Task 3169615
| Name | EightBitModified-1606530063-20378-2_0 |
| Workunit | 1467420 |
| Created | 3 Dec 2020, 19:31:33 UTC |
| Sent | 5 Dec 2020, 10:03:52 UTC |
| Report deadline | 12 Dec 2020, 10:03:52 UTC |
| Received | 9 Dec 2020, 11:31:43 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 574 |
| Run time | 46 min 29 sec |
| CPU time | 45 min 6 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 530 | loss: 0.000120436 | val_loss: 0.000141707 | Time: 2565.25 ms
[2020-12-09 12:09:07 main:574] : INFO : Epoch 531 | loss: 0.000160228 | val_loss: 0.000148284 | Time: 2695.38 ms
[2020-12-09 12:09:09 main:574] : INFO : Epoch 532 | loss: 0.000130411 | val_loss: 0.000132448 | Time: 2541.96 ms
[2020-12-09 12:09:12 main:574] : INFO : Epoch 533 | loss: 0.000118659 | val_loss: 0.000144058 | Time: 2622.65 ms
[2020-12-09 12:09:14 main:574] : INFO : Epoch 534 | loss: 0.000180331 | val_loss: 0.000163995 | Time: 2629.33 ms
[2020-12-09 12:09:17 main:574] : INFO : Epoch 535 | loss: 0.000135255 | val_loss: 0.000135051 | Time: 2688.69 ms
[2020-12-09 12:09:20 main:574] : INFO : Epoch 536 | loss: 0.000118761 | val_loss: 0.000133147 | Time: 2695.61 ms
[2020-12-09 12:09:23 main:574] : INFO : Epoch 537 | loss: 0.000148239 | val_loss: 0.000313457 | Time: 2695.16 ms
[2020-12-09 12:09:25 main:574] : INFO : Epoch 538 | loss: 0.000198051 | val_loss: 0.000191581 | Time: 2726.39 ms
[2020-12-09 12:09:28 main:574] : INFO : Epoch 539 | loss: 0.000147066 | val_loss: 0.000148514 | Time: 2626.53 ms
[2020-12-09 12:09:31 main:574] : INFO : Epoch 540 | loss: 0.000120061 | val_loss: 0.000137146 | Time: 2619.59 ms
[2020-12-09 12:09:33 main:574] : INFO : Epoch 541 | loss: 0.000119849 | val_loss: 0.000146704 | Time: 2622 ms
[2020-12-09 12:09:36 main:574] : INFO : Epoch 542 | loss: 0.000193374 | val_loss: 0.000241436 | Time: 2637.55 ms
[2020-12-09 12:09:39 main:574] : INFO : Epoch 543 | loss: 0.000166187 | val_loss: 0.00015298 | Time: 2593.53 ms
[2020-12-09 12:09:41 main:574] : INFO : Epoch 544 | loss: 0.000124812 | val_loss: 0.000136265 | Time: 2681.53 ms
[2020-12-09 12:09:44 main:574] : INFO : Epoch 545 | loss: 0.000117817 | val_loss: 0.000149285 | Time: 2668.28 ms
[2020-12-09 12:09:47 main:574] : INFO : Epoch 546 | loss: 0.000185976 | val_loss: 0.000176853 | Time: 2745.56 ms
[2020-12-09 12:09:50 main:574] : INFO : Epoch 547 | loss: 0.000140063 | val_loss: 0.00014253 | Time: 2603.02 ms
[2020-12-09 12:09:52 main:574] : INFO : Epoch 548 | loss: 0.000117876 | val_loss: 0.00013598 | Time: 2628.38 ms
[2020-12-09 12:09:55 main:574] : INFO : Epoch 549 | loss: 0.000125606 | val_loss: 0.000139835 | Time: 2609.45 ms
[2020-12-09 12:09:58 main:574] : INFO : Epoch 550 | loss: 0.000132857 | val_loss: 0.000241981 | Time: 2700.67 ms
[2020-12-09 12:10:00 main:574] : INFO : Epoch 551 | loss: 0.000212987 | val_loss: 0.000212276 | Time: 2736.96 ms
[2020-12-09 12:10:03 main:574] : INFO : Epoch 552 | loss: 0.000157192 | val_loss: 0.000141226 | Time: 2643.57 ms
[2020-12-09 12:10:06 main:574] : INFO : Epoch 553 | loss: 0.000119751 | val_loss: 0.000135969 | Time: 2676.01 ms
[2020-12-09 12:10:08 main:574] : INFO : Epoch 554 | loss: 0.000125994 | val_loss: 0.000162651 | Time: 2604.99 ms
[2020-12-09 12:10:11 main:574] : INFO : Epoch 555 | loss: 0.000178245 | val_loss: 0.000152558 | Time: 2661.95 ms
[2020-12-09 12:10:14 main:574] : INFO : Epoch 556 | loss: 0.000136686 | val_loss: 0.000159971 | Time: 2657.29 ms
[2020-12-09 12:10:17 main:574] : INFO : Epoch 557 | loss: 0.00013056 | val_loss: 0.000141589 | Time: 2677.57 ms
[2020-12-09 12:10:19 main:574] : INFO : Epoch 558 | loss: 0.00013165 | val_loss: 0.000151805 | Time: 2683.51 ms
[2020-12-09 12:10:22 main:574] : INFO : Epoch 559 | loss: 0.000126887 | val_loss: 0.00013703 | Time: 2572.35 ms
[2020-12-09 12:10:25 main:574] : INFO : Epoch 560 | loss: 0.000138015 | val_loss: 0.000206488 | Time: 2598.94 ms
[2020-12-09 12:10:27 main:574] : INFO : Epoch 561 | loss: 0.000158428 | val_loss: 0.000142466 | Time: 2706.81 ms
[2020-12-09 12:10:30 main:574] : INFO : Epoch 562 | loss: 0.0001228 | val_loss: 0.000142829 | Time: 2632.52 ms
[2020-12-09 12:10:33 main:574] : INFO : Epoch 563 | loss: 0.000152847 | val_loss: 0.000166523 | Time: 2652.99 ms
[2020-12-09 12:10:35 main:574] : INFO : Epoch 564 | loss: 0.00018813 | val_loss: 0.00015339 | Time: 2607.69 ms
[2020-12-09 12:10:38 main:574] : INFO : Epoch 565 | loss: 0.000127575 | val_loss: 0.000133749 | Time: 2800.05 ms
[2020-12-09 12:10:41 main:574] : INFO : Epoch 566 | loss: 0.000122178 | val_loss: 0.000164442 | Time: 2655.09 ms
[2020-12-09 12:10:43 main:574] : INFO : Epoch 567 | loss: 0.000171562 | val_loss: 0.000163167 | Time: 2600.95 ms
[2020-12-09 12:10:46 main:574] : INFO : Epoch 568 | loss: 0.000136326 | val_loss: 0.00014041 | Time: 2695.71 ms
[2020-12-09 12:10:49 main:574] : INFO : Epoch 569 | loss: 0.000121053 | val_loss: 0.000129767 | Time: 2700.14 ms
[2020-12-09 12:10:52 main:574] : INFO : Epoch 570 | loss: 0.000149485 | val_loss: 0.000353621 | Time: 2748.51 ms
[2020-12-09 12:10:54 main:574] : INFO : Epoch 571 | loss: 0.000238127 | val_loss: 0.000221333 | Time: 2630.6 ms
[2020-12-09 12:10:57 main:574] : INFO : Epoch 572 | loss: 0.000150513 | val_loss: 0.000143626 | Time: 2696.79 ms
[2020-12-09 12:11:00 main:574] : INFO : Epoch 573 | loss: 0.000118314 | val_loss: 0.000129899 | Time: 2615.18 ms
[2020-12-09 12:11:02 main:574] : INFO : Epoch 574 | loss: 0.000112143 | val_loss: 0.000131008 | Time: 2563.47 ms
[2020-12-09 12:11:05 main:574] : INFO : Epoch 575 | loss: 0.000176452 | val_loss: 0.000167201 | Time: 2672.57 ms
[2020-12-09 12:11:08 main:574] : INFO : Epoch 576 | loss: 0.000147984 | val_loss: 0.000139803 | Time: 2723.06 ms
[2020-12-09 12:11:11 main:574] : INFO : Epoch 577 | loss: 0.000118649 | val_loss: 0.00012967 | Time: 2700.35 ms
[2020-12-09 12:11:13 main:574] : INFO : Epoch 578 | loss: 0.000119023 | val_loss: 0.000174931 | Time: 2660.09 ms
[2020-12-09 12:11:16 main:574] : INFO : Epoch 579 | loss: 0.00021735 | val_loss: 0.000158733 | Time: 2644.1 ms
[2020-12-09 12:11:19 main:574] : INFO : Epoch 580 | loss: 0.000132806 | val_loss: 0.000139203 | Time: 2633.92 ms
[2020-12-09 12:11:21 main:574] : INFO : Epoch 581 | loss: 0.000122916 | val_loss: 0.000157651 | Time: 2675.73 ms
[2020-12-09 12:11:24 main:574] : INFO : Epoch 582 | loss: 0.000156478 | val_loss: 0.000149163 | Time: 2755.58 ms
[2020-12-09 12:11:27 main:574] : INFO : Epoch 583 | loss: 0.000121907 | val_loss: 0.00013385 | Time: 2536.41 ms
[2020-12-09 12:11:29 main:574] : INFO : Epoch 584 | loss: 0.00011472 | val_loss: 0.000131483 | Time: 2698.65 ms
[2020-12-09 12:11:32 main:574] : INFO : Epoch 585 | loss: 0.000121238 | val_loss: 0.00018634 | Time: 2740.39 ms
[2020-12-09 12:11:35 main:574] : INFO : Epoch 586 | loss: 0.000257878 | val_loss: 0.000233169 | Time: 2552.27 ms
[2020-12-09 12:11:38 main:574] : INFO : Epoch 587 | loss: 0.000180981 | val_loss: 0.000143879 | Time: 2660.54 ms
[2020-12-09 12:11:40 main:574] : INFO : Epoch 588 | loss: 0.000124396 | val_loss: 0.000130801 | Time: 2649.43 ms
