: 0.0311613 | val_loss: 0.0311696 | Time: 2546.89 ms [2020-12-21 05:25:40 main:574] : INFO : Epoch 546 | loss: 0.0311583 | val_loss: 0.031167 | Time: 2585.05 ms [2020-12-21 05:25:43 main:574] : INFO : Epoch 547 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 2555.04 ms [2020-12-21 05:25:45 main:574] : INFO : Epoch 548 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 2563.99 ms [2020-12-21 05:25:48 main:574] : INFO : Epoch 549 | loss: 0.0311606 | val_loss: 0.0311697 | Time: 2574.62 ms [2020-12-21 05:25:51 main:574] : INFO : Epoch 550 | loss: 0.0311579 | val_loss: 0.0311675 | Time: 2548.08 ms [2020-12-21 05:25:53 main:574] : INFO : Epoch 551 | loss: 0.0311581 | val_loss: 0.0311718 | Time: 2518.03 ms [2020-12-21 05:25:56 main:574] : INFO : Epoch 552 | loss: 0.0311592 | val_loss: 0.031168 | Time: 2503.84 ms [2020-12-21 05:25:58 main:574] : INFO : Epoch 553 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 2527.33 ms [2020-12-21 05:26:01 main:574] : INFO : Epoch 554 | loss: 0.0311575 | val_loss: 0.0311698 | Time: 2516.17 ms [2020-12-21 05:26:03 main:574] : INFO : Epoch 555 | loss: 0.0311585 | val_loss: 0.0311701 | Time: 2544.18 ms [2020-12-21 05:26:06 main:574] : INFO : Epoch 556 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2503.03 ms [2020-12-21 05:26:08 main:574] : INFO : Epoch 557 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 2610.5 ms [2020-12-21 05:26:11 main:574] : INFO : Epoch 558 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 2691.14 ms [2020-12-21 05:26:14 main:574] : INFO : Epoch 559 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 2521.17 ms [2020-12-21 05:26:16 main:574] : INFO : Epoch 560 | loss: 0.0311589 | val_loss: 0.0311703 | Time: 2573.48 ms [2020-12-21 05:26:19 main:574] : INFO : Epoch 561 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 2563.08 ms [2020-12-21 05:26:21 main:574] : INFO : Epoch 562 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2537.93 ms [2020-12-21 05:26:24 main:574] : INFO : Epoch 563 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 2553.19 ms [2020-12-21 05:26:26 main:574] : INFO : Epoch 564 | loss: 0.0311592 | val_loss: 0.0311712 | Time: 2538.99 ms [2020-12-21 05:26:29 main:574] : INFO : Epoch 565 | loss: 0.0311573 | val_loss: 0.031171 | Time: 2589.72 ms [2020-12-21 05:26:31 main:574] : INFO : Epoch 566 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 2525.51 ms [2020-12-21 05:26:34 main:574] : INFO : Epoch 567 | loss: 0.0311567 | val_loss: 0.0311712 | Time: 2559.28 ms [2020-12-21 05:26:37 main:574] : INFO : Epoch 568 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2537.92 ms [2020-12-21 05:26:39 main:574] : INFO : Epoch 569 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 2554.36 ms [2020-12-21 05:26:42 main:574] : INFO : Epoch 570 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2553.39 ms [2020-12-21 05:26:44 main:574] : INFO : Epoch 571 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 2532.52 ms [2020-12-21 05:26:47 main:574] : INFO : Epoch 572 | loss: 0.0311581 | val_loss: 0.0311704 | Time: 2588.74 ms [2020-12-21 05:26:49 main:574] : INFO : Epoch 573 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 2571.44 ms [2020-12-21 05:26:52 main:574] : INFO : Epoch 574 | loss: 0.0311582 | val_loss: 0.0311702 | Time: 2542.34 ms [2020-12-21 05:26:55 main:574] : INFO : Epoch 575 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 2571.63 ms [2020-12-21 05:26:57 main:574] : INFO : Epoch 576 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 2489.1 ms [2020-12-21 05:27:00 main:574] : INFO : Epoch 577 | loss: 0.0311586 | val_loss: 0.031171 | Time: 2550.2 ms [2020-12-21 05:27:02 main:574] : INFO : Epoch 578 | loss: 0.0311584 | val_loss: 0.0311683 | Time: 2558.27 ms [2020-12-21 05:27:05 main:574] : INFO : Epoch 579 | loss: 0.0311599 | val_loss: 0.031167 | Time: 2563.77 ms [2020-12-21 05:27:07 main:574] : INFO : Epoch 580 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 2597.97 ms [2020-12-21 05:27:10 main:574] : INFO : Epoch 581 | loss: 0.0311575 | val_loss: 0.0311688 | Time: 2545.12 ms [2020-12-21 05:27:13 main:574] : INFO : Epoch 582 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2577.27 ms [2020-12-21 05:27:15 main:574] : INFO : Epoch 583 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 2567.79 ms [2020-12-21 05:27:18 main:574] : INFO : Epoch 584 | loss: 0.0311582 | val_loss: 0.0311693 | Time: 2564.64 ms [2020-12-21 05:27:20 main:574] : INFO : Epoch 585 | loss: 0.031158 | val_loss: 0.031171 | Time: 2553.41 ms [2020-12-21 05:27:23 main:574] : INFO : Epoch 586 | loss: 0.0311589 | val_loss: 0.031171 | Time: 2562.04 ms [2020-12-21 05:27:25 main:574] : INFO : Epoch 587 | loss: 0.0311615 | val_loss: 0.031171 | Time: 2546.1 ms [2020-12-21 05:27:28 main:574] : INFO : Epoch 588 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 2545.64 ms [2020-12-21 05:27:30 main:574] : INFO : Epoch 589 | loss: 0.0311594 | val_loss: 0.0311689 | Time: 2568.51 ms [2020-12-21 05:27:33 main:574] : INFO : Epoch 590 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 2567.47 ms [2020-12-21 05:27:36 main:574] : INFO : Epoch 591 | loss: 0.0311615 | val_loss: 0.0311733 | Time: 2530.58 ms [2020-12-21 05:27:38 main:574] : INFO : Epoch 592 | loss: 0.0311613 | val_loss: 0.0311693 | Time: 2529.24 ms [2020-12-21 05:27:41 main:574] : INFO : Epoch 593 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 2532.75 ms [2020-12-21 05:27:43 main:574] : INFO : Epoch 594 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 2554.28 ms [2020-12-21 05:27:46 main:574] : INFO : Epoch 595 | loss: 0.0311602 | val_loss: 0.0311701 | Time: 2561.21 ms [2020-12-21 05:27:48 main:574] : INFO : Epoch 596 | loss: 0.0311593 | val_loss: 0.0311694 | Time: 2561.87 ms [2020-12-21 05:27:51 main:574] : INFO : Epoch 597 | loss: 0.0311597 | val_loss: 0.0311713 | Time: 2622.1 ms [2020-12-21 05:27:54 main:574] : INFO : Epoch 598 | loss: 0.0311583 | val_loss: 0.0311685 | Time: 2486.09 ms [2020-12-21 05:27:56 main:574] : INFO : Epoch 599 | loss: 0.0311587 | val_loss: 0.0311688 | Time: 2491.34 ms [2020-12-21 05:27:59 main:574] : INFO : Epoch 600 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 2542.68 ms [2020-12-21 05:28:01 main:574] : INFO : Epoch 601 | loss: 0.031161 | val_loss: 0.0311711 | Time: 2501.56 ms [2020-12-21 05:28:04 main:574] : INFO : Epoch 602 | loss: 0.0311603 | val_loss: 0.0311716 | Time: 2513.91 ms [2020-12-21 05:28:06 main:574] : INFO : Epoch 603 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 2529.04 ms [2020-12-21 05:28:09 main:574] : INFO : Epoch 604 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2476.52 ms [2020-12-21 05:28:11 main:574] : INFO : Epoch 605 | loss: 0.0311583 | val_loss: 0.0311677 | Time: 2522.75 ms [2020-12-21 05:28:14 main:574] : INFO : Epoch 606 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 2526.83 ms [2020-12-21 05:28:16 main:574] : INFO : Epoch 607 | loss: 0.031158 | val_loss: 0.0311679 | Time: 2550.79 ms [2020-12-21 05:28:19 main:574] : INFO : Epoch 608 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 2528.91 ms [2020-12-21 05:28:21 main:574] : INFO : Epoch 609 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 2532.68 ms [2020-12-21 05:28:24 main:574] : INFO : Epoch 610 | loss: 0.0311574 | val_loss: 0.031168 | Time: 2488.75 ms [2020-12-21 05:28:26 main:574] : INFO : Epoch 611 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 2513.1 ms [2020-12-21 05:28:29 main:574] : INFO : Epoch 612 | loss: 0.0311579 | val_loss: 0.0311652 | Time: 2522.94 ms [2020-12-21 05:28:31 main:574] : INFO : Epoch 613 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 2528.89 ms [2020-12-21 05:28:34 main:574] : INFO : Epoch 614 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 2531.86 ms [2020-12-21 05:28:37 main:574] : INFO : Epoch 615 | loss: 0.0311585 | val_loss: 0.0311665 | Time: 2550.29 ms [2020-12-21 05:28:39 main:574] : INFO : Epoch 616 | loss: 0.0311579 | val_loss: 0.031167 | Time: 2549.66 ms [2020-12-21 05:28:42 main:574] : INFO : Epoch 617 | loss: 0.0311578 | val_loss: 0.0311675 | Time: 2547.23 ms [2020-12-21 05:28:44 main:574] : INFO : Epoch 618 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 2541.43 ms [2020-12-21 05:28:47 main:574] : INFO : Epoch 619 | loss: 0.0311583 | val_loss: 0.0311697 | Time: 2537.63 ms [2020-12-21 05:28:49 main:574] : INFO : Epoch 620 | loss: 0.0311581 | val_loss: 0.0311678 | Time: 2557.64 ms [2020-12-21 05:28:52 main:574] : INFO : Epoch 621 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 2546.15 ms [2020-12-21 05:28:54 main:574] : INFO : Epoch 622 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2555.4 ms [2020-12-21 05:28:57 main:574] : INFO : Epoch 623 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 2526.02 ms [2020-12-21 05:28:59 main:574] : INFO : Epoch 624 | loss: 0.031161 | val_loss: 0.0311735 | Time: 2546.43 ms [2020-12-21 05:29:02 main:574] : INFO : Epoch 625 | loss: 0.0311623 | val_loss: 0.0311704 | Time: 2523.13 ms [2020-12-21 05:29:05 main:574] : INFO : Epoch 626 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 2507.19 ms [2020-12-21 05:29:07 main:574] : INFO : Epoch 627 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 2511.98 ms [2020-12-21 05:29:10 main:574] : INFO : Epoch 628 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 2508.84 ms [2020-12-21 05:29:12 main:574] : INFO : Epoch 629 | loss: 0.0311561 | val_loss: 0.0311688 | Time: 2499.83 ms [2020-12-21 05:29:15 main:574] : INFO : Epoch 630 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 2489.4 ms [2020-12-21 05:29:17 main:574] : INFO : Epoch 631 | loss: 0.0311577 | val_loss: 0.0311686 | Time: 2503.33 ms [2020-12-21 05:29:20 main:574] : INFO : Epoch 632 | loss: 0.0311563 | val_loss: 0.0311679 | Time: 2507.59 ms [2020-12-21 05:29:22 main:574] : INFO : Epoch 633 | loss: 0.031156 | val_loss: 0.0311728 | Time: 2517.7 ms [2020-12-21 05:29:25 main:574] : INFO : Epoch 634 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2499.63 ms [2020-12-21 05:29:27 main:574] : INFO : Epoch 635 | loss: 0.0311575 | val_loss: 0.0311667 | Time: 2504.39 ms [2020-12-21 05:29:30 main:574] : INFO : Epoch 636 | loss: 0.0311559 | val_loss: 0.0311671 | Time: 2527.36 ms [2020-12-21 05:29:32 main:574] : INFO : Epoch 637 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 2498.45 ms [2020-12-21 05:29:35 main:574] : INFO : Epoch 638 | loss: 0.031156 | val_loss: 0.0311667 | Time: 2518.14 ms [2020-12-21 05:29:37 main:574] : INFO : Epoch 639 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 2517.2 ms [2020-12-21 05:29:40 main:574] : INFO : Epoch 640 | loss: 0.0311556 | val_loss: 0.0311674 | Time: 2500.75 ms [2020-12-21 05:29:42 main:574] : INFO : Epoch 641 | loss: 0.0311559 | val_loss: 0.0311744 | Time: 2503.98 ms [2020-12-21 05:29:45 main:574] : INFO : Epoch 642 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 2502.45 ms [2020-12-21 05:29:47 main:574] : INFO : Epoch 643 | loss: 0.0311597 | val_loss: 0.0311694 | Time: 2501.26 ms [2020-12-21 05:29:50 main:574] : INFO : Epoch 644 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2511.37 ms [2020-12-21 05:29:52 main:574] : INFO : Epoch 645 | loss: 0.0311569 | val_loss: 0.0311687 | Time: 2505.8 ms [2020-12-21 05:29:55 main:574] : INFO : Epoch 646 | loss: 0.0311572 | val_loss: 0.0311712 | Time: 2506.34 ms [2020-12-21 05:29:57 main:574] : INFO : Epoch 647 | loss: 0.0311604 | val_loss: 0.0311687 | Time: 2513.25 ms [2020-12-21 05:30:00 main:574] : INFO : Epoch 648 | loss: 0.031159 | val_loss: 0.0311702 | Time: 2499.68 ms [2020-12-21 05:30:02 main:574] : INFO : Epoch 649 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 2513.33 ms [2020-12-21 05:30:05 main:574] : INFO : Epoch 650 | loss: 0.0311606 | val_loss: 0.0311692 | Time: 2504.11 ms [2020-12-21 05:30:07 main:574] : INFO : Epoch 651 | loss: 0.0311593 | val_loss: 0.0311692 | Time: 2504.63 ms [2020-12-21 05:30:10 main:574] : INFO : Epoch 652 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 2513.37 ms [2020-12-21 05:30:12 main:574] : INFO : Epoch 653 | loss: 0.0311595 | val_loss: 0.031171 | Time: 2511.43 ms [2020-12-21 05:30:15 main:574] : INFO : Epoch 654 | loss: 0.0311597 | val_loss: 0.031168 | Time: 2528.33 ms [2020-12-21 05:30:18 main:574] : INFO : Epoch 655 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 2508.19 ms [2020-12-21 05:30:20 main:574] : INFO : Epoch 656 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 2500.18 ms [2020-12-21 05:30:23 main:574] : INFO : Epoch 657 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 2506.31 ms [2020-12-21 05:30:25 main:574] : INFO : Epoch 658 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 2515.39 ms [2020-12-21 05:30:28 main:574] : INFO : Epoch 659 | loss: 0.0311584 | val_loss: 0.0311675 | Time: 2507.07 ms [2020-12-21 05:30:30 main:574] : INFO : Epoch 660 | loss: 0.0311583 | val_loss: 0.031166 | Time: 2520.81 ms [2020-12-21 05:30:33 main:574] : INFO : Epoch 661 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 2513.39 ms [2020-12-21 05:30:35 main:574] : INFO : Epoch 662 | loss: 0.031159 | val_loss: 0.0311687 | Time: 2507.05 ms [2020-12-21 05:30:38 main:574] : INFO : Epoch 663 | loss: 0.0311592 | val_loss: 0.0311676 | Time: 2517.54 ms [2020-12-21 05:30:40 main:574] : INFO : Epoch 664 | loss: 0.0311585 | val_loss: 0.0311675 | Time: 2512.43 ms [2020-12-21 05:30:43 main:574] : INFO : Epoch 665 | loss: 0.0311587 | val_loss: 