Task 3363428
| Name | ParityModified-1606530838-10709-4_0 |
| Workunit | 1623038 |
| Created | 20 Dec 2020, 8:46:42 UTC |
| Sent | 21 Dec 2020, 8:14:37 UTC |
| Report deadline | 28 Dec 2020, 8:14:37 UTC |
| Received | 21 Dec 2020, 21:38:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 34 min 53 sec |
| CPU time | 34 min 49 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>
main:581] : INFO : Epoch 510 | loss: 0.0309983 | val_loss: 0.0312774 | Time: 2047.29 ms
[2020-12-21 16:20:18 main:581] : INFO : Epoch 511 | loss: 0.031 | val_loss: 0.0312975 | Time: 2030.28 ms
[2020-12-21 16:20:20 main:581] : INFO : Epoch 512 | loss: 0.0310037 | val_loss: 0.0312509 | Time: 2039.03 ms
[2020-12-21 16:20:22 main:581] : INFO : Epoch 513 | loss: 0.0310071 | val_loss: 0.0312945 | Time: 2030.31 ms
[2020-12-21 16:20:24 main:581] : INFO : Epoch 514 | loss: 0.0310031 | val_loss: 0.0312831 | Time: 2047.97 ms
[2020-12-21 16:20:26 main:581] : INFO : Epoch 515 | loss: 0.0309964 | val_loss: 0.031284 | Time: 2031.84 ms
[2020-12-21 16:20:28 main:581] : INFO : Epoch 516 | loss: 0.0310006 | val_loss: 0.031285 | Time: 2036.71 ms
[2020-12-21 16:20:30 main:581] : INFO : Epoch 517 | loss: 0.0310132 | val_loss: 0.0312872 | Time: 2039.41 ms
[2020-12-21 16:20:33 main:581] : INFO : Epoch 518 | loss: 0.0310011 | val_loss: 0.031261 | Time: 2033.7 ms
[2020-12-21 16:20:35 main:581] : INFO : Epoch 519 | loss: 0.0310829 | val_loss: 0.0312623 | Time: 2034.26 ms
[2020-12-21 16:20:37 main:581] : INFO : Epoch 520 | loss: 0.0310536 | val_loss: 0.0312686 | Time: 2044.07 ms
[2020-12-21 16:20:39 main:581] : INFO : Epoch 521 | loss: 0.031018 | val_loss: 0.0312791 | Time: 2030.02 ms
[2020-12-21 16:20:41 main:581] : INFO : Epoch 522 | loss: 0.0309984 | val_loss: 0.0312951 | Time: 2042.4 ms
[2020-12-21 16:20:43 main:581] : INFO : Epoch 523 | loss: 0.0309888 | val_loss: 0.0312665 | Time: 2040.8 ms
[2020-12-21 16:20:45 main:581] : INFO : Epoch 524 | loss: 0.0309958 | val_loss: 0.0312876 | Time: 2029.86 ms
[2020-12-21 16:20:47 main:581] : INFO : Epoch 525 | loss: 0.0310011 | val_loss: 0.0313167 | Time: 2038.74 ms
[2020-12-21 16:20:49 main:581] : INFO : Epoch 526 | loss: 0.0310076 | val_loss: 0.0312998 | Time: 2040.95 ms
[2020-12-21 16:20:51 main:581] : INFO : Epoch 527 | loss: 0.0310037 | val_loss: 0.0312974 | Time: 2031.5 ms
[2020-12-21 16:20:53 main:581] : INFO : Epoch 528 | loss: 0.0309991 | val_loss: 0.0312879 | Time: 2041.58 ms
[2020-12-21 16:20:55 main:581] : INFO : Epoch 529 | loss: 0.0309941 | val_loss: 0.0312923 | Time: 2039.32 ms
[2020-12-21 16:20:57 main:581] : INFO : Epoch 530 | loss: 0.0309959 | val_loss: 0.0312824 | Time: 2056.6 ms
[2020-12-21 16:20:59 main:581] : INFO : Epoch 531 | loss: 0.0309929 | val_loss: 0.0312889 | Time: 2036.74 ms
[2020-12-21 16:21:01 main:581] : INFO : Epoch 532 | loss: 0.0309901 | val_loss: 0.0312955 | Time: 2045.85 ms
[2020-12-21 16:21:03 main:581] : INFO : Epoch 533 | loss: 0.0309962 | val_loss: 0.0312856 | Time: 2036.19 ms
[2020-12-21 16:21:05 main:581] : INFO : Epoch 534 | loss: 0.0309985 | val_loss: 0.0312845 | Time: 2039.51 ms
[2020-12-21 16:21:07 main:581] : INFO : Epoch 535 | loss: 0.0309963 | val_loss: 0.031302 | Time: 2036.65 ms
[2020-12-21 16:21:09 main:581] : INFO : Epoch 536 | loss: 0.0309977 | val_loss: 0.0312939 | Time: 2026.89 ms
[2020-12-21 16:21:11 main:581] : INFO : Epoch 537 | loss: 0.0309926 | val_loss: 0.0313185 | Time: 2030.58 ms
[2020-12-21 16:21:13 main:581] : INFO : Epoch 538 | loss: 0.0309895 | val_loss: 0.0313102 | Time: 2033.58 ms
[2020-12-21 16:21:15 main:581] : INFO : Epoch 539 | loss: 0.0309952 | val_loss: 0.0312645 | Time: 2051.21 ms
[2020-12-21 16:21:17 main:581] : INFO : Epoch 540 | loss: 0.0309918 | val_loss: 0.031289 | Time: 2046.34 ms
[2020-12-21 16:21:19 main:581] : INFO : Epoch 541 | loss: 0.0309983 | val_loss: 0.0312715 | Time: 2046.45 ms
[2020-12-21 16:21:21 main:581] : INFO : Epoch 542 | loss: 0.031002 | val_loss: 0.0312774 | Time: 2030.78 ms
[2020-12-21 16:21:23 main:581] : INFO : Epoch 543 | loss: 0.0310255 | val_loss: 0.0312842 | Time: 2038.77 ms
[2020-12-21 16:21:26 main:581] : INFO : Epoch 544 | loss: 0.0310061 | val_loss: 0.0313171 | Time: 2027.38 ms
[2020-12-21 16:21:28 main:581] : INFO : Epoch 545 | loss: 0.031021 | val_loss: 0.0312629 | Time: 2041.24 ms
[2020-12-21 16:21:30 main:581] : INFO : Epoch 546 | loss: 0.0310036 | val_loss: 0.031301 | Time: 2032.25 ms
[2020-12-21 16:21:32 main:581] : INFO : Epoch 547 | loss: 0.0309963 | val_loss: 0.031287 | Time: 2039.97 ms
[2020-12-21 16:21:34 main:581] : INFO : Epoch 548 | loss: 0.0309917 | val_loss: 0.0313164 | Time: 2023.63 ms
[2020-12-21 16:21:36 main:581] : INFO : Epoch 549 | loss: 0.0309913 | val_loss: 0.031307 | Time: 2045.68 ms
[2020-12-21 16:21:38 main:581] : INFO : Epoch 550 | loss: 0.030993 | val_loss: 0.0312944 | Time: 2032.06 ms
[2020-12-21 16:21:40 main:581] : INFO : Epoch 551 | loss: 0.0310046 | val_loss: 0.0312765 | Time: 2038.62 ms
[2020-12-21 16:21:42 main:581] : INFO : Epoch 552 | loss: 0.0309964 | val_loss: 0.0312838 | Time: 2033.69 ms
[2020-12-21 16:21:44 main:581] : INFO : Epoch 553 | loss: 0.0310023 | val_loss: 0.0312651 | Time: 2041.14 ms
[2020-12-21 16:21:46 main:581] : INFO : Epoch 554 | loss: 0.030995 | val_loss: 0.0312779 | Time: 2045.12 ms
[2020-12-21 16:21:48 main:581] : INFO : Epoch 555 | loss: 0.0309927 | val_loss: 0.0313079 | Time: 2034.17 ms
[2020-12-21 16:21:50 main:581] : INFO : Epoch 556 | loss: 0.0309946 | val_loss: 0.031302 | Time: 2040.51 ms
[2020-12-21 16:21:52 main:581] : INFO : Epoch 557 | loss: 0.0309927 | val_loss: 0.0312866 | Time: 2034.55 ms
[2020-12-21 16:21:54 main:581] : INFO : Epoch 558 | loss: 0.0309948 | val_loss: 0.0312725 | Time: 2043.67 ms
[2020-12-21 16:21:56 main:581] : INFO : Epoch 559 | loss: 0.0309964 | val_loss: 0.0312869 | Time: 2043.74 ms
[2020-12-21 16:21:58 main:581] : INFO : Epoch 560 | loss: 0.0309971 | val_loss: 0.0312832 | Time: 2036.18 ms
[2020-12-21 16:22:00 main:581] : INFO : Epoch 561 | loss: 0.0309992 | val_loss: 0.0313159 | Time: 2041.73 ms
[2020-12-21 16:22:02 main:581] : INFO : Epoch 562 | loss: 0.0309989 | val_loss: 0.031293 | Time: 2044.11 ms
[2020-12-21 16:22:04 main:581] : INFO : Epoch 563 | loss: 0.0310013 | val_loss: 0.0312964 | Time: 2035.74 ms
[2020-12-21 16:22:06 main:581] : INFO : Epoch 564 | loss: 0.0309949 | val_loss: 0.0313041 | Time: 2043.24 ms
[2020-12-21 16:22:08 main:581] : INFO : Epoch 565 | loss: 0.0309965 | val_loss: 0.031275 | Time: 2040.3 ms
[2020-12-21 16:22:10 main:581] : INFO : Epoch 566 | loss: 0.0309987 | val_loss: 0.0312954 | Time: 2040.86 ms
[2020-12-21 16:22:12 main:581] : INFO : Epoch 567 | loss: 0.0309956 | val_loss: 0.0312984 | Time: 2043.88 ms
[2020-12-21 16:22:14 main:581] : INFO : Epoch 568 | loss: 0.0309968 | val_loss: 0.031289 | Time: 2042.3 ms
[2020-12-21 16:22:16 main:581] : INFO : Epoch 569 | loss: 0.0310023 | val_loss: 0.031286 | Time: 2037.68 ms
[2020-12-21 16:22:19 main:581] : INFO : Epoch 570 | loss: 0.0310018 | val_loss: 0.0312982 | Time: 2048.77 ms
[2020-12-21 16:22:21 main:581] : INFO : Epoch 571 | loss: 0.0309919 | val_loss: 0.0313007 | Time: 2045.26 ms