[2020-12-09 12:11:43 main:574] : INFO : Epoch 589 | loss: 0.000113542 | val_loss: 0.000132317 | Time: 2721.29 ms
[2020-12-09 12:11:46 main:574] : INFO : Epoch 590 | loss: 0.000176999 | val_loss: 0.000175946 | Time: 2632.65 ms
[2020-12-09 12:11:48 main:574] : INFO : Epoch 591 | loss: 0.00014308 | val_loss: 0.000137202 | Time: 2718.09 ms
[2020-12-09 12:11:51 main:574] : INFO : Epoch 592 | loss: 0.000118133 | val_loss: 0.000130391 | Time: 2596.57 ms
[2020-12-09 12:11:54 main:574] : INFO : Epoch 593 | loss: 0.000121928 | val_loss: 0.000211364 | Time: 2576.92 ms
[2020-12-09 12:11:56 main:574] : INFO : Epoch 594 | loss: 0.000185827 | val_loss: 0.000149857 | Time: 2689.22 ms
[2020-12-09 12:11:59 main:574] : INFO : Epoch 595 | loss: 0.000124944 | val_loss: 0.000147496 | Time: 2753.02 ms
[2020-12-09 12:12:02 main:574] : INFO : Epoch 596 | loss: 0.000121041 | val_loss: 0.000135037 | Time: 2626.86 ms
[2020-12-09 12:12:05 main:574] : INFO : Epoch 597 | loss: 0.00017549 | val_loss: 0.000157733 | Time: 2735.52 ms
[2020-12-09 12:12:07 main:574] : INFO : Epoch 598 | loss: 0.000140095 | val_loss: 0.000143572 | Time: 2681.9 ms
[2020-12-09 12:12:10 main:574] : INFO : Epoch 599 | loss: 0.000117377 | val_loss: 0.000130521 | Time: 2643.73 ms
[2020-12-09 12:12:13 main:574] : INFO : Epoch 600 | loss: 0.000115586 | val_loss: 0.00014493 | Time: 2668.72 ms
[2020-12-09 12:12:15 main:574] : INFO : Epoch 601 | loss: 0.000176676 | val_loss: 0.00018955 | Time: 2651.31 ms
[2020-12-09 12:12:18 main:574] : INFO : Epoch 602 | loss: 0.000151042 | val_loss: 0.000146855 | Time: 2635.17 ms
[2020-12-09 12:12:21 main:574] : INFO : Epoch 603 | loss: 0.000127591 | val_loss: 0.000135316 | Time: 2597.17 ms
[2020-12-09 12:12:23 main:574] : INFO : Epoch 604 | loss: 0.000116693 | val_loss: 0.000146846 | Time: 2548.13 ms
[2020-12-09 12:12:26 main:574] : INFO : Epoch 605 | loss: 0.000190781 | val_loss: 0.000159556 | Time: 2674.94 ms
[2020-12-09 12:12:29 main:574] : INFO : Epoch 606 | loss: 0.000130567 | val_loss: 0.000141626 | Time: 2614.51 ms
[2020-12-09 12:12:31 main:574] : INFO : Epoch 607 | loss: 0.000117319 | val_loss: 0.000130068 | Time: 2663.52 ms
[2020-12-09 12:12:34 main:574] : INFO : Epoch 608 | loss: 0.000132133 | val_loss: 0.000211568 | Time: 2837.43 ms
[2020-12-09 12:12:37 main:574] : INFO : Epoch 609 | loss: 0.000183102 | val_loss: 0.00015652 | Time: 2671.57 ms
[2020-12-09 12:12:40 main:574] : INFO : Epoch 610 | loss: 0.000127567 | val_loss: 0.000133797 | Time: 2522.9 ms
[2020-12-09 12:12:42 main:574] : INFO : Epoch 611 | loss: 0.000120598 | val_loss: 0.00017522 | Time: 2553.14 ms
[2020-12-09 12:12:45 main:574] : INFO : Epoch 612 | loss: 0.000207663 | val_loss: 0.000161645 | Time: 2590.61 ms
[2020-12-09 12:12:47 main:574] : INFO : Epoch 613 | loss: 0.000131961 | val_loss: 0.000135492 | Time: 2646.66 ms
[2020-12-09 12:12:50 main:574] : INFO : Epoch 614 | loss: 0.000115599 | val_loss: 0.000131333 | Time: 2658.47 ms
[2020-12-09 12:12:53 main:574] : INFO : Epoch 615 | loss: 0.000127894 | val_loss: 0.000224902 | Time: 2655.8 ms
[2020-12-09 12:12:56 main:574] : INFO : Epoch 616 | loss: 0.000185907 | val_loss: 0.000161066 | Time: 2693.68 ms
[2020-12-09 12:12:58 main:574] : INFO : Epoch 617 | loss: 0.000130423 | val_loss: 0.000138937 | Time: 2651.17 ms
[2020-12-09 12:13:01 main:574] : INFO : Epoch 618 | loss: 0.000135615 | val_loss: 0.000163897 | Time: 2656.64 ms
[2020-12-09 12:13:04 main:574] : INFO : Epoch 619 | loss: 0.000135359 | val_loss: 0.000146939 | Time: 2542.71 ms
[2020-12-09 12:13:06 main:574] : INFO : Epoch 620 | loss: 0.000119902 | val_loss: 0.000148494 | Time: 2581.71 ms
[2020-12-09 12:13:09 main:574] : INFO : Epoch 621 | loss: 0.000179018 | val_loss: 0.000158624 | Time: 2547.41 ms
[2020-12-09 12:13:11 main:574] : INFO : Epoch 622 | loss: 0.000136356 | val_loss: 0.000137232 | Time: 2532.15 ms
[2020-12-09 12:13:14 main:574] : INFO : Epoch 623 | loss: 0.000118285 | val_loss: 0.000130106 | Time: 2599.75 ms
[2020-12-09 12:13:17 main:574] : INFO : Epoch 624 | loss: 0.000118211 | val_loss: 0.000165307 | Time: 2671.14 ms
[2020-12-09 12:13:19 main:574] : INFO : Epoch 625 | loss: 0.000185925 | val_loss: 0.000212878 | Time: 2597.05 ms
[2020-12-09 12:13:22 main:574] : INFO : Epoch 626 | loss: 0.000163162 | val_loss: 0.000149854 | Time: 2741.62 ms
[2020-12-09 12:13:25 main:574] : INFO : Epoch 627 | loss: 0.000126382 | val_loss: 0.000136624 | Time: 2674.36 ms
[2020-12-09 12:13:27 main:574] : INFO : Epoch 628 | loss: 0.000125633 | val_loss: 0.000206829 | Time: 2581.96 ms
[2020-12-09 12:13:30 main:574] : INFO : Epoch 629 | loss: 0.00019529 | val_loss: 0.000171631 | Time: 2721.74 ms
[2020-12-09 12:13:33 main:574] : INFO : Epoch 630 | loss: 0.000146348 | val_loss: 0.000151054 | Time: 2640.37 ms
[2020-12-09 12:13:36 main:574] : INFO : Epoch 631 | loss: 0.000121763 | val_loss: 0.000133037 | Time: 2679.52 ms
[2020-12-09 12:13:38 main:574] : INFO : Epoch 632 | loss: 0.000192483 | val_loss: 0.000239784 | Time: 2580.39 ms
[2020-12-09 12:13:41 main:574] : INFO : Epoch 633 | loss: 0.00018513 | val_loss: 0.000169743 | Time: 2639.87 ms
[2020-12-09 12:13:43 main:574] : INFO : Epoch 634 | loss: 0.000176092 | val_loss: 0.000159637 | Time: 2580.68 ms
[2020-12-09 12:13:46 main:574] : INFO : Epoch 635 | loss: 0.000144208 | val_loss: 0.000204537 | Time: 2552.28 ms
[2020-12-09 12:13:49 main:574] : INFO : Epoch 636 | loss: 0.000155436 | val_loss: 0.00014777 | Time: 2622.52 ms
[2020-12-09 12:13:51 main:574] : INFO : Epoch 637 | loss: 0.000119263 | val_loss: 0.000133924 | Time: 2650.03 ms
[2020-12-09 12:13:54 main:574] : INFO : Epoch 638 | loss: 0.000112726 | val_loss: 0.000133099 | Time: 2632.16 ms
[2020-12-09 12:13:57 main:574] : INFO : Epoch 639 | loss: 0.000189849 | val_loss: 0.000184457 | Time: 2700.33 ms
[2020-12-09 12:13:59 main:574] : INFO : Epoch 640 | loss: 0.00014547 | val_loss: 0.000139879 | Time: 2614.19 ms
[2020-12-09 12:14:02 main:574] : INFO : Epoch 641 | loss: 0.000116927 | val_loss: 0.000130961 | Time: 2787.56 ms
[2020-12-09 12:14:05 main:574] : INFO : Epoch 642 | loss: 0.000110979 | val_loss: 0.000128489 | Time: 2777.56 ms
[2020-12-09 12:14:08 main:574] : INFO : Epoch 643 | loss: 0.000122098 | val_loss: 0.000155151 | Time: 2605.37 ms
[2020-12-09 12:14:10 main:574] : INFO : Epoch 644 | loss: 0.000211136 | val_loss: 0.000196208 | Time: 2594.04 ms
[2020-12-09 12:14:13 main:574] : INFO : Epoch 645 | loss: 0.000155074 | val_loss: 0.000147487 | Time: 2676.34 ms
[2020-12-09 12:14:16 main:574] : INFO : Epoch 646 | loss: 0.000118726 | val_loss: 0.000129779 | Time: 2785.86 ms
[2020-12-09 12:14:19 main:574] : INFO : Epoch 647 | loss: 0.000114082 | val_loss: 0.000153643 | Time: 2693.7 ms
[2020-12-09 12:14:21 main:574] : INFO : Epoch 648 | loss: 0.000172143 | val_loss: 0.000149247 | Time: 2512.54 ms
[2020-12-09 12:14:24 main:574] : INFO : Epoch 649 | loss: 0.000120248 | val_loss: 0.000131479 | Time: 2674.64 ms
[2020-12-09 12:14:27 main:574] : INFO : Epoch 650 | loss: 0.000112463 | val_loss: 0.000131393 | Time: 2708.69 ms
[2020-12-09 12:14:29 main:574] : INFO : Epoch 651 | loss: 0.000149492 | val_loss: 0.000177474 | Time: 2649.67 ms
