Task 3358748
| Name | ParityMachine-1605455027-20181-7_0 |
| Workunit | 1620541 |
| Created | 19 Dec 2020, 8:02:34 UTC |
| Sent | 20 Dec 2020, 23:36:04 UTC |
| Report deadline | 27 Dec 2020, 23:36:04 UTC |
| Received | 21 Dec 2020, 13:59:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 42 sec |
| CPU time | 34 min 38 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 581] : INFO : Epoch 510 | loss: 0.0311792 | val_loss: 0.0311946 | Time: 2025.94 ms [2020-12-21 07:42:11 main:581] : INFO : Epoch 511 | loss: 0.0311794 | val_loss: 0.0311971 | Time: 2024.63 ms [2020-12-21 07:42:13 main:581] : INFO : Epoch 512 | loss: 0.031181 | val_loss: 0.0311948 | Time: 2024.57 ms [2020-12-21 07:42:15 main:581] : INFO : Epoch 513 | loss: 0.0311803 | val_loss: 0.0311986 | Time: 2024.34 ms [2020-12-21 07:42:17 main:581] : INFO : Epoch 514 | loss: 0.031179 | val_loss: 0.031197 | Time: 2024.49 ms [2020-12-21 07:42:19 main:581] : INFO : Epoch 515 | loss: 0.0311791 | val_loss: 0.0311948 | Time: 2015.98 ms [2020-12-21 07:42:21 main:581] : INFO : Epoch 516 | loss: 0.0311782 | val_loss: 0.0311944 | Time: 2016.67 ms [2020-12-21 07:42:23 main:581] : INFO : Epoch 517 | loss: 0.0311784 | val_loss: 0.0311959 | Time: 2009.82 ms [2020-12-21 07:42:25 main:581] : INFO : Epoch 518 | loss: 0.0311785 | val_loss: 0.0311954 | Time: 2018.36 ms [2020-12-21 07:42:27 main:581] : INFO : Epoch 519 | loss: 0.0311773 | val_loss: 0.031195 | Time: 2012.53 ms [2020-12-21 07:42:29 main:581] : INFO : Epoch 520 | loss: 0.0311771 | val_loss: 0.0311943 | Time: 2022.83 ms [2020-12-21 07:42:31 main:581] : INFO : Epoch 521 | loss: 0.0311752 | val_loss: 0.0311949 | Time: 2023.87 ms [2020-12-21 07:42:33 main:581] : INFO : Epoch 522 | loss: 0.0311779 | val_loss: 0.0312002 | Time: 2024.37 ms [2020-12-21 07:42:35 main:581] : INFO : Epoch 523 | loss: 0.0311798 | val_loss: 0.0312006 | Time: 2027.45 ms [2020-12-21 07:42:37 main:581] : INFO : Epoch 524 | loss: 0.0311803 | val_loss: 0.0311958 | Time: 2015.85 ms [2020-12-21 07:42:39 main:581] : INFO : Epoch 525 | loss: 0.0311799 | val_loss: 0.0311948 | Time: 2024.28 ms [2020-12-21 07:42:41 main:581] : INFO : Epoch 526 | loss: 0.0311764 | val_loss: 0.031195 | Time: 2024.69 ms [2020-12-21 07:42:43 main:581] : INFO : Epoch 527 | loss: 0.0311756 | val_loss: 0.0311936 | Time: 2032.05 ms [2020-12-21 07:42:45 main:581] : INFO : Epoch 528 | loss: 0.0311752 | val_loss: 0.0311939 | Time: 2025.8 ms [2020-12-21 07:42:47 main:581] : INFO : Epoch 529 | loss: 0.0311776 | val_loss: 0.0311988 | Time: 2028.74 ms [2020-12-21 07:42:49 main:581] : INFO : Epoch 530 | loss: 0.0311767 | val_loss: 0.0311939 | Time: 2029.41 ms [2020-12-21 07:42:51 main:581] : INFO : Epoch 531 | loss: 0.0311767 | val_loss: 0.0311921 | Time: 2026.77 ms [2020-12-21 07:42:53 main:581] : INFO : Epoch 532 | loss: 0.0311777 | val_loss: 0.0311939 | Time: 2022.2 ms [2020-12-21 07:42:55 main:581] : INFO : Epoch 533 | loss: 0.0311775 | val_loss: 0.0311943 | Time: 2016.5 ms [2020-12-21 07:42:57 main:581] : INFO : Epoch 534 | loss: 0.0311757 | val_loss: 0.031193 | Time: 2027.17 ms [2020-12-21 07:42:59 main:581] : INFO : Epoch 535 | loss: 0.0311767 | val_loss: 0.0311958 | Time: 2022.03 ms [2020-12-21 07:43:01 main:581] : INFO : Epoch 536 | loss: 0.0311799 | val_loss: 0.0311941 | Time: 2025.05 ms [2020-12-21 07:43:03 main:581] : INFO : Epoch 537 | loss: 0.0311824 | val_loss: 0.0311967 | Time: 2022.99 ms [2020-12-21 07:43:05 main:581] : INFO : Epoch 538 | loss: 0.0311852 | val_loss: 0.0311941 | Time: 2031.19 ms [2020-12-21 07:43:07 main:581] : INFO : Epoch 539 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 2029.7 ms [2020-12-21 07:43:09 main:581] : INFO : Epoch 540 | loss: 0.0311803 | val_loss: 0.0311935 | Time: 2030.54 ms [2020-12-21 07:43:12 main:581] : INFO : Epoch 541 | loss: 0.0311794 | val_loss: 0.0311956 | Time: 2021.2 ms [2020-12-21 07:43:14 main:581] : INFO : Epoch 542 | loss: 0.0311816 | val_loss: 0.031201 | Time: 2031.33 ms [2020-12-21 07:43:16 main:581] : INFO : Epoch 543 | loss: 0.0311823 | val_loss: 0.0311963 | Time: 2033.63 ms [2020-12-21 07:43:18 main:581] : INFO : Epoch 544 | loss: 0.0311814 | val_loss: 0.0311949 | Time: 2028.52 ms [2020-12-21 07:43:20 main:581] : INFO : Epoch 545 | loss: 0.0311803 | val_loss: 0.0311991 | Time: 2025.67 ms [2020-12-21 07:43:22 main:581] : INFO : Epoch 546 | loss: 0.0311804 | val_loss: 0.0311957 | Time: 2027.32 ms [2020-12-21 07:43:24 main:581] : INFO : Epoch 547 | loss: 0.0311797 | val_loss: 0.0311963 | Time: 2028.71 ms [2020-12-21 07:43:26 main:581] : INFO : Epoch 548 | loss: 0.0311794 | val_loss: 0.0311944 | Time: 2029.82 ms [2020-12-21 07:43:28 main:581] : INFO : Epoch 549 | loss: 0.0311787 | val_loss: 0.0311936 | Time: 2017.5 ms [2020-12-21 07:43:30 main:581] : INFO : Epoch 550 | loss: 0.0311787 | val_loss: 0.0311942 | Time: 2025.45 ms [2020-12-21 07:43:32 main:581] : INFO : Epoch 551 | loss: 0.031181 | val_loss: 0.0311979 | Time: 2027.93 ms [2020-12-21 07:43:34 main:581] : INFO : Epoch 552 | loss: 0.0311812 | val_loss: 0.0311944 | Time: 2026.15 ms [2020-12-21 07:43:36 main:581] : INFO : Epoch 553 | loss: 0.0311795 | val_loss: 0.0311934 | Time: 2029.26 ms [2020-12-21 07:43:38 main:581] : INFO : Epoch 554 | loss: 0.0311782 | val_loss: 0.0311938 | Time: 2033.66 ms [2020-12-21 07:43:40 main:581] : INFO : Epoch 555 | loss: 0.0311801 | val_loss: 0.0311912 | Time: 2029.29 ms [2020-12-21 07:43:42 main:581] : INFO : Epoch 556 | loss: 0.0311805 | val_loss: 0.0311926 | Time: 2023.15 ms [2020-12-21 07:43:44 main:581] : INFO : Epoch 557 | loss: 0.0311779 | val_loss: 0.0311907 | Time: 2026.5 ms [2020-12-21 07:43:46 main:581] : INFO : Epoch 558 | loss: 0.0311765 | val_loss: 0.0311919 | Time: 2027.15 ms [2020-12-21 07:43:48 main:581] : INFO : Epoch 559 | loss: 0.0311772 | val_loss: 0.0311962 | Time: 2026.29 ms [2020-12-21 07:43:50 main:581] : INFO : Epoch 560 | loss: 0.0311787 | val_loss: 0.0311925 | Time: 2017.48 ms [2020-12-21 07:43:52 main:581] : INFO : Epoch 561 | loss: 0.031177 | val_loss: 0.0311924 | Time: 2036.7 ms [2020-12-21 07:43:54 main:581] : INFO : Epoch 562 | loss: 0.0311795 | val_loss: 0.0311978 | Time: 2033.12 ms [2020-12-21 07:43:56 main:581] : INFO : Epoch 563 | loss: 0.0311773 | val_loss: 0.031191 | Time: 2021.28 ms [2020-12-21 07:43:58 main:581] : INFO : Epoch 564 | loss: 0.0311759 | val_loss: 0.0311909 | Time: 2032.97 ms [2020-12-21 07:44:00 main:581] : INFO : Epoch 565 | loss: 0.0311775 | val_loss: 0.0311964 | Time: 2027.38 ms [2020-12-21 07:44:02 main:581] : INFO : Epoch 566 | loss: 0.0311784 | val_loss: 0.0311929 | Time: 2025.28 ms [2020-12-21 07:44:04 main:581] : INFO : Epoch 567 | loss: 0.0311803 | val_loss: 0.0311945 | Time: 2026.83 ms [2020-12-21 07:44:06 main:581] : INFO : Epoch 568 | loss: 0.0311767 | val_loss: 0.0311916 | Time: 2025.47 ms [2020-12-21 07:44:08 main:581] : INFO : Epoch 569 | loss: 0.0311787 | val_loss: 0.0311965 | Time: 2020.76 ms [2020-12-21 07:44:10 main:581] : INFO : Epoch 570 | loss: 0.031184 | val_loss: 0.0311942 | Time: 2027.08 ms [2020-12-21 07:44:12 main:581] : INFO : Epoch 571 | loss: 0.0311829 | val_loss: 0.0312013 | Time: 2024.38 ms [2020-12-21 07:44:14 main:581] : INFO : Epoch 572 | loss: 0.031183 | val_loss: 0.0311933 | Time: 2023.01 ms [2020-12-21 07:44:16 main:581] : INFO : Epoch 573 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 2032.52 ms [2020-12-21 07:44:18 main:581] : INFO : Epoch 574 | loss: 0.0311821 | val_loss: 0.0311949 | Time: 2025.61 ms [2020-12-21 07:44:20 main:581] : INFO : Epoch 575 | loss: 0.0311811 | val_loss: 0.0311937 | Time: 2028.15 ms [2020-12-21 07:44:22 main:581] : INFO : Epoch 576 | loss: 0.0311796 | val_loss: 0.0311923 | Time: 2026.84 ms [2020-12-21 07:44:24 main:581] : INFO : Epoch 577 | loss: 0.0311818 | val_loss: 0.0311928 | Time: 2026.67 ms [2020-12-21 07:44:27 main:581] : INFO : Epoch 578 | loss: 0.031184 | val_loss: 0.0311958 | Time: 2021.48 ms [2020-12-21 07:44:29 main:581] : INFO : Epoch 579 | loss: 0.0311836 | val_loss: 0.0312004 | Time: 2023.65 ms [2020-12-21 07:44:31 main:581] : INFO : Epoch 580 | loss: 0.0311874 | val_loss: 0.031197 | Time: 2015.54 ms [2020-12-21 07:44:33 main:581] : INFO : Epoch 581 | loss: 0.0311811 | val_loss: 0.0311921 | Time: 2027.42 ms [2020-12-21 07:44:35 main:581] : INFO : Epoch 582 | loss: 0.0311826 | val_loss: 0.0311911 | Time: 2023.54 ms [2020-12-21 07:44:37 main:581] : INFO : Epoch 583 | loss: 0.031181 | val_loss: 0.031191 | Time: 2027.24 ms [2020-12-21 07:44:39 main:581] : INFO : Epoch 584 | loss: 0.031182 | val_loss: 0.0311927 | Time: 2017.48 ms [2020-12-21 07:44:41 main:581] : INFO : Epoch 585 | loss: 0.0311853 | val_loss: 0.0311938 | Time: 2024.9 ms [2020-12-21 07:44:43 main:581] : INFO : Epoch 586 | loss: 0.0311798 | val_loss: 0.0311923 | Time: 2026.54 ms [2020-12-21 07:44:45 main:581] : INFO : Epoch 587 | loss: 0.0311789 | val_loss: 0.0311906 | Time: 2022.35 ms [2020-12-21 07:44:47 main:581] : INFO : Epoch 588 | loss: 0.0311819 | val_loss: 0.0311913 | Time: 2018.12 ms [2020-12-21 07:44:49 main:581] : INFO : Epoch 589 | loss: 0.0311791 | val_loss: 0.0311952 | Time: 2027.21 ms [2020-12-21 07:44:51 main:581] : INFO : Epoch 590 | loss: 0.0311801 | val_loss: 0.0311927 | Time: 2016.38 ms [2020-12-21 07:44:53 main:581] : INFO : Epoch 591 | loss: 0.0311787 | val_loss: 0.031193 | Time: 2023.92 ms [2020-12-21 07:44:55 main:581] : INFO : Epoch 592 | loss: 0.0311776 | val_loss: 0.0311943 | Time: 2023.26 ms [2020-12-21 07:44:57 main:581] : INFO : Epoch 593 | loss: 0.0311766 | val_loss: 0.0311908 | Time: 2033.45 ms [2020-12-21 07:44:59 main:581] : INFO : Epoch 594 | loss: 0.031177 | val_loss: 0.0311931 | Time: 2016.47 ms [2020-12-21 07:45:01 main:581] : INFO : Epoch 595 | loss: 0.0311801 | val_loss: 0.0311944 | Time: 2033.24 ms [2020-12-21 07:45:03 main:581] : INFO : Epoch 596 | loss: 0.0311801 | val_loss: 0.031194 | Time: 2017.76 ms [2020-12-21 07:45:05 main:581] : INFO : Epoch 597 | loss: 0.0311807 | val_loss: 0.0311938 | Time: 2025.85 ms [2020-12-21 07:45:07 main:581] : INFO : Epoch 598 | loss: 0.0311815 | val_loss: 0.0311937 | Time: 2027.56 ms [2020-12-21 07:45:09 main:581] : INFO : Epoch 599 | loss: 0.0311789 | val_loss: 0.0311942 | Time: 2028.12 ms [2020-12-21 07:45:11 main:581] : INFO : Epoch 600 | loss: 0.0311782 | val_loss: 0.0311929 | Time: 2020.48 ms [2020-12-21 07:45:13 main:581] : INFO : Epoch 601 | loss: 0.0311779 | val_loss: 0.0311917 | Time: 2027.18 ms [2020-12-21 07:45:15 main:581] : INFO : Epoch 602 | loss: 0.0311777 | val_loss: 0.0311957 | Time: 2027.53 ms [2020-12-21 07:45:17 main:581] : INFO : Epoch 603 | loss: 0.0311778 | val_loss: 0.0311927 | Time: 2018.4 ms [2020-12-21 07:45:19 main:581] : INFO : Epoch 604 | loss: 0.0311786 | val_loss: 0.0311951 | Time: 2026.66 ms [2020-12-21 07:45:21 main:581] : INFO : Epoch 605 | loss: 0.0311781 | val_loss: 0.0311924 | Time: 2025.41 ms [2020-12-21 07:45:23 main:581] : INFO : Epoch 606 | loss: 0.0311785 | val_loss: 0.0311938 | Time: 2023.93 ms [2020-12-21 07:45:25 main:581] : INFO : Epoch 607 | loss: 0.0311773 | val_loss: 0.0311936 | Time: 2031.18 ms [2020-12-21 07:45:27 main:581] : INFO : Epoch 608 | loss: 0.0311767 | val_loss: 0.0311931 | Time: 2024.87 ms [2020-12-21 07:45:29 main:581] : INFO : Epoch 609 | loss: 0.0311783 | val_loss: 0.0311932 | Time: 2024.47 ms [2020-12-21 07:45:31 main:581] : INFO : Epoch 610 | loss: 0.0311784 | val_loss: 0.0311929 | Time: 2017.49 ms [2020-12-21 07:45:33 main:581] : INFO : Epoch 611 | loss: 0.0311792 | val_loss: 0.0311942 | Time: 2022.61 ms [2020-12-21 07:45:35 main:581] : INFO : Epoch 612 | loss: 0.0311772 | val_loss: 0.0311961 | Time: 2027.92 ms [2020-12-21 07:45:37 main:581] : INFO : Epoch 613 | loss: 0.0311769 | val_loss: 0.0311974 | Time: 2026.25 ms [2020-12-21 07:45:39 main:581] : INFO : Epoch 614 | loss: 0.0311772 | val_loss: 0.0311934 | Time: 2024.52 ms [2020-12-21 07:45:41 main:581] : INFO : Epoch 615 | loss: 0.031179 | val_loss: 0.0311962 | Time: 2025.64 ms [2020-12-21 07:45:43 main:581] : INFO : Epoch 616 | loss: 0.0311811 | val_loss: 0.0311952 | Time: 2027.85 ms [2020-12-21 07:45:45 main:581] : INFO : Epoch 617 | loss: 0.0311782 | val_loss: 0.0311956 | Time: 2019.99 ms [2020-12-21 07:45:47 main:581] : INFO : Epoch 618 | loss: 0.0311833 | val_loss: 0.0311961 | Time: 2029.35 ms [2020-12-21 07:45:50 main:581] : INFO : Epoch 619 | loss: 0.0311862 | val_loss: 0.0311942 | Time: 2028.06 ms [2020-12-21 07:45:52 main:581] : INFO : Epoch 620 | loss: 0.0311854 | val_loss: 0.0312014 | Time: 2022.06 ms [2020-12-21 07:45:54 main:581] : INFO : Epoch 621 | loss: 0.0311851 | val_loss: 0.0311925 | Time: 2027.49 ms [2020-12-21 07:45:56 main:581] : INFO : Epoch 622 | loss: 0.0311828 | val_loss: 0.0311956 | Time: 2029.77 ms [2020-12-21 07:45:58 main:581] : INFO : Epoch 623 | loss: 0.0311816 | val_loss: 0.0311942 | Time: 2020.03 ms [2020-12-21 07:46:00 main:581] : INFO : Epoch 624 | loss: 0.0311794 | val_loss: 0.0311934 | Time: 2034 ms [2020-12-21 07:46:02 main:581] : INFO : Epoch 625 | loss: 0.0311796 | val_loss: 0.0311932 | Time: 2020.91 ms [2020-12-21 07:46:04 main:581] : INFO : Epoch 626 | loss: 0.0311805 | val_loss: 0.0311931 | Time: 2027.99 ms [2020-12-21 07:46:06 main:581] : INFO : Epoch 627 | loss: 0.0311789 | val_loss: 0.0311926 | Time: 2019.46 ms [2020-12-21 07:46:08 main:581] : INFO : Epoch 628 | loss: 0.0311786 | val_loss: 0.031193 | Time: 2027.37 ms [2020-12-21 07:46:10 main:581] : INFO : Epoch 629 | loss: 0.0311784 | val_loss: 0.0311925 | Time: 2026.25 ms [2020-12-21 07:46:12 main:581] : INFO : Epoch 630 | loss: 0.0311775 | val_loss: 0.0311906 | Time: 2025.97 ms [2020-12-21 07:46:14 main:581] : INFO : Epoch 631 | loss: 0.0311782 | val_loss: 0.031194 | Time: 2027 ms [2020-12-21 07:46:16 main:581] : INFO : Epoch 632 | loss: 0.031178 | val_loss: 0.0311912 | Time: 2027.44 ms [2020-12-21 07:46:18 main:581] : INFO : Epoch 633 | loss: 0.0311774 | val_loss: 0.0311901 | Time: 2018.99 ms [2020-12-21 07:46:20 main:581] : INFO : Epoch 634 | loss: 0.0311791 | val_loss: 0.0311926 | Time: 2022.15 ms [2020-12-21 07:46:22 main:581] : INFO : Epoch 635 | loss: 0.0311808 | val_loss: 0.0311929 | Time: 2033.83 ms [2020-12-21 07:46:24 main:581] : INFO : Epoch 636 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 2022.56 ms [2020-12-21 07:46:26 