[2020-12-21 16:22:23 main:581] : INFO : Epoch 572 | loss: 0.0309931 | val_loss: 0.0312893 | Time: 2042.07 ms
[2020-12-21 16:22:25 main:581] : INFO : Epoch 573 | loss: 0.0309977 | val_loss: 0.0313024 | Time: 2043.12 ms
[2020-12-21 16:22:27 main:581] : INFO : Epoch 574 | loss: 0.0309993 | val_loss: 0.0312829 | Time: 2034.66 ms
[2020-12-21 16:22:29 main:581] : INFO : Epoch 575 | loss: 0.0309936 | val_loss: 0.0312837 | Time: 2041.48 ms
[2020-12-21 16:22:31 main:581] : INFO : Epoch 576 | loss: 0.0309894 | val_loss: 0.0312964 | Time: 2042.23 ms
[2020-12-21 16:22:33 main:581] : INFO : Epoch 577 | loss: 0.0310059 | val_loss: 0.0312946 | Time: 2034.98 ms
[2020-12-21 16:22:35 main:581] : INFO : Epoch 578 | loss: 0.0310019 | val_loss: 0.0312871 | Time: 2053.95 ms
[2020-12-21 16:22:37 main:581] : INFO : Epoch 579 | loss: 0.030994 | val_loss: 0.0312767 | Time: 2048.51 ms
[2020-12-21 16:22:39 main:581] : INFO : Epoch 580 | loss: 0.0309917 | val_loss: 0.0312983 | Time: 2036.25 ms
[2020-12-21 16:22:41 main:581] : INFO : Epoch 581 | loss: 0.0309915 | val_loss: 0.0313004 | Time: 2047.34 ms
[2020-12-21 16:22:43 main:581] : INFO : Epoch 582 | loss: 0.0309936 | val_loss: 0.0312887 | Time: 2046.08 ms
[2020-12-21 16:22:45 main:581] : INFO : Epoch 583 | loss: 0.0309965 | val_loss: 0.0312994 | Time: 2041.58 ms
[2020-12-21 16:22:47 main:581] : INFO : Epoch 584 | loss: 0.0309924 | val_loss: 0.0312907 | Time: 2042.85 ms
[2020-12-21 16:22:49 main:581] : INFO : Epoch 585 | loss: 0.0309946 | val_loss: 0.0312814 | Time: 2042 ms
[2020-12-21 16:22:51 main:581] : INFO : Epoch 586 | loss: 0.0309998 | val_loss: 0.0312763 | Time: 2043.47 ms
[2020-12-21 16:22:53 main:581] : INFO : Epoch 587 | loss: 0.0309971 | val_loss: 0.0312933 | Time: 2042.59 ms
[2020-12-21 16:22:55 main:581] : INFO : Epoch 588 | loss: 0.0310025 | val_loss: 0.0312549 | Time: 2042.17 ms
[2020-12-21 16:22:57 main:581] : INFO : Epoch 589 | loss: 0.0310083 | val_loss: 0.0312801 | Time: 2041.49 ms
[2020-12-21 16:22:59 main:581] : INFO : Epoch 590 | loss: 0.0310023 | val_loss: 0.0312901 | Time: 2035.43 ms
[2020-12-21 16:23:01 main:581] : INFO : Epoch 591 | loss: 0.0309952 | val_loss: 0.0312961 | Time: 2045.45 ms
[2020-12-21 16:23:03 main:581] : INFO : Epoch 592 | loss: 0.0309978 | val_loss: 0.0312627 | Time: 2042.98 ms
[2020-12-21 16:23:06 main:581] : INFO : Epoch 593 | loss: 0.0310024 | val_loss: 0.0312792 | Time: 2034.44 ms
[2020-12-21 16:23:08 main:581] : INFO : Epoch 594 | loss: 0.0310002 | val_loss: 0.031278 | Time: 2045.47 ms
[2020-12-21 16:23:10 main:581] : INFO : Epoch 595 | loss: 0.0309975 | val_loss: 0.0312862 | Time: 2036.84 ms
[2020-12-21 16:23:12 main:581] : INFO : Epoch 596 | loss: 0.030992 | val_loss: 0.0312908 | Time: 2043.87 ms
[2020-12-21 16:23:14 main:581] : INFO : Epoch 597 | loss: 0.0309911 | val_loss: 0.0312779 | Time: 2045.12 ms
[2020-12-21 16:23:16 main:581] : INFO : Epoch 598 | loss: 0.0309947 | val_loss: 0.0313054 | Time: 2038.39 ms
[2020-12-21 16:23:18 main:581] : INFO : Epoch 599 | loss: 0.0309969 | val_loss: 0.0313027 | Time: 2044.07 ms
[2020-12-21 16:23:20 main:581] : INFO : Epoch 600 | loss: 0.0310012 | val_loss: 0.031288 | Time: 2045.03 ms
[2020-12-21 16:23:22 main:581] : INFO : Epoch 601 | loss: 0.0309959 | val_loss: 0.0312972 | Time: 2047.15 ms
[2020-12-21 16:23:24 main:581] : INFO : Epoch 602 | loss: 0.0310002 | val_loss: 0.0312787 | Time: 2039.18 ms
[2020-12-21 16:23:26 main:581] : INFO : Epoch 603 | loss: 0.0310025 | val_loss: 0.0312926 | Time: 2048.85 ms
[2020-12-21 16:23:28 main:581] : INFO : Epoch 604 | loss: 0.0309916 | val_loss: 0.0313069 | Time: 2050.51 ms
[2020-12-21 16:23:30 main:581] : INFO : Epoch 605 | loss: 0.030987 | val_loss: 0.031305 | Time: 2039.88 ms
[2020-12-21 16:23:32 main:581] : INFO : Epoch 606 | loss: 0.0309862 | val_loss: 0.0312827 | Time: 2050.83 ms
[2020-12-21 16:23:34 main:581] : INFO : Epoch 607 | loss: 0.0309882 | val_loss: 0.0312954 | Time: 2041.07 ms
[2020-12-21 16:23:36 main:581] : INFO : Epoch 608 | loss: 0.0309904 | val_loss: 0.0312803 | Time: 2049.52 ms
[2020-12-21 16:23:38 main:581] : INFO : Epoch 609 | loss: 0.0309976 | val_loss: 0.0312808 | Time: 2048.35 ms
[2020-12-21 16:23:40 main:581] : INFO : Epoch 610 | loss: 0.0309912 | val_loss: 0.03129 | Time: 2048.6 ms
[2020-12-21 16:23:42 main:581] : INFO : Epoch 611 | loss: 0.0310075 | val_loss: 0.0312903 | Time: 2053.8 ms
[2020-12-21 16:23:44 main:581] : INFO : Epoch 612 | loss: 0.0310017 | val_loss: 0.0312715 | Time: 2037.59 ms
[2020-12-21 16:23:46 main:581] : INFO : Epoch 613 | loss: 0.0310005 | val_loss: 0.0312934 | Time: 2048.14 ms
[2020-12-21 16:23:48 main:581] : INFO : Epoch 614 | loss: 0.0309947 | val_loss: 0.0312917 | Time: 2049.02 ms
[2020-12-21 16:23:51 main:581] : INFO : Epoch 615 | loss: 0.03099 | val_loss: 0.0312959 | Time: 2053.85 ms
[2020-12-21 16:23:53 main:581] : INFO : Epoch 616 | loss: 0.0310032 | val_loss: 0.0312842 | Time: 2047.63 ms
[2020-12-21 16:23:55 main:581] : INFO : Epoch 617 | loss: 0.031004 | val_loss: 0.0312999 | Time: 2037.8 ms
[2020-12-21 16:23:57 main:581] : INFO : Epoch 618 | loss: 0.0310379 | val_loss: 0.0312714 | Time: 2046.6 ms
[2020-12-21 16:23:59 main:581] : INFO : Epoch 619 | loss: 0.0310254 | val_loss: 0.0312681 | Time: 2044.87 ms
[2020-12-21 16:24:01 main:581] : INFO : Epoch 620 | loss: 0.0310045 | val_loss: 0.0312789 | Time: 2041.66 ms
[2020-12-21 16:24:03 main:581] : INFO : Epoch 621 | loss: 0.0309935 | val_loss: 0.0313148 | Time: 2042.21 ms
[2020-12-21 16:24:05 main:581] : INFO : Epoch 622 | loss: 0.0310007 | val_loss: 0.0312897 | Time: 2038.71 ms
[2020-12-21 16:24:07 main:581] : INFO : Epoch 623 | loss: 0.0309964 | val_loss: 0.0312848 | Time: 2039.18 ms
[2020-12-21 16:24:09 main:581] : INFO : Epoch 624 | loss: 0.0309938 | val_loss: 0.0312768 | Time: 2042.33 ms
[2020-12-21 16:24:11 main:581] : INFO : Epoch 625 | loss: 0.0309994 | val_loss: 0.0312769 | Time: 2036.44 ms
[2020-12-21 16:24:13 main:581] : INFO : Epoch 626 | loss: 0.0309946 | val_loss: 0.0312931 | Time: 2035.53 ms
[2020-12-21 16:24:15 main:581] : INFO : Epoch 627 | loss: 0.0309973 | val_loss: 0.031274 | Time: 2042.33 ms
[2020-12-21 16:24:17 main:581] : INFO : Epoch 628 | loss: 0.0310044 | val_loss: 0.0312829 | Time: 2035.14 ms
[2020-12-21 16:24:19 main:581] : INFO : Epoch 629 | loss: 0.0310005 | val_loss: 0.0312913 | Time: 2046.15 ms
[2020-12-21 16:24:21 main:581] : INFO : Epoch 630 | loss: 0.0309939 | val_loss: 0.031301 | Time: 2044.14 ms
[2020-12-21 16:24:23 main:581] : INFO : Epoch 631 | loss: 0.030987 | val_loss: 0.031292 | Time: 2043.49 ms
[2020-12-21 16:24:25 main:581] : INFO : Epoch 632 | loss: 0.0309928 | val_loss: 0.031304 | Time: 2045.49 ms
[2020-12-21 16:24:27 main:581] : INFO : Epoch 633 | loss: 0.0310032 | val_loss: 0.0312886 | Time: 2044.03 ms
[2020-12-21 16:24:29 main:581] : INFO : Epoch 634 | loss: 0.0310173 | val_loss: 0.0312999 | Time: 2042.58 ms
[2020-12-21 16:24:31 main:581] : INFO : Epoch 635 | loss: 0.0310122 | val_loss: 0.0312842 | Time: 2045.41 ms
[2020-12-21 16:24:33 main:581] : INFO : Epoch 636 | loss: 0.0310058 | val_loss: 0.0312706 | Time: 2043.71 ms
