Task 2988891
| Name | ParityModified-1605151309-5936-0_1 |
| Workunit | 1306729 |
| Created | 18 Nov 2020, 11:19:51 UTC |
| Sent | 18 Nov 2020, 11:28:01 UTC |
| Report deadline | 26 Nov 2020, 11:28:01 UTC |
| Received | 18 Nov 2020, 12:17:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 34 min 20 sec |
| CPU time | 31 min 33 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,978.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0310046 | val_loss: 0.0312893 | Time: 1911.47 ms [2020-11-18 06:47:37 main:574] : INFO : Epoch 515 | loss: 0.0310103 | val_loss: 0.0312683 | Time: 1910.76 ms [2020-11-18 06:47:39 main:574] : INFO : Epoch 516 | loss: 0.031009 | val_loss: 0.0312815 | Time: 1945.22 ms [2020-11-18 06:47:41 main:574] : INFO : Epoch 517 | loss: 0.0310107 | val_loss: 0.0312574 | Time: 1901.89 ms [2020-11-18 06:47:42 main:574] : INFO : Epoch 518 | loss: 0.0310092 | val_loss: 0.031274 | Time: 1915.85 ms [2020-11-18 06:47:44 main:574] : INFO : Epoch 519 | loss: 0.0310065 | val_loss: 0.0312795 | Time: 1921.01 ms [2020-11-18 06:47:46 main:574] : INFO : Epoch 520 | loss: 0.0310129 | val_loss: 0.0312904 | Time: 1865.74 ms [2020-11-18 06:47:48 main:574] : INFO : Epoch 521 | loss: 0.0310098 | val_loss: 0.0312581 | Time: 1889.16 ms [2020-11-18 06:47:50 main:574] : INFO : Epoch 522 | loss: 0.0310187 | val_loss: 0.0312706 | Time: 1885.86 ms [2020-11-18 06:47:52 main:574] : INFO : Epoch 523 | loss: 0.0310188 | val_loss: 0.0312673 | Time: 1911.72 ms [2020-11-18 06:47:54 main:574] : INFO : Epoch 524 | loss: 0.0310606 | val_loss: 0.0312603 | Time: 1905.19 ms [2020-11-18 06:47:56 main:574] : INFO : Epoch 525 | loss: 0.0310648 | val_loss: 0.0312663 | Time: 1900.18 ms [2020-11-18 06:47:58 main:574] : INFO : Epoch 526 | loss: 0.0310357 | val_loss: 0.0312625 | Time: 1910.43 ms [2020-11-18 06:48:00 main:574] : INFO : Epoch 527 | loss: 0.0310224 | val_loss: 0.0312812 | Time: 1907.87 ms [2020-11-18 06:48:02 main:574] : INFO : Epoch 528 | loss: 0.031015 | val_loss: 0.031298 | Time: 1928.37 ms [2020-11-18 06:48:04 main:574] : INFO : Epoch 529 | loss: 0.031011 | val_loss: 0.0312749 | Time: 1899.38 ms [2020-11-18 06:48:06 main:574] : INFO : Epoch 530 | loss: 0.0310071 | val_loss: 0.0312799 | Time: 1875.98 ms [2020-11-18 06:48:08 main:574] : INFO : Epoch 531 | loss: 0.0310094 | val_loss: 0.0312879 | Time: 1882.14 ms [2020-11-18 06:48:10 main:574] : INFO : Epoch 532 | loss: 0.0310087 | val_loss: 0.0312802 | Time: 1901.39 ms [2020-11-18 06:48:12 main:574] : INFO : Epoch 533 | loss: 0.0310081 | val_loss: 0.0312824 | Time: 1885.08 ms [2020-11-18 06:48:14 main:574] : INFO : Epoch 534 | loss: 0.0310061 | val_loss: 0.0312762 | Time: 1883.82 ms [2020-11-18 06:48:16 main:574] : INFO : Epoch 535 | loss: 0.031007 | val_loss: 0.0312794 | Time: 1897.62 ms [2020-11-18 06:48:18 main:574] : INFO : Epoch 536 | loss: 0.0310065 | val_loss: 0.0312803 | Time: 1895.35 ms [2020-11-18 06:48:20 main:574] : INFO : Epoch 537 | loss: 0.0310009 | val_loss: 0.031296 | Time: 1912.22 ms [2020-11-18 06:48:22 main:574] : INFO : Epoch 538 | loss: 0.0310049 | val_loss: 0.0312728 | Time: 1879.29 ms [2020-11-18 06:48:24 main:574] : INFO : Epoch 539 | loss: 0.0310086 | val_loss: 0.0312711 | Time: 1886.49 ms [2020-11-18 06:48:26 main:574] : INFO : Epoch 540 | loss: 0.031019 | val_loss: 0.0313231 | Time: 1890.75 ms [2020-11-18 06:48:28 main:574] : INFO : Epoch 541 | loss: 0.0310201 | val_loss: 0.0312722 | Time: 1905 ms [2020-11-18 06:48:30 main:574] : INFO : Epoch 542 | loss: 0.0310125 | val_loss: 0.0312678 | Time: 1903.67 ms [2020-11-18 06:48:32 main:574] : INFO : Epoch 543 | loss: 0.0310095 | val_loss: 0.0312752 | Time: 1895.89 ms [2020-11-18 06:48:34 main:574] : INFO : Epoch 544 | loss: 0.0310069 | val_loss: 0.0312676 | Time: 1889.66 ms [2020-11-18 06:48:36 main:574] : INFO : Epoch 545 | loss: 0.0310083 | val_loss: 0.0312724 | Time: 1869.4 ms [2020-11-18 06:48:38 main:574] : INFO : Epoch 546 | loss: 0.031012 | val_loss: 0.0312467 | Time: 1897.54 ms [2020-11-18 06:48:40 main:574] : INFO : Epoch 547 | loss: 0.031006 | val_loss: 0.0312898 | Time: 1894.42 ms [2020-11-18 06:48:42 main:574] : INFO : Epoch 548 | loss: 0.031009 | val_loss: 0.0312584 | Time: 1919.4 ms [2020-11-18 06:48:44 main:574] : INFO : Epoch 549 | loss: 0.0310067 | val_loss: 0.031276 | Time: 1903.64 ms [2020-11-18 06:48:46 main:574] : INFO : Epoch 550 | loss: 0.0310085 | val_loss: 0.0312965 | Time: 1874.7 ms [2020-11-18 06:48:48 main:574] : INFO : Epoch 551 | loss: 0.0310052 | val_loss: 0.0312629 | Time: 1888.5 ms [2020-11-18 06:48:50 main:574] : INFO : Epoch 552 | loss: 0.0310045 | val_loss: 0.0312801 | Time: 1909.57 ms [2020-11-18 06:48:52 main:574] : INFO : Epoch 553 | loss: 0.0310027 | val_loss: 0.0312668 | Time: 1902.27 ms [2020-11-18 06:48:54 main:574] : INFO : Epoch 554 | loss: 0.0310066 | val_loss: 0.0312836 | Time: 1887.52 ms [2020-11-18 06:48:56 main:574] : INFO : Epoch 555 | loss: 0.0310099 | val_loss: 0.0312653 | Time: 1902.53 ms [2020-11-18 06:48:57 main:574] : INFO : Epoch 556 | loss: 0.0310063 | val_loss: 0.0312834 | Time: 1879.63 ms [2020-11-18 06:48:59 main:574] : INFO : Epoch 557 | loss: 0.0310021 | val_loss: 0.0312905 | Time: 1886.41 ms [2020-11-18 06:49:01 main:574] : INFO : Epoch 558 | loss: 0.0310011 | val_loss: 0.0313141 | Time: 1885.77 ms [2020-11-18 06:49:03 main:574] : INFO : Epoch 559 | loss: 0.031004 | val_loss: 0.0312795 | Time: 1891.71 ms [2020-11-18 06:49:05 main:574] : INFO : Epoch 560 | loss: 0.0310036 | val_loss: 0.0313102 | Time: 1917.31 ms [2020-11-18 06:49:07 main:574] : INFO : Epoch 561 | loss: 0.0310064 | val_loss: 0.0312491 | Time: 1911.35 ms [2020-11-18 06:49:09 main:574] : INFO : Epoch 562 | loss: 0.0310159 | val_loss: 0.0312591 | Time: 1887.12 ms [2020-11-18 06:49:11 main:574] : INFO : Epoch 563 | loss: 0.0310178 | val_loss: 0.0312864 | Time: 1871.41 ms [2020-11-18 06:49:13 main:574] : INFO : Epoch 564 | loss: 0.0310107 | val_loss: 0.0312881 | Time: 1881.76 ms [2020-11-18 06:49:15 main:574] : INFO : Epoch 565 | loss: 0.0309998 | val_loss: 0.0312723 | Time: 1902.95 ms [2020-11-18 06:49:17 main:574] : INFO : Epoch 566 | loss: 0.0309948 | val_loss: 0.0312777 | Time: 1886.81 ms [2020-11-18 06:49:19 main:574] : INFO : Epoch 567 | loss: 0.0310054 | val_loss: 0.0312759 | Time: 1909.03 ms [2020-11-18 06:49:21 main:574] : INFO : Epoch 568 | loss: 0.0310069 | val_loss: 0.0312681 | Time: 1871.96 ms [2020-11-18 06:49:23 main:574] : INFO : Epoch 569 | loss: 0.0310032 | val_loss: 0.031285 | Time: 1904.5 ms [2020-11-18 06:49:25 main:574] : INFO : Epoch 570 | loss: 0.0309982 | val_loss: 0.0312707 | Time: 1951.34 ms [2020-11-18 06:49:27 main:574] : INFO : Epoch 571 | loss: 0.0309959 | val_loss: 0.0313047 | Time: 1888.49 ms [2020-11-18 06:49:29 main:574] : INFO : Epoch 572 | loss: 0.0310082 | val_loss: 0.0312641 | Time: 1938.65 ms [2020-11-18 06:49:31 main:574] : INFO : Epoch 573 | loss: 0.0310089 | val_loss: 0.0312824 | Time: 1891.21 ms [2020-11-18 06:49:33 main:574] : INFO : Epoch 574 | loss: 0.0310119 | val_loss: 0.0312895 | Time: 1902.74 ms [2020-11-18 