[2020-12-09 12:14:32 main:574] : INFO : Epoch 652 | loss: 0.000143811 | val_loss: 0.00014257 | Time: 2537.91 ms
[2020-12-09 12:14:35 main:574] : INFO : Epoch 653 | loss: 0.000117115 | val_loss: 0.000134725 | Time: 2737.26 ms
[2020-12-09 12:14:37 main:574] : INFO : Epoch 654 | loss: 0.000133619 | val_loss: 0.000249246 | Time: 2629.09 ms
[2020-12-09 12:14:40 main:574] : INFO : Epoch 655 | loss: 0.00021846 | val_loss: 0.000179547 | Time: 2637.13 ms
[2020-12-09 12:14:43 main:574] : INFO : Epoch 656 | loss: 0.000134872 | val_loss: 0.000139458 | Time: 2679.61 ms
[2020-12-09 12:14:45 main:574] : INFO : Epoch 657 | loss: 0.000118039 | val_loss: 0.000141045 | Time: 2633.1 ms
[2020-12-09 12:14:48 main:574] : INFO : Epoch 658 | loss: 0.000138329 | val_loss: 0.000138908 | Time: 2575.51 ms
[2020-12-09 12:14:51 main:574] : INFO : Epoch 659 | loss: 0.000122298 | val_loss: 0.000137137 | Time: 2667.52 ms
[2020-12-09 12:14:53 main:574] : INFO : Epoch 660 | loss: 0.000113217 | val_loss: 0.000132222 | Time: 2565.7 ms
[2020-12-09 12:14:56 main:574] : INFO : Epoch 661 | loss: 0.000220425 | val_loss: 0.000239146 | Time: 2612.88 ms
[2020-12-09 12:14:59 main:574] : INFO : Epoch 662 | loss: 0.000161463 | val_loss: 0.000153593 | Time: 2580.45 ms
[2020-12-09 12:15:01 main:574] : INFO : Epoch 663 | loss: 0.000123678 | val_loss: 0.000136382 | Time: 2671.87 ms
[2020-12-09 12:15:04 main:574] : INFO : Epoch 664 | loss: 0.000131038 | val_loss: 0.000144104 | Time: 2696.98 ms
[2020-12-09 12:15:07 main:574] : INFO : Epoch 665 | loss: 0.00012997 | val_loss: 0.000194922 | Time: 2730.64 ms
[2020-12-09 12:15:10 main:574] : INFO : Epoch 666 | loss: 0.00016425 | val_loss: 0.000133386 | Time: 2618.94 ms
[2020-12-09 12:15:12 main:574] : INFO : Epoch 667 | loss: 0.000117168 | val_loss: 0.000128672 | Time: 2677.13 ms
[2020-12-09 12:15:15 main:574] : INFO : Epoch 668 | loss: 0.000112959 | val_loss: 0.000148172 | Time: 2558.62 ms
[2020-12-09 12:15:17 main:574] : INFO : Epoch 669 | loss: 0.000193028 | val_loss: 0.000161565 | Time: 2572.58 ms
[2020-12-09 12:15:20 main:574] : INFO : Epoch 670 | loss: 0.000139791 | val_loss: 0.000134278 | Time: 2731.75 ms
[2020-12-09 12:15:23 main:574] : INFO : Epoch 671 | loss: 0.000115018 | val_loss: 0.000128697 | Time: 2552.29 ms
[2020-12-09 12:15:25 main:574] : INFO : Epoch 672 | loss: 0.000115723 | val_loss: 0.000172033 | Time: 2612.46 ms
[2020-12-09 12:15:28 main:574] : INFO : Epoch 673 | loss: 0.000231773 | val_loss: 0.000193231 | Time: 2592.13 ms
[2020-12-09 12:15:31 main:574] : INFO : Epoch 674 | loss: 0.00014275 | val_loss: 0.000137955 | Time: 2623.79 ms
[2020-12-09 12:15:33 main:574] : INFO : Epoch 675 | loss: 0.000116699 | val_loss: 0.000131003 | Time: 2677.72 ms
[2020-12-09 12:15:36 main:574] : INFO : Epoch 676 | loss: 0.000126053 | val_loss: 0.000149838 | Time: 2655.45 ms
[2020-12-09 12:15:39 main:574] : INFO : Epoch 677 | loss: 0.000118058 | val_loss: 0.000133203 | Time: 2723.05 ms
[2020-12-09 12:15:42 main:574] : INFO : Epoch 678 | loss: 0.000117061 | val_loss: 0.00014259 | Time: 2691.39 ms
[2020-12-09 12:15:44 main:574] : INFO : Epoch 679 | loss: 0.000159455 | val_loss: 0.000224934 | Time: 2587.72 ms
[2020-12-09 12:15:47 main:574] : INFO : Epoch 680 | loss: 0.000199351 | val_loss: 0.00017206 | Time: 2667.54 ms
[2020-12-09 12:15:50 main:574] : INFO : Epoch 681 | loss: 0.000128112 | val_loss: 0.000132727 | Time: 2658.47 ms
[2020-12-09 12:15:52 main:574] : INFO : Epoch 682 | loss: 0.000113383 | val_loss: 0.000132945 | Time: 2628.51 ms
[2020-12-09 12:15:55 main:574] : INFO : Epoch 683 | loss: 0.000195714 | val_loss: 0.000200034 | Time: 2603.95 ms
[2020-12-09 12:15:58 main:574] : INFO : Epoch 684 | loss: 0.000145463 | val_loss: 0.000140499 | Time: 2850.6 ms
[2020-12-09 12:16:01 main:574] : INFO : Epoch 685 | loss: 0.000116757 | val_loss: 0.000129655 | Time: 2724.78 ms
[2020-12-09 12:16:04 main:574] : INFO : Epoch 686 | loss: 0.000110672 | val_loss: 0.000126357 | Time: 2932.85 ms
[2020-12-09 12:16:06 main:574] : INFO : Epoch 687 | loss: 0.000130372 | val_loss: 0.000259007 | Time: 2643.96 ms
[2020-12-09 12:16:09 main:574] : INFO : Epoch 688 | loss: 0.00018569 | val_loss: 0.000152918 | Time: 2590.58 ms
[2020-12-09 12:16:12 main:574] : INFO : Epoch 689 | loss: 0.000122528 | val_loss: 0.000130144 | Time: 2641.29 ms
[2020-12-09 12:16:14 main:574] : INFO : Epoch 690 | loss: 0.000123566 | val_loss: 0.000178996 | Time: 2597.66 ms
[2020-12-09 12:16:17 main:574] : INFO : Epoch 691 | loss: 0.000137991 | val_loss: 0.000147038 | Time: 2540.24 ms
[2020-12-09 12:16:19 main:574] : INFO : Epoch 692 | loss: 0.000141925 | val_loss: 0.000195713 | Time: 2579.12 ms
[2020-12-09 12:16:22 main:574] : INFO : Epoch 693 | loss: 0.000157067 | val_loss: 0.00014318 | Time: 2650.98 ms
[2020-12-09 12:16:25 main:574] : INFO : Epoch 694 | loss: 0.000117945 | val_loss: 0.000130322 | Time: 2651.19 ms
[2020-12-09 12:16:27 main:574] : INFO : Epoch 695 | loss: 0.000121035 | val_loss: 0.000167245 | Time: 2650.35 ms
[2020-12-09 12:16:30 main:574] : INFO : Epoch 696 | loss: 0.00020194 | val_loss: 0.000174744 | Time: 2704.53 ms
[2020-12-09 12:16:33 main:574] : INFO : Epoch 697 | loss: 0.000161514 | val_loss: 0.000179053 | Time: 2575.32 ms
[2020-12-09 12:16:36 main:574] : INFO : Epoch 698 | loss: 0.000130936 | val_loss: 0.000135257 | Time: 2720.91 ms
[2020-12-09 12:16:38 main:574] : INFO : Epoch 699 | loss: 0.00011865 | val_loss: 0.00013842 | Time: 2574.1 ms
[2020-12-09 12:16:41 main:574] : INFO : Epoch 700 | loss: 0.000233002 | val_loss: 0.000260092 | Time: 2666.46 ms
[2020-12-09 12:16:44 main:574] : INFO : Epoch 701 | loss: 0.000182583 | val_loss: 0.000155703 | Time: 2845.87 ms
[2020-12-09 12:16:47 main:574] : INFO : Epoch 702 | loss: 0.000126156 | val_loss: 0.00013756 | Time: 2797.9 ms
[2020-12-09 12:16:49 main:574] : INFO : Epoch 703 | loss: 0.00011362 | val_loss: 0.000132968 | Time: 2586.34 ms
[2020-12-09 12:16:52 main:574] : INFO : Epoch 704 | loss: 0.000112033 | val_loss: 0.000137049 | Time: 2625.2 ms
[2020-12-09 12:16:55 main:574] : INFO : Epoch 705 | loss: 0.000177881 | val_loss: 0.000173905 | Time: 2728.59 ms
[2020-12-09 12:16:57 main:574] : INFO : Epoch 706 | loss: 0.000145749 | val_loss: 0.000145631 | Time: 2633.94 ms
[2020-12-09 12:17:00 main:574] : INFO : Epoch 707 | loss: 0.000118648 | val_loss: 0.000135601 | Time: 2653.96 ms
[2020-12-09 12:17:03 main:574] : INFO : Epoch 708 | loss: 0.000115217 | val_loss: 0.000139295 | Time: 2718.49 ms
[2020-12-09 12:17:05 main:574] : INFO : Epoch 709 | loss: 0.00013267 | val_loss: 0.000222508 | Time: 2643.33 ms
[2020-12-09 12:17:08 main:574] : INFO : Epoch 710 | loss: 0.000155168 | val_loss: 0.000144605 | Time: 2616.08 ms
[2020-12-09 12:17:11 main:574] : INFO : Epoch 711 | loss: 0.00012555 | val_loss: 0.00014293 | Time: 2569.4 ms
[2020-12-09 12:17:13 main:574] : INFO : Epoch 712 | loss: 0.000120956 | val_loss: 0.000154067 | Time: 2754.47 ms
[2020-12-09 12:17:16 main:574] : INFO : Epoch 713 | loss: 0.000160869 | val_loss: 0.000247213 | Time: 2563 ms
[2020-12-09 12:17:19 main:574] : INFO : Epoch 714 | loss: 0.000161249 | val_loss: 0.000149728 | Time: 2602.33 ms
