Task 3699524
| Name | ParityMachine-1605152262-31363-13_2 |
| Workunit | 1749121 |
| Created | 16 Jan 2021, 3:47:00 UTC |
| Sent | 16 Jan 2021, 3:47:14 UTC |
| Report deadline | 23 Jan 2021, 3:47:14 UTC |
| Received | 23 Jan 2021, 2:46:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3346 |
| Run time | 59 min 58 sec |
| CPU time | 59 min 53 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 1,169.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 24.65 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 510 | loss: 0.031182 | val_loss: 0.0311925 | Time: 3489.53 ms [2021-01-23 13:16:35 main:581] : INFO : Epoch 511 | loss: 0.0311833 | val_loss: 0.0311937 | Time: 3521.47 ms [2021-01-23 13:16:39 main:581] : INFO : Epoch 512 | loss: 0.0311829 | val_loss: 0.0311921 | Time: 3487.77 ms [2021-01-23 13:16:42 main:581] : INFO : Epoch 513 | loss: 0.0311838 | val_loss: 0.0311938 | Time: 3514.17 ms [2021-01-23 13:16:46 main:581] : INFO : Epoch 514 | loss: 0.0311835 | val_loss: 0.0311936 | Time: 3517.86 ms [2021-01-23 13:16:49 main:581] : INFO : Epoch 515 | loss: 0.0311824 | val_loss: 0.0311925 | Time: 3492.47 ms [2021-01-23 13:16:53 main:581] : INFO : Epoch 516 | loss: 0.031182 | val_loss: 0.0311946 | Time: 3521.05 ms [2021-01-23 13:16:56 main:581] : INFO : Epoch 517 | loss: 0.0311834 | val_loss: 0.031193 | Time: 3494.38 ms [2021-01-23 13:17:00 main:581] : INFO : Epoch 518 | loss: 0.0311833 | val_loss: 0.0311962 | Time: 3519.12 ms [2021-01-23 13:17:03 main:581] : INFO : Epoch 519 | loss: 0.0311843 | val_loss: 0.0311963 | Time: 3491.44 ms [2021-01-23 13:17:07 main:581] : INFO : Epoch 520 | loss: 0.0311857 | val_loss: 0.0311957 | Time: 3515.09 ms [2021-01-23 13:17:10 main:581] : INFO : Epoch 521 | loss: 0.0311832 | val_loss: 0.0311968 | Time: 3523.45 ms [2021-01-23 13:17:14 main:581] : INFO : Epoch 522 | loss: 0.0311836 | val_loss: 0.0311971 | Time: 3488.04 ms [2021-01-23 13:17:17 main:581] : INFO : Epoch 523 | loss: 0.0311838 | val_loss: 0.0311963 | Time: 3517.99 ms [2021-01-23 13:17:21 main:581] : INFO : Epoch 524 | loss: 0.0311835 | val_loss: 0.0311962 | Time: 3488.57 ms [2021-01-23 13:17:24 main:581] : INFO : Epoch 525 | loss: 0.0311822 | val_loss: 0.0311949 | Time: 3514.46 ms [2021-01-23 13:17:28 main:581] : INFO : Epoch 526 | loss: 0.0311811 | val_loss: 0.0311933 | Time: 3519.46 ms [2021-01-23 13:17:31 main:581] : INFO : Epoch 527 | loss: 0.0311814 | val_loss: 0.0311956 | Time: 3488.35 ms [2021-01-23 13:17:35 main:581] : INFO : Epoch 528 | loss: 0.031181 | val_loss: 0.0311928 | Time: 3516.56 ms [2021-01-23 13:17:38 main:581] : INFO : Epoch 529 | loss: 0.031181 | val_loss: 0.031193 | Time: 3519.89 ms [2021-01-23 13:17:42 main:581] : INFO : Epoch 530 | loss: 0.0311824 | val_loss: 0.0311957 | Time: 3490.15 ms [2021-01-23 13:17:45 main:581] : INFO : Epoch 531 | loss: 0.0311842 | val_loss: 0.0311946 | Time: 3519.29 ms [2021-01-23 13:17:49 main:581] : INFO : Epoch 532 | loss: 0.031184 | val_loss: 0.031195 | Time: 3489.69 ms [2021-01-23 13:17:52 main:581] : INFO : Epoch 533 | loss: 0.031184 | val_loss: 0.0311951 | Time: 3507.93 ms [2021-01-23 13:17:56 main:581] : INFO : Epoch 534 | loss: 0.0311847 | val_loss: 0.0311967 | Time: 3515.44 ms [2021-01-23 13:17:59 main:581] : INFO : Epoch 535 | loss: 0.0311845 | val_loss: 0.0311972 | Time: 3516.03 ms [2021-01-23 13:18:03 main:581] : INFO : Epoch 536 | loss: 0.0311859 | val_loss: 0.0311988 | Time: 3490.33 ms [2021-01-23 13:18:06 main:581] : INFO : Epoch 537 | loss: 0.0311881 | val_loss: 0.0311985 | Time: 3520.59 ms [2021-01-23 13:18:10 main:581] : INFO : Epoch 538 | loss: 0.0311873 | val_loss: 0.0311955 | Time: 3493.26 ms [2021-01-23 13:18:13 main:581] : INFO : Epoch 539 | loss: 0.0311862 | val_loss: 0.0311965 | Time: 3511.83 ms [2021-01-23 13:18:17 main:581] : INFO : Epoch 540 | loss: 0.0311846 | val_loss: 0.0311961 | Time: 3515.87 ms [2021-01-23 13:18:20 main:581] : INFO : Epoch 541 | loss: 0.0311851 | val_loss: 0.0311958 | Time: 3521.52 ms [2021-01-23 13:18:24 main:581] : INFO : Epoch 542 | loss: 0.0311851 | val_loss: 0.0311963 | Time: 3488.37 ms [2021-01-23 13:18:27 main:581] : INFO : Epoch 543 | loss: 0.0311842 | val_loss: 0.0311972 | Time: 3518.74 ms [2021-01-23 13:18:31 main:581] : INFO : Epoch 544 | loss: 0.0311866 | val_loss: 0.0311981 | Time: 3485.8 ms [2021-01-23 13:18:34 main:581] : INFO : Epoch 545 | loss: 0.0311842 | val_loss: 0.0311964 | Time: 3513.7 ms [2021-01-23 13:18:38 main:581] : INFO : Epoch 546 | loss: 0.0311827 | val_loss: 0.0311965 | Time: 3513.46 ms [2021-01-23 13:18:41 main:581] : INFO : Epoch 547 | loss: 0.0311837 | val_loss: 0.0311979 | Time: 3519.21 ms [2021-01-23 13:18:45 main:581] : INFO : Epoch 548 | loss: 0.031182 | val_loss: 0.0311945 | Time: 3489.87 ms [2021-01-23 13:18:48 main:581] : INFO : Epoch 549 | loss: 0.0311816 | val_loss: 0.0311952 | Time: 3521.68 ms [2021-01-23 13:18:52 main:581] : INFO : Epoch 550 | loss: 0.0311819 | val_loss: 0.0311946 | Time: 3488.88 ms [2021-01-23 13:18:55 main:581] : INFO : Epoch 551 | loss: 0.0311822 | val_loss: 0.0311957 | Time: 3517.71 ms [2021-01-23 13:18:59 main:581] : INFO : Epoch 552 | loss: 0.0311838 | val_loss: 0.0311951 | Time: 3488.12 ms [2021-01-23 13:19:02 main:581] : INFO : Epoch 553 | loss: 0.0311827 | val_loss: 0.0311933 | Time: 3511.82 ms [2021-01-23 13:19:06 main:581] : INFO : Epoch 554 | loss: 0.0311813 | val_loss: 0.0311939 | Time: 3514.05 ms [2021-01-23 13:19:09 main:581] : INFO : Epoch 555 | loss: 0.0311816 | val_loss: 0.0311941 | Time: 3516.45 ms [2021-01-23 13:19:13 main:581] : INFO : Epoch 556 | loss: 0.0311809 | val_loss: 0.0311944 | Time: 3487.48 ms [2021-01-23 13:19:16 main:581] : INFO : Epoch 557 | loss: 0.0311813 | val_loss: 0.0311954 | Time: 3513.31 ms [2021-01-23 13:19:20 main:581] : INFO : Epoch 558 | loss: 0.0311815 | val_loss: 0.0311935 | Time: 3519.89 ms [2021-01-23 13:19:23 main:581] : INFO : Epoch 559 | loss: 0.0311827 | val_loss: 0.0311937 | Time: 3487.26 ms [2021-01-23 13:19:27 main:581] : INFO : Epoch 560 | loss: 0.0311845 | val_loss: 0.0311937 | Time: 3512.43 ms [2021-01-23 13:19:30 main:581] : INFO : Epoch 561 | loss: 0.0311822 | val_loss: 0.0311918 | Time: 3515.16 ms [2021-01-23 13:19:34 main:581] : INFO : Epoch 562 | loss: 0.0311815 | val_loss: 0.0311939 | Time: 3519.95 ms [2021-01-23 13:19:37 main:581] : INFO : Epoch 563 | loss: 0.0311814 | val_loss: 0.0311929 | Time: 3489.74 ms [2021-01-23 13:19:41 main:581] : INFO : Epoch 564 | loss: 0.0311802 | val_loss: 0.0311922 | Time: 3514.09 ms [2021-01-23 13:19:45 main:581] : INFO : Epoch 565 | loss: 0.0311802 | val_loss: 0.0311931 | Time: 3520.5 ms [2021-01-23 13:19:48 main:581] : INFO : Epoch 566 | loss: 0.0311793 | val_loss: 0.0311927 | Time: 3491.54 ms [2021-01-23 13:19:52 main:581] : INFO : Epoch 567 | loss: 0.0311796 | val_loss: 0.0311936 | Time: 3516 ms [2021-01-23 13:19:55 main:581] : INFO : Epoch 568 | loss: 0.0311811 | val_loss: 0.031194 | Time: 3488.67 ms [2021-01-23 13:19:59 main:581] : INFO : Epoch 569 | loss: 0.0311817 | val_loss: 0.0311954 | Time: 3509.93 ms [2021-01-23 13:20:02 main:581] : INFO : Epoch 570 | loss: 0.0311797 | val_loss: 0.0311939 | Time: 3509.52 ms [2021-01-23 13:20:06 main:581] : INFO : Epoch 571 | loss: 0.0311917 | val_loss: 0.0311957 | Time: 3511.88 ms [2021-01-23 13:20:09 main:581] : INFO : Epoch 572 | loss: 0.0311973 | val_loss: 0.0311975 | Time: 3522.92 ms [2021-01-23 13:20:13 main:581] : INFO : Epoch 573 | loss: 0.031194 | val_loss: 0.0311948 | Time: 3487.37 ms [2021-01-23 13:20:16 main:581] : INFO : Epoch 574 | loss: 0.0311921 | val_loss: 0.0311939 | Time: 3517.39 ms [2021-01-23 13:20:20 main:581] : INFO : Epoch 575 | loss: 0.0311906 | val_loss: 0.0311938 | Time: 3521.37 ms [2021-01-23 13:20:23 main:581] : INFO : Epoch 576 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 3489.55 ms [2021-01-23 13:20:27 main:581] : INFO : Epoch 577 | loss: 0.03119 | val_loss: 0.0311937 | Time: 3521.86 ms [2021-01-23 13:20:30 main:581] : INFO : Epoch 578 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 3488.28 ms [2021-01-23 13:20:34 main:581] : INFO : Epoch 579 | loss: 0.0311907 | val_loss: 0.0311939 | Time: 3524.15 ms [2021-01-23 13:20:37 main:581] : INFO : Epoch 580 | loss: 0.03119 | val_loss: 0.0311933 | Time: 3487.66 ms [2021-01-23 13:20:41 main:581] : INFO : Epoch 581 | loss: 0.0311884 | val_loss: 0.0311926 | Time: 3517.43 ms [2021-01-23 13:20:44 main:581] : INFO : Epoch 582 | loss: 0.0311881 | val_loss: 0.0311829 | Time: 3519.21 ms [2021-01-23 13:20:48 main:581] : INFO : Epoch 583 | loss: 0.0311821 | val_loss: 0.0311814 | Time: 3487.75 ms [2021-01-23 13:20:51 main:581] : INFO : Epoch 584 | loss: 0.0311802 | val_loss: 0.0311816 | Time: 3518.92 ms [2021-01-23 13:20:55 main:581] : INFO : Epoch 585 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 3490.35 ms [2021-01-23 13:20:58 main:581] : INFO : Epoch 586 | loss: 0.0311798 | val_loss: 0.0311843 | Time: 3518.57 ms [2021-01-23 13:21:02 main:581] : INFO : Epoch 587 | loss: 0.0311781 | val_loss: 0.031182 | Time: 3524.75 ms [2021-01-23 13:21:05 main:581] : INFO : Epoch 588 | loss: 0.031179 | val_loss: 0.0311835 | Time: 3490.23 ms [2021-01-23 13:21:09 main:581] : INFO : Epoch 589 | loss: 0.0311774 | val_loss: 0.0311815 | Time: 3522.46 ms [2021-01-23 13:21:12 main:581] : INFO : Epoch 590 | loss: 0.0311776 | val_loss: 0.0311815 | Time: 3492.43 ms [2021-01-23 13:21:16 main:581] : INFO : Epoch 591 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 3523.84 ms [2021-01-23 13:21:19 main:581] : INFO : Epoch 592 | loss: 0.0311766 | val_loss: 0.0311804 | Time: 3488.65 ms [2021-01-23 13:21:23 main:581] : INFO : Epoch 593 | loss: 0.0311765 | val_loss: 0.0311812 | Time: 3517.61 ms [2021-01-23 13:21:26 main:581] : INFO : Epoch 594 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 3488.47 ms [2021-01-23 13:21:30 main:581] : INFO : Epoch 595 | loss: 0.0311765 | val_loss: 0.0311806 | Time: 3509.23 ms [2021-01-23 13:21:33 main:581] : INFO : Epoch 596 | loss: 0.0311756 | val_loss: 0.0311791 | Time: 3514.87 ms [2021-01-23 13:21:37 main:581] : INFO : Epoch 597 | loss: 0.0311742 | val_loss: 0.0311785 | Time: 3521.5 ms [2021-01-23 13:21:40 main:581] : INFO : Epoch 598 | loss: 0.0311741 | val_loss: 0.0311773 | Time: 3489.12 ms [2021-01-23 13:21:44 main:581] : INFO : Epoch 599 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 3523.18 ms [2021-01-23 13:21:47 main:581] : INFO : Epoch 600 | loss: 0.0311733 | val_loss: 0.0311777 | Time: 3491.68 ms [2021-01-23 13:21:51 main:581] : INFO : Epoch 601 | loss: 0.0311735 | val_loss: 0.0311795 | Time: 3519.52 ms [2021-01-23 13:21:54 main:581] : INFO : Epoch 602 | loss: 0.0311734 | val_loss: 0.031178 | Time: 3490.11 ms [2021-01-23 13:21:58 main:581] : INFO : Epoch 603 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 3509.86 ms [2021-01-23 13:22:01 main:581] : INFO : Epoch 604 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 3515.95 ms [2021-01-23 13:22:05 main:581] : INFO : Epoch 605 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 3517.7 ms [2021-01-23 13:22:08 main:581] : INFO : Epoch 606 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 3490.48 ms [2021-01-23 13:22:12 main:581] : INFO : Epoch 607 | loss: 0.0311723 | val_loss: 0.031176 | Time: 3515.38 ms [2021-01-23 13:22:15 main:581] : INFO : Epoch 608 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 3521.57 ms [2021-01-23 13:22:19 main:581] : INFO : Epoch 609 | loss: 0.0311906 | val_loss: 0.031199 | Time: 3488.67 ms [2021-01-23 13:22:22 main:581] : INFO : Epoch 610 | loss: 0.0311941 | val_loss: 0.0311934 | Time: 3516.64 ms [2021-01-23 13:22:26 main:581] : INFO : Epoch 611 | loss: 0.0311844 | val_loss: 0.0311817 | Time: 3489.29 ms [2021-01-23 13:22:29 main:581] : INFO : Epoch 612 | loss: 0.031183 | val_loss: 0.0311827 | Time: 3513.31 ms [2021-01-23 13:22:33 main:581] : INFO : Epoch 613 | loss: 0.0311826 | val_loss: 0.0311828 | Time: 3524.29 ms [2021-01-23 13:22:36 main:581] : INFO : Epoch 614 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 3488.74 ms [2021-01-23 13:22:40 main:581] : INFO : Epoch 615 | loss: 0.0311831 | val_loss: 0.0311815 | Time: 3515.21 ms [2021-01-23 13:22:43 main:581] : INFO : Epoch 616 | loss: 0.0311821 | val_loss: 0.0311811 | Time: 3487.19 ms [2021-01-23 13:22:47 main:581] : INFO : Epoch 617 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 3513.08 ms [2021-01-23 13:22:50 main:581] : INFO : Epoch 618 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 3514.77 ms [2021-01-23 13:22:54 main:581] : INFO : Epoch 619 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 3518.97 ms [2021-01-23 13:22:57 main:581] : INFO : Epoch 620 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 3485.75 ms [2021-01-23 13:23:01 main:581] : INFO : Epoch 621 | loss: 0.0311813 | val_loss: 0.0311786 | Time: 3508.07 ms [2021-01-23 13:23:04 main:581] : INFO : Epoch 622 | loss: 0.0311804 | val_loss: 0.031178 | Time: 3510.98 ms [2021-01-23 13:23:08 main:581] : INFO : Epoch 623 | loss: 0.0311782 | val_loss: 0.0311781 | Time: 3510.77 ms [2021-01-23 13:23:11 main:581] : INFO : Epoch 624 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 3517.18 ms [2021-01-23 13:23:15 main:581] : INFO : Epoch 625 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 3493.64 ms [2021-01-23 13:23:18 main:581] : INFO : Epoch 626 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 3514.64 ms [2021-01-23 13:23:22 main:581] : INFO : Epoch 627 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 3521.17 ms [2021-01-23 13:23:25 main:581] : INFO : Epoch 628 | loss: 0.0311776 | val_loss: 0.0311791 | Time: 3488.22 ms [2021-01-23 13:23:29 main:581] : INFO : Epoch 629 | loss: 0.0311781 | val_loss: 0.0311806 | Time: 3516.56 ms [2021-01-23 13:23:33 main:581] : INFO : Epoch 630 | loss: 0.0311792 | val_loss: 0.0311823 | Time: 3519.22 ms [2021-01-23 13:23:36 main:581] : INFO : Epoch 631 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 3491.12 ms [2021-01-23 13:23:40 main:581] : INFO : Epoch 632 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 3519.96 ms [2021-01-23 13:23:43 main:581] : INFO : Epoch 633 | loss: 0.0311777 | val_loss: 0.0311799 | Time: 3488.87 ms [2021-01-23 13:23:47 main:581] : INFO : Epoch 634 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 3515.33 ms [2021-01-23 13:23:50 main:581] : INFO : Epoch 635 | loss: 0.031178 | val_loss: 0.0311802 | Time: 3490.55 ms [2021-01-23 13:23:54 main:581] : INFO : Epoch 636 | loss: 0.0311783 | val_loss: 