06:49:35 main:574] : INFO : Epoch 575 | loss: 0.0310094 | val_loss: 0.0312709 | Time: 1883.41 ms [2020-11-18 06:49:37 main:574] : INFO : Epoch 576 | loss: 0.0310057 | val_loss: 0.031284 | Time: 1904.34 ms [2020-11-18 06:49:39 main:574] : INFO : Epoch 577 | loss: 0.0310059 | val_loss: 0.0312628 | Time: 1885.2 ms [2020-11-18 06:49:41 main:574] : INFO : Epoch 578 | loss: 0.0310008 | val_loss: 0.0313056 | Time: 1902.54 ms [2020-11-18 06:49:43 main:574] : INFO : Epoch 579 | loss: 0.0310024 | val_loss: 0.0312732 | Time: 1872.93 ms [2020-11-18 06:49:45 main:574] : INFO : Epoch 580 | loss: 0.031007 | val_loss: 0.0312942 | Time: 1877.91 ms [2020-11-18 06:49:47 main:574] : INFO : Epoch 581 | loss: 0.0310053 | val_loss: 0.0312911 | Time: 1883.1 ms [2020-11-18 06:49:49 main:574] : INFO : Epoch 582 | loss: 0.0310026 | val_loss: 0.0312871 | Time: 1896.44 ms [2020-11-18 06:49:51 main:574] : INFO : Epoch 583 | loss: 0.0310067 | val_loss: 0.0312854 | Time: 1892.76 ms [2020-11-18 06:49:53 main:574] : INFO : Epoch 584 | loss: 0.0310055 | val_loss: 0.0312783 | Time: 1882.4 ms [2020-11-18 06:49:55 main:574] : INFO : Epoch 585 | loss: 0.0310115 | val_loss: 0.0312872 | Time: 1881.78 ms [2020-11-18 06:49:57 main:574] : INFO : Epoch 586 | loss: 0.0310102 | val_loss: 0.0312909 | Time: 1900.86 ms [2020-11-18 06:49:58 main:574] : INFO : Epoch 587 | loss: 0.0310121 | val_loss: 0.0312557 | Time: 1873.08 ms [2020-11-18 06:50:00 main:574] : INFO : Epoch 588 | loss: 0.0310121 | val_loss: 0.0312742 | Time: 1879.75 ms [2020-11-18 06:50:02 main:574] : INFO : Epoch 589 | loss: 0.0310062 | val_loss: 0.0312907 | Time: 1883.45 ms [2020-11-18 06:50:04 main:574] : INFO : Epoch 590 | loss: 0.031006 | val_loss: 0.0312633 | Time: 1873.63 ms [2020-11-18 06:50:06 main:574] : INFO : Epoch 591 | loss: 0.0310146 | val_loss: 0.0312911 | Time: 1901.32 ms [2020-11-18 06:50:08 main:574] : INFO : Epoch 592 | loss: 0.0310042 | val_loss: 0.0312633 | Time: 1898.2 ms [2020-11-18 06:50:10 main:574] : INFO : Epoch 593 | loss: 0.0310051 | val_loss: 0.0313013 | Time: 1892.52 ms [2020-11-18 06:50:12 main:574] : INFO : Epoch 594 | loss: 0.0310019 | val_loss: 0.0312685 | Time: 1898.79 ms [2020-11-18 06:50:14 main:574] : INFO : Epoch 595 | loss: 0.0310146 | val_loss: 0.0312644 | Time: 1898.16 ms [2020-11-18 06:50:16 main:574] : INFO : Epoch 596 | loss: 0.0310098 | val_loss: 0.0313127 | Time: 1894.71 ms [2020-11-18 06:50:18 main:574] : INFO : Epoch 597 | loss: 0.0310083 | val_loss: 0.031267 | Time: 1885.49 ms [2020-11-18 06:50:20 main:574] : INFO : Epoch 598 | loss: 0.0310064 | val_loss: 0.0313013 | Time: 1891.62 ms [2020-11-18 06:50:22 main:574] : INFO : Epoch 599 | loss: 0.0310061 | val_loss: 0.0312983 | Time: 1893.57 ms [2020-11-18 06:50:24 main:574] : INFO : Epoch 600 | loss: 0.0310057 | val_loss: 0.0312942 | Time: 1901.92 ms [2020-11-18 06:50:26 main:574] : INFO : Epoch 601 | loss: 0.0310027 | val_loss: 0.0312717 | Time: 1920.67 ms [2020-11-18 06:50:28 main:574] : INFO : Epoch 602 | loss: 0.0309996 | val_loss: 0.0312735 | Time: 1887.24 ms [2020-11-18 06:50:30 main:574] : INFO : Epoch 603 | loss: 0.0310003 | val_loss: 0.0312827 | Time: 1923.92 ms [2020-11-18 06:50:32 main:574] : INFO : Epoch 604 | loss: 0.0310013 | val_loss: 0.031283 | Time: 1910.85 ms [2020-11-18 06:50:34 main:574] : INFO : Epoch 605 | loss: 0.0310097 | val_loss: 0.0312982 | Time: 1885.81 ms [2020-11-18 06:50:36 main:574] : INFO : Epoch 606 | loss: 0.0310099 | val_loss: 0.0312876 | Time: 1886.33 ms [2020-11-18 06:50:38 main:574] : INFO : Epoch 607 | loss: 0.0310191 | val_loss: 0.0312746 | Time: 1909.6 ms [2020-11-18 06:50:40 main:574] : INFO : Epoch 608 | loss: 0.0310094 | val_loss: 0.0313008 | Time: 1889.97 ms [2020-11-18 06:50:42 main:574] : INFO : Epoch 609 | loss: 0.0310068 | val_loss: 0.0313074 | Time: 1939.88 ms [2020-11-18 06:50:44 main:574] : INFO : Epoch 610 | loss: 0.0310075 | val_loss: 0.0312836 | Time: 1858.69 ms [2020-11-18 06:50:46 main:574] : INFO : Epoch 611 | loss: 0.0310061 | val_loss: 0.031283 | Time: 1868.05 ms [2020-11-18 06:50:48 main:574] : INFO : Epoch 612 | loss: 0.0310127 | val_loss: 0.0313189 | Time: 1882.03 ms [2020-11-18 06:50:49 main:574] : INFO : Epoch 613 | loss: 0.0310167 | val_loss: 0.03131 | Time: 1898.14 ms [2020-11-18 06:50:51 main:574] : INFO : Epoch 614 | loss: 0.0310085 | val_loss: 0.0312693 | Time: 1906.43 ms [2020-11-18 06:50:53 main:574] : INFO : Epoch 615 | loss: 0.0310049 | val_loss: 0.0312821 | Time: 1889.54 ms [2020-11-18 06:50:55 main:574] : INFO : Epoch 616 | loss: 0.0310081 | val_loss: 0.0312828 | Time: 1895.69 ms [2020-11-18 06:50:57 main:574] : INFO : Epoch 617 | loss: 0.0310137 | val_loss: 0.0312817 | Time: 1884.52 ms [2020-11-18 06:50:59 main:574] : INFO : Epoch 618 | loss: 0.031012 | val_loss: 0.0312852 | Time: 1889.17 ms [2020-11-18 06:51:01 main:574] : INFO : Epoch 619 | loss: 0.0310073 | val_loss: 0.0312813 | Time: 1900.54 ms [2020-11-18 06:51:03 main:574] : INFO : Epoch 620 | loss: 0.0310067 | val_loss: 0.0313093 | Time: 1903.46 ms [2020-11-18 06:51:05 main:574] : INFO : Epoch 621 | loss: 0.0310045 | val_loss: 0.0312722 | Time: 1886.72 ms [2020-11-18 06:51:07 main:574] : INFO : Epoch 622 | loss: 0.0310002 | val_loss: 0.0312785 | Time: 1893.87 ms [2020-11-18 06:51:09 main:574] : INFO : Epoch 623 | loss: 0.0309982 | val_loss: 0.0312934 | Time: 1879.82 ms [2020-11-18 06:51:11 main:574] : INFO : Epoch 624 | loss: 0.0309981 | val_loss: 0.0312921 | Time: 1867.8 ms [2020-11-18 06:51:13 main:574] : INFO : Epoch 625 | loss: 0.0310009 | val_loss: 0.0312947 | Time: 1898.01 ms [2020-11-18 06:51:15 main:574] : INFO : Epoch 626 | loss: 0.0310152 | val_loss: 0.0312727 | Time: 1893.1 ms [2020-11-18 06:51:17 main:574] : INFO : Epoch 627 | loss: 0.0310123 | val_loss: 0.0313101 | Time: 1890.88 ms [2020-11-18 06:51:19 main:574] : INFO : Epoch 628 | loss: 0.0310025 | val_loss: 0.0312711 | Time: 1892.28 ms [2020-11-18 06:51:21 main:574] : INFO : Epoch 629 | loss: 0.0309991 | val_loss: 0.0312821 | Time: 1897.12 ms [2020-11-18 06:51:23 main:574] : INFO : Epoch 630 | loss: 0.0310091 | val_loss: 0.031258 | Time: 1910.55 ms [2020-11-18 06:51:25 main:574] : INFO : Epoch 631 | loss: 0.031006 | val_loss: 0.0312935 | Time: 1886.11 ms [2020-11-18 06:51:27 main:574] : INFO : Epoch 632 | loss: 0.0310215 | val_loss: 0.0312683 | Time: 1909.1 ms [2020-11-18 06:51:29 main:574] : INFO : Epoch 633 | loss: 0.0310143 | val_loss: 0.0312677 | Time: 1882.37 ms [2020-11-18 06:51:31 main:574] : INFO : Epoch 634 | loss: 0.0310046 | val_loss: 0.0313178 | Time: 1892.64 ms [2020-11-18 06:51:33 main:574] : INFO : Epoch 635 | loss: 0.0310042 | val_loss: 0.0312939 | Time: 1853.52 ms [2020-11-18 06:51:35 main:574] : INFO : Epoch 636 | loss: 0.0310049 | val_loss: 0.0312693 | Time: 1893.79 ms [2020-11-18 06:51:37 main:574] : INFO : Epoch 637 | loss: 0.0310094 | val_loss: 0.0312987 | Time: 1890.89 ms [2020-11-18 06:51:39 main:574] : INFO : Epoch 638 | loss: 0.0310047 | val_loss: 0.0312819 | Time: 1926.32 ms [2020-11-18 06:51:41 main:574] : INFO : Epoch 639 | loss: 0.0310073 | val_loss: 