[2020-12-21 16:24:35 main:581] : INFO : Epoch 637 | loss: 0.0310183 | val_loss: 0.0312493 | Time: 2042.69 ms
[2020-12-21 16:24:37 main:581] : INFO : Epoch 638 | loss: 0.0310061 | val_loss: 0.0312745 | Time: 2044.96 ms
[2020-12-21 16:24:40 main:581] : INFO : Epoch 639 | loss: 0.0309961 | val_loss: 0.0312947 | Time: 2048.88 ms
[2020-12-21 16:24:42 main:581] : INFO : Epoch 640 | loss: 0.0309942 | val_loss: 0.0312999 | Time: 2047.84 ms
[2020-12-21 16:24:44 main:581] : INFO : Epoch 641 | loss: 0.0309916 | val_loss: 0.0312921 | Time: 2035.49 ms
[2020-12-21 16:24:46 main:581] : INFO : Epoch 642 | loss: 0.0309938 | val_loss: 0.0312964 | Time: 2047.06 ms
[2020-12-21 16:24:48 main:581] : INFO : Epoch 643 | loss: 0.0309891 | val_loss: 0.031316 | Time: 2045.58 ms
[2020-12-21 16:24:50 main:581] : INFO : Epoch 644 | loss: 0.0309929 | val_loss: 0.0313017 | Time: 2050.17 ms
[2020-12-21 16:24:52 main:581] : INFO : Epoch 645 | loss: 0.0309952 | val_loss: 0.0312869 | Time: 2044.78 ms
[2020-12-21 16:24:54 main:581] : INFO : Epoch 646 | loss: 0.0309925 | val_loss: 0.0313135 | Time: 2040.19 ms
[2020-12-21 16:24:56 main:581] : INFO : Epoch 647 | loss: 0.0309874 | val_loss: 0.0312986 | Time: 2051.3 ms
[2020-12-21 16:24:58 main:581] : INFO : Epoch 648 | loss: 0.0309909 | val_loss: 0.0312967 | Time: 2041.65 ms
[2020-12-21 16:25:00 main:581] : INFO : Epoch 649 | loss: 0.0309906 | val_loss: 0.0312974 | Time: 2045.69 ms
[2020-12-21 16:25:02 main:581] : INFO : Epoch 650 | loss: 0.030992 | val_loss: 0.0312953 | Time: 2045.27 ms
[2020-12-21 16:25:04 main:581] : INFO : Epoch 651 | loss: 0.0309936 | val_loss: 0.0312983 | Time: 2037.33 ms
[2020-12-21 16:25:06 main:581] : INFO : Epoch 652 | loss: 0.0310075 | val_loss: 0.0312967 | Time: 2046.4 ms
[2020-12-21 16:25:08 main:581] : INFO : Epoch 653 | loss: 0.0310044 | val_loss: 0.0313084 | Time: 2051.95 ms
[2020-12-21 16:25:10 main:581] : INFO : Epoch 654 | loss: 0.0310026 | val_loss: 0.0312921 | Time: 2054.57 ms
[2020-12-21 16:25:12 main:581] : INFO : Epoch 655 | loss: 0.0310001 | val_loss: 0.0312823 | Time: 2051.83 ms
[2020-12-21 16:25:14 main:581] : INFO : Epoch 656 | loss: 0.0309958 | val_loss: 0.0313097 | Time: 2052.12 ms
[2020-12-21 16:25:16 main:581] : INFO : Epoch 657 | loss: 0.0309986 | val_loss: 0.031286 | Time: 2041.95 ms
[2020-12-21 16:25:18 main:581] : INFO : Epoch 658 | loss: 0.0309939 | val_loss: 0.0312797 | Time: 2048.5 ms
[2020-12-21 16:25:20 main:581] : INFO : Epoch 659 | loss: 0.0309958 | val_loss: 0.0312941 | Time: 2044.79 ms
[2020-12-21 16:25:23 main:581] : INFO : Epoch 660 | loss: 0.0309938 | val_loss: 0.0313128 | Time: 2054.57 ms
[2020-12-21 16:25:25 main:581] : INFO : Epoch 661 | loss: 0.0309931 | val_loss: 0.0313178 | Time: 2040.27 ms
[2020-12-21 16:25:27 main:581] : INFO : Epoch 662 | loss: 0.0309945 | val_loss: 0.0312829 | Time: 2048.78 ms
[2020-12-21 16:25:29 main:581] : INFO : Epoch 663 | loss: 0.0309995 | val_loss: 0.0312488 | Time: 2050.97 ms
[2020-12-21 16:25:31 main:581] : INFO : Epoch 664 | loss: 0.0309981 | val_loss: 0.0312731 | Time: 2049.23 ms
[2020-12-21 16:25:33 main:581] : INFO : Epoch 665 | loss: 0.0310025 | val_loss: 0.0312923 | Time: 2049.96 ms
[2020-12-21 16:25:35 main:581] : INFO : Epoch 666 | loss: 0.0309958 | val_loss: 0.0312939 | Time: 2050.62 ms
[2020-12-21 16:25:37 main:581] : INFO : Epoch 667 | loss: 0.0309938 | val_loss: 0.0312752 | Time: 2049.47 ms
[2020-12-21 16:25:39 main:581] : INFO : Epoch 668 | loss: 0.0310005 | val_loss: 0.0312743 | Time: 2049.51 ms
[2020-12-21 16:25:41 main:581] : INFO : Epoch 669 | loss: 0.0309984 | val_loss: 0.0312773 | Time: 2058.09 ms
[2020-12-21 16:25:43 main:581] : INFO : Epoch 670 | loss: 0.0310035 | val_loss: 0.0313036 | Time: 2037.75 ms
[2020-12-21 16:25:45 main:581] : INFO : Epoch 671 | loss: 0.030994 | val_loss: 0.0312903 | Time: 2035.87 ms
[2020-12-21 16:25:47 main:581] : INFO : Epoch 672 | loss: 0.0309932 | val_loss: 0.0312884 | Time: 2054.72 ms
[2020-12-21 16:25:49 main:581] : INFO : Epoch 673 | loss: 0.031002 | val_loss: 0.0312802 | Time: 2041.58 ms
[2020-12-21 16:25:51 main:581] : INFO : Epoch 674 | loss: 0.031004 | val_loss: 0.0312718 | Time: 2040.36 ms
[2020-12-21 16:25:53 main:581] : INFO : Epoch 675 | loss: 0.0309955 | val_loss: 0.0312945 | Time: 2040.48 ms
[2020-12-21 16:25:55 main:581] : INFO : Epoch 676 | loss: 0.0309931 | val_loss: 0.0313107 | Time: 2038.1 ms
[2020-12-21 16:25:57 main:581] : INFO : Epoch 677 | loss: 0.0309924 | val_loss: 0.0312829 | Time: 2064.7 ms
[2020-12-21 16:25:59 main:581] : INFO : Epoch 678 | loss: 0.0309959 | val_loss: 0.0312717 | Time: 2057.84 ms
[2020-12-21 16:26:01 main:581] : INFO : Epoch 679 | loss: 0.0310016 | val_loss: 0.0312662 | Time: 2054.52 ms
[2020-12-21 16:26:03 main:581] : INFO : Epoch 680 | loss: 0.0310039 | val_loss: 0.0312823 | Time: 2052.39 ms
[2020-12-21 16:26:06 main:581] : INFO : Epoch 681 | loss: 0.0309998 | val_loss: 0.0312956 | Time: 2053.76 ms
[2020-12-21 16:26:08 main:581] : INFO : Epoch 682 | loss: 0.0309949 | val_loss: 0.0313149 | Time: 2052.98 ms
[2020-12-21 16:26:10 main:581] : INFO : Epoch 683 | loss: 0.0309946 | val_loss: 0.0313033 | Time: 2041.3 ms
[2020-12-21 16:26:12 main:581] : INFO : Epoch 684 | loss: 0.0310022 | val_loss: 0.0312797 | Time: 2050.19 ms
[2020-12-21 16:26:14 main:581] : INFO : Epoch 685 | loss: 0.0309976 | val_loss: 0.0312879 | Time: 2054.01 ms
[2020-12-21 16:26:16 main:581] : INFO : Epoch 686 | loss: 0.0309953 | val_loss: 0.0313099 | Time: 2052.22 ms
[2020-12-21 16:26:18 main:581] : INFO : Epoch 687 | loss: 0.0309966 | val_loss: 0.0312915 | Time: 2050.08 ms
[2020-12-21 16:26:20 main:581] : INFO : Epoch 688 | loss: 0.0309937 | val_loss: 0.0312897 | Time: 2049.39 ms
[2020-12-21 16:26:22 main:581] : INFO : Epoch 689 | loss: 0.0309997 | val_loss: 0.0312989 | Time: 2043.07 ms
[2020-12-21 16:26:24 main:581] : INFO : Epoch 690 | loss: 0.0310247 | val_loss: 0.031275 | Time: 2053.84 ms
[2020-12-21 16:26:26 main:581] : INFO : Epoch 691 | loss: 0.0310092 | val_loss: 0.0312943 | Time: 2048.84 ms
[2020-12-21 16:26:28 main:581] : INFO : Epoch 692 | loss: 0.0310073 | val_loss: 0.0312662 | Time: 2052.18 ms
[2020-12-21 16:26:30 main:581] : INFO : Epoch 693 | loss: 0.0310037 | val_loss: 0.0312953 | Time: 2043.47 ms
[2020-12-21 16:26:32 main:581] : INFO : Epoch 694 | loss: 0.0310089 | val_loss: 0.0313136 | Time: 2048.97 ms
[2020-12-21 16:26:34 main:581] : INFO : Epoch 695 | loss: 0.0309967 | val_loss: 0.0312866 | Time: 2051.85 ms
[2020-12-21 16:26:36 main:581] : INFO : Epoch 696 | loss: 0.0309955 | val_loss: 0.0312864 | Time: 2052.43 ms
[2020-12-21 16:26:38 main:581] : INFO : Epoch 697 | loss: 0.0309911 | val_loss: 0.0312988 | Time: 2053.05 ms
[2020-12-21 16:26:40 main:581] : INFO : Epoch 698 | loss: 0.0309937 | val_loss: 0.031295 | Time: 2049.35 ms
[2020-12-21 16:26:42 main:581] : INFO : Epoch 699 | loss: 0.0309912 | val_loss: 0.0313028 | Time: 2047.23 ms
[2020-12-21 16:26:44 main:581] : INFO : Epoch 700 | loss: 0.0309883 | val_loss: 0.0312901 | Time: 2044.45 ms
[2020-12-21 16:26:47 main:581] : INFO : Epoch 701 | loss: 0.0309974 | val_loss: 0.0312892 | Time: 2035.84 ms