0.03118 | Time: 3511.23 ms [2021-01-23 13:23:57 main:581] : INFO : Epoch 637 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 3516.52 ms [2021-01-23 13:24:01 main:581] : INFO : Epoch 638 | loss: 0.0311775 | val_loss: 0.0311816 | Time: 3503.66 ms [2021-01-23 13:24:04 main:581] : INFO : Epoch 639 | loss: 0.0311779 | val_loss: 0.0311797 | Time: 3517.25 ms [2021-01-23 13:24:08 main:581] : INFO : Epoch 640 | loss: 0.0311781 | val_loss: 0.031182 | Time: 3488.43 ms [2021-01-23 13:24:11 main:581] : INFO : Epoch 641 | loss: 0.0311756 | val_loss: 0.0311808 | Time: 3509.67 ms [2021-01-23 13:24:15 main:581] : INFO : Epoch 642 | loss: 0.0311759 | val_loss: 0.0311814 | Time: 3510.85 ms [2021-01-23 13:24:18 main:581] : INFO : Epoch 643 | loss: 0.031176 | val_loss: 0.0311814 | Time: 3514.47 ms [2021-01-23 13:24:22 main:581] : INFO : Epoch 644 | loss: 0.0311754 | val_loss: 0.0311822 | Time: 3492.57 ms [2021-01-23 13:24:25 main:581] : INFO : Epoch 645 | loss: 0.0311753 | val_loss: 0.0311805 | Time: 3514.99 ms [2021-01-23 13:24:29 main:581] : INFO : Epoch 646 | loss: 0.0311743 | val_loss: 0.0311829 | Time: 3515 ms [2021-01-23 13:24:32 main:581] : INFO : Epoch 647 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 3522.52 ms [2021-01-23 13:24:36 main:581] : INFO : Epoch 648 | loss: 0.0311755 | val_loss: 0.0311809 | Time: 3488.01 ms [2021-01-23 13:24:39 main:581] : INFO : Epoch 649 | loss: 0.0311748 | val_loss: 0.0311796 | Time: 3515.98 ms [2021-01-23 13:24:43 main:581] : INFO : Epoch 650 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 3487.09 ms [2021-01-23 13:24:46 main:581] : INFO : Epoch 651 | loss: 0.0311743 | val_loss: 0.03118 | Time: 3518.88 ms [2021-01-23 13:24:50 main:581] : INFO : Epoch 652 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 3519.32 ms [2021-01-23 13:24:53 main:581] : INFO : Epoch 653 | loss: 0.0311761 | val_loss: 0.0311802 | Time: 3488.02 ms [2021-01-23 13:24:57 main:581] : INFO : Epoch 654 | loss: 0.0311746 | val_loss: 0.0311809 | Time: 3513.73 ms [2021-01-23 13:25:00 main:581] : INFO : Epoch 655 | loss: 0.0311741 | val_loss: 0.0311797 | Time: 3521.04 ms [2021-01-23 13:25:04 main:581] : INFO : Epoch 656 | loss: 0.0311725 | val_loss: 0.0311809 | Time: 3490.56 ms [2021-01-23 13:25:07 main:581] : INFO : Epoch 657 | loss: 0.0311736 | val_loss: 0.0311823 | Time: 3517.31 ms [2021-01-23 13:25:11 main:581] : INFO : Epoch 658 | loss: 0.0311741 | val_loss: 0.0311809 | Time: 3486.8 ms [2021-01-23 13:25:14 main:581] : INFO : Epoch 659 | loss: 0.031177 | val_loss: 0.0311863 | Time: 3511.97 ms [2021-01-23 13:25:18 main:581] : INFO : Epoch 660 | loss: 0.0311766 | val_loss: 0.03118 | Time: 3514.97 ms [2021-01-23 13:25:21 main:581] : INFO : Epoch 661 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 3524.37 ms [2021-01-23 13:25:25 main:581] : INFO : Epoch 662 | loss: 0.0311729 | val_loss: 0.0311811 | Time: 3492.3 ms [2021-01-23 13:25:28 main:581] : INFO : Epoch 663 | loss: 0.0311722 | val_loss: 0.0311791 | Time: 3490.49 ms [2021-01-23 13:25:32 main:581] : INFO : Epoch 664 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 3512.82 ms [2021-01-23 13:25:35 main:581] : INFO : Epoch 665 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 3518.41 ms [2021-01-23 13:25:39 main:581] : INFO : Epoch 666 | loss: 0.0311709 | val_loss: 0.031179 | Time: 3489.44 ms [2021-01-23 13:25:42 main:581] : INFO : Epoch 667 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 3512.31 ms [2021-01-23 13:25:46 main:581] : INFO : Epoch 668 | loss: 0.0311707 | val_loss: 0.0311782 | Time: 3515.74 ms [2021-01-23 13:25:49 main:581] : INFO : Epoch 669 | loss: 0.0311713 | val_loss: 0.0311806 | Time: 3491.74 ms [2021-01-23 13:25:53 main:581] : INFO : Epoch 670 | loss: 0.0311713 | val_loss: 0.031179 | Time: 3516.1 ms [2021-01-23 13:25:56 main:581] : INFO : Epoch 671 | loss: 0.0311697 | val_loss: 0.0311781 | Time: 3521.64 ms [2021-01-23 13:26:00 main:581] : INFO : Epoch 672 | loss: 0.0311706 | val_loss: 0.0311789 | Time: 3489.6 ms [2021-01-23 13:26:03 main:581] : INFO : Epoch 673 | loss: 0.0311722 | val_loss: 0.0311795 | Time: 3517.74 ms [2021-01-23 13:26:07 main:581] : INFO : Epoch 674 | loss: 0.0311707 | val_loss: 0.031178 | Time: 3520.41 ms [2021-01-23 13:26:10 main:581] : INFO : Epoch 675 | loss: 0.0311704 | val_loss: 0.0311829 | Time: 3486.09 ms [2021-01-23 13:26:14 main:581] : INFO : Epoch 676 | loss: 0.0311716 | val_loss: 0.0311783 | Time: 3514.65 ms [2021-01-23 13:26:17 main:581] : INFO : Epoch 677 | loss: 0.0311704 | val_loss: 0.0311792 | Time: 3523.31 ms [2021-01-23 13:26:21 main:581] : INFO : Epoch 678 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 3489.01 ms [2021-01-23 13:26:24 main:581] : INFO : Epoch 679 | loss: 0.0311695 | val_loss: 0.0311802 | Time: 3523.6 ms [2021-01-23 13:26:28 main:581] : INFO : Epoch 680 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 3488.57 ms [2021-01-23 13:26:31 main:581] : INFO : Epoch 681 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 3505.34 ms [2021-01-23 13:26:35 main:581] : INFO : Epoch 682 | loss: 0.0311694 | val_loss: 0.0311801 | Time: 3518.87 ms [2021-01-23 13:26:38 main:581] : INFO : Epoch 683 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 3492.23 ms [2021-01-23 13:26:42 main:581] : INFO : Epoch 684 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 3514.39 ms [2021-01-23 13:26:45 main:581] : INFO : Epoch 685 | loss: 0.0311693 | val_loss: 0.0311788 | Time: 3522.48 ms [2021-01-23 13:26:49 main:581] : INFO : Epoch 686 | loss: 0.031169 | val_loss: 0.0311767 | Time: 3490.52 ms [2021-01-23 13:26:52 main:581] : INFO : Epoch 687 | loss: 0.0311679 | val_loss: 0.0311763 | Time: 3521.86 ms [2021-01-23 13:26:56 main:581] : INFO : Epoch 688 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 3485.3 ms [2021-01-23 13:26:59 main:581] : INFO : Epoch 689 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 3513.47 ms [2021-01-23 13:27:03 main:581] : INFO : Epoch 690 | loss: 0.0311705 | val_loss: 0.0311856 | Time: 3521.43 ms [2021-01-23 13:27:06 main:581] : INFO : Epoch 691 | loss: 0.0311734 | val_loss: 0.0311765 | Time: 3490.69 ms [2021-01-23 13:27:10 main:581] : INFO : Epoch 692 | loss: 0.0311687 | val_loss: 0.0311775 | Time: 3513.68 ms [2021-01-23 13:27:14 main:581] : INFO : Epoch 693 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 3522.81 ms [2021-01-23 13:27:17 main:581] : INFO : Epoch 694 | loss: 0.0311694 | val_loss: 0.031179 | Time: 3486.75 ms [2021-01-23 13:27:21 main:581] : INFO : Epoch 695 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 3523.51 ms [2021-01-23 13:27:24 main:581] : INFO : Epoch 696 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 3491.89 ms [2021-01-23 13:27:28 main:581] : INFO : Epoch 697 | loss: 0.0311683 | val_loss: 0.0311774 | Time: 3520.45 ms [2021-01-23 13:27:31 main:581] : INFO : Epoch 698 | loss: 0.0311681 | val_loss: 0.0311762 | Time: 3492.36 ms [2021-01-23 13:27:35 main:581] : INFO : Epoch 699 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 3519.36 ms [2021-01-23 13:27:38 main:581] : INFO : Epoch 700 | loss: 0.0311705 | val_loss: 0.0311765 | Time: 3490.65 ms [2021-01-23 13:27:42 main:581] : INFO : Epoch 701 | loss: 0.0311702 | val_loss: 0.0311771 | Time: 3515.36 ms [2021-01-23 13:27:45 main:581] : INFO : Epoch 702 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 3488.54 ms [2021-01-23 13:27:49 main:581] : INFO : Epoch 703 | loss: 0.0311668 | val_loss: 0.0311775 | Time: 3506.45 ms [2021-01-23 13:27:52 main:581] : INFO : Epoch 704 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 3506.27 ms [2021-01-23 13:27:56 main:581] : INFO : Epoch 705 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 3506.46 ms [2021-01-23 13:27:59 main:581] : INFO : Epoch 706 | loss: 0.0311691 | val_loss: 0.0311782 | Time: 3509.96 ms [2021-01-23 13:28:03 main:581] : INFO : Epoch 707 | loss: 0.0311702 | val_loss: 0.0311793 | Time: 3510.34 ms [2021-01-23 13:28:06 main:581] : INFO : Epoch 708 | loss: 0.0311707 | val_loss: 0.0311798 | Time: 3515.78 ms [2021-01-23 13:28:10 main:581] : INFO : Epoch 709 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 3516.06 ms [2021-01-23 13:28:13 main:581] : INFO : Epoch 710 | loss: 0.0311727 | val_loss: 0.0311772 | Time: 3489.14 ms [2021-01-23 13:28:17 main:581] : INFO : Epoch 711 | loss: 0.03117 | val_loss: 0.0311803 | Time: 3514.43 ms [2021-01-23 13:28:20 main:581] : INFO : Epoch 712 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 3513.6 ms [2021-01-23 13:28:24 main:581] : INFO : Epoch 713 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 3520.11 ms [2021-01-23 13:28:27 main:581] : INFO : Epoch 714 | loss: 0.0311709 | val_loss: 0.0311804 | Time: 3490.51 ms [2021-01-23 13:28:31 main:581] : INFO : Epoch 715 | loss: 0.031172 | val_loss: 0.0311811 | Time: 3516.33 ms [2021-01-23 13:28:34 main:581] : INFO : Epoch 716 | loss: 0.0311695 | val_loss: 0.0311777 | Time: 3487.86 ms [2021-01-23 13:28:38 main:581] : INFO : Epoch 717 | loss: 0.0311684 | val_loss: 0.0311775 | Time: 3511.75 ms [2021-01-23 13:28:41 main:581] : INFO : Epoch 718 | loss: 0.0311675 | val_loss: 0.0311773 | Time: 3508.68 ms [2021-01-23 13:28:45 main:581] : INFO : Epoch 719 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 3523.22 ms [2021-01-23 13:28:48 main:581] : INFO : Epoch 720 | loss: 0.0311676 | val_loss: 0.031179 | Time: 3488.55 ms [2021-01-23 13:28:52 main:581] : INFO : Epoch 721 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 3513.35 ms [2021-01-23 13:28:55 main:581] : INFO : Epoch 722 | loss: 0.0311671 | val_loss: 0.0311785 | Time: 3516.6 ms [2021-01-23 13:28:59 main:581] : INFO : Epoch 723 | loss: 0.0311673 | val_loss: 0.0311795 | Time: 3490.52 ms [2021-01-23 13:29:02 main:581] : INFO : Epoch 724 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 3517.97 ms [2021-01-23 13:29:06 main:581] : INFO : Epoch 725 | loss: 0.031168 | val_loss: 0.0311807 | Time: 3524.14 ms [2021-01-23 13:29:09 main:581] : INFO : Epoch 726 | loss: 0.0311667 | val_loss: 0.031178 | Time: 3491.88 ms [2021-01-23 13:29:13 main:581] : INFO : Epoch 727 | loss: 0.0311672 | val_loss: 0.0311794 | Time: 3521.18 ms [2021-01-23 13:29:16 main:581] : INFO : Epoch 728 | loss: 0.0311683 | val_loss: 0.0311765 | Time: 3489.59 ms [2021-01-23 13:29:20 main:581] : INFO : Epoch 729 | loss: 0.0311702 | val_loss: 0.0311767 | Time: 3518.5 ms [2021-01-23 13:29:23 main:581] : INFO : Epoch 730 | loss: 0.0311677 | val_loss: 0.0311755 | Time: 3490.21 ms [2021-01-23 13:29:27 main:581] : INFO : Epoch 731 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 3521.72 ms [2021-01-23 13:29:30 main:581] : INFO : Epoch 732 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 3490.67 ms [2021-01-23 13:29:34 main:581] : INFO : Epoch 733 | loss: 0.0311673 | val_loss: 0.0311755 | Time: 3519.22 ms [2021-01-23 13:29:37 main:581] : INFO : Epoch 734 | loss: 0.0311656 | val_loss: 0.0311768 | Time: 3525.02 ms [2021-01-23 13:29:41 main:581] : INFO : Epoch 735 | loss: 0.0311654 | val_loss: 0.0311773 | Time: 3491.64 ms [2021-01-23 13:29:44 main:581] : INFO : Epoch 736 | loss: 0.0311662 | val_loss: 0.0311794 | Time: 3522.1 ms [2021-01-23 13:29:48 main:581] : INFO : Epoch 737 | loss: 0.0311664 | val_loss: 0.031175 | Time: 3488.88 ms [2021-01-23 13:29:51 main:581] : INFO : Epoch 738 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 3520.54 ms [2021-01-23 13:29:55 main:581] : INFO : Epoch 739 | loss: 0.0311638 | val_loss: 0.0311759 | Time: 3490.3 ms [2021-01-23 13:29:58 main:581] : INFO : Epoch 740 | loss: 0.0311642 | val_loss: 0.0311779 | Time: 3519.07 ms [2021-01-23 13:30:02 main:581] : INFO : Epoch 741 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 3488.77 ms [2021-01-23 13:30:05 main:581] : INFO : Epoch 742 | loss: 0.0311643 | val_loss: 0.0311766 | Time: 3515.54 ms [2021-01-23 13:30:09 main:581] : INFO : Epoch 743 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 3520.38 ms [2021-01-23 13:30:12 main:581] : INFO : Epoch 744 | loss: 0.031164 | val_loss: 0.0311783 | Time: 3489.79 ms [2021-01-23 13:30:16 main:581] : INFO : Epoch 745 | loss: 0.0311629 | val_loss: 0.031175 | Time: 3515.43 ms [2021-01-23 13:30:19 main:581] : INFO : Epoch 746 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 3521.32 ms [2021-01-23 13:30:23 main:581] : INFO : Epoch 747 | loss: 0.0311627 | val_loss: 0.0311759 | Time: 3489.55 ms [2021-01-23 13:30:26 main:581] : INFO : Epoch 748 | loss: 0.0311621 | val_loss: 0.0311774 | Time: 3517.29 ms [2021-01-23 13:30:30 main:581] : INFO : Epoch 749 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 3487.11 ms [2021-01-23 13:30:33 main:581] : INFO : Epoch 750 | loss: 0.0311638 | val_loss: 0.0311751 | Time: 3509.07 ms [2021-01-23 13:30:37 main:581] : INFO : Epoch 751 | loss: 0.0311635 | val_loss: 0.0311777 | Time: 3509.75 ms [2021-01-23 13:30:40 main:581] : INFO : Epoch 752 | loss: 0.0311638 | val_loss: 0.0311748 | Time: 3511.24 ms [2021-01-23 13:30:44 main:581] : INFO : Epoch 753 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 3520.09 ms [2021-01-23 13:30:47 main:581] : INFO : Epoch 754 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 3490.63 ms [2021-01-23 13:30:51 main:581] : INFO : Epoch 755 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 3517.78 ms [2021-01-23 13:30:55 main:581] : INFO : Epoch 756 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 3520.75 ms [2021-01-23 13:30:58 main:581] : INFO : Epoch 757 | loss: 0.0311638 | val_loss: 0.0311764 | Time: 3486.05 ms [2021-01-23 13:31:02 main:581] : INFO : Epoch 758 | loss: 0.0311638 | val_loss: 0.0311793 | Time: 3517.98 ms [2021-01-23 13:31:05 main:581] : INFO : Epoch 759 | loss: 0.0311657 | val_loss: 0.0311782 | Time: 3519.17 ms [2021-01-23 13:31:09 main:581] : INFO : Epoch 760 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 3487.89 ms [2021-01-23 13:31:12 main:581] : INFO : Epoch 761 | loss: 0.0311647 | val_loss: 0.0311783 | Time: 3519.79 ms [2021-01-23 13:31:16 main:581] : INFO : Epoch 762 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 3489.44 ms [2021-01-23 13:31:19 main:581] : INFO : Epoch 763 | loss: 0.0311648 | val_loss: 0.0311785 | Time: 3514.9 ms [2021-01-23 13:31:23 main:581] : INFO : Epoch 764 | loss: 0.0311644 | val_loss: 0.031175 | Time: 3519.13 ms [2021-01-23 13:31:26 main:581] : INFO : Epoch 765 | loss: 0.0311638 | val_loss: 0.0311756 | Time: 3486.3 ms [2021-01-23 13:31:30 main:581] : INFO : Epoch 766 | loss: 0.0311636 | val_loss: 0.0311753 | Time: 3507.41 