main:581] : INFO : Epoch 637 | loss: 0.0311785 | val_loss: 0.0311936 | Time: 2028.89 ms [2020-12-21 07:46:28 main:581] : INFO : Epoch 638 | loss: 0.0311776 | val_loss: 0.031192 | Time: 2022.42 ms [2020-12-21 07:46:30 main:581] : INFO : Epoch 639 | loss: 0.0311771 | val_loss: 0.0311906 | Time: 2026.88 ms [2020-12-21 07:46:32 main:581] : INFO : Epoch 640 | loss: 0.0311771 | val_loss: 0.0311907 | Time: 2025.5 ms [2020-12-21 07:46:34 main:581] : INFO : Epoch 641 | loss: 0.0311775 | val_loss: 0.0311932 | Time: 2024.67 ms [2020-12-21 07:46:36 main:581] : INFO : Epoch 642 | loss: 0.0311793 | val_loss: 0.0311944 | Time: 2027.24 ms [2020-12-21 07:46:38 main:581] : INFO : Epoch 643 | loss: 0.0311769 | val_loss: 0.0311913 | Time: 2021.95 ms [2020-12-21 07:46:40 main:581] : INFO : Epoch 644 | loss: 0.0311766 | val_loss: 0.0311912 | Time: 2027.66 ms [2020-12-21 07:46:42 main:581] : INFO : Epoch 645 | loss: 0.0311784 | val_loss: 0.0311954 | Time: 2023.47 ms [2020-12-21 07:46:44 main:581] : INFO : Epoch 646 | loss: 0.0311763 | val_loss: 0.0311912 | Time: 2026.32 ms [2020-12-21 07:46:46 main:581] : INFO : Epoch 647 | loss: 0.0311778 | val_loss: 0.0311918 | Time: 2022.77 ms [2020-12-21 07:46:48 main:581] : INFO : Epoch 648 | loss: 0.0311807 | val_loss: 0.0311918 | Time: 2022.64 ms [2020-12-21 07:46:50 main:581] : INFO : Epoch 649 | loss: 0.0311873 | val_loss: 0.0312045 | Time: 2016.58 ms [2020-12-21 07:46:52 main:581] : INFO : Epoch 650 | loss: 0.0311871 | val_loss: 0.0311952 | Time: 2021.26 ms [2020-12-21 07:46:54 main:581] : INFO : Epoch 651 | loss: 0.0311838 | val_loss: 0.0311906 | Time: 2024.54 ms [2020-12-21 07:46:56 main:581] : INFO : Epoch 652 | loss: 0.0311827 | val_loss: 0.0311902 | Time: 2026.26 ms [2020-12-21 07:46:58 main:581] : INFO : Epoch 653 | loss: 0.031183 | val_loss: 0.0311924 | Time: 2023.52 ms [2020-12-21 07:47:00 main:581] : INFO : Epoch 654 | loss: 0.0311821 | val_loss: 0.0311895 | Time: 2023.86 ms [2020-12-21 07:47:02 main:581] : INFO : Epoch 655 | loss: 0.0311802 | val_loss: 0.0311899 | Time: 2024.85 ms [2020-12-21 07:47:04 main:581] : INFO : Epoch 656 | loss: 0.0311806 | val_loss: 0.0311932 | Time: 2019.63 ms [2020-12-21 07:47:06 main:581] : INFO : Epoch 657 | loss: 0.03118 | val_loss: 0.031191 | Time: 2025.58 ms [2020-12-21 07:47:08 main:581] : INFO : Epoch 658 | loss: 0.0311788 | val_loss: 0.0311913 | Time: 2023.64 ms [2020-12-21 07:47:11 main:581] : INFO : Epoch 659 | loss: 0.0311787 | val_loss: 0.0311937 | Time: 2025.95 ms [2020-12-21 07:47:13 main:581] : INFO : Epoch 660 | loss: 0.031179 | val_loss: 0.0311937 | Time: 2027.35 ms [2020-12-21 07:47:15 main:581] : INFO : Epoch 661 | loss: 0.0311793 | val_loss: 0.0311915 | Time: 2024.32 ms [2020-12-21 07:47:17 main:581] : INFO : Epoch 662 | loss: 0.0311777 | val_loss: 0.031192 | Time: 2017.24 ms [2020-12-21 07:47:19 main:581] : INFO : Epoch 663 | loss: 0.0311773 | val_loss: 0.031194 | Time: 2032.58 ms [2020-12-21 07:47:21 main:581] : INFO : Epoch 664 | loss: 0.0311769 | val_loss: 0.0311902 | Time: 2020.15 ms [2020-12-21 07:47:23 main:581] : INFO : Epoch 665 | loss: 0.031177 | val_loss: 0.0311892 | Time: 2027.4 ms [2020-12-21 07:47:25 main:581] : INFO : Epoch 666 | loss: 0.031177 | val_loss: 0.0311904 | Time: 2025.54 ms [2020-12-21 07:47:27 main:581] : INFO : Epoch 667 | loss: 0.0311778 | val_loss: 0.0311907 | Time: 2028.24 ms [2020-12-21 07:47:29 main:581] : INFO : Epoch 668 | loss: 0.0311762 | val_loss: 0.0311937 | Time: 2029.35 ms [2020-12-21 07:47:31 main:581] : INFO : Epoch 669 | loss: 0.0311767 | val_loss: 0.031189 | Time: 2020.09 ms [2020-12-21 07:47:33 main:581] : INFO : Epoch 670 | loss: 0.0311753 | val_loss: 0.0311926 | Time: 2025.82 ms [2020-12-21 07:47:35 main:581] : INFO : Epoch 671 | loss: 0.0311804 | val_loss: 0.0312037 | Time: 2031.95 ms [2020-12-21 07:47:37 main:581] : INFO : Epoch 672 | loss: 0.0311819 | val_loss: 0.0311905 | Time: 2027.21 ms [2020-12-21 07:47:39 main:581] : INFO : Epoch 673 | loss: 0.0311774 | val_loss: 0.0311891 | Time: 2028.07 ms [2020-12-21 07:47:41 main:581] : INFO : Epoch 674 | loss: 0.0311755 | val_loss: 0.0311894 | Time: 2025.74 ms [2020-12-21 07:47:43 main:581] : INFO : Epoch 675 | loss: 0.0311761 | val_loss: 0.0311944 | Time: 2028.4 ms [2020-12-21 07:47:45 main:581] : INFO : Epoch 676 | loss: 0.0311767 | val_loss: 0.0311926 | Time: 2031.14 ms [2020-12-21 07:47:47 main:581] : INFO : Epoch 677 | loss: 0.0311764 | val_loss: 0.03119 | Time: 2019.8 ms [2020-12-21 07:47:49 main:581] : INFO : Epoch 678 | loss: 0.0311758 | val_loss: 0.0311894 | Time: 2022.94 ms [2020-12-21 07:47:51 main:581] : INFO : Epoch 679 | loss: 0.0311754 | val_loss: 0.0311921 | Time: 2027.76 ms [2020-12-21 07:47:53 main:581] : INFO : Epoch 680 | loss: 0.0311763 | val_loss: 0.0311893 | Time: 2019.57 ms [2020-12-21 07:47:55 main:581] : INFO : Epoch 681 | loss: 0.0311748 | val_loss: 0.0311907 | Time: 2024.8 ms [2020-12-21 07:47:57 main:581] : INFO : Epoch 682 | loss: 0.0311747 | val_loss: 0.0311893 | Time: 2021.06 ms [2020-12-21 07:47:59 main:581] : INFO : Epoch 683 | loss: 0.0311814 | val_loss: 0.0312013 | Time: 2028.85 ms [2020-12-21 07:48:01 main:581] : INFO : Epoch 684 | loss: 0.0311857 | val_loss: 0.0311953 | Time: 2026.17 ms [2020-12-21 07:48:03 main:581] : INFO : Epoch 685 | loss: 0.0311845 | val_loss: 0.0311918 | Time: 2027.22 ms [2020-12-21 07:48:05 main:581] : INFO : Epoch 686 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 2025.53 ms [2020-12-21 07:48:07 main:581] : INFO : Epoch 687 | loss: 0.0311797 | val_loss: 0.03119 | Time: 2025.73 ms [2020-12-21 07:48:09 main:581] : INFO : Epoch 688 | loss: 0.0311792 | val_loss: 0.0311919 | Time: 2025.24 ms [2020-12-21 07:48:11 main:581] : INFO : Epoch 689 | loss: 0.0311786 | val_loss: 0.0311908 | Time: 2026.46 ms [2020-12-21 07:48:13 main:581] : INFO : Epoch 690 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 2024.62 ms [2020-12-21 07:48:15 main:581] : INFO : Epoch 691 | loss: 0.0311785 | val_loss: 0.0311915 | Time: 2017.35 ms [2020-12-21 07:48:17 main:581] : INFO : Epoch 692 | loss: 0.0311782 | val_loss: 0.0311892 | Time: 2030.82 ms [2020-12-21 07:48:19 main:581] : INFO : Epoch 693 | loss: 0.0311777 | val_loss: 0.0311903 | Time: 2027.3 ms [2020-12-21 07:48:21 main:581] : INFO : Epoch 694 | loss: 0.0311778 | val_loss: 0.031195 | Time: 2023.83 ms [2020-12-21 07:48:23 main:581] : INFO : Epoch 695 | loss: 0.0311768 | val_loss: 0.0311918 | Time: 2033.72 ms [2020-12-21 07:48:25 main:581] : INFO : Epoch 696 | loss: 0.0311765 | val_loss: 0.0311882 | Time: 2020.66 ms [2020-12-21 07:48:28 main:581] : INFO : Epoch 697 | loss: 0.0311775 | val_loss: 0.0311914 | Time: 2029.4 ms [2020-12-21 07:48:30 main:581] : INFO : Epoch 698 | loss: 0.0311761 | val_loss: 0.0311882 | Time: 2024.12 ms [2020-12-21 07:48:32 main:581] : INFO : Epoch 699 | loss: 0.0311763 | val_loss: 0.0311904 | Time: 2026.41 ms [2020-12-21 07:48:34 main:581] : INFO : Epoch 700 | loss: 0.0311746 | val_loss: 0.03119 | Time: 2023.4 ms [2020-12-21 07:48:36 main:581] : INFO : Epoch 701 | loss: 0.0311769 | val_loss: 0.0311924 | Time: 2024.49 ms [2020-12-21 07:48:38 main:581] : INFO : Epoch 702 | loss: 0.0311778 | val_loss: 0.0311937 | Time: 2021 ms [2020-12-21 07:48:40 main:581] : INFO : Epoch 703 | loss: 0.031178 | val_loss: 0.0311939 | Time: 2017.63 ms [2020-12-21 07:48:42 main:581] : INFO : Epoch 704 | loss: 0.0311796 | val_loss: 0.0311963 | Time: 2019.31 ms [2020-12-21 07:48:44 main:581] : INFO : Epoch 705 | loss: 0.0311832 | val_loss: 0.0311931 | Time: 2027.22 ms [2020-12-21 07:48:46 main:581] : INFO : Epoch 706 | loss: 0.0311816 | val_loss: 0.0311976 | Time: 2025.47 ms [2020-12-21 07:48:48 main:581] : INFO : Epoch 707 | loss: 0.0311831 | val_loss: 0.0311962 | Time: 2026.1 ms [2020-12-21 07:48:50 main:581] : INFO : Epoch 708 | loss: 0.0311814 | val_loss: 0.0311928 | Time: 2019.46 ms [2020-12-21 07:48:52 main:581] : INFO : Epoch 709 | loss: 0.0311813 | val_loss: 0.0311909 | Time: 2026.37 ms [2020-12-21 07:48:54 main:581] : INFO : Epoch 710 | loss: 0.0311822 | val_loss: 0.0311952 | Time: 2027.22 ms [2020-12-21 07:48:56 main:581] : INFO : Epoch 711 | loss: 0.0311808 | val_loss: 0.031191 | Time: 2028.79 ms [2020-12-21 07:48:58 main:581] : INFO : Epoch 712 | loss: 0.031178 | val_loss: 0.0312001 | Time: 2027.91 ms [2020-12-21 07:49:00 main:581] : INFO : Epoch 713 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 2021.99 ms [2020-12-21 07:49:02 main:581] : INFO : Epoch 714 | loss: 0.0311811 | val_loss: 0.0311922 | Time: 2034.84 ms [2020-12-21 07:49:04 main:581] : INFO : Epoch 715 | loss: 0.03118 | val_loss: 0.0311908 | Time: 2018.93 ms [2020-12-21 07:49:06 main:581] : INFO : Epoch 716 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 2024.19 ms [2020-12-21 07:49:08 main:581] : INFO : Epoch 717 | loss: 0.0311778 | val_loss: 0.0311916 | Time: 2024.31 ms [2020-12-21 07:49:10 main:581] : INFO : Epoch 718 | loss: 0.0311765 | val_loss: 0.0311919 | Time: 2028.28 ms [2020-12-21 07:49:12 main:581] : INFO : Epoch 719 | loss: 0.0311771 | val_loss: 0.0311929 | Time: 2026.94 ms [2020-12-21 07:49:14 main:581] : INFO : Epoch 720 | loss: 0.0311766 | val_loss: 0.0311949 | Time: 2014.56 ms [2020-12-21 07:49:16 main:581] : INFO : Epoch 721 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 2022.45 ms [2020-12-21 07:49:18 main:581] : INFO : Epoch 722 | loss: 0.0311757 | val_loss: 0.0311919 | Time: 2023.47 ms [2020-12-21 07:49:20 main:581] : INFO : Epoch 723 | loss: 0.0311761 | val_loss: 0.0311914 | Time: 2025.89 ms [2020-12-21 07:49:22 main:581] : INFO : Epoch 724 | loss: 0.0311771 | val_loss: 0.0311897 | Time: 2025.52 ms [2020-12-21 07:49:24 main:581] : INFO : Epoch 725 | loss: 0.0311764 | val_loss: 0.0311897 | Time: 2025.51 ms [2020-12-21 07:49:26 main:581] : INFO : Epoch 726 | loss: 0.031176 | val_loss: 0.0311915 | Time: 2015.69 ms [2020-12-21 07:49:28 main:581] : INFO : Epoch 727 | loss: 0.0311783 | val_loss: 0.0311912 | Time: 2024.03 ms [2020-12-21 07:49:30 main:581] : INFO : Epoch 728 | loss: 0.0311762 | val_loss: 0.0311909 | Time: 2026.87 ms [2020-12-21 07:49:32 main:581] : INFO : Epoch 729 | loss: 0.0311786 | val_loss: 0.0311906 | Time: 2026.37 ms [2020-12-21 07:49:34 main:581] : INFO : Epoch 730 | loss: 0.0311821 | val_loss: 0.031193 | Time: 2024.06 ms [2020-12-21 07:49:36 main:581] : INFO : Epoch 731 | loss: 0.0311831 | val_loss: 0.0311933 | Time: 2028.73 ms [2020-12-21 07:49:38 main:581] : INFO : Epoch 732 | loss: 0.0311806 | val_loss: 0.0311949 | Time: 2025.16 ms [2020-12-21 07:49:40 main:581] : INFO : Epoch 733 | loss: 0.0311797 | val_loss: 0.0311969 | Time: 2018.53 ms [2020-12-21 07:49:42 main:581] : INFO : Epoch 734 | loss: 0.0311799 | val_loss: 0.0311949 | Time: 2017.33 ms [2020-12-21 07:49:44 main:581] : INFO : Epoch 735 | loss: 0.0311786 | val_loss: 0.0311918 | Time: 2019.91 ms [2020-12-21 07:49:46 main:581] : INFO : Epoch 736 | loss: 0.0311771 | val_loss: 0.0311916 | Time: 2014.33 ms [2020-12-21 07:49:48 main:581] : INFO : Epoch 737 | loss: 0.0311788 | val_loss: 0.0311939 | Time: 2022.38 ms [2020-12-21 07:49:50 main:581] : INFO : Epoch 738 | loss: 0.0311768 | val_loss: 0.0311989 | Time: 2022.15 ms [2020-12-21 07:49:53 main:581] : INFO : Epoch 739 | loss: 0.0311811 | val_loss: 0.0311976 | Time: 2021.42 ms [2020-12-21 07:49:55 main:581] : INFO : Epoch 740 | loss: 0.0311825 | val_loss: 0.0311913 | Time: 2013.31 ms [2020-12-21 07:49:57 main:581] : INFO : Epoch 741 | loss: 0.0311781 | val_loss: 0.0311934 | Time: 2024.26 ms [2020-12-21 07:49:59 main:581] : INFO : Epoch 742 | loss: 0.0311774 | val_loss: 0.031191 | Time: 2020.54 ms [2020-12-21 07:50:01 main:581] : INFO : Epoch 743 | loss: 0.0311768 | val_loss: 0.0311929 | Time: 2017.79 ms [2020-12-21 07:50:03 main:581] : INFO : Epoch 744 | loss: 0.0311771 | val_loss: 0.0311931 | Time: 2011.26 ms [2020-12-21 07:50:05 main:581] : INFO : Epoch 745 | loss: 0.0311793 | val_loss: 0.0311918 | Time: 2018.15 ms [2020-12-21 07:50:07 main:581] : INFO : Epoch 746 | loss: 0.0311794 | val_loss: 0.0311946 | Time: 2013.65 ms [2020-12-21 07:50:09 main:581] : INFO : Epoch 747 | loss: 0.0311781 | val_loss: 0.0311945 | Time: 2017.88 ms [2020-12-21 07:50:11 main:581] : INFO : Epoch 748 | loss: 0.0311763 | val_loss: 0.0311932 | Time: 2016.58 ms [2020-12-21 07:50:13 main:581] : INFO : Epoch 749 | loss: 0.0311757 | val_loss: 0.0311928 | Time: 2022.29 ms [2020-12-21 07:50:15 main:581] : INFO : Epoch 750 | loss: 0.0311755 | val_loss: 0.0311928 | Time: 2020.01 ms [2020-12-21 07:50:17 main:581] : INFO : Epoch 751 | loss: 0.031175 | val_loss: 0.0311897 | Time: 2021.59 ms [2020-12-21 07:50:19 main:581] : INFO : Epoch 752 | loss: 0.0311758 | val_loss: 0.0311913 | Time: 2014.01 ms [2020-12-21 07:50:21 main:581] : INFO : Epoch 753 | loss: 0.0311815 | val_loss: 0.0311994 | Time: 2021.06 ms [2020-12-21 07:50:23 main:581] : INFO : Epoch 754 | loss: 0.0311793 | val_loss: 0.0311901 | Time: 2020.69 ms [2020-12-21 07:50:25 main:581] : INFO : Epoch 755 | loss: 0.0311766 | val_loss: 0.0311933 | Time: 2018.97 ms [2020-12-21 07:50:27 main:581] : INFO : Epoch 756 | loss: 0.0311739 | val_loss: 0.0311898 | Time: 2020.62 ms [2020-12-21 07:50:29 main:581] : INFO : Epoch 757 | loss: 0.0311738 | val_loss: 0.031189 | Time: 2024.68 ms [2020-12-21 07:50:31 main:581] : INFO : Epoch 758 | loss: 0.0311747 | val_loss: 0.0311904 | Time: 2022.41 ms [2020-12-21 07:50:33 main:581] : INFO : Epoch 759 | loss: 0.0311752 | val_loss: 0.0311896 | Time: 2025.31 ms [2020-12-21 07:50:35 main:581] : INFO : Epoch 760 | loss: 0.0311744 | val_loss: 0.0311889 | Time: 2019.92 ms [2020-12-21 07:50:37 main:581] : INFO : Epoch 761 | loss: 0.0311737 | val_loss: 0.0311906 | Time: 2022.81 ms [2020-12-21 07:50:39 main:581] : INFO : Epoch 762 | loss: 0.0311746 | val_loss: 0.031189 | Time: 2023.76 ms [2020-12-21 07:50:41 main:581] : INFO : Epoch 763 | loss: 0.0311769 | val_loss: 0.0311924 | Time: 2031.43 ms [2020-12-21 07:50:43 main:581] : INFO : Epoch 764 | loss: 0.0311759 | val_loss: 0.0311904 | Time: 2018.59 ms [2020-12-21 07:50:45 main:581] : INFO : Epoch 765 | loss: 0.0311759 | val_loss: 0.0311889 | Time: 2026.13 ms [2020-12-21 07:50:47 main:581] : INFO : Epoch 766 | loss: 0.0311754 | val_loss: 0.0311868 | Time: 2024.23 ms [2020-12-21 07:50:49 main:581] : INFO : Epoch 767 | loss: 