Task 3201898
| Name | ParityMachine-1605454872-15277-5_0 |
| Workunit | 1490027 |
| Created | 8 Dec 2020, 12:15:40 UTC |
| Sent | 10 Dec 2020, 10:40:25 UTC |
| Report deadline | 17 Dec 2020, 10:40:25 UTC |
| Received | 10 Dec 2020, 15:21:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 44 min 30 sec |
| CPU time | 43 min 1 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,475.31 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311609 | val_loss: 0.0311696 | Time: 2613.26 ms
[2020-12-10 15:59:48 main:574] : INFO : Epoch 515 | loss: 0.0311622 | val_loss: 0.0311662 | Time: 2510.29 ms
[2020-12-10 15:59:51 main:574] : INFO : Epoch 516 | loss: 0.0311585 | val_loss: 0.0311669 | Time: 2506.94 ms
[2020-12-10 15:59:54 main:574] : INFO : Epoch 517 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 2584.8 ms
[2020-12-10 15:59:56 main:574] : INFO : Epoch 518 | loss: 0.0311573 | val_loss: 0.0311637 | Time: 2605.68 ms
[2020-12-10 15:59:59 main:574] : INFO : Epoch 519 | loss: 0.0311583 | val_loss: 0.0311656 | Time: 2517.76 ms
[2020-12-10 16:00:01 main:574] : INFO : Epoch 520 | loss: 0.0311587 | val_loss: 0.0311661 | Time: 2581.78 ms
[2020-12-10 16:00:04 main:574] : INFO : Epoch 521 | loss: 0.0311588 | val_loss: 0.0311646 | Time: 2578.12 ms
[2020-12-10 16:00:07 main:574] : INFO : Epoch 522 | loss: 0.03116 | val_loss: 0.0311668 | Time: 2511.89 ms
[2020-12-10 16:00:09 main:574] : INFO : Epoch 523 | loss: 0.0311595 | val_loss: 0.0311657 | Time: 2556.58 ms
[2020-12-10 16:00:12 main:574] : INFO : Epoch 524 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 2570.23 ms
[2020-12-10 16:00:14 main:574] : INFO : Epoch 525 | loss: 0.0311582 | val_loss: 0.031167 | Time: 2545.48 ms
[2020-12-10 16:00:17 main:574] : INFO : Epoch 526 | loss: 0.0311573 | val_loss: 0.0311659 | Time: 2519.06 ms
[2020-12-10 16:00:19 main:574] : INFO : Epoch 527 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 2570.97 ms
[2020-12-10 16:00:22 main:574] : INFO : Epoch 528 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 2669.79 ms
[2020-12-10 16:00:25 main:574] : INFO : Epoch 529 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 2533.06 ms
[2020-12-10 16:00:27 main:574] : INFO : Epoch 530 | loss: 0.0311576 | val_loss: 0.031168 | Time: 2592.23 ms
[2020-12-10 16:00:30 main:574] : INFO : Epoch 531 | loss: 0.0311575 | val_loss: 0.0311652 | Time: 2568.07 ms
[2020-12-10 16:00:33 main:574] : INFO : Epoch 532 | loss: 0.031161 | val_loss: 0.0311655 | Time: 2585.43 ms
[2020-12-10 16:00:35 main:574] : INFO : Epoch 533 | loss: 0.031161 | val_loss: 0.0311675 | Time: 2571.02 ms
[2020-12-10 16:00:38 main:574] : INFO : Epoch 534 | loss: 0.0311592 | val_loss: 0.0311661 | Time: 2513.87 ms
[2020-12-10 16:00:40 main:574] : INFO : Epoch 535 | loss: 0.0311593 | val_loss: 0.0311641 | Time: 2573.12 ms
[2020-12-10 16:00:43 main:574] : INFO : Epoch 536 | loss: 0.0311614 | val_loss: 0.0311647 | Time: 2481.7 ms
[2020-12-10 16:00:45 main:574] : INFO : Epoch 537 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 2532.97 ms
[2020-12-10 16:00:48 main:574] : INFO : Epoch 538 | loss: 0.0311581 | val_loss: 0.0311676 | Time: 2536.46 ms
[2020-12-10 16:00:51 main:574] : INFO : Epoch 539 | loss: 0.0311578 | val_loss: 0.0311655 | Time: 2548.72 ms
[2020-12-10 16:00:53 main:574] : INFO : Epoch 540 | loss: 0.0311576 | val_loss: 0.0311649 | Time: 2596.11 ms
[2020-12-10 16:00:56 main:574] : INFO : Epoch 541 | loss: 0.0311594 | val_loss: 0.0311717 | Time: 2570.71 ms
[2020-12-10 16:00:58 main:574] : INFO : Epoch 542 | loss: 0.0311604 | val_loss: 0.0311736 | Time: 2533.75 ms
[2020-12-10 16:01:01 main:574] : INFO : Epoch 543 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 2603.37 ms
[2020-12-10 16:01:04 main:574] : INFO : Epoch 544 | loss: 0.031158 | val_loss: 0.0311666 | Time: 2587.79 ms
[2020-12-10 16:01:06 main:574] : INFO : Epoch 545 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 2476.05 ms
[2020-12-10 16:01:09 main:574] : INFO : Epoch 546 | loss: 0.0311571 | val_loss: 0.0311668 | Time: 2535.89 ms
[2020-12-10 16:01:11 main:574] : INFO : Epoch 547 | loss: 0.0311564 | val_loss: 0.0311647 | Time: 2647.35 ms
[2020-12-10 16:01:14 main:574] : INFO : Epoch 548 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 2482.21 ms
[2020-12-10 16:01:17 main:574] : INFO : Epoch 549 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 2607.45 ms
[2020-12-10 16:01:19 main:574] : INFO : Epoch 550 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 2590.21 ms
[2020-12-10 16:01:22 main:574] : INFO : Epoch 551 | loss: 0.031156 | val_loss: 0.0311663 | Time: 2497.92 ms
[2020-12-10 16:01:24 main:574] : INFO : Epoch 552 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 2587.95 ms
[2020-12-10 16:01:27 main:574] : INFO : Epoch 553 | loss: 0.0311573 | val_loss: 0.0311719 | Time: 2507.6 ms
[2020-12-10 16:01:30 main:574] : INFO : Epoch 554 | loss: 0.0311561 | val_loss: 0.0311653 | Time: 2536.92 ms
[2020-12-10 16:01:32 main:574] : INFO : Epoch 555 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 2612.4 ms
[2020-12-10 16:01:35 main:574] : INFO : Epoch 556 | loss: 0.0311562 | val_loss: 0.0311672 | Time: 2543.07 ms
[2020-12-10 16:01:37 main:574] : INFO : Epoch 557 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 2492.75 ms
[2020-12-10 16:01:40 main:574] : INFO : Epoch 558 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 2558.03 ms
[2020-12-10 16:01:43 main:574] : INFO : Epoch 559 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 2616.71 ms
[2020-12-10 16:01:45 main:574] : INFO : Epoch 560 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2530.29 ms
[2020-12-10 16:01:48 main:574] : INFO : Epoch 561 | loss: 0.031158 | val_loss: 0.031167 | Time: 2565.69 ms
[2020-12-10 16:01:50 main:574] : INFO : Epoch 562 | loss: 0.0311589 | val_loss: 0.0311722 | Time: 2517.99 ms
[2020-12-10 16:01:53 main:574] : INFO : Epoch 563 | loss: 0.0311605 | val_loss: 0.031172 | Time: 2568.13 ms
[2020-12-10 16:01:55 main:574] : INFO : Epoch 564 | loss: 0.0311602 | val_loss: 0.0311648 | Time: 2468.51 ms
[2020-12-10 16:01:58 main:574] : INFO : Epoch 565 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2531.82 ms
[2020-12-10 16:02:01 main:574] : INFO : Epoch 566 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 2529.7 ms
[2020-12-10 16:02:03 main:574] : INFO : Epoch 567 | loss: 0.031157 | val_loss: 0.0311647 | Time: 2550.07 ms
[2020-12-10 16:02:06 main:574] : INFO : Epoch 568 | loss: 0.0311579 | val_loss: 0.0311668 | Time: 2488.7 ms
[2020-12-10 16:02:08 main:574] : INFO : Epoch 569 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 2593.83 ms
[2020-12-10 16:02:11 main:574] : INFO : Epoch 570 | loss: 0.03116 | val_loss: 0.0311687 | Time: 2559.67 ms
[2020-12-10 16:02:13 main:574] : INFO : Epoch 571 | loss: 0.0311581 | val_loss: 0.0311682 | Time: 2549.02 ms
[2020-12-10 16:02:16 main:574] : INFO : Epoch 572 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 2545.66 ms
[2020-12-10 16:02:19 main:574] : INFO : Epoch 573 | loss: 0.0311595 | val_loss: 0.0311674 | Time: 2502.99 ms
[2020-12-10 16:02:21 main:574] : INFO : Epoch 574 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 2586.66 ms
