Task 3325342
| Name | ParityModified-1605151001-27855-10_0 |
| Workunit | 1589125 |
| Created | 18 Dec 2020, 12:04:13 UTC |
| Sent | 20 Dec 2020, 13:15:00 UTC |
| Report deadline | 27 Dec 2020, 13:15:00 UTC |
| Received | 21 Dec 2020, 20:30:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5242 |
| Run time | 5 hours 5 min 20 sec |
| CPU time | 39 min 5 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,508.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 514 | loss: 0.0311893 | val_loss: 0.0311887 | Time: 2521.03 ms [2020-12-21 10:07:17 main:574] : INFO : Epoch 515 | loss: 0.0311908 | val_loss: 0.0311926 | Time: 2559.77 ms [2020-12-21 10:07:19 main:574] : INFO : Epoch 516 | loss: 0.0311901 | val_loss: 0.0311888 | Time: 2532.47 ms [2020-12-21 10:07:22 main:574] : INFO : Epoch 517 | loss: 0.0311895 | val_loss: 0.0311886 | Time: 2480.3 ms [2020-12-21 10:07:24 main:574] : INFO : Epoch 518 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 2513.8 ms [2020-12-21 10:07:27 main:574] : INFO : Epoch 519 | loss: 0.0311883 | val_loss: 0.0311879 | Time: 2579.97 ms [2020-12-21 10:07:29 main:574] : INFO : Epoch 520 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 2483.96 ms [2020-12-21 10:07:32 main:574] : INFO : Epoch 521 | loss: 0.0311887 | val_loss: 0.0311912 | Time: 2507.23 ms [2020-12-21 10:07:34 main:574] : INFO : Epoch 522 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 2469.21 ms [2020-12-21 10:07:37 main:574] : INFO : Epoch 523 | loss: 0.0311885 | val_loss: 0.0311884 | Time: 2575.02 ms [2020-12-21 10:07:39 main:574] : INFO : Epoch 524 | loss: 0.0311899 | val_loss: 0.0311883 | Time: 2509.54 ms [2020-12-21 10:07:42 main:574] : INFO : Epoch 525 | loss: 0.031188 | val_loss: 0.0311873 | Time: 2507.36 ms [2020-12-21 10:07:44 main:574] : INFO : Epoch 526 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 2496.3 ms [2020-12-21 10:07:47 main:574] : INFO : Epoch 527 | loss: 0.031188 | val_loss: 0.0311864 | Time: 2538.64 ms [2020-12-21 10:07:49 main:574] : INFO : Epoch 528 | loss: 0.031186 | val_loss: 0.0311869 | Time: 2513.16 ms [2020-12-21 10:07:52 main:574] : INFO : Epoch 529 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2496.12 ms [2020-12-21 10:07:54 main:574] : INFO : Epoch 530 | loss: 0.0311877 | val_loss: 0.0311939 | Time: 2502.5 ms [2020-12-21 10:07:57 main:574] : INFO : Epoch 531 | loss: 0.031189 | val_loss: 0.0311898 | Time: 2602.11 ms [2020-12-21 10:08:00 main:574] : INFO : Epoch 532 | loss: 0.0311881 | val_loss: 0.0311868 | Time: 2560.46 ms [2020-12-21 10:08:02 main:574] : INFO : Epoch 533 | loss: 0.031188 | val_loss: 0.031189 | Time: 2578.88 ms [2020-12-21 10:08:05 main:574] : INFO : Epoch 534 | loss: 0.0311928 | val_loss: 0.0311923 | Time: 2538.58 ms [2020-12-21 10:08:07 main:574] : INFO : Epoch 535 | loss: 0.0311929 | val_loss: 0.0311925 | Time: 2608.57 ms [2020-12-21 10:08:10 main:574] : INFO : Epoch 536 | loss: 0.0311919 | val_loss: 0.0311899 | Time: 2518.59 ms [2020-12-21 10:08:12 main:574] : INFO : Epoch 537 | loss: 0.0311913 | val_loss: 0.0311894 | Time: 2477.84 ms [2020-12-21 10:08:15 main:574] : INFO : Epoch 538 | loss: 0.0311911 | val_loss: 0.0311911 | Time: 2511.38 ms [2020-12-21 10:08:17 main:574] : INFO : Epoch 539 | loss: 0.0311913 | val_loss: 0.0311929 | Time: 2590.43 ms [2020-12-21 10:08:20 main:574] : INFO : Epoch 540 | loss: 0.0311911 | val_loss: 0.0311899 | Time: 2459.49 ms [2020-12-21 10:08:22 main:574] : INFO : Epoch 541 | loss: 0.0311905 | val_loss: 0.031192 | Time: 2503.15 ms [2020-12-21 10:08:25 main:574] : INFO : Epoch 542 | loss: 0.0311929 | val_loss: 0.0311924 | Time: 2526.34 ms [2020-12-21 10:08:28 main:574] : INFO : Epoch 543 | loss: 0.0311924 | val_loss: 0.03119 | Time: 2585.84 ms [2020-12-21 10:08:30 main:574] : INFO : Epoch 544 | loss: 0.031191 | val_loss: 0.0311924 | Time: 2558.61 ms [2020-12-21 10:08:33 main:574] : INFO : Epoch 545 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 2505.96 ms [2020-12-21 10:08:35 main:574] : INFO : Epoch 546 | loss: 0.0311924 | val_loss: 0.0311895 | Time: 2471.63 ms [2020-12-21 10:08:38 main:574] : INFO : Epoch 547 | loss: 0.031191 | val_loss: 0.0311902 | Time: 2564.81 ms [2020-12-21 10:08:40 main:574] : INFO : Epoch 548 | loss: 0.0311906 | val_loss: 0.0311914 | Time: 2502.42 ms [2020-12-21 10:08:43 main:574] : INFO : Epoch 549 | loss: 0.0311954 | val_loss: 0.0311937 | Time: 2460.25 ms [2020-12-21 10:08:45 main:574] : INFO : Epoch 550 | loss: 0.0311908 | val_loss: 0.0311889 | Time: 2489.14 ms [2020-12-21 10:08:49 main:574] : INFO : Epoch 551 | loss: 0.0311915 | val_loss: 0.0311896 | Time: 3504.62 ms [2020-12-21 10:09:03 main:574] : INFO : Epoch 552 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 14363.6 ms [2020-12-21 10:09:06 main:574] : INFO : Epoch 553 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 2669.18 ms [2020-12-21 10:09:09 main:574] : INFO : Epoch 554 | loss: 0.0311887 | val_loss: 0.0311877 | Time: 2823.34 ms [2020-12-21 10:09:11 main:574] : INFO : Epoch 555 | loss: 0.0311892 | val_loss: 0.0311931 | Time: 2663.79 ms [2020-12-21 10:09:14 main:574] : INFO : Epoch 556 | loss: 0.0311924 | val_loss: 0.0311874 | Time: 2815.6 ms [2020-12-21 10:09:17 main:574] : INFO : Epoch 557 | loss: 0.03119 | val_loss: 0.0311902 | Time: 2667.25 ms [2020-12-21 10:09:19 main:574] : INFO : Epoch 558 | loss: 0.0311886 | val_loss: 0.0311873 | Time: 2759.93 ms [2020-12-21 10:09:22 main:574] : INFO : Epoch 559 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 2493.02 ms [2020-12-21 10:09:24 main:574] : INFO : Epoch 560 | loss: 0.0311879 | val_loss: 0.0311891 | Time: 2505.34 ms [2020-12-21 10:09:27 main:574] : INFO : Epoch 561 | loss: 0.0311883 | val_loss: 0.0311892 | Time: 2488.32 ms [2020-12-21 10:09:30 main:574] : INFO : Epoch 562 | loss: 0.0311885 | val_loss: 0.0311885 | Time: 2582.98 ms [2020-12-21 10:09:32 main:574] : INFO : Epoch 563 | loss: 0.0311874 | val_loss: 0.0311874 | Time: 2500.73 ms [2020-12-21 10:09:35 main:574] : INFO : Epoch 564 | loss: 0.031188 | val_loss: 0.0311903 | Time: 2527.21 ms [2020-12-21 10:09:38 main:574] : INFO : Epoch 565 | loss: 0.0311901 | val_loss: 0.0311965 | Time: 3042.22 ms [2020-12-21 10:09:40 main:574] : INFO : Epoch 566 | loss: 0.0311897 | val_loss: 0.0311876 | Time: 2626.36 ms [2020-12-21 10:09:43 main:574] : INFO : Epoch 567 | loss: 0.031188 | val_loss: 0.0311876 | Time: 2515.31 ms [2020-12-21 10:09:45 main:574] : INFO : Epoch 568 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 2556.03 ms [2020-12-21 10:09:48 main:574] : INFO : Epoch 569 | loss: 0.0311888 | val_loss: 0.0311916 | Time: 2475.23 ms [2020-12-21 10:09:50 main:574] : INFO : Epoch 570 | loss: 0.0311882 | val_loss: 0.0311873 | Time: 2565.89 ms [2020-12-21 10:09:53 main:574] : INFO : Epoch 571 | loss: 0.0311877 | val_loss: 0.0311881 | Time: 2502.34 ms [2020-12-21 10:09:55 main:574] : INFO : Epoch 572 | loss: 0.0311872 | val_loss: 0.0311871 | Time: 2556.61 ms [2020-12-21 10:10:10 main:574] : INFO : Epoch 573 | loss: 0.0311884 | val_loss: 0.0311933 | Time: 14652.8 ms [2020-12-21 10:10:13 main:574] : INFO : Epoch 574 | loss: 0.0311888 | val_loss: 0.0311882 | Time: 2694.29 ms [2020-12-21 10:10:15 main:574] : INFO : Epoch 575 | loss: 0.0311885 | val_loss: 0.0311901 | Time: 2498.39 ms [2020-12-21 10:10:18 main:574] : INFO : Epoch 576 | loss: 0.0311881 | val_loss: 0.0311906 | Time: 2488.63 ms [2020-12-21 10:10:20 main:574] : INFO : Epoch 577 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 2541.29 ms [2020-12-21 10:10:23 main:574] : INFO : Epoch 578 | loss: 0.0311878 | val_loss: 0.0311891 | Time: 2581.2 ms [2020-12-21 10:10:25 main:574] : INFO : Epoch 579 | loss: 0.031187 | val_loss: 0.0311864 | Time: 2482.35 ms [2020-12-21 10:10:28 main:574] : INFO : Epoch 580 | loss: 0.0311874 | val_loss: 0.0311892 | Time: 2485.85 ms [2020-12-21 10:10:30 main:574] : INFO : Epoch 581 | loss: 0.0311883 | val_loss: 0.0311887 | Time: 2504.19 ms [2020-12-21 10:10:33 main:574] : INFO : Epoch 582 | loss: 0.0311885 | val_loss: 0.0311873 | Time: 2540.4 ms [2020-12-21 10:10:36 main:574] : INFO : Epoch 583 | loss: 0.0311888 | val_loss: 0.0311879 | Time: 2506.25 ms [2020-12-21 10:10:38 main:574] : INFO : Epoch 584 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 2469.18 ms [2020-12-21 10:10:41 main:574] : INFO : Epoch 585 | loss: 0.0311874 | val_loss: 0.0311865 | Time: 2492.69 ms [2020-12-21 10:10:43 main:574] : INFO : Epoch 586 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 2610.43 ms [2020-12-21 10:10:46 main:574] : INFO : Epoch 587 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2528.94 ms [2020-12-21 10:10:48 main:574] : INFO : Epoch 588 | loss: 0.0311873 | val_loss: 0.031186 | Time: 2468.83 ms [2020-12-21 10:10:51 main:574] : INFO : Epoch 589 | loss: 0.031186 | val_loss: 0.0311857 | Time: 2852.34 ms [2020-12-21 10:10:53 main:574] : INFO : Epoch 590 | loss: 0.0311871 | val_loss: 0.0311872 | Time: 2493.49 ms [2020-12-21 10:10:56 main:574] : INFO : Epoch 591 | loss: 0.0311857 | val_loss: 0.0311861 | Time: 2471.09 ms [2020-12-21 10:10:59 main:574] : INFO : Epoch 592 | loss: 0.0311869 | val_loss: 0.0311902 | Time: 2997.08 ms [2020-12-21 10:11:03 main:574] : INFO : Epoch 593 | loss: 0.0311874 | val_loss: 0.0311869 | Time: 3791.19 ms [2020-12-21 10:11:06 main:574] : INFO : Epoch 594 | loss: 0.0311866 | val_loss: 0.0311895 | Time: 3129.75 ms [2020-12-21 10:11:09 main:574] : INFO : Epoch 595 | loss: 0.0311876 | val_loss: 0.0311869 | Time: 3249.42 ms [2020-12-21 10:11:13 main:574] : INFO : Epoch 596 | loss: 0.0311875 | val_loss: 0.031187 | Time: 3592.05 ms [2020-12-21 10:11:20 main:574] : INFO : Epoch 597 | loss: 0.031188 | val_loss: 0.0311873 | Time: 6743.46 ms [2020-12-21 10:11:22 main:574] : INFO : Epoch 598 | loss: 0.0311863 | val_loss: 0.0311867 | Time: 2909.81 ms [2020-12-21 10:11:28 main:574] : INFO : Epoch 599 | loss: 0.0311856 | val_loss: 0.0311866 | Time: 5688.72 ms [2020-12-21 10:11:31 main:574] : INFO : Epoch 600 | loss: 0.0311846 | val_loss: 0.0311864 | Time: 2485.29 ms [2020-12-21 10:11:34 main:574] : INFO : Epoch 601 | loss: 0.031186 | val_loss: 0.0311864 | Time: 2993.05 ms [2020-12-21 10:11:36 main:574] : INFO : Epoch 602 | loss: 0.031186 | val_loss: 0.031188 | Time: 2761.72 ms [2020-12-21 10:11:39 main:574] : INFO : Epoch 603 | loss: 0.0311865 | val_loss: 0.0311876 | Time: 2742.7 ms [2020-12-21 10:11:49 main:574] : INFO : Epoch 604 | loss: 0.0311863 | val_loss: 0.0311888 | Time: 9967.01 ms [2020-12-21 10:11:58 main:574] : INFO : Epoch 605 | loss: 0.0311861 | val_loss: 0.0311862 | Time: 3599.38 ms [2020-12-21 10:12:01 main:574] : INFO : Epoch 606 | loss: 0.031185 | val_loss: 0.0311917 | Time: 2866.13 ms [2020-12-21 10:12:04 main:574] : INFO : Epoch 607 | loss: 0.0311867 | val_loss: 0.0311886 | Time: 2760.55 ms [2020-12-21 10:12:14 main:574] : INFO : Epoch 608 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 9827.29 ms [2020-12-21 10:12:25 main:574] : INFO : Epoch 609 | loss: 0.0311855 | val_loss: 0.0311872 | Time: 11008.9 ms [2020-12-21 10:12:28 main:574] : INFO : Epoch 610 | loss: 0.0311878 | val_loss: 0.0311907 | Time: 3743.6 ms [2020-12-21 10:12:32 main:574] : INFO : Epoch 611 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 3420.05 ms [2020-12-21 10:12:35 main:574] : INFO : Epoch 612 | loss: 0.031192 | val_loss: 0.0311877 | Time: 3128.42 ms [2020-12-21 10:12:38 main:574] : INFO : Epoch 613 | loss: 0.0311865 | val_loss: 0.0311893 | Time: 3149.93 ms [2020-12-21 10:12:41 main:574] : INFO : Epoch 614 | loss: 0.0311869 | val_loss: 0.0311863 | Time: 2993.98 ms [2020-12-21 10:12:45 main:574] : INFO : Epoch 615 | loss: 0.0311894 | val_loss: 0.031188 | Time: 3607.42 ms [2020-12-21 10:12:48 main:574] : INFO : Epoch 616 | loss: 0.0311865 | val_loss: 0.0311876 | Time: 3165.45 ms [2020-12-21 10:12:51 main:574] : INFO : Epoch 617 | loss: 0.031185 | val_loss: 0.0311856 | Time: 3007.5 ms [2020-12-21 10:12:54 main:574] : INFO : Epoch 618 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 2901.91 ms [2020-12-21 10:12:57 main:574] : INFO : Epoch 619 | loss: 0.031186 | val_loss: 0.0311853 | Time: 2994.44 ms [2020-12-21 10:13:01 main:574] : INFO : Epoch 620 | loss: 0.0311857 | val_loss: 0.0311875 | Time: 4130.65 ms [2020-12-21 10:13:05 main:574] : INFO : Epoch 621 | loss: 0.0311846 | val_loss: 0.0311871 | Time: 3478.26 ms [2020-12-21 10:13:08 main:574] : INFO : Epoch 622 | loss: 0.0311845 | val_loss: 0.0311875 | Time: 3031.24 ms [2020-12-21 10:13:11 main:574] : INFO : Epoch 623 | loss: 0.031185 | val_loss: 0.0311863 | Time: 2956.02 ms [2020-12-21 10:13:15 main:574] : INFO : Epoch 624 | loss: 0.0311876 | val_loss: 0.031191 | Time: 4296.7 ms [2020-12-21 10:13:18 main:574] : INFO : Epoch 625 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 3265.27 ms [2020-12-21 10:13:21 main:574] : INFO : Epoch 626 | loss: 0.0311854 | val_loss: 0.0311875 | Time: 3147.11 ms [2020-12-21 10:13:25 main:574] : INFO : Epoch 627 | loss: 0.0311876 | val_loss: 0.0311855 | Time: 3115.6 ms [2020-12-21 10:13:30 main:574] : INFO : Epoch 628 | loss: 0.0311852 | val_loss: 0.031186 | Time: 5060.51 ms [2020-12-21 10:13:33 main:574] : INFO : Epoch 629 | loss: 0.0311846 | val_loss: 0.031188 | Time: 3520.09 ms [2020-12-21 10:13:37 main:574] : INFO : Epoch 630 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 4227.82 ms [2020-12-21 10:13:41 main:574] : INFO : Epoch 631 | loss: 0.0311843 | val_loss: 0.0311852 | Time: 3854.33 ms [2020-12-21 10:13:48 main:574] : INFO : Epoch 632 | loss: 0.0311864 | val_loss: 0.0311895 | Time: 6391.68 ms [2020-12-21 10:13:51 main:574] : INFO : Epoch 633 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 3244.76 ms [2020-12-21 10:13:54 main:574] : INFO : Epoch 634 | loss: 0.0311841 | val_loss: 0.0311861 | Time: 2839.56 ms [2020-12-21 10:13:57 main:574] : INFO : Epoch 635 | loss: 0.0311842 | val_loss: 0.0311865 | Time: 2923.98 ms [2020-12-21 10:14:09 main:574] : INFO : Epoch 636 | loss: 0.0311858 | val_loss: 0.0311896 | Time: 11985.3 ms [2020-12-21 10:14:16 main:574] : INFO : Epoch 637 | loss: 0.0311877 | val_loss: 0.0311911 | Time: 7202.31 ms [2020-12-21 10:14:19 main:574] : INFO : Epoch 638 | loss: 0.0311895 | val_loss: 0.0311891 | Time: 3237.12 ms [2020-12-21 10:14:22 main:574] : INFO : Epoch 639 | loss: 0.0311859 | val_loss: 0.0311887 | Time: 3141.04 ms [2020-12-21 10:14:26 main:574] : INFO : Epoch 640 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 3250.26 ms [2020-12-21 10:14:31 main:574] : INFO : Epoch 641 | loss: 0.0311869 | val_loss: 0.0311864 | Time: 5703.97 ms [2020-12-21 10:14:35 main:574] : INFO : Epoch 642 | loss: 0.0311859 | val_loss: 0.0311871 | Time: 3432.92 ms [2020-12-21 10:14:38 main:574] : INFO : Epoch 643 | loss: 0.0311858 | val_loss: 0.0311851 | Time: 3012.29 ms [2020-12-21 10:14:41 main:574] : INFO : Epoch 644 | loss: 0.0311835 | val_loss: 0.0311866 | Time: 3018.49 ms [2020-12-21 10:14:44 main:574] : INFO : Epoch 645 | loss: 0.0311847 | val_loss: 0.0311854 | Time: 2902.59 ms [2020-12-21 10:14:47 main:574] : INFO : Epoch 646 | loss: 0.0311836 | val_loss: 0.0311853 | Time: 2881.44 ms [2020-12-21 10:15:01 main:574] : INFO : Epoch 647 | loss: 0.0311859 | val_loss: 0.0311867 | Time: 14543.1 ms [2020-12-21 10:18:48 main:574] : INFO : Epoch 648 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 226782 ms [2020-12-21 10:19:12 main:574] : INFO : Epoch 649 | loss: 0.0311856 | val_loss: 0.0311864 | Time: 23505.8 ms [2020-12-21 10:19:14 main:574] : INFO : Epoch 650 | loss: 0.0311857 | val_loss: 0.0311881 | Time: 2509.53 ms [2020-12-21 10:19:18 main:574] : INFO : Epoch 651 | loss: 0.0311867 | val_loss: 0.031188 | Time: 4129.92 ms [2020-12-21 10:19:21 main:574] : INFO : Epoch 652 | loss: 0.0311862 | val_loss: 0.0311845 | Time: 2617.35 ms [2020-12-21 10:19:24 main:574] : INFO : Epoch 653 | loss: 0.0311855 | val_loss: 0.0311852 | Time: 2728.66 ms [2020-12-21 10:19:26 main:574] : INFO : Epoch 654 | loss: 0.031185 | val_loss: 0.0311858 | Time: 2601.53 ms [2020-12-21 10:19:29 main:574] : INFO : Epoch 655 | loss: 0.0311857 | val_loss: 0.0311894 | Time: 2459.37 ms [2020-12-21 10:19:31 main:574] : INFO : Epoch 656 | loss: 0.0311869 | val_loss: 0.0311887 | Time: 2466.78 ms [2020-12-21 10:19:34 main:574] : INFO : Epoch 657 | loss: 0.0311853 | val_loss: 0.0311852 | Time: 2628.58 ms [2020-12-21 10:19:36 main:574] : INFO : Epoch 658 | loss: 0.0311839 | val_loss: 0.0311851 | Time: 2489.84 ms [2020-12-21 10:19:39 main:574] : INFO : Epoch 659 | loss: 0.0311842 | val_loss: 0.0311906 | Time: 2582.19 ms [2020-12-21 10:19:41 main:574] : INFO : Epoch 660 | loss: 0.0311857 | val_loss: 0.0311879 | Time: 2619.39 ms [2020-12-21 10:19:44 main:574] : INFO : Epoch 661 | loss: 0.0311873 | val_loss: 0.0311868 | Time: 2480.98 ms [2020-12-21 10:19:46 main:574] : INFO : Epoch 662 | loss: 0.0311858 | val_loss: 0.0311867 | Time: 2473.91 ms [2020-12-21 10:19:49 main:574] : INFO : Epoch 663 | loss: 0.0311854 | val_loss: 0.0311879 | Time: 2473.24 ms [2020-12-21 10:19:51 main:574] : INFO : Epoch 664 | loss: 0.0311865 | val_loss: 0.0311857 | Time: 2466.98 ms [2020-12-21 10:19:54 main:574] : INFO : Epoch 665 | loss: 0.031185 | val_loss: 0.0311844 | Time: 2479.22 ms [2020-12-21 10:19:56 main:574] : INFO : Epoch 666 | loss: 0.0311845 | val_loss: 0.0311906 | Time: 2476.22 ms [2020-12-21 10:19:59 main:574] : INFO : Epoch 667 | loss: 0.0311875 | val_loss: 0.0311861 | Time: 2479.74 ms [2020-12-21 10:20:01 main:574] : INFO : Epoch 668 | loss: 0.0311847 | val_loss: 0.0311843 | Time: 2474.76 ms [2020-12-21 10:20:04 main:574] : INFO : Epoch 669 | loss: 0.031183 | val_loss: 0.0311836 | Time: 2496.11 ms [2020-12-21 10:20:06 main:574] : INFO : Epoch 670 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 2467.04 ms [2020-12-21 10:20:09 main:574] : INFO : Epoch 671 | loss: 0.031183 | val_loss: 0.0311834 | Time: 2469.69 ms [2020-12-21 10:20:11 main:574] : INFO : Epoch 672 | loss: 0.031183 | val_loss: 0.0311856 | Time: 2467.96 ms [2020-12-21 10:20:14 main:574] : INFO : Epoch 673 | loss: 0.031184 | val_loss: 0.0311858 | Time: 2474.26 ms [2020-12-21 10:20:16 main:574] : INFO : Epoch 674 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 2467.33 ms [2020-12-21 10:20:19 main:574] : INFO : Epoch 675 | loss: 0.0311828 | val_loss: 0.0311893 | Time: 2473.46 ms [2020-12-21 10:20:21 main:574] : INFO : Epoch 676 | loss: 0.0311838 | val_loss: 0.0311837 | Time: 2473.12 ms [2020-12-21 10:20:24 main:574] : INFO : Epoch 677 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 2471.16 ms [2020-12-21 10:20:26 main:574] : INFO : Epoch 678 | loss: 0.0311852 | val_loss: 0.0311905 | Time: 2469.31 ms [2020-12-21 10:20:28 main:574] : INFO : Epoch 679 | loss: 0.0311852 | val_loss: 0.0311868 | Time: 2473.51 ms [2020-12-21 10:20:31 main:574] : INFO : Epoch 680 | loss: 0.0311827 | val_loss: 0.0311829 | Time: 2467.65 ms [2020-12-21 10:20:33 main:574] : INFO : Epoch 681 | loss: 0.0311825 | val_loss: 0.0311873 | Time: 2477.4 ms [2020-12-21 10:20:36 main:574] : INFO : Epoch 682 | loss: 0.0311841 | val_loss: 0.0311841 | Time: 2476.28 ms [2020-12-21 10:20:38 main:574] : INFO : Epoch 683 | loss: 0.0311821 | val_loss: 0.0311853 | Time: 2477.01 ms [2020-12-21 10:20:41 main:574] : INFO : Epoch 684 | loss: 0.0311836 | val_loss: 0.0311849 | Time: 2468.22 ms [2020-12-21 10:20:43 main:574] : INFO : Epoch 685 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 2486.14 ms [2020-12-21 10:20:46 main:574] : INFO : Epoch 686 | loss: 0.0311824 | val_loss: 0.0311838 | Time: 2470.28 ms [2020-12-21 10:20:48 main:574] : INFO : Epoch 687 | loss: 0.0311832 | val_loss: 0.0311839 | Time: 2472.64 ms [2020-12-21 10:20:51 main:574] : INFO : Epoch 688 | loss: 0.0311831 | val_loss: 0.0311839 | Time: 2465.68 ms [2020-12-21 10:20:53 main:574] : INFO : Epoch 689 | loss: 0.0311821 | val_loss: 0.0311836 | Time: 2487.72 ms [2020-12-21 10:20:56 main:574] : INFO : Epoch 690 | loss: 0.0311814 | val_loss: 0.031185 | Time: 2470.25 ms [2020-12-21 10:20:58 main:574] : INFO : Epoch 691 | loss: 0.0311812 | val_loss: 0.0311843 | Time: 2472.07 ms [2020-12-21 10:21:01 main:574] : INFO : Epoch 692 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 2473.28 ms [2020-12-21 10:21:03 main:574] : INFO : Epoch 693 | loss: 0.0311825 | val_loss: 0.0311857 | Time: 2477.92 ms [2020-12-21 10:21:06 main:574] : INFO : Epoch 694 | loss: 0.0311823 | val_loss: 0.0311895 | Time: 2469.42 ms [2020-12-21 10:21:08 main:574] : INFO : Epoch 695 | loss: 0.0311825 | val_loss: 0.0311847 | Time: 2469.47 ms [2020-12-21 10:21:11 main:574] : INFO : Epoch 696 | loss: 0.0311828 | val_loss: 0.0311894 | Time: 2472.33 ms [2020-12-21 10:21:13 main:574] : INFO : Epoch 697 | loss: 0.0311841 | val_loss: 0.0311852 | Time: 2475.82 ms [2020-12-21 10:21:16 main:574] : INFO : Epoch 698 | loss: 0.031182 | val_loss: 0.0311883 | Time: 2477.82 ms [2020-12-21 10:21:18 main:574] : INFO : Epoch 699 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 2477.74 ms [2020-12-21 10:21:21 main:574] : INFO : Epoch 700 | loss: 0.0311806 | val_loss: 0.0311846 | Time: 2472.22 ms [2020-12-21 10:21:23 main:574] : INFO : Epoch 701 | loss: 0.031184 | val_loss: 0.0311898 | Time: 2472.66 ms [2020-12-21 10:21:26 main:574] : INFO : Epoch 702 | loss: 0.0311828 | val_loss: 0.0311845 | Time: 2480.37 ms [2020-12-21 10:21:28 main:574] : INFO : Epoch 703 | loss: 0.0311815 | val_loss: 0.0311849 | Time: 2468.62 ms [2020-12-21 10:21:31 main:574] : INFO : Epoch 