0.0311771 | val_loss: 0.0311896 | Time: 2020.42 ms [2020-12-21 07:50:51 main:581] : INFO : Epoch 768 | loss: 0.0311766 | val_loss: 0.0311872 | Time: 2026.88 ms [2020-12-21 07:50:53 main:581] : INFO : Epoch 769 | loss: 0.0311776 | val_loss: 0.0311906 | Time: 2024.97 ms [2020-12-21 07:50:55 main:581] : INFO : Epoch 770 | loss: 0.0311763 | val_loss: 0.031186 | Time: 2020.25 ms [2020-12-21 07:50:57 main:581] : INFO : Epoch 771 | loss: 0.0311765 | val_loss: 0.0311873 | Time: 2025.48 ms [2020-12-21 07:50:59 main:581] : INFO : Epoch 772 | loss: 0.0311776 | val_loss: 0.031193 | Time: 2024.42 ms [2020-12-21 07:51:01 main:581] : INFO : Epoch 773 | loss: 0.0311841 | val_loss: 0.0311941 | Time: 2016.89 ms [2020-12-21 07:51:03 main:581] : INFO : Epoch 774 | loss: 0.0311862 | val_loss: 0.0311964 | Time: 2024.45 ms [2020-12-21 07:51:05 main:581] : INFO : Epoch 775 | loss: 0.0311851 | val_loss: 0.0311926 | Time: 2022.19 ms [2020-12-21 07:51:07 main:581] : INFO : Epoch 776 | loss: 0.031185 | val_loss: 0.0311928 | Time: 2026.23 ms [2020-12-21 07:51:09 main:581] : INFO : Epoch 777 | loss: 0.0311842 | val_loss: 0.0311929 | Time: 2025.71 ms [2020-12-21 07:51:11 main:581] : INFO : Epoch 778 | loss: 0.0311838 | val_loss: 0.0311917 | Time: 2018.22 ms [2020-12-21 07:51:13 main:581] : INFO : Epoch 779 | loss: 0.0311854 | val_loss: 0.0311975 | Time: 2025.26 ms [2020-12-21 07:51:15 main:581] : INFO : Epoch 780 | loss: 0.0311829 | val_loss: 0.0311955 | Time: 2032.88 ms [2020-12-21 07:51:17 main:581] : INFO : Epoch 781 | loss: 0.0311823 | val_loss: 0.0311925 | Time: 2017.97 ms [2020-12-21 07:51:19 main:581] : INFO : Epoch 782 | loss: 0.0311832 | val_loss: 0.0311922 | Time: 2026.57 ms [2020-12-21 07:51:21 main:581] : INFO : Epoch 783 | loss: 0.0311825 | val_loss: 0.0311935 | Time: 2023.52 ms [2020-12-21 07:51:23 main:581] : INFO : Epoch 784 | loss: 0.031187 | val_loss: 0.0312016 | Time: 2025.93 ms [2020-12-21 07:51:26 main:581] : INFO : Epoch 785 | loss: 0.0311844 | val_loss: 0.0311959 | Time: 2022.17 ms [2020-12-21 07:51:28 main:581] : INFO : Epoch 786 | loss: 0.0311825 | val_loss: 0.031192 | Time: 2017.31 ms [2020-12-21 07:51:30 main:581] : INFO : Epoch 787 | loss: 0.0311833 | val_loss: 0.0311939 | Time: 2030.98 ms [2020-12-21 07:51:32 main:581] : INFO : Epoch 788 | loss: 0.0311831 | val_loss: 0.0311923 | Time: 2026.56 ms [2020-12-21 07:51:34 main:581] : INFO : Epoch 789 | loss: 0.0311817 | val_loss: 0.0311919 | Time: 2016.23 ms [2020-12-21 07:51:36 main:581] : INFO : Epoch 790 | loss: 0.0311808 | val_loss: 0.0311959 | Time: 2024.69 ms [2020-12-21 07:51:38 main:581] : INFO : Epoch 791 | loss: 0.0311814 | val_loss: 0.0311912 | Time: 2022.02 ms [2020-12-21 07:51:40 main:581] : INFO : Epoch 792 | loss: 0.0311804 | val_loss: 0.0311943 | Time: 2026.1 ms [2020-12-21 07:51:42 main:581] : INFO : Epoch 793 | loss: 0.0311832 | val_loss: 0.0311916 | Time: 2027.6 ms [2020-12-21 07:51:44 main:581] : INFO : Epoch 794 | loss: 0.0311809 | val_loss: 0.0311935 | Time: 2026.19 ms [2020-12-21 07:51:46 main:581] : INFO : Epoch 795 | loss: 0.0311803 | val_loss: 0.031193 | Time: 2027.06 ms [2020-12-21 07:51:48 main:581] : INFO : Epoch 796 | loss: 0.0311803 | val_loss: 0.0311925 | Time: 2028.3 ms [2020-12-21 07:51:50 main:581] : INFO : Epoch 797 | loss: 0.0311831 | val_loss: 0.0311918 | Time: 2028.65 ms [2020-12-21 07:51:52 main:581] : INFO : Epoch 798 | loss: 0.0311835 | val_loss: 0.0311926 | Time: 2021.38 ms [2020-12-21 07:51:54 main:581] : INFO : Epoch 799 | loss: 0.0311841 | val_loss: 0.0311932 | Time: 2030.44 ms [2020-12-21 07:51:56 main:581] : INFO : Epoch 800 | loss: 0.0311833 | val_loss: 0.0311926 | Time: 2033.56 ms [2020-12-21 07:51:58 main:581] : INFO : Epoch 801 | loss: 0.0311834 | val_loss: 0.0311947 | Time: 2025.4 ms [2020-12-21 07:52:00 main:581] : INFO : Epoch 802 | loss: 0.0311817 | val_loss: 0.0311923 | Time: 2023.96 ms [2020-12-21 07:52:02 main:581] : INFO : Epoch 803 | loss: 0.0311817 | val_loss: 0.0311918 | Time: 2028.02 ms [2020-12-21 07:52:04 main:581] : INFO : Epoch 804 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 2026.59 ms [2020-12-21 07:52:06 main:581] : INFO : Epoch 805 | loss: 0.0311833 | val_loss: 0.0311954 | Time: 2030.59 ms [2020-12-21 07:52:08 main:581] : INFO : Epoch 806 | loss: 0.0311837 | val_loss: 0.0311914 | Time: 2017.69 ms [2020-12-21 07:52:10 main:581] : INFO : Epoch 807 | loss: 0.0311819 | val_loss: 0.0311924 | Time: 2028.32 ms [2020-12-21 07:52:12 main:581] : INFO : Epoch 808 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 2027.82 ms [2020-12-21 07:52:14 main:581] : INFO : Epoch 809 | loss: 0.0311809 | val_loss: 0.0311931 | Time: 2021.97 ms [2020-12-21 07:52:16 main:581] : INFO : Epoch 810 | loss: 0.0311813 | val_loss: 0.0311947 | Time: 2028.94 ms [2020-12-21 07:52:18 main:581] : INFO : Epoch 811 | loss: 0.0311804 | val_loss: 0.0311911 | Time: 2023.68 ms [2020-12-21 07:52:20 main:581] : INFO : Epoch 812 | loss: 0.0311797 | val_loss: 0.0311914 | Time: 2021.33 ms [2020-12-21 07:52:22 main:581] : INFO : Epoch 813 | loss: 0.0311795 | val_loss: 0.0311922 | Time: 2030.4 ms [2020-12-21 07:52:24 main:581] : INFO : Epoch 814 | loss: 0.0311804 | val_loss: 0.0311934 | Time: 2017.8 ms [2020-12-21 07:52:26 main:581] : INFO : Epoch 815 | loss: 0.0311828 | val_loss: 0.0311933 | Time: 2034.37 ms [2020-12-21 07:52:28 main:581] : INFO : Epoch 816 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 2020.3 ms [2020-12-21 07:52:30 main:581] : INFO : Epoch 817 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 2028.39 ms [2020-12-21 07:52:32 main:581] : INFO : Epoch 818 | loss: 0.0311826 | val_loss: 0.0311909 | Time: 2023.67 ms [2020-12-21 07:52:34 main:581] : INFO : Epoch 819 | loss: 0.031182 | val_loss: 0.0311916 | Time: 2029.09 ms [2020-12-21 07:52:36 main:581] : INFO : Epoch 820 | loss: 0.0311826 | val_loss: 0.0311922 | Time: 2018.1 ms [2020-12-21 07:52:38 main:581] : INFO : Epoch 821 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 2028.12 ms [2020-12-21 07:52:40 main:581] : INFO : Epoch 822 | loss: 0.0311825 | val_loss: 0.0311921 | Time: 2021.18 ms [2020-12-21 07:52:42 main:581] : INFO : Epoch 823 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 2022.45 ms [2020-12-21 07:52:45 main:581] : INFO : Epoch 824 | loss: 0.031181 | val_loss: 0.0311902 | Time: 2028.17 ms [2020-12-21 07:52:47 main:581] : INFO : Epoch 825 | loss: 0.0311813 | val_loss: 0.0311899 | Time: 2030.16 ms [2020-12-21 07:52:49 main:581] : INFO : Epoch 826 | loss: 0.031181 | val_loss: 0.031191 | Time: 2029.47 ms [2020-12-21 07:52:51 main:581] : INFO : Epoch 827 | loss: 0.0311841 | val_loss: 0.0311935 | Time: 2029.41 ms [2020-12-21 07:52:53 main:581] : INFO : Epoch 828 | loss: 0.0311825 | val_loss: 0.0311903 | Time: 2032.15 ms [2020-12-21 07:52:55 main:581] : INFO : Epoch 829 | loss: 0.0311797 | val_loss: 0.0311898 | Time: 2020.52 ms [2020-12-21 07:52:57 main:581] : INFO : Epoch 830 | loss: 0.0311798 | val_loss: 0.0311916 | Time: 2031.39 ms [2020-12-21 07:52:59 main:581] : INFO : Epoch 831 | loss: 0.0311791 | val_loss: 0.0311899 | Time: 2029.49 ms [2020-12-21 07:53:01 main:581] : INFO : Epoch 832 | loss: 