[2020-12-09 12:17:21 main:574] : INFO : Epoch 715 | loss: 0.000121015 | val_loss: 0.000135347 | Time: 2667.08 ms
[2020-12-09 12:17:24 main:574] : INFO : Epoch 716 | loss: 0.000167187 | val_loss: 0.000171447 | Time: 2565.02 ms
[2020-12-09 12:17:27 main:574] : INFO : Epoch 717 | loss: 0.00013841 | val_loss: 0.00014611 | Time: 2724.53 ms
[2020-12-09 12:17:29 main:574] : INFO : Epoch 718 | loss: 0.000117226 | val_loss: 0.000140688 | Time: 2658.03 ms
[2020-12-09 12:17:32 main:574] : INFO : Epoch 719 | loss: 0.000154265 | val_loss: 0.00015054 | Time: 2650 ms
[2020-12-09 12:17:35 main:574] : INFO : Epoch 720 | loss: 0.000129973 | val_loss: 0.000153779 | Time: 2620 ms
[2020-12-09 12:17:37 main:574] : INFO : Epoch 721 | loss: 0.000122145 | val_loss: 0.000136667 | Time: 2583.07 ms
[2020-12-09 12:17:40 main:574] : INFO : Epoch 722 | loss: 0.000122966 | val_loss: 0.000225121 | Time: 2717.07 ms
[2020-12-09 12:17:43 main:574] : INFO : Epoch 723 | loss: 0.000257533 | val_loss: 0.000216072 | Time: 2561.55 ms
[2020-12-09 12:17:46 main:574] : INFO : Epoch 724 | loss: 0.000178739 | val_loss: 0.000157572 | Time: 2757.05 ms
[2020-12-09 12:17:48 main:574] : INFO : Epoch 725 | loss: 0.000123118 | val_loss: 0.000135817 | Time: 2654.61 ms
[2020-12-09 12:17:51 main:574] : INFO : Epoch 726 | loss: 0.000136705 | val_loss: 0.000193374 | Time: 2645.24 ms
[2020-12-09 12:17:54 main:574] : INFO : Epoch 727 | loss: 0.000133419 | val_loss: 0.000130566 | Time: 2723.51 ms
[2020-12-09 12:17:56 main:574] : INFO : Epoch 728 | loss: 0.000113488 | val_loss: 0.000131737 | Time: 2690.59 ms
[2020-12-09 12:17:59 main:574] : INFO : Epoch 729 | loss: 0.000156605 | val_loss: 0.00016258 | Time: 2752.23 ms
[2020-12-09 12:18:02 main:574] : INFO : Epoch 730 | loss: 0.000129972 | val_loss: 0.000128679 | Time: 2814.01 ms
[2020-12-09 12:18:05 main:574] : INFO : Epoch 731 | loss: 0.000114893 | val_loss: 0.000156133 | Time: 2570.96 ms
[2020-12-09 12:18:07 main:574] : INFO : Epoch 732 | loss: 0.000248141 | val_loss: 0.000236873 | Time: 2609.87 ms
[2020-12-09 12:18:10 main:574] : INFO : Epoch 733 | loss: 0.000191411 | val_loss: 0.00016091 | Time: 2750.75 ms
[2020-12-09 12:18:13 main:574] : INFO : Epoch 734 | loss: 0.00012393 | val_loss: 0.000131406 | Time: 2529.08 ms
[2020-12-09 12:18:15 main:574] : INFO : Epoch 735 | loss: 0.000123698 | val_loss: 0.000172919 | Time: 2626.47 ms
[2020-12-09 12:18:18 main:574] : INFO : Epoch 736 | loss: 0.000126398 | val_loss: 0.000127121 | Time: 2637.25 ms
[2020-12-09 12:18:21 main:574] : INFO : Epoch 737 | loss: 0.000112048 | val_loss: 0.000135078 | Time: 2734.31 ms
[2020-12-09 12:18:24 main:574] : INFO : Epoch 738 | loss: 0.000142813 | val_loss: 0.00015722 | Time: 2662.67 ms
[2020-12-09 12:18:26 main:574] : INFO : Epoch 739 | loss: 0.000124059 | val_loss: 0.000140712 | Time: 2689.22 ms
[2020-12-09 12:18:29 main:574] : INFO : Epoch 740 | loss: 0.000119712 | val_loss: 0.000142222 | Time: 2645.24 ms
[2020-12-09 12:18:32 main:574] : INFO : Epoch 741 | loss: 0.000146364 | val_loss: 0.000144197 | Time: 2611.92 ms
[2020-12-09 12:18:34 main:574] : INFO : Epoch 742 | loss: 0.000138861 | val_loss: 0.000147892 | Time: 2688.35 ms
[2020-12-09 12:18:37 main:574] : INFO : Epoch 743 | loss: 0.000119536 | val_loss: 0.000130791 | Time: 2616.33 ms
[2020-12-09 12:18:40 main:574] : INFO : Epoch 744 | loss: 0.000133804 | val_loss: 0.000198325 | Time: 2669.96 ms
[2020-12-09 12:18:42 main:574] : INFO : Epoch 745 | loss: 0.000143467 | val_loss: 0.00014045 | Time: 2773.5 ms
[2020-12-09 12:18:45 main:574] : INFO : Epoch 746 | loss: 0.000146964 | val_loss: 0.000139719 | Time: 2720.39 ms
[2020-12-09 12:18:48 main:574] : INFO : Epoch 747 | loss: 0.000123163 | val_loss: 0.000142374 | Time: 2653.09 ms
[2020-12-09 12:18:51 main:574] : INFO : Epoch 748 | loss: 0.000188761 | val_loss: 0.000237588 | Time: 2689.47 ms
[2020-12-09 12:18:53 main:574] : INFO : Epoch 749 | loss: 0.00015925 | val_loss: 0.000149237 | Time: 2673.88 ms
[2020-12-09 12:18:56 main:574] : INFO : Epoch 750 | loss: 0.000121531 | val_loss: 0.000128014 | Time: 2544.44 ms
[2020-12-09 12:18:59 main:574] : INFO : Epoch 751 | loss: 0.000110149 | val_loss: 0.000130056 | Time: 2664.04 ms
[2020-12-09 12:19:01 main:574] : INFO : Epoch 752 | loss: 0.00016994 | val_loss: 0.000160714 | Time: 2623.94 ms
[2020-12-09 12:19:04 main:574] : INFO : Epoch 753 | loss: 0.000142629 | val_loss: 0.000162506 | Time: 2620.03 ms
[2020-12-09 12:19:07 main:574] : INFO : Epoch 754 | loss: 0.000139007 | val_loss: 0.00014291 | Time: 2644.52 ms
[2020-12-09 12:19:09 main:574] : INFO : Epoch 755 | loss: 0.000128025 | val_loss: 0.000200493 | Time: 2648.7 ms
[2020-12-09 12:19:12 main:574] : INFO : Epoch 756 | loss: 0.000151453 | val_loss: 0.000139774 | Time: 2671.74 ms
[2020-12-09 12:19:15 main:574] : INFO : Epoch 757 | loss: 0.000121585 | val_loss: 0.000133411 | Time: 2699.25 ms
[2020-12-09 12:19:17 main:574] : INFO : Epoch 758 | loss: 0.000122825 | val_loss: 0.000200965 | Time: 2665.45 ms
[2020-12-09 12:19:20 main:574] : INFO : Epoch 759 | loss: 0.000174615 | val_loss: 0.000142987 | Time: 2578.24 ms
[2020-12-09 12:19:23 main:574] : INFO : Epoch 760 | loss: 0.000119441 | val_loss: 0.000131932 | Time: 2642.55 ms
[2020-12-09 12:19:25 main:574] : INFO : Epoch 761 | loss: 0.000111296 | val_loss: 0.000127601 | Time: 2599.03 ms
[2020-12-09 12:19:28 main:574] : INFO : Epoch 762 | loss: 0.000148056 | val_loss: 0.000186861 | Time: 2719.55 ms
[2020-12-09 12:19:31 main:574] : INFO : Epoch 763 | loss: 0.000219466 | val_loss: 0.000201618 | Time: 2616.14 ms
[2020-12-09 12:19:33 main:574] : INFO : Epoch 764 | loss: 0.000172552 | val_loss: 0.000164543 | Time: 2567.59 ms
[2020-12-09 12:19:36 main:574] : INFO : Epoch 765 | loss: 0.000125253 | val_loss: 0.00013382 | Time: 2724.4 ms
[2020-12-09 12:19:39 main:574] : INFO : Epoch 766 | loss: 0.000113416 | val_loss: 0.000128688 | Time: 2662.92 ms
[2020-12-09 12:19:41 main:574] : INFO : Epoch 767 | loss: 0.00017514 | val_loss: 0.000162242 | Time: 2604.07 ms
[2020-12-09 12:19:44 main:574] : INFO : Epoch 768 | loss: 0.000139057 | val_loss: 0.000145657 | Time: 2534.82 ms
[2020-12-09 12:19:47 main:574] : INFO : Epoch 769 | loss: 0.000117189 | val_loss: 0.000128171 | Time: 2735.19 ms
[2020-12-09 12:19:49 main:574] : INFO : Epoch 770 | loss: 0.00010946 | val_loss: 0.000126307 | Time: 2541.83 ms
[2020-12-09 12:19:52 main:574] : INFO : Epoch 771 | loss: 0.000200447 | val_loss: 0.000285533 | Time: 2618.81 ms
[2020-12-09 12:19:55 main:574] : INFO : Epoch 772 | loss: 0.000174853 | val_loss: 0.000160164 | Time: 2757.02 ms
[2020-12-09 12:19:58 main:574] : INFO : Epoch 773 | loss: 0.000128299 | val_loss: 0.000134198 | Time: 2712.14 ms
[2020-12-09 12:20:00 main:574] : INFO : Epoch 774 | loss: 0.000112325 | val_loss: 0.000126639 | Time: 2659.41 ms
[2020-12-09 12:20:03 main:574] : INFO : Epoch 775 | loss: 0.000109093 | val_loss: 0.000128029 | Time: 2672.71 ms
[2020-12-09 12:20:06 main:574] : INFO : Epoch 776 | loss: 0.00018526 | val_loss: 0.000156711 | Time: 2648.38 ms
