Task 3746340
| Name | ParityModified-1605453509-16533-13_0 |
| Workunit | 1925321 |
| Created | 21 Jan 2021, 0:22:24 UTC |
| Sent | 21 Jan 2021, 10:36:14 UTC |
| Report deadline | 28 Jan 2021, 10:36:14 UTC |
| Received | 21 Jan 2021, 12:15:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 780 |
| Run time | 33 min 14 sec |
| CPU time | 31 min 42 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 13,452.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 514 | loss: 0.031178 | val_loss: 0.0311903 | Time: 1863.11 ms [2021-01-21 02:58:11 main:574] : INFO : Epoch 515 | loss: 0.0311774 | val_loss: 0.0311886 | Time: 1931.73 ms [2021-01-21 02:58:13 main:574] : INFO : Epoch 516 | loss: 0.0311777 | val_loss: 0.0311881 | Time: 1914.96 ms [2021-01-21 02:58:15 main:574] : INFO : Epoch 517 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 1944.12 ms [2021-01-21 02:58:17 main:574] : INFO : Epoch 518 | loss: 0.031178 | val_loss: 0.0311897 | Time: 1860.16 ms [2021-01-21 02:58:19 main:574] : INFO : Epoch 519 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 1882.9 ms [2021-01-21 02:58:21 main:574] : INFO : Epoch 520 | loss: 0.0311777 | val_loss: 0.0311876 | Time: 1915.79 ms [2021-01-21 02:58:23 main:574] : INFO : Epoch 521 | loss: 0.031177 | val_loss: 0.0311863 | Time: 1926.33 ms [2021-01-21 02:58:24 main:574] : INFO : Epoch 522 | loss: 0.0311762 | val_loss: 0.0311875 | Time: 1876.44 ms [2021-01-21 02:58:26 main:574] : INFO : Epoch 523 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1908.35 ms [2021-01-21 02:58:28 main:574] : INFO : Epoch 524 | loss: 0.0311779 | val_loss: 0.031187 | Time: 1876.09 ms [2021-01-21 02:58:30 main:574] : INFO : Epoch 525 | loss: 0.0311779 | val_loss: 0.0311869 | Time: 1875.79 ms [2021-01-21 02:58:32 main:574] : INFO : Epoch 526 | loss: 0.031178 | val_loss: 0.0311866 | Time: 2005.25 ms [2021-01-21 02:58:34 main:574] : INFO : Epoch 527 | loss: 0.031176 | val_loss: 0.0311893 | Time: 1896.19 ms [2021-01-21 02:58:36 main:574] : INFO : Epoch 528 | loss: 0.0311783 | val_loss: 0.0311899 | Time: 1859.13 ms [2021-01-21 02:58:38 main:574] : INFO : Epoch 529 | loss: 0.03118 | val_loss: 0.0311881 | Time: 2006.21 ms [2021-01-21 02:58:40 main:574] : INFO : Epoch 530 | loss: 0.031178 | val_loss: 0.0311886 | Time: 1892.19 ms [2021-01-21 02:58:42 main:574] : INFO : Epoch 531 | loss: 0.031178 | val_loss: 0.031187 | Time: 1898.95 ms [2021-01-21 02:58:44 main:574] : INFO : Epoch 532 | loss: 0.031177 | val_loss: 0.0311881 | Time: 1931.76 ms [2021-01-21 02:58:46 main:574] : INFO : Epoch 533 | loss: 0.0311773 | val_loss: 0.0311897 | Time: 1976.57 ms [2021-01-21 02:58:48 main:574] : INFO : Epoch 534 | loss: 0.0311768 | val_loss: 0.0311884 | Time: 1932.62 ms [2021-01-21 02:58:50 main:574] : INFO : Epoch 535 | loss: 