0.0311683 | Time: 2504.56 ms [2020-12-21 05:30:45 main:574] : INFO : Epoch 666 | loss: 0.0311589 | val_loss: 0.0311689 | Time: 2499.3 ms [2020-12-21 05:30:48 main:574] : INFO : Epoch 667 | loss: 0.0311594 | val_loss: 0.031167 | Time: 2501.34 ms [2020-12-21 05:30:50 main:574] : INFO : Epoch 668 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 2508.07 ms [2020-12-21 05:30:53 main:574] : INFO : Epoch 669 | loss: 0.0311578 | val_loss: 0.0311688 | Time: 2507.01 ms [2020-12-21 05:30:55 main:574] : INFO : Epoch 670 | loss: 0.0311591 | val_loss: 0.0311662 | Time: 2521.3 ms [2020-12-21 05:30:58 main:574] : INFO : Epoch 671 | loss: 0.0311574 | val_loss: 0.0311664 | Time: 2515.15 ms [2020-12-21 05:31:00 main:574] : INFO : Epoch 672 | loss: 0.031157 | val_loss: 0.031165 | Time: 2509.29 ms [2020-12-21 05:31:03 main:574] : INFO : Epoch 673 | loss: 0.0311577 | val_loss: 0.031168 | Time: 2522.52 ms [2020-12-21 05:31:05 main:574] : INFO : Epoch 674 | loss: 0.031157 | val_loss: 0.0311656 | Time: 2515.5 ms [2020-12-21 05:31:08 main:574] : INFO : Epoch 675 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 2523.35 ms [2020-12-21 05:31:10 main:574] : INFO : Epoch 676 | loss: 0.0311571 | val_loss: 0.0311661 | Time: 2495.51 ms [2020-12-21 05:31:13 main:574] : INFO : Epoch 677 | loss: 0.0311599 | val_loss: 0.0311675 | Time: 2504.84 ms [2020-12-21 05:31:15 main:574] : INFO : Epoch 678 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 2501.93 ms [2020-12-21 05:31:18 main:574] : INFO : Epoch 679 | loss: 0.0311702 | val_loss: 0.031179 | Time: 2504.49 ms [2020-12-21 05:31:20 main:574] : INFO : Epoch 680 | loss: 0.0311723 | val_loss: 0.0311729 | Time: 2499.93 ms [2020-12-21 05:31:23 main:574] : INFO : Epoch 681 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 2510.81 ms [2020-12-21 05:31:26 main:574] : INFO : Epoch 682 | loss: 0.0311689 | val_loss: 0.031171 | Time: 2512.12 ms [2020-12-21 05:31:28 main:574] : INFO : Epoch 683 | loss: 0.0311668 | val_loss: 0.0311678 | Time: 2515.94 ms [2020-12-21 05:31:31 main:574] : INFO : Epoch 684 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2491.06 ms [2020-12-21 05:31:33 main:574] : INFO : Epoch 685 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 2527.95 ms [2020-12-21 05:31:36 main:574] : INFO : Epoch 686 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2505.14 ms [2020-12-21 05:31:38 main:574] : INFO : Epoch 687 | loss: 0.0311662 | val_loss: 0.0311717 | Time: 2519.93 ms [2020-12-21 05:31:41 main:574] : INFO : Epoch 688 | loss: 0.0311653 | val_loss: 0.031169 | Time: 2514.09 ms [2020-12-21 05:31:43 main:574] : INFO : Epoch 689 | loss: 0.0311665 | val_loss: 0.0311658 | Time: 2501.64 ms [2020-12-21 05:31:46 main:574] : INFO : Epoch 690 | loss: 0.0311677 | val_loss: 0.031177 | Time: 2500.46 ms [2020-12-21 05:31:48 main:574] : INFO : Epoch 691 | loss: 0.0311672 | val_loss: 0.0311663 | Time: 2523.69 ms [2020-12-21 05:31:51 main:574] : INFO : Epoch 692 | loss: 0.0311647 | val_loss: 0.0311652 | Time: 2513.63 ms [2020-12-21 05:31:53 main:574] : INFO : Epoch 693 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 2521.24 ms [2020-12-21 05:31:56 main:574] : INFO : Epoch 694 | loss: 0.0311662 | val_loss: 0.031167 | Time: 2507.99 ms [2020-12-21 05:31:58 main:574] : INFO : Epoch 695 | loss: 0.0311639 | val_loss: 0.0311648 | Time: 2518.07 ms [2020-12-21 05:32:01 main:574] : INFO : Epoch 696 | loss: 0.031164 | val_loss: 0.0311655 | Time: 2515.15 ms [2020-12-21 05:32:03 main:574] : INFO : Epoch 697 | loss: 0.0311631 | val_loss: 0.0311681 | Time: 2516.19 ms [2020-12-21 05:32:06 main:574] : INFO : Epoch 698 | loss: 0.0311636 | val_loss: 0.0311654 | Time: 2501.94 ms [2020-12-21 05:32:08 main:574] : INFO : Epoch 699 | loss: 0.0311636 | val_loss: 0.0311667 | Time: 2516.72 ms [2020-12-21 05:32:11 main:574] : INFO : Epoch 700 | loss: 0.0311649 | val_loss: 0.0311667 | Time: 2513.21 ms [2020-12-21 05:32:13 main:574] : INFO : Epoch 701 | loss: 0.0311645 | val_loss: 0.0311658 | Time: 2512.6 ms [2020-12-21 05:32:16 main:574] : INFO : Epoch 702 | loss: 0.0311645 | val_loss: 0.0311671 | Time: 2504.92 ms [2020-12-21 05:32:18 main:574] : INFO : Epoch 703 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2518.65 ms [2020-12-21 05:32:21 main:574] : INFO : Epoch 704 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 2512.73 ms [2020-12-21 05:32:24 main:574] : INFO : Epoch 705 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 2510.74 ms [2020-12-21 05:32:26 main:574] : INFO : Epoch 706 | loss: 0.031164 | val_loss: 0.0311655 | Time: 2504.23 ms [2020-12-21 05:32:29 main:574] : INFO : Epoch 707 | loss: 0.0311631 | val_loss: 0.0311668 | Time: 2523.08 ms [2020-12-21 05:32:31 main:574] : INFO : Epoch 708 | loss: 0.0311627 | val_loss: 0.0311654 | Time: 2509.71 ms [2020-12-21 05:32:34 main:574] : INFO : Epoch 709 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 2506.48 ms [2020-12-21 05:32:36 main:574] : INFO : Epoch 710 | loss: 0.0311664 | val_loss: 0.0311684 | Time: 2509.89 ms [2020-12-21 05:32:39 main:574] : INFO : Epoch 711 | loss: 0.0311637 | val_loss: 0.0311664 | Time: 2521.87 ms [2020-12-21 05:32:41 main:574] : INFO : Epoch 712 | loss: 0.0311631 | val_loss: 0.0311647 | Time: 2514.33 ms [2020-12-21 05:32:44 main:574] : INFO : Epoch 713 | loss: 0.031163 | val_loss: 0.0311656 | Time: 2519.15 ms [2020-12-21 05:32:46 main:574] : INFO : Epoch 714 | loss: 0.0311625 | val_loss: 0.0311655 | Time: 2490.58 ms [2020-12-21 05:32:49 main:574] : INFO : Epoch 715 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 2529.44 ms [2020-12-21 05:32:52 main:574] : INFO : Epoch 716 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 2516.75 ms [2020-12-21 05:32:54 main:574] : INFO : Epoch 717 | loss: 0.031162 | val_loss: 0.0311653 | Time: 2515.44 ms [2020-12-21 05:32:57 main:574] : INFO : Epoch 718 | loss: 0.0311614 | val_loss: 0.0311664 | Time: 2501.16 ms [2020-12-21 05:32:59 main:574] : INFO : Epoch 719 | loss: 0.0311623 | val_loss: 0.0311681 | Time: 2506.55 ms [2020-12-21 05:33:02 main:574] : INFO : Epoch 720 | loss: 0.0311628 | val_loss: 0.0311658 | Time: 2510.43 ms [2020-12-21 05:33:04 main:574] : INFO : Epoch 721 | loss: 0.0311631 | val_loss: 0.0311784 | Time: 2515.39 ms [2020-12-21 05:33:07 main:574] : INFO : Epoch 722 | loss: 0.0311663 | val_loss: 0.0311705 | Time: 2512.92 ms [2020-12-21 05:33:09 main:574] : INFO : Epoch 723 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 2515.82 ms [2020-12-21 05:33:12 main:574] : INFO : Epoch 724 | loss: 0.0311633 | val_loss: 0.0311683 | Time: 2517.54 ms [2020-12-21 05:33:14 main:574] : INFO : Epoch 725 | loss: 0.0311627 | val_loss: 0.031172 | Time: 2511.36 ms [2020-12-21 05:33:17 main:574] : INFO : Epoch 726 | loss: 