[2020-12-10 16:02:24 main:574] : INFO : Epoch 575 | loss: 0.0311585 | val_loss: 0.0311648 | Time: 2532.56 ms
[2020-12-10 16:02:26 main:574] : INFO : Epoch 576 | loss: 0.0311572 | val_loss: 0.0311666 | Time: 2522.78 ms
[2020-12-10 16:02:29 main:574] : INFO : Epoch 577 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 2525.91 ms
[2020-12-10 16:02:32 main:574] : INFO : Epoch 578 | loss: 0.0311562 | val_loss: 0.031166 | Time: 2606.35 ms
[2020-12-10 16:02:34 main:574] : INFO : Epoch 579 | loss: 0.0311559 | val_loss: 0.0311657 | Time: 2477.72 ms
[2020-12-10 16:02:37 main:574] : INFO : Epoch 580 | loss: 0.031156 | val_loss: 0.0311669 | Time: 2526.84 ms
[2020-12-10 16:02:39 main:574] : INFO : Epoch 581 | loss: 0.0311565 | val_loss: 0.0311662 | Time: 2522.3 ms
[2020-12-10 16:02:42 main:574] : INFO : Epoch 582 | loss: 0.0311589 | val_loss: 0.0311682 | Time: 2445.33 ms
[2020-12-10 16:02:44 main:574] : INFO : Epoch 583 | loss: 0.0311595 | val_loss: 0.0311724 | Time: 2601.4 ms
[2020-12-10 16:02:47 main:574] : INFO : Epoch 584 | loss: 0.0311572 | val_loss: 0.031165 | Time: 2620.03 ms
[2020-12-10 16:02:49 main:574] : INFO : Epoch 585 | loss: 0.0311579 | val_loss: 0.031164 | Time: 2495.97 ms
[2020-12-10 16:02:52 main:574] : INFO : Epoch 586 | loss: 0.0311561 | val_loss: 0.0311652 | Time: 2549.74 ms
[2020-12-10 16:02:55 main:574] : INFO : Epoch 587 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 2478.19 ms
[2020-12-10 16:02:57 main:574] : INFO : Epoch 588 | loss: 0.0311565 | val_loss: 0.0311651 | Time: 2511.85 ms
[2020-12-10 16:03:00 main:574] : INFO : Epoch 589 | loss: 0.0311559 | val_loss: 0.0311682 | Time: 2704.82 ms
[2020-12-10 16:03:02 main:574] : INFO : Epoch 590 | loss: 0.0311556 | val_loss: 0.031166 | Time: 2524.29 ms
[2020-12-10 16:03:05 main:574] : INFO : Epoch 591 | loss: 0.0311565 | val_loss: 0.0311655 | Time: 2500.63 ms
[2020-12-10 16:03:08 main:574] : INFO : Epoch 592 | loss: 0.0311601 | val_loss: 0.0311773 | Time: 2567.76 ms
[2020-12-10 16:03:10 main:574] : INFO : Epoch 593 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 2572.62 ms
[2020-12-10 16:03:13 main:574] : INFO : Epoch 594 | loss: 0.0311611 | val_loss: 0.0311651 | Time: 2586.65 ms
[2020-12-10 16:03:15 main:574] : INFO : Epoch 595 | loss: 0.031158 | val_loss: 0.0311646 | Time: 2506.2 ms
[2020-12-10 16:03:18 main:574] : INFO : Epoch 596 | loss: 0.0311596 | val_loss: 0.0311659 | Time: 2551.17 ms
[2020-12-10 16:03:20 main:574] : INFO : Epoch 597 | loss: 0.031158 | val_loss: 0.0311666 | Time: 2542.1 ms
[2020-12-10 16:03:23 main:574] : INFO : Epoch 598 | loss: 0.0311569 | val_loss: 0.0311664 | Time: 2520.58 ms
[2020-12-10 16:03:26 main:574] : INFO : Epoch 599 | loss: 0.0311581 | val_loss: 0.0311667 | Time: 2498.43 ms
[2020-12-10 16:03:28 main:574] : INFO : Epoch 600 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 2540.18 ms
[2020-12-10 16:03:31 main:574] : INFO : Epoch 601 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 2509.84 ms
[2020-12-10 16:03:33 main:574] : INFO : Epoch 602 | loss: 0.0311573 | val_loss: 0.0311663 | Time: 2631.18 ms
[2020-12-10 16:03:36 main:574] : INFO : Epoch 603 | loss: 0.0311569 | val_loss: 0.0311654 | Time: 2575.79 ms
[2020-12-10 16:03:38 main:574] : INFO : Epoch 604 | loss: 0.0311563 | val_loss: 0.0311662 | Time: 2510.8 ms
[2020-12-10 16:03:41 main:574] : INFO : Epoch 605 | loss: 0.0311599 | val_loss: 0.0311658 | Time: 2530.13 ms
[2020-12-10 16:03:44 main:574] : INFO : Epoch 606 | loss: 0.0311596 | val_loss: 0.031168 | Time: 2552.34 ms
[2020-12-10 16:03:46 main:574] : INFO : Epoch 607 | loss: 0.0311573 | val_loss: 0.0311705 | Time: 2525.88 ms
[2020-12-10 16:03:49 main:574] : INFO : Epoch 608 | loss: 0.0311594 | val_loss: 0.0311675 | Time: 2566.95 ms
[2020-12-10 16:03:51 main:574] : INFO : Epoch 609 | loss: 0.0311603 | val_loss: 0.0311676 | Time: 2529.8 ms
[2020-12-10 16:03:54 main:574] : INFO : Epoch 610 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 2518.81 ms
[2020-12-10 16:03:57 main:574] : INFO : Epoch 611 | loss: 0.031158 | val_loss: 0.0311677 | Time: 2585.81 ms
[2020-12-10 16:03:59 main:574] : INFO : Epoch 612 | loss: 0.0311581 | val_loss: 0.0311671 | Time: 2516.13 ms
[2020-12-10 16:04:02 main:574] : INFO : Epoch 613 | loss: 0.0311597 | val_loss: 0.0311674 | Time: 2511.25 ms
[2020-12-10 16:04:04 main:574] : INFO : Epoch 614 | loss: 0.0311581 | val_loss: 0.0311663 | Time: 2507.05 ms
[2020-12-10 16:04:07 main:574] : INFO : Epoch 615 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 2589.73 ms
[2020-12-10 16:04:09 main:574] : INFO : Epoch 616 | loss: 0.0311586 | val_loss: 0.0311675 | Time: 2572 ms
[2020-12-10 16:04:12 main:574] : INFO : Epoch 617 | loss: 0.0311596 | val_loss: 0.03117 | Time: 2461.9 ms
[2020-12-10 16:04:14 main:574] : INFO : Epoch 618 | loss: 0.03116 | val_loss: 0.0311658 | Time: 2495.91 ms
[2020-12-10 16:04:17 main:574] : INFO : Epoch 619 | loss: 0.0311579 | val_loss: 0.0311671 | Time: 2518.18 ms
[2020-12-10 16:04:20 main:574] : INFO : Epoch 620 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 2461.09 ms
[2020-12-10 16:04:22 main:574] : INFO : Epoch 621 | loss: 0.0311579 | val_loss: 0.0311686 | Time: 2585.84 ms
[2020-12-10 16:04:25 main:574] : INFO : Epoch 622 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 2564.5 ms
[2020-12-10 16:04:27 main:574] : INFO : Epoch 623 | loss: 0.0311563 | val_loss: 0.031167 | Time: 2541.79 ms
[2020-12-10 16:04:30 main:574] : INFO : Epoch 624 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 2635.1 ms
[2020-12-10 16:04:33 main:574] : INFO : Epoch 625 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 2566.37 ms
[2020-12-10 16:04:35 main:574] : INFO : Epoch 626 | loss: 0.0311569 | val_loss: 0.0311653 | Time: 2545.63 ms
[2020-12-10 16:04:38 main:574] : INFO : Epoch 627 | loss: 0.0311558 | val_loss: 0.0311644 | Time: 2455.71 ms
[2020-12-10 16:04:40 main:574] : INFO : Epoch 628 | loss: 0.031156 | val_loss: 0.0311643 | Time: 2518.13 ms
[2020-12-10 16:04:43 main:574] : INFO : Epoch 629 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 2574.11 ms
[2020-12-10 16:04:45 main:574] : INFO : Epoch 630 | loss: 0.0311571 | val_loss: 0.0311653 | Time: 2528.99 ms
[2020-12-10 16:04:48 main:574] : INFO : Epoch 631 | loss: 0.0311541 | val_loss: 0.0311664 | Time: 2472.45 ms
[2020-12-10 16:04:50 main:574] : INFO : Epoch 632 | loss: 0.0311539 | val_loss: 0.0311646 | Time: 2522.84 ms
[2020-12-10 16:04:53 main:574] : INFO : Epoch 633 | loss: 0.0311562 | val_loss: 0.0311643 | Time: 2568.41 ms
[2020-12-10 16:04:56 main:574] : INFO : Epoch 634 | loss: 0.0311568 | val_loss: 0.0311678 | Time: 2564.41 ms
[2020-12-10 16:04:58 main:574] : INFO : Epoch 635 | loss: 0.0311573 | val_loss: 0.0311644 | Time: 2577.09 ms
[2020-12-10 16:05:01 main:574] : INFO : Epoch 636 | loss: 0.0311565 | val_loss: 0.0311659 | Time: 2528.07 ms
[2020-12-10 16:05:03 main:574] : INFO : Epoch 637 | loss: 0.0311565 | val_loss: 0.0311649 | Time: 2534.95 ms
[2020-12-10 16:05:06 main:574] : INFO : Epoch 638 | loss: 0.0311567 | val_loss: 0.0311674 | Time: 2537.05 ms
[2020-12-10 16:05:09 main:574] : INFO : Epoch 639 | loss: 0.03116 | val_loss: 0.0311685 | Time: 2594.51 ms