[2020-12-21 16:26:49 main:581] : INFO : Epoch 702 | loss: 0.0309963 | val_loss: 0.0312799 | Time: 2058.77 ms
[2020-12-21 16:26:51 main:581] : INFO : Epoch 703 | loss: 0.030996 | val_loss: 0.0312892 | Time: 2041.34 ms
[2020-12-21 16:26:53 main:581] : INFO : Epoch 704 | loss: 0.0309955 | val_loss: 0.0313084 | Time: 2043.7 ms
[2020-12-21 16:26:55 main:581] : INFO : Epoch 705 | loss: 0.0309974 | val_loss: 0.031291 | Time: 2035.94 ms
[2020-12-21 16:26:57 main:581] : INFO : Epoch 706 | loss: 0.0309998 | val_loss: 0.0312791 | Time: 2041.14 ms
[2020-12-21 16:26:59 main:581] : INFO : Epoch 707 | loss: 0.0310049 | val_loss: 0.0313012 | Time: 2044.07 ms
[2020-12-21 16:27:01 main:581] : INFO : Epoch 708 | loss: 0.0310068 | val_loss: 0.0313053 | Time: 2041.29 ms
[2020-12-21 16:27:03 main:581] : INFO : Epoch 709 | loss: 0.0310026 | val_loss: 0.0312868 | Time: 2035.65 ms
[2020-12-21 16:27:05 main:581] : INFO : Epoch 710 | loss: 0.0310036 | val_loss: 0.0312657 | Time: 2053.42 ms
[2020-12-21 16:27:07 main:581] : INFO : Epoch 711 | loss: 0.0309974 | val_loss: 0.031308 | Time: 2047.99 ms
[2020-12-21 16:27:09 main:581] : INFO : Epoch 712 | loss: 0.0310011 | val_loss: 0.0312721 | Time: 2051.21 ms
[2020-12-21 16:27:11 main:581] : INFO : Epoch 713 | loss: 0.0310082 | val_loss: 0.0312847 | Time: 2055 ms
[2020-12-21 16:27:13 main:581] : INFO : Epoch 714 | loss: 0.0310017 | val_loss: 0.0312839 | Time: 2054.76 ms
[2020-12-21 16:27:15 main:581] : INFO : Epoch 715 | loss: 0.0309965 | val_loss: 0.0312906 | Time: 2053.88 ms
[2020-12-21 16:27:17 main:581] : INFO : Epoch 716 | loss: 0.030991 | val_loss: 0.0312916 | Time: 2057.64 ms
[2020-12-21 16:27:19 main:581] : INFO : Epoch 717 | loss: 0.0310075 | val_loss: 0.0312796 | Time: 2053.7 ms
[2020-12-21 16:27:21 main:581] : INFO : Epoch 718 | loss: 0.0310022 | val_loss: 0.0312897 | Time: 2051.67 ms
[2020-12-21 16:27:23 main:581] : INFO : Epoch 719 | loss: 0.0310001 | val_loss: 0.0313171 | Time: 2051.61 ms
[2020-12-21 16:27:25 main:581] : INFO : Epoch 720 | loss: 0.030999 | val_loss: 0.0312674 | Time: 2051.41 ms
[2020-12-21 16:27:28 main:581] : INFO : Epoch 721 | loss: 0.0309966 | val_loss: 0.0312964 | Time: 2053.55 ms
[2020-12-21 16:27:30 main:581] : INFO : Epoch 722 | loss: 0.0309983 | val_loss: 0.0312677 | Time: 2052.47 ms
[2020-12-21 16:27:32 main:581] : INFO : Epoch 723 | loss: 0.031005 | val_loss: 0.0312867 | Time: 2053.34 ms
[2020-12-21 16:27:34 main:581] : INFO : Epoch 724 | loss: 0.0310071 | val_loss: 0.0312898 | Time: 2053.59 ms
[2020-12-21 16:27:36 main:581] : INFO : Epoch 725 | loss: 0.0309957 | val_loss: 0.0313005 | Time: 2058.23 ms
[2020-12-21 16:27:38 main:581] : INFO : Epoch 726 | loss: 0.0310089 | val_loss: 0.0312894 | Time: 2055.53 ms
[2020-12-21 16:27:40 main:581] : INFO : Epoch 727 | loss: 0.0310079 | val_loss: 0.0313037 | Time: 2047.25 ms
[2020-12-21 16:27:42 main:581] : INFO : Epoch 728 | loss: 0.0309923 | val_loss: 0.0313063 | Time: 2039.38 ms
[2020-12-21 16:27:44 main:581] : INFO : Epoch 729 | loss: 0.0309924 | val_loss: 0.0312815 | Time: 2046.4 ms
[2020-12-21 16:27:46 main:581] : INFO : Epoch 730 | loss: 0.0309898 | val_loss: 0.031314 | Time: 2048.73 ms
[2020-12-21 16:27:48 main:581] : INFO : Epoch 731 | loss: 0.030998 | val_loss: 0.0312968 | Time: 2049.96 ms
[2020-12-21 16:27:50 main:581] : INFO : Epoch 732 | loss: 0.0310064 | val_loss: 0.0312521 | Time: 2041 ms
[2020-12-21 16:27:52 main:581] : INFO : Epoch 733 | loss: 0.0310103 | val_loss: 0.0312662 | Time: 2049.09 ms
[2020-12-21 16:27:54 main:581] : INFO : Epoch 734 | loss: 0.0310002 | val_loss: 0.0312812 | Time: 2049.2 ms
[2020-12-21 16:27:56 main:581] : INFO : Epoch 735 | loss: 0.0310062 | val_loss: 0.031285 | Time: 2048.91 ms
[2020-12-21 16:27:58 main:581] : INFO : Epoch 736 | loss: 0.0309964 | val_loss: 0.031291 | Time: 2040.36 ms
[2020-12-21 16:28:00 main:581] : INFO : Epoch 737 | loss: 0.0309967 | val_loss: 0.0312854 | Time: 2050.83 ms
[2020-12-21 16:28:02 main:581] : INFO : Epoch 738 | loss: 0.0309964 | val_loss: 0.0312906 | Time: 2064.06 ms
[2020-12-21 16:28:04 main:581] : INFO : Epoch 739 | loss: 0.0309926 | val_loss: 0.0312659 | Time: 2055.44 ms
[2020-12-21 16:28:06 main:581] : INFO : Epoch 740 | loss: 0.0309982 | val_loss: 0.0312964 | Time: 2054.47 ms
[2020-12-21 16:28:09 main:581] : INFO : Epoch 741 | loss: 0.0309976 | val_loss: 0.0312953 | Time: 2050.76 ms
[2020-12-21 16:28:11 main:581] : INFO : Epoch 742 | loss: 0.0309957 | val_loss: 0.0313008 | Time: 2050.07 ms
[2020-12-21 16:28:13 main:581] : INFO : Epoch 743 | loss: 0.0309995 | val_loss: 0.0312937 | Time: 2052.92 ms
[2020-12-21 16:28:15 main:581] : INFO : Epoch 744 | loss: 0.0310017 | val_loss: 0.0312733 | Time: 2050.13 ms
[2020-12-21 16:28:17 main:581] : INFO : Epoch 745 | loss: 0.0310018 | val_loss: 0.0312701 | Time: 2052.67 ms
[2020-12-21 16:28:19 main:581] : INFO : Epoch 746 | loss: 0.0310059 | val_loss: 0.0312715 | Time: 2052.71 ms
[2020-12-21 16:28:21 main:581] : INFO : Epoch 747 | loss: 0.0310043 | val_loss: 0.0312975 | Time: 2049.03 ms
[2020-12-21 16:28:23 main:581] : INFO : Epoch 748 | loss: 0.0309961 | val_loss: 0.031305 | Time: 2054.73 ms
[2020-12-21 16:28:25 main:581] : INFO : Epoch 749 | loss: 0.0310052 | val_loss: 0.0312995 | Time: 2055.88 ms
[2020-12-21 16:28:27 main:581] : INFO : Epoch 750 | loss: 0.031003 | val_loss: 0.0312896 | Time: 2051.07 ms
[2020-12-21 16:28:29 main:581] : INFO : Epoch 751 | loss: 0.0309929 | val_loss: 0.0312875 | Time: 2049.58 ms
[2020-12-21 16:28:31 main:581] : INFO : Epoch 752 | loss: 0.0309965 | val_loss: 0.0312948 | Time: 2050.21 ms
[2020-12-21 16:28:33 main:581] : INFO : Epoch 753 | loss: 0.0309997 | val_loss: 0.0312755 | Time: 2049.67 ms
[2020-12-21 16:28:35 main:581] : INFO : Epoch 754 | loss: 0.0309949 | val_loss: 0.0312785 | Time: 2051.33 ms
[2020-12-21 16:28:37 main:581] : INFO : Epoch 755 | loss: 0.031008 | val_loss: 0.0313077 | Time: 2041.16 ms
[2020-12-21 16:28:39 main:581] : INFO : Epoch 756 | loss: 0.0309989 | val_loss: 0.0312881 | Time: 2052.05 ms
[2020-12-21 16:28:41 main:581] : INFO : Epoch 757 | loss: 0.0309901 | val_loss: 0.0312772 | Time: 2041.55 ms
[2020-12-21 16:28:43 main:581] : INFO : Epoch 758 | loss: 0.0309985 | val_loss: 0.031294 | Time: 2051.41 ms
[2020-12-21 16:28:45 main:581] : INFO : Epoch 759 | loss: 0.0310222 | val_loss: 0.0312792 | Time: 2057.81 ms
[2020-12-21 16:28:47 main:581] : INFO : Epoch 760 | loss: 0.0310396 | val_loss: 0.0312539 | Time: 2039.67 ms
[2020-12-21 16:28:50 main:581] : INFO : Epoch 761 | loss: 0.0310094 | val_loss: 0.0312782 | Time: 2045.39 ms
[2020-12-21 16:28:52 main:581] : INFO : Epoch 762 | loss: 0.0310212 | val_loss: 0.0312957 | Time: 2045.38 ms
[2020-12-21 16:28:54 main:581] : INFO : Epoch 763 | loss: 0.0310083 | val_loss: 0.0312844 | Time: 2044.37 ms
[2020-12-21 16:28:56 main:581] : INFO : Epoch 764 | loss: 0.0309955 | val_loss: 0.0313237 | Time: 2043.63 ms
[2020-12-21 16:28:58 main:581] : INFO : Epoch 765 | loss: 0.0309952 | val_loss: 0.0312999 | Time: 2039.87 ms
[2020-12-21 16:29:00 main:581] : INFO : Epoch 766 | loss: 0.0309951 | val_loss: 0.0313092 | Time: 2042.67 ms