0.0311625 | val_loss: 0.031168 | Time: 2501.28 ms [2020-12-21 05:33:19 main:574] : INFO : Epoch 727 | loss: 0.0311627 | val_loss: 0.0311723 | Time: 2514.45 ms [2020-12-21 05:33:22 main:574] : INFO : Epoch 728 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 2509.96 ms [2020-12-21 05:33:24 main:574] : INFO : Epoch 729 | loss: 0.0311624 | val_loss: 0.0311679 | Time: 2554.98 ms [2020-12-21 05:33:27 main:574] : INFO : Epoch 730 | loss: 0.0311621 | val_loss: 0.0311696 | Time: 2514.19 ms [2020-12-21 05:33:29 main:574] : INFO : Epoch 731 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 2501.52 ms [2020-12-21 05:33:32 main:574] : INFO : Epoch 732 | loss: 0.0311618 | val_loss: 0.031168 | Time: 2482.22 ms [2020-12-21 05:33:34 main:574] : INFO : Epoch 733 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2522.75 ms [2020-12-21 05:33:37 main:574] : INFO : Epoch 734 | loss: 0.0311626 | val_loss: 0.0311689 | Time: 2527.96 ms [2020-12-21 05:33:39 main:574] : INFO : Epoch 735 | loss: 0.0311616 | val_loss: 0.0311714 | Time: 2513.38 ms [2020-12-21 05:33:42 main:574] : INFO : Epoch 736 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 2521.47 ms [2020-12-21 05:33:45 main:574] : INFO : Epoch 737 | loss: 0.031161 | val_loss: 0.0311681 | Time: 2539.07 ms [2020-12-21 05:33:47 main:574] : INFO : Epoch 738 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 2522.7 ms [2020-12-21 05:33:50 main:574] : INFO : Epoch 739 | loss: 0.0311626 | val_loss: 0.031168 | Time: 2508.01 ms [2020-12-21 05:33:52 main:574] : INFO : Epoch 740 | loss: 0.0311594 | val_loss: 0.031168 | Time: 2543.76 ms [2020-12-21 05:33:55 main:574] : INFO : Epoch 741 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 2528.58 ms [2020-12-21 05:33:57 main:574] : INFO : Epoch 742 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 2521.23 ms [2020-12-21 05:34:00 main:574] : INFO : Epoch 743 | loss: 0.0311605 | val_loss: 0.0311676 | Time: 2511.89 ms [2020-12-21 05:34:02 main:574] : INFO : Epoch 744 | loss: 0.0311608 | val_loss: 0.03117 | Time: 2517.29 ms [2020-12-21 05:34:05 main:574] : INFO : Epoch 745 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 2511.38 ms [2020-12-21 05:34:07 main:574] : INFO : Epoch 746 | loss: 0.0311605 | val_loss: 0.0311688 | Time: 2500.11 ms [2020-12-21 05:34:10 main:574] : INFO : Epoch 747 | loss: 0.0311621 | val_loss: 0.0311678 | Time: 2503.56 ms [2020-12-21 05:34:12 main:574] : INFO : Epoch 748 | loss: 0.031161 | val_loss: 0.031169 | Time: 2517.68 ms [2020-12-21 05:34:15 main:574] : INFO : Epoch 749 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 2526.42 ms [2020-12-21 05:34:17 main:574] : INFO : Epoch 750 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 2506.36 ms [2020-12-21 05:34:20 main:574] : INFO : Epoch 751 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 2515.71 ms [2020-12-21 05:34:22 main:574] : INFO : Epoch 752 | loss: 0.0311607 | val_loss: 0.0311683 | Time: 2509.97 ms [2020-12-21 05:34:25 main:574] : INFO : Epoch 753 | loss: 0.0311609 | val_loss: 0.0311697 | Time: 2541.28 ms [2020-12-21 05:34:28 main:574] : INFO : Epoch 754 | loss: 0.0311619 | val_loss: 0.0311701 | Time: 2540.88 ms [2020-12-21 05:34:30 main:574] : INFO : Epoch 755 | loss: 0.0311629 | val_loss: 0.031176 | Time: 2509.93 ms [2020-12-21 05:34:33 main:574] : INFO : Epoch 756 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 2498.99 ms [2020-12-21 05:34:35 main:574] : INFO : Epoch 757 | loss: 0.0311669 | val_loss: 0.0311711 | Time: 2501.3 ms [2020-12-21 05:34:38 main:574] : INFO : Epoch 758 | loss: 0.031166 | val_loss: 0.031169 | Time: 2489.71 ms [2020-12-21 05:34:40 main:574] : INFO : Epoch 759 | loss: 0.0311671 | val_loss: 0.0311703 | Time: 2518.47 ms [2020-12-21 05:34:43 main:574] : INFO : Epoch 760 | loss: 0.0311668 | val_loss: 0.0311735 | Time: 2503.46 ms [2020-12-21 05:34:45 main:574] : INFO : Epoch 761 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 2516.23 ms [2020-12-21 05:34:48 main:574] : INFO : Epoch 762 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 2512.04 ms [2020-12-21 05:34:50 main:574] : INFO : Epoch 763 | loss: 0.0311717 | val_loss: 0.0311745 | Time: 2515.08 ms [2020-12-21 05:34:53 main:574] : INFO : Epoch 764 | loss: 0.0311706 | val_loss: 0.0311768 | Time: 2512.66 ms [2020-12-21 05:34:55 main:574] : INFO : Epoch 765 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 2507.9 ms [2020-12-21 05:34:58 main:574] : INFO : Epoch 766 | loss: 0.0311725 | val_loss: 0.031182 | Time: 2513.94 ms [2020-12-21 05:35:00 main:574] : INFO : Epoch 767 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 2499.15 ms [2020-12-21 05:35:03 main:574] : INFO : Epoch 768 | loss: 0.0311733 | val_loss: 0.0311745 | Time: 2522.97 ms [2020-12-21 05:35:05 main:574] : INFO : Epoch 769 | loss: 0.031171 | val_loss: 0.0311743 | Time: 2513.56 ms [2020-12-21 05:35:08 main:574] : INFO : Epoch 770 | loss: 0.03117 | val_loss: 0.031173 | Time: 2518.62 ms [2020-12-21 05:35:10 main:574] : INFO : Epoch 771 | loss: 0.0311689 | val_loss: 0.0311731 | Time: 2496.93 ms [2020-12-21 05:35:13 main:574] : INFO : Epoch 772 | loss: 0.03117 | val_loss: 0.0311731 | Time: 2517.29 ms [2020-12-21 05:35:15 main:574] : INFO : Epoch 773 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 2501.82 ms [2020-12-21 05:35:18 main:574] : INFO : Epoch 774 | loss: 0.0311691 | val_loss: 0.031175 | Time: 2510.57 ms [2020-12-21 05:35:20 main:574] : INFO : Epoch 775 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 2522.26 ms [2020-12-21 05:35:23 main:574] : INFO : Epoch 776 | loss: 0.0311697 | val_loss: 0.0311756 | Time: 2496.96 ms [2020-12-21 05:35:25 main:574] : INFO : Epoch 777 | loss: 0.0311682 | val_loss: 0.031174 | Time: 2499.21 ms [2020-12-21 05:35:28 main:574] : INFO : Epoch 778 | loss: 0.031167 | val_loss: 0.0311741 | Time: 2514.92 ms [2020-12-21 05:35:31 main:574] : INFO : Epoch 779 | loss: 0.031167 | val_loss: 0.0311739 | Time: 2512.97 ms [2020-12-21 05:35:33 main:574] : INFO : Epoch 780 | loss: 0.0311664 | val_loss: 0.0311714 | Time: 2513.74 ms [2020-12-21 05:35:36 main:574] : INFO : Epoch 781 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 2494.71 ms [2020-12-21 05:35:38 main:574] : INFO : Epoch 782 | loss: 0.031166 | val_loss: 0.031172 | Time: 2512.02 ms [2020-12-21 05:35:41 main:574] : INFO : Epoch 783 | loss: 0.0311675 | val_loss: 0.0311798 | Time: 2486.75 ms [2020-12-21 05:35:43 main:574] : INFO : Epoch 784 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 2524.3 ms [2020-12-21 05:35:46 main:574] : INFO : Epoch 785 | loss: 0.031166 | val_loss: 0.0311702 | Time: 2509.14 ms [2020-12-21 05:35:48 main:574] : INFO : Epoch 786 | loss: 0.0311654 | val_loss: 0.0311705 | Time: 2506.47 ms [2020-12-21 05:35:51 