0.0311791 | val_loss: 0.0311927 | Time: 2029.67 ms [2020-12-21 07:53:03 main:581] : INFO : Epoch 833 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 2030.32 ms [2020-12-21 07:53:05 main:581] : INFO : Epoch 834 | loss: 0.0311792 | val_loss: 0.0311904 | Time: 2028.4 ms [2020-12-21 07:53:07 main:581] : INFO : Epoch 835 | loss: 0.0311818 | val_loss: 0.0311943 | Time: 2028.52 ms [2020-12-21 07:53:09 main:581] : INFO : Epoch 836 | loss: 0.0311787 | val_loss: 0.03119 | Time: 2033.36 ms [2020-12-21 07:53:11 main:581] : INFO : Epoch 837 | loss: 0.0311789 | val_loss: 0.0311907 | Time: 2031.31 ms [2020-12-21 07:53:13 main:581] : INFO : Epoch 838 | loss: 0.0311811 | val_loss: 0.0311925 | Time: 2031.34 ms [2020-12-21 07:53:15 main:581] : INFO : Epoch 839 | loss: 0.0311805 | val_loss: 0.0311916 | Time: 2031.66 ms [2020-12-21 07:53:17 main:581] : INFO : Epoch 840 | loss: 0.0311785 | val_loss: 0.031191 | Time: 2028.48 ms [2020-12-21 07:53:19 main:581] : INFO : Epoch 841 | loss: 0.0311786 | val_loss: 0.0311946 | Time: 2029.79 ms [2020-12-21 07:53:21 main:581] : INFO : Epoch 842 | loss: 0.031181 | val_loss: 0.031197 | Time: 2022.34 ms [2020-12-21 07:53:23 main:581] : INFO : Epoch 843 | loss: 0.0311805 | val_loss: 0.0311905 | Time: 2031.93 ms [2020-12-21 07:53:25 main:581] : INFO : Epoch 844 | loss: 0.0311804 | val_loss: 0.0311974 | Time: 2029.06 ms [2020-12-21 07:53:27 main:581] : INFO : Epoch 845 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 2029.91 ms [2020-12-21 07:53:29 main:581] : INFO : Epoch 846 | loss: 0.0311801 | val_loss: 0.0311915 | Time: 2031.11 ms [2020-12-21 07:53:31 main:581] : INFO : Epoch 847 | loss: 0.0311819 | val_loss: 0.0311925 | Time: 2026.94 ms [2020-12-21 07:53:33 main:581] : INFO : Epoch 848 | loss: 0.031182 | val_loss: 0.031191 | Time: 2032.47 ms [2020-12-21 07:53:35 main:581] : INFO : Epoch 849 | loss: 0.0311852 | val_loss: 0.0311987 | Time: 2021.45 ms [2020-12-21 07:53:37 main:581] : INFO : Epoch 850 | loss: 0.0311841 | val_loss: 0.0311912 | Time: 2029.76 ms [2020-12-21 07:53:39 main:581] : INFO : Epoch 851 | loss: 0.0311817 | val_loss: 0.0311926 | Time: 2030.29 ms [2020-12-21 07:53:41 main:581] : INFO : Epoch 852 | loss: 0.0311808 | val_loss: 0.0311914 | Time: 2030.34 ms [2020-12-21 07:53:43 main:581] : INFO : Epoch 853 | loss: 0.0311789 | val_loss: 0.0311906 | Time: 2024.67 ms [2020-12-21 07:53:45 main:581] : INFO : Epoch 854 | loss: 0.0311794 | val_loss: 0.0311919 | Time: 2032.02 ms [2020-12-21 07:53:47 main:581] : INFO : Epoch 855 | loss: 0.0311793 | val_loss: 0.0311889 | Time: 2031.19 ms [2020-12-21 07:53:49 main:581] : INFO : Epoch 856 | loss: 0.0311792 | val_loss: 0.0311896 | Time: 2032.58 ms [2020-12-21 07:53:51 main:581] : INFO : Epoch 857 | loss: 0.0311816 | val_loss: 0.0311954 | Time: 2029.62 ms [2020-12-21 07:53:54 main:581] : INFO : Epoch 858 | loss: 0.0311818 | val_loss: 0.0311891 | Time: 2030.37 ms [2020-12-21 07:53:56 main:581] : INFO : Epoch 859 | loss: 0.0311788 | val_loss: 0.0311924 | Time: 2022.03 ms [2020-12-21 07:53:58 main:581] : INFO : Epoch 860 | loss: 0.0311803 | val_loss: 0.0311893 | Time: 2035.37 ms [2020-12-21 07:54:00 main:581] : INFO : Epoch 861 | loss: 0.0311789 | val_loss: 0.0311884 | Time: 2033.59 ms [2020-12-21 07:54:02 main:581] : INFO : Epoch 862 | loss: 0.0311813 | val_loss: 0.0311902 | Time: 2025.49 ms [2020-12-21 07:54:04 main:581] : INFO : Epoch 863 | loss: 0.0311839 | val_loss: 0.0311978 | Time: 2034.1 ms [2020-12-21 07:54:06 main:581] : INFO : Epoch 864 | loss: 0.0311829 | val_loss: 0.0312005 | Time: 2034.74 ms [2020-12-21 07:54:08 main:581] : INFO : Epoch 865 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 2033.57 ms [2020-12-21 07:54:10 main:581] : INFO : Epoch 866 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 2036.71 ms [2020-12-21 07:54:12 main:581] : INFO : Epoch 867 | loss: 0.0311801 | val_loss: 0.0311926 | Time: 2033.54 ms [2020-12-21 07:54:14 main:581] : INFO : Epoch 868 | loss: 0.0311781 | val_loss: 0.0311911 | Time: 2033.86 ms [2020-12-21 07:54:16 main:581] : INFO : Epoch 869 | loss: 0.03118 | val_loss: 0.0311927 | Time: 2033.83 ms [2020-12-21 07:54:18 main:581] : INFO : Epoch 870 | loss: 0.03118 | val_loss: 0.0311884 | Time: 2026.14 ms [2020-12-21 07:54:20 main:581] : INFO : Epoch 871 | loss: 0.0311802 | val_loss: 0.0311942 | Time: 2028.54 ms [2020-12-21 07:54:22 main:581] : INFO : Epoch 872 | loss: 0.031184 | val_loss: 0.0311946 | Time: 2030.36 ms [2020-12-21 07:54:24 main:581] : INFO : Epoch 873 | loss: 0.0311836 | val_loss: 0.0311928 | Time: 2030.16 ms [2020-12-21 07:54:26 main:581] : INFO : Epoch 874 | loss: 0.0311812 | val_loss: 0.0311885 | Time: 2039.7 ms [2020-12-21 07:54:28 main:581] : INFO : Epoch 875 | loss: 0.0311782 | val_loss: 0.0311876 | Time: 2031 ms [2020-12-21 07:54:30 main:581] : INFO : Epoch 876 | loss: 0.0311792 | val_loss: 0.0311876 | Time: 2024.4 ms [2020-12-21 07:54:32 main:581] : INFO : Epoch 877 | loss: 0.0311775 | val_loss: 0.0311883 | Time: 2049.76 ms [2020-12-21 07:54:34 main:581] : INFO : Epoch 878 | loss: 0.0311791 | val_loss: 0.0311943 | Time: 2035.95 ms [2020-12-21 07:54:36 main:581] : INFO : Epoch 879 | loss: 0.0311809 | val_loss: 0.031191 | Time: 2031.98 ms [2020-12-21 07:54:38 main:581] : INFO : Epoch 880 | loss: 0.0311785 | val_loss: 0.0311876 | Time: 2032.57 ms [2020-12-21 07:54:40 main:581] : INFO : Epoch 881 | loss: 0.0311782 | val_loss: 0.0311887 | Time: 2027.45 ms [2020-12-21 07:54:42 main:581] : INFO : Epoch 882 | loss: 0.0311774 | val_loss: 0.0311882 | Time: 2031.24 ms [2020-12-21 07:54:44 main:581] : INFO : Epoch 883 | loss: 0.0311775 | val_loss: 0.0311885 | Time: 2031.08 ms [2020-12-21 07:54:46 main:581] : INFO : Epoch 884 | loss: 0.031177 | val_loss: 0.0311881 | Time: 2025.63 ms [2020-12-21 07:54:48 main:581] : INFO : Epoch 885 | loss: 0.0311776 | val_loss: 0.0311896 | Time: 2035.05 ms [2020-12-21 07:54:50 main:581] : INFO : Epoch 886 | loss: 0.0311777 | val_loss: 0.0311924 | Time: 2036.64 ms [2020-12-21 07:54:52 main:581] : INFO : Epoch 887 | loss: 0.0311807 | val_loss: 0.0311925 | Time: 2035.26 ms [2020-12-21 07:54:55 main:581] : INFO : Epoch 888 | loss: 0.0311791 | val_loss: 0.031192 | Time: 2035.7 ms [2020-12-21 07:54:57 main:581] : INFO : Epoch 889 | loss: 0.0311798 | val_loss: 0.0311902 | Time: 2039.61 ms [2020-12-21 07:54:59 main:581] : INFO : Epoch 890 | loss: 0.0311863 | val_loss: 0.0312041 | Time: 2035.97 ms [2020-12-21 07:55:01 main:581] : INFO : Epoch 891 | loss: 0.0311845 | val_loss: 0.0311911 | Time: 2031.44 ms [2020-12-21 07:55:03 main:581] : INFO : Epoch 892 | loss: 0.0311794 | val_loss: 0.0311907 | Time: 2033.92 ms [2020-12-21 07:55:05 main:581] : INFO : Epoch 893 | loss: 0.0311777 | val_loss: 0.031189 | Time: 2034.16 ms [2020-12-21 07:55:07 main:581] : INFO : Epoch 894 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 2036.13 ms [2020-12-21 07:55:09 main:581] : INFO : Epoch 895 | loss: 0.0311781 | val_loss: 0.0311909 | Time: 2033.65 ms [2020-12-21 07:55:11 main:581] : INFO : Epoch 896 | loss: 0.0311772 | val_loss: 0.0311887 | Time: 2033.67 ms [2020-12-21 07:55:13 main:581] : INFO : Epoch 897 | loss: 