704 | loss: 0.0311822 | val_loss: 0.0311855 | Time: 2504.03 ms [2020-12-21 10:21:33 main:574] : INFO : Epoch 705 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 2543.82 ms [2020-12-21 10:21:36 main:574] : INFO : Epoch 706 | loss: 0.0311816 | val_loss: 0.0311879 | Time: 2469.83 ms [2020-12-21 10:21:38 main:574] : INFO : Epoch 707 | loss: 0.0311819 | val_loss: 0.0311869 | Time: 2472.42 ms [2020-12-21 10:21:40 main:574] : INFO : Epoch 708 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 2469.04 ms [2020-12-21 10:21:43 main:574] : INFO : Epoch 709 | loss: 0.031182 | val_loss: 0.0311854 | Time: 2472.4 ms [2020-12-21 10:21:45 main:574] : INFO : Epoch 710 | loss: 0.0311809 | val_loss: 0.0311859 | Time: 2491.17 ms [2020-12-21 10:21:48 main:574] : INFO : Epoch 711 | loss: 0.0311808 | val_loss: 0.0311848 | Time: 2471.77 ms [2020-12-21 10:21:50 main:574] : INFO : Epoch 712 | loss: 0.0311809 | val_loss: 0.0311858 | Time: 2471.29 ms [2020-12-21 10:21:53 main:574] : INFO : Epoch 713 | loss: 0.0311804 | val_loss: 0.0311863 | Time: 2478.04 ms [2020-12-21 10:21:55 main:574] : INFO : Epoch 714 | loss: 0.0311834 | val_loss: 0.0311877 | Time: 2478.84 ms [2020-12-21 10:21:58 main:574] : INFO : Epoch 715 | loss: 0.031183 | val_loss: 0.0311879 | Time: 2468.34 ms [2020-12-21 10:22:00 main:574] : INFO : Epoch 716 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 2476.03 ms [2020-12-21 10:22:03 main:574] : INFO : Epoch 717 | loss: 0.0311826 | val_loss: 0.0311863 | Time: 2478 ms [2020-12-21 10:22:05 main:574] : INFO : Epoch 718 | loss: 0.031182 | val_loss: 0.0311845 | Time: 2467.03 ms [2020-12-21 10:22:08 main:574] : INFO : Epoch 719 | loss: 0.031181 | val_loss: 0.0311857 | Time: 2467.03 ms [2020-12-21 10:22:10 main:574] : INFO : Epoch 720 | loss: 0.0311806 | val_loss: 0.0311836 | Time: 2471.71 ms [2020-12-21 10:22:13 main:574] : INFO : Epoch 721 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 2466.83 ms [2020-12-21 10:22:15 main:574] : INFO : Epoch 722 | loss: 0.0311802 | val_loss: 0.0311844 | Time: 2470.12 ms [2020-12-21 10:22:18 main:574] : INFO : Epoch 723 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 2465.39 ms [2020-12-21 10:22:20 main:574] : INFO : Epoch 724 | loss: 0.0311807 | val_loss: 0.0311857 | Time: 2474.92 ms [2020-12-21 10:22:23 main:574] : INFO : Epoch 725 | loss: 0.0311811 | val_loss: 0.0311851 | Time: 2466.54 ms [2020-12-21 10:22:25 main:574] : INFO : Epoch 726 | loss: 0.0311834 | val_loss: 0.0311863 | Time: 2479.02 ms [2020-12-21 10:22:28 main:574] : INFO : Epoch 727 | loss: 0.0311815 | val_loss: 0.0311861 | Time: 2471.86 ms [2020-12-21 10:22:30 main:574] : INFO : Epoch 728 | loss: 0.0311796 | val_loss: 0.0311846 | Time: 2480.05 ms [2020-12-21 10:22:33 main:574] : INFO : Epoch 729 | loss: 0.0311813 | val_loss: 0.0311906 | Time: 2471 ms [2020-12-21 10:22:35 main:574] : INFO : Epoch 730 | loss: 0.0311821 | val_loss: 0.0311844 | Time: 2477.07 ms [2020-12-21 10:22:37 main:574] : INFO : Epoch 731 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2471.35 ms [2020-12-21 10:22:40 main:574] : INFO : Epoch 732 | loss: 0.0311802 | val_loss: 0.0311846 | Time: 2478.32 ms [2020-12-21 10:22:42 main:574] : INFO : Epoch 733 | loss: 0.031181 | val_loss: 0.0311879 | Time: 2471.39 ms [2020-12-21 10:22:45 main:574] : INFO : Epoch 734 | loss: 0.0311798 | val_loss: 0.0311835 | Time: 2473.26 ms [2020-12-21 10:22:47 main:574] : INFO : Epoch 735 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 2471.7 ms [2020-12-21 10:22:50 main:574] : INFO : Epoch 736 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2475.32 ms [2020-12-21 10:22:52 main:574] : INFO : Epoch 737 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 2468.78 ms [2020-12-21 10:22:55 main:574] : INFO : Epoch 738 | loss: 0.0311782 | val_loss: 0.0311826 | Time: 2476.43 ms [2020-12-21 10:22:57 main:574] : INFO : Epoch 739 | loss: 0.0311773 | val_loss: 0.0311826 | Time: 2469.74 ms [2020-12-21 10:23:00 main:574] : INFO : Epoch 740 | loss: 0.0311779 | val_loss: 0.0311846 | Time: 2477.85 ms [2020-12-21 10:23:02 main:574] : INFO : Epoch 741 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 2470.48 ms [2020-12-21 10:23:05 main:574] : INFO : Epoch 742 | loss: 0.031177 | val_loss: 0.0311835 | Time: 2491.81 ms [2020-12-21 10:23:07 main:574] : INFO : Epoch 743 | loss: 0.0311797 | val_loss: 0.0311878 | Time: 2515.88 ms [2020-12-21 10:23:11 main:574] : INFO : Epoch 744 | loss: 0.0311803 | val_loss: 0.0311854 | Time: 3557.88 ms [2020-12-21 10:23:13 main:574] : INFO : Epoch 745 | loss: 0.0311782 | val_loss: 0.0311896 | Time: 2473.38 ms [2020-12-21 10:23:16 main:574] : INFO : Epoch 746 | loss: 0.0311787 | val_loss: 0.0311846 | Time: 2463.04 ms [2020-12-21 10:23:18 main:574] : INFO : Epoch 747 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 2470.09 ms [2020-12-21 10:23:21 main:574] : INFO : Epoch 748 | loss: 0.0311768 | val_loss: 0.0311844 | Time: 2728.92 ms [2020-12-21 10:23:24 main:574] : INFO : Epoch 749 | loss: 0.0311767 | val_loss: 0.0311849 | Time: 2610.88 ms [2020-12-21 10:23:26 main:574] : INFO : Epoch 750 | loss: 0.0311783 | val_loss: 0.0311842 | Time: 2546.1 ms [2020-12-21 10:23:29 main:574] : INFO : Epoch 751 | loss: 0.0311788 | val_loss: 0.0311837 | Time: 2468.25 ms [2020-12-21 10:23:31 main:574] : INFO : Epoch 752 | loss: 0.031178 | val_loss: 0.0311832 | Time: 2465.88 ms [2020-12-21 10:23:34 main:574] : INFO : Epoch 753 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 2468.88 ms [2020-12-21 10:23:36 main:574] : INFO : Epoch 754 | loss: 0.0311804 | val_loss: 0.0311868 | Time: 2469.9 ms [2020-12-21 10:23:39 main:574] : INFO : Epoch 755 | loss: 0.0311831 | val_loss: 0.0311841 | Time: 2469.66 ms [2020-12-21 10:23:41 main:574] : INFO : Epoch 756 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 2472.57 ms [2020-12-21 10:23:44 main:574] : INFO : Epoch 757 | loss: 0.0311828 | val_loss: 0.0311848 | Time: 2482.44 ms [2020-12-21 10:23:46 main:574] : INFO : Epoch 758 | loss: 0.0311834 | val_loss: 0.0311845 | Time: 2484.64 ms [2020-12-21 10:23:49 main:574] : INFO : Epoch 759 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 2567.31 ms [2020-12-21 10:23:51 main:574] : INFO : Epoch 760 | loss: 0.031182 | val_loss: 0.0311839 | Time: 2517.85 ms [2020-12-21 10:23:54 main:574] : INFO : Epoch 761 | loss: 0.0311813 | val_loss: 0.0311855 | Time: 2455.95 ms [2020-12-21 10:23:56 main:574] : INFO : Epoch 762 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 2535.29 ms [2020-12-21 10:24:18 main:574] : INFO : Epoch 763 | loss: 0.0311825 | val_loss: 0.0311852 | Time: 21840.7 ms [2020-12-21 10:24:27 main:574] : INFO : Epoch 764 | loss: 0.0311821 | val_loss: 0.0311841 | Time: 8640.69 ms [2020-12-21 10:24:29 main:574] : INFO : Epoch 765 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 2445.26 ms [2020-12-21 10:24:32 main:574] : INFO : Epoch 766 | loss: 0.031179 | val_loss: 0.0311832 | Time: 2443.88 ms [2020-12-21 10:24:35 main:574] : INFO : Epoch 767 | loss: 0.0311799 | val_loss: 0.0311834 | Time: 3666.18 ms [2020-12-21 10:24:38 main:574] : INFO : Epoch 768 | loss: 0.0311803 | val_loss: 0.031184 | Time: 3013.63 ms [2020-12-21 10:24:41 main:574] : INFO : Epoch 769 | loss: 0.0311812 | val_loss: 0.0311869 | Time: 3035.95 ms [2020-12-21 10:24:45 main:574] : INFO : Epoch 770 | loss: 0.0311803 | val_loss: 0.0311843 | Time: 3346.76 ms [2020-12-21 10:24:51 main:574] : INFO : Epoch 771 | loss: 0.0311808 | val_loss: 0.0311839 | Time: 5921.93 ms [2020-12-21 10:24:58 main:574] : INFO : Epoch 772 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 6969.21 ms [2020-12-21 10:25:01 main:574] : INFO : Epoch 773 | loss: 0.0311793 | val_loss: 0.0311842 | Time: 3066.67 ms [2020-12-21 10:25:04 main:574] : INFO : Epoch 774 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 3552.26 ms [2020-12-21 10:25:08 main:574] : INFO : Epoch 775 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 3658.72 ms [2020-12-21 10:25:22 main:574] : INFO : Epoch 776 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 14501.2 ms [2020-12-21 10:25:25 main:574] : INFO : Epoch 777 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 2539.5 ms [2020-12-21 10:25:28 main:574] : INFO : Epoch 778 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2972.43 ms [2020-12-21 10:25:31 main:574] : INFO : Epoch 779 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2477.84 ms [2020-12-21 10:25:33 main:574] : INFO : Epoch 780 | loss: 0.0311795 | val_loss: 0.0311846 | Time: 2505.03 ms [2020-12-21 10:25:36 main:574] : INFO : Epoch 781 | loss: 0.031178 | val_loss: 0.0311852 | Time: 2540.4 ms [2020-12-21 10:25:38 main:574] : INFO : Epoch 782 | loss: 0.0311782 | val_loss: 0.0311864 | Time: 2723.44 ms [2020-12-21 10:25:41 main:574] : INFO : Epoch 783 | loss: 0.0311785 | val_loss: 0.0311843 | Time: 2521.3 ms [2020-12-21 10:25:49 main:574] : INFO : Epoch 784 | loss: 0.031179 | val_loss: 0.0311841 | Time: 8468.22 ms [2020-12-21 10:25:53 main:574] : INFO : Epoch 785 | loss: 0.0311787 | val_loss: 0.0311845 | Time: 3664.89 ms [2020-12-21 10:26:02 main:574] : INFO : Epoch 786 | loss: 0.0311786 | val_loss: 0.0311856 | Time: 8708.96 ms [2020-12-21 10:26:06 main:574] : INFO : Epoch 787 | loss: 0.0311797 | val_loss: 0.0311845 | Time: 3962.66 ms [2020-12-21 10:26:09 main:574] : INFO : Epoch 788 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 3671.07 ms [2020-12-21 10:26:18 main:574] : INFO : Epoch 789 | loss: 0.0311794 | val_loss: 0.0311868 | Time: 9123.69 ms [2020-12-21 10:26:21 main:574] : INFO : Epoch 790 | loss: 0.0311783 | val_loss: 0.0311834 | Time: 2942.51 ms [2020-12-21 10:26:25 main:574] : INFO : Epoch 791 | loss: 0.0311778 | val_loss: 0.0311839 | Time: 3811.01 ms [2020-12-21 10:26:28 main:574] : INFO : Epoch 792 | loss: 0.0311772 | val_loss: 0.0311828 | Time: 2744.78 ms [2020-12-21 10:26:31 main:574] : INFO : Epoch 793 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 2603.17 ms [2020-12-21 10:26:33 main:574] : INFO : Epoch 794 | loss: 0.0311778 | val_loss: 0.0311845 | Time: 2592.85 ms [2020-12-21 10:26:37 main:574] : INFO : Epoch 795 | loss: 0.0311783 | val_loss: 0.031183 | Time: 3916.87 ms [2020-12-21 10:26:40 main:574] : INFO : Epoch 796 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 2817 ms [2020-12-21 10:26:43 main:574] : INFO : Epoch 797 | loss: 0.0311771 | val_loss: 0.0311832 | Time: 2724.25 ms [2020-12-21 10:26:45 main:574] : INFO : Epoch 798 | loss: 0.0311761 | val_loss: 0.0311826 | Time: 2671.18 ms [2020-12-21 10:26:49 main:574] : INFO : Epoch 799 | loss: 0.0311767 | val_loss: 0.0311832 | Time: 3469.07 ms [2020-12-21 10:26:52 main:574] : INFO : Epoch 800 | loss: 0.0311766 | val_loss: 0.031184 | Time: 3619.54 ms [2020-12-21 10:26:55 main:574] : INFO : Epoch 801 | loss: 0.0311771 | val_loss: 0.0311826 | Time: 2896.67 ms [2020-12-21 10:26:58 main:574] : INFO : Epoch 802 | loss: 0.0311769 | val_loss: 0.0311828 | Time: 2677.31 ms [2020-12-21 10:27:01 main:574] : INFO : Epoch 803 | loss: 0.0311767 | val_loss: 0.0311837 | Time: 2851 ms [2020-12-21 10:27:05 main:574] : INFO : Epoch 804 | loss: 0.0311767 | val_loss: 0.031185 | Time: 4087.16 ms [2020-12-21 10:27:08 main:574] : INFO : Epoch 805 | loss: 0.0311783 | val_loss: 0.0311867 | Time: 2985.73 ms [2020-12-21 10:27:12 main:574] : INFO : Epoch 806 | loss: 0.03118 | val_loss: 0.0311842 | Time: 3561.58 ms [2020-12-21 10:27:14 main:574] : INFO : Epoch 807 | loss: 0.0311795 | val_loss: 0.0311853 | Time: 2618.73 ms [2020-12-21 10:27:18 main:574] : INFO : Epoch 808 | loss: 0.0311818 | val_loss: 0.031187 | Time: 3446.04 ms [2020-12-21 10:27:22 main:574] : INFO : Epoch 809 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 3922.09 ms [2020-12-21 10:27:25 main:574] : INFO : Epoch 810 | loss: 0.03118 | val_loss: 0.0311845 | Time: 3881.06 ms [2020-12-21 10:27:28 main:574] : INFO : Epoch 811 | loss: 0.0311793 | val_loss: 0.0311839 | Time: 2952.81 ms [2020-12-21 10:27:31 main:574] : INFO : Epoch 812 | loss: 0.0311782 | val_loss: 0.031185 | Time: 2544.64 ms [2020-12-21 10:27:34 main:574] : INFO : Epoch 813 | loss: 0.0311779 | val_loss: 0.0311833 | Time: 2860.89 ms [2020-12-21 10:27:37 main:574] : INFO : Epoch 814 | loss: 0.0311781 | val_loss: 0.0311841 | Time: 3253.63 ms [2020-12-21 10:27:42 main:574] : INFO : Epoch 815 | loss: 0.0311774 | val_loss: 0.0311888 | Time: 4506 ms [2020-12-21 10:27:45 main:574] : INFO : Epoch 816 | loss: 0.031179 | val_loss: 0.0311836 | Time: 3110.36 ms [2020-12-21 10:27:49 main:574] : INFO : Epoch 817 | loss: 0.0311759 | val_loss: 0.031185 | Time: 4738.38 ms [2020-12-21 10:27:53 main:574] : INFO : Epoch 818 | loss: 0.0311776 | val_loss: 0.0311877 | Time: 3758.6 ms [2020-12-21 10:27:58 main:574] : INFO : Epoch 819 | loss: 0.0311779 | val_loss: 0.0311845 | Time: 4961.64 ms [2020-12-21 10:28:02 main:574] : INFO : Epoch 820 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 4306.2 ms [2020-12-21 10:28:09 main:574] : INFO : Epoch 821 | loss: 0.0311765 | val_loss: 0.0311837 | Time: 6626.36 ms [2020-12-21 10:28:12 main:574] : INFO : Epoch 822 | loss: 0.0311766 | val_loss: 0.0311857 | Time: 3241.49 ms [2020-12-21 10:28:16 main:574] : INFO : Epoch 823 | loss: 0.0311772 | val_loss: 0.0311849 | Time: 3458.61 ms [2020-12-21 10:28:19 main:574] : INFO : Epoch 824 | loss: 0.0311763 | val_loss: 0.0311829 | Time: 2710.07 ms [2020-12-21 10:28:21 main:574] : INFO : Epoch 825 | loss: 0.0311771 | val_loss: 0.0311855 | Time: 2596.2 ms [2020-12-21 10:28:24 main:574] : INFO : Epoch 826 | loss: 0.0311764 | val_loss: 0.0311828 | Time: 2641.67 ms [2020-12-21 10:28:27 main:574] : INFO : Epoch 827 | loss: 0.0311771 | val_loss: 0.031184 | Time: 2793.71 ms [2020-12-21 10:28:30 main:574] : INFO : Epoch 828 | loss: 0.031177 | val_loss: 0.0311827 | Time: 2922.79 ms [2020-12-21 10:28:32 main:574] : INFO : Epoch 829 | loss: 0.0311767 | val_loss: 0.0311816 | Time: 2916.68 ms [2020-12-21 10:28:35 main:574] : INFO : Epoch 830 | loss: 0.0311763 | val_loss: 0.031183 | Time: 2867.46 ms [2020-12-21 10:30:34 main:574] : INFO : Epoch 831 | loss: 0.0311759 | val_loss: 0.0311825 | Time: 119076 ms [2020-12-21 10:34:15 main:574] : INFO : Epoch 832 | loss: 0.0311751 | val_loss: 0.0311829 | Time: 220842 ms [2020-12-21 10:37:59 main:574] : INFO : Epoch 833 