[2020-12-10 16:05:11 main:574] : INFO : Epoch 640 | loss: 0.0311558 | val_loss: 0.031165 | Time: 2525.84 ms
[2020-12-10 16:05:14 main:574] : INFO : Epoch 641 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 2668.8 ms
[2020-12-10 16:05:16 main:574] : INFO : Epoch 642 | loss: 0.0311554 | val_loss: 0.0311645 | Time: 2541.12 ms
[2020-12-10 16:05:19 main:574] : INFO : Epoch 643 | loss: 0.0311578 | val_loss: 0.0311641 | Time: 2529.35 ms
[2020-12-10 16:05:22 main:574] : INFO : Epoch 644 | loss: 0.0311588 | val_loss: 0.0311739 | Time: 2473.06 ms
[2020-12-10 16:05:24 main:574] : INFO : Epoch 645 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 2540.71 ms
[2020-12-10 16:05:27 main:574] : INFO : Epoch 646 | loss: 0.031157 | val_loss: 0.0311765 | Time: 2490.59 ms
[2020-12-10 16:05:29 main:574] : INFO : Epoch 647 | loss: 0.0311595 | val_loss: 0.0311673 | Time: 2524.39 ms
[2020-12-10 16:05:32 main:574] : INFO : Epoch 648 | loss: 0.0311578 | val_loss: 0.0311661 | Time: 2501.62 ms
[2020-12-10 16:05:35 main:574] : INFO : Epoch 649 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 2688.88 ms
[2020-12-10 16:05:37 main:574] : INFO : Epoch 650 | loss: 0.0311545 | val_loss: 0.0311648 | Time: 2719.71 ms
[2020-12-10 16:05:40 main:574] : INFO : Epoch 651 | loss: 0.031157 | val_loss: 0.0311647 | Time: 2623.97 ms
[2020-12-10 16:05:43 main:574] : INFO : Epoch 652 | loss: 0.0311557 | val_loss: 0.031165 | Time: 2569.8 ms
[2020-12-10 16:05:45 main:574] : INFO : Epoch 653 | loss: 0.031157 | val_loss: 0.0311676 | Time: 2558.88 ms
[2020-12-10 16:05:48 main:574] : INFO : Epoch 654 | loss: 0.0311562 | val_loss: 0.0311734 | Time: 2534.99 ms
[2020-12-10 16:05:50 main:574] : INFO : Epoch 655 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 2558.95 ms
[2020-12-10 16:05:53 main:574] : INFO : Epoch 656 | loss: 0.0311543 | val_loss: 0.0311757 | Time: 2542.21 ms
[2020-12-10 16:05:56 main:574] : INFO : Epoch 657 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 2571.05 ms
[2020-12-10 16:05:58 main:574] : INFO : Epoch 658 | loss: 0.0311549 | val_loss: 0.0311674 | Time: 2571.09 ms
[2020-12-10 16:06:01 main:574] : INFO : Epoch 659 | loss: 0.031155 | val_loss: 0.0311657 | Time: 2598.03 ms
[2020-12-10 16:06:03 main:574] : INFO : Epoch 660 | loss: 0.0311576 | val_loss: 0.0311667 | Time: 2493.11 ms
[2020-12-10 16:06:06 main:574] : INFO : Epoch 661 | loss: 0.0311601 | val_loss: 0.0311706 | Time: 2576.33 ms
[2020-12-10 16:06:09 main:574] : INFO : Epoch 662 | loss: 0.0311621 | val_loss: 0.031165 | Time: 2541.78 ms
[2020-12-10 16:06:11 main:574] : INFO : Epoch 663 | loss: 0.0311628 | val_loss: 0.0311678 | Time: 2635.96 ms
[2020-12-10 16:06:14 main:574] : INFO : Epoch 664 | loss: 0.0311629 | val_loss: 0.0311772 | Time: 2519.17 ms
[2020-12-10 16:06:16 main:574] : INFO : Epoch 665 | loss: 0.0311645 | val_loss: 0.0311681 | Time: 2470.38 ms
[2020-12-10 16:06:19 main:574] : INFO : Epoch 666 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 2528.49 ms
[2020-12-10 16:06:21 main:574] : INFO : Epoch 667 | loss: 0.0311603 | val_loss: 0.0311662 | Time: 2587.22 ms
[2020-12-10 16:06:24 main:574] : INFO : Epoch 668 | loss: 0.0311617 | val_loss: 0.0311688 | Time: 2600.71 ms
[2020-12-10 16:06:27 main:574] : INFO : Epoch 669 | loss: 0.0311611 | val_loss: 0.0311661 | Time: 2604.29 ms
[2020-12-10 16:06:29 main:574] : INFO : Epoch 670 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 2613.13 ms
[2020-12-10 16:06:32 main:574] : INFO : Epoch 671 | loss: 0.0311588 | val_loss: 0.0311659 | Time: 2538.5 ms
[2020-12-10 16:06:35 main:574] : INFO : Epoch 672 | loss: 0.031158 | val_loss: 0.0311674 | Time: 2521.21 ms
[2020-12-10 16:06:37 main:574] : INFO : Epoch 673 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 2562.24 ms
[2020-12-10 16:06:40 main:574] : INFO : Epoch 674 | loss: 0.0311576 | val_loss: 0.0311669 | Time: 2505.08 ms
[2020-12-10 16:06:42 main:574] : INFO : Epoch 675 | loss: 0.0311572 | val_loss: 0.0311674 | Time: 2479.81 ms
[2020-12-10 16:06:45 main:574] : INFO : Epoch 676 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2545.69 ms
[2020-12-10 16:06:47 main:574] : INFO : Epoch 677 | loss: 0.0311572 | val_loss: 0.0311715 | Time: 2529.05 ms
[2020-12-10 16:06:50 main:574] : INFO : Epoch 678 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2602.81 ms
[2020-12-10 16:06:53 main:574] : INFO : Epoch 679 | loss: 0.0311575 | val_loss: 0.0311677 | Time: 2572.75 ms
[2020-12-10 16:06:55 main:574] : INFO : Epoch 680 | loss: 0.0311554 | val_loss: 0.0311664 | Time: 2572.18 ms
[2020-12-10 16:06:58 main:574] : INFO : Epoch 681 | loss: 0.0311556 | val_loss: 0.031166 | Time: 2532.21 ms
[2020-12-10 16:07:00 main:574] : INFO : Epoch 682 | loss: 0.0311562 | val_loss: 0.0311677 | Time: 2523.96 ms
[2020-12-10 16:07:03 main:574] : INFO : Epoch 683 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 2518.96 ms
[2020-12-10 16:07:06 main:574] : INFO : Epoch 684 | loss: 0.0311577 | val_loss: 0.0311775 | Time: 2625.73 ms
[2020-12-10 16:07:08 main:574] : INFO : Epoch 685 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2617.08 ms
[2020-12-10 16:07:11 main:574] : INFO : Epoch 686 | loss: 0.0311602 | val_loss: 0.0311838 | Time: 2558.07 ms
[2020-12-10 16:07:13 main:574] : INFO : Epoch 687 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2534.71 ms
[2020-12-10 16:07:16 main:574] : INFO : Epoch 688 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 2513.57 ms
[2020-12-10 16:07:19 main:574] : INFO : Epoch 689 | loss: 0.03133 | val_loss: 0.0324842 | Time: 2549.81 ms
[2020-12-10 16:07:21 main:574] : INFO : Epoch 690 | loss: 0.0365779 | val_loss: 0.0345466 | Time: 2518.26 ms
[2020-12-10 16:07:24 main:574] : INFO : Epoch 691 | loss: 0.0323526 | val_loss: 0.0314531 | Time: 2497.17 ms
[2020-12-10 16:07:26 main:574] : INFO : Epoch 692 | loss: 0.0313807 | val_loss: 0.0312735 | Time: 2561.3 ms
[2020-12-10 16:07:29 main:574] : INFO : Epoch 693 | loss: 0.0312533 | val_loss: 0.0312354 | Time: 2528.21 ms
[2020-12-10 16:07:31 main:574] : INFO : Epoch 694 | loss: 0.0312232 | val_loss: 0.0312113 | Time: 2536 ms
[2020-12-10 16:07:34 main:574] : INFO : Epoch 695 | loss: 0.0312009 | val_loss: 0.0311915 | Time: 2483.28 ms
[2020-12-10 16:07:36 main:574] : INFO : Epoch 696 | loss: 0.031181 | val_loss: 0.0311789 | Time: 2465.49 ms
[2020-12-10 16:07:39 main:574] : INFO : Epoch 697 | loss: 0.0311717 | val_loss: 0.0311778 | Time: 2613.19 ms
[2020-12-10 16:07:42 main:574] : INFO : Epoch 698 | loss: 0.0311679 | val_loss: 0.0311703 | Time: 2517.24 ms
[2020-12-10 16:07:44 main:574] : INFO : Epoch 699 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 2588.03 ms
[2020-12-10 16:07:47 main:574] : INFO : Epoch 700 | loss: 0.0311628 | val_loss: 0.0311698 | Time: 2566.59 ms
[2020-12-10 16:07:49 main:574] : INFO : Epoch 701 | loss: 0.0311616 | val_loss: 0.0311702 | Time: 2487.89 ms
[2020-12-10 16:07:52 main:574] : INFO : Epoch 702 | loss: 0.0311621 | val_loss: 0.0311695 | Time: 2472.55 ms
[2020-12-10 16:07:54 main:574] : INFO : Epoch 703 | loss: 0.0311637 | val_loss: 0.0311692 | Time: 2525.02 ms
[2020-12-10 16:07:57 main:574] : INFO : Epoch 704 | loss: 0.0311618 | val_loss: 0.0311698 | Time: 2562.41 ms