0.0311765 | val_loss: 0.0311906 | Time: 1899.77 ms [2021-01-21 02:58:52 main:574] : INFO : Epoch 536 | loss: 0.0311767 | val_loss: 0.0311904 | Time: 1901.55 ms [2021-01-21 02:58:54 main:574] : INFO : Epoch 537 | loss: 0.0311769 | val_loss: 0.0311884 | Time: 1978.84 ms [2021-01-21 02:58:55 main:574] : INFO : Epoch 538 | loss: 0.0311778 | val_loss: 0.031187 | Time: 1911.16 ms [2021-01-21 02:58:57 main:574] : INFO : Epoch 539 | loss: 0.031178 | val_loss: 0.0311887 | Time: 1875.48 ms [2021-01-21 02:58:59 main:574] : INFO : Epoch 540 | loss: 0.0311759 | val_loss: 0.0311871 | Time: 1882.29 ms [2021-01-21 02:59:01 main:574] : INFO : Epoch 541 | loss: 0.0311768 | val_loss: 0.0311889 | Time: 1890.19 ms [2021-01-21 02:59:03 main:574] : INFO : Epoch 542 | loss: 0.0311765 | val_loss: 0.0311878 | Time: 1924.8 ms [2021-01-21 02:59:05 main:574] : INFO : Epoch 543 | loss: 0.0311762 | val_loss: 0.0311907 | Time: 1960.69 ms [2021-01-21 02:59:07 main:574] : INFO : Epoch 544 | loss: 0.0311766 | val_loss: 0.0311894 | Time: 1951.17 ms [2021-01-21 02:59:09 main:574] : INFO : Epoch 545 | loss: 0.031176 | val_loss: 0.0311878 | Time: 1874.35 ms [2021-01-21 02:59:11 main:574] : INFO : Epoch 546 | loss: 0.031177 | val_loss: 0.0311889 | Time: 1869.58 ms [2021-01-21 02:59:13 main:574] : INFO : Epoch 547 | loss: 0.0311757 | val_loss: 0.031187 | Time: 1865.44 ms [2021-01-21 02:59:15 main:574] : INFO : Epoch 548 | loss: 0.0311765 | val_loss: 0.0311876 | Time: 1901.81 ms [2021-01-21 02:59:16 main:574] : INFO : Epoch 549 | loss: 0.0311753 | val_loss: 0.0311893 | Time: 1890.46 ms [2021-01-21 02:59:18 main:574] : INFO : Epoch 550 | loss: 0.031175 | val_loss: 0.031187 | Time: 1845.53 ms [2021-01-21 02:59:20 main:574] : INFO : Epoch 551 | loss: 0.031175 | val_loss: 0.0311904 | Time: 1891.89 ms [2021-01-21 02:59:22 main:574] : INFO : Epoch 552 | loss: 0.0311759 | val_loss: 0.0311876 | Time: 1949.43 ms [2021-01-21 02:59:24 main:574] : INFO : Epoch 553 | loss: 0.0311756 | val_loss: 0.0311897 | Time: 1865.52 ms [2021-01-21 02:59:26 main:574] : INFO : Epoch 554 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 1875.8 ms [2021-01-21 02:59:28 main:574] : INFO : Epoch 555 | loss: 0.0311758 | val_loss: 0.0311905 | Time: 1908.22 ms [2021-01-21 02:59:30 main:574] : INFO : Epoch 556 | loss: 0.031175 | val_loss: 0.0311876 | Time: 1874.32 ms [2021-01-21 02:59:32 main:574] : INFO : Epoch 557 | loss: 0.0311752 | val_loss: 0.0311894 | Time: 1966.85 ms [2021-01-21 02:59:34 main:574] : INFO : Epoch 558 | loss: 0.0311759 | val_loss: 0.0311911 | Time: 1881.11 ms [2021-01-21 02:59:35 main:574] : INFO : Epoch 559 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 1909.25 ms [2021-01-21 02:59:37 main:574] : INFO : Epoch 560 | loss: 0.0311754 | val_loss: 0.0311897 | Time: 1905.3 