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 223193 ms [2020-12-21 10:41:44 main:574] : INFO : Epoch 834 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 225543 ms [2020-12-21 10:46:01 main:574] : INFO : Epoch 835 | loss: 0.0311753 | val_loss: 0.0311841 | Time: 256430 ms [2020-12-21 10:50:12 main:574] : INFO : Epoch 836 | loss: 0.0311748 | val_loss: 0.0311873 | Time: 251657 ms [2020-12-21 10:54:08 main:574] : INFO : Epoch 837 | loss: 0.0311752 | val_loss: 0.0311834 | Time: 235058 ms [2020-12-21 10:57:50 main:574] : INFO : Epoch 838 | loss: 0.0311755 | val_loss: 0.0311851 | Time: 221999 ms [2020-12-21 11:01:35 main:574] : INFO : Epoch 839 | loss: 0.0311766 | val_loss: 0.0311846 | Time: 225547 ms [2020-12-21 11:02:27 main:574] : INFO : Epoch 840 | loss: 0.0311751 | val_loss: 0.0311826 | Time: 51993.2 ms [2020-12-21 11:02:30 main:574] : INFO : Epoch 841 | loss: 0.0311747 | val_loss: 0.0311836 | Time: 2682.93 ms [2020-12-21 11:02:33 main:574] : INFO : Epoch 842 | loss: 0.0311751 | val_loss: 0.0311824 | Time: 2498.28 ms [2020-12-21 11:02:35 main:574] : INFO : Epoch 843 | loss: 0.0311754 | val_loss: 0.0311832 | Time: 2484.43 ms [2020-12-21 11:02:38 main:574] : INFO : Epoch 844 | loss: 0.0311755 | val_loss: 0.0311833 | Time: 2763.68 ms [2020-12-21 11:02:40 main:574] : INFO : Epoch 845 | loss: 0.0311757 | val_loss: 0.0311892 | Time: 2489.21 ms [2020-12-21 11:02:43 main:574] : INFO : Epoch 846 | loss: 0.0311761 | val_loss: 0.0311851 | Time: 2445.55 ms [2020-12-21 11:02:45 main:574] : INFO : Epoch 847 | loss: 0.0311797 | val_loss: 0.0311889 | Time: 2517.37 ms [2020-12-21 11:02:49 main:574] : INFO : Epoch 848 | loss: 0.031178 | val_loss: 0.0311836 | Time: 3668.94 ms [2020-12-21 11:02:51 main:574] : INFO : Epoch 849 | loss: 0.0311766 | val_loss: 0.0311862 | Time: 2487.82 ms [2020-12-21 11:02:54 main:574] : INFO : Epoch 850 | loss: 0.0311769 | val_loss: 0.0311898 | Time: 2484.13 ms [2020-12-21 11:02:56 main:574] : INFO : Epoch 851 | loss: 0.0311781 | val_loss: 0.0311832 | Time: 2487.73 ms [2020-12-21 11:02:59 main:574] : INFO : Epoch 852 | loss: 0.0311759 | val_loss: 0.0311855 | Time: 2575.36 ms [2020-12-21 11:03:02 main:574] : INFO : Epoch 853 | loss: 0.0311747 | val_loss: 0.0311828 | Time: 2513.03 ms [2020-12-21 11:03:04 main:574] : INFO : Epoch 854 | loss: 0.0311747 | val_loss: 0.0311839 | Time: 2468.85 ms [2020-12-21 11:03:07 main:574] : INFO : Epoch 855 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 2512.33 ms [2020-12-21 11:03:09 main:574] : INFO : Epoch 856 | loss: 0.0311777 | val_loss: 0.0311815 | Time: 2566.15 ms [2020-12-21 11:03:12 main:574] : INFO : Epoch 857 | loss: 0.0311775 | val_loss: 0.0311853 | Time: 2493.51 ms [2020-12-21 11:03:14 main:574] : INFO : Epoch 858 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 2473.35 ms [2020-12-21 11:03:17 main:574] : INFO : Epoch 859 | loss: 0.0311772 | val_loss: 0.0311826 | Time: 2564.36 ms [2020-12-21 11:03:19 main:574] : INFO : Epoch 860 | loss: 0.0311778 | val_loss: 0.031187 | Time: 2546.56 ms [2020-12-21 11:03:22 main:574] : INFO : Epoch 861 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 2474.34 ms [2020-12-21 11:03:24 main:574] : INFO : Epoch 862 | loss: 0.0311769 | val_loss: 0.0311841 | Time: 2555.13 ms [2020-12-21 11:03:27 main:574] : INFO : Epoch 863 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2482.3 ms [2020-12-21 11:03:29 main:574] : INFO : Epoch 864 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 2585.68 ms [2020-12-21 11:03:32 main:574] : INFO : Epoch 865 | loss: 0.0311751 | val_loss: 0.0311827 | Time: 2472.3 ms [2020-12-21 11:03:34 main:574] : INFO : Epoch 866 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 2473.34 ms [2020-12-21 11:03:37 main:574] : INFO : Epoch 867 | loss: 0.0311755 | val_loss: 0.0311824 | Time: 2502.9 ms [2020-12-21 11:03:39 main:574] : INFO : Epoch 868 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 2593.28 ms [2020-12-21 11:03:42 main:574] : INFO : Epoch 869 | loss: 0.0311747 | val_loss: 0.0311833 | Time: 2585.62 ms [2020-12-21 11:03:45 main:574] : INFO : Epoch 870 | loss: 0.0311758 | val_loss: 0.0311843 | Time: 2494.91 ms [2020-12-21 11:03:47 main:574] : INFO : Epoch 871 | loss: 0.0311773 | val_loss: 0.0311843 | Time: 2563.01 ms [2020-12-21 11:03:50 main:574] : INFO : Epoch 872 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 2590.28 ms [2020-12-21 11:03:52 main:574] : INFO : Epoch 873 | loss: 0.0311759 | val_loss: 0.0311835 | Time: 2454.81 ms [2020-12-21 11:03:55 main:574] : INFO : Epoch 874 | loss: 0.0311754 | val_loss: 0.0311841 | Time: 2552.96 ms [2020-12-21 11:03:57 main:574] : INFO : Epoch 875 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 2499.35 ms [2020-12-21 11:04:00 main:574] : INFO : Epoch 876 | loss: 0.0311764 | val_loss: 0.0311869 | Time: 2602.47 ms [2020-12-21 11:04:03 main:574] : INFO : Epoch 877 | loss: 0.031176 | val_loss: 0.0311852 | Time: 3265.52 ms [2020-12-21 11:04:06 main:574] : INFO : Epoch 878 | loss: 0.0311747 | val_loss: 0.0311844 | Time: 2506.07 ms [2020-12-21 11:04:08 main:574] : INFO : Epoch 879 | loss: 0.0311758 | val_loss: 0.0311846 | Time: 2529.48 ms [2020-12-21 11:04:11 main:574] : INFO : Epoch 880 | loss: 0.0311766 | val_loss: 0.0311834 | Time: 2469.02 ms [2020-12-21 11:04:13 main:574] : INFO : Epoch 881 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 2497.82 ms [2020-12-21 11:04:16 main:574] : INFO : Epoch 882 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 2494.58 ms [2020-12-21 11:04:18 main:574] : INFO : Epoch 883 | loss: 0.0311735 | val_loss: 0.0311843 | Time: 2569.31 ms [2020-12-21 11:04:21 main:574] : INFO : Epoch 884 | loss: 0.0311739 | val_loss: 0.031184 | Time: 2469.92 ms [2020-12-21 11:04:23 main:574] : INFO : Epoch 885 | loss: 0.0311744 | val_loss: 0.031184 | Time: 2490.66 ms [2020-12-21 11:04:26 main:574] : INFO : Epoch 886 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 2515.3 ms [2020-12-21 11:04:28 main:574] : INFO : Epoch 887 | loss: 0.0311761 | val_loss: 0.0311848 | Time: 2554.72 ms [2020-12-21 11:04:31 main:574] : INFO : Epoch 888 | loss: 0.0311755 | val_loss: 0.0311876 | Time: 2500.33 ms [2020-12-21 11:04:33 main:574] : INFO : Epoch 889 | loss: 0.031178 | val_loss: 0.0311956 | Time: 2530.62 ms [2020-12-21 11:04:36 main:574] : INFO : Epoch 890 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 2497.15 ms [2020-12-21 11:04:38 main:574] : INFO : Epoch 891 | loss: 0.031176 | val_loss: 0.0311905 | Time: 2610.33 ms [2020-12-21 11:04:41 main:574] : INFO : Epoch 892 | loss: 0.0311748 | val_loss: 0.0311888 | Time: 2488.54 ms [2020-12-21 11:04:43 main:574] : INFO : Epoch 893 | loss: 0.031174 | val_loss: 0.031187 | Time: 2444.39 ms [2020-12-21 11:04:46 main:574] : INFO : Epoch 894 | loss: 0.0311752 | val_loss: 0.0311867 | Time: 2504.26 ms [2020-12-21 11:04:48 main:574] : INFO : Epoch 895 | loss: 0.0311751 | val_loss: 0.031183 | Time: 2551.44 ms [2020-12-21 11:04:51 main:574] : INFO : Epoch 896 | loss: 0.0311754 | val_loss: 0.0311835 | Time: 2600.47 ms [2020-12-21 11:04:54 main:574] : INFO : Epoch 897 | loss: 0.0311756 | val_loss: 0.0311841 | Time: 2470.36 ms [2020-12-21 11:04:56 main:574] : INFO : Epoch 898 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 2552.63 ms [2020-12-21 11:04:59 main:574] : INFO : Epoch 899 | loss: 0.0311729 | val_loss: 0.0311854 | Time: 2563.8 ms [2020-12-21 11:05:01 main:574] : INFO : Epoch 900 | loss: 0.031173 | val_loss: 0.0311834 | Time: 2517.45 ms [2020-12-21 11:05:04 main:574] : INFO : Epoch 901 | loss: 0.0311791 | val_loss: 0.0311865 | Time: 2466.19 ms [2020-12-21 11:05:06 main:574] : INFO : Epoch 902 | loss: 0.0311854 | val_loss: 0.0311878 | Time: 2511.23 ms [2020-12-21 11:05:09 main:574] : INFO : Epoch 903 | loss: 0.031185 | val_loss: 0.0311873 | Time: 2776.33 ms [2020-12-21 11:05:12 main:574] : INFO : Epoch 904 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 2515.46 ms [2020-12-21 11:05:14 main:574] : INFO : Epoch 905 | loss: 0.0311827 | val_loss: 0.031185 | Time: 2478.99 ms [2020-12-21 11:05:17 main:574] : INFO : Epoch 906 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 2507.57 ms [2020-12-21 11:05:19 main:574] : INFO : Epoch 907 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 2553.29 ms [2020-12-21 11:05:22 main:574] : INFO : Epoch 908 | loss: 0.0311916 | val_loss: 0.0311888 | Time: 2494.92 ms [2020-12-21 11:05:24 main:574] : INFO : Epoch 909 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 2500.41 ms [2020-12-21 11:05:27 main:574] : INFO : Epoch 910 | loss: 0.0311927 | val_loss: 0.0311893 | Time: 2518.12 ms [2020-12-21 11:05:29 main:574] : INFO : Epoch 911 | loss: 0.0311913 | val_loss: 0.0311919 | Time: 2560.5 ms [2020-12-21 11:05:32 main:574] : INFO : Epoch 912 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 2505.86 ms [2020-12-21 11:05:34 main:574] : INFO : Epoch 913 | loss: 0.0311925 | val_loss: 0.0311904 | Time: 2520.32 ms [2020-12-21 11:05:37 main:574] : INFO : Epoch 914 | loss: 0.0311908 | val_loss: 0.0311868 | Time: 2466.76 ms [2020-12-21 11:05:39 main:574] : INFO : Epoch 915 | loss: 0.0311895 | val_loss: 0.0311866 | Time: 2586.6 ms [2020-12-21 11:05:42 main:574] : INFO : Epoch 916 | loss: 0.0311909 | val_loss: 0.031188 | Time: 2476.26 ms [2020-12-21 11:05:44 main:574] : INFO : Epoch 917 | loss: 0.031189 | val_loss: 0.0311867 | Time: 2475.68 ms [2020-12-21 11:05:47 main:574] : INFO : Epoch 918 | loss: 0.0311879 | val_loss: 0.0311857 | Time: 2513.34 ms [2020-12-21 11:05:49 main:574] : INFO : Epoch 919 | loss: 0.0311874 | val_loss: 0.0311861 | Time: 2608.29 ms [2020-12-21 11:05:52 main:574] : INFO : Epoch 920 | loss: 0.0311871 | val_loss: 0.031186 | Time: 2536.27 ms [2020-12-21 11:05:54 main:574] : INFO : Epoch 921 | loss: 0.0311897 | val_loss: 0.0311884 | Time: 2479.85 ms [2020-12-21 11:05:57 main:574] : INFO : Epoch 922 | loss: 0.0311872 | val_loss: 0.0311901 | Time: 2485.72 ms [2020-12-21 11:06:00 main:574] : INFO : Epoch 923 | loss: 0.0311869 | val_loss: 0.0311882 | Time: 2609.13 ms [2020-12-21 11:06:02 main:574] : INFO : Epoch 924 | loss: 0.031186 | val_loss: 0.0311867 | Time: 2501.16 ms [2020-12-21 11:06:05 main:574] : INFO : Epoch 925 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 2490.89 ms [2020-12-21 11:06:07 main:574] : INFO : Epoch 926 | loss: 0.0311852 | val_loss: 0.0311857 | Time: 2494 ms [2020-12-21 11:06:10 main:574] : INFO : Epoch 927 | loss: 0.0311851 | val_loss: 0.0311863 | Time: 2550.04 ms [2020-12-21 11:06:12 main:574] : INFO : Epoch 928 | loss: 0.0311847 | val_loss: 0.0311864 | Time: 2521.98 ms [2020-12-21 11:06:15 main:574] : INFO : Epoch 929 | loss: 0.0311852 | val_loss: 0.0311909 | Time: 3120.76 ms [2020-12-21 11:06:18 main:574] : INFO : Epoch 930 | loss: 0.0311869 | val_loss: 0.0311862 | Time: 2485.42 ms [2020-12-21 11:06:20 main:574] : INFO : Epoch 931 | loss: 0.031186 | val_loss: 0.0311863 | Time: 2569.22 ms [2020-12-21 11:06:23 main:574] : INFO : Epoch 932 | loss: 0.0311874 | val_loss: 0.0311866 | Time: 2630.31 ms [2020-12-21 11:06:25 main:574] : INFO : Epoch 933 | loss: 0.0311848 | val_loss: 0.0311862 | Time: 2509.26 ms [2020-12-21 11:06:28 main:574] : INFO : Epoch 934 | loss: 0.0311845 | val_loss: 0.0311862 | Time: 2494.78 ms [2020-12-21 11:06:31 main:574] : INFO : Epoch 935 | loss: 0.0311849 | val_loss: 0.0311879 | Time: 3342.52 ms [2020-12-21 11:06:34 main:574] : INFO : Epoch 936 | loss: 0.0311851 | val_loss: 0.0311867 | Time: 2606.43 ms [2020-12-21 11:06:36 main:574] : INFO : Epoch 937 | loss: 0.0311844 | val_loss: 0.0311876 | Time: 2508.58 ms [2020-12-21 11:06:39 main:574] : INFO : Epoch 938 | loss: 0.0311842 | val_loss: 0.0311859 | Time: 2506.52 ms [2020-12-21 11:06:42 main:574] : INFO : Epoch 939 | loss: 0.0311839 | val_loss: 0.0311857 | Time: 2551.8 ms [2020-12-21 11:06:44 main:574] : INFO : Epoch 940 | loss: 0.031183 | val_loss: 0.0311864 | Time: 2491.86 ms [2020-12-21 11:06:47 main:574] : INFO : Epoch 941 | loss: 0.0311828 | val_loss: 0.0311877 | Time: 2499.38 ms [2020-12-21 11:06:49 main:574] : INFO : Epoch 942 | loss: 0.0311843 | val_loss: 0.0311862 | Time: 2477.28 ms [2020-12-21 11:06:52 main:574] : INFO : Epoch 943 | loss: 0.0311839 | val_loss: 0.031186 | Time: 2597.82 ms [2020-12-21 11:06:54 main:574] : INFO : Epoch 944 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 2534.78 ms [2020-12-21 11:06:57 main:574] : INFO : Epoch 945 | loss: 0.031183 | val_loss: 0.0311854 | Time: 2462 ms [2020-12-21 11:06:59 main:574] : INFO : Epoch 946 | loss: 0.0311831 | val_loss: 0.0311858 | Time: 2527.21 ms [2020-12-21 11:07:02 main:574] : INFO : Epoch 947 | loss: 0.0311835 | val_loss: 0.0311851 | Time: 2589.81 ms [2020-12-21 11:07:04 main:574] : INFO : Epoch 948 | loss: 0.0311839 | val_loss: 0.0311869 | Time: 2471.64 ms [2020-12-21 11:07:07 main:574] : INFO : Epoch 949 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 2455.28 ms [2020-12-21 11:07:09 main:574] : INFO : Epoch 950 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 2524.09 ms [2020-12-21 11:07:12 main:574] : INFO : Epoch 951 | loss: 0.0311831 | val_loss: 0.0311859 | Time: 2550 ms [2020-12-21 11:07:14 main:574] : INFO : Epoch 952 | loss: 0.031185 | val_loss: 0.0311879 | Time: 2532.36 ms [2020-12-21 11:07:17 main:574] : INFO : Epoch 953 | loss: 0.0311848 | val_loss: 0.0311868 | Time: 2500.03 ms [2020-12-21 11:07:19 main:574] : INFO : Epoch 954 | loss: 0.0311842 | val_loss: 0.0311855 | Time: 2503.09 ms [2020-12-21 11:07:22 main:574] : INFO : Epoch 955 | loss: 0.0311842 | val_loss: 0.031185 | Time: 3083.68 ms [2020-12-21 11:07:25 main:574] : INFO : Epoch 956 | loss: 0.0311835 | val_loss: 0.0311849 | Time: 2500.93 ms [2020-12-21 11:07:27 main:574] : INFO : Epoch 957 | loss: 0.0311814 | val_loss: 0.031184 | Time: 2541.47 ms [2020-12-21 11:07:31 main:574] : INFO : Epoch 958 | loss: 0.0311819 | val_loss: 0.0311881 | Time: 3740.94 ms [2020-12-21 11:07:34 main:574] : INFO : Epoch 959 | loss: 0.031182 | val_loss: 0.0311842 | Time: 3095.73 ms [2020-12-21 11:07:38 main:574] : INFO : Epoch 960 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 3131.08 ms [2020-12-21 11:07:41 main:574] : INFO : Epoch 961 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 3328.59 ms [2020-12-21 11:07:47 main:574] : INFO : Epoch 962 | loss: 0.0311832 | val_loss: 