main:574] : INFO : Epoch 787 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 2513.14 ms [2020-12-21 05:35:53 main:574] : INFO : Epoch 788 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 2513.78 ms [2020-12-21 05:35:56 main:574] : INFO : Epoch 789 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 2508.06 ms [2020-12-21 05:35:58 main:574] : INFO : Epoch 790 | loss: 0.0311722 | val_loss: 0.03117 | Time: 2504.24 ms [2020-12-21 05:36:01 main:574] : INFO : Epoch 791 | loss: 0.0311673 | val_loss: 0.0311668 | Time: 2510.77 ms [2020-12-21 05:36:03 main:574] : INFO : Epoch 792 | loss: 0.0311654 | val_loss: 0.0311656 | Time: 2517.29 ms [2020-12-21 05:36:06 main:574] : INFO : Epoch 793 | loss: 0.0311662 | val_loss: 0.0311665 | Time: 2505.22 ms [2020-12-21 05:36:08 main:574] : INFO : Epoch 794 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 2519.17 ms [2020-12-21 05:36:11 main:574] : INFO : Epoch 795 | loss: 0.0311684 | val_loss: 0.0311664 | Time: 2501.68 ms [2020-12-21 05:36:13 main:574] : INFO : Epoch 796 | loss: 0.0311652 | val_loss: 0.0311667 | Time: 2521.85 ms [2020-12-21 05:36:16 main:574] : INFO : Epoch 797 | loss: 0.0311652 | val_loss: 0.0311683 | Time: 2514.02 ms [2020-12-21 05:36:18 main:574] : INFO : Epoch 798 | loss: 0.0311663 | val_loss: 0.0311658 | Time: 2509.93 ms [2020-12-21 05:36:21 main:574] : INFO : Epoch 799 | loss: 0.0311655 | val_loss: 0.0311712 | Time: 2503.46 ms [2020-12-21 05:36:23 main:574] : INFO : Epoch 800 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 2522.89 ms [2020-12-21 05:36:26 main:574] : INFO : Epoch 801 | loss: 0.0311679 | val_loss: 0.0311721 | Time: 2511.84 ms [2020-12-21 05:36:29 main:574] : INFO : Epoch 802 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 2548.87 ms [2020-12-21 05:36:31 main:574] : INFO : Epoch 803 | loss: 0.0311686 | val_loss: 0.0311773 | Time: 2533.57 ms [2020-12-21 05:36:34 main:574] : INFO : Epoch 804 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 2584.06 ms [2020-12-21 05:36:36 main:574] : INFO : Epoch 805 | loss: 0.0311742 | val_loss: 0.0311775 | Time: 2502.95 ms [2020-12-21 05:36:39 main:574] : INFO : Epoch 806 | loss: 0.031174 | val_loss: 0.0311805 | Time: 2495.26 ms [2020-12-21 05:36:41 main:574] : INFO : Epoch 807 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2501.51 ms [2020-12-21 05:36:44 main:574] : INFO : Epoch 808 | loss: 0.031171 | val_loss: 0.0311746 | Time: 2507.25 ms [2020-12-21 05:36:46 main:574] : INFO : Epoch 809 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 2502.15 ms [2020-12-21 05:36:49 main:574] : INFO : Epoch 810 | loss: 0.0311693 | val_loss: 0.0311699 | Time: 2534.35 ms [2020-12-21 05:36:51 main:574] : INFO : Epoch 811 | loss: 0.0311756 | val_loss: 0.0311945 | Time: 2510.65 ms [2020-12-21 05:36:54 main:574] : INFO : Epoch 812 | loss: 0.0311915 | val_loss: 0.0312259 | Time: 2515.49 ms [2020-12-21 05:36:56 main:574] : INFO : Epoch 813 | loss: 0.0328179 | val_loss: 0.0326912 | Time: 2504.19 ms [2020-12-21 05:36:59 main:574] : INFO : Epoch 814 | loss: 0.0430407 | val_loss: 0.0436196 | Time: 2517.93 ms [2020-12-21 05:37:01 main:574] : INFO : Epoch 815 | loss: 0.0335455 | val_loss: 0.0318415 | Time: 2517.12 ms [2020-12-21 05:37:04 main:574] : INFO : Epoch 816 | loss: 0.0314395 | val_loss: 0.031308 | Time: 2525.42 ms [2020-12-21 05:37:06 main:574] : INFO : Epoch 817 | loss: 0.0312506 | val_loss: 0.0312266 | Time: 2511.74 ms [2020-12-21 05:37:09 main:574] : INFO : Epoch 818 | loss: 0.0312135 | val_loss: 0.0312101 | Time: 2510.06 ms [2020-12-21 05:37:11 main:574] : INFO : Epoch 819 | loss: 0.0312 | val_loss: 0.0311971 | Time: 2517.08 ms [2020-12-21 05:37:14 main:574] : INFO : Epoch 820 | loss: 0.0311887 | val_loss: 0.0311882 | Time: 2509.39 ms [2020-12-21 05:37:16 main:574] : INFO : Epoch 821 | loss: 0.0311821 | val_loss: 0.0311847 | Time: 2509.4 ms [2020-12-21 05:37:19 main:574] : INFO : Epoch 822 | loss: 0.0311798 | val_loss: 0.0311833 | Time: 2523.33 ms [2020-12-21 05:37:22 main:574] : INFO : Epoch 823 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 2547.61 ms [2020-12-21 05:37:24 main:574] : INFO : Epoch 824 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 2548.75 ms [2020-12-21 05:37:27 main:574] : INFO : Epoch 825 | loss: 0.0311751 | val_loss: 0.031181 | Time: 2534 ms [2020-12-21 05:37:29 main:574] : INFO : Epoch 826 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 2511.15 ms [2020-12-21 05:37:32 main:574] : INFO : Epoch 827 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 2526.36 ms [2020-12-21 05:37:34 main:574] : INFO : Epoch 828 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 2523.97 ms [2020-12-21 05:37:37 main:574] : INFO : Epoch 829 | loss: 0.031173 | val_loss: 0.0311807 | Time: 2507.1 ms [2020-12-21 05:37:39 main:574] : INFO : Epoch 830 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 2523.83 ms [2020-12-21 05:37:42 main:574] : INFO : Epoch 831 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 2524.29 ms [2020-12-21 05:37:44 main:574] : INFO : Epoch 832 | loss: 0.031174 | val_loss: 0.0311801 | Time: 2500.79 ms [2020-12-21 05:37:47 main:574] : INFO : Epoch 833 | loss: 0.0311736 | val_loss: 0.0311802 | Time: 2512.14 ms [2020-12-21 05:37:49 main:574] : INFO : Epoch 834 | loss: 0.0311727 | val_loss: 0.0311788 | Time: 2501.78 ms [2020-12-21 05:37:52 main:574] : INFO : Epoch 835 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 2523.74 ms [2020-12-21 05:37:54 main:574] : INFO : Epoch 836 | loss: 0.0311721 | val_loss: 0.0311814 | Time: 2503.98 ms [2020-12-21 05:37:57 main:574] : INFO : Epoch 837 | loss: 0.0311729 | val_loss: 0.0311786 | Time: 2520.08 ms [2020-12-21 05:37:59 main:574] : INFO : Epoch 838 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 2514.09 ms [2020-12-21 05:38:02 main:574] : INFO : Epoch 839 | loss: 0.0311714 | val_loss: 0.0311784 | Time: 2510.43 ms [2020-12-21 05:38:04 main:574] : INFO : Epoch 840 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 2514.74 ms [2020-12-21 05:38:07 main:574] : INFO : Epoch 841 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 2490.63 ms [2020-12-21 05:38:09 main:574] : INFO : Epoch 842 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2507.51 ms [2020-12-21 05:38:12 main:574] : INFO : Epoch 843 | loss: 0.0311713 | val_loss: 0.0311777 | Time: 2518.9 ms [2020-12-21 05:38:14 main:574] : INFO : Epoch 844 | loss: 0.0311727 | val_loss: 0.031181 | Time: 2503.54 ms [2020-12-21 05:38:17 main:574] : INFO : Epoch 845 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 2514.23 ms [2020-12-21 05:38:20 main:574] : INFO : Epoch 846 | loss: 0.0311712 | val_loss: 0.0311771 | Time: 2514.6 ms [2020-12-21 05:38:22 main:574] : INFO : Epoch 847 | loss: 