[2020-12-10 16:08:00 main:574] : INFO : Epoch 705 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 2568.95 ms
[2020-12-10 16:08:02 main:574] : INFO : Epoch 706 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 2477.15 ms
[2020-12-10 16:08:05 main:574] : INFO : Epoch 707 | loss: 0.0311588 | val_loss: 0.0311693 | Time: 2527.53 ms
[2020-12-10 16:08:07 main:574] : INFO : Epoch 708 | loss: 0.0311584 | val_loss: 0.0311692 | Time: 2541.18 ms
[2020-12-10 16:08:10 main:574] : INFO : Epoch 709 | loss: 0.0311581 | val_loss: 0.0311681 | Time: 2550.92 ms
[2020-12-10 16:08:12 main:574] : INFO : Epoch 710 | loss: 0.0311593 | val_loss: 0.0311683 | Time: 2456.89 ms
[2020-12-10 16:08:15 main:574] : INFO : Epoch 711 | loss: 0.0311587 | val_loss: 0.0311689 | Time: 2547.82 ms
[2020-12-10 16:08:18 main:574] : INFO : Epoch 712 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 2528.26 ms
[2020-12-10 16:08:20 main:574] : INFO : Epoch 713 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2569.22 ms
[2020-12-10 16:08:23 main:574] : INFO : Epoch 714 | loss: 0.0311567 | val_loss: 0.0311695 | Time: 2606.4 ms
[2020-12-10 16:08:25 main:574] : INFO : Epoch 715 | loss: 0.031158 | val_loss: 0.0311688 | Time: 2528.57 ms
[2020-12-10 16:08:28 main:574] : INFO : Epoch 716 | loss: 0.0311583 | val_loss: 0.0311723 | Time: 2520.42 ms
[2020-12-10 16:08:31 main:574] : INFO : Epoch 717 | loss: 0.0311589 | val_loss: 0.031168 | Time: 2639.72 ms
[2020-12-10 16:08:33 main:574] : INFO : Epoch 718 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 2594 ms
[2020-12-10 16:08:36 main:574] : INFO : Epoch 719 | loss: 0.0311596 | val_loss: 0.0311681 | Time: 2519.55 ms
[2020-12-10 16:08:38 main:574] : INFO : Epoch 720 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 2609.92 ms
[2020-12-10 16:08:41 main:574] : INFO : Epoch 721 | loss: 0.0311583 | val_loss: 0.0311676 | Time: 2578.28 ms
[2020-12-10 16:08:44 main:574] : INFO : Epoch 722 | loss: 0.0311575 | val_loss: 0.0311661 | Time: 2608.26 ms
[2020-12-10 16:08:46 main:574] : INFO : Epoch 723 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 2557.51 ms
[2020-12-10 16:08:49 main:574] : INFO : Epoch 724 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 2592.52 ms
[2020-12-10 16:08:51 main:574] : INFO : Epoch 725 | loss: 0.0311556 | val_loss: 0.0311688 | Time: 2507.49 ms
[2020-12-10 16:08:54 main:574] : INFO : Epoch 726 | loss: 0.0311547 | val_loss: 0.0311686 | Time: 2619.08 ms
[2020-12-10 16:08:57 main:574] : INFO : Epoch 727 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 2527.01 ms
[2020-12-10 16:08:59 main:574] : INFO : Epoch 728 | loss: 0.0311544 | val_loss: 0.031168 | Time: 2501.67 ms
[2020-12-10 16:09:02 main:574] : INFO : Epoch 729 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 2485.76 ms
[2020-12-10 16:09:04 main:574] : INFO : Epoch 730 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 2575.66 ms
[2020-12-10 16:09:07 main:574] : INFO : Epoch 731 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 2566.9 ms
[2020-12-10 16:09:10 main:574] : INFO : Epoch 732 | loss: 0.0311556 | val_loss: 0.0311672 | Time: 2618.52 ms
[2020-12-10 16:09:12 main:574] : INFO : Epoch 733 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 2617.64 ms
[2020-12-10 16:09:15 main:574] : INFO : Epoch 734 | loss: 0.0311548 | val_loss: 0.0311675 | Time: 2500.12 ms
[2020-12-10 16:09:17 main:574] : INFO : Epoch 735 | loss: 0.0311544 | val_loss: 0.0311695 | Time: 2511.8 ms
[2020-12-10 16:09:20 main:574] : INFO : Epoch 736 | loss: 0.0311537 | val_loss: 0.0311688 | Time: 2488.08 ms
[2020-12-10 16:09:23 main:574] : INFO : Epoch 737 | loss: 0.0311533 | val_loss: 0.0311673 | Time: 2492.44 ms
[2020-12-10 16:09:25 main:574] : INFO : Epoch 738 | loss: 0.0311542 | val_loss: 0.0311697 | Time: 2572.65 ms
[2020-12-10 16:09:28 main:574] : INFO : Epoch 739 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 2497.52 ms
[2020-12-10 16:09:30 main:574] : INFO : Epoch 740 | loss: 0.0311557 | val_loss: 0.0311704 | Time: 2522.24 ms
[2020-12-10 16:09:33 main:574] : INFO : Epoch 741 | loss: 0.0311555 | val_loss: 0.0311671 | Time: 2517.62 ms
[2020-12-10 16:09:35 main:574] : INFO : Epoch 742 | loss: 0.0311563 | val_loss: 0.0311689 | Time: 2496.9 ms
[2020-12-10 16:09:38 main:574] : INFO : Epoch 743 | loss: 0.0311553 | val_loss: 0.0311696 | Time: 2552.87 ms
[2020-12-10 16:09:41 main:574] : INFO : Epoch 744 | loss: 0.0311563 | val_loss: 0.031176 | Time: 2583.45 ms
[2020-12-10 16:09:43 main:574] : INFO : Epoch 745 | loss: 0.0311564 | val_loss: 0.0311688 | Time: 2575.98 ms
[2020-12-10 16:09:46 main:574] : INFO : Epoch 746 | loss: 0.0311535 | val_loss: 0.0311687 | Time: 2583.32 ms
[2020-12-10 16:09:48 main:574] : INFO : Epoch 747 | loss: 0.0311534 | val_loss: 0.0311718 | Time: 2532.5 ms
[2020-12-10 16:09:51 main:574] : INFO : Epoch 748 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 2526.98 ms
[2020-12-10 16:09:54 main:574] : INFO : Epoch 749 | loss: 0.0311539 | val_loss: 0.031168 | Time: 2566.74 ms
[2020-12-10 16:09:56 main:574] : INFO : Epoch 750 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 2617.2 ms
[2020-12-10 16:09:59 main:574] : INFO : Epoch 751 | loss: 0.0311543 | val_loss: 0.0311709 | Time: 2553.01 ms
[2020-12-10 16:10:01 main:574] : INFO : Epoch 752 | loss: 0.031153 | val_loss: 0.0311684 | Time: 2599.96 ms
[2020-12-10 16:10:04 main:574] : INFO : Epoch 753 | loss: 0.0311528 | val_loss: 0.0311694 | Time: 2574.16 ms
[2020-12-10 16:10:07 main:574] : INFO : Epoch 754 | loss: 0.0311535 | val_loss: 0.0311681 | Time: 2583.83 ms
[2020-12-10 16:10:09 main:574] : INFO : Epoch 755 | loss: 0.031155 | val_loss: 0.0311685 | Time: 2555.9 ms
[2020-12-10 16:10:12 main:574] : INFO : Epoch 756 | loss: 0.0311548 | val_loss: 0.0311701 | Time: 2487.24 ms
[2020-12-10 16:10:14 main:574] : INFO : Epoch 757 | loss: 0.0311548 | val_loss: 0.0311673 | Time: 2521.83 ms
[2020-12-10 16:10:17 main:574] : INFO : Epoch 758 | loss: 0.0311533 | val_loss: 0.0311676 | Time: 2530.57 ms
[2020-12-10 16:10:19 main:574] : INFO : Epoch 759 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 2523.28 ms
[2020-12-10 16:10:22 main:574] : INFO : Epoch 760 | loss: 0.031154 | val_loss: 0.031169 | Time: 2495.01 ms
[2020-12-10 16:10:25 main:574] : INFO : Epoch 761 | loss: 0.0311522 | val_loss: 0.0311688 | Time: 2566.69 ms
[2020-12-10 16:10:27 main:574] : INFO : Epoch 762 | loss: 0.031152 | val_loss: 0.0311695 | Time: 2539.2 ms
[2020-12-10 16:10:30 main:574] : INFO : Epoch 763 | loss: 0.031152 | val_loss: 0.0311688 | Time: 2558.86 ms
[2020-12-10 16:10:32 main:574] : INFO : Epoch 764 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 2549.24 ms
[2020-12-10 16:10:35 main:574] : INFO : Epoch 765 | loss: 0.0311541 | val_loss: 0.0311682 | Time: 2457.91 ms
[2020-12-10 16:10:37 main:574] : INFO : Epoch 766 | loss: 0.0311527 | val_loss: 0.0311691 | Time: 2584.4 ms
[2020-12-10 16:10:40 main:574] : INFO : Epoch 767 | loss: 0.031153 | val_loss: 0.0311703 | Time: 2498.43 ms
[2020-12-10 16:10:43 main:574] : INFO : Epoch 768 | loss: 0.0311531 | val_loss: 0.031171 | Time: 2524.94 ms