ms [2021-01-23 13:31:33 main:581] : INFO : Epoch 767 | loss: 0.0311636 | val_loss: 0.031178 | Time: 3514.17 ms [2021-01-23 13:31:37 main:581] : INFO : Epoch 768 | loss: 0.0311637 | val_loss: 0.0311768 | Time: 3515.68 ms [2021-01-23 13:31:40 main:581] : INFO : Epoch 769 | loss: 0.0311626 | val_loss: 0.0311793 | Time: 3488.87 ms [2021-01-23 13:31:44 main:581] : INFO : Epoch 770 | loss: 0.0311628 | val_loss: 0.0311791 | Time: 3521.85 ms [2021-01-23 13:31:47 main:581] : INFO : Epoch 771 | loss: 0.0311637 | val_loss: 0.0311822 | Time: 3521.57 ms [2021-01-23 13:31:51 main:581] : INFO : Epoch 772 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 3489.02 ms [2021-01-23 13:31:54 main:581] : INFO : Epoch 773 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 3516.91 ms [2021-01-23 13:31:58 main:581] : INFO : Epoch 774 | loss: 0.0311642 | val_loss: 0.0311774 | Time: 3487.6 ms [2021-01-23 13:32:01 main:581] : INFO : Epoch 775 | loss: 0.0311653 | val_loss: 0.031179 | Time: 3524.83 ms [2021-01-23 13:32:05 main:581] : INFO : Epoch 776 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 3488.16 ms [2021-01-23 13:32:08 main:581] : INFO : Epoch 777 | loss: 0.031165 | val_loss: 0.0311759 | Time: 3508.03 ms [2021-01-23 13:32:12 main:581] : INFO : Epoch 778 | loss: 0.0311646 | val_loss: 0.0311814 | Time: 3512.34 ms [2021-01-23 13:32:15 main:581] : INFO : Epoch 779 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 3519.48 ms [2021-01-23 13:32:19 main:581] : INFO : Epoch 780 | loss: 0.0311625 | val_loss: 0.0311795 | Time: 3519.93 ms [2021-01-23 13:32:22 main:581] : INFO : Epoch 781 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 3487.95 ms [2021-01-23 13:32:26 main:581] : INFO : Epoch 782 | loss: 0.031163 | val_loss: 0.031179 | Time: 3518.56 ms [2021-01-23 13:32:29 main:581] : INFO : Epoch 783 | loss: 0.0311639 | val_loss: 0.0311768 | Time: 3488.67 ms [2021-01-23 13:32:33 main:581] : INFO : Epoch 784 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 3514.52 ms [2021-01-23 13:32:36 main:581] : INFO : Epoch 785 | loss: 0.0311631 | val_loss: 0.0311787 | Time: 3523.95 ms [2021-01-23 13:32:40 main:581] : INFO : Epoch 786 | loss: 0.0311641 | val_loss: 0.0311806 | Time: 3489.66 ms [2021-01-23 13:32:43 main:581] : INFO : Epoch 787 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 3514.1 ms [2021-01-23 13:32:47 main:581] : INFO : Epoch 788 | loss: 0.0311652 | val_loss: 0.0311813 | Time: 3521.91 ms [2021-01-23 13:32:50 main:581] : INFO : Epoch 789 | loss: 0.0311675 | val_loss: 0.0311805 | Time: 3489.87 ms [2021-01-23 13:32:54 main:581] : INFO : Epoch 790 | loss: 0.0311657 | val_loss: 0.031179 | Time: 3515.11 ms [2021-01-23 13:32:57 main:581] : INFO : Epoch 791 | loss: 0.0311645 | val_loss: 0.03118 | Time: 3491.93 ms [2021-01-23 13:33:01 main:581] : INFO : Epoch 792 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 3524.12 ms [2021-01-23 13:33:04 main:581] : INFO : Epoch 793 | loss: 0.0311648 | val_loss: 0.031178 | Time: 3487.75 ms [2021-01-23 13:33:08 main:581] : INFO : Epoch 794 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 3515.07 ms [2021-01-23 13:33:11 main:581] : INFO : Epoch 795 | loss: 0.0311643 | val_loss: 0.0311781 | Time: 3517.22 ms [2021-01-23 13:33:15 main:581] : INFO : Epoch 796 | loss: 0.031164 | val_loss: 0.031179 | Time: 3490.45 ms [2021-01-23 13:33:18 main:581] : INFO : Epoch 797 | loss: 0.031164 | val_loss: 0.0311791 | Time: 3511.23 ms [2021-01-23 13:33:22 main:581] : INFO : Epoch 798 | loss: 0.031163 | val_loss: 0.0311788 | Time: 3508.9 ms [2021-01-23 13:33:25 main:581] : INFO : Epoch 799 | loss: 0.0311642 | val_loss: 0.031181 | Time: 3518.68 ms [2021-01-23 13:33:29 main:581] : INFO : Epoch 800 | loss: 0.0311637 | val_loss: 0.0311781 | Time: 3490.22 ms [2021-01-23 13:33:32 main:581] : INFO : Epoch 801 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 3512.67 ms [2021-01-23 13:33:36 main:581] : INFO : Epoch 802 | loss: 0.0311658 | val_loss: 0.0311837 | Time: 3517.88 ms [2021-01-23 13:33:39 main:581] : INFO : Epoch 803 | loss: 0.0311632 | val_loss: 0.0311772 | Time: 3492.8 ms [2021-01-23 13:33:43 main:581] : INFO : Epoch 804 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 3517.45 ms [2021-01-23 13:33:46 main:581] : INFO : Epoch 805 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 3523.3 ms [2021-01-23 13:33:50 main:581] : INFO : Epoch 806 | loss: 0.0311657 | val_loss: 0.0311823 | Time: 3490.6 ms [2021-01-23 13:33:53 main:581] : INFO : Epoch 807 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 3520.86 ms [2021-01-23 13:33:57 main:581] : INFO : Epoch 808 | loss: 0.0311705 | val_loss: 0.0311768 | Time: 3491.04 ms [2021-01-23 13:34:00 main:581] : INFO : Epoch 809 | loss: 0.0311687 | val_loss: 0.0311755 | Time: 3514.8 ms [2021-01-23 13:34:04 main:581] : INFO : Epoch 810 | loss: 0.0311679 | val_loss: 0.0311783 | Time: 3518.33 ms [2021-01-23 13:34:07 main:581] : INFO : Epoch 811 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 3488.12 ms [2021-01-23 13:34:11 main:581] : INFO : Epoch 812 | loss: 0.0311653 | val_loss: 0.0311748 | Time: 3507.3 ms [2021-01-23 13:34:14 main:581] : INFO : Epoch 813 | loss: 0.0311644 | val_loss: 0.0311775 | Time: 3514.51 ms [2021-01-23 13:34:18 main:581] : INFO : Epoch 814 | loss: 0.0311639 | val_loss: 0.0311749 | Time: 3519.28 ms [2021-01-23 13:34:21 main:581] : INFO : Epoch 815 | loss: 0.0311634 | val_loss: 0.0311789 | Time: 3489.01 ms [2021-01-23 13:34:25 main:581] : INFO : Epoch 816 | loss: 0.0311656 | val_loss: 0.0311788 | Time: 3512.31 ms [2021-01-23 13:34:28 main:581] : INFO : Epoch 817 | loss: 0.0311659 | val_loss: 0.0311813 | Time: 3520.84 ms [2021-01-23 13:34:32 main:581] : INFO : Epoch 818 | loss: 0.0311647 | val_loss: 0.0311796 | Time: 3490.29 ms [2021-01-23 13:34:35 main:581] : INFO : Epoch 819 | loss: 0.031164 | val_loss: 0.0311772 | Time: 3513.46 ms [2021-01-23 13:34:39 main:581] : INFO : Epoch 820 | loss: 0.0311656 | val_loss: 0.0311806 | Time: 3514.58 ms [2021-01-23 13:34:42 main:581] : INFO : Epoch 821 | loss: 0.0311648 | val_loss: 0.0311794 | Time: 3489.21 ms [2021-01-23 13:34:46 main:581] : INFO : Epoch 822 | loss: 0.031164 | val_loss: 0.0311802 | Time: 3506.43 ms [2021-01-23 13:34:50 main:581] : INFO : Epoch 823 | loss: 0.0311709 | val_loss: 0.0311815 | Time: 3509.73 ms [2021-01-23 13:34:53 main:581] : INFO : Epoch 824 | loss: 0.031175 | val_loss: 0.0311847 | Time: 3515.16 ms [2021-01-23 13:34:57 main:581] : INFO : Epoch 825 | loss: 0.0311729 | val_loss: 0.0311806 | Time: 3513.34 ms [2021-01-23 13:35:00 main:581] : INFO : Epoch 826 | loss: 0.0311738 | val_loss: 0.0311783 | Time: 3521.81 ms [2021-01-23 13:35:04 main:581] : INFO : Epoch 827 | loss: 0.0311731 | val_loss: 0.0311793 | Time: 3491.98 ms [2021-01-23 13:35:07 main:581] : INFO : Epoch 828 | loss: 0.0311716 | val_loss: 0.0311824 | Time: 3519.43 ms [2021-01-23 13:35:11 main:581] : INFO : Epoch 829 | loss: 0.031171 | val_loss: 0.0311788 | Time: 3490.41 ms [2021-01-23 13:35:14 main:581] : INFO : Epoch 830 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 3514.84 ms [2021-01-23 13:35:18 main:581] : INFO : Epoch 831 | loss: 0.0311689 | val_loss: 0.0311772 | Time: 3519.03 ms [2021-01-23 13:35:21 main:581] : INFO : Epoch 832 