0.0312787 | Time: 1890.2 ms [2020-11-18 06:51:43 main:574] : INFO : Epoch 640 | loss: 0.0310057 | val_loss: 0.0312794 | Time: 1908.87 ms [2020-11-18 06:51:44 main:574] : INFO : Epoch 641 | loss: 0.0310003 | val_loss: 0.0312723 | Time: 1880.02 ms [2020-11-18 06:51:46 main:574] : INFO : Epoch 642 | loss: 0.0310024 | val_loss: 0.0312826 | Time: 1903.46 ms [2020-11-18 06:51:48 main:574] : INFO : Epoch 643 | loss: 0.0310088 | val_loss: 0.0312922 | Time: 1887.45 ms [2020-11-18 06:51:50 main:574] : INFO : Epoch 644 | loss: 0.0310051 | val_loss: 0.0312894 | Time: 1892.71 ms [2020-11-18 06:51:52 main:574] : INFO : Epoch 645 | loss: 0.0310095 | val_loss: 0.0312841 | Time: 1901.62 ms [2020-11-18 06:51:54 main:574] : INFO : Epoch 646 | loss: 0.0310101 | val_loss: 0.0312807 | Time: 1898.85 ms [2020-11-18 06:51:56 main:574] : INFO : Epoch 647 | loss: 0.0310023 | val_loss: 0.0312796 | Time: 1890.42 ms [2020-11-18 06:51:58 main:574] : INFO : Epoch 648 | loss: 0.0309957 | val_loss: 0.031272 | Time: 1886 ms [2020-11-18 06:52:00 main:574] : INFO : Epoch 649 | loss: 0.0310012 | val_loss: 0.0312929 | Time: 1890.66 ms [2020-11-18 06:52:02 main:574] : INFO : Epoch 650 | loss: 0.0310123 | val_loss: 0.031285 | Time: 1901.77 ms [2020-11-18 06:52:04 main:574] : INFO : Epoch 651 | loss: 0.0310111 | val_loss: 0.031298 | Time: 1903.31 ms [2020-11-18 06:52:06 main:574] : INFO : Epoch 652 | loss: 0.0310084 | val_loss: 0.0312823 | Time: 1882.86 ms [2020-11-18 06:52:08 main:574] : INFO : Epoch 653 | loss: 0.0310047 | val_loss: 0.0312642 | Time: 1892.58 ms [2020-11-18 06:52:10 main:574] : INFO : Epoch 654 | loss: 0.0309958 | val_loss: 0.0312783 | Time: 1876.44 ms [2020-11-18 06:52:12 main:574] : INFO : Epoch 655 | loss: 0.0310006 | val_loss: 0.0313058 | Time: 1893.35 ms [2020-11-18 06:52:14 main:574] : INFO : Epoch 656 | loss: 0.0310049 | val_loss: 0.0312729 | Time: 1865.24 ms [2020-11-18 06:52:16 main:574] : INFO : Epoch 657 | loss: 0.031 | val_loss: 0.0312706 | Time: 1890.38 ms [2020-11-18 06:52:18 main:574] : INFO : Epoch 658 | loss: 0.0309962 | val_loss: 0.0312983 | Time: 1868.43 ms [2020-11-18 06:52:20 main:574] : INFO : Epoch 659 | loss: 0.0310063 | val_loss: 0.031249 | Time: 1858.03 ms [2020-11-18 06:52:22 main:574] : INFO : Epoch 660 | loss: 0.0310102 | val_loss: 0.0312785 | Time: 1911.38 ms [2020-11-18 06:52:24 main:574] : INFO : Epoch 661 | loss: 0.0310036 | val_loss: 0.0312726 | Time: 1907.12 ms [2020-11-18 06:52:26 main:574] : INFO : Epoch 662 | loss: 0.0310145 | val_loss: 0.0313206 | Time: 1878.14 ms [2020-11-18 06:52:28 main:574] : INFO : Epoch 663 | loss: 0.0310097 | val_loss: 0.0312839 | Time: 1892.11 ms [2020-11-18 06:52:30 main:574] : INFO : Epoch 664 | loss: 0.0309989 | val_loss: 0.0312851 | Time: 1890.73 ms [2020-11-18 06:52:32 main:574] : INFO : Epoch 665 | loss: 0.0309954 | val_loss: 0.0313046 | Time: 1906.92 ms [2020-11-18 06:52:34 main:574] : INFO : Epoch 666 | loss: 0.0309967 | val_loss: 0.0312834 | Time: 1895.67 ms [2020-11-18 06:52:36 main:574] : INFO : Epoch 667 | loss: 0.0310013 | val_loss: 0.0312718 | Time: 1887.4 ms [2020-11-18 06:52:38 main:574] : INFO : Epoch 668 | loss: 0.0310028 | val_loss: 0.0312818 | Time: 1880.51 ms [2020-11-18 06:52:40 main:574] : INFO : Epoch 669 | loss: 0.0309922 | val_loss: 0.0313123 | Time: 1910.63 ms [2020-11-18 06:52:42 main:574] : INFO : Epoch 670 | loss: 0.030997 | val_loss: 0.0312858 | Time: 1899.68 ms [2020-11-18 06:52:43 main:574] : INFO : Epoch 671 | loss: 0.0310023 | val_loss: 0.0312688 | Time: 1851.23 ms [2020-11-18 06:52:45 main:574] : INFO : Epoch 672 | loss: 0.0310116 | val_loss: 0.0312654 | Time: 1889.21 ms [2020-11-18 06:52:47 main:574] : INFO : Epoch 673 | loss: 0.0310063 | val_loss: 0.0313006 | Time: 1904.09 ms [2020-11-18 06:52:49 main:574] : INFO : Epoch 674 | loss: 0.0310028 | val_loss: 0.031281 | Time: 1858.71 ms [2020-11-18 06:52:51 main:574] : INFO : Epoch 675 | loss: 0.0310058 | val_loss: 0.0312959 | Time: 1877.85 ms [2020-11-18 06:52:53 main:574] : INFO : Epoch 676 | loss: 0.0310043 | val_loss: 0.0312911 | Time: 1925.4 ms [2020-11-18 06:52:55 main:574] : INFO : Epoch 677 | loss: 0.0310002 | val_loss: 0.0312757 | Time: 1896.77 ms [2020-11-18 06:52:57 main:574] : INFO : Epoch 678 | loss: 0.0309997 | val_loss: 0.0312797 | Time: 1909.58 ms [2020-11-18 06:52:59 main:574] : INFO : Epoch 679 | loss: 0.0309993 | val_loss: 0.0313055 | Time: 1904.48 ms [2020-11-18 06:53:01 main:574] : INFO : Epoch 680 | loss: 0.0310076 | val_loss: 0.0312826 | Time: 1892.8 ms [2020-11-18 06:53:03 main:574] : INFO : Epoch 681 | loss: 0.0310045 | val_loss: 0.0312861 | Time: 1903 ms [2020-11-18 06:53:05 main:574] : INFO : Epoch 682 | loss: 0.0310062 | val_loss: 0.031297 | Time: 1863.11 ms [2020-11-18 06:53:07 main:574] : INFO : Epoch 683 | loss: 0.0310013 | val_loss: 0.031281 | Time: 1894.4 ms [2020-11-18 06:53:09 main:574] : INFO : Epoch 684 | loss: 0.031006 | val_loss: 0.0312827 | Time: 1897.36 ms [2020-11-18 06:53:11 main:574] : INFO : Epoch 685 | loss: 0.0310006 | val_loss: 0.0312854 | Time: 1900.97 ms [2020-11-18 06:53:13 main:574] : INFO : Epoch 686 | loss: 0.0309965 | val_loss: 0.0312802 | Time: 1883.82 ms [2020-11-18 06:53:15 main:574] : INFO : Epoch 687 | loss: 0.0310061 | val_loss: 0.0312977 | Time: 1883.1 ms [2020-11-18 06:53:17 main:574] : INFO : Epoch 688 | loss: 0.0310194 | val_loss: 0.0313086 | Time: 1853.46 ms [2020-11-18 06:53:19 main:574] : INFO : Epoch 689 | loss: 0.0310034 | val_loss: 0.0312797 | Time: 1869.54 ms [2020-11-18 06:53:21 main:574] : INFO : Epoch 690 | loss: 0.0310059 | val_loss: 0.0312723 | Time: 1870.74 ms [2020-11-18 06:53:23 main:574] : INFO : Epoch 691 | loss: 0.0310066 | val_loss: 0.0312847 | Time: 1895.14 ms [2020-11-18 06:53:25 main:574] : INFO : Epoch 692 | loss: 0.0310143 | val_loss: 0.0312887 | Time: 1903.63 ms [2020-11-18 06:53:27 main:574] : INFO : Epoch 693 | loss: 0.0310189 | val_loss: 0.0312701 | Time: 1867.86 ms [2020-11-18 06:53:29 main:574] : INFO : Epoch 694 | loss: 0.0310112 | val_loss: 0.0313134 | Time: 1900.07 ms [2020-11-18 06:53:30 main:574] : INFO : Epoch 695 | loss: 0.0309967 | val_loss: 0.0312757 | Time: 1912.45 ms [2020-11-18 06:53:32 main:574] : INFO : Epoch 696 | loss: 0.0309995 | val_loss: 0.0312969 | Time: 1886.64 ms [2020-11-18 06:53:34 main:574] : INFO : Epoch 697 | loss: 0.0309987 | val_loss: 0.0312818 | Time: 1892.48 ms [2020-11-18 06:53:36 main:574] : INFO : Epoch 698 | loss: 0.0310071 | val_loss: 0.0312798 | Time: 1874.57 ms [2020-11-18 06:53:38 main:574] : INFO : Epoch 699 | loss: 0.031 | val_loss: 0.0313016 | Time: 1902.11 ms [2020-11-18 06:53:40 main:574] : INFO : Epoch 700 | loss: 0.0310011 | val_loss: 0.0312875 | Time: 1913.83 ms [2020-11-18 06:53:42 main:574] : INFO : Epoch 701 | loss: 0.0310071 | val_loss: 0.0312705 | Time: 1898.13 ms [2020-11-18 06:53:44 main:574] : INFO : Epoch 702 | loss: 0.0310056 | val_loss: 0.0312903 | Time: 1911.12 ms [2020-11-18 06:53:46 main:574] : INFO : Epoch 703 | loss: 0.030998 | val_loss: 0.0312752 | Time: 2110.93 ms [2020-11-18 06:53:48 main:574] : INFO : Epoch 704 | loss: 