0.0311714 | val_loss: 0.0311774 | Time: 2504.34 ms [2020-12-21 05:38:25 main:574] : INFO : Epoch 848 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 2519.02 ms [2020-12-21 05:38:27 main:574] : INFO : Epoch 849 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 2519.11 ms [2020-12-21 05:38:30 main:574] : INFO : Epoch 850 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 2517.7 ms [2020-12-21 05:38:32 main:574] : INFO : Epoch 851 | loss: 0.03117 | val_loss: 0.0311775 | Time: 2498.78 ms [2020-12-21 05:38:35 main:574] : INFO : Epoch 852 | loss: 0.03117 | val_loss: 0.0311781 | Time: 2508.76 ms [2020-12-21 05:38:37 main:574] : INFO : Epoch 853 | loss: 0.0311711 | val_loss: 0.0311787 | Time: 2508.9 ms [2020-12-21 05:38:40 main:574] : INFO : Epoch 854 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 2514.7 ms [2020-12-21 05:38:42 main:574] : INFO : Epoch 855 | loss: 0.0311698 | val_loss: 0.0311769 | Time: 2510.87 ms [2020-12-21 05:38:45 main:574] : INFO : Epoch 856 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 2511.51 ms [2020-12-21 05:38:47 main:574] : INFO : Epoch 857 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2509 ms [2020-12-21 05:38:50 main:574] : INFO : Epoch 858 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2513.62 ms [2020-12-21 05:38:52 main:574] : INFO : Epoch 859 | loss: 0.03117 | val_loss: 0.0311772 | Time: 2498.69 ms [2020-12-21 05:38:55 main:574] : INFO : Epoch 860 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 2502.25 ms [2020-12-21 05:38:57 main:574] : INFO : Epoch 861 | loss: 0.0311694 | val_loss: 0.0311766 | Time: 2514.62 ms [2020-12-21 05:39:00 main:574] : INFO : Epoch 862 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 2497.89 ms [2020-12-21 05:39:02 main:574] : INFO : Epoch 863 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2502.37 ms [2020-12-21 05:39:05 main:574] : INFO : Epoch 864 | loss: 0.0311694 | val_loss: 0.0311772 | Time: 2535.28 ms [2020-12-21 05:39:07 main:574] : INFO : Epoch 865 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 2501.85 ms [2020-12-21 05:39:10 main:574] : INFO : Epoch 866 | loss: 0.0311695 | val_loss: 0.0311758 | Time: 2505.43 ms [2020-12-21 05:39:12 main:574] : INFO : Epoch 867 | loss: 0.031169 | val_loss: 0.0311773 | Time: 2515.33 ms [2020-12-21 05:39:15 main:574] : INFO : Epoch 868 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 2496.16 ms [2020-12-21 05:39:18 main:574] : INFO : Epoch 869 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 2503.85 ms [2020-12-21 05:39:20 main:574] : INFO : Epoch 870 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 2508.65 ms [2020-12-21 05:39:23 main:574] : INFO : Epoch 871 | loss: 0.0311697 | val_loss: 0.031176 | Time: 2498.82 ms [2020-12-21 05:39:25 main:574] : INFO : Epoch 872 | loss: 0.0311693 | val_loss: 0.0311757 | Time: 2508.44 ms [2020-12-21 05:39:28 main:574] : INFO : Epoch 873 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 2500.92 ms [2020-12-21 05:39:30 main:574] : INFO : Epoch 874 | loss: 0.0311695 | val_loss: 0.031177 | Time: 2515.95 ms [2020-12-21 05:39:33 main:574] : INFO : Epoch 875 | loss: 0.0311704 | val_loss: 0.0311774 | Time: 2521.97 ms [2020-12-21 05:39:35 main:574] : INFO : Epoch 876 | loss: 0.0311701 | val_loss: 0.031177 | Time: 2511.71 ms [2020-12-21 05:39:38 main:574] : INFO : Epoch 877 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 2507.55 ms [2020-12-21 05:39:40 main:574] : INFO : Epoch 878 | loss: 0.031169 | val_loss: 0.0311772 | Time: 2515.02 ms [2020-12-21 05:39:43 main:574] : INFO : Epoch 879 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 2506.8 ms [2020-12-21 05:39:45 main:574] : INFO : Epoch 880 | loss: 0.0311696 | val_loss: 0.0311776 | Time: 2512.79 ms [2020-12-21 05:39:48 main:574] : INFO : Epoch 881 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 2502.73 ms [2020-12-21 05:39:50 main:574] : INFO : Epoch 882 | loss: 0.0311696 | val_loss: 0.0311775 | Time: 2512.64 ms [2020-12-21 05:39:53 main:574] : INFO : Epoch 883 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 2491.77 ms [2020-12-21 05:39:55 main:574] : INFO : Epoch 884 | loss: 0.0311692 | val_loss: 0.0311782 | Time: 2501.49 ms [2020-12-21 05:39:58 main:574] : INFO : Epoch 885 | loss: 0.0311691 | val_loss: 0.0311783 | Time: 2507.62 ms [2020-12-21 05:40:00 main:574] : INFO : Epoch 886 | loss: 0.0311686 | val_loss: 0.0311771 | Time: 2510.09 ms [2020-12-21 05:40:03 main:574] : INFO : Epoch 887 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 2528.09 ms [2020-12-21 05:40:05 main:574] : INFO : Epoch 888 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 2498.8 ms [2020-12-21 05:40:08 main:574] : INFO : Epoch 889 | loss: 0.031169 | val_loss: 0.0311794 | Time: 2508.62 ms [2020-12-21 05:40:10 main:574] : INFO : Epoch 890 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2507.78 ms [2020-12-21 05:40:13 main:574] : INFO : Epoch 891 | loss: 0.0311694 | val_loss: 0.0311773 | Time: 2510.47 ms [2020-12-21 05:40:15 main:574] : INFO : Epoch 892 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 2511.02 ms [2020-12-21 05:40:18 main:574] : INFO : Epoch 893 | loss: 0.03117 | val_loss: 0.0311767 | Time: 2520.13 ms [2020-12-21 05:40:20 main:574] : INFO : Epoch 894 | loss: 0.031169 | val_loss: 0.0311763 | Time: 2532.59 ms [2020-12-21 05:40:23 main:574] : INFO : Epoch 895 | loss: 0.0311693 | val_loss: 0.0311768 | Time: 2511.38 ms [2020-12-21 05:40:25 main:574] : INFO : Epoch 896 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 2504.45 ms [2020-12-21 05:40:28 main:574] : INFO : Epoch 897 | loss: 0.0311734 | val_loss: 0.0311769 | Time: 2515.61 ms [2020-12-21 05:40:31 main:574] : INFO : Epoch 898 | loss: 0.0311732 | val_loss: 0.0311754 | Time: 2505.26 ms [2020-12-21 05:40:33 main:574] : INFO : Epoch 899 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 2521.74 ms [2020-12-21 05:40:36 main:574] : INFO : Epoch 900 | loss: 0.0311732 | val_loss: 0.0311756 | Time: 2522.95 ms [2020-12-21 05:40:38 main:574] : INFO : Epoch 901 | loss: 0.0311724 | val_loss: 0.0311774 | Time: 2508.42 ms [2020-12-21 05:40:41 main:574] : INFO : Epoch 902 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 2512.72 ms [2020-12-21 05:40:43 main:574] : INFO : Epoch 903 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2506.49 ms [2020-12-21 05:40:46 main:574] : INFO : Epoch 904 | loss: 0.0311731 | val_loss: 0.0311772 | Time: 2523.81 ms [2020-12-21 05:40:48 main:574] : INFO : Epoch 905 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 2527.87 ms [2020-12-21 05:40:51 main:574] : INFO : Epoch 906 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 2503.42 ms [2020-12-21 05:40:53 main:574] : INFO : Epoch 907 