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 3489.09 ms [2021-01-23 13:35:25 main:581] : INFO : Epoch 833 | loss: 0.0311677 | val_loss: 0.0311797 | Time: 3516.45 ms [2021-01-23 13:35:28 main:581] : INFO : Epoch 834 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 3488.87 ms [2021-01-23 13:35:32 main:581] : INFO : Epoch 835 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 3506.4 ms [2021-01-23 13:35:35 main:581] : INFO : Epoch 836 | loss: 0.031164 | val_loss: 0.0311753 | Time: 3509.56 ms [2021-01-23 13:35:39 main:581] : INFO : Epoch 837 | loss: 0.0311622 | val_loss: 0.0311737 | Time: 3516.37 ms [2021-01-23 13:35:42 main:581] : INFO : Epoch 838 | loss: 0.0311634 | val_loss: 0.0311767 | Time: 3520.43 ms [2021-01-23 13:35:46 main:581] : INFO : Epoch 839 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 3491.91 ms [2021-01-23 13:35:49 main:581] : INFO : Epoch 840 | loss: 0.0311645 | val_loss: 0.0311833 | Time: 3517.32 ms [2021-01-23 13:35:53 main:581] : INFO : Epoch 841 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 3489.9 ms [2021-01-23 13:35:56 main:581] : INFO : Epoch 842 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 3510.87 ms [2021-01-23 13:36:00 main:581] : INFO : Epoch 843 | loss: 0.0311624 | val_loss: 0.031173 | Time: 3512.49 ms [2021-01-23 13:36:03 main:581] : INFO : Epoch 844 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 3519.21 ms [2021-01-23 13:36:07 main:581] : INFO : Epoch 845 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 3491.43 ms [2021-01-23 13:36:10 main:581] : INFO : Epoch 846 | loss: 0.0311608 | val_loss: 0.0311731 | Time: 3514.15 ms [2021-01-23 13:36:14 main:581] : INFO : Epoch 847 | loss: 0.0311634 | val_loss: 0.0311744 | Time: 3522.16 ms [2021-01-23 13:36:17 main:581] : INFO : Epoch 848 | loss: 0.0311648 | val_loss: 0.0311723 | Time: 3489.24 ms [2021-01-23 13:36:21 main:581] : INFO : Epoch 849 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 3516.28 ms [2021-01-23 13:36:24 main:581] : INFO : Epoch 850 | loss: 0.031166 | val_loss: 0.0311747 | Time: 3487.06 ms [2021-01-23 13:36:28 main:581] : INFO : Epoch 851 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 3515.33 ms [2021-01-23 13:36:31 main:581] : INFO : Epoch 852 | loss: 0.0311624 | val_loss: 0.0311744 | Time: 3514.15 ms [2021-01-23 13:36:35 main:581] : INFO : Epoch 853 | loss: 0.0311632 | val_loss: 0.0311781 | Time: 3517.7 ms [2021-01-23 13:36:38 main:581] : INFO : Epoch 854 | loss: 0.0311624 | val_loss: 0.0311743 | Time: 3491.98 ms [2021-01-23 13:36:42 main:581] : INFO : Epoch 855 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 3513.49 ms [2021-01-23 13:36:45 main:581] : INFO : Epoch 856 | loss: 0.0311623 | val_loss: 0.0311758 | Time: 3516.16 ms [2021-01-23 13:36:49 main:581] : INFO : Epoch 857 | loss: 0.0311618 | val_loss: 0.0311753 | Time: 3490.26 ms [2021-01-23 13:36:52 main:581] : INFO : Epoch 858 | loss: 0.0311611 | val_loss: 0.0311788 | Time: 3511.68 ms [2021-01-23 13:36:56 main:581] : INFO : Epoch 859 | loss: 0.031161 | val_loss: 0.0311784 | Time: 3517.97 ms [2021-01-23 13:36:59 main:581] : INFO : Epoch 860 | loss: 0.0311611 | val_loss: 0.0311794 | Time: 3487.12 ms [2021-01-23 13:37:03 main:581] : INFO : Epoch 861 | loss: 0.031162 | val_loss: 0.0311764 | Time: 3510.62 ms [2021-01-23 13:37:06 main:581] : INFO : Epoch 862 | loss: 0.0311609 | val_loss: 0.0311801 | Time: 3507.12 ms [2021-01-23 13:37:10 main:581] : INFO : Epoch 863 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 3514.85 ms [2021-01-23 13:37:13 main:581] : INFO : Epoch 864 | loss: 0.0311607 | val_loss: 0.031175 | Time: 3524.36 ms [2021-01-23 13:37:17 main:581] : INFO : Epoch 865 | loss: 0.0311613 | val_loss: 0.031178 | Time: 3486.64 ms [2021-01-23 13:37:20 main:581] : INFO : Epoch 866 | loss: 0.0311605 | val_loss: 0.0311773 | Time: 3516.36 ms [2021-01-23 13:37:24 main:581] : INFO : Epoch 867 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 3489.96 ms [2021-01-23 13:37:27 main:581] : INFO : Epoch 868 | loss: 0.0311604 | val_loss: 0.0311788 | Time: 3513.79 ms [2021-01-23 13:37:31 main:581] : INFO : Epoch 869 | loss: 0.0311599 | val_loss: 0.0311774 | Time: 3517.46 ms [2021-01-23 13:37:34 main:581] : INFO : Epoch 870 | loss: 0.031162 | val_loss: 0.0311753 | Time: 3523.09 ms [2021-01-23 13:37:38 main:581] : INFO : Epoch 871 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 3486.41 ms [2021-01-23 13:37:41 main:581] : INFO : Epoch 872 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 3519.72 ms [2021-01-23 13:37:45 main:581] : INFO : Epoch 873 | loss: 0.0311608 | val_loss: 0.0311778 | Time: 3489.68 ms [2021-01-23 13:37:48 main:581] : INFO : Epoch 874 | loss: 0.0311605 | val_loss: 0.0311739 | Time: 3517.63 ms [2021-01-23 13:37:52 main:581] : INFO : Epoch 875 | loss: 0.0311621 | val_loss: 0.0311752 | Time: 3524.52 ms [2021-01-23 13:37:55 main:581] : INFO : Epoch 876 | loss: 0.0311614 | val_loss: 0.0311776 | Time: 3487.98 ms [2021-01-23 13:37:59 main:581] : INFO : Epoch 877 | loss: 0.031165 | val_loss: 0.0311779 | Time: 3519.71 ms [2021-01-23 13:38:02 main:581] : INFO : Epoch 878 | loss: 0.0311648 | val_loss: 0.031181 | Time: 3491.95 ms [2021-01-23 13:38:06 main:581] : INFO : Epoch 879 | loss: 0.031169 | val_loss: 0.0311816 | Time: 3517.73 ms [2021-01-23 13:38:09 main:581] : INFO : Epoch 880 | loss: 0.0311658 | val_loss: 0.0311806 | Time: 3518.36 ms [2021-01-23 13:38:13 main:581] : INFO : Epoch 881 | loss: 0.0311671 | val_loss: 0.0311799 | Time: 3490.18 ms [2021-01-23 13:38:16 main:581] : INFO : Epoch 882 | loss: 0.0311749 | val_loss: 0.0311781 | Time: 3518.62 ms [2021-01-23 13:38:20 main:581] : INFO : Epoch 883 | loss: 0.0311719 | val_loss: 0.03118 | Time: 3490.31 ms [2021-01-23 13:38:23 main:581] : INFO : Epoch 884 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 3511.02 ms [2021-01-23 13:38:27 main:581] : INFO : Epoch 885 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 3514.33 ms [2021-01-23 13:38:31 main:581] : INFO : Epoch 886 | loss: 0.0311665 | val_loss: 0.0311758 | Time: 3521.46 ms [2021-01-23 13:38:34 main:581] : INFO : Epoch 887 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 3491.35 ms [2021-01-23 13:38:38 main:581] : INFO : Epoch 888 | loss: 0.031166 | val_loss: 0.0311734 | Time: 3521.84 ms [2021-01-23 13:38:41 main:581] : INFO : Epoch 889 | loss: 0.0311653 | val_loss: 0.0311738 | Time: 3488.38 ms [2021-01-23 13:38:45 main:581] : INFO : Epoch 890 | loss: 0.0311649 | val_loss: 0.0311736 | Time: 3508.76 ms [2021-01-23 13:38:48 main:581] : INFO : Epoch 891 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 3513.72 ms [2021-01-23 13:38:52 main:581] : INFO : Epoch 892 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 3522.17 ms [2021-01-23 13:38:55 main:581] : INFO : Epoch 893 | loss: 0.031163 | val_loss: 0.0311781 | Time: 3491.44 ms [2021-01-23 13:38:59 main:581] : INFO : Epoch 894 | loss: 0.031166 | val_loss: 0.0311769 | Time: 3521.43 ms [2021-01-23 13:39:02 main:581] : INFO : Epoch 895 | loss: 0.0311666 | val_loss: 0.0311801 | Time: 3488.08 ms [2021-01-23 13:39:06 main:581] : INFO : Epoch 896 | loss: 0.0311649 | val_loss: 0.0311779 | Time: 3521.15 ms [2021-01-23 13:39:09 main:581] : INFO : Epoch 897 | loss: 0.0311645 | val_loss: 0.031175 | Time: 3489.37 ms [2021-01-23 13:39:13 main:581] : INFO : Epoch 898 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 3512.73 ms [2021-01-23 13:39:16 main:581] : INFO : Epoch 899 | loss: 0.031162 | val_loss: 0.0311797 | Time: 3524.2 ms [2021-01-23 13:39:20 main:581] : INFO : Epoch 900 | loss: 0.0311674 | val_loss: 0.0311797 | Time: 3490.87 ms [2021-01-23 13:39:23 main:581] : INFO : Epoch 901 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 3520.95 ms [2021-01-23 13:39:27 main:581] : INFO : Epoch 902 | loss: 0.0311618 | val_loss: 0.0311779 | Time: 3491.59 ms [2021-01-23 13:39:30 main:581] : INFO : Epoch 903 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 3519.89 ms [2021-01-23 13:39:34 main:581] : INFO : Epoch 904 | loss: 0.0311611 | val_loss: 0.0311758 | Time: 3488.65 ms [2021-01-23 13:39:37 main:581] : INFO : Epoch 905 | loss: 0.0311611 | val_loss: 0.0311779 | Time: 3516.32 ms [2021-01-23 13:39:41 main:581] : INFO : Epoch 906 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 3489.68 ms [2021-01-23 13:39:44 main:581] : INFO : Epoch 907 | loss: 0.031162 | val_loss: 0.0311738 | Time: 3508.92 ms [2021-01-23 13:39:48 main:581] : INFO : Epoch 908 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 3510.92 ms [2021-01-23 13:39:51 main:581] : INFO : Epoch 909 | loss: 0.0311616 | val_loss: 0.0311748 | Time: 3519.36 ms [2021-01-23 13:39:55 main:581] : INFO : Epoch 910 | loss: 0.0311636 | val_loss: 0.0311791 | Time: 3493.2 ms [2021-01-23 13:39:58 main:581] : INFO : Epoch 911 | loss: 0.0311616 | val_loss: 0.0311757 | Time: 3520.48 ms [2021-01-23 13:40:02 main:581] : INFO : Epoch 912 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 3490.99 ms [2021-01-23 13:40:05 main:581] : INFO : Epoch 913 | loss: 0.0311612 | val_loss: 0.0311752 | Time: 3512.76 ms [2021-01-23 13:40:09 main:581] : INFO : Epoch 914 | loss: 0.0311601 | val_loss: 0.0311745 | Time: 3515.28 ms [2021-01-23 13:40:12 main:581] : INFO : Epoch 915 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 3519.41 ms [2021-01-23 13:40:16 main:581] : INFO : Epoch 916 | loss: 0.0311602 | val_loss: 0.0311739 | Time: 3491.9 ms [2021-01-23 13:40:19 main:581] : INFO : Epoch 917 | loss: 0.0311606 | val_loss: 0.0311761 | Time: 3522.82 ms [2021-01-23 13:40:23 main:581] : INFO : Epoch 918 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 3488.17 ms [2021-01-23 13:40:26 main:581] : INFO : Epoch 919 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 3521.3 ms [2021-01-23 13:40:30 main:581] : INFO : Epoch 920 | loss: 0.0311673 | val_loss: 0.0311783 | Time: 3490.81 ms [2021-01-23 13:40:33 main:581] : INFO : Epoch 921 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 3518.84 ms [2021-01-23 13:40:37 main:581] : INFO : Epoch 922 | loss: 0.0311646 | val_loss: 0.0311748 | Time: 3491.09 ms [2021-01-23 13:40:40 main:581] : INFO : Epoch 923 | loss: 0.031164 | val_loss: 0.0311741 | Time: 3520.34 ms [2021-01-23 13:40:44 main:581] : INFO : Epoch 924 | loss: 0.0311649 | val_loss: 0.0311773 | Time: 3487.75 ms [2021-01-23 13:40:47 main:581] : INFO : Epoch 925 | loss: 0.0311712 | val_loss: 0.0311792 | Time: 3513.98 ms [2021-01-23 13:40:51 main:581] : INFO : Epoch 926 | loss: 0.0311681 | val_loss: 0.0311783 | Time: 3509.04 ms [2021-01-23 13:40:54 main:581] : INFO : Epoch 927 | loss: 0.0311696 | val_loss: 0.0311821 | Time: 3509.36 ms [2021-01-23 13:40:58 main:581] : INFO : Epoch 928 | loss: 0.0311693 | val_loss: 0.0311843 | Time: 3516.23 ms [2021-01-23 13:41:01 main:581] : INFO : Epoch 929 | loss: 0.0311686 | val_loss: 0.031183 | Time: 3490.66 ms [2021-01-23 13:41:05 main:581] : INFO : Epoch 930 | loss: 0.0311656 | val_loss: 0.0311777 | Time: 3512.97 ms [2021-01-23 13:41:08 main:581] : INFO : Epoch 931 | loss: 0.0311645 | val_loss: 0.0311794 | Time: 3510.5 ms [2021-01-23 13:41:12 main:581] : INFO : Epoch 932 | loss: 0.031164 | val_loss: 0.0311811 | Time: 3524.69 ms [2021-01-23 13:41:15 main:581] : INFO : Epoch 933 | loss: 0.031166 | val_loss: 0.0311784 | Time: 3488.36 ms [2021-01-23 13:41:19 main:581] : INFO : Epoch 934 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 3516.26 ms [2021-01-23 13:41:22 main:581] : INFO : Epoch 935 | loss: 0.0311649 | val_loss: 0.0311784 | Time: 3522.98 ms [2021-01-23 13:41:26 main:581] : INFO : Epoch 936 | loss: 0.031164 | val_loss: 0.0311778 | Time: 3495.48 ms [2021-01-23 13:41:29 main:581] : INFO : Epoch 937 | loss: 0.0311635 | val_loss: 0.0311769 | Time: 3492.58 ms [2021-01-23 13:41:33 main:581] : INFO : Epoch 938 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 3519.43 ms [2021-01-23 13:41:36 main:581] : INFO : Epoch 939 | loss: 0.0311676 | val_loss: 0.0311768 | Time: 3492.62 ms [2021-01-23 13:41:40 main:581] : INFO : Epoch 940 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 3512.71 ms [2021-01-23 13:41:43 main:581] : INFO : Epoch 941 | loss: 0.0311639 | val_loss: 0.0311781 | Time: 3522.53 ms [2021-01-23 13:41:47 main:581] : INFO : Epoch 942 | loss: 0.0311661 | val_loss: 0.031177 | Time: 3488.51 ms [2021-01-23 13:41:50 main:581] : INFO : Epoch 943 | loss: 0.0311649 | val_loss: 0.0311767 | Time: 3526.38 ms [2021-01-23 13:41:54 main:581] : INFO : Epoch 944 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 3490.98 ms [2021-01-23 13:41:57 main:581] : INFO : Epoch 945 | loss: 0.0311646 | val_loss: 0.0311773 | Time: 3522.74 ms [2021-01-23 13:42:01 main:581] : INFO : Epoch 946 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 3490.56 ms [2021-01-23 13:42:04 main:581] : INFO : Epoch 947 | loss: 0.0311655 | val_loss: 0.0311783 | Time: 3521.19 ms [2021-01-23 13:42:08 main:581] : INFO : Epoch 948 | loss: 0.0311657 | val_loss: 0.0311802 | Time: 3488.22 ms [2021-01-23 13:42:11 main:581] : INFO : Epoch 949 | loss: 0.0311662 | val_loss: 0.0311791 | Time: 3515.59 ms [2021-01-23 13:42:15 main:581] : INFO : Epoch 950 | loss: 0.031165 | val_loss: 0.0311781 | Time: 3521.07 ms [2021-01-23 13:42:19 main:581] : INFO : Epoch 951 | loss: 0.0311673 | val_loss: 0.0311789 | Time: 3488.98 ms [2021-01-23 13:42:22 main:581] : INFO : Epoch 952 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 3520.87 ms [2021-01-23 13:42:26 main:581] : INFO : Epoch 953 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 3489.16 ms [2021-01-23 13:42:29 main:581] : INFO : Epoch 954 | loss: 0.0311627 | val_loss: 0.0311788 | Time: 3518.1 ms [2021-01-23 13:42:33 main:581] : INFO : Epoch 955 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 3489.67 ms [2021-01-23 13:42:36 main:581] : INFO : Epoch 956 | loss: 0.0311634 | val_loss: 0.0311816 | Time: 3515.46 ms [2021-01-23 13:42:40 main:581] : INFO : Epoch 957 | loss: 0.031165 | val_loss: 0.0311793 | Time: 3520.07 ms [2021-01-23 13:42:43 main:581] : INFO : Epoch 958 | loss: 0.0311655 | val_loss: 0.031178 | Time: 3489.54 ms [2021-01-23 13:42:47 main:581] : INFO : Epoch 959 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 3517.27 ms [2021-01-23 13:42:50 main:581] : INFO : Epoch 960 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 3515.29 ms [2021-01-23 13:42:54 main:581] : INFO : Epoch 961 | loss: 0.0311656 | val_loss: 0.0311798 | Time: 3487.1 ms [2021-01-23 13:42:57 main:581] : INFO : Epoch 962 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 