[2020-12-10 16:10:45 main:574] : INFO : Epoch 769 | loss: 0.0311536 | val_loss: 0.0311733 | Time: 2502.97 ms
[2020-12-10 16:10:48 main:574] : INFO : Epoch 770 | loss: 0.0311566 | val_loss: 0.0311779 | Time: 2582.56 ms
[2020-12-10 16:10:50 main:574] : INFO : Epoch 771 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 2630.51 ms
[2020-12-10 16:10:53 main:574] : INFO : Epoch 772 | loss: 0.0311529 | val_loss: 0.0311693 | Time: 2498.88 ms
[2020-12-10 16:10:56 main:574] : INFO : Epoch 773 | loss: 0.0311522 | val_loss: 0.0311685 | Time: 2511.89 ms
[2020-12-10 16:10:58 main:574] : INFO : Epoch 774 | loss: 0.0311539 | val_loss: 0.031171 | Time: 2567.25 ms
[2020-12-10 16:11:01 main:574] : INFO : Epoch 775 | loss: 0.031153 | val_loss: 0.031171 | Time: 2571.31 ms
[2020-12-10 16:11:03 main:574] : INFO : Epoch 776 | loss: 0.0311525 | val_loss: 0.03117 | Time: 2556.36 ms
[2020-12-10 16:11:06 main:574] : INFO : Epoch 777 | loss: 0.0311531 | val_loss: 0.0311694 | Time: 2521.34 ms
[2020-12-10 16:11:08 main:574] : INFO : Epoch 778 | loss: 0.0311542 | val_loss: 0.0311696 | Time: 2510.8 ms
[2020-12-10 16:11:11 main:574] : INFO : Epoch 779 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 2557.91 ms
[2020-12-10 16:11:14 main:574] : INFO : Epoch 780 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 2502.46 ms
[2020-12-10 16:11:16 main:574] : INFO : Epoch 781 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 2505.97 ms
[2020-12-10 16:11:19 main:574] : INFO : Epoch 782 | loss: 0.0311557 | val_loss: 0.031172 | Time: 2556.08 ms
[2020-12-10 16:11:21 main:574] : INFO : Epoch 783 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 2658.91 ms
[2020-12-10 16:11:24 main:574] : INFO : Epoch 784 | loss: 0.0311567 | val_loss: 0.0311709 | Time: 2564.9 ms
[2020-12-10 16:11:27 main:574] : INFO : Epoch 785 | loss: 0.0311562 | val_loss: 0.0311696 | Time: 2525.6 ms
[2020-12-10 16:11:29 main:574] : INFO : Epoch 786 | loss: 0.0311549 | val_loss: 0.031167 | Time: 2552.21 ms
[2020-12-10 16:11:32 main:574] : INFO : Epoch 787 | loss: 0.0311568 | val_loss: 0.0311672 | Time: 2538.02 ms
[2020-12-10 16:11:34 main:574] : INFO : Epoch 788 | loss: 0.0311542 | val_loss: 0.0311668 | Time: 2568.92 ms
[2020-12-10 16:11:37 main:574] : INFO : Epoch 789 | loss: 0.0311532 | val_loss: 0.0311681 | Time: 2450.51 ms
[2020-12-10 16:11:39 main:574] : INFO : Epoch 790 | loss: 0.0311532 | val_loss: 0.0311703 | Time: 2524.05 ms
[2020-12-10 16:11:42 main:574] : INFO : Epoch 791 | loss: 0.0311531 | val_loss: 0.031172 | Time: 2604.94 ms
[2020-12-10 16:11:45 main:574] : INFO : Epoch 792 | loss: 0.031153 | val_loss: 0.0311697 | Time: 2484 ms
[2020-12-10 16:11:47 main:574] : INFO : Epoch 793 | loss: 0.0311551 | val_loss: 0.0311736 | Time: 2551.05 ms
[2020-12-10 16:11:50 main:574] : INFO : Epoch 794 | loss: 0.0311582 | val_loss: 0.0311698 | Time: 2567.14 ms
[2020-12-10 16:11:52 main:574] : INFO : Epoch 795 | loss: 0.0311567 | val_loss: 0.0311676 | Time: 2557.58 ms
[2020-12-10 16:11:55 main:574] : INFO : Epoch 796 | loss: 0.0311579 | val_loss: 0.0311682 | Time: 2547.01 ms
[2020-12-10 16:11:57 main:574] : INFO : Epoch 797 | loss: 0.0311568 | val_loss: 0.0311704 | Time: 2472.78 ms
[2020-12-10 16:12:00 main:574] : INFO : Epoch 798 | loss: 0.031158 | val_loss: 0.0311671 | Time: 2586.39 ms
[2020-12-10 16:12:03 main:574] : INFO : Epoch 799 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 2547.24 ms
[2020-12-10 16:12:05 main:574] : INFO : Epoch 800 | loss: 0.0311602 | val_loss: 0.0311661 | Time: 2560.08 ms
[2020-12-10 16:12:08 main:574] : INFO : Epoch 801 | loss: 0.0311597 | val_loss: 0.0311709 | Time: 2589.24 ms
[2020-12-10 16:12:10 main:574] : INFO : Epoch 802 | loss: 0.0311612 | val_loss: 0.03117 | Time: 2544.52 ms
[2020-12-10 16:12:13 main:574] : INFO : Epoch 803 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 2641.51 ms
[2020-12-10 16:12:16 main:574] : INFO : Epoch 804 | loss: 0.03116 | val_loss: 0.0311676 | Time: 2548.02 ms
[2020-12-10 16:12:18 main:574] : INFO : Epoch 805 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 2470.14 ms
[2020-12-10 16:12:21 main:574] : INFO : Epoch 806 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 2495.84 ms
[2020-12-10 16:12:23 main:574] : INFO : Epoch 807 | loss: 0.0311564 | val_loss: 0.0311736 | Time: 2507.01 ms
[2020-12-10 16:12:26 main:574] : INFO : Epoch 808 | loss: 0.031159 | val_loss: 0.0311713 | Time: 2497.98 ms
[2020-12-10 16:12:28 main:574] : INFO : Epoch 809 | loss: 0.0311574 | val_loss: 0.0311726 | Time: 2491.06 ms
[2020-12-10 16:12:31 main:574] : INFO : Epoch 810 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 2594.3 ms
[2020-12-10 16:12:34 main:574] : INFO : Epoch 811 | loss: 0.0311547 | val_loss: 0.0311692 | Time: 2532.78 ms
[2020-12-10 16:12:36 main:574] : INFO : Epoch 812 | loss: 0.031155 | val_loss: 0.031171 | Time: 2632.84 ms
[2020-12-10 16:12:39 main:574] : INFO : Epoch 813 | loss: 0.0311549 | val_loss: 0.0311739 | Time: 2561.52 ms
[2020-12-10 16:12:41 main:574] : INFO : Epoch 814 | loss: 0.0311662 | val_loss: 0.0311688 | Time: 2452.49 ms
[2020-12-10 16:12:44 main:574] : INFO : Epoch 815 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2482.26 ms
[2020-12-10 16:12:46 main:574] : INFO : Epoch 816 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 2473.93 ms
[2020-12-10 16:12:49 main:574] : INFO : Epoch 817 | loss: 0.0311613 | val_loss: 0.0311684 | Time: 2647.19 ms
[2020-12-10 16:12:52 main:574] : INFO : Epoch 818 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2489.06 ms
[2020-12-10 16:12:54 main:574] : INFO : Epoch 819 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 2527.78 ms
[2020-12-10 16:12:57 main:574] : INFO : Epoch 820 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 2543.41 ms
[2020-12-10 16:12:59 main:574] : INFO : Epoch 821 | loss: 0.0311556 | val_loss: 0.0311683 | Time: 2506.95 ms
[2020-12-10 16:13:02 main:574] : INFO : Epoch 822 | loss: 0.0311553 | val_loss: 0.031168 | Time: 2580.05 ms
[2020-12-10 16:13:04 main:574] : INFO : Epoch 823 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 2586.29 ms
[2020-12-10 16:13:07 main:574] : INFO : Epoch 824 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 2582.27 ms
[2020-12-10 16:13:10 main:574] : INFO : Epoch 825 | loss: 0.0311542 | val_loss: 0.0311672 | Time: 2523.89 ms
[2020-12-10 16:13:12 main:574] : INFO : Epoch 826 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 2500.36 ms
[2020-12-10 16:13:15 main:574] : INFO : Epoch 827 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2463.41 ms
[2020-12-10 16:13:17 main:574] : INFO : Epoch 828 | loss: 0.0311544 | val_loss: 0.031169 | Time: 2505.24 ms
[2020-12-10 16:13:20 main:574] : INFO : Epoch 829 | loss: 0.0311547 | val_loss: 0.0311688 | Time: 2519.88 ms
[2020-12-10 16:13:22 main:574] : INFO : Epoch 830 | loss: 0.0311556 | val_loss: 0.0311693 | Time: 2518.77 ms
[2020-12-10 16:13:25 main:574] : INFO : Epoch 831 | loss: 0.0311575 | val_loss: 0.0311656 | Time: 2568.01 ms
[2020-12-10 16:13:28 main:574] : INFO : Epoch 832 | loss: 0.0311558 | val_loss: 0.031169 | Time: 2566.21 ms
[2020-12-10 16:13:30 main:574] : INFO : Epoch 833 | loss: 0.0311559 | val_loss: 0.031166 | Time: 2548.49 ms