0.0310024 | val_loss: 0.0312681 | Time: 1848.58 ms [2020-11-18 06:53:50 main:574] : INFO : Epoch 705 | loss: 0.0310181 | val_loss: 0.0313075 | Time: 1846.88 ms [2020-11-18 06:53:52 main:574] : INFO : Epoch 706 | loss: 0.0310145 | val_loss: 0.0312769 | Time: 1843.38 ms [2020-11-18 06:53:54 main:574] : INFO : Epoch 707 | loss: 0.0310042 | val_loss: 0.0312735 | Time: 1843.13 ms [2020-11-18 06:53:56 main:574] : INFO : Epoch 708 | loss: 0.0310087 | val_loss: 0.0312902 | Time: 1851.73 ms [2020-11-18 06:53:58 main:574] : INFO : Epoch 709 | loss: 0.0310072 | val_loss: 0.031315 | Time: 1822.11 ms [2020-11-18 06:54:00 main:574] : INFO : Epoch 710 | loss: 0.0310082 | val_loss: 0.0312508 | Time: 1843.73 ms [2020-11-18 06:54:02 main:574] : INFO : Epoch 711 | loss: 0.0310105 | val_loss: 0.0312848 | Time: 1858.85 ms [2020-11-18 06:54:04 main:574] : INFO : Epoch 712 | loss: 0.0310155 | val_loss: 0.0312681 | Time: 1819.31 ms [2020-11-18 06:54:06 main:574] : INFO : Epoch 713 | loss: 0.0310052 | val_loss: 0.0312895 | Time: 1865.76 ms [2020-11-18 06:54:07 main:574] : INFO : Epoch 714 | loss: 0.0309961 | val_loss: 0.031301 | Time: 1816.15 ms [2020-11-18 06:54:09 main:574] : INFO : Epoch 715 | loss: 0.0310004 | val_loss: 0.0312851 | Time: 1841.18 ms [2020-11-18 06:54:11 main:574] : INFO : Epoch 716 | loss: 0.0310003 | val_loss: 0.0312817 | Time: 1861.91 ms [2020-11-18 06:54:13 main:574] : INFO : Epoch 717 | loss: 0.030998 | val_loss: 0.0313125 | Time: 1845.13 ms [2020-11-18 06:54:15 main:574] : INFO : Epoch 718 | loss: 0.0309987 | val_loss: 0.0313059 | Time: 1862.09 ms [2020-11-18 06:54:17 main:574] : INFO : Epoch 719 | loss: 0.0309961 | val_loss: 0.0312957 | Time: 1853.13 ms [2020-11-18 06:54:19 main:574] : INFO : Epoch 720 | loss: 0.0310037 | val_loss: 0.0312768 | Time: 1822.46 ms [2020-11-18 06:54:21 main:574] : INFO : Epoch 721 | loss: 0.031012 | val_loss: 0.031269 | Time: 1831.3 ms [2020-11-18 06:54:23 main:574] : INFO : Epoch 722 | loss: 0.0310074 | val_loss: 0.0313044 | Time: 1828.64 ms [2020-11-18 06:54:25 main:574] : INFO : Epoch 723 | loss: 0.0310028 | val_loss: 0.0312734 | Time: 1867.12 ms [2020-11-18 06:54:27 main:574] : INFO : Epoch 724 | loss: 0.0310004 | val_loss: 0.0312838 | Time: 1843.86 ms [2020-11-18 06:54:29 main:574] : INFO : Epoch 725 | loss: 0.0310011 | val_loss: 0.0312787 | Time: 1814.95 ms [2020-11-18 06:54:30 main:574] : INFO : Epoch 726 | loss: 0.0310107 | val_loss: 0.0313079 | Time: 1884.8 ms [2020-11-18 06:54:32 main:574] : INFO : Epoch 727 | loss: 0.0310014 | val_loss: 0.0312882 | Time: 1841.68 ms [2020-11-18 06:54:34 main:574] : INFO : Epoch 728 | loss: 0.0309959 | val_loss: 0.0313036 | Time: 1841.93 ms [2020-11-18 06:54:36 main:574] : INFO : Epoch 729 | loss: 0.0309986 | val_loss: 0.0312735 | Time: 1872.38 ms [2020-11-18 06:54:38 main:574] : INFO : Epoch 730 | loss: 0.0309978 | val_loss: 0.0312816 | Time: 1848.74 ms [2020-11-18 06:54:40 main:574] : INFO : Epoch 731 | loss: 0.0309992 | val_loss: 0.0312806 | Time: 1842.2 ms [2020-11-18 06:54:42 main:574] : INFO : Epoch 732 | loss: 0.0310058 | val_loss: 0.0312919 | Time: 1842.69 ms [2020-11-18 06:54:44 main:574] : INFO : Epoch 733 | loss: 0.0310145 | val_loss: 0.0312638 | Time: 1839.25 ms [2020-11-18 06:54:46 main:574] : INFO : Epoch 734 | loss: 0.0310045 | val_loss: 0.0312726 | Time: 1853.16 ms [2020-11-18 06:54:48 main:574] : INFO : Epoch 735 | loss: 0.0310201 | val_loss: 0.0312565 | Time: 1834.74 ms [2020-11-18 06:54:50 main:574] : INFO : Epoch 736 | loss: 0.0310101 | val_loss: 0.0312567 | Time: 1835.32 ms [2020-11-18 06:54:51 main:574] : INFO : Epoch 737 | loss: 0.0310066 | val_loss: 0.0312522 | Time: 1848.27 ms [2020-11-18 06:54:53 main:574] : INFO : Epoch 738 | loss: 0.0310016 | val_loss: 0.0312953 | Time: 1837.91 ms [2020-11-18 06:54:55 main:574] : INFO : Epoch 739 | loss: 0.0310041 | val_loss: 0.0312809 | Time: 1869.85 ms [2020-11-18 06:54:57 main:574] : INFO : Epoch 740 | loss: 0.0310038 | val_loss: 0.0312824 | Time: 1819.31 ms [2020-11-18 06:54:59 main:574] : INFO : Epoch 741 | loss: 0.0310091 | val_loss: 0.0312841 | Time: 1831.12 ms [2020-11-18 06:55:01 main:574] : INFO : Epoch 742 | loss: 0.0310047 | val_loss: 0.0313001 | Time: 1884.64 ms [2020-11-18 06:55:03 main:574] : INFO : Epoch 743 | loss: 0.0310108 | val_loss: 0.031275 | Time: 1875.92 ms [2020-11-18 06:55:05 main:574] : INFO : Epoch 744 | loss: 0.0310221 | val_loss: 0.0312833 | Time: 1850.68 ms [2020-11-18 06:55:07 main:574] : INFO : Epoch 745 | loss: 0.0310219 | val_loss: 0.0312913 | Time: 1892.78 ms [2020-11-18 06:55:09 main:574] : INFO : Epoch 746 | loss: 0.0310146 | val_loss: 0.0313172 | Time: 1855.04 ms [2020-11-18 06:55:11 main:574] : INFO : Epoch 747 | loss: 0.0310094 | val_loss: 0.0313075 | Time: 1861.83 ms [2020-11-18 06:55:13 main:574] : INFO : Epoch 748 | loss: 0.0310046 | val_loss: 0.0312852 | Time: 1843.84 ms [2020-11-18 06:55:15 main:574] : INFO : Epoch 749 | loss: 0.0310081 | val_loss: 0.0312584 | Time: 1832.24 ms [2020-11-18 06:55:17 main:574] : INFO : Epoch 750 | loss: 0.0310021 | val_loss: 0.0312884 | Time: 1836.74 ms [2020-11-18 06:55:19 main:574] : INFO : Epoch 751 | loss: 0.0310102 | val_loss: 0.0312816 | Time: 1860.09 ms [2020-11-18 06:55:20 main:574] : INFO : Epoch 752 | loss: 0.0310116 | val_loss: 0.0313011 | Time: 1854.19 ms [2020-11-18 06:55:22 main:574] : INFO : Epoch 753 | loss: 0.0310016 | val_loss: 0.0312922 | Time: 1870.82 ms [2020-11-18 06:55:24 main:574] : INFO : Epoch 754 | loss: 0.0310012 | val_loss: 0.0312832 | Time: 1846.52 ms [2020-11-18 06:55:26 main:574] : INFO : Epoch 755 | loss: 0.0310012 | val_loss: 0.0312789 | Time: 1845.39 ms [2020-11-18 06:55:28 main:574] : INFO : Epoch 756 | loss: 0.0310015 | val_loss: 0.0313063 | Time: 1814.81 ms [2020-11-18 06:55:30 main:574] : INFO : Epoch 757 | loss: 0.0309934 | val_loss: 0.0312816 | Time: 1852.84 ms [2020-11-18 06:55:32 main:574] : INFO : Epoch 758 | loss: 0.0309933 | val_loss: 0.0312977 | Time: 1849.08 ms [2020-11-18 06:55:34 main:574] : INFO : Epoch 759 | loss: 0.0310031 | val_loss: 0.0312917 | Time: 1837.57 ms [2020-11-18 06:55:36 main:574] : INFO : Epoch 760 | loss: 0.0310046 | val_loss: 0.0312981 | Time: 1846.52 ms [2020-11-18 06:55:38 main:574] : INFO : Epoch 761 | loss: 0.0309995 | val_loss: 0.0313061 | Time: 1859.8 ms [2020-11-18 06:55:40 main:574] : INFO : Epoch 762 | loss: 0.0310026 | val_loss: 0.0312849 | Time: 1858.05 ms [2020-11-18 06:55:42 main:574] : INFO : Epoch 763 | loss: 0.0310074 | val_loss: 0.0312588 | Time: 1834.45 ms [2020-11-18 06:55:43 main:574] : INFO : Epoch 764 | loss: 0.0310053 | val_loss: 0.0312908 | Time: 1834.73 ms [2020-11-18 06:55:45 main:574] : INFO : Epoch 765 | loss: 0.0309979 | val_loss: 0.0312815 | Time: 1832.18 ms [2020-11-18 06:55:47 main:574] : INFO : Epoch 766 | loss: 0.0309992 | val_loss: 0.0312702 | Time: 1846.07 ms [2020-11-18 06:55:49 main:574] : INFO : Epoch 767 | loss: 0.030997 | val_loss: 0.031283 | Time: 1861.99 ms [2020-11-18 06:55:51 main:574] : INFO : Epoch 768 | loss: 0.0309995 | val_loss: 0.0313148 | Time: 1874.67 ms [2020-11-18 