[2020-12-21 16:29:02 main:581] : INFO : Epoch 767 | loss: 0.0310136 | val_loss: 0.0313123 | Time: 2045.22 ms
[2020-12-21 16:29:04 main:581] : INFO : Epoch 768 | loss: 0.031007 | val_loss: 0.0313113 | Time: 2042.52 ms
[2020-12-21 16:29:06 main:581] : INFO : Epoch 769 | loss: 0.0310139 | val_loss: 0.0313033 | Time: 2036.23 ms
[2020-12-21 16:29:08 main:581] : INFO : Epoch 770 | loss: 0.0310015 | val_loss: 0.0312819 | Time: 2045.57 ms
[2020-12-21 16:29:10 main:581] : INFO : Epoch 771 | loss: 0.0310012 | val_loss: 0.031312 | Time: 2046.91 ms
[2020-12-21 16:29:12 main:581] : INFO : Epoch 772 | loss: 0.0310042 | val_loss: 0.0312954 | Time: 2049.59 ms
[2020-12-21 16:29:14 main:581] : INFO : Epoch 773 | loss: 0.031004 | val_loss: 0.0312759 | Time: 2038.72 ms
[2020-12-21 16:29:16 main:581] : INFO : Epoch 774 | loss: 0.0310007 | val_loss: 0.0312835 | Time: 2040.7 ms
[2020-12-21 16:29:18 main:581] : INFO : Epoch 775 | loss: 0.0309947 | val_loss: 0.0312823 | Time: 2041.26 ms
[2020-12-21 16:29:20 main:581] : INFO : Epoch 776 | loss: 0.0309926 | val_loss: 0.0312971 | Time: 2045.18 ms
[2020-12-21 16:29:22 main:581] : INFO : Epoch 777 | loss: 0.0309993 | val_loss: 0.0313005 | Time: 2052.62 ms
[2020-12-21 16:29:24 main:581] : INFO : Epoch 778 | loss: 0.0309896 | val_loss: 0.0312891 | Time: 2046.96 ms
[2020-12-21 16:29:26 main:581] : INFO : Epoch 779 | loss: 0.0310004 | val_loss: 0.0313054 | Time: 2044.88 ms
[2020-12-21 16:29:28 main:581] : INFO : Epoch 780 | loss: 0.0309945 | val_loss: 0.0313091 | Time: 2052.19 ms
[2020-12-21 16:29:30 main:581] : INFO : Epoch 781 | loss: 0.0309885 | val_loss: 0.0312911 | Time: 2052.63 ms
[2020-12-21 16:29:32 main:581] : INFO : Epoch 782 | loss: 0.0309893 | val_loss: 0.0312786 | Time: 2056 ms
[2020-12-21 16:29:35 main:581] : INFO : Epoch 783 | loss: 0.0309956 | val_loss: 0.0312907 | Time: 2053.41 ms
[2020-12-21 16:29:37 main:581] : INFO : Epoch 784 | loss: 0.0309995 | val_loss: 0.0313114 | Time: 2053 ms
[2020-12-21 16:29:39 main:581] : INFO : Epoch 785 | loss: 0.030995 | val_loss: 0.031302 | Time: 2049.74 ms
[2020-12-21 16:29:41 main:581] : INFO : Epoch 786 | loss: 0.0309998 | val_loss: 0.0312886 | Time: 2045.76 ms
[2020-12-21 16:29:43 main:581] : INFO : Epoch 787 | loss: 0.0310038 | val_loss: 0.0312689 | Time: 2033.67 ms
[2020-12-21 16:29:45 main:581] : INFO : Epoch 788 | loss: 0.0310111 | val_loss: 0.0312748 | Time: 2058.16 ms
[2020-12-21 16:29:47 main:581] : INFO : Epoch 789 | loss: 0.0310034 | val_loss: 0.0312827 | Time: 2056.37 ms
[2020-12-21 16:29:49 main:581] : INFO : Epoch 790 | loss: 0.0310025 | val_loss: 0.0312979 | Time: 2036.92 ms
[2020-12-21 16:29:51 main:581] : INFO : Epoch 791 | loss: 0.0309999 | val_loss: 0.0312821 | Time: 2045.47 ms
[2020-12-21 16:29:53 main:581] : INFO : Epoch 792 | loss: 0.0310062 | val_loss: 0.0312829 | Time: 2045.95 ms
[2020-12-21 16:29:55 main:581] : INFO : Epoch 793 | loss: 0.0309921 | val_loss: 0.0312677 | Time: 2047.28 ms
[2020-12-21 16:29:57 main:581] : INFO : Epoch 794 | loss: 0.0309935 | val_loss: 0.0313209 | Time: 2038.39 ms
[2020-12-21 16:29:59 main:581] : INFO : Epoch 795 | loss: 0.0309971 | val_loss: 0.0312952 | Time: 2043.67 ms
[2020-12-21 16:30:01 main:581] : INFO : Epoch 796 | loss: 0.031001 | val_loss: 0.0312985 | Time: 2044.79 ms
[2020-12-21 16:30:03 main:581] : INFO : Epoch 797 | loss: 0.0310037 | val_loss: 0.0312726 | Time: 2043.22 ms
[2020-12-21 16:30:05 main:581] : INFO : Epoch 798 | loss: 0.0309993 | val_loss: 0.0312832 | Time: 2042.56 ms
[2020-12-21 16:30:07 main:581] : INFO : Epoch 799 | loss: 0.030991 | val_loss: 0.0312666 | Time: 2043.86 ms
[2020-12-21 16:30:09 main:581] : INFO : Epoch 800 | loss: 0.0309933 | val_loss: 0.0312798 | Time: 2034.07 ms
[2020-12-21 16:30:11 main:581] : INFO : Epoch 801 | loss: 0.0310017 | val_loss: 0.0312984 | Time: 2044.32 ms
[2020-12-21 16:30:13 main:581] : INFO : Epoch 802 | loss: 0.030996 | val_loss: 0.031278 | Time: 2043.05 ms
[2020-12-21 16:30:15 main:581] : INFO : Epoch 803 | loss: 0.0310015 | val_loss: 0.0312828 | Time: 2042.51 ms
[2020-12-21 16:30:17 main:581] : INFO : Epoch 804 | loss: 0.0310009 | val_loss: 0.0312807 | Time: 2040.03 ms
[2020-12-21 16:30:20 main:581] : INFO : Epoch 805 | loss: 0.0309982 | val_loss: 0.031281 | Time: 2040.25 ms
[2020-12-21 16:30:22 main:581] : INFO : Epoch 806 | loss: 0.0310063 | val_loss: 0.0312691 | Time: 2038 ms
[2020-12-21 16:30:24 main:581] : INFO : Epoch 807 | loss: 0.0310075 | val_loss: 0.0312825 | Time: 2041.82 ms
[2020-12-21 16:30:26 main:581] : INFO : Epoch 808 | loss: 0.0309993 | val_loss: 0.0312978 | Time: 2036.58 ms
[2020-12-21 16:30:28 main:581] : INFO : Epoch 809 | loss: 0.0309996 | val_loss: 0.031305 | Time: 2045.47 ms
[2020-12-21 16:30:30 main:581] : INFO : Epoch 810 | loss: 0.0310046 | val_loss: 0.0312843 | Time: 2043.43 ms
[2020-12-21 16:30:32 main:581] : INFO : Epoch 811 | loss: 0.0310035 | val_loss: 0.0312755 | Time: 2043.05 ms
[2020-12-21 16:30:34 main:581] : INFO : Epoch 812 | loss: 0.0309991 | val_loss: 0.0312895 | Time: 2043.96 ms
[2020-12-21 16:30:36 main:581] : INFO : Epoch 813 | loss: 0.0309941 | val_loss: 0.031288 | Time: 2043.72 ms
[2020-12-21 16:30:38 main:581] : INFO : Epoch 814 | loss: 0.0309967 | val_loss: 0.0312923 | Time: 2041.67 ms
[2020-12-21 16:30:40 main:581] : INFO : Epoch 815 | loss: 0.0310006 | val_loss: 0.0312952 | Time: 2043.64 ms
[2020-12-21 16:30:42 main:581] : INFO : Epoch 816 | loss: 0.0309927 | val_loss: 0.031306 | Time: 2044.17 ms
[2020-12-21 16:30:44 main:581] : INFO : Epoch 817 | loss: 0.0309999 | val_loss: 0.0312805 | Time: 2039.06 ms
[2020-12-21 16:30:46 main:581] : INFO : Epoch 818 | loss: 0.0310017 | val_loss: 0.0313173 | Time: 2043.4 ms
[2020-12-21 16:30:48 main:581] : INFO : Epoch 819 | loss: 0.030993 | val_loss: 0.0312697 | Time: 2041.52 ms
[2020-12-21 16:30:50 main:581] : INFO : Epoch 820 | loss: 0.0309997 | val_loss: 0.0312889 | Time: 2044.21 ms
[2020-12-21 16:30:52 main:581] : INFO : Epoch 821 | loss: 0.0309972 | val_loss: 0.0312934 | Time: 2044.07 ms
[2020-12-21 16:30:54 main:581] : INFO : Epoch 822 | loss: 0.0309993 | val_loss: 0.0313041 | Time: 2046.48 ms
[2020-12-21 16:30:56 main:581] : INFO : Epoch 823 | loss: 0.0309993 | val_loss: 0.0312814 | Time: 2042.85 ms
[2020-12-21 16:30:58 main:581] : INFO : Epoch 824 | loss: 0.0309969 | val_loss: 0.0312903 | Time: 2044.26 ms
[2020-12-21 16:31:00 main:581] : INFO : Epoch 825 | loss: 0.0309946 | val_loss: 0.0312884 | Time: 2042.97 ms
[2020-12-21 16:31:02 main:581] : INFO : Epoch 826 | loss: 0.0310013 | val_loss: 0.0313012 | Time: 2045.86 ms
[2020-12-21 16:31:04 main:581] : INFO : Epoch 827 | loss: 0.0310128 | val_loss: 0.0312607 | Time: 2040.17 ms
[2020-12-21 16:31:07 main:581] : INFO : Epoch 828 | loss: 0.031001 | val_loss: 0.0312716 | Time: 2044.62 ms
[2020-12-21 16:31:09 main:581] : INFO : Epoch 829 | loss: 0.030995 | val_loss: 0.0312862 | Time: 2047.05 ms
[2020-12-21 16:31:11 main:581] : INFO : Epoch 830 | loss: 0.0309953 | val_loss: 0.0312779 | Time: 2043.25 ms
[2020-12-21 16:31:13 main:581] : INFO : Epoch 831 | loss: 0.0309879 | val_loss: 0.0312992 | Time: 2034.9 ms