0.0311787 | val_loss: 0.0311885 | Time: 2034.02 ms [2020-12-21 07:55:15 main:581] : INFO : Epoch 898 | loss: 0.0311786 | val_loss: 0.0311901 | Time: 2035.61 ms [2020-12-21 07:55:17 main:581] : INFO : Epoch 899 | loss: 0.03118 | val_loss: 0.0311904 | Time: 2038.1 ms [2020-12-21 07:55:19 main:581] : INFO : Epoch 900 | loss: 0.0311782 | val_loss: 0.031189 | Time: 2035.31 ms [2020-12-21 07:55:21 main:581] : INFO : Epoch 901 | loss: 0.0311782 | val_loss: 0.0311908 | Time: 2033.37 ms [2020-12-21 07:55:23 main:581] : INFO : Epoch 902 | loss: 0.0311772 | val_loss: 0.0311896 | Time: 2033.94 ms [2020-12-21 07:55:25 main:581] : INFO : Epoch 903 | loss: 0.0311773 | val_loss: 0.0311886 | Time: 2034.9 ms [2020-12-21 07:55:27 main:581] : INFO : Epoch 904 | loss: 0.0311765 | val_loss: 0.0311884 | Time: 2035.67 ms [2020-12-21 07:55:29 main:581] : INFO : Epoch 905 | loss: 0.0311795 | val_loss: 0.0311934 | Time: 2042.67 ms [2020-12-21 07:55:31 main:581] : INFO : Epoch 906 | loss: 0.0311774 | val_loss: 0.0311886 | Time: 2033.32 ms [2020-12-21 07:55:33 main:581] : INFO : Epoch 907 | loss: 0.0311775 | val_loss: 0.0311894 | Time: 2041.85 ms [2020-12-21 07:55:35 main:581] : INFO : Epoch 908 | loss: 0.0311781 | val_loss: 0.0311951 | Time: 2030.28 ms [2020-12-21 07:55:37 main:581] : INFO : Epoch 909 | loss: 0.0311788 | val_loss: 0.03119 | Time: 2033.27 ms [2020-12-21 07:55:39 main:581] : INFO : Epoch 910 | loss: 0.0311778 | val_loss: 0.0311915 | Time: 2034.51 ms [2020-12-21 07:55:41 main:581] : INFO : Epoch 911 | loss: 0.0311783 | val_loss: 0.0311903 | Time: 2035.03 ms [2020-12-21 07:55:43 main:581] : INFO : Epoch 912 | loss: 0.0311818 | val_loss: 0.0311918 | Time: 2036.43 ms [2020-12-21 07:55:45 main:581] : INFO : Epoch 913 | loss: 0.0311792 | val_loss: 0.0311942 | Time: 2030.89 ms [2020-12-21 07:55:47 main:581] : INFO : Epoch 914 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 2033.31 ms [2020-12-21 07:55:49 main:581] : INFO : Epoch 915 | loss: 0.0311783 | val_loss: 0.0311912 | Time: 2032.83 ms [2020-12-21 07:55:51 main:581] : INFO : Epoch 916 | loss: 0.0311786 | val_loss: 0.0311914 | Time: 2024.68 ms [2020-12-21 07:55:54 main:581] : INFO : Epoch 917 | loss: 0.0311793 | val_loss: 0.0311905 | Time: 2033.38 ms [2020-12-21 07:55:56 main:581] : INFO : Epoch 918 | loss: 0.0311797 | val_loss: 0.03119 | Time: 2033.69 ms [2020-12-21 07:55:58 main:581] : INFO : Epoch 919 | loss: 0.0311789 | val_loss: 0.0311921 | Time: 2034.38 ms [2020-12-21 07:56:00 main:581] : INFO : Epoch 920 | loss: 0.0311799 | val_loss: 0.031192 | Time: 2034.5 ms [2020-12-21 07:56:02 main:581] : INFO : Epoch 921 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 2040.08 ms [2020-12-21 07:56:04 main:581] : INFO : Epoch 922 | loss: 0.0311817 | val_loss: 0.0311948 | Time: 2035.24 ms [2020-12-21 07:56:06 main:581] : INFO : Epoch 923 | loss: 0.031184 | val_loss: 0.0311926 | Time: 2034.85 ms [2020-12-21 07:56:08 main:581] : INFO : Epoch 924 | loss: 0.0311798 | val_loss: 0.0311937 | Time: 2042.62 ms [2020-12-21 07:56:10 main:581] : INFO : Epoch 925 | loss: 0.0311803 | val_loss: 0.0311913 | Time: 2036.12 ms [2020-12-21 07:56:12 main:581] : INFO : Epoch 926 | loss: 0.0311782 | val_loss: 0.031193 | Time: 2034.02 ms [2020-12-21 07:56:14 main:581] : INFO : Epoch 927 | loss: 0.0311782 | val_loss: 0.0311916 | Time: 2034.18 ms [2020-12-21 07:56:16 main:581] : INFO : Epoch 928 | loss: 0.0311799 | val_loss: 0.0311935 | Time: 2033.43 ms [2020-12-21 07:56:18 main:581] : INFO : Epoch 929 | loss: 0.0311809 | val_loss: 0.0311937 | Time: 2032.58 ms [2020-12-21 07:56:20 main:581] : INFO : Epoch 930 | loss: 0.0311812 | val_loss: 0.0311929 | Time: 2031.02 ms [2020-12-21 07:56:22 main:581] : INFO : Epoch 931 | loss: 0.0311796 | val_loss: 0.0311946 | Time: 2033.86 ms [2020-12-21 07:56:24 main:581] : INFO : Epoch 932 | loss: 0.0311792 | val_loss: 0.0311953 | Time: 2034.3 ms [2020-12-21 07:56:26 main:581] : INFO : Epoch 933 | loss: 0.0311796 | val_loss: 0.0311954 | Time: 2036.23 ms [2020-12-21 07:56:28 main:581] : INFO : Epoch 934 | loss: 0.0311793 | val_loss: 0.0311955 | Time: 2026.21 ms [2020-12-21 07:56:30 main:581] : INFO : Epoch 935 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 2033.07 ms [2020-12-21 07:56:32 main:581] : INFO : Epoch 936 | loss: 0.0311786 | val_loss: 0.0311938 | Time: 2032.64 ms [2020-12-21 07:56:34 main:581] : INFO : Epoch 937 | loss: 0.0311832 | val_loss: 0.0311978 | Time: 2032.08 ms [2020-12-21 07:56:36 main:581] : INFO : Epoch 938 | loss: 0.0311894 | val_loss: 0.0312027 | Time: 2030.25 ms [2020-12-21 07:56:38 main:581] : INFO : Epoch 939 | loss: 0.0311844 | val_loss: 0.0311923 | Time: 2033.42 ms [2020-12-21 07:56:40 main:581] : INFO : Epoch 940 | loss: 0.0311825 | val_loss: 0.0311929 | Time: 2031.75 ms [2020-12-21 07:56:42 main:581] : INFO : Epoch 941 | loss: 0.0311805 | val_loss: 0.0311974 | Time: 2032.33 ms [2020-12-21 07:56:44 main:581] : INFO : Epoch 942 | loss: 0.0311798 | val_loss: 0.0311921 | Time: 2041.4 ms [2020-12-21 07:56:46 main:581] : INFO : Epoch 943 | loss: 0.0311786 | val_loss: 0.0311926 | Time: 2042.64 ms [2020-12-21 07:56:48 main:581] : INFO : Epoch 944 | loss: 0.03118 | val_loss: 0.0311924 | Time: 2033.63 ms [2020-12-21 07:56:50 main:581] : INFO : Epoch 945 | loss: 0.0311814 | val_loss: 0.0311919 | Time: 2036.54 ms [2020-12-21 07:56:53 main:581] : INFO : Epoch 946 | loss: 0.0311795 | val_loss: 0.0311943 | Time: 2034.38 ms [2020-12-21 07:56:55 main:581] : INFO : Epoch 947 | loss: 0.03118 | val_loss: 0.0311952 | Time: 2033.06 ms [2020-12-21 07:56:57 main:581] : INFO : Epoch 948 | loss: 0.0311802 | val_loss: 0.0311985 | Time: 2030.22 ms [2020-12-21 07:56:59 main:581] : INFO : Epoch 949 | loss: 0.0311816 | val_loss: 0.0311914 | Time: 2036.95 ms [2020-12-21 07:57:01 main:581] : INFO : Epoch 950 | loss: 0.0311793 | val_loss: 0.0311927 | Time: 2040.04 ms [2020-12-21 07:57:03 main:581] : INFO : Epoch 951 | loss: 0.0311797 | val_loss: 0.0311915 | Time: 2039.09 ms [2020-12-21 07:57:05 main:581] : INFO : Epoch 952 | loss: 0.0311808 | val_loss: 0.0311923 | Time: 2039.08 ms [2020-12-21 07:57:07 main:581] : INFO : Epoch 953 | loss: 0.0311786 | val_loss: 0.0311925 | Time: 2036.93 ms [2020-12-21 07:57:09 main:581] : INFO : Epoch 954 | loss: 0.0311793 | val_loss: 0.0311947 | Time: 2043.68 ms [2020-12-21 07:57:11 main:581] : INFO : Epoch 955 | loss: 0.0311823 | val_loss: 0.0311938 | Time: 2028.76 ms [2020-12-21 07:57:13 main:581] : INFO : Epoch 956 | loss: 0.0311778 | val_loss: 0.0311919 | Time: 2037.4 ms [2020-12-21 07:57:15 main:581] : INFO : Epoch 957 | loss: 0.0311773 | val_loss: 0.0311903 | Time: 2039.47 ms [2020-12-21 07:57:17 main:581] : INFO : Epoch 958 | loss: 0.0311777 | val_loss: 0.0311905 | Time: 2046.12 ms [2020-12-21 07:57:19 main:581] : INFO : Epoch 959 | loss: 0.0311776 | val_loss: 0.0311912 | Time: 2035.72 ms [2020-12-21 07:57:21 main:581] : INFO : Epoch 960 | loss: 0.0311771 | val_loss: 0.0311921 | Time: 2035.79 ms [2020-12-21 07:57:23 main:581] : INFO : Epoch 961 | loss: 0.0311772 | val_loss: 0.031192 | Time: 2028.07 ms [2020-12-21 07:57:25 main:581] : INFO : Epoch 962 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 