[2020-12-09 12:20:08 main:574] : INFO : Epoch 777 | loss: 0.000154895 | val_loss: 0.000213497 | Time: 2692.3 ms
[2020-12-09 12:20:11 main:574] : INFO : Epoch 778 | loss: 0.000140822 | val_loss: 0.000133907 | Time: 2706.16 ms
[2020-12-09 12:20:14 main:574] : INFO : Epoch 779 | loss: 0.000112579 | val_loss: 0.000129577 | Time: 2639.75 ms
[2020-12-09 12:20:17 main:574] : INFO : Epoch 780 | loss: 0.000144896 | val_loss: 0.000224043 | Time: 2636.1 ms
[2020-12-09 12:20:19 main:574] : INFO : Epoch 781 | loss: 0.000149972 | val_loss: 0.000157104 | Time: 2649.46 ms
[2020-12-09 12:20:22 main:574] : INFO : Epoch 782 | loss: 0.000118381 | val_loss: 0.000129982 | Time: 2603.6 ms
[2020-12-09 12:20:25 main:574] : INFO : Epoch 783 | loss: 0.000111709 | val_loss: 0.000137481 | Time: 2634.13 ms
[2020-12-09 12:20:27 main:574] : INFO : Epoch 784 | loss: 0.000155911 | val_loss: 0.000165818 | Time: 2613.06 ms
[2020-12-09 12:20:30 main:574] : INFO : Epoch 785 | loss: 0.000126181 | val_loss: 0.000135948 | Time: 2697.64 ms
[2020-12-09 12:20:33 main:574] : INFO : Epoch 786 | loss: 0.000116144 | val_loss: 0.000137666 | Time: 2614.42 ms
[2020-12-09 12:20:35 main:574] : INFO : Epoch 787 | loss: 0.000154274 | val_loss: 0.00018423 | Time: 2696.1 ms
[2020-12-09 12:20:38 main:574] : INFO : Epoch 788 | loss: 0.000143394 | val_loss: 0.000144153 | Time: 2657.29 ms
[2020-12-09 12:20:41 main:574] : INFO : Epoch 789 | loss: 0.000129298 | val_loss: 0.000140281 | Time: 2795.93 ms
[2020-12-09 12:20:43 main:574] : INFO : Epoch 790 | loss: 0.000135267 | val_loss: 0.000150942 | Time: 2634.19 ms
[2020-12-09 12:20:46 main:574] : INFO : Epoch 791 | loss: 0.000122686 | val_loss: 0.000136973 | Time: 2712.72 ms
[2020-12-09 12:20:49 main:574] : INFO : Epoch 792 | loss: 0.000132249 | val_loss: 0.000187633 | Time: 2649.95 ms
[2020-12-09 12:20:52 main:574] : INFO : Epoch 793 | loss: 0.000158814 | val_loss: 0.000146274 | Time: 2589.11 ms
[2020-12-09 12:20:54 main:574] : INFO : Epoch 794 | loss: 0.000126543 | val_loss: 0.000132278 | Time: 2617.93 ms
[2020-12-09 12:20:57 main:574] : INFO : Epoch 795 | loss: 0.000141667 | val_loss: 0.00021243 | Time: 2671.5 ms
[2020-12-09 12:21:00 main:574] : INFO : Epoch 796 | loss: 0.000208244 | val_loss: 0.000165513 | Time: 2641.12 ms
[2020-12-09 12:21:02 main:574] : INFO : Epoch 797 | loss: 0.000144168 | val_loss: 0.000140865 | Time: 2613.72 ms
[2020-12-09 12:21:05 main:574] : INFO : Epoch 798 | loss: 0.000121195 | val_loss: 0.000132162 | Time: 2633.96 ms
[2020-12-09 12:21:08 main:574] : INFO : Epoch 799 | loss: 0.000111624 | val_loss: 0.000126401 | Time: 2580.74 ms
[2020-12-09 12:21:10 main:574] : INFO : Epoch 800 | loss: 0.00021292 | val_loss: 0.000239907 | Time: 2686.54 ms
[2020-12-09 12:21:14 main:574] : INFO : Epoch 801 | loss: 0.000194347 | val_loss: 0.000295381 | Time: 2988.96 ms
[2020-12-09 12:21:16 main:574] : INFO : Epoch 802 | loss: 0.000161953 | val_loss: 0.00014146 | Time: 2816.13 ms
[2020-12-09 12:21:19 main:574] : INFO : Epoch 803 | loss: 0.000117418 | val_loss: 0.000130082 | Time: 2828.61 ms
[2020-12-09 12:21:22 main:574] : INFO : Epoch 804 | loss: 0.000123032 | val_loss: 0.000149531 | Time: 2666.72 ms
[2020-12-09 12:21:25 main:574] : INFO : Epoch 805 | loss: 0.000147731 | val_loss: 0.000153033 | Time: 2966.12 ms
[2020-12-09 12:21:30 main:574] : INFO : Epoch 806 | loss: 0.000120677 | val_loss: 0.000128928 | Time: 3182.05 ms
[2020-12-09 12:21:33 main:574] : INFO : Epoch 807 | loss: 0.000110082 | val_loss: 0.000129806 | Time: 3409.59 ms
[2020-12-09 12:21:37 main:574] : INFO : Epoch 808 | loss: 0.000177877 | val_loss: 0.000161145 | Time: 3375.91 ms
[2020-12-09 12:21:40 main:574] : INFO : Epoch 809 | loss: 0.000136197 | val_loss: 0.000136935 | Time: 2936.22 ms
[2020-12-09 12:21:43 main:574] : INFO : Epoch 810 | loss: 0.000119401 | val_loss: 0.000130821 | Time: 3184.41 ms
[2020-12-09 12:21:46 main:574] : INFO : Epoch 811 | loss: 0.000110636 | val_loss: 0.000136656 | Time: 2816.38 ms
[2020-12-09 12:21:49 main:574] : INFO : Epoch 812 | loss: 0.000153354 | val_loss: 0.000169466 | Time: 2922.92 ms
[2020-12-09 12:21:52 main:574] : INFO : Epoch 813 | loss: 0.000129475 | val_loss: 0.000131774 | Time: 2764.85 ms
[2020-12-09 12:21:55 main:574] : INFO : Epoch 814 | loss: 0.000114376 | val_loss: 0.000127911 | Time: 2889.86 ms
[2020-12-09 12:21:57 main:574] : INFO : Epoch 815 | loss: 0.000123634 | val_loss: 0.000260816 | Time: 2744.43 ms
[2020-12-09 12:22:00 main:574] : INFO : Epoch 816 | loss: 0.000217733 | val_loss: 0.000163469 | Time: 2956.23 ms
[2020-12-09 12:22:03 main:574] : INFO : Epoch 817 | loss: 0.000162554 | val_loss: 0.000167575 | Time: 2797.4 ms
[2020-12-09 12:22:06 main:574] : INFO : Epoch 818 | loss: 0.000135189 | val_loss: 0.00014779 | Time: 2725.68 ms
[2020-12-09 12:22:09 main:574] : INFO : Epoch 819 | loss: 0.00014821 | val_loss: 0.000157026 | Time: 2758.85 ms
[2020-12-09 12:22:12 main:574] : INFO : Epoch 820 | loss: 0.000121694 | val_loss: 0.000132291 | Time: 2800.13 ms
[2020-12-09 12:22:14 main:574] : INFO : Epoch 821 | loss: 0.000113165 | val_loss: 0.000130884 | Time: 2803.87 ms
[2020-12-09 12:22:17 main:574] : INFO : Epoch 822 | loss: 0.000151588 | val_loss: 0.000193577 | Time: 2586.21 ms
[2020-12-09 12:22:20 main:574] : INFO : Epoch 823 | loss: 0.000132665 | val_loss: 0.000136645 | Time: 2559.51 ms
[2020-12-09 12:22:23 main:574] : INFO : Epoch 824 | loss: 0.000114636 | val_loss: 0.000132332 | Time: 2775.99 ms
[2020-12-09 12:22:25 main:574] : INFO : Epoch 825 | loss: 0.000138049 | val_loss: 0.000171776 | Time: 2778.65 ms
[2020-12-09 12:22:28 main:574] : INFO : Epoch 826 | loss: 0.000150103 | val_loss: 0.000141935 | Time: 2791.56 ms
[2020-12-09 12:22:31 main:574] : INFO : Epoch 827 | loss: 0.000121567 | val_loss: 0.000133901 | Time: 2872.83 ms
[2020-12-09 12:22:34 main:574] : INFO : Epoch 828 | loss: 0.00011579 | val_loss: 0.000142917 | Time: 2795.64 ms
[2020-12-09 12:22:37 main:574] : INFO : Epoch 829 | loss: 0.000165243 | val_loss: 0.00022946 | Time: 2862.49 ms
[2020-12-09 12:22:40 main:574] : INFO : Epoch 830 | loss: 0.000157715 | val_loss: 0.000142853 | Time: 2716.68 ms
[2020-12-09 12:22:43 main:574] : INFO : Epoch 831 | loss: 0.000120232 | val_loss: 0.000140381 | Time: 2817.99 ms
[2020-12-09 12:22:46 main:574] : INFO : Epoch 832 | loss: 0.00012261 | val_loss: 0.000136622 | Time: 2947.75 ms
[2020-12-09 12:22:48 main:574] : INFO : Epoch 833 | loss: 0.000124822 | val_loss: 0.000183456 | Time: 2928.93 ms
[2020-12-09 12:22:51 main:574] : INFO : Epoch 834 | loss: 0.000158065 | val_loss: 0.00014153 | Time: 2777.98 ms
[2020-12-09 12:22:54 main:574] : INFO : Epoch 835 | loss: 0.000120659 | val_loss: 0.000136016 | Time: 2836.89 ms
[2020-12-09 12:22:57 main:574] : INFO : Epoch 836 | loss: 0.00013137 | val_loss: 0.000255194 | Time: 2912.67 ms
[2020-12-09 12:23:00 main:574] : INFO : Epoch 837 | loss: 0.00018163 | val_loss: 0.00016071 | Time: 2910.84 ms
[2020-12-09 12:23:03 main:574] : INFO : Epoch 838 | loss: 0.000135449 | val_loss: 0.000151986 | Time: 2981.46 ms
[2020-12-09 12:23:06 main:574] : INFO : Epoch 839 | loss: 0.000121417 | val_loss: 0.000135483 | Time: 2903.78 ms