[2020-12-10 16:13:33 main:574] : INFO : Epoch 834 | loss: 0.0311555 | val_loss: 0.0311711 | Time: 2533.28 ms
[2020-12-10 16:13:35 main:574] : INFO : Epoch 835 | loss: 0.0311563 | val_loss: 0.0311684 | Time: 2535.51 ms
[2020-12-10 16:13:38 main:574] : INFO : Epoch 836 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 2529.18 ms
[2020-12-10 16:13:40 main:574] : INFO : Epoch 837 | loss: 0.03116 | val_loss: 0.0311666 | Time: 2509.54 ms
[2020-12-10 16:13:43 main:574] : INFO : Epoch 838 | loss: 0.0311553 | val_loss: 0.0311662 | Time: 2550.41 ms
[2020-12-10 16:13:46 main:574] : INFO : Epoch 839 | loss: 0.0311564 | val_loss: 0.0311652 | Time: 2591.56 ms
[2020-12-10 16:13:48 main:574] : INFO : Epoch 840 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 2570.63 ms
[2020-12-10 16:13:51 main:574] : INFO : Epoch 841 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2519.81 ms
[2020-12-10 16:13:53 main:574] : INFO : Epoch 842 | loss: 0.0311609 | val_loss: 0.0311675 | Time: 2552.57 ms
[2020-12-10 16:13:56 main:574] : INFO : Epoch 843 | loss: 0.0311619 | val_loss: 0.0311711 | Time: 2575.69 ms
[2020-12-10 16:13:58 main:574] : INFO : Epoch 844 | loss: 0.0311612 | val_loss: 0.0311702 | Time: 2481.72 ms
[2020-12-10 16:14:01 main:574] : INFO : Epoch 845 | loss: 0.0311594 | val_loss: 0.0311693 | Time: 2544.01 ms
[2020-12-10 16:14:04 main:574] : INFO : Epoch 846 | loss: 0.0311577 | val_loss: 0.0311672 | Time: 2540.2 ms
[2020-12-10 16:14:06 main:574] : INFO : Epoch 847 | loss: 0.0311564 | val_loss: 0.0311649 | Time: 2562.95 ms
[2020-12-10 16:14:09 main:574] : INFO : Epoch 848 | loss: 0.0311553 | val_loss: 0.0311654 | Time: 2566.55 ms
[2020-12-10 16:14:11 main:574] : INFO : Epoch 849 | loss: 0.0311552 | val_loss: 0.0311644 | Time: 2544.85 ms
[2020-12-10 16:14:14 main:574] : INFO : Epoch 850 | loss: 0.0311545 | val_loss: 0.031171 | Time: 2548.64 ms
[2020-12-10 16:14:17 main:574] : INFO : Epoch 851 | loss: 0.0311567 | val_loss: 0.0311681 | Time: 2622.4 ms
[2020-12-10 16:14:19 main:574] : INFO : Epoch 852 | loss: 0.0311556 | val_loss: 0.0311664 | Time: 2524 ms
[2020-12-10 16:14:22 main:574] : INFO : Epoch 853 | loss: 0.0311549 | val_loss: 0.0311656 | Time: 2532.23 ms
[2020-12-10 16:14:24 main:574] : INFO : Epoch 854 | loss: 0.0311559 | val_loss: 0.0311659 | Time: 2575.16 ms
[2020-12-10 16:14:27 main:574] : INFO : Epoch 855 | loss: 0.0311561 | val_loss: 0.0311739 | Time: 2550.68 ms
[2020-12-10 16:14:30 main:574] : INFO : Epoch 856 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 2511.66 ms
[2020-12-10 16:14:32 main:574] : INFO : Epoch 857 | loss: 0.0311598 | val_loss: 0.0311696 | Time: 2463.83 ms
[2020-12-10 16:14:35 main:574] : INFO : Epoch 858 | loss: 0.0311566 | val_loss: 0.031167 | Time: 2566.62 ms
[2020-12-10 16:14:37 main:574] : INFO : Epoch 859 | loss: 0.0311567 | val_loss: 0.0311691 | Time: 2555.14 ms
[2020-12-10 16:14:40 main:574] : INFO : Epoch 860 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 2565.75 ms
[2020-12-10 16:14:42 main:574] : INFO : Epoch 861 | loss: 0.0311549 | val_loss: 0.031169 | Time: 2571.14 ms
[2020-12-10 16:14:45 main:574] : INFO : Epoch 862 | loss: 0.0311536 | val_loss: 0.0311707 | Time: 2585.05 ms
[2020-12-10 16:14:48 main:574] : INFO : Epoch 863 | loss: 0.0311531 | val_loss: 0.031167 | Time: 2520.71 ms
[2020-12-10 16:14:50 main:574] : INFO : Epoch 864 | loss: 0.0311558 | val_loss: 0.0311735 | Time: 2539.27 ms
[2020-12-10 16:14:53 main:574] : INFO : Epoch 865 | loss: 0.0311548 | val_loss: 0.031169 | Time: 2539.7 ms
[2020-12-10 16:14:55 main:574] : INFO : Epoch 866 | loss: 0.0311529 | val_loss: 0.031168 | Time: 2530.89 ms
[2020-12-10 16:14:58 main:574] : INFO : Epoch 867 | loss: 0.0311532 | val_loss: 0.031168 | Time: 2580.85 ms
[2020-12-10 16:15:01 main:574] : INFO : Epoch 868 | loss: 0.0311531 | val_loss: 0.0311669 | Time: 2511.93 ms
[2020-12-10 16:15:03 main:574] : INFO : Epoch 869 | loss: 0.0311529 | val_loss: 0.0311684 | Time: 2541.01 ms
[2020-12-10 16:15:06 main:574] : INFO : Epoch 870 | loss: 0.0311526 | val_loss: 0.0311679 | Time: 2542.6 ms
[2020-12-10 16:15:08 main:574] : INFO : Epoch 871 | loss: 0.0311528 | val_loss: 0.0311673 | Time: 2526.01 ms
[2020-12-10 16:15:11 main:574] : INFO : Epoch 872 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 2591.57 ms
[2020-12-10 16:15:13 main:574] : INFO : Epoch 873 | loss: 0.0311523 | val_loss: 0.0311677 | Time: 2563.79 ms
[2020-12-10 16:15:16 main:574] : INFO : Epoch 874 | loss: 0.0311558 | val_loss: 0.0311679 | Time: 2459.42 ms
[2020-12-10 16:15:18 main:574] : INFO : Epoch 875 | loss: 0.0311532 | val_loss: 0.0311679 | Time: 2510.95 ms
[2020-12-10 16:15:21 main:574] : INFO : Epoch 876 | loss: 0.0311521 | val_loss: 0.0311667 | Time: 2502.01 ms
[2020-12-10 16:15:24 main:574] : INFO : Epoch 877 | loss: 0.0311539 | val_loss: 0.0311675 | Time: 2503.32 ms
[2020-12-10 16:15:26 main:574] : INFO : Epoch 878 | loss: 0.0311548 | val_loss: 0.0311683 | Time: 2575.28 ms
[2020-12-10 16:15:29 main:574] : INFO : Epoch 879 | loss: 0.0311522 | val_loss: 0.0311665 | Time: 2589.79 ms
[2020-12-10 16:15:31 main:574] : INFO : Epoch 880 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 2522.59 ms
[2020-12-10 16:15:34 main:574] : INFO : Epoch 881 | loss: 0.0311524 | val_loss: 0.0311668 | Time: 2538.89 ms
[2020-12-10 16:15:37 main:574] : INFO : Epoch 882 | loss: 0.0311525 | val_loss: 0.0311666 | Time: 2582.96 ms
[2020-12-10 16:15:39 main:574] : INFO : Epoch 883 | loss: 0.0311531 | val_loss: 0.0311737 | Time: 2478.41 ms
[2020-12-10 16:15:42 main:574] : INFO : Epoch 884 | loss: 0.0311541 | val_loss: 0.0311678 | Time: 2516.91 ms
[2020-12-10 16:15:44 main:574] : INFO : Epoch 885 | loss: 0.0311519 | val_loss: 0.031168 | Time: 2585.11 ms
[2020-12-10 16:15:47 main:574] : INFO : Epoch 886 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 2500.53 ms
[2020-12-10 16:15:49 main:574] : INFO : Epoch 887 | loss: 0.0311532 | val_loss: 0.0311666 | Time: 2629.9 ms
[2020-12-10 16:15:52 main:574] : INFO : Epoch 888 | loss: 0.0311546 | val_loss: 0.0311687 | Time: 2572.35 ms
[2020-12-10 16:15:55 main:574] : INFO : Epoch 889 | loss: 0.0311568 | val_loss: 0.0311676 | Time: 2543.48 ms
[2020-12-10 16:15:57 main:574] : INFO : Epoch 890 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 2523.43 ms
[2020-12-10 16:16:00 main:574] : INFO : Epoch 891 | loss: 0.0311546 | val_loss: 0.0311677 | Time: 2635.28 ms
[2020-12-10 16:16:02 main:574] : INFO : Epoch 892 | loss: 0.0311533 | val_loss: 0.0311742 | Time: 2559 ms
[2020-12-10 16:16:05 main:574] : INFO : Epoch 893 | loss: 0.0311553 | val_loss: 0.0311653 | Time: 2585.99 ms
[2020-12-10 16:16:08 main:574] : INFO : Epoch 894 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 2560.79 ms
[2020-12-10 16:16:10 main:574] : INFO : Epoch 895 | loss: 0.0311535 | val_loss: 0.031169 | Time: 2599.45 ms
[2020-12-10 16:16:13 main:574] : INFO : Epoch 896 | loss: 0.0311528 | val_loss: 0.0311681 | Time: 2535.68 ms
[2020-12-10 16:16:15 main:574] : INFO : Epoch 897 | loss: 0.0311529 | val_loss: 0.0311677 | Time: 2492.21 ms
[2020-12-10 16:16:18 main:574] : INFO : Epoch 898 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 2503.29 ms