06:55:53 main:574] : INFO : Epoch 769 | loss: 0.0310055 | val_loss: 0.0312735 | Time: 1839.74 ms [2020-11-18 06:55:55 main:574] : INFO : Epoch 770 | loss: 0.0310085 | val_loss: 0.031323 | Time: 1837.75 ms [2020-11-18 06:55:57 main:574] : INFO : Epoch 771 | loss: 0.0309951 | val_loss: 0.0312932 | Time: 1830.41 ms [2020-11-18 06:55:59 main:574] : INFO : Epoch 772 | loss: 0.0309977 | val_loss: 0.0312858 | Time: 1847.94 ms [2020-11-18 06:56:01 main:574] : INFO : Epoch 773 | loss: 0.0309956 | val_loss: 0.0312893 | Time: 1863.86 ms [2020-11-18 06:56:03 main:574] : INFO : Epoch 774 | loss: 0.0309961 | val_loss: 0.0312807 | Time: 1838.95 ms [2020-11-18 06:56:05 main:574] : INFO : Epoch 775 | loss: 0.0310028 | val_loss: 0.0312986 | Time: 1852.9 ms [2020-11-18 06:56:07 main:574] : INFO : Epoch 776 | loss: 0.0309993 | val_loss: 0.0312843 | Time: 1858.49 ms [2020-11-18 06:56:08 main:574] : INFO : Epoch 777 | loss: 0.031 | val_loss: 0.0312901 | Time: 1870.03 ms [2020-11-18 06:56:10 main:574] : INFO : Epoch 778 | loss: 0.0310041 | val_loss: 0.0312585 | Time: 1849.72 ms [2020-11-18 06:56:12 main:574] : INFO : Epoch 779 | loss: 0.0310067 | val_loss: 0.0312997 | Time: 1827.67 ms [2020-11-18 06:56:14 main:574] : INFO : Epoch 780 | loss: 0.0310075 | val_loss: 0.0312679 | Time: 1846.1 ms [2020-11-18 06:56:16 main:574] : INFO : Epoch 781 | loss: 0.0309982 | val_loss: 0.031293 | Time: 1843.13 ms [2020-11-18 06:56:18 main:574] : INFO : Epoch 782 | loss: 0.030995 | val_loss: 0.031302 | Time: 1849.34 ms [2020-11-18 06:56:20 main:574] : INFO : Epoch 783 | loss: 0.0310009 | val_loss: 0.031278 | Time: 1830.24 ms [2020-11-18 06:56:22 main:574] : INFO : Epoch 784 | loss: 0.0310007 | val_loss: 0.0312817 | Time: 1825.03 ms [2020-11-18 06:56:24 main:574] : INFO : Epoch 785 | loss: 0.0310011 | val_loss: 0.0312804 | Time: 1866.28 ms [2020-11-18 06:56:26 main:574] : INFO : Epoch 786 | loss: 0.0310036 | val_loss: 0.0312973 | Time: 1838.3 ms [2020-11-18 06:56:28 main:574] : INFO : Epoch 787 | loss: 0.0309973 | val_loss: 0.0312973 | Time: 1831.06 ms [2020-11-18 06:56:29 main:574] : INFO : Epoch 788 | loss: 0.030996 | val_loss: 0.0313024 | Time: 1843.94 ms [2020-11-18 06:56:31 main:574] : INFO : Epoch 789 | loss: 0.0309961 | val_loss: 0.031319 | Time: 1820.92 ms [2020-11-18 06:56:33 main:574] : INFO : Epoch 790 | loss: 0.0309977 | val_loss: 0.0312861 | Time: 1869.25 ms [2020-11-18 06:56:35 main:574] : INFO : Epoch 791 | loss: 0.0309969 | val_loss: 0.0312796 | Time: 1853.12 ms [2020-11-18 06:56:37 main:574] : INFO : Epoch 792 | loss: 0.0309977 | val_loss: 0.0312898 | Time: 1841.44 ms [2020-11-18 06:56:39 main:574] : INFO : Epoch 793 | loss: 0.0310027 | val_loss: 0.031295 | Time: 1845.36 ms [2020-11-18 06:56:41 main:574] : INFO : Epoch 794 | loss: 0.0310024 | val_loss: 0.0313185 | Time: 1867.79 ms [2020-11-18 06:56:43 main:574] : INFO : Epoch 795 | loss: 0.030999 | val_loss: 0.0312893 | Time: 1830.96 ms [2020-11-18 06:56:45 main:574] : INFO : Epoch 796 | loss: 0.0310052 | val_loss: 0.0312878 | Time: 1866.57 ms [2020-11-18 06:56:47 main:574] : INFO : Epoch 797 | loss: 0.0309922 | val_loss: 0.0312968 | Time: 1821.47 ms [2020-11-18 06:56:49 main:574] : INFO : Epoch 798 | loss: 0.0309933 | val_loss: 0.0312994 | Time: 1828.82 ms [2020-11-18 06:56:51 main:574] : INFO : Epoch 799 | loss: 0.0310001 | val_loss: 0.0312796 | Time: 1819.54 ms [2020-11-18 06:56:52 main:574] : INFO : Epoch 800 | loss: 0.0309952 | val_loss: 0.031274 | Time: 1823.46 ms [2020-11-18 06:56:54 main:574] : INFO : Epoch 801 | loss: 0.0309973 | val_loss: 0.0312853 | Time: 1827.31 ms [2020-11-18 06:56:56 main:574] : INFO : Epoch 802 | loss: 0.0310046 | val_loss: 0.0312892 | Time: 1881.72 ms [2020-11-18 06:56:58 main:574] : INFO : Epoch 803 | loss: 0.0310032 | val_loss: 0.0312741 | Time: 1847.34 ms [2020-11-18 06:57:00 main:574] : INFO : Epoch 804 | loss: 0.0310024 | val_loss: 0.0312892 | Time: 1854.85 ms [2020-11-18 06:57:02 main:574] : INFO : Epoch 805 | loss: 0.0309989 | val_loss: 0.0313087 | Time: 1874.82 ms [2020-11-18 06:57:04 main:574] : INFO : Epoch 806 | loss: 0.0309993 | val_loss: 0.0312763 | Time: 1863.84 ms [2020-11-18 06:57:06 main:574] : INFO : Epoch 807 | loss: 0.030994 | val_loss: 0.0313 | Time: 1848.94 ms [2020-11-18 06:57:08 main:574] : INFO : Epoch 808 | loss: 0.031003 | val_loss: 0.03127 | Time: 1864.49 ms [2020-11-18 06:57:10 main:574] : INFO : Epoch 809 | loss: 0.030998 | val_loss: 0.0312964 | Time: 1853.54 ms [2020-11-18 06:57:12 main:574] : INFO : Epoch 810 | loss: 0.0310018 | val_loss: 0.0312972 | Time: 1840.23 ms [2020-11-18 06:57:14 main:574] : INFO : Epoch 811 | loss: 0.0310062 | val_loss: 0.0312927 | Time: 1864 ms [2020-11-18 06:57:15 main:574] : INFO : Epoch 812 | loss: 0.0310058 | val_loss: 0.0312812 | Time: 1828.69 ms [2020-11-18 06:57:17 main:574] : INFO : Epoch 813 | loss: 0.0310047 | val_loss: 0.0312664 | Time: 1857.13 ms [2020-11-18 06:57:19 main:574] : INFO : Epoch 814 | loss: 0.0310016 | val_loss: 0.0312944 | Time: 1834.76 ms [2020-11-18 06:57:21 main:574] : INFO : Epoch 815 | loss: 0.0309948 | val_loss: 0.0312973 | Time: 1869.28 ms [2020-11-18 06:57:23 main:574] : INFO : Epoch 816 | loss: 0.031003 | val_loss: 0.0312912 | Time: 1848.72 ms [2020-11-18 06:57:25 main:574] : INFO : Epoch 817 | loss: 0.0310057 | val_loss: 0.0313053 | Time: 1833.35 ms [2020-11-18 06:57:27 main:574] : INFO : Epoch 818 | loss: 0.0310046 | val_loss: 0.0313097 | Time: 1832.59 ms [2020-11-18 06:57:29 main:574] : INFO : Epoch 819 | loss: 0.0310036 | val_loss: 0.0312863 | Time: 1842.76 ms [2020-11-18 06:57:31 main:574] : INFO : Epoch 820 | loss: 0.0310059 | val_loss: 0.0313011 | Time: 1833.52 ms [2020-11-18 06:57:33 main:574] : INFO : Epoch 821 | loss: 0.0310108 | val_loss: 0.0312938 | Time: 1847.89 ms [2020-11-18 06:57:35 main:574] : INFO : Epoch 822 | loss: 0.0310042 | val_loss: 0.0312876 | Time: 1846.17 ms [2020-11-18 06:57:37 main:574] : INFO : Epoch 823 | loss: 0.0310012 | val_loss: 0.0312753 | Time: 1856.58 ms [2020-11-18 06:57:38 main:574] : INFO : Epoch 824 | loss: 0.0310002 | val_loss: 0.0312945 | Time: 1839.11 ms [2020-11-18 06:57:40 main:574] : INFO : Epoch 825 | loss: 0.0309999 | val_loss: 0.0312843 | Time: 1884.48 ms [2020-11-18 06:57:42 main:574] : INFO : Epoch 826 | loss: 0.0310007 | val_loss: 0.0312668 | Time: 1879.03 ms [2020-11-18 06:57:44 main:574] : INFO : Epoch 827 | loss: 0.0310043 | val_loss: 0.0313005 | Time: 1874.92 ms [2020-11-18 06:57:46 main:574] : INFO : Epoch 828 | loss: 0.0310015 | val_loss: 0.0312855 | Time: 1870.59 ms [2020-11-18 06:57:48 main:574] : INFO : Epoch 829 | loss: 0.0309951 | val_loss: 0.0312922 | Time: 1821.83 ms [2020-11-18 06:57:50 main:574] : INFO : Epoch 830 | loss: 0.0309979 | val_loss: 0.0312846 | Time: 1872.68 ms [2020-11-18 06:57:52 main:574] : INFO : Epoch 831 | loss: 0.0310045 | val_loss: 0.0312735 | Time: 1827.43 ms [2020-11-18 06:57:54 main:574] : INFO : Epoch 832 | loss: 0.0310018 | val_loss: 0.0312811 | Time: 1829.68 ms [2020-11-18 06:57:56 main:574] : INFO : Epoch 833 | loss: 0.0310022 | val_loss: 0.0312816 | Time: 1855.34 ms [2020-11-18 06:57:58 main:574] : INFO : Epoch 834 | loss: 0.0310011 | val_loss: 0.031287 | Time: 1819.69 ms [2020-11-18 06:58:00 main:574] : INFO : Epoch 835 | loss: 0.0310114 | val_loss: 0.0312856 | Time: 1835.81 ms [2020-11-18 06:58:02 main:574] : INFO : Epoch 836 | loss: 0.0310078 | val_loss: 0.0312879 | Time: 1825.49 ms [2020-11-18 06:58:04 main:574] : INFO : Epoch 837 | loss: 0.0310085 | val_loss: 0.0312737 | Time: 1868.35 ms [2020-11-18 06:58:06 main:574] : INFO : Epoch 838 | loss: 0.0310068 | val_loss: 0.0312921 | Time: 1858.04 ms [2020-11-18 06:58:07 main:574] : INFO : Epoch 839 | loss: 0.0310036 | val_loss: 0.0312919 | Time: 1855.93 ms [2020-11-18 06:58:09 main:574] : INFO : Epoch 840 | loss: 0.0310061 | val_loss: 0.0312913 | Time: 1831.79 ms [2020-11-18 06:58:11 main:574] : INFO : Epoch 841 | loss: 0.0309992 | val_loss: 0.0312848 | Time: 1853.95 ms [2020-11-18 06:58:13 main:574] : INFO : Epoch 842 | loss: 0.0310028 | val_loss: 0.0312782 | Time: 1859.01 ms [2020-11-18 06:58:15 main:574] : INFO : Epoch 843 | loss: 0.0309994 | val_loss: 0.0312764 | Time: 1851.19 ms [2020-11-18 06:58:17 main:574] : INFO : Epoch 844 | loss: 0.0310036 | val_loss: 0.0312625 | Time: 1827.64 ms [2020-11-18 06:58:19 main:574] : INFO : Epoch 845 | loss: 0.0310134 | val_loss: 0.0312824 | Time: 1816.76 ms [2020-11-18 06:58:21 main:574] : INFO : Epoch 846 | loss: 0.0310069 | val_loss: 0.0313065 | Time: 1827.4 ms [2020-11-18 06:58:23 main:574] : INFO : Epoch 847 | loss: 0.0310013 | val_loss: 0.0313091 | Time: 1830.83 ms [2020-11-18 06:58:25 main:574] : INFO : Epoch 848 | loss: 0.0310005 | val_loss: 0.031281 | Time: 1843.58 ms [2020-11-18 06:58:27 main:574] : INFO : Epoch 849 | loss: 0.0310011 | val_loss: 0.0312952 | Time: 1831.96 ms [2020-11-18 06:58:28 main:574] : INFO : Epoch 850 | loss: 0.030997 | val_loss: 0.0312712 | Time: 1826.15 ms [2020-11-18 06:58:30 main:574] : INFO : Epoch 851 | loss: 0.0309969 | val_loss: 0.031326 | Time: 1852.16 ms [2020-11-18 06:58:32 main:574] : INFO : Epoch 852 | loss: 0.0309933 | val_loss: 0.0313234 | Time: 1853 ms [2020-11-18 06:58:34 main:574] : INFO : Epoch 853 | loss: 0.0310018 | val_loss: 0.0312982 | Time: 1854.99 ms [2020-11-18 06:58:36 main:574] : INFO : Epoch 854 | loss: 0.031004 | val_loss: 0.0312908 | Time: 1846.23 ms [2020-11-18 06:58:38 main:574] : INFO : Epoch 855 | loss: 0.0309962 | val_loss: 0.0312908 | Time: 1826.34 ms [2020-11-18 06:58:40 main:574] : INFO : Epoch 856 | loss: 0.0309978 | val_loss: 0.0312991 | Time: 1811.57 ms [2020-11-18 06:58:42 main:574] : INFO : Epoch 857 | loss: 0.0309933 | val_loss: 0.0312864 | Time: 1817.71 ms [2020-11-18 06:58:44 main:574] : INFO : Epoch 858 | loss: 0.0309993 | val_loss: 0.0313307 | Time: 1855.89 ms [2020-11-18 06:58:46 main:574] : INFO : Epoch 859 | loss: 0.0310077 | val_loss: 0.0312967 | Time: 1843.37 ms [2020-11-18 06:58:48 main:574] : INFO : Epoch 860 | loss: 0.0310042 | val_loss: 0.0312872 | Time: 1848.77 ms [2020-11-18 06:58:50 main:574] : INFO : Epoch 861 | loss: 0.0310008 | val_loss: 0.0312782 | Time: 1854.02 ms [2020-11-18 06:58:51 main:574] : INFO : Epoch 862 | loss: 0.030999 | val_loss: 0.0312992 | Time: 1840.05 ms [2020-11-18 06:58:53 main:574] : INFO : Epoch 863 | loss: 0.0309972 | val_loss: 0.0313038 | Time: 1847.68 ms [2020-11-18 06:58:55 main:574] : INFO : Epoch 864 | loss: 0.0309999 | val_loss: 0.0312636 | Time: 1847.35 ms [2020-11-18 06:58:57 main:574] : INFO : Epoch 865 | loss: 0.0310028 | val_loss: 0.0312975 | Time: 1858.04 ms [2020-11-18 06:58:59 main:574] : INFO : Epoch 866 | loss: 0.0310032 | val_loss: 0.0312819 | Time: 1830.42 ms [2020-11-18 06:59:01 main:574] : INFO : Epoch 867 | loss: 0.0310041 | val_loss: 0.0312801 | Time: 1830.42 ms [2020-11-18 06:59:03 main:574] : INFO : Epoch 868 | loss: 0.0310018 | val_loss: 0.0313107 | Time: 1835.6 ms [2020-11-18 06:59:05 main:574] : INFO : Epoch 869 | loss: 0.0310074 | val_loss: 0.0312956 | Time: 1815.1 ms [2020-11-18 06:59:07 main:574] : INFO : Epoch 870 | loss: 0.0310109 | val_loss: 0.0312589 | Time: 1861.05 ms [2020-11-18 06:59:09 main:574] : INFO : Epoch 871 | loss: 0.0310101 | val_loss: 0.0313117 | Time: 1863.16 ms [2020-11-18 06:59:11 main:574] : INFO : Epoch 872 | loss: 0.0310036 | val_loss: 0.0312754 | Time: 1860.74 ms [2020-11-18 06:59:12 main:574] : INFO : Epoch 873 | loss: 0.030998 | val_loss: 0.0312828 | Time: 1822.21 ms [2020-11-18 06:59:14 main:574] : INFO : Epoch 874 | loss: 0.0310004 | val_loss: 0.0313043 | Time: 1795.58 ms [2020-11-18 06:59:16 main:574] : INFO : Epoch 875 | loss: 0.0309982 | val_loss: 0.0312812 | Time: 1848.48 ms [2020-11-18 06:59:18 main:574] : INFO : Epoch 876 | loss: 0.0309973 | val_loss: 0.0312822 | Time: 1825.27 ms [2020-11-18 06:59:20 main:574] : INFO : Epoch 877 | loss: 0.0310025 | val_loss: 0.0312681 | Time: 1849.54 ms [2020-11-18 06:59:22 main:574] : INFO : Epoch 878 | loss: 0.0310094 | val_loss: 0.0312752 | Time: 1814.57 ms [2020-11-18 06:59:24 main:574] : INFO : Epoch 879 | loss: 0.0310094 | val_loss: 0.0313004 | Time: 1824.51 ms [2020-11-18 06:59:26 main:574] : INFO : Epoch 880 | loss: 0.0310098 | val_loss: 0.031337 | Time: 1817.67 ms [2020-11-18 06:59:28 main:574] : INFO : Epoch 881 | loss: 0.0310028 | val_loss: 0.0312755 | Time: 1823.5 ms [2020-11-18 06:59:30 main:574] : INFO : Epoch 882 | loss: 0.0309962 | val_loss: 0.0313014 | Time: 1802.84 ms [2020-11-18 06:59:31 main:574] : INFO : Epoch 883 | loss: 0.0309949 | val_loss: 0.0312689 | Time: 1828.39 ms [2020-11-18 06:59:33 main:574] : INFO : Epoch 884 | loss: 0.0309983 | val_loss: 0.0312922 | Time: 1836.14 ms [2020-11-18 06:59:35 main:574] : INFO : Epoch 885 | loss: 0.0309954 | val_loss: 0.0313112 | Time: 1845.78 ms [2020-11-18 06:59:37 main:574] : INFO : Epoch 886 | loss: 0.0309952 | val_loss: 0.0312913 | Time: 1827.76 ms [2020-11-18 06:59:39 main:574] : INFO : Epoch 887 | loss: 0.0310004 | val_loss: 0.0312977 | Time: 1846.87 ms [2020-11-18 06:59:41 main:574] : INFO : Epoch 888 | loss: 0.0310014 | val_loss: 0.0313067 | Time: 1845.65 ms [2020-11-18 06:59:43 main:574] : INFO : Epoch 889 | loss: 0.031003 | val_loss: 0.0312906 | Time: 1827.57 ms [2020-11-18 06:59:45 main:574] : INFO : Epoch 890 | loss: 0.031001 | val_loss: 0.0312643 | Time: 1845.36 ms [2020-11-18 06:59:47 main:574] : INFO : Epoch 891 | loss: 0.0309976 | val_loss: 0.0312985 | Time: 1874.28 ms [2020-11-18 06:59:49 main:574] : INFO : Epoch 892 | loss: 0.0310016 | val_loss: 0.0312817 | Time: 1854.02 ms [2020-11-18 06:59:51 main:574] : INFO : Epoch 893 | loss: 0.0310065 | val_loss: 0.031285 | Time: 1874.07 ms [2020-11-18 06:59:53 main:574] : INFO : Epoch 894 | loss: 0.0309968 | val_loss: 0.0312868 | Time: 1891.74 ms [2020-11-18 06:59:55 main:574] : INFO : Epoch 895 | loss: 0.030999 | val_loss: 0.0313111 | Time: 1852.95 ms [2020-11-18 06:59:57 main:574] : INFO : Epoch 896 | loss: 0.030997 | val_loss: 0.031315 | Time: 1832.06 ms [2020-11-18 06:59:59 main:574] : INFO : Epoch 897 | loss: 0.0310024 | val_loss: 0.0312915 | Time: 1850.04 ms [2020-11-18 07:00:00 main:574] : INFO : Epoch 898 | loss: 0.0310002 | val_loss: 0.0312891 | Time: 1844.66 ms [2020-11-18 07:00:02 main:574] : INFO : Epoch 899 | loss: 0.0310023 | val_loss: 0.0312889 | Time: 1827.91 ms [2020-11-18 07:00:04 main:574] : INFO : Epoch 900 | loss: 0.0309985 | val_loss: 0.0312887 | Time: 1832.79 ms [2020-11-18 07:00:06 main:574] : INFO : Epoch 901 | loss: 0.0309961 | val_loss: 0.0312813 | Time: 1859.19 ms [2020-11-18 07:00:08 main:574] : INFO : Epoch 902 | loss: 0.0310039 | val_loss: 0.031291 | Time: 1847.28 ms [2020-11-18 07:00:10 main:574] : INFO : Epoch 903 | loss: 0.0309993 | val_loss: 0.0312647 | Time: 1823.07 ms [2020-11-18 07:00:12 main:574] : INFO : Epoch 904 | loss: 0.030997 | val_loss: 0.0312792 | Time: 1822.91 ms [2020-11-18 07:00:14 main:574] : INFO : Epoch 905 | loss: 0.0309979 | val_loss: 0.0312819 | Time: 1838.43 ms [2020-11-18 07:00:16 main:574] : INFO : Epoch 906 | loss: 0.0309972 | val_loss: 0.0313024 | Time: 1863.35 ms [2020-11-18 07:00:18 main:574] : INFO : Epoch 907 | loss: 0.0309972 | val_loss: 0.0313065 | Time: 1855.08 ms [2020-11-18 07:00:20 main:574] : INFO : Epoch 908 | loss: 0.0310038 | val_loss: 0.031258 | Time: 1862.97 ms [2020-11-18 07:00:22 main:574] : INFO : Epoch 909 | loss: 0.031009 | val_loss: 0.0312722 | Time: 1859.46 ms [2020-11-18 07:00:23 main:574] : INFO : Epoch 910 | loss: 0.0310103 | val_loss: 0.031271 | Time: 1818.41 ms [2020-11-18 07:00:25 main:574] : INFO : Epoch 911 | loss: 0.0309998 | val_loss: 0.0312846 | Time: 1839.7 ms [2020-11-18 07:00:27 main:574] : INFO : Epoch 912 | loss: 0.0310022 | val_loss: 0.0313081 | Time: 1843.96 ms [2020-11-18 07:00:29 main:574] : INFO : Epoch 913 | loss: 0.0310002 | val_loss: 0.0312909 | Time: 1868.64 ms [2020-11-18 07:00:31 main:574] : INFO : Epoch 914 | loss: 0.0309972 | val_loss: 0.0312686 | Time: 1837.57 ms [2020-11-18 07:00:33 main:574] : INFO : Epoch 915 | loss: 0.0309962 | val_loss: 0.0313138 | Time: 1837.48 ms [2020-11-18 07:00:35 main:574] : INFO : Epoch 916 | loss: 0.030998 | val_loss: 0.0312897 | Time: 1850.23 ms [2020-11-18 07:00:37 main:574] : INFO : Epoch 917 | loss: 0.0309903 | val_loss: 0.0312921 | Time: 1856.87 ms [2020-11-18 07:00:39 main:574] : INFO : Epoch 918 | loss: 0.0309998 | val_loss: 0.0312975 | Time: 1848.05 ms [2020-11-18 07:00:41 main:574] : INFO : Epoch 919 | loss: 0.0310088 | val_loss: 0.0312967 | Time: 1840.16 ms [2020-11-18 07:00:43 main:574] : INFO : Epoch 920 | loss: 0.0310074 | val_loss: 0.0312962 | Time: 1815.97 ms [2020-11-18 07:00:45 main:574] : INFO : Epoch 921 | loss: 0.0310027 | val_loss: 0.0312701 | Time: 1835.6 ms [2020-11-18 07:00:46 main:574] : INFO : Epoch 922 | loss: 0.0309969 | val_loss: 0.0313071 | Time: 1845.5 ms [2020-11-18 07:00:48 main:574] : INFO : Epoch 923 | loss: 0.030998 | val_loss: 0.0312779 | Time: 1875.56 ms [2020-11-18 07:00:50 main:574] : INFO : Epoch 924 | loss: 0.0309953 | val_loss: 0.0312791 | Time: 1846.17 ms [2020-11-18 07:00:52 main:574] : INFO : Epoch 925 | loss: 0.0309976 | val_loss: 0.0313089 | Time: 1851.75 ms [2020-11-18 07:00:54 main:574] : INFO : Epoch 926 | loss: 0.0309985 | val_loss: 0.0313101 | Time: 1858.78 ms [2020-11-18 07:00:56 main:574] : INFO : Epoch 927 | loss: 0.0309993 | val_loss: 0.0313096 | Time: 1856.53 ms [2020-11-18 07:00:58 main:574] : INFO : Epoch 928 | loss: 0.0310008 | val_loss: 0.0313052 | Time: 1845.47 ms [2020-11-18 07:01:00 main:574] : INFO : Epoch 929 | loss: 0.0309976 | val_loss: 0.031285 | Time: 1856.28 ms [2020-11-18 07:01:02 main:574] : INFO : Epoch 930 | loss: 0.0309966 | val_loss: 0.0312687 | Time: 1843.65 ms [2020-11-18 07:01:04 main:574] : INFO : Epoch 931 | loss: 0.0309994 | val_loss: 0.031304 | Time: 1868.74 ms [2020-11-18 07:01:06 main:574] : INFO : Epoch 932 | loss: 0.0310114 | val_loss: 0.0312912 | Time: 1838.17 ms [2020-11-18 07:01:08 main:574] : INFO : Epoch 933 | loss: 0.03101 | val_loss: 0.0312803 | Time: 1839.78 ms [2020-11-18 07:01:10 main:574] : INFO : Epoch 934 | loss: 0.0310006 | val_loss: 0.0312654 | Time: 1838.2 ms [2020-11-18 07:01:12 main:574] : INFO : Epoch 935 | loss: 0.0310018 | val_loss: 0.0312955 | Time: 1830.81 ms [2020-11-18 07:01:13 main:574] : INFO : Epoch 936 | loss: 0.0310044 | val_loss: 0.0312953 | Time: 1842.98 ms [2020-11-18 07:01:15 main:574] : INFO : Epoch 937 | loss: 0.0310008 | val_loss: 0.0312902 | Time: 1860.01 ms [2020-11-18 07:01:17 main:574] : INFO : Epoch 938 | loss: 0.0310036 | val_loss: 0.0312686 | Time: 1829 ms [2020-11-18 07:01:19 main:574] : INFO : Epoch 939 | loss: 0.0310061 | val_loss: 0.0312904 | Time: 1828.67 ms [2020-11-18 07:01:21 main:574] : INFO : Epoch 940 | loss: 0.031005 | val_loss: 0.0312758 | Time: 1834.96 ms [2020-11-18 07:01:23 main:574] : INFO : Epoch 941 | loss: 0.0310024 | val_loss: 0.0312786 | Time: 1840.01 ms [2020-11-18 07:01:25 main:574] : INFO : Epoch 942 | loss: 0.0309985 | val_loss: 0.0313 | Time: 1840.43 ms [2020-11-18 07:01:27 main:574] : INFO : Epoch 943 | loss: 0.0310028 | val_loss: 0.0313011 | Time: 1847.66 ms [2020-11-18 07:01:29 main:574] : INFO : Epoch 944 | loss: 0.0309971 | val_loss: 0.0312724 | Time: 1863.99 ms [2020-11-18 07:01:31 main:574] : INFO : Epoch 945 | loss: 0.0309992 | val_loss: 0.0313058 | Time: 1842.53 ms [2020-11-18 07:01:33 main:574] : INFO : Epoch 946 | loss: 0.0309967 | val_loss: 0.0312715 | Time: 1820.82 ms [2020-11-18 07:01:34 main:574] : INFO : Epoch 947 | loss: 0.0310059 | val_loss: 0.0312941 | Time: 1834.76 ms [2020-11-18 07:01:36 main:574] : INFO : Epoch 948 | loss: 0.0310046 | val_loss: 0.0313106 | Time: 1842.87 ms [2020-11-18 07:01:38 main:574] : INFO : Epoch 949 | loss: 0.0309995 | val_loss: 0.031275 | Time: 1839.91 ms [2020-11-18 07:01:40 main:574] : INFO : Epoch 950 | loss: 0.0310046 | val_loss: 0.0312896 | Time: 1829.67 ms [2020-11-18 07:01:42 main:574] : INFO : Epoch 951 | loss: 0.0309994 | val_loss: 0.0312991 | Time: 1846.67 ms [2020-11-18 07:01:44 main:574] : INFO : Epoch 952 | loss: 0.0310046 | val_loss: 0.031268 | Time: 1841.62 ms [2020-11-18 07:01:46 main:574] : INFO : Epoch 953 | loss: 0.0310011 | val_loss: 0.0313249 | Time: 1853.6 ms [2020-11-18 07:01:48 main:574] : INFO : Epoch 954 | loss: 0.0310054 | val_loss: 0.0312868 | Time: 1855.86 ms [2020-11-18 07:01:50 main:574] : INFO : Epoch 955 | loss: 0.0309976 | val_loss: 0.0312836 | Time: 1858.35 ms [2020-11-18 07:01:52 main:574] : INFO : Epoch 956 | loss: 0.0310168 | val_loss: 0.0313161 | Time: 1829.41 ms [2020-11-18 07:01:54 main:574] : INFO : Epoch 957 | loss: 0.0310084 | val_loss: 0.0312956 | Time: 1851.43 ms [2020-11-18 07:01:56 main:574] : INFO : Epoch 958 | loss: 0.0309962 | val_loss: 0.0312754 | Time: 1844.46 ms [2020-11-18 07:01:57 main:574] : INFO : Epoch 959 | loss: 0.030991 | val_loss: 0.0312957 | Time: 1835.54 ms [2020-11-18 07:01:59 main:574] : INFO : Epoch 960 | loss: 0.0309961 | val_loss: 0.0313017 | Time: 1859.5 ms [2020-11-18 07:02:01 main:574] : INFO : Epoch 961 | loss: 0.0309945 | val_loss: 0.0312784 | Time: 1843.66 ms [2020-11-18 07:02:03 main:574] : INFO : Epoch 962 | loss: 0.0309999 | val_loss: 0.0313004 | Time: 1835.03 ms [2020-11-18 07:02:05 