[2020-12-21 16:31:15 main:581] : INFO : Epoch 832 | loss: 0.0309922 | val_loss: 0.0312916 | Time: 2048.44 ms
[2020-12-21 16:31:17 main:581] : INFO : Epoch 833 | loss: 0.0309968 | val_loss: 0.0312852 | Time: 2035.13 ms
[2020-12-21 16:31:19 main:581] : INFO : Epoch 834 | loss: 0.0310063 | val_loss: 0.03128 | Time: 2043.46 ms
[2020-12-21 16:31:21 main:581] : INFO : Epoch 835 | loss: 0.0310044 | val_loss: 0.0313136 | Time: 2043.68 ms
[2020-12-21 16:31:23 main:581] : INFO : Epoch 836 | loss: 0.0309976 | val_loss: 0.0312973 | Time: 2042.73 ms
[2020-12-21 16:31:25 main:581] : INFO : Epoch 837 | loss: 0.0309961 | val_loss: 0.0312996 | Time: 2036.71 ms
[2020-12-21 16:31:27 main:581] : INFO : Epoch 838 | loss: 0.0309912 | val_loss: 0.0312937 | Time: 2044.67 ms
[2020-12-21 16:31:29 main:581] : INFO : Epoch 839 | loss: 0.0309995 | val_loss: 0.0312916 | Time: 2044.94 ms
[2020-12-21 16:31:31 main:581] : INFO : Epoch 840 | loss: 0.030996 | val_loss: 0.0312875 | Time: 2042.47 ms
[2020-12-21 16:31:33 main:581] : INFO : Epoch 841 | loss: 0.0309926 | val_loss: 0.0312826 | Time: 2038.29 ms
[2020-12-21 16:31:35 main:581] : INFO : Epoch 842 | loss: 0.0309958 | val_loss: 0.0312749 | Time: 2039.78 ms
[2020-12-21 16:31:37 main:581] : INFO : Epoch 843 | loss: 0.0310025 | val_loss: 0.0312829 | Time: 2042.44 ms
[2020-12-21 16:31:39 main:581] : INFO : Epoch 844 | loss: 0.0310083 | val_loss: 0.0312685 | Time: 2040.07 ms
[2020-12-21 16:31:41 main:581] : INFO : Epoch 845 | loss: 0.0309988 | val_loss: 0.0312961 | Time: 2030.58 ms
[2020-12-21 16:31:43 main:581] : INFO : Epoch 846 | loss: 0.0309976 | val_loss: 0.0312923 | Time: 2029.43 ms
[2020-12-21 16:31:45 main:581] : INFO : Epoch 847 | loss: 0.0309953 | val_loss: 0.0312733 | Time: 2035.32 ms
[2020-12-21 16:31:47 main:581] : INFO : Epoch 848 | loss: 0.0309943 | val_loss: 0.0312958 | Time: 2035.65 ms
[2020-12-21 16:31:49 main:581] : INFO : Epoch 849 | loss: 0.0309956 | val_loss: 0.0312714 | Time: 2033.53 ms
[2020-12-21 16:31:51 main:581] : INFO : Epoch 850 | loss: 0.0309951 | val_loss: 0.031286 | Time: 2031.42 ms
[2020-12-21 16:31:53 main:581] : INFO : Epoch 851 | loss: 0.0310005 | val_loss: 0.031305 | Time: 2039.07 ms
[2020-12-21 16:31:55 main:581] : INFO : Epoch 852 | loss: 0.0310333 | val_loss: 0.0312709 | Time: 2050.34 ms
[2020-12-21 16:31:57 main:581] : INFO : Epoch 853 | loss: 0.0310938 | val_loss: 0.0313502 | Time: 2030.85 ms
[2020-12-21 16:32:00 main:581] : INFO : Epoch 854 | loss: 0.0313568 | val_loss: 0.0332278 | Time: 2039.24 ms
[2020-12-21 16:32:02 main:581] : INFO : Epoch 855 | loss: 0.0314782 | val_loss: 0.0312565 | Time: 2038.2 ms
[2020-12-21 16:32:04 main:581] : INFO : Epoch 856 | loss: 0.0311519 | val_loss: 0.0312214 | Time: 2028.64 ms
[2020-12-21 16:32:06 main:581] : INFO : Epoch 857 | loss: 0.0311027 | val_loss: 0.031214 | Time: 2030.74 ms
[2020-12-21 16:32:08 main:581] : INFO : Epoch 858 | loss: 0.0310741 | val_loss: 0.0312366 | Time: 2036.27 ms
[2020-12-21 16:32:10 main:581] : INFO : Epoch 859 | loss: 0.0310525 | val_loss: 0.0312435 | Time: 2029.1 ms
[2020-12-21 16:32:12 main:581] : INFO : Epoch 860 | loss: 0.0310354 | val_loss: 0.0312587 | Time: 2038.63 ms
[2020-12-21 16:32:14 main:581] : INFO : Epoch 861 | loss: 0.0310229 | val_loss: 0.0312345 | Time: 2038.75 ms
[2020-12-21 16:32:16 main:581] : INFO : Epoch 862 | loss: 0.0310215 | val_loss: 0.0312633 | Time: 2031.18 ms
[2020-12-21 16:32:18 main:581] : INFO : Epoch 863 | loss: 0.0310113 | val_loss: 0.0312849 | Time: 2046.07 ms
[2020-12-21 16:32:20 main:581] : INFO : Epoch 864 | loss: 0.0310042 | val_loss: 0.0312856 | Time: 2044.13 ms
[2020-12-21 16:32:22 main:581] : INFO : Epoch 865 | loss: 0.0309966 | val_loss: 0.0312916 | Time: 2043.98 ms
[2020-12-21 16:32:24 main:581] : INFO : Epoch 866 | loss: 0.0309932 | val_loss: 0.0312855 | Time: 2048.6 ms
[2020-12-21 16:32:26 main:581] : INFO : Epoch 867 | loss: 0.0310055 | val_loss: 0.0312748 | Time: 2040.94 ms
[2020-12-21 16:32:28 main:581] : INFO : Epoch 868 | loss: 0.0309992 | val_loss: 0.0312858 | Time: 2038.96 ms
[2020-12-21 16:32:30 main:581] : INFO : Epoch 869 | loss: 0.0309957 | val_loss: 0.0312846 | Time: 2041.39 ms
[2020-12-21 16:32:32 main:581] : INFO : Epoch 870 | loss: 0.0309997 | val_loss: 0.0312981 | Time: 2040.24 ms
[2020-12-21 16:32:34 main:581] : INFO : Epoch 871 | loss: 0.0310022 | val_loss: 0.0312899 | Time: 2040.62 ms
[2020-12-21 16:32:36 main:581] : INFO : Epoch 872 | loss: 0.0309991 | val_loss: 0.0313138 | Time: 2042.2 ms
[2020-12-21 16:32:38 main:581] : INFO : Epoch 873 | loss: 0.0309956 | val_loss: 0.031265 | Time: 2032.82 ms
[2020-12-21 16:32:40 main:581] : INFO : Epoch 874 | loss: 0.0310023 | val_loss: 0.0313044 | Time: 2048.19 ms
[2020-12-21 16:32:42 main:581] : INFO : Epoch 875 | loss: 0.0310095 | val_loss: 0.0312838 | Time: 2037.67 ms
[2020-12-21 16:32:44 main:581] : INFO : Epoch 876 | loss: 0.0310047 | val_loss: 0.0312947 | Time: 2046.03 ms
[2020-12-21 16:32:46 main:581] : INFO : Epoch 877 | loss: 0.0309972 | val_loss: 0.0313028 | Time: 2048.87 ms
[2020-12-21 16:32:49 main:581] : INFO : Epoch 878 | loss: 0.0309947 | val_loss: 0.0312883 | Time: 2048.18 ms
[2020-12-21 16:32:51 main:581] : INFO : Epoch 879 | loss: 0.0309954 | val_loss: 0.0312889 | Time: 2047.43 ms
[2020-12-21 16:32:53 main:581] : INFO : Epoch 880 | loss: 0.0309968 | val_loss: 0.0312948 | Time: 2044.07 ms
[2020-12-21 16:32:55 main:581] : INFO : Epoch 881 | loss: 0.0309942 | val_loss: 0.0312942 | Time: 2046.13 ms
[2020-12-21 16:32:57 main:581] : INFO : Epoch 882 | loss: 0.030998 | val_loss: 0.0313017 | Time: 2036.59 ms
[2020-12-21 16:32:59 main:581] : INFO : Epoch 883 | loss: 0.0309926 | val_loss: 0.0312877 | Time: 2043.93 ms
[2020-12-21 16:33:01 main:581] : INFO : Epoch 884 | loss: 0.0310033 | val_loss: 0.0312985 | Time: 2043.01 ms
[2020-12-21 16:33:03 main:581] : INFO : Epoch 885 | loss: 0.031002 | val_loss: 0.0312966 | Time: 2045.17 ms
[2020-12-21 16:33:05 main:581] : INFO : Epoch 886 | loss: 0.0309922 | val_loss: 0.0312829 | Time: 2037.62 ms
[2020-12-21 16:33:07 main:581] : INFO : Epoch 887 | loss: 0.0309975 | val_loss: 0.0313031 | Time: 2042.74 ms
[2020-12-21 16:33:09 main:581] : INFO : Epoch 888 | loss: 0.0309979 | val_loss: 0.0313108 | Time: 2049.26 ms
[2020-12-21 16:33:11 main:581] : INFO : Epoch 889 | loss: 0.0310108 | val_loss: 0.0312714 | Time: 2044.77 ms
[2020-12-21 16:33:13 main:581] : INFO : Epoch 890 | loss: 0.0310093 | val_loss: 0.0312873 | Time: 2041.58 ms
[2020-12-21 16:33:15 main:581] : INFO : Epoch 891 | loss: 0.031002 | val_loss: 0.0312842 | Time: 2044.43 ms
[2020-12-21 16:33:17 main:581] : INFO : Epoch 892 | loss: 0.0310024 | val_loss: 0.0313028 | Time: 2047.24 ms
[2020-12-21 16:33:19 main:581] : INFO : Epoch 893 | loss: 0.0310008 | val_loss: 0.0312957 | Time: 2040.1 ms
[2020-12-21 16:33:21 main:581] : INFO : Epoch 894 | loss: 0.0310015 | val_loss: 0.031277 | Time: 2043.38 ms
[2020-12-21 16:33:23 main:581] : INFO : Epoch 895 | loss: 0.0310019 | val_loss: 0.0312696 | Time: 2042.53 ms
[2020-12-21 16:33:25 main:581] : INFO : Epoch 896 | loss: 0.0309983 | val_loss: 0.0312946 | Time: 2051.25 ms