[2020-12-10 16:16:21 main:574] : INFO : Epoch 899 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 2571.12 ms
[2020-12-10 16:16:23 main:574] : INFO : Epoch 900 | loss: 0.0311647 | val_loss: 0.03117 | Time: 2501.99 ms
[2020-12-10 16:16:26 main:574] : INFO : Epoch 901 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 2490.35 ms
[2020-12-10 16:16:28 main:574] : INFO : Epoch 902 | loss: 0.0311619 | val_loss: 0.0311679 | Time: 2591.94 ms
[2020-12-10 16:16:31 main:574] : INFO : Epoch 903 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 2532.7 ms
[2020-12-10 16:16:33 main:574] : INFO : Epoch 904 | loss: 0.0311604 | val_loss: 0.0311712 | Time: 2575.16 ms
[2020-12-10 16:16:36 main:574] : INFO : Epoch 905 | loss: 0.031162 | val_loss: 0.0311718 | Time: 2563.43 ms
[2020-12-10 16:16:39 main:574] : INFO : Epoch 906 | loss: 0.0311621 | val_loss: 0.0311693 | Time: 2509.25 ms
[2020-12-10 16:16:41 main:574] : INFO : Epoch 907 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 2554.66 ms
[2020-12-10 16:16:44 main:574] : INFO : Epoch 908 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 2497.29 ms
[2020-12-10 16:16:46 main:574] : INFO : Epoch 909 | loss: 0.031161 | val_loss: 0.0311687 | Time: 2536.77 ms
[2020-12-10 16:16:49 main:574] : INFO : Epoch 910 | loss: 0.0311608 | val_loss: 0.0311695 | Time: 2642.33 ms
[2020-12-10 16:16:52 main:574] : INFO : Epoch 911 | loss: 0.0311601 | val_loss: 0.0311711 | Time: 2530.7 ms
[2020-12-10 16:16:54 main:574] : INFO : Epoch 912 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 2522.05 ms
[2020-12-10 16:16:57 main:574] : INFO : Epoch 913 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 2514.1 ms
[2020-12-10 16:16:59 main:574] : INFO : Epoch 914 | loss: 0.0311617 | val_loss: 0.0311712 | Time: 2564.93 ms
[2020-12-10 16:17:02 main:574] : INFO : Epoch 915 | loss: 0.03116 | val_loss: 0.0311697 | Time: 2525.74 ms
[2020-12-10 16:17:04 main:574] : INFO : Epoch 916 | loss: 0.0311591 | val_loss: 0.0311706 | Time: 2578.24 ms
[2020-12-10 16:17:07 main:574] : INFO : Epoch 917 | loss: 0.0311586 | val_loss: 0.0311712 | Time: 2452.75 ms
[2020-12-10 16:17:09 main:574] : INFO : Epoch 918 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 2483.66 ms
[2020-12-10 16:17:12 main:574] : INFO : Epoch 919 | loss: 0.0311585 | val_loss: 0.031169 | Time: 2572.8 ms
[2020-12-10 16:17:15 main:574] : INFO : Epoch 920 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 2574.64 ms
[2020-12-10 16:17:17 main:574] : INFO : Epoch 921 | loss: 0.0311605 | val_loss: 0.0311696 | Time: 2531.9 ms
[2020-12-10 16:17:20 main:574] : INFO : Epoch 922 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 2558.18 ms
[2020-12-10 16:17:22 main:574] : INFO : Epoch 923 | loss: 0.0311601 | val_loss: 0.0311696 | Time: 2601.26 ms
[2020-12-10 16:17:25 main:574] : INFO : Epoch 924 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 2571.58 ms
[2020-12-10 16:17:28 main:574] : INFO : Epoch 925 | loss: 0.031159 | val_loss: 0.0311728 | Time: 2575.49 ms
[2020-12-10 16:17:30 main:574] : INFO : Epoch 926 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 2581.42 ms
[2020-12-10 16:17:33 main:574] : INFO : Epoch 927 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 2534.02 ms
[2020-12-10 16:17:35 main:574] : INFO : Epoch 928 | loss: 0.0311613 | val_loss: 0.0311705 | Time: 2502.63 ms
[2020-12-10 16:17:38 main:574] : INFO : Epoch 929 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 2609.11 ms
[2020-12-10 16:17:41 main:574] : INFO : Epoch 930 | loss: 0.0311613 | val_loss: 0.0311714 | Time: 2669.44 ms
[2020-12-10 16:17:43 main:574] : INFO : Epoch 931 | loss: 0.031162 | val_loss: 0.0311711 | Time: 2516.88 ms
[2020-12-10 16:17:46 main:574] : INFO : Epoch 932 | loss: 0.0311595 | val_loss: 0.0311712 | Time: 2517.64 ms
[2020-12-10 16:17:48 main:574] : INFO : Epoch 933 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 2531.28 ms
[2020-12-10 16:17:51 main:574] : INFO : Epoch 934 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 2540.99 ms
[2020-12-10 16:17:53 main:574] : INFO : Epoch 935 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 2494.92 ms
[2020-12-10 16:17:56 main:574] : INFO : Epoch 936 | loss: 0.0311577 | val_loss: 0.0311691 | Time: 2580.29 ms
[2020-12-10 16:17:59 main:574] : INFO : Epoch 937 | loss: 0.0311584 | val_loss: 0.0311703 | Time: 2568.07 ms
[2020-12-10 16:18:01 main:574] : INFO : Epoch 938 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 2654.04 ms
[2020-12-10 16:18:04 main:574] : INFO : Epoch 939 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 2642.15 ms
[2020-12-10 16:18:07 main:574] : INFO : Epoch 940 | loss: 0.0311602 | val_loss: 0.0311699 | Time: 2521.64 ms
[2020-12-10 16:18:09 main:574] : INFO : Epoch 941 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2613.15 ms
[2020-12-10 16:18:12 main:574] : INFO : Epoch 942 | loss: 0.0311583 | val_loss: 0.03117 | Time: 2540.31 ms
[2020-12-10 16:18:15 main:574] : INFO : Epoch 943 | loss: 0.0311586 | val_loss: 0.0311697 | Time: 2677.11 ms
[2020-12-10 16:18:17 main:574] : INFO : Epoch 944 | loss: 0.0311578 | val_loss: 0.0311718 | Time: 2566.42 ms
[2020-12-10 16:18:20 main:574] : INFO : Epoch 945 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2629.26 ms
[2020-12-10 16:18:22 main:574] : INFO : Epoch 946 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2526.93 ms
[2020-12-10 16:18:25 main:574] : INFO : Epoch 947 | loss: 0.0311594 | val_loss: 0.0311722 | Time: 2515.76 ms
[2020-12-10 16:18:27 main:574] : INFO : Epoch 948 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 2490.47 ms
[2020-12-10 16:18:30 main:574] : INFO : Epoch 949 | loss: 0.0311635 | val_loss: 0.0311711 | Time: 2455.28 ms
[2020-12-10 16:18:33 main:574] : INFO : Epoch 950 | loss: 0.0311601 | val_loss: 0.0311691 | Time: 2503.61 ms
[2020-12-10 16:18:35 main:574] : INFO : Epoch 951 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 2514.48 ms
[2020-12-10 16:18:38 main:574] : INFO : Epoch 952 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 2521.13 ms
[2020-12-10 16:18:40 main:574] : INFO : Epoch 953 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 2623.47 ms
[2020-12-10 16:18:43 main:574] : INFO : Epoch 954 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 2528.63 ms
[2020-12-10 16:18:45 main:574] : INFO : Epoch 955 | loss: 0.0311579 | val_loss: 0.0311708 | Time: 2588.8 ms
[2020-12-10 16:18:48 main:574] : INFO : Epoch 956 | loss: 0.031157 | val_loss: 0.0311723 | Time: 2528.4 ms
[2020-12-10 16:18:51 main:574] : INFO : Epoch 957 | loss: 0.031158 | val_loss: 0.0311714 | Time: 2564.78 ms
[2020-12-10 16:18:53 main:574] : INFO : Epoch 958 | loss: 0.0311581 | val_loss: 0.0311743 | Time: 2583.64 ms
[2020-12-10 16:18:56 main:574] : INFO : Epoch 959 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 2530.23 ms
[2020-12-10 16:18:58 main:574] : INFO : Epoch 960 | loss: 0.03116 | val_loss: 0.0311735 | Time: 2500.77 ms
[2020-12-10 16:19:01 main:574] : INFO : Epoch 961 | loss: 0.0311578 | val_loss: 0.0311717 | Time: 2664.02 ms
[2020-12-10 16:19:04 main:574] : INFO : Epoch 962 | loss: 0.0311589 | val_loss: 0.0311705 | Time: 2538.92 ms