main:574] : INFO : Epoch 963 | loss: 0.0310082 | val_loss: 0.0312731 | Time: 1830.93 ms [2020-11-18 07:02:07 main:574] : INFO : Epoch 964 | loss: 0.0310055 | val_loss: 0.031286 | Time: 1828.65 ms [2020-11-18 07:02:09 main:574] : INFO : Epoch 965 | loss: 0.0310049 | val_loss: 0.0313064 | Time: 1845.93 ms [2020-11-18 07:02:11 main:574] : INFO : Epoch 966 | loss: 0.031005 | val_loss: 0.0312919 | Time: 1834.39 ms [2020-11-18 07:02:13 main:574] : INFO : Epoch 967 | loss: 0.0309983 | val_loss: 0.0312966 | Time: 1884.38 ms [2020-11-18 07:02:15 main:574] : INFO : Epoch 968 | loss: 0.0310015 | val_loss: 0.0313041 | Time: 1857 ms [2020-11-18 07:02:17 main:574] : INFO : Epoch 969 | loss: 0.0309937 | val_loss: 0.0312789 | Time: 1824.34 ms [2020-11-18 07:02:19 main:574] : INFO : Epoch 970 | loss: 0.0309946 | val_loss: 0.0313012 | Time: 1838.1 ms [2020-11-18 07:02:21 main:574] : INFO : Epoch 971 | loss: 0.0310045 | val_loss: 0.0312651 | Time: 1886.7 ms [2020-11-18 07:02:22 main:574] : INFO : Epoch 972 | loss: 0.0310102 | val_loss: 0.0312975 | Time: 1866.18 ms [2020-11-18 07:02:24 main:574] : INFO : Epoch 973 | loss: 0.0310056 | val_loss: 0.0312699 | Time: 1830.92 ms [2020-11-18 07:02:26 main:574] : INFO : Epoch 974 | loss: 0.0310726 | val_loss: 0.0312319 | Time: 1859.67 ms [2020-11-18 07:02:28 main:574] : INFO : Epoch 975 | loss: 0.031113 | val_loss: 0.0312293 | Time: 1838.45 ms [2020-11-18 07:02:30 main:574] : INFO : Epoch 976 | loss: 0.0310704 | val_loss: 0.0312482 | Time: 1832.04 ms [2020-11-18 07:02:32 main:574] : INFO : Epoch 977 | loss: 0.0310346 | val_loss: 0.0312605 | Time: 1856.23 ms [2020-11-18 07:02:34 main:574] : INFO : Epoch 978 | loss: 0.0310148 | val_loss: 0.0312711 | Time: 1834.4 ms [2020-11-18 07:02:36 main:574] : INFO : Epoch 979 | loss: 0.0310073 | val_loss: 0.0312926 | Time: 1851.64 ms [2020-11-18 07:02:38 main:574] : INFO : Epoch 980 | loss: 0.0310011 | val_loss: 0.0312792 | Time: 1846.44 ms [2020-11-18 07:02:40 main:574] : INFO : Epoch 981 | loss: 0.0309987 | val_loss: 0.0313229 | Time: 1837.08 ms [2020-11-18 07:02:42 main:574] : INFO : Epoch 982 | loss: 0.0310041 | val_loss: 0.0312919 | Time: 1819.54 ms [2020-11-18 07:02:43 main:574] : INFO : Epoch 983 | loss: 0.0310023 | val_loss: 0.0312652 | Time: 1852.29 ms [2020-11-18 07:02:45 main:574] : INFO : Epoch 984 | loss: 0.0309986 | val_loss: 0.0312921 | Time: 1850.43 ms [2020-11-18 07:02:47 main:574] : INFO : Epoch 985 | loss: 0.0309982 | val_loss: 0.0312994 | Time: 1828.66 ms [2020-11-18 07:02:49 main:574] : INFO : Epoch 986 | loss: 0.0309997 | val_loss: 0.0313007 | Time: 1845.42 ms [2020-11-18 07:02:51 main:574] : INFO : Epoch 987 | loss: 0.030998 | val_loss: 0.0313071 | Time: 1826.75 ms [2020-11-18 07:02:53 main:574] : INFO : Epoch 988 | loss: 0.0309955 | val_loss: 0.0312929 | Time: 1868.54 ms [2020-11-18 07:02:55 main:574] : INFO : Epoch 989 | loss: 0.0309962 | val_loss: 0.0312653 | Time: 1855.19 ms [2020-11-18 07:02:57 main:574] : INFO : Epoch 990 | loss: 0.0309972 | val_loss: 0.0313058 | Time: 1840.33 ms [2020-11-18 07:02:59 main:574] : INFO : Epoch 991 | loss: 0.0310002 | val_loss: 0.0313025 | Time: 1863.32 ms [2020-11-18 07:03:01 main:574] : INFO : Epoch 992 | loss: 0.0310043 | val_loss: 0.0312866 | Time: 1857.02 ms [2020-11-18 07:03:03 main:574] : INFO : Epoch 993 | loss: 0.0309981 | val_loss: 0.0312835 | Time: 1833.19 ms [2020-11-18 07:03:05 main:574] : INFO : Epoch 994 | loss: 0.0309971 | val_loss: 0.0312785 | Time: 1825.29 ms [2020-11-18 07:03:06 main:574] : INFO : Epoch 995 | loss: 0.0310047 | val_loss: 0.0312804 | Time: 1834.15 ms [2020-11-18 07:03:08 main:574] : INFO : Epoch 996 | loss: 0.0309991 | val_loss: 0.0312928 | Time: 1825.61 ms [2020-11-18 07:03:10 main:574] : INFO : Epoch 997 | loss: 0.0310009 | val_loss: 0.03127 | Time: 1815.24 ms [2020-11-18 07:03:12 main:574] : INFO : Epoch 998 | loss: 0.030992 | val_loss: 0.031286 | Time: 1815.54 ms [2020-11-18 07:03:14 main:574] : INFO : Epoch 999 | loss: 0.0309896 | val_loss: 0.0313 | Time: 1825.68 ms [2020-11-18 07:03:16 main:574] : INFO : Epoch 1000 | loss: 0.030993 | val_loss: 0.0313012 | Time: 1864.25 ms [2020-11-18 07:03:18 main:574] : INFO : Epoch 1001 | loss: 0.0311127 | val_loss: 0.0312252 | Time: 1842.36 ms [2020-11-18 07:03:20 main:574] : INFO : Epoch 1002 | loss: 0.0311962 | val_loss: 0.0312176 | Time: 1822.12 ms [2020-11-18 07:03:22 main:574] : INFO : Epoch 1003 | loss: 0.031174 | val_loss: 0.0312038 | Time: 1830.57 ms [2020-11-18 07:03:24 main:574] : INFO : Epoch 1004 | loss: 0.0311559 | val_loss: 0.0312036 | Time: 1831.9 ms [2020-11-18 07:03:26 main:574] : INFO : Epoch 1005 | loss: 0.0311448 | val_loss: 0.0311999 | Time: 1855.98 ms [2020-11-18 07:03:28 main:574] : INFO : Epoch 1006 | loss: 0.0311297 | val_loss: 0.0312011 | Time: 1838.8 ms [2020-11-18 07:03:29 main:574] : INFO : Epoch 1007 | loss: 0.0311144 | val_loss: 0.0312134 | Time: 1812.81 ms [2020-11-18 07:03:31 main:574] : INFO : Epoch 1008 | loss: 0.0311011 | val_loss: 0.0312201 | Time: 1836.9 ms [2020-11-18 07:03:33 main:574] : INFO : Epoch 1009 | loss: 0.0310915 | val_loss: 0.0312261 | Time: 1817.41 ms [2020-11-18 07:03:35 main:574] : INFO : Epoch 1010 | loss: 0.0310828 | val_loss: 0.0312306 | Time: 1848.57 ms [2020-11-18 07:03:37 main:574] : INFO : Epoch 1011 | loss: 0.0310758 | val_loss: 0.0312319 | Time: 1833.75 ms [2020-11-18 07:03:39 main:574] : INFO : Epoch 1012 | loss: 0.0310679 | val_loss: 0.0312203 | Time: 1879.04 ms [2020-11-18 07:03:41 main:574] : INFO : Epoch 1013 | loss: 0.0310613 | val_loss: 0.0312469 | Time: 1845.73 ms [2020-11-18 07:03:43 main:574] : INFO : Epoch 1014 | loss: 0.0310559 | val_loss: 0.0312414 | Time: 1837.04 ms [2020-11-18 07:03:45 main:574] : INFO : Epoch 1015 | loss: 0.0310508 | val_loss: 0.0312395 | Time: 1841.94 ms [2020-11-18 07:03:47 main:574] : INFO : Epoch 1016 | loss: 0.0310446 | val_loss: 0.0312444 | Time: 1848.75 ms [2020-11-18 07:03:49 main:574] : INFO : Epoch 1017 | loss: 0.0310381 | val_loss: 0.0312657 | Time: 1797.84 ms [2020-11-18 07:03:50 main:574] : INFO : Epoch 1018 | loss: 0.0310342 | val_loss: 0.0312469 | Time: 1822.3 ms [2020-11-18 07:03:52 main:574] : INFO : Epoch 1019 | loss: 0.0310363 | val_loss: 0.0312645 | Time: 1844.09 ms [2020-11-18 07:03:54 main:574] : INFO : Epoch 1020 | loss: 0.0310256 | val_loss: 0.0312549 | Time: 1849.95 ms [2020-11-18 07:03:56 main:574] : INFO : Epoch 1021 | loss: 0.0310221 | val_loss: 0.0312938 | Time: 1813.13 ms [2020-11-18 07:03:58 main:574] : INFO : Epoch 1022 | loss: 0.0310173 | val_loss: 0.0312613 | Time: 1844.34 ms [2020-11-18 07:04:00 main:574] : INFO : Epoch 1023 | loss: 0.0310128 | val_loss: 0.0312711 | Time: 1857.14 ms [2020-11-18 07:04:02 main:574] : INFO : Epoch 1024 | loss: 0.0310121 | val_loss: 0.0312836 | Time: 1827.59 ms [2020-11-18 07:04:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312836 [2020-11-18 07:04:02 main:603] : INFO : Saving end state to config to file [2020-11-18 07:04:02 main:608] : INFO : Success, exiting.. 07:04:02 (3000): 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)