[2020-12-09 12:23:09 main:574] : INFO : Epoch 840 | loss: 0.000113491 | val_loss: 0.000131777 | Time: 2778.33 ms
[2020-12-09 12:23:12 main:574] : INFO : Epoch 841 | loss: 0.000179437 | val_loss: 0.000174326 | Time: 2680.53 ms
[2020-12-09 12:23:14 main:574] : INFO : Epoch 842 | loss: 0.000155187 | val_loss: 0.000150379 | Time: 2801.05 ms
[2020-12-09 12:23:17 main:574] : INFO : Epoch 843 | loss: 0.000122914 | val_loss: 0.000135943 | Time: 2851.34 ms
[2020-12-09 12:23:20 main:574] : INFO : Epoch 844 | loss: 0.000113265 | val_loss: 0.000141155 | Time: 2813.13 ms
[2020-12-09 12:23:23 main:574] : INFO : Epoch 845 | loss: 0.00012382 | val_loss: 0.000148248 | Time: 2775.03 ms
[2020-12-09 12:23:26 main:574] : INFO : Epoch 846 | loss: 0.000147708 | val_loss: 0.000180238 | Time: 2690.91 ms
[2020-12-09 12:23:29 main:574] : INFO : Epoch 847 | loss: 0.000156891 | val_loss: 0.000250014 | Time: 2681.97 ms
[2020-12-09 12:23:31 main:574] : INFO : Epoch 848 | loss: 0.000155488 | val_loss: 0.000145777 | Time: 2765.59 ms
[2020-12-09 12:23:34 main:574] : INFO : Epoch 849 | loss: 0.000116687 | val_loss: 0.000136338 | Time: 2668.1 ms
[2020-12-09 12:23:37 main:574] : INFO : Epoch 850 | loss: 0.000112261 | val_loss: 0.000152455 | Time: 2613.23 ms
[2020-12-09 12:23:41 main:574] : INFO : Epoch 851 | loss: 0.000189155 | val_loss: 0.000188062 | Time: 2736.53 ms
[2020-12-09 12:23:44 main:574] : INFO : Epoch 852 | loss: 0.000141298 | val_loss: 0.000158633 | Time: 2896.9 ms
[2020-12-09 12:23:47 main:574] : INFO : Epoch 853 | loss: 0.000120331 | val_loss: 0.000135881 | Time: 2920.53 ms
[2020-12-09 12:23:49 main:574] : INFO : Epoch 854 | loss: 0.000139478 | val_loss: 0.000214979 | Time: 2761.77 ms
[2020-12-09 12:23:52 main:574] : INFO : Epoch 855 | loss: 0.000144875 | val_loss: 0.000154552 | Time: 2709.46 ms
[2020-12-09 12:23:55 main:574] : INFO : Epoch 856 | loss: 0.000119896 | val_loss: 0.000135568 | Time: 2873.81 ms
[2020-12-09 12:23:58 main:574] : INFO : Epoch 857 | loss: 0.000113042 | val_loss: 0.00015422 | Time: 2926.74 ms
[2020-12-09 12:24:01 main:574] : INFO : Epoch 858 | loss: 0.000173363 | val_loss: 0.000179777 | Time: 2843.52 ms
[2020-12-09 12:24:04 main:574] : INFO : Epoch 859 | loss: 0.000132796 | val_loss: 0.000140414 | Time: 2801.56 ms
[2020-12-09 12:24:07 main:574] : INFO : Epoch 860 | loss: 0.000124069 | val_loss: 0.00017276 | Time: 2848.72 ms
[2020-12-09 12:24:10 main:574] : INFO : Epoch 861 | loss: 0.000147333 | val_loss: 0.000176747 | Time: 2865.59 ms
[2020-12-09 12:24:12 main:574] : INFO : Epoch 862 | loss: 0.000129745 | val_loss: 0.000139024 | Time: 2820.49 ms
[2020-12-09 12:24:16 main:574] : INFO : Epoch 863 | loss: 0.00012137 | val_loss: 0.000187247 | Time: 2887.6 ms
[2020-12-09 12:24:18 main:574] : INFO : Epoch 864 | loss: 0.000206859 | val_loss: 0.000170884 | Time: 2733.88 ms
[2020-12-09 12:24:21 main:574] : INFO : Epoch 865 | loss: 0.000141265 | val_loss: 0.000148004 | Time: 2726.81 ms
[2020-12-09 12:24:24 main:574] : INFO : Epoch 866 | loss: 0.000116838 | val_loss: 0.000133037 | Time: 2524.22 ms
[2020-12-09 12:24:27 main:574] : INFO : Epoch 867 | loss: 0.000111573 | val_loss: 0.000139085 | Time: 2795.07 ms
[2020-12-09 12:24:29 main:574] : INFO : Epoch 868 | loss: 0.000151123 | val_loss: 0.000225567 | Time: 2564.22 ms
[2020-12-09 12:24:32 main:574] : INFO : Epoch 869 | loss: 0.000155831 | val_loss: 0.000147304 | Time: 2777.23 ms
[2020-12-09 12:24:35 main:574] : INFO : Epoch 870 | loss: 0.000118266 | val_loss: 0.00013497 | Time: 2557.62 ms
[2020-12-09 12:24:37 main:574] : INFO : Epoch 871 | loss: 0.000112537 | val_loss: 0.000153327 | Time: 2608.68 ms
[2020-12-09 12:24:40 main:574] : INFO : Epoch 872 | loss: 0.000189978 | val_loss: 0.000185761 | Time: 2681.11 ms
[2020-12-09 12:24:43 main:574] : INFO : Epoch 873 | loss: 0.00015789 | val_loss: 0.000155322 | Time: 2661.54 ms
[2020-12-09 12:24:46 main:574] : INFO : Epoch 874 | loss: 0.000121723 | val_loss: 0.000140406 | Time: 2639.27 ms
[2020-12-09 12:24:48 main:574] : INFO : Epoch 875 | loss: 0.000113799 | val_loss: 0.000139212 | Time: 2658.5 ms
[2020-12-09 12:24:51 main:574] : INFO : Epoch 876 | loss: 0.000184348 | val_loss: 0.000200511 | Time: 2540.61 ms
[2020-12-09 12:24:54 main:574] : INFO : Epoch 877 | loss: 0.000138621 | val_loss: 0.000144038 | Time: 2638.74 ms
[2020-12-09 12:24:56 main:574] : INFO : Epoch 878 | loss: 0.000113176 | val_loss: 0.000138223 | Time: 2731.62 ms
[2020-12-09 12:24:59 main:574] : INFO : Epoch 879 | loss: 0.000131283 | val_loss: 0.00014579 | Time: 2652.13 ms
[2020-12-09 12:25:02 main:574] : INFO : Epoch 880 | loss: 0.000117547 | val_loss: 0.000135302 | Time: 2723.87 ms
[2020-12-09 12:25:04 main:574] : INFO : Epoch 881 | loss: 0.000112467 | val_loss: 0.000147895 | Time: 2556.33 ms
[2020-12-09 12:25:07 main:574] : INFO : Epoch 882 | loss: 0.000180912 | val_loss: 0.00023208 | Time: 2655.08 ms
[2020-12-09 12:25:10 main:574] : INFO : Epoch 883 | loss: 0.000166656 | val_loss: 0.000169904 | Time: 2629.4 ms
[2020-12-09 12:25:12 main:574] : INFO : Epoch 884 | loss: 0.000131199 | val_loss: 0.000150968 | Time: 2621.99 ms
[2020-12-09 12:25:15 main:574] : INFO : Epoch 885 | loss: 0.000123684 | val_loss: 0.0001553 | Time: 2509.94 ms
[2020-12-09 12:25:18 main:574] : INFO : Epoch 886 | loss: 0.000188468 | val_loss: 0.000188756 | Time: 2595.83 ms
[2020-12-09 12:25:20 main:574] : INFO : Epoch 887 | loss: 0.000141099 | val_loss: 0.000141086 | Time: 2815.75 ms
[2020-12-09 12:25:23 main:574] : INFO : Epoch 888 | loss: 0.000113018 | val_loss: 0.000130706 | Time: 2636.1 ms
[2020-12-09 12:25:26 main:574] : INFO : Epoch 889 | loss: 0.000107799 | val_loss: 0.000133949 | Time: 2715.32 ms
[2020-12-09 12:25:29 main:574] : INFO : Epoch 890 | loss: 0.000210864 | val_loss: 0.000274777 | Time: 2595.57 ms
[2020-12-09 12:25:31 main:574] : INFO : Epoch 891 | loss: 0.000158263 | val_loss: 0.000153902 | Time: 2706.21 ms
[2020-12-09 12:25:34 main:574] : INFO : Epoch 892 | loss: 0.000122194 | val_loss: 0.000134471 | Time: 2567.51 ms
[2020-12-09 12:25:37 main:574] : INFO : Epoch 893 | loss: 0.000110931 | val_loss: 0.000132276 | Time: 2696.95 ms
[2020-12-09 12:25:39 main:574] : INFO : Epoch 894 | loss: 0.00011275 | val_loss: 0.000148804 | Time: 2714.58 ms
[2020-12-09 12:25:42 main:574] : INFO : Epoch 895 | loss: 0.000159771 | val_loss: 0.000164995 | Time: 2641.84 ms
[2020-12-09 12:25:45 main:574] : INFO : Epoch 896 | loss: 0.000131802 | val_loss: 0.000145368 | Time: 2556.78 ms
[2020-12-09 12:25:47 main:574] : INFO : Epoch 897 | loss: 0.000116857 | val_loss: 0.000135867 | Time: 2673.64 ms
[2020-12-09 12:25:50 main:574] : INFO : Epoch 898 | loss: 0.000125655 | val_loss: 0.000200308 | Time: 2747.33 ms
[2020-12-09 12:25:53 main:574] : INFO : Epoch 899 | loss: 0.000157609 | val_loss: 0.000144351 | Time: 2701.13 ms
[2020-12-09 12:25:56 main:574] : INFO : Epoch 900 | loss: 0.000131734 | val_loss: 0.000150834 | Time: 2665.68 ms
[2020-12-09 12:25:58 main:574] : INFO : Epoch 901 | loss: 0.000123181 | val_loss: 0.000146329 | Time: 2627.48 ms
[2020-12-09 12:26:01 main:574] : INFO : Epoch 902 | loss: 0.000140025 | val_loss: 0.000183379 | Time: 2572.65 ms