3515.6 ms [2021-01-23 13:43:01 main:581] : INFO : Epoch 963 | loss: 0.0311635 | val_loss: 0.0311724 | Time: 3522.35 ms [2021-01-23 13:43:04 main:581] : INFO : Epoch 964 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 3490.35 ms [2021-01-23 13:43:08 main:581] : INFO : Epoch 965 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 3515.63 ms [2021-01-23 13:43:11 main:581] : INFO : Epoch 966 | loss: 0.0311635 | val_loss: 0.0311744 | Time: 3525.81 ms [2021-01-23 13:43:15 main:581] : INFO : Epoch 967 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 3487.97 ms [2021-01-23 13:43:18 main:581] : INFO : Epoch 968 | loss: 0.0311627 | val_loss: 0.031176 | Time: 3521.27 ms [2021-01-23 13:43:22 main:581] : INFO : Epoch 969 | loss: 0.0311618 | val_loss: 0.0311744 | Time: 3489.42 ms [2021-01-23 13:43:25 main:581] : INFO : Epoch 970 | loss: 0.031162 | val_loss: 0.0311764 | Time: 3513.73 ms [2021-01-23 13:43:29 main:581] : INFO : Epoch 971 | loss: 0.0311609 | val_loss: 0.0311773 | Time: 3525.36 ms [2021-01-23 13:43:32 main:581] : INFO : Epoch 972 | loss: 0.0311613 | val_loss: 0.0311727 | Time: 3497.46 ms [2021-01-23 13:43:36 main:581] : INFO : Epoch 973 | loss: 0.0311608 | val_loss: 0.0311745 | Time: 3491.46 ms [2021-01-23 13:43:39 main:581] : INFO : Epoch 974 | loss: 0.0311597 | val_loss: 0.031173 | Time: 3522.57 ms [2021-01-23 13:43:43 main:581] : INFO : Epoch 975 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 3487.2 ms [2021-01-23 13:43:46 main:581] : INFO : Epoch 976 | loss: 0.0311597 | val_loss: 0.0311736 | Time: 3514.47 ms [2021-01-23 13:43:50 main:581] : INFO : Epoch 977 | loss: 0.0311597 | val_loss: 0.0311726 | Time: 3522.55 ms [2021-01-23 13:43:53 main:581] : INFO : Epoch 978 | loss: 0.0311595 | val_loss: 0.031174 | Time: 3488.07 ms [2021-01-23 13:43:57 main:581] : INFO : Epoch 979 | loss: 0.03116 | val_loss: 0.0311726 | Time: 3515.65 ms [2021-01-23 13:44:00 main:581] : INFO : Epoch 980 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 3496.47 ms [2021-01-23 13:44:04 main:581] : INFO : Epoch 981 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 3519.37 ms [2021-01-23 13:44:07 main:581] : INFO : Epoch 982 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 3491.49 ms [2021-01-23 13:44:11 main:581] : INFO : Epoch 983 | loss: 0.0311592 | val_loss: 0.031173 | Time: 3516 ms [2021-01-23 13:44:14 main:581] : INFO : Epoch 984 | loss: 0.0311598 | val_loss: 0.031172 | Time: 3518.6 ms [2021-01-23 13:44:18 main:581] : INFO : Epoch 985 | loss: 0.0311587 | val_loss: 0.0311727 | Time: 3492.11 ms [2021-01-23 13:44:21 main:581] : INFO : Epoch 986 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 3519.67 ms [2021-01-23 13:44:25 main:581] : INFO : Epoch 987 | loss: 0.0311588 | val_loss: 0.0311732 | Time: 3491.21 ms [2021-01-23 13:44:28 main:581] : INFO : Epoch 988 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 3518.14 ms [2021-01-23 13:44:32 main:581] : INFO : Epoch 989 | loss: 0.0311592 | val_loss: 0.031172 | Time: 3522.02 ms [2021-01-23 13:44:35 main:581] : INFO : Epoch 990 | loss: 0.0311594 | val_loss: 0.0311758 | Time: 3487.32 ms [2021-01-23 13:44:39 main:581] : INFO : Epoch 991 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 3520.19 ms [2021-01-23 13:44:42 main:581] : INFO : Epoch 992 | loss: 0.0311605 | val_loss: 0.0311723 | Time: 3492.17 ms [2021-01-23 13:44:46 main:581] : INFO : Epoch 993 | loss: 0.0311595 | val_loss: 0.0311735 | Time: 3512.43 ms [2021-01-23 13:44:49 main:581] : INFO : Epoch 994 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 3517.31 ms [2021-01-23 13:44:53 main:581] : INFO : Epoch 995 | loss: 0.0311586 | val_loss: 0.0311714 | Time: 3487.35 ms [2021-01-23 13:44:56 main:581] : INFO : Epoch 996 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 3508.71 ms [2021-01-23 13:45:00 main:581] : INFO : Epoch 997 | loss: 0.0311594 | val_loss: 0.0311718 | Time: 3512.41 ms [2021-01-23 13:45:03 main:581] : INFO : Epoch 998 | loss: 0.0311589 | val_loss: 0.031172 | Time: 3512.92 ms [2021-01-23 13:45:07 main:581] : INFO : Epoch 999 | loss: 0.0311583 | val_loss: 0.0311718 | Time: 3523.97 ms [2021-01-23 13:45:10 main:581] : INFO : Epoch 1000 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 3487.36 ms [2021-01-23 13:45:14 main:581] : INFO : Epoch 1001 | loss: 0.031158 | val_loss: 0.0311711 | Time: 3515.27 ms [2021-01-23 13:45:17 main:581] : INFO : Epoch 1002 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 3523.06 ms [2021-01-23 13:45:21 main:581] : INFO : Epoch 1003 | loss: 0.0311602 | val_loss: 0.0311712 | Time: 3489.16 ms [2021-01-23 13:45:24 main:581] : INFO : Epoch 1004 | loss: 0.0311588 | val_loss: 0.031171 | Time: 3521.66 ms [2021-01-23 13:45:28 main:581] : INFO : Epoch 1005 | loss: 0.0311587 | val_loss: 0.0311738 | Time: 3491.06 ms [2021-01-23 13:45:31 main:581] : INFO : Epoch 1006 | loss: 0.0311601 | val_loss: 0.031173 | Time: 3522.31 ms [2021-01-23 13:45:35 main:581] : INFO : Epoch 1007 | loss: 0.0311605 | val_loss: 0.0311721 | Time: 3493.53 ms [2021-01-23 13:45:38 main:581] : INFO : Epoch 1008 | loss: 0.031159 | val_loss: 0.0311785 | Time: 3492.24 ms [2021-01-23 13:45:42 main:581] : INFO : Epoch 1009 | loss: 0.0311607 | val_loss: 0.0311739 | Time: 3512.76 ms [2021-01-23 13:45:45 main:581] : INFO : Epoch 1010 | loss: 0.0311604 | val_loss: 0.0311728 | Time: 3512.64 ms [2021-01-23 13:45:49 main:581] : INFO : Epoch 1011 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 3521.1 ms [2021-01-23 13:45:52 main:581] : INFO : Epoch 1012 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 3489.48 ms [2021-01-23 13:45:56 main:581] : INFO : Epoch 1013 | loss: 0.03116 | val_loss: 0.0311755 | Time: 3516.47 ms [2021-01-23 13:45:59 main:581] : INFO : Epoch 1014 | loss: 0.0311618 | val_loss: 0.031172 | Time: 3488.12 ms [2021-01-23 13:46:03 main:581] : INFO : Epoch 1015 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 3514.04 ms [2021-01-23 13:46:07 main:581] : INFO : Epoch 1016 | loss: 0.0311608 | val_loss: 0.031172 | Time: 3514.78 ms [2021-01-23 13:46:10 main:581] : INFO : Epoch 1017 | loss: 0.03116 | val_loss: 0.0311738 | Time: 3518.18 ms [2021-01-23 13:46:14 main:581] : INFO : Epoch 1018 | loss: 0.0311583 | val_loss: 0.0311731 | Time: 3491.11 ms [2021-01-23 13:46:17 main:581] : INFO : Epoch 1019 | loss: 0.0311604 | val_loss: 0.031175 | Time: 3522.78 ms [2021-01-23 13:46:21 main:581] : INFO : Epoch 1020 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 3489.35 ms [2021-01-23 13:46:24 main:581] : INFO : Epoch 1021 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 3512.05 ms [2021-01-23 13:46:28 main:581] : INFO : Epoch 1022 | loss: 0.0311618 | val_loss: 0.0311734 | Time: 3520.39 ms [2021-01-23 13:46:31 main:581] : INFO : Epoch 1023 | loss: 0.0311662 | val_loss: 0.03118 | Time: 3487.91 ms [2021-01-23 13:46:35 main:581] : INFO : Epoch 1024 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 3510.66 ms [2021-01-23 13:46:35 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311755 [2021-01-23 13:46:35 main:610] : INFO : Saving end state to config to file [2021-01-23 13:46:35 main:615] : INFO : Success, exiting.. 13:46:35 (1620947): 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)