0.031186 | Time: 6376.85 ms [2020-12-21 11:07:50 main:574] : INFO : Epoch 963 | loss: 0.0311811 | val_loss: 0.0311838 | Time: 2954.15 ms [2020-12-21 11:07:56 main:574] : INFO : Epoch 964 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 5703.27 ms [2020-12-21 11:07:58 main:574] : INFO : Epoch 965 | loss: 0.03118 | val_loss: 0.0311831 | Time: 2502.55 ms [2020-12-21 11:08:01 main:574] : INFO : Epoch 966 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 2988.23 ms [2020-12-21 11:08:04 main:574] : INFO : Epoch 967 | loss: 0.0311816 | val_loss: 0.0311865 | Time: 2478.14 ms [2020-12-21 11:08:07 main:574] : INFO : Epoch 968 | loss: 0.0311817 | val_loss: 0.0311857 | Time: 2816.19 ms [2020-12-21 11:08:17 main:574] : INFO : Epoch 969 | loss: 0.0311813 | val_loss: 0.0311854 | Time: 10073 ms [2020-12-21 11:08:27 main:574] : INFO : Epoch 970 | loss: 0.0311821 | val_loss: 0.0311883 | Time: 9700.79 ms [2020-12-21 11:08:29 main:574] : INFO : Epoch 971 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 2507.05 ms [2020-12-21 11:08:32 main:574] : INFO : Epoch 972 | loss: 0.0311885 | val_loss: 0.0311956 | Time: 2826.32 ms [2020-12-21 11:08:35 main:574] : INFO : Epoch 973 | loss: 0.0337346 | val_loss: 0.0318765 | Time: 2782.92 ms [2020-12-21 11:08:37 main:574] : INFO : Epoch 974 | loss: 0.0478158 | val_loss: 0.0335625 | Time: 2670.1 ms [2020-12-21 11:08:40 main:574] : INFO : Epoch 975 | loss: 0.0329403 | val_loss: 0.0317138 | Time: 2845.77 ms [2020-12-21 11:08:43 main:574] : INFO : Epoch 976 | loss: 0.0315056 | val_loss: 0.0313008 | Time: 2636.96 ms [2020-12-21 11:09:19 main:574] : INFO : Epoch 977 | loss: 0.0312882 | val_loss: 0.0312527 | Time: 36507 ms [2020-12-21 11:09:23 main:574] : INFO : Epoch 978 | loss: 0.0312455 | val_loss: 0.0312343 | Time: 3710.05 ms [2020-12-21 11:09:26 main:574] : INFO : Epoch 979 | loss: 0.0312295 | val_loss: 0.031223 | Time: 3258.79 ms [2020-12-21 11:09:30 main:574] : INFO : Epoch 980 | loss: 0.0312208 | val_loss: 0.0312159 | Time: 3082.22 ms [2020-12-21 11:09:33 main:574] : INFO : Epoch 981 | loss: 0.0312155 | val_loss: 0.0312118 | Time: 3106.59 ms [2020-12-21 11:09:37 main:574] : INFO : Epoch 982 | loss: 0.0312124 | val_loss: 0.0312093 | Time: 4542.36 ms [2020-12-21 11:09:41 main:574] : INFO : Epoch 983 | loss: 0.0312103 | val_loss: 0.0312074 | Time: 3323.81 ms [2020-12-21 11:09:44 main:574] : INFO : Epoch 984 | loss: 0.0312091 | val_loss: 0.0312067 | Time: 2977.95 ms [2020-12-21 11:09:48 main:574] : INFO : Epoch 985 | loss: 0.0312079 | val_loss: 0.0312055 | Time: 4349.18 ms [2020-12-21 11:09:51 main:574] : INFO : Epoch 986 | loss: 0.0312069 | val_loss: 0.0312046 | Time: 3169.19 ms [2020-12-21 11:09:54 main:574] : INFO : Epoch 987 | loss: 0.0312063 | val_loss: 0.0312036 | Time: 3183.43 ms [2020-12-21 11:09:58 main:574] : INFO : Epoch 988 | loss: 0.031205 | val_loss: 0.0312029 | Time: 3317.26 ms [2020-12-21 11:10:02 main:574] : INFO : Epoch 989 | loss: 0.0312044 | val_loss: 0.0312025 | Time: 4335.25 ms [2020-12-21 11:10:06 main:574] : INFO : Epoch 990 | loss: 0.0312037 | val_loss: 0.0312018 | Time: 3545.33 ms [2020-12-21 11:10:10 main:574] : INFO : Epoch 991 | loss: 0.0312042 | val_loss: 0.0312014 | Time: 4501.84 ms [2020-12-21 11:10:13 main:574] : INFO : Epoch 992 | loss: 0.0312033 | val_loss: 0.0312008 | Time: 3050.67 ms [2020-12-21 11:10:29 main:574] : INFO : Epoch 993 | loss: 0.0312029 | val_loss: 0.0312004 | Time: 15998.3 ms [2020-12-21 11:10:33 main:574] : INFO : Epoch 994 | loss: 0.0312023 | val_loss: 0.031201 | Time: 3569.88 ms [2020-12-21 11:10:43 main:574] : INFO : Epoch 995 | loss: 0.0312023 | val_loss: 0.0312001 | Time: 10465.3 ms [2020-12-21 11:10:49 main:574] : INFO : Epoch 996 | loss: 0.0312015 | val_loss: 0.0311989 | Time: 5544.66 ms [2020-12-21 11:10:55 main:574] : INFO : Epoch 997 | loss: 0.0312013 | val_loss: 0.0311989 | Time: 6150.72 ms [2020-12-21 11:11:03 main:574] : INFO : Epoch 998 | loss: 0.0312012 | val_loss: 0.0311972 | Time: 7827.16 ms [2020-12-21 11:11:06 main:574] : INFO : Epoch 999 | loss: 0.0312004 | val_loss: 0.0311965 | Time: 3101.63 ms [2020-12-21 11:11:09 main:574] : INFO : Epoch 1000 | loss: 0.0311996 | val_loss: 0.0311968 | Time: 2982.77 ms [2020-12-21 11:11:13 main:574] : INFO : Epoch 1001 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 3928.97 ms [2020-12-21 11:11:16 main:574] : INFO : Epoch 1002 | loss: 0.0311992 | val_loss: 0.0311962 | Time: 3120.64 ms [2020-12-21 11:11:19 main:574] : INFO : Epoch 1003 | loss: 0.0311988 | val_loss: 0.0311957 | Time: 2992.33 ms [2020-12-21 11:11:22 main:574] : INFO : Epoch 1004 | loss: 0.0311985 | val_loss: 0.0311952 | Time: 2928.11 ms [2020-12-21 11:14:52 main:574] : INFO : Epoch 1005 | loss: 0.0311983 | val_loss: 0.0311954 | Time: 209917 ms [2020-12-21 11:18:34 main:574] : INFO : Epoch 1006 | loss: 0.0311984 | val_loss: 0.0311954 | Time: 221996 ms [2020-12-21 11:22:17 main:574] : INFO : Epoch 1007 | loss: 0.0311979 | val_loss: 0.031195 | Time: 223206 ms [2020-12-21 11:26:04 main:574] : INFO : Epoch 1008 | loss: 0.0311979 | val_loss: 0.0311951 | Time: 226743 ms [2020-12-21 11:28:29 main:574] : INFO : Epoch 1009 | loss: 0.031198 | val_loss: 0.0311951 | Time: 144320 ms [2020-12-21 11:28:31 main:574] : INFO : Epoch 1010 | loss: 0.031198 | val_loss: 0.0311951 | Time: 2560.83 ms [2020-12-21 11:28:44 main:574] : INFO : Epoch 1011 | loss: 0.0311975 | val_loss: 0.031195 | Time: 13315.7 ms [2020-12-21 11:28:47 main:574] : INFO : Epoch 1012 | loss: 0.0311973 | val_loss: 0.0311941 | Time: 2738.92 ms [2020-12-21 11:28:50 main:574] : INFO : Epoch 1013 | loss: 0.0311977 | val_loss: 0.0311956 | Time: 2515.31 ms [2020-12-21 11:28:52 main:574] : INFO : Epoch 1014 | loss: 0.0311974 | val_loss: 0.0311941 | Time: 2465.41 ms [2020-12-21 11:28:55 main:574] : INFO : Epoch 1015 | loss: 0.0311972 | val_loss: 0.0311939 | Time: 2584.72 ms [2020-12-21 11:28:57 main:574] : INFO : Epoch 1016 | loss: 0.0311972 | val_loss: 0.0311936 | Time: 2483.3 ms [2020-12-21 11:29:00 main:574] : INFO : Epoch 1017 | loss: 0.0311972 | val_loss: 0.0311942 | Time: 2474.54 ms [2020-12-21 11:29:03 main:574] : INFO : Epoch 1018 | loss: 0.0311971 | val_loss: 0.0311937 | Time: 2485.81 ms [2020-12-21 11:29:05 main:574] : INFO : Epoch 1019 | loss: 0.0311966 | val_loss: 0.031194 | Time: 2546.96 ms [2020-12-21 11:29:08 main:574] : INFO : Epoch 1020 | loss: 0.0311967 | val_loss: 0.0311931 | Time: 2495.96 ms [2020-12-21 11:29:10 main:574] : INFO : Epoch 1021 | loss: 0.0311962 | val_loss: 0.0311928 | Time: 2520.19 ms [2020-12-21 11:29:13 main:574] : INFO : Epoch 1022 | loss: 0.0311964 | val_loss: 0.0311931 | Time: 2488.55 ms [2020-12-21 11:29:15 main:574] : INFO : Epoch 1023 | loss: 0.0311965 | val_loss: 0.0311932 | Time: 2593.86 ms [2020-12-21 11:29:18 main:574] : INFO : Epoch 1024 | loss: 0.0311971 | val_loss: 0.0311938 | Time: 2487.47 ms [2020-12-21 11:29:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311938 [2020-12-21 11:29:18 main:603] : INFO : Saving end state to config to file [2020-12-21 11:29:18 main:608] : INFO : Success, exiting.. 11:29:18 (21204): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)