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 2560.42 ms [2020-12-21 05:40:56 main:574] : INFO : Epoch 908 | loss: 0.0311726 | val_loss: 0.0311798 | Time: 2562.41 ms [2020-12-21 05:40:58 main:574] : INFO : Epoch 909 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 2520.21 ms [2020-12-21 05:41:01 main:574] : INFO : Epoch 910 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 2506.81 ms [2020-12-21 05:41:03 main:574] : INFO : Epoch 911 | loss: 0.0311714 | val_loss: 0.0311757 | Time: 2525.74 ms [2020-12-21 05:41:06 main:574] : INFO : Epoch 912 | loss: 0.0311698 | val_loss: 0.0311758 | Time: 2516.66 ms [2020-12-21 05:41:08 main:574] : INFO : Epoch 913 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 2496.03 ms [2020-12-21 05:41:11 main:574] : INFO : Epoch 914 | loss: 0.0311694 | val_loss: 0.0311762 | Time: 2564.75 ms [2020-12-21 05:41:14 main:574] : INFO : Epoch 915 | loss: 0.0311695 | val_loss: 0.0311762 | Time: 2562.16 ms [2020-12-21 05:41:16 main:574] : INFO : Epoch 916 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 2499.61 ms [2020-12-21 05:41:19 main:574] : INFO : Epoch 917 | loss: 0.0311685 | val_loss: 0.0311755 | Time: 2505.87 ms [2020-12-21 05:41:21 main:574] : INFO : Epoch 918 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 2507.47 ms [2020-12-21 05:41:24 main:574] : INFO : Epoch 919 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 2505.41 ms [2020-12-21 05:41:26 main:574] : INFO : Epoch 920 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 2502.06 ms [2020-12-21 05:41:29 main:574] : INFO : Epoch 921 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 2528.71 ms [2020-12-21 05:41:31 main:574] : INFO : Epoch 922 | loss: 0.0311718 | val_loss: 0.031178 | Time: 2505.15 ms [2020-12-21 05:41:34 main:574] : INFO : Epoch 923 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 2522.92 ms [2020-12-21 05:41:36 main:574] : INFO : Epoch 924 | loss: 0.0311724 | val_loss: 0.0311773 | Time: 2523.18 ms [2020-12-21 05:41:39 main:574] : INFO : Epoch 925 | loss: 0.0311715 | val_loss: 0.0311781 | Time: 2512.34 ms [2020-12-21 05:41:41 main:574] : INFO : Epoch 926 | loss: 0.0311707 | val_loss: 0.0311773 | Time: 2501.47 ms [2020-12-21 05:41:44 main:574] : INFO : Epoch 927 | loss: 0.0311718 | val_loss: 0.031179 | Time: 2509.09 ms [2020-12-21 05:41:46 main:574] : INFO : Epoch 928 | loss: 0.0311715 | val_loss: 0.0311762 | Time: 2512.61 ms [2020-12-21 05:41:49 main:574] : INFO : Epoch 929 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 2509.71 ms [2020-12-21 05:41:51 main:574] : INFO : Epoch 930 | loss: 0.0311702 | val_loss: 0.0311758 | Time: 2506.31 ms [2020-12-21 05:41:54 main:574] : INFO : Epoch 931 | loss: 0.0311695 | val_loss: 0.0311759 | Time: 2513.09 ms [2020-12-21 05:41:56 main:574] : INFO : Epoch 932 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 2502.48 ms [2020-12-21 05:41:59 main:574] : INFO : Epoch 933 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 2514.36 ms [2020-12-21 05:42:01 main:574] : INFO : Epoch 934 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 2504.65 ms [2020-12-21 05:42:04 main:574] : INFO : Epoch 935 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2502.9 ms [2020-12-21 05:42:06 main:574] : INFO : Epoch 936 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2517.07 ms [2020-12-21 05:42:09 main:574] : INFO : Epoch 937 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 2515.24 ms [2020-12-21 05:42:11 main:574] : INFO : Epoch 938 | loss: 0.0311696 | val_loss: 0.0311771 | Time: 2510.76 ms [2020-12-21 05:42:14 main:574] : INFO : Epoch 939 | loss: 0.0311696 | val_loss: 0.0311761 | Time: 2518.28 ms [2020-12-21 05:42:17 main:574] : INFO : Epoch 940 | loss: 0.0311691 | val_loss: 0.0311766 | Time: 2496.55 ms [2020-12-21 05:42:19 main:574] : INFO : Epoch 941 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 2511.79 ms [2020-12-21 05:42:22 main:574] : INFO : Epoch 942 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 2506.09 ms [2020-12-21 05:42:24 main:574] : INFO : Epoch 943 | loss: 0.0311689 | val_loss: 0.031176 | Time: 2526.21 ms [2020-12-21 05:42:27 main:574] : INFO : Epoch 944 | loss: 0.0311689 | val_loss: 0.031176 | Time: 2499.19 ms [2020-12-21 05:42:29 main:574] : INFO : Epoch 945 | loss: 0.0311702 | val_loss: 0.0311759 | Time: 2513.55 ms [2020-12-21 05:42:32 main:574] : INFO : Epoch 946 | loss: 0.0311711 | val_loss: 0.0311759 | Time: 2510.58 ms [2020-12-21 05:42:34 main:574] : INFO : Epoch 947 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 2545.86 ms [2020-12-21 05:42:37 main:574] : INFO : Epoch 948 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 2911.85 ms [2020-12-21 05:42:40 main:574] : INFO : Epoch 949 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 2613.34 ms [2020-12-21 05:42:42 main:574] : INFO : Epoch 950 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 2540.41 ms [2020-12-21 05:42:45 main:574] : INFO : Epoch 951 | loss: 0.0311721 | val_loss: 0.0311856 | Time: 2500.41 ms [2020-12-21 05:42:47 main:574] : INFO : Epoch 952 | loss: 0.0311771 | val_loss: 0.0311781 | Time: 2495.55 ms [2020-12-21 05:42:50 main:574] : INFO : Epoch 953 | loss: 0.0311729 | val_loss: 0.0311768 | Time: 2504.56 ms [2020-12-21 05:42:52 main:574] : INFO : Epoch 954 | loss: 0.0311688 | val_loss: 0.0311742 | Time: 2482.71 ms [2020-12-21 05:42:55 main:574] : INFO : Epoch 955 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 2503.46 ms [2020-12-21 05:42:57 main:574] : INFO : Epoch 956 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 2497.72 ms [2020-12-21 05:43:00 main:574] : INFO : Epoch 957 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 2495.08 ms [2020-12-21 05:43:02 main:574] : INFO : Epoch 958 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2502.47 ms [2020-12-21 05:43:05 main:574] : INFO : Epoch 959 | loss: 0.0311691 | val_loss: 0.0311748 | Time: 2503.97 ms [2020-12-21 05:43:07 main:574] : INFO : Epoch 960 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 2493.8 ms [2020-12-21 05:43:10 main:574] : INFO : Epoch 961 | loss: 0.0311693 | val_loss: 0.0311761 | Time: 2505.45 ms [2020-12-21 05:43:12 main:574] : INFO : Epoch 962 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 2494.73 ms [2020-12-21 05:43:15 main:574] : INFO : Epoch 963 | loss: 0.031168 | val_loss: 0.0311756 | Time: 2517.61 ms [2020-12-21 05:43:17 main:574] : INFO : Epoch 964 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 2543.22 ms [2020-12-21 05:43:20 main:574] : INFO : Epoch 965 | loss: 0.031167 | val_loss: 0.0311768 | Time: 2541.96 ms [2020-12-21 05:43:22 main:574] : INFO : Epoch 966 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2532.12 ms [2020-12-21 05:43:25 main:574] : INFO : Epoch 967 