ms [2021-01-21 02:59:39 main:574] : INFO : Epoch 561 | loss: 0.031176 | val_loss: 0.0311881 | Time: 1889.49 ms [2021-01-21 02:59:41 main:574] : INFO : Epoch 562 | loss: 0.0311754 | val_loss: 0.0311879 | Time: 1855.73 ms [2021-01-21 02:59:43 main:574] : INFO : Epoch 563 | loss: 0.0311758 | val_loss: 0.0311899 | Time: 2046.18 ms [2021-01-21 02:59:45 main:574] : INFO : Epoch 564 | loss: 0.031175 | val_loss: 0.0311898 | Time: 1845.17 ms [2021-01-21 02:59:47 main:574] : INFO : Epoch 565 | loss: 0.0311754 | val_loss: 0.031188 | Time: 1962.13 ms [2021-01-21 02:59:49 main:574] : INFO : Epoch 566 | loss: 0.0311761 | val_loss: 0.0311887 | Time: 2008.64 ms [2021-01-21 02:59:51 main:574] : INFO : Epoch 567 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 1918.87 ms [2021-01-21 02:59:53 main:574] : INFO : Epoch 568 | loss: 0.0311762 | val_loss: 0.0311915 | Time: 1886.25 ms [2021-01-21 02:59:55 main:574] : INFO : Epoch 569 | loss: 0.0311767 | val_loss: 0.0311908 | Time: 1909.88 ms [2021-01-21 02:59:57 main:574] : INFO : Epoch 570 | loss: 0.0311767 | val_loss: 0.0311881 | Time: 1865.44 ms [2021-01-21 02:59:59 main:574] : INFO : Epoch 571 | loss: 0.0311768 | val_loss: 0.0311878 | Time: 1893.56 ms [2021-01-21 03:00:01 main:574] : INFO : Epoch 572 | loss: 0.0311787 | val_loss: 0.0311898 | Time: 1865.26 ms [2021-01-21 03:00:02 main:574] : INFO : Epoch 573 | loss: 0.0311759 | val_loss: 0.0311894 | Time: 1917.53 ms [2021-01-21 03:00:04 main:574] : INFO : Epoch 574 | loss: 0.0311752 | val_loss: 0.0311893 | Time: 1911.65 ms [2021-01-21 03:00:06 main:574] : INFO : Epoch 575 | loss: 0.0311753 | val_loss: 0.0311877 | Time: 1932.17 ms [2021-01-21 03:00:08 main:574] : INFO : Epoch 576 | loss: 0.0311752 | val_loss: 0.0311889 | Time: 1944.96 ms [2021-01-21 03:00:10 main:574] : INFO : Epoch 577 | loss: 0.0311753 | val_loss: 0.0311885 | Time: 1892.77 ms [2021-01-21 03:00:12 main:574] : INFO : Epoch 578 | loss: 0.0311752 | val_loss: 0.0311915 | Time: 1953.73 ms [2021-01-21 03:00:14 main:574] : INFO : Epoch 579 | loss: 0.0311782 | val_loss: 0.0311903 | Time: 1894.77 ms [2021-01-21 03:00:16 main:574] : INFO : Epoch 580 | loss: 0.031176 | val_loss: 0.0311923 | Time: 1916.02 ms [2021-01-21 03:00:18 main:574] : INFO : Epoch 581 | loss: 0.0311755 | val_loss: 0.0311871 | Time: 1864.14 ms [2021-01-21 03:00:20 main:574] : INFO : Epoch 582 | loss: 0.0311749 | val_loss: 0.0311877 | Time: 1890.56 ms [2021-01-21 03:00:22 main:574] : INFO : Epoch 583 | loss: 0.0311757 | val_loss: 0.0311919 | Time: 1863.72 ms [2021-01-21 03:00:24 main:574] : INFO : Epoch 584 | loss: 0.0311754 | val_loss: 0.0311873 | Time: 2034.11 ms [2021-01-21 03:00:26 main:574] : INFO : Epoch 585 | loss: 0.0311749 | val_loss: 0.0311884 | Time: 1975.64 ms [2021-01-21 03:00:28 main:574] : INFO : Epoch 586 | loss: 0.031175 | val_loss: 0.0311901 | Time: 2034.13 ms [2021-01-21 03:00:30 main:574] : INFO : Epoch 587 | loss: 0.0311745 | val_loss: 0.0311884 | Time: 1869.4 ms [2021-01-21 03:00:32 main:574] : INFO : Epoch 588 | loss: 0.0311763 | val_loss: 0.0311919 | Time: 1969.17 ms [2021-01-21 03:00:33 main:574] : INFO : Epoch 589 | loss: 0.0311779 | val_loss: 0.0311896 | Time: 1865.72 ms [2021-01-21 03:00:35 main:574] : INFO : Epoch 590 | loss: 0.0311749 | val_loss: 0.031189 | Time: 1892.62 ms [2021-01-21 03:00:37 main:574] : INFO : Epoch 591 | loss: 0.0311748 | val_loss: 0.0311879 | Time: 1883.31 ms [2021-01-21 03:00:39 main:574] : INFO : Epoch 592 | loss: 0.0311764 | val_loss: 0.0311895 | Time: 1991.46 ms [2021-01-21 03:00:41 main:574] : INFO : Epoch 593 | loss: 0.0311776 | val_loss: 0.0311911 | Time: 1850.61 ms [2021-01-21 03:00:43 main:574] : INFO : Epoch 594 | loss: 0.0311774 | val_loss: 0.0311893 | Time: 1890.59 ms [2021-01-21 03:00:45 main:574] : INFO : Epoch 595 | loss: 0.0311771 | val_loss: 0.0311887 | Time: 1914.34 ms [2021-01-21 03:00:47 main:574] : INFO : Epoch 596 | loss: 0.0311773 | val_loss: 0.0311887 | Time: 2004.68 ms [2021-01-21 03:00:49 main:574] : INFO : Epoch 597 | loss: 0.031177 | val_loss: 0.0311882 | Time: 2154.51 ms [2021-01-21 03:00:51 main:574] : INFO : Epoch 598 | loss: 0.031177 | val_loss: 0.0311894 | Time: 1852.8 ms [2021-01-21 03:00:53 main:574] : INFO : Epoch 599 | loss: 0.0311769 | val_loss: 0.0311888 | Time: 1965.9 ms [2021-01-21 03:00:55 main:574] : INFO : Epoch 600 | loss: 0.0311783 | val_loss: 0.0311877 | Time: 1911.13 ms [2021-01-21 03:00:57 main:574] : INFO : Epoch 601 | loss: 0.0311803 | val_loss: 0.0311892 | Time: 2042.22 ms [2021-01-21 03:00:59 main:574] : INFO : Epoch 602 | loss: 0.0311798 | val_loss: 0.0311861 | Time: 1919.63 ms [2021-01-21 03:01:01 main:574] : INFO : Epoch 603 | loss: 0.0311794 | val_loss: 0.031192 | Time: 1849.36 ms [2021-01-21 03:01:03 main:574] : INFO : Epoch 604 | loss: 0.0311799 | val_loss: 0.0311869 | Time: 1884.96 ms [2021-01-21 03:01:05 main:574] : INFO : Epoch 605 | loss: 0.0311776 | val_loss: 0.0311879 | Time: 1955.27 ms [2021-01-21 03:01:07 main:574] : INFO : Epoch 606 | loss: 0.0311768 | val_loss: 0.0311908 | Time: 1964.59 ms [2021-01-21 03:01:09 main:574] : INFO : Epoch 607 | loss: 0.0311806 | val_loss: 0.0312006 | Time: 1974.65 ms [2021-01-21 03:01:11 main:574] : INFO : Epoch 608 | loss: 0.031179 | val_loss: 0.0311874 | Time: 2049.57 ms [2021-01-21 03:01:13 main:574] : INFO : Epoch 609 | loss: 0.0311759 | val_loss: 0.0311929 | Time: 1920.38 ms [2021-01-21 03:01:14 main:574] : INFO : Epoch 610 | loss: 0.0311777 | val_loss: 0.03119 | Time: 1828.13 ms [2021-01-21 03:01:16 main:574] : INFO : Epoch 611 | loss: 0.0311775 | val_loss: 0.0311909 | Time: 