[2020-12-21 16:33:27 main:581] : INFO : Epoch 897 | loss: 0.0310062 | val_loss: 0.0312885 | Time: 2034.97 ms
[2020-12-21 16:33:29 main:581] : INFO : Epoch 898 | loss: 0.0309996 | val_loss: 0.0313307 | Time: 2044.55 ms
[2020-12-21 16:33:31 main:581] : INFO : Epoch 899 | loss: 0.031001 | val_loss: 0.0312709 | Time: 2045.78 ms
[2020-12-21 16:33:33 main:581] : INFO : Epoch 900 | loss: 0.031003 | val_loss: 0.0312954 | Time: 2032.82 ms
[2020-12-21 16:33:35 main:581] : INFO : Epoch 901 | loss: 0.031004 | val_loss: 0.0312833 | Time: 2043.87 ms
[2020-12-21 16:33:38 main:581] : INFO : Epoch 902 | loss: 0.0310019 | val_loss: 0.0312914 | Time: 2042 ms
[2020-12-21 16:33:40 main:581] : INFO : Epoch 903 | loss: 0.0309907 | val_loss: 0.0312977 | Time: 2041.41 ms
[2020-12-21 16:33:42 main:581] : INFO : Epoch 904 | loss: 0.0309932 | val_loss: 0.0312804 | Time: 2041.95 ms
[2020-12-21 16:33:44 main:581] : INFO : Epoch 905 | loss: 0.0309968 | val_loss: 0.031286 | Time: 2040.05 ms
[2020-12-21 16:33:46 main:581] : INFO : Epoch 906 | loss: 0.0310063 | val_loss: 0.0312798 | Time: 2033.65 ms
[2020-12-21 16:33:48 main:581] : INFO : Epoch 907 | loss: 0.0310049 | val_loss: 0.031293 | Time: 2051.76 ms
[2020-12-21 16:33:50 main:581] : INFO : Epoch 908 | loss: 0.030991 | val_loss: 0.0312949 | Time: 2046.04 ms
[2020-12-21 16:33:52 main:581] : INFO : Epoch 909 | loss: 0.030991 | val_loss: 0.031293 | Time: 2038.09 ms
[2020-12-21 16:33:54 main:581] : INFO : Epoch 910 | loss: 0.0309975 | val_loss: 0.0313053 | Time: 2039.63 ms
[2020-12-21 16:33:56 main:581] : INFO : Epoch 911 | loss: 0.0309989 | val_loss: 0.0312811 | Time: 2037.31 ms
[2020-12-21 16:33:58 main:581] : INFO : Epoch 912 | loss: 0.0309949 | val_loss: 0.0312933 | Time: 2031.95 ms
[2020-12-21 16:34:00 main:581] : INFO : Epoch 913 | loss: 0.0309963 | val_loss: 0.031297 | Time: 2037.28 ms
[2020-12-21 16:34:02 main:581] : INFO : Epoch 914 | loss: 0.0309924 | val_loss: 0.0312994 | Time: 2038.27 ms
[2020-12-21 16:34:04 main:581] : INFO : Epoch 915 | loss: 0.0309952 | val_loss: 0.0312972 | Time: 2043.99 ms
[2020-12-21 16:34:06 main:581] : INFO : Epoch 916 | loss: 0.0309946 | val_loss: 0.031292 | Time: 2034.6 ms
[2020-12-21 16:34:08 main:581] : INFO : Epoch 917 | loss: 0.0309912 | val_loss: 0.031298 | Time: 2042.78 ms
[2020-12-21 16:34:10 main:581] : INFO : Epoch 918 | loss: 0.0309875 | val_loss: 0.0313031 | Time: 2047.07 ms
[2020-12-21 16:34:12 main:581] : INFO : Epoch 919 | loss: 0.0309923 | val_loss: 0.031289 | Time: 2042.92 ms
[2020-12-21 16:34:14 main:581] : INFO : Epoch 920 | loss: 0.0310182 | val_loss: 0.0313251 | Time: 2033.23 ms
[2020-12-21 16:34:16 main:581] : INFO : Epoch 921 | loss: 0.0310099 | val_loss: 0.0312826 | Time: 2035.68 ms
[2020-12-21 16:34:18 main:581] : INFO : Epoch 922 | loss: 0.0310041 | val_loss: 0.0312845 | Time: 2042.09 ms
[2020-12-21 16:34:20 main:581] : INFO : Epoch 923 | loss: 0.0309949 | val_loss: 0.0313084 | Time: 2040.1 ms
[2020-12-21 16:34:22 main:581] : INFO : Epoch 924 | loss: 0.0309949 | val_loss: 0.0312769 | Time: 2043.76 ms
[2020-12-21 16:34:24 main:581] : INFO : Epoch 925 | loss: 0.0309975 | val_loss: 0.0312712 | Time: 2043.42 ms
[2020-12-21 16:34:27 main:581] : INFO : Epoch 926 | loss: 0.0310283 | val_loss: 0.031281 | Time: 2045.27 ms
[2020-12-21 16:34:29 main:581] : INFO : Epoch 927 | loss: 0.0310107 | val_loss: 0.0312704 | Time: 2041.36 ms
[2020-12-21 16:34:31 main:581] : INFO : Epoch 928 | loss: 0.0309943 | val_loss: 0.0313061 | Time: 2034.37 ms
[2020-12-21 16:34:33 main:581] : INFO : Epoch 929 | loss: 0.0309953 | val_loss: 0.0312829 | Time: 2055.11 ms
[2020-12-21 16:34:35 main:581] : INFO : Epoch 930 | loss: 0.0309986 | val_loss: 0.0312724 | Time: 2040.38 ms
[2020-12-21 16:34:37 main:581] : INFO : Epoch 931 | loss: 0.0310125 | val_loss: 0.0313154 | Time: 2038.74 ms
[2020-12-21 16:34:39 main:581] : INFO : Epoch 932 | loss: 0.0310059 | val_loss: 0.0313061 | Time: 2030.68 ms
[2020-12-21 16:34:41 main:581] : INFO : Epoch 933 | loss: 0.0309949 | val_loss: 0.0312914 | Time: 2041.71 ms
[2020-12-21 16:34:43 main:581] : INFO : Epoch 934 | loss: 0.0309923 | val_loss: 0.0312869 | Time: 2040.19 ms
[2020-12-21 16:34:45 main:581] : INFO : Epoch 935 | loss: 0.0309979 | val_loss: 0.0312851 | Time: 2041.25 ms
[2020-12-21 16:34:47 main:581] : INFO : Epoch 936 | loss: 0.0309931 | val_loss: 0.0312848 | Time: 2038.89 ms
[2020-12-21 16:34:49 main:581] : INFO : Epoch 937 | loss: 0.0309955 | val_loss: 0.0312575 | Time: 2041.86 ms
[2020-12-21 16:34:51 main:581] : INFO : Epoch 938 | loss: 0.0310012 | val_loss: 0.0312851 | Time: 2030.98 ms
[2020-12-21 16:34:53 main:581] : INFO : Epoch 939 | loss: 0.0310037 | val_loss: 0.0312737 | Time: 2039.82 ms
[2020-12-21 16:34:55 main:581] : INFO : Epoch 940 | loss: 0.0309996 | val_loss: 0.031297 | Time: 2038.93 ms
[2020-12-21 16:34:57 main:581] : INFO : Epoch 941 | loss: 0.0309956 | val_loss: 0.0312997 | Time: 2032.12 ms
[2020-12-21 16:34:59 main:581] : INFO : Epoch 942 | loss: 0.0309914 | val_loss: 0.031328 | Time: 2040 ms
[2020-12-21 16:35:01 main:581] : INFO : Epoch 943 | loss: 0.0309933 | val_loss: 0.0312911 | Time: 2037 ms
[2020-12-21 16:35:03 main:581] : INFO : Epoch 944 | loss: 0.0310036 | val_loss: 0.0312883 | Time: 2036.68 ms
[2020-12-21 16:35:05 main:581] : INFO : Epoch 945 | loss: 0.0309997 | val_loss: 0.0313019 | Time: 2039.41 ms
[2020-12-21 16:35:07 main:581] : INFO : Epoch 946 | loss: 0.0309926 | val_loss: 0.0312828 | Time: 2040.92 ms
[2020-12-21 16:35:09 main:581] : INFO : Epoch 947 | loss: 0.0309939 | val_loss: 0.0313051 | Time: 2037.75 ms
[2020-12-21 16:35:11 main:581] : INFO : Epoch 948 | loss: 0.0309881 | val_loss: 0.0312813 | Time: 2043.08 ms
[2020-12-21 16:35:13 main:581] : INFO : Epoch 949 | loss: 0.0310028 | val_loss: 0.031286 | Time: 2042.22 ms
[2020-12-21 16:35:15 main:581] : INFO : Epoch 950 | loss: 0.0310025 | val_loss: 0.0313127 | Time: 2043.7 ms
[2020-12-21 16:35:18 main:581] : INFO : Epoch 951 | loss: 0.0310009 | val_loss: 0.0313142 | Time: 2039.17 ms
[2020-12-21 16:35:20 main:581] : INFO : Epoch 952 | loss: 0.0310016 | val_loss: 0.0312929 | Time: 2039.02 ms
[2020-12-21 16:35:22 main:581] : INFO : Epoch 953 | loss: 0.0310193 | val_loss: 0.0313073 | Time: 2025.92 ms
[2020-12-21 16:35:24 main:581] : INFO : Epoch 954 | loss: 0.0310091 | val_loss: 0.0312861 | Time: 2036.16 ms
[2020-12-21 16:35:26 main:581] : INFO : Epoch 955 | loss: 0.0309984 | val_loss: 0.0312867 | Time: 2035.84 ms
[2020-12-21 16:35:28 main:581] : INFO : Epoch 956 | loss: 0.0309903 | val_loss: 0.0312763 | Time: 2030.89 ms
[2020-12-21 16:35:30 main:581] : INFO : Epoch 957 | loss: 0.030997 | val_loss: 0.0312957 | Time: 2045.51 ms
[2020-12-21 16:35:32 main:581] : INFO : Epoch 958 | loss: 0.0310025 | val_loss: 0.0313 | Time: 2040.29 ms
[2020-12-21 16:35:34 main:581] : INFO : Epoch 959 | loss: 0.0310033 | val_loss: 0.0312553 | Time: 2039.73 ms
[2020-12-21 16:35:36 main:581] : INFO : Epoch 960 | loss: 0.0310004 | val_loss: 0.0313012 | Time: 2033.65 ms
[2020-12-21 16:35:38 main:581] : INFO : Epoch 961 | loss: 0.0309964 | val_loss: 0.0312797 | Time: 2039.94 ms
[2020-12-21 16:35:40 main:581] : INFO : Epoch 962 | loss: 0.0309941 | val_loss: 0.0312779 | Time: 2040.69 ms