[2020-12-09 12:26:04 main:574] : INFO : Epoch 903 | loss: 0.000143099 | val_loss: 0.000156465 | Time: 2612.5 ms
[2020-12-09 12:26:06 main:574] : INFO : Epoch 904 | loss: 0.000122506 | val_loss: 0.000135667 | Time: 2707.29 ms
[2020-12-09 12:26:09 main:574] : INFO : Epoch 905 | loss: 0.00013338 | val_loss: 0.000196927 | Time: 2776.82 ms
[2020-12-09 12:26:12 main:574] : INFO : Epoch 906 | loss: 0.000137319 | val_loss: 0.000142847 | Time: 2737.34 ms
[2020-12-09 12:26:15 main:574] : INFO : Epoch 907 | loss: 0.000129341 | val_loss: 0.000198871 | Time: 2676.55 ms
[2020-12-09 12:26:17 main:574] : INFO : Epoch 908 | loss: 0.000183121 | val_loss: 0.000172871 | Time: 2595.32 ms
[2020-12-09 12:26:20 main:574] : INFO : Epoch 909 | loss: 0.000128318 | val_loss: 0.000137841 | Time: 2629.16 ms
[2020-12-09 12:26:23 main:574] : INFO : Epoch 910 | loss: 0.00011334 | val_loss: 0.000140309 | Time: 2597.65 ms
[2020-12-09 12:26:25 main:574] : INFO : Epoch 911 | loss: 0.000160538 | val_loss: 0.00016574 | Time: 2649.96 ms
[2020-12-09 12:26:28 main:574] : INFO : Epoch 912 | loss: 0.000139962 | val_loss: 0.000142834 | Time: 2583.57 ms
[2020-12-09 12:26:30 main:574] : INFO : Epoch 913 | loss: 0.000115657 | val_loss: 0.000137282 | Time: 2547.11 ms
[2020-12-09 12:26:33 main:574] : INFO : Epoch 914 | loss: 0.000127721 | val_loss: 0.000198244 | Time: 2549.71 ms
[2020-12-09 12:26:36 main:574] : INFO : Epoch 915 | loss: 0.00019097 | val_loss: 0.000176978 | Time: 2668.96 ms
[2020-12-09 12:26:38 main:574] : INFO : Epoch 916 | loss: 0.000131773 | val_loss: 0.000147372 | Time: 2768.16 ms
[2020-12-09 12:26:41 main:574] : INFO : Epoch 917 | loss: 0.000121565 | val_loss: 0.000134682 | Time: 2694.11 ms
[2020-12-09 12:26:44 main:574] : INFO : Epoch 918 | loss: 0.000118627 | val_loss: 0.000142183 | Time: 2727.97 ms
[2020-12-09 12:26:47 main:574] : INFO : Epoch 919 | loss: 0.000123659 | val_loss: 0.000204234 | Time: 2615.53 ms
[2020-12-09 12:26:49 main:574] : INFO : Epoch 920 | loss: 0.000169801 | val_loss: 0.000176412 | Time: 2660.44 ms
[2020-12-09 12:26:52 main:574] : INFO : Epoch 921 | loss: 0.000153048 | val_loss: 0.000150796 | Time: 2691.89 ms
[2020-12-09 12:26:55 main:574] : INFO : Epoch 922 | loss: 0.000123268 | val_loss: 0.000155025 | Time: 2597.36 ms
[2020-12-09 12:26:57 main:574] : INFO : Epoch 923 | loss: 0.00016493 | val_loss: 0.000150548 | Time: 2551.9 ms
[2020-12-09 12:27:00 main:574] : INFO : Epoch 924 | loss: 0.000128651 | val_loss: 0.000145993 | Time: 2657.83 ms
[2020-12-09 12:27:03 main:574] : INFO : Epoch 925 | loss: 0.000113811 | val_loss: 0.00013502 | Time: 2714.74 ms
[2020-12-09 12:27:06 main:574] : INFO : Epoch 926 | loss: 0.000152723 | val_loss: 0.000275181 | Time: 2744.88 ms
[2020-12-09 12:27:08 main:574] : INFO : Epoch 927 | loss: 0.00015872 | val_loss: 0.000168035 | Time: 2686.82 ms
[2020-12-09 12:27:11 main:574] : INFO : Epoch 928 | loss: 0.000120667 | val_loss: 0.000134409 | Time: 2676.09 ms
[2020-12-09 12:27:14 main:574] : INFO : Epoch 929 | loss: 0.000110718 | val_loss: 0.000142936 | Time: 2635.53 ms
[2020-12-09 12:27:16 main:574] : INFO : Epoch 930 | loss: 0.000159257 | val_loss: 0.000185208 | Time: 2645.36 ms
[2020-12-09 12:27:19 main:574] : INFO : Epoch 931 | loss: 0.000132602 | val_loss: 0.000170641 | Time: 2673.31 ms
[2020-12-09 12:27:22 main:574] : INFO : Epoch 932 | loss: 0.000163718 | val_loss: 0.000157235 | Time: 2571.7 ms
[2020-12-09 12:27:24 main:574] : INFO : Epoch 933 | loss: 0.000120586 | val_loss: 0.000137466 | Time: 2664.21 ms
[2020-12-09 12:27:27 main:574] : INFO : Epoch 934 | loss: 0.000112564 | val_loss: 0.000133508 | Time: 2589.41 ms
[2020-12-09 12:27:30 main:574] : INFO : Epoch 935 | loss: 0.000135843 | val_loss: 0.000341612 | Time: 2651.32 ms
[2020-12-09 12:27:32 main:574] : INFO : Epoch 936 | loss: 0.000293971 | val_loss: 0.000279264 | Time: 2592.82 ms
[2020-12-09 12:27:35 main:574] : INFO : Epoch 937 | loss: 0.000258665 | val_loss: 0.000275789 | Time: 2580.98 ms
[2020-12-09 12:27:38 main:574] : INFO : Epoch 938 | loss: 0.000176094 | val_loss: 0.000154117 | Time: 2745.33 ms
[2020-12-09 12:27:40 main:574] : INFO : Epoch 939 | loss: 0.000116806 | val_loss: 0.000134949 | Time: 2655.84 ms
[2020-12-09 12:27:43 main:574] : INFO : Epoch 940 | loss: 0.000108083 | val_loss: 0.000130099 | Time: 2539.55 ms
[2020-12-09 12:27:46 main:574] : INFO : Epoch 941 | loss: 0.00010955 | val_loss: 0.000174695 | Time: 2677.6 ms
[2020-12-09 12:27:48 main:574] : INFO : Epoch 942 | loss: 0.000201856 | val_loss: 0.000162135 | Time: 2553.39 ms
[2020-12-09 12:27:51 main:574] : INFO : Epoch 943 | loss: 0.000124314 | val_loss: 0.000134872 | Time: 2681.29 ms
[2020-12-09 12:27:54 main:574] : INFO : Epoch 944 | loss: 0.000109298 | val_loss: 0.000130697 | Time: 2765.4 ms
[2020-12-09 12:27:56 main:574] : INFO : Epoch 945 | loss: 0.000106497 | val_loss: 0.000129548 | Time: 2571.07 ms
[2020-12-09 12:27:59 main:574] : INFO : Epoch 946 | loss: 0.000109612 | val_loss: 0.000136971 | Time: 2588.62 ms
[2020-12-09 12:28:02 main:574] : INFO : Epoch 947 | loss: 0.00012007 | val_loss: 0.000165805 | Time: 2621.03 ms
[2020-12-09 12:28:05 main:574] : INFO : Epoch 948 | loss: 0.000170133 | val_loss: 0.00016278 | Time: 2899.58 ms
[2020-12-09 12:28:07 main:574] : INFO : Epoch 949 | loss: 0.000121107 | val_loss: 0.000132639 | Time: 2618.52 ms
[2020-12-09 12:28:10 main:574] : INFO : Epoch 950 | loss: 0.000109551 | val_loss: 0.000135258 | Time: 2647.54 ms
[2020-12-09 12:28:13 main:574] : INFO : Epoch 951 | loss: 0.000154446 | val_loss: 0.000165308 | Time: 2608.16 ms
[2020-12-09 12:28:15 main:574] : INFO : Epoch 952 | loss: 0.000128431 | val_loss: 0.000134754 | Time: 2662.08 ms
[2020-12-09 12:28:18 main:574] : INFO : Epoch 953 | loss: 0.00011054 | val_loss: 0.00013093 | Time: 2600.4 ms
[2020-12-09 12:28:21 main:574] : INFO : Epoch 954 | loss: 0.000120611 | val_loss: 0.000246881 | Time: 2622.38 ms
[2020-12-09 12:28:23 main:574] : INFO : Epoch 955 | loss: 0.000211266 | val_loss: 0.000166754 | Time: 2588.37 ms
[2020-12-09 12:28:26 main:574] : INFO : Epoch 956 | loss: 0.000126569 | val_loss: 0.000136252 | Time: 2743.61 ms
[2020-12-09 12:28:29 main:574] : INFO : Epoch 957 | loss: 0.00011116 | val_loss: 0.000132771 | Time: 2613.11 ms
[2020-12-09 12:28:31 main:574] : INFO : Epoch 958 | loss: 0.000108934 | val_loss: 0.000130071 | Time: 2698.14 ms
[2020-12-09 12:28:34 main:574] : INFO : Epoch 959 | loss: 0.000116937 | val_loss: 0.000154896 | Time: 2619.09 ms
[2020-12-09 12:28:37 main:574] : INFO : Epoch 960 | loss: 0.000130906 | val_loss: 0.000175678 | Time: 2726.74 ms
[2020-12-09 12:28:39 main:574] : INFO : Epoch 961 | loss: 0.000143507 | val_loss: 0.000142085 | Time: 2657.55 ms
[2020-12-09 12:28:42 main:574] : INFO : Epoch 962 | loss: 0.000120068 | val_loss: 0.00014343 | Time: 2646.92 ms
[2020-12-09 12:28:45 main:574] : INFO : Epoch 963 | loss: 0.000142506 | val_loss: 0.000262461 | Time: 2769.07 ms
[2020-12-09 12:28:48 main:574] : INFO : Epoch 964 | loss: 0.000162008 | val_loss: 0.000148461 | Time: 2605.8 ms