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 2542.23 ms [2020-12-21 05:43:28 main:574] : INFO : Epoch 968 | loss: 0.0311675 | val_loss: 0.0311767 | Time: 2544.06 ms [2020-12-21 05:43:30 main:574] : INFO : Epoch 969 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 2548.49 ms [2020-12-21 05:43:33 main:574] : INFO : Epoch 970 | loss: 0.0311664 | val_loss: 0.0311762 | Time: 2563.95 ms [2020-12-21 05:43:35 main:574] : INFO : Epoch 971 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 2537.85 ms [2020-12-21 05:43:38 main:574] : INFO : Epoch 972 | loss: 0.0311662 | val_loss: 0.0311755 | Time: 2544.09 ms [2020-12-21 05:43:40 main:574] : INFO : Epoch 973 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2547.7 ms [2020-12-21 05:43:43 main:574] : INFO : Epoch 974 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 2546.7 ms [2020-12-21 05:43:45 main:574] : INFO : Epoch 975 | loss: 0.0311679 | val_loss: 0.0311762 | Time: 2529.29 ms [2020-12-21 05:43:48 main:574] : INFO : Epoch 976 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 2533.88 ms [2020-12-21 05:43:50 main:574] : INFO : Epoch 977 | loss: 0.0311672 | val_loss: 0.031175 | Time: 2534.74 ms [2020-12-21 05:43:53 main:574] : INFO : Epoch 978 | loss: 0.0311699 | val_loss: 0.0311726 | Time: 2555.42 ms [2020-12-21 05:43:56 main:574] : INFO : Epoch 979 | loss: 0.0311686 | val_loss: 0.031177 | Time: 2550.87 ms [2020-12-21 05:43:58 main:574] : INFO : Epoch 980 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 2528.83 ms [2020-12-21 05:44:01 main:574] : INFO : Epoch 981 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2518.27 ms [2020-12-21 05:44:03 main:574] : INFO : Epoch 982 | loss: 0.0311661 | val_loss: 0.031173 | Time: 2520.92 ms [2020-12-21 05:44:06 main:574] : INFO : Epoch 983 | loss: 0.0311663 | val_loss: 0.031174 | Time: 2504.84 ms [2020-12-21 05:44:08 main:574] : INFO : Epoch 984 | loss: 0.0311666 | val_loss: 0.0311737 | Time: 2520.62 ms [2020-12-21 05:44:11 main:574] : INFO : Epoch 985 | loss: 0.0311658 | val_loss: 0.0311772 | Time: 2530.21 ms [2020-12-21 05:44:13 main:574] : INFO : Epoch 986 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2531.88 ms [2020-12-21 05:44:16 main:574] : INFO : Epoch 987 | loss: 0.0311663 | val_loss: 0.0311728 | Time: 2517.18 ms [2020-12-21 05:44:18 main:574] : INFO : Epoch 988 | loss: 0.0311663 | val_loss: 0.031172 | Time: 2560.13 ms [2020-12-21 05:44:21 main:574] : INFO : Epoch 989 | loss: 0.0311657 | val_loss: 0.0311713 | Time: 2545.64 ms [2020-12-21 05:44:23 main:574] : INFO : Epoch 990 | loss: 0.031168 | val_loss: 0.0311727 | Time: 2564.82 ms [2020-12-21 05:44:26 main:574] : INFO : Epoch 991 | loss: 0.0311671 | val_loss: 0.031173 | Time: 2541.69 ms [2020-12-21 05:44:29 main:574] : INFO : Epoch 992 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 2524.91 ms [2020-12-21 05:44:31 main:574] : INFO : Epoch 993 | loss: 0.0311689 | val_loss: 0.0311745 | Time: 2526.67 ms [2020-12-21 05:44:34 main:574] : INFO : Epoch 994 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 2543.95 ms [2020-12-21 05:44:36 main:574] : INFO : Epoch 995 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 2547.11 ms [2020-12-21 05:44:39 main:574] : INFO : Epoch 996 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 2542.32 ms [2020-12-21 05:44:41 main:574] : INFO : Epoch 997 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 2554.36 ms [2020-12-21 05:44:44 main:574] : INFO : Epoch 998 | loss: 0.0311672 | val_loss: 0.0311761 | Time: 2547.81 ms [2020-12-21 05:44:46 main:574] : INFO : Epoch 999 | loss: 0.0311692 | val_loss: 0.0311735 | Time: 2521.63 ms [2020-12-21 05:44:49 main:574] : INFO : Epoch 1000 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 2534.96 ms [2020-12-21 05:44:51 main:574] : INFO : Epoch 1001 | loss: 0.031168 | val_loss: 0.0311781 | Time: 2544.04 ms [2020-12-21 05:44:54 main:574] : INFO : Epoch 1002 | loss: 0.031167 | val_loss: 0.0311727 | Time: 2563.16 ms [2020-12-21 05:44:57 main:574] : INFO : Epoch 1003 | loss: 0.0311654 | val_loss: 0.0311738 | Time: 2545.35 ms [2020-12-21 05:44:59 main:574] : INFO : Epoch 1004 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 2547.1 ms [2020-12-21 05:45:02 main:574] : INFO : Epoch 1005 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 2535.82 ms [2020-12-21 05:45:04 main:574] : INFO : Epoch 1006 | loss: 0.0311662 | val_loss: 0.0311773 | Time: 2550.38 ms [2020-12-21 05:45:07 main:574] : INFO : Epoch 1007 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 2540.97 ms [2020-12-21 05:45:09 main:574] : INFO : Epoch 1008 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 2536.39 ms [2020-12-21 05:45:12 main:574] : INFO : Epoch 1009 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2552.74 ms [2020-12-21 05:45:14 main:574] : INFO : Epoch 1010 | loss: 0.0311665 | val_loss: 0.0311745 | Time: 2540.12 ms [2020-12-21 05:45:17 main:574] : INFO : Epoch 1011 | loss: 0.0311657 | val_loss: 0.0311749 | Time: 2537.82 ms [2020-12-21 05:45:20 main:574] : INFO : Epoch 1012 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 2532.3 ms [2020-12-21 05:45:22 main:574] : INFO : Epoch 1013 | loss: 0.0311657 | val_loss: 0.0311788 | Time: 2546.92 ms [2020-12-21 05:45:25 main:574] : INFO : Epoch 1014 | loss: 0.031165 | val_loss: 0.0311752 | Time: 2546.32 ms [2020-12-21 05:45:27 main:574] : INFO : Epoch 1015 | loss: 0.0311658 | val_loss: 0.0311767 | Time: 2570.61 ms [2020-12-21 05:45:30 main:574] : INFO : Epoch 1016 | loss: 0.0311647 | val_loss: 0.031177 | Time: 2924.22 ms [2020-12-21 05:45:33 main:574] : INFO : Epoch 1017 | loss: 0.0311663 | val_loss: 0.0311811 | Time: 2659.29 ms [2020-12-21 05:45:36 main:574] : INFO : Epoch 1018 | loss: 0.0311667 | val_loss: 0.0311778 | Time: 3426.76 ms [2020-12-21 05:48:10 main:574] : INFO : Epoch 1019 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 153920 ms [2020-12-21 05:53:22 main:574] : INFO : Epoch 1020 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 308148 ms [2020-12-21 05:59:22 main:574] : INFO : Epoch 1021 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 354603 ms [2020-12-21 06:05:26 main:574] : INFO : Epoch 1022 | loss: 0.0311642 | val_loss: 0.0311743 | Time: 356230 ms [2020-12-21 06:13:32 main:574] : INFO : Epoch 1023 | loss: 0.0311652 | val_loss: 0.0311738 | Time: 486820 ms [2020-12-21 06:20:54 main:574] : INFO : Epoch 1024 | loss: 0.0311639 | val_loss: 0.0311763 | Time: 441731 ms [2020-12-21 06:20:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763 [2020-12-21 06:20:54 main:603] : INFO : Saving end state to config to file [2020-12-21 06:20:54 main:608] : INFO : Success, exiting.. 06:20:54 (22856): 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)