2028.06 ms [2020-12-21 07:57:27 main:581] : INFO : Epoch 963 | loss: 0.0311801 | val_loss: 0.0311942 | Time: 2030.77 ms [2020-12-21 07:57:29 main:581] : INFO : Epoch 964 | loss: 0.031178 | val_loss: 0.0311926 | Time: 2031.73 ms [2020-12-21 07:57:31 main:581] : INFO : Epoch 965 | loss: 0.0311774 | val_loss: 0.0311914 | Time: 2031.9 ms [2020-12-21 07:57:33 main:581] : INFO : Epoch 966 | loss: 0.031177 | val_loss: 0.0311914 | Time: 2042.08 ms [2020-12-21 07:57:35 main:581] : INFO : Epoch 967 | loss: 0.0311782 | val_loss: 0.0311941 | Time: 2035.56 ms [2020-12-21 07:57:37 main:581] : INFO : Epoch 968 | loss: 0.0311778 | val_loss: 0.0311904 | Time: 2033.84 ms [2020-12-21 07:57:39 main:581] : INFO : Epoch 969 | loss: 0.0311765 | val_loss: 0.0311943 | Time: 2032.32 ms [2020-12-21 07:57:41 main:581] : INFO : Epoch 970 | loss: 0.0311789 | val_loss: 0.031194 | Time: 2025.79 ms [2020-12-21 07:57:43 main:581] : INFO : Epoch 971 | loss: 0.03118 | val_loss: 0.0311897 | Time: 2030.62 ms [2020-12-21 07:57:45 main:581] : INFO : Epoch 972 | loss: 0.031183 | val_loss: 0.0311978 | Time: 2037.36 ms [2020-12-21 07:57:47 main:581] : INFO : Epoch 973 | loss: 0.0311798 | val_loss: 0.0311914 | Time: 2031.64 ms [2020-12-21 07:57:49 main:581] : INFO : Epoch 974 | loss: 0.0311784 | val_loss: 0.0311921 | Time: 2022.65 ms [2020-12-21 07:57:52 main:581] : INFO : Epoch 975 | loss: 0.0311776 | val_loss: 0.0311887 | Time: 2033.6 ms [2020-12-21 07:57:54 main:581] : INFO : Epoch 976 | loss: 0.031178 | val_loss: 0.0311905 | Time: 2035.72 ms [2020-12-21 07:57:56 main:581] : INFO : Epoch 977 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 2033.13 ms [2020-12-21 07:57:58 main:581] : INFO : Epoch 978 | loss: 0.0311792 | val_loss: 0.0311904 | Time: 2033.29 ms [2020-12-21 07:58:00 main:581] : INFO : Epoch 979 | loss: 0.0311859 | val_loss: 0.0311914 | Time: 2031.33 ms [2020-12-21 07:58:02 main:581] : INFO : Epoch 980 | loss: 0.0311827 | val_loss: 0.0311908 | Time: 2043.44 ms [2020-12-21 07:58:04 main:581] : INFO : Epoch 981 | loss: 0.0311806 | val_loss: 0.0311909 | Time: 2038 ms [2020-12-21 07:58:06 main:581] : INFO : Epoch 982 | loss: 0.0311816 | val_loss: 0.0311924 | Time: 2035.89 ms [2020-12-21 07:58:08 main:581] : INFO : Epoch 983 | loss: 0.0311809 | val_loss: 0.0311915 | Time: 2036.47 ms [2020-12-21 07:58:10 main:581] : INFO : Epoch 984 | loss: 0.0311831 | val_loss: 0.0311936 | Time: 2029.53 ms [2020-12-21 07:58:12 main:581] : INFO : Epoch 985 | loss: 0.0311826 | val_loss: 0.0311926 | Time: 2037.18 ms [2020-12-21 07:58:14 main:581] : INFO : Epoch 986 | loss: 0.0311814 | val_loss: 0.0311921 | Time: 2033.36 ms [2020-12-21 07:58:16 main:581] : INFO : Epoch 987 | loss: 0.0311803 | val_loss: 0.0311918 | Time: 2037.02 ms [2020-12-21 07:58:18 main:581] : INFO : Epoch 988 | loss: 0.0311794 | val_loss: 0.0311933 | Time: 2037.43 ms [2020-12-21 07:58:20 main:581] : INFO : Epoch 989 | loss: 0.0311795 | val_loss: 0.0311913 | Time: 2017.42 ms [2020-12-21 07:58:22 main:581] : INFO : Epoch 990 | loss: 0.0311791 | val_loss: 0.0311923 | Time: 2036.46 ms [2020-12-21 07:58:24 main:581] : INFO : Epoch 991 | loss: 0.0311792 | val_loss: 0.031193 | Time: 2031.98 ms [2020-12-21 07:58:26 main:581] : INFO : Epoch 992 | loss: 0.03118 | val_loss: 0.031192 | Time: 2040.84 ms [2020-12-21 07:58:28 main:581] : INFO : Epoch 993 | loss: 0.0311807 | val_loss: 0.0311949 | Time: 2041.08 ms [2020-12-21 07:58:30 main:581] : INFO : Epoch 994 | loss: 0.0311807 | val_loss: 0.0311988 | Time: 2040.83 ms [2020-12-21 07:58:32 main:581] : INFO : Epoch 995 | loss: 0.0311805 | val_loss: 0.0311953 | Time: 2048.45 ms [2020-12-21 07:58:34 main:581] : INFO : Epoch 996 | loss: 0.0311819 | val_loss: 0.0311921 | Time: 2040.51 ms [2020-12-21 07:58:36 main:581] : INFO : Epoch 997 | loss: 0.0311806 | val_loss: 0.0311932 | Time: 2028.78 ms [2020-12-21 07:58:38 main:581] : INFO : Epoch 998 | loss: 0.03118 | val_loss: 0.0311924 | Time: 2033.88 ms [2020-12-21 07:58:40 main:581] : INFO : Epoch 999 | loss: 0.0311801 | val_loss: 0.0311925 | Time: 2033.81 ms [2020-12-21 07:58:42 main:581] : INFO : Epoch 1000 | loss: 0.0311796 | val_loss: 0.0311924 | Time: 2023.68 ms [2020-12-21 07:58:44 main:581] : INFO : Epoch 1001 | loss: 0.0311797 | val_loss: 0.0311931 | Time: 2033.99 ms [2020-12-21 07:58:46 main:581] : INFO : Epoch 1002 | loss: 0.0311821 | val_loss: 0.0312 | Time: 2033.42 ms [2020-12-21 07:58:49 main:581] : INFO : Epoch 1003 | loss: 0.0311818 | val_loss: 0.0312059 | Time: 2036.5 ms [2020-12-21 07:58:51 main:581] : INFO : Epoch 1004 | loss: 0.0311831 | val_loss: 0.0311964 | Time: 2031.81 ms [2020-12-21 07:58:53 main:581] : INFO : Epoch 1005 | loss: 0.0311817 | val_loss: 0.0311953 | Time: 2036.36 ms [2020-12-21 07:58:55 main:581] : INFO : Epoch 1006 | loss: 0.0311807 | val_loss: 0.0311949 | Time: 2034.78 ms [2020-12-21 07:58:57 main:581] : INFO : Epoch 1007 | loss: 0.0311835 | val_loss: 0.0312008 | Time: 2032.45 ms [2020-12-21 07:58:59 main:581] : INFO : Epoch 1008 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 2033.44 ms [2020-12-21 07:59:01 main:581] : INFO : Epoch 1009 | loss: 0.0348547 | val_loss: 0.0344664 | Time: 2036.74 ms [2020-12-21 07:59:03 main:581] : INFO : Epoch 1010 | loss: 0.0455766 | val_loss: 0.0356688 | Time: 2035.37 ms [2020-12-21 07:59:05 main:581] : INFO : Epoch 1011 | loss: 0.0324487 | val_loss: 0.0315072 | Time: 2032.92 ms [2020-12-21 07:59:07 main:581] : INFO : Epoch 1012 | loss: 0.0314116 | val_loss: 0.0312804 | Time: 2037.94 ms [2020-12-21 07:59:09 main:581] : INFO : Epoch 1013 | loss: 0.0312561 | val_loss: 0.0312366 | Time: 2035.53 ms [2020-12-21 07:59:11 main:581] : INFO : Epoch 1014 | loss: 0.0312223 | val_loss: 0.0312174 | Time: 2034.8 ms [2020-12-21 07:59:13 main:581] : INFO : Epoch 1015 | loss: 0.0312123 | val_loss: 0.0312129 | Time: 2036.87 ms [2020-12-21 07:59:15 main:581] : INFO : Epoch 1016 | loss: 0.0312089 | val_loss: 0.0312108 | Time: 2027.36 ms [2020-12-21 07:59:17 main:581] : INFO : Epoch 1017 | loss: 0.0312062 | val_loss: 0.031209 | Time: 2034.68 ms [2020-12-21 07:59:19 main:581] : INFO : Epoch 1018 | loss: 0.0312045 | val_loss: 0.0312073 | Time: 2035.67 ms [2020-12-21 07:59:21 main:581] : INFO : Epoch 1019 | loss: 0.0312039 | val_loss: 0.0312064 | Time: 2038.91 ms [2020-12-21 07:59:23 main:581] : INFO : Epoch 1020 | loss: 0.031203 | val_loss: 0.0312056 | Time: 2028.83 ms [2020-12-21 07:59:25 main:581] : INFO : Epoch 1021 | loss: 0.031202 | val_loss: 0.0312051 | Time: 2030.06 ms [2020-12-21 07:59:27 main:581] : INFO : Epoch 1022 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 2023.12 ms [2020-12-21 07:59:29 main:581] : INFO : Epoch 1023 | loss: 0.0312001 | val_loss: 0.0312039 | Time: 2036.32 ms [2020-12-21 07:59:31 main:581] : INFO : Epoch 1024 | loss: 0.0311995 | val_loss: 0.0312033 | Time: 2031.04 ms [2020-12-21 07:59:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312033 [2020-12-21 07:59:31 main:610] : INFO : Saving end state to config to file [2020-12-21 07:59:31 main:615] : INFO : Success, exiting.. 07:59:31 (4060675): 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)