[2020-12-21 16:35:42 main:581] : INFO : Epoch 963 | loss: 0.031 | val_loss: 0.0312943 | Time: 2042.9 ms
[2020-12-21 16:35:44 main:581] : INFO : Epoch 964 | loss: 0.0310074 | val_loss: 0.0312847 | Time: 2041.78 ms
[2020-12-21 16:35:46 main:581] : INFO : Epoch 965 | loss: 0.0309966 | val_loss: 0.0312927 | Time: 2033.5 ms
[2020-12-21 16:35:48 main:581] : INFO : Epoch 966 | loss: 0.0309975 | val_loss: 0.03128 | Time: 2038.42 ms
[2020-12-21 16:35:50 main:581] : INFO : Epoch 967 | loss: 0.0309962 | val_loss: 0.0313076 | Time: 2038.89 ms
[2020-12-21 16:35:52 main:581] : INFO : Epoch 968 | loss: 0.0310028 | val_loss: 0.0312774 | Time: 2044.31 ms
[2020-12-21 16:35:54 main:581] : INFO : Epoch 969 | loss: 0.0309967 | val_loss: 0.0313079 | Time: 2037.06 ms
[2020-12-21 16:35:56 main:581] : INFO : Epoch 970 | loss: 0.030989 | val_loss: 0.0313118 | Time: 2027.81 ms
[2020-12-21 16:35:58 main:581] : INFO : Epoch 971 | loss: 0.0310015 | val_loss: 0.0312731 | Time: 2037.93 ms
[2020-12-21 16:36:00 main:581] : INFO : Epoch 972 | loss: 0.0310035 | val_loss: 0.0313206 | Time: 2030.98 ms
[2020-12-21 16:36:02 main:581] : INFO : Epoch 973 | loss: 0.0310013 | val_loss: 0.0312907 | Time: 2041.67 ms
[2020-12-21 16:36:04 main:581] : INFO : Epoch 974 | loss: 0.0309954 | val_loss: 0.0313192 | Time: 2039.61 ms
[2020-12-21 16:36:06 main:581] : INFO : Epoch 975 | loss: 0.031002 | val_loss: 0.0313019 | Time: 2040.85 ms
[2020-12-21 16:36:08 main:581] : INFO : Epoch 976 | loss: 0.0310026 | val_loss: 0.0313013 | Time: 2039.16 ms
[2020-12-21 16:36:11 main:581] : INFO : Epoch 977 | loss: 0.0309939 | val_loss: 0.031275 | Time: 2042.1 ms
[2020-12-21 16:36:13 main:581] : INFO : Epoch 978 | loss: 0.0309947 | val_loss: 0.0312991 | Time: 2035.38 ms
[2020-12-21 16:36:15 main:581] : INFO : Epoch 979 | loss: 0.0310013 | val_loss: 0.0313199 | Time: 2043.52 ms
[2020-12-21 16:36:17 main:581] : INFO : Epoch 980 | loss: 0.0310102 | val_loss: 0.0312679 | Time: 2045.13 ms
[2020-12-21 16:36:19 main:581] : INFO : Epoch 981 | loss: 0.0310114 | val_loss: 0.0312971 | Time: 2034.73 ms
[2020-12-21 16:36:21 main:581] : INFO : Epoch 982 | loss: 0.0310028 | val_loss: 0.0312909 | Time: 2039.05 ms
[2020-12-21 16:36:23 main:581] : INFO : Epoch 983 | loss: 0.0309977 | val_loss: 0.0313073 | Time: 2039.61 ms
[2020-12-21 16:36:25 main:581] : INFO : Epoch 984 | loss: 0.0309993 | val_loss: 0.031269 | Time: 2042.57 ms
[2020-12-21 16:36:27 main:581] : INFO : Epoch 985 | loss: 0.0310011 | val_loss: 0.0312875 | Time: 2047.64 ms
[2020-12-21 16:36:29 main:581] : INFO : Epoch 986 | loss: 0.0309933 | val_loss: 0.0312891 | Time: 2036.34 ms
[2020-12-21 16:36:31 main:581] : INFO : Epoch 987 | loss: 0.0309983 | val_loss: 0.0312909 | Time: 2036.85 ms
[2020-12-21 16:36:33 main:581] : INFO : Epoch 988 | loss: 0.0310042 | val_loss: 0.0313015 | Time: 2033.79 ms
[2020-12-21 16:36:35 main:581] : INFO : Epoch 989 | loss: 0.0310033 | val_loss: 0.0313011 | Time: 2029.07 ms
[2020-12-21 16:36:37 main:581] : INFO : Epoch 990 | loss: 0.0310017 | val_loss: 0.0312747 | Time: 2039.74 ms
[2020-12-21 16:36:39 main:581] : INFO : Epoch 991 | loss: 0.030997 | val_loss: 0.0312891 | Time: 2029.33 ms
[2020-12-21 16:36:41 main:581] : INFO : Epoch 992 | loss: 0.0309957 | val_loss: 0.0312882 | Time: 2034.96 ms
[2020-12-21 16:36:43 main:581] : INFO : Epoch 993 | loss: 0.0309977 | val_loss: 0.0312969 | Time: 2042.12 ms
[2020-12-21 16:36:45 main:581] : INFO : Epoch 994 | loss: 0.0309956 | val_loss: 0.0312822 | Time: 2041.01 ms
[2020-12-21 16:36:47 main:581] : INFO : Epoch 995 | loss: 0.0309945 | val_loss: 0.0313139 | Time: 2038.78 ms
[2020-12-21 16:36:49 main:581] : INFO : Epoch 996 | loss: 0.030997 | val_loss: 0.0312826 | Time: 2040.87 ms
[2020-12-21 16:36:51 main:581] : INFO : Epoch 997 | loss: 0.0310037 | val_loss: 0.0313195 | Time: 2035.89 ms
[2020-12-21 16:36:53 main:581] : INFO : Epoch 998 | loss: 0.0309968 | val_loss: 0.0312878 | Time: 2043.12 ms
[2020-12-21 16:36:55 main:581] : INFO : Epoch 999 | loss: 0.0309898 | val_loss: 0.0312789 | Time: 2031.17 ms
[2020-12-21 16:36:57 main:581] : INFO : Epoch 1000 | loss: 0.0309957 | val_loss: 0.0313129 | Time: 2039.9 ms
[2020-12-21 16:36:59 main:581] : INFO : Epoch 1001 | loss: 0.0310019 | val_loss: 0.0313025 | Time: 2035.31 ms
[2020-12-21 16:37:01 main:581] : INFO : Epoch 1002 | loss: 0.0310046 | val_loss: 0.0313041 | Time: 2026.33 ms
[2020-12-21 16:37:03 main:581] : INFO : Epoch 1003 | loss: 0.0310008 | val_loss: 0.0312972 | Time: 2033.91 ms
[2020-12-21 16:37:06 main:581] : INFO : Epoch 1004 | loss: 0.0310021 | val_loss: 0.0312962 | Time: 2025.94 ms
[2020-12-21 16:37:08 main:581] : INFO : Epoch 1005 | loss: 0.0309893 | val_loss: 0.031283 | Time: 2045.8 ms
[2020-12-21 16:37:10 main:581] : INFO : Epoch 1006 | loss: 0.0309952 | val_loss: 0.0313157 | Time: 2041.1 ms
[2020-12-21 16:37:12 main:581] : INFO : Epoch 1007 | loss: 0.0309964 | val_loss: 0.0312854 | Time: 2038.25 ms
[2020-12-21 16:37:14 main:581] : INFO : Epoch 1008 | loss: 0.0310034 | val_loss: 0.0312783 | Time: 2037.54 ms
[2020-12-21 16:37:16 main:581] : INFO : Epoch 1009 | loss: 0.0310032 | val_loss: 0.0313302 | Time: 2029.77 ms
[2020-12-21 16:37:18 main:581] : INFO : Epoch 1010 | loss: 0.030999 | val_loss: 0.0312841 | Time: 2030.19 ms
[2020-12-21 16:37:20 main:581] : INFO : Epoch 1011 | loss: 0.0309954 | val_loss: 0.0312875 | Time: 2035.5 ms
[2020-12-21 16:37:22 main:581] : INFO : Epoch 1012 | loss: 0.0309981 | val_loss: 0.0313095 | Time: 2025.66 ms
[2020-12-21 16:37:24 main:581] : INFO : Epoch 1013 | loss: 0.030997 | val_loss: 0.0312902 | Time: 2037.09 ms
[2020-12-21 16:37:26 main:581] : INFO : Epoch 1014 | loss: 0.0310125 | val_loss: 0.0312965 | Time: 2037.91 ms
[2020-12-21 16:37:28 main:581] : INFO : Epoch 1015 | loss: 0.0310146 | val_loss: 0.0312821 | Time: 2042.75 ms
[2020-12-21 16:37:30 main:581] : INFO : Epoch 1016 | loss: 0.0310026 | val_loss: 0.0312993 | Time: 2046.17 ms
[2020-12-21 16:37:32 main:581] : INFO : Epoch 1017 | loss: 0.0309912 | val_loss: 0.0312994 | Time: 2039.76 ms
[2020-12-21 16:37:34 main:581] : INFO : Epoch 1018 | loss: 0.0309884 | val_loss: 0.0312815 | Time: 2036.97 ms
[2020-12-21 16:37:36 main:581] : INFO : Epoch 1019 | loss: 0.0309923 | val_loss: 0.0313079 | Time: 2037.6 ms
[2020-12-21 16:37:38 main:581] : INFO : Epoch 1020 | loss: 0.0309986 | val_loss: 0.0313019 | Time: 2038.27 ms
[2020-12-21 16:37:40 main:581] : INFO : Epoch 1021 | loss: 0.0309935 | val_loss: 0.0313033 | Time: 2037.16 ms
[2020-12-21 16:37:42 main:581] : INFO : Epoch 1022 | loss: 0.0310001 | val_loss: 0.0313033 | Time: 2036.61 ms
[2020-12-21 16:37:44 main:581] : INFO : Epoch 1023 | loss: 0.0310028 | val_loss: 0.03129 | Time: 2027.22 ms
[2020-12-21 16:37:46 main:581] : INFO : Epoch 1024 | loss: 0.0309992 | val_loss: 0.0312649 | Time: 2037.92 ms
[2020-12-21 16:37:46 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312649
[2020-12-21 16:37:46 main:610] : INFO : Saving end state to config to file
[2020-12-21 16:37:46 main:615] : INFO : Success, exiting..
16:37:46 (1243391): 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)