[2020-12-10 16:19:06 main:574] : INFO : Epoch 963 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 2560.14 ms
[2020-12-10 16:19:09 main:574] : INFO : Epoch 964 | loss: 0.031158 | val_loss: 0.0311685 | Time: 2563.93 ms
[2020-12-10 16:19:11 main:574] : INFO : Epoch 965 | loss: 0.0311587 | val_loss: 0.0311689 | Time: 2546.46 ms
[2020-12-10 16:19:14 main:574] : INFO : Epoch 966 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 2534.09 ms
[2020-12-10 16:19:17 main:574] : INFO : Epoch 967 | loss: 0.0311573 | val_loss: 0.0311714 | Time: 2523.12 ms
[2020-12-10 16:19:19 main:574] : INFO : Epoch 968 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 2552.41 ms
[2020-12-10 16:19:22 main:574] : INFO : Epoch 969 | loss: 0.0311579 | val_loss: 0.031172 | Time: 2534.41 ms
[2020-12-10 16:19:24 main:574] : INFO : Epoch 970 | loss: 0.0311593 | val_loss: 0.0311739 | Time: 2551.34 ms
[2020-12-10 16:19:27 main:574] : INFO : Epoch 971 | loss: 0.0311582 | val_loss: 0.0311711 | Time: 2511.8 ms
[2020-12-10 16:19:29 main:574] : INFO : Epoch 972 | loss: 0.031157 | val_loss: 0.03117 | Time: 2564.58 ms
[2020-12-10 16:19:32 main:574] : INFO : Epoch 973 | loss: 0.0311564 | val_loss: 0.031169 | Time: 2524.12 ms
[2020-12-10 16:19:35 main:574] : INFO : Epoch 974 | loss: 0.0311558 | val_loss: 0.0311692 | Time: 2502.19 ms
[2020-12-10 16:19:37 main:574] : INFO : Epoch 975 | loss: 0.0311585 | val_loss: 0.0311714 | Time: 2517.38 ms
[2020-12-10 16:19:40 main:574] : INFO : Epoch 976 | loss: 0.03116 | val_loss: 0.0311724 | Time: 2527.27 ms
[2020-12-10 16:19:42 main:574] : INFO : Epoch 977 | loss: 0.0311601 | val_loss: 0.0311709 | Time: 2523.87 ms
[2020-12-10 16:19:45 main:574] : INFO : Epoch 978 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 2606.39 ms
[2020-12-10 16:19:47 main:574] : INFO : Epoch 979 | loss: 0.0311587 | val_loss: 0.031172 | Time: 2519.14 ms
[2020-12-10 16:19:50 main:574] : INFO : Epoch 980 | loss: 0.0311577 | val_loss: 0.0311746 | Time: 2512.68 ms
[2020-12-10 16:19:53 main:574] : INFO : Epoch 981 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 2565.9 ms
[2020-12-10 16:19:55 main:574] : INFO : Epoch 982 | loss: 0.0311571 | val_loss: 0.0311712 | Time: 2579.03 ms
[2020-12-10 16:19:58 main:574] : INFO : Epoch 983 | loss: 0.0311576 | val_loss: 0.0311728 | Time: 2558.14 ms
[2020-12-10 16:20:00 main:574] : INFO : Epoch 984 | loss: 0.0311577 | val_loss: 0.0311729 | Time: 2584.86 ms
[2020-12-10 16:20:03 main:574] : INFO : Epoch 985 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 2526.79 ms
[2020-12-10 16:20:06 main:574] : INFO : Epoch 986 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 2510.37 ms
[2020-12-10 16:20:08 main:574] : INFO : Epoch 987 | loss: 0.0311582 | val_loss: 0.0311715 | Time: 2548.72 ms
[2020-12-10 16:20:11 main:574] : INFO : Epoch 988 | loss: 0.0311578 | val_loss: 0.0311751 | Time: 2566.35 ms
[2020-12-10 16:20:13 main:574] : INFO : Epoch 989 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 2525.47 ms
[2020-12-10 16:20:16 main:574] : INFO : Epoch 990 | loss: 0.0311566 | val_loss: 0.03117 | Time: 2577.23 ms
[2020-12-10 16:20:18 main:574] : INFO : Epoch 991 | loss: 0.0311576 | val_loss: 0.031172 | Time: 2525.98 ms
[2020-12-10 16:20:21 main:574] : INFO : Epoch 992 | loss: 0.0311599 | val_loss: 0.031172 | Time: 2609.03 ms
[2020-12-10 16:20:24 main:574] : INFO : Epoch 993 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 2569.54 ms
[2020-12-10 16:20:26 main:574] : INFO : Epoch 994 | loss: 0.031162 | val_loss: 0.0311689 | Time: 2547.07 ms
[2020-12-10 16:20:29 main:574] : INFO : Epoch 995 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 2573.17 ms
[2020-12-10 16:20:32 main:574] : INFO : Epoch 996 | loss: 0.0311635 | val_loss: 0.0311728 | Time: 2609 ms
[2020-12-10 16:20:34 main:574] : INFO : Epoch 997 | loss: 0.0311638 | val_loss: 0.0311664 | Time: 2574.37 ms
[2020-12-10 16:20:37 main:574] : INFO : Epoch 998 | loss: 0.0311636 | val_loss: 0.0311693 | Time: 2486.3 ms
[2020-12-10 16:20:39 main:574] : INFO : Epoch 999 | loss: 0.0311634 | val_loss: 0.0311694 | Time: 2532.57 ms
[2020-12-10 16:20:42 main:574] : INFO : Epoch 1000 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 2621.17 ms
[2020-12-10 16:20:45 main:574] : INFO : Epoch 1001 | loss: 0.031163 | val_loss: 0.0311726 | Time: 2602.52 ms
[2020-12-10 16:20:47 main:574] : INFO : Epoch 1002 | loss: 0.031164 | val_loss: 0.0311722 | Time: 2541.73 ms
[2020-12-10 16:20:50 main:574] : INFO : Epoch 1003 | loss: 0.0311623 | val_loss: 0.0311723 | Time: 2603.82 ms
[2020-12-10 16:20:52 main:574] : INFO : Epoch 1004 | loss: 0.0311623 | val_loss: 0.0311723 | Time: 2548.32 ms
[2020-12-10 16:20:55 main:574] : INFO : Epoch 1005 | loss: 0.0311625 | val_loss: 0.03117 | Time: 2541.59 ms
[2020-12-10 16:20:58 main:574] : INFO : Epoch 1006 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 2553.04 ms
[2020-12-10 16:21:00 main:574] : INFO : Epoch 1007 | loss: 0.0311614 | val_loss: 0.0311711 | Time: 2613.81 ms
[2020-12-10 16:21:03 main:574] : INFO : Epoch 1008 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2488.32 ms
[2020-12-10 16:21:05 main:574] : INFO : Epoch 1009 | loss: 0.0311608 | val_loss: 0.0311704 | Time: 2466.23 ms
[2020-12-10 16:21:08 main:574] : INFO : Epoch 1010 | loss: 0.03116 | val_loss: 0.0311714 | Time: 2542.75 ms
[2020-12-10 16:21:10 main:574] : INFO : Epoch 1011 | loss: 0.0311604 | val_loss: 0.031171 | Time: 2553.34 ms
[2020-12-10 16:21:13 main:574] : INFO : Epoch 1012 | loss: 0.0311592 | val_loss: 0.0311711 | Time: 2522.58 ms
[2020-12-10 16:21:16 main:574] : INFO : Epoch 1013 | loss: 0.0311597 | val_loss: 0.0311718 | Time: 2591.08 ms
[2020-12-10 16:21:18 main:574] : INFO : Epoch 1014 | loss: 0.0311603 | val_loss: 0.0311718 | Time: 2551.07 ms
[2020-12-10 16:21:21 main:574] : INFO : Epoch 1015 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 2604.5 ms
[2020-12-10 16:21:23 main:574] : INFO : Epoch 1016 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2562.15 ms
[2020-12-10 16:21:26 main:574] : INFO : Epoch 1017 | loss: 0.031158 | val_loss: 0.0311706 | Time: 2630.49 ms
[2020-12-10 16:21:29 main:574] : INFO : Epoch 1018 | loss: 0.031161 | val_loss: 0.0311704 | Time: 2569.15 ms
[2020-12-10 16:21:31 main:574] : INFO : Epoch 1019 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 2567.29 ms
[2020-12-10 16:21:34 main:574] : INFO : Epoch 1020 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 2581.28 ms
[2020-12-10 16:21:37 main:574] : INFO : Epoch 1021 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 2592.48 ms
[2020-12-10 16:21:39 main:574] : INFO : Epoch 1022 | loss: 0.0311586 | val_loss: 0.0311716 | Time: 2566.59 ms
[2020-12-10 16:21:42 main:574] : INFO : Epoch 1023 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 2552.46 ms
[2020-12-10 16:21:44 main:574] : INFO : Epoch 1024 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 2507.56 ms
[2020-12-10 16:21:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311697
[2020-12-10 16:21:44 main:603] : INFO : Saving end state to config to file
[2020-12-10 16:21:44 main:608] : INFO : Success, exiting..
16:21:44 (12296): 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)