[2020-12-09 12:28:50 main:574] : INFO : Epoch 965 | loss: 0.000115838 | val_loss: 0.000133365 | Time: 2607.16 ms
[2020-12-09 12:28:53 main:574] : INFO : Epoch 966 | loss: 0.000108519 | val_loss: 0.000131467 | Time: 2681 ms
[2020-12-09 12:28:56 main:574] : INFO : Epoch 967 | loss: 0.000161431 | val_loss: 0.000190765 | Time: 2671.1 ms
[2020-12-09 12:28:58 main:574] : INFO : Epoch 968 | loss: 0.000170519 | val_loss: 0.000151381 | Time: 2681.44 ms
[2020-12-09 12:29:01 main:574] : INFO : Epoch 969 | loss: 0.000121535 | val_loss: 0.000147162 | Time: 2598.66 ms
[2020-12-09 12:29:04 main:574] : INFO : Epoch 970 | loss: 0.000116856 | val_loss: 0.000137162 | Time: 2566.01 ms
[2020-12-09 12:29:06 main:574] : INFO : Epoch 971 | loss: 0.000170654 | val_loss: 0.000190523 | Time: 2658.39 ms
[2020-12-09 12:29:09 main:574] : INFO : Epoch 972 | loss: 0.000145611 | val_loss: 0.000151007 | Time: 2628.52 ms
[2020-12-09 12:29:12 main:574] : INFO : Epoch 973 | loss: 0.000116731 | val_loss: 0.000140736 | Time: 2703.71 ms
[2020-12-09 12:29:14 main:574] : INFO : Epoch 974 | loss: 0.000111854 | val_loss: 0.000150027 | Time: 2706.29 ms
[2020-12-09 12:29:17 main:574] : INFO : Epoch 975 | loss: 0.000153748 | val_loss: 0.000200601 | Time: 2640.64 ms
[2020-12-09 12:29:20 main:574] : INFO : Epoch 976 | loss: 0.000139096 | val_loss: 0.000141374 | Time: 2665.34 ms
[2020-12-09 12:29:23 main:574] : INFO : Epoch 977 | loss: 0.000112993 | val_loss: 0.000136796 | Time: 2671.04 ms
[2020-12-09 12:29:25 main:574] : INFO : Epoch 978 | loss: 0.000154128 | val_loss: 0.000252638 | Time: 2660.08 ms
[2020-12-09 12:29:28 main:574] : INFO : Epoch 979 | loss: 0.000159167 | val_loss: 0.000170803 | Time: 2630.44 ms
[2020-12-09 12:29:31 main:574] : INFO : Epoch 980 | loss: 0.000127022 | val_loss: 0.000134069 | Time: 2650.23 ms
[2020-12-09 12:29:33 main:574] : INFO : Epoch 981 | loss: 0.000110829 | val_loss: 0.000132132 | Time: 2662.62 ms
[2020-12-09 12:29:36 main:574] : INFO : Epoch 982 | loss: 0.000149956 | val_loss: 0.000212675 | Time: 2526.76 ms
[2020-12-09 12:29:39 main:574] : INFO : Epoch 983 | loss: 0.000143526 | val_loss: 0.000144782 | Time: 2707.12 ms
[2020-12-09 12:29:41 main:574] : INFO : Epoch 984 | loss: 0.000116045 | val_loss: 0.000134735 | Time: 2648.49 ms
[2020-12-09 12:29:44 main:574] : INFO : Epoch 985 | loss: 0.000109884 | val_loss: 0.000133573 | Time: 2635.96 ms
[2020-12-09 12:29:47 main:574] : INFO : Epoch 986 | loss: 0.000172855 | val_loss: 0.000221157 | Time: 2733.73 ms
[2020-12-09 12:29:49 main:574] : INFO : Epoch 987 | loss: 0.000201589 | val_loss: 0.000350447 | Time: 2686.92 ms
[2020-12-09 12:29:52 main:574] : INFO : Epoch 988 | loss: 0.000297278 | val_loss: 0.000208311 | Time: 2835.61 ms
[2020-12-09 12:29:55 main:574] : INFO : Epoch 989 | loss: 0.000163163 | val_loss: 0.00014832 | Time: 2626.83 ms
[2020-12-09 12:29:58 main:574] : INFO : Epoch 990 | loss: 0.000116541 | val_loss: 0.000134378 | Time: 2632.79 ms
[2020-12-09 12:30:00 main:574] : INFO : Epoch 991 | loss: 0.000107128 | val_loss: 0.000129398 | Time: 2702.66 ms
[2020-12-09 12:30:03 main:574] : INFO : Epoch 992 | loss: 0.000105468 | val_loss: 0.000129902 | Time: 2636.04 ms
[2020-12-09 12:30:06 main:574] : INFO : Epoch 993 | loss: 0.0002079 | val_loss: 0.000244286 | Time: 2716.15 ms
[2020-12-09 12:30:09 main:574] : INFO : Epoch 994 | loss: 0.000161285 | val_loss: 0.00015326 | Time: 2662.67 ms
[2020-12-09 12:30:11 main:574] : INFO : Epoch 995 | loss: 0.000119679 | val_loss: 0.00013743 | Time: 2673.41 ms
[2020-12-09 12:30:14 main:574] : INFO : Epoch 996 | loss: 0.000109069 | val_loss: 0.000131481 | Time: 2595.83 ms
[2020-12-09 12:30:17 main:574] : INFO : Epoch 997 | loss: 0.000115418 | val_loss: 0.000179646 | Time: 2700.81 ms
[2020-12-09 12:30:19 main:574] : INFO : Epoch 998 | loss: 0.000141014 | val_loss: 0.000145393 | Time: 2615.65 ms
[2020-12-09 12:30:22 main:574] : INFO : Epoch 999 | loss: 0.000112601 | val_loss: 0.000133437 | Time: 2580.14 ms
[2020-12-09 12:30:25 main:574] : INFO : Epoch 1000 | loss: 0.000107359 | val_loss: 0.000130605 | Time: 2589.59 ms
[2020-12-09 12:30:27 main:574] : INFO : Epoch 1001 | loss: 0.00015742 | val_loss: 0.0003265 | Time: 2638.53 ms
[2020-12-09 12:30:30 main:574] : INFO : Epoch 1002 | loss: 0.000181103 | val_loss: 0.000151315 | Time: 2542.1 ms
[2020-12-09 12:30:32 main:574] : INFO : Epoch 1003 | loss: 0.000124537 | val_loss: 0.000138846 | Time: 2621.96 ms
[2020-12-09 12:30:35 main:574] : INFO : Epoch 1004 | loss: 0.000110862 | val_loss: 0.000134734 | Time: 2678.84 ms
[2020-12-09 12:30:38 main:574] : INFO : Epoch 1005 | loss: 0.000126522 | val_loss: 0.00018264 | Time: 2579.47 ms
[2020-12-09 12:30:41 main:574] : INFO : Epoch 1006 | loss: 0.000133972 | val_loss: 0.000133983 | Time: 2678.47 ms
[2020-12-09 12:30:43 main:574] : INFO : Epoch 1007 | loss: 0.000113025 | val_loss: 0.000138369 | Time: 2638.5 ms
[2020-12-09 12:30:46 main:574] : INFO : Epoch 1008 | loss: 0.000130599 | val_loss: 0.000180825 | Time: 2552.54 ms
[2020-12-09 12:30:49 main:574] : INFO : Epoch 1009 | loss: 0.000139541 | val_loss: 0.000137668 | Time: 2650.81 ms
[2020-12-09 12:30:51 main:574] : INFO : Epoch 1010 | loss: 0.000114622 | val_loss: 0.000138192 | Time: 2786.21 ms
[2020-12-09 12:30:54 main:574] : INFO : Epoch 1011 | loss: 0.000140754 | val_loss: 0.000144574 | Time: 2587.33 ms
[2020-12-09 12:30:57 main:574] : INFO : Epoch 1012 | loss: 0.000122217 | val_loss: 0.000138291 | Time: 2697.02 ms
[2020-12-09 12:30:59 main:574] : INFO : Epoch 1013 | loss: 0.000119679 | val_loss: 0.000143659 | Time: 2604.06 ms
[2020-12-09 12:31:02 main:574] : INFO : Epoch 1014 | loss: 0.000178341 | val_loss: 0.000199255 | Time: 2644.97 ms
[2020-12-09 12:31:05 main:574] : INFO : Epoch 1015 | loss: 0.000138622 | val_loss: 0.000141088 | Time: 2715.65 ms
[2020-12-09 12:31:07 main:574] : INFO : Epoch 1016 | loss: 0.000113043 | val_loss: 0.00013133 | Time: 2616.03 ms
[2020-12-09 12:31:10 main:574] : INFO : Epoch 1017 | loss: 0.000120257 | val_loss: 0.000191462 | Time: 2679.95 ms
[2020-12-09 12:31:13 main:574] : INFO : Epoch 1018 | loss: 0.000141595 | val_loss: 0.000138654 | Time: 2654.05 ms
[2020-12-09 12:31:16 main:574] : INFO : Epoch 1019 | loss: 0.000113707 | val_loss: 0.00014441 | Time: 2635.6 ms
[2020-12-09 12:31:18 main:574] : INFO : Epoch 1020 | loss: 0.000147955 | val_loss: 0.000161702 | Time: 2693.44 ms
[2020-12-09 12:31:21 main:574] : INFO : Epoch 1021 | loss: 0.000126729 | val_loss: 0.000141328 | Time: 2668.98 ms
[2020-12-09 12:31:24 main:574] : INFO : Epoch 1022 | loss: 0.000113687 | val_loss: 0.000141813 | Time: 2656.64 ms
[2020-12-09 12:31:26 main:574] : INFO : Epoch 1023 | loss: 0.000220698 | val_loss: 0.000244351 | Time: 2640.23 ms
[2020-12-09 12:31:29 main:574] : INFO : Epoch 1024 | loss: 0.00017033 | val_loss: 0.000161656 | Time: 2576.59 ms
[2020-12-09 12:31:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000161656
[2020-12-09 12:31:29 main:603] : INFO : Saving end state to config to file
[2020-12-09 12:31:29 main:608] : INFO : Success, exiting..
12:31:29 (15284): 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)