1893.17 ms [2021-01-21 03:01:18 main:574] : INFO : Epoch 612 | loss: 0.0311769 | val_loss: 0.0311891 | Time: 2052.88 ms [2021-01-21 03:01:20 main:574] : INFO : Epoch 613 | loss: 0.0311763 | val_loss: 0.0311882 | Time: 1871.14 ms [2021-01-21 03:01:22 main:574] : INFO : Epoch 614 | loss: 0.0311756 | val_loss: 0.0311905 | Time: 1910.79 ms [2021-01-21 03:01:24 main:574] : INFO : Epoch 615 | loss: 0.0311771 | val_loss: 0.0311884 | Time: 1906.97 ms [2021-01-21 03:01:26 main:574] : INFO : Epoch 616 | loss: 0.031179 | val_loss: 0.0311888 | Time: 1877.65 ms [2021-01-21 03:01:28 main:574] : INFO : Epoch 617 | loss: 0.0311759 | val_loss: 0.0311885 | Time: 2044.14 ms [2021-01-21 03:01:30 main:574] : INFO : Epoch 618 | loss: 0.031178 | val_loss: 0.0311917 | Time: 1856.76 ms [2021-01-21 03:01:32 main:574] : INFO : Epoch 619 | loss: 0.0311765 | val_loss: 0.0311899 | Time: 1914.88 ms [2021-01-21 03:01:34 main:574] : INFO : Epoch 620 | loss: 0.0311751 | val_loss: 0.0311883 | Time: 2049.76 ms [2021-01-21 03:01:36 main:574] : INFO : Epoch 621 | loss: 0.0311743 | val_loss: 0.0311891 | Time: 1869.04 ms [2021-01-21 03:01:38 main:574] : INFO : Epoch 622 | loss: 0.0311746 | val_loss: 0.0311894 | Time: 1930.38 ms [2021-01-21 03:01:40 main:574] : INFO : Epoch 623 | loss: 0.031176 | val_loss: 0.0311879 | Time: 1856.03 ms [2021-01-21 03:01:42 main:574] : INFO : Epoch 624 | loss: 0.0311772 | val_loss: 0.0311904 | Time: 1909.1 ms [2021-01-21 03:01:44 main:574] : INFO : Epoch 625 | loss: 0.0311771 | val_loss: 0.0311929 | Time: 1869.87 ms [2021-01-21 03:01:45 main:574] : INFO : Epoch 626 | loss: 0.0311775 | val_loss: 0.0311899 | Time: 1878.09 ms [2021-01-21 03:01:47 main:574] : INFO : Epoch 627 | loss: 0.0311763 | val_loss: 0.0311888 | Time: 1958.45 ms [2021-01-21 03:01:49 main:574] : INFO : Epoch 628 | loss: 0.0311755 | val_loss: 0.0311901 | Time: 1887.86 ms [2021-01-21 03:01:51 main:574] : INFO : Epoch 629 | loss: 0.0311748 | val_loss: 0.0311879 | Time: 1856.03 ms [2021-01-21 03:01:53 main:574] : INFO : Epoch 630 | loss: 0.0311745 | val_loss: 0.0311891 | Time: 1882.33 ms [2021-01-21 03:01:55 main:574] : INFO : Epoch 631 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1940.48 ms [2021-01-21 03:01:57 main:574] : INFO : Epoch 632 | loss: 0.0311744 | val_loss: 0.0311888 | Time: 1862.52 ms [2021-01-21 03:01:59 main:574] : INFO : Epoch 633 | loss: 0.0311753 | val_loss: 0.0311864 | Time: 2100.65 ms [2021-01-21 03:02:01 main:574] : INFO : Epoch 634 | loss: 0.0311764 | val_loss: 0.0311881 | Time: 1881.4 ms [2021-01-21 03:02:03 main:574] : INFO : Epoch 635 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 1933.54 ms [2021-01-21 03:02:05 main:574] : INFO : Epoch 636 | loss: 0.0311765 | val_loss: 0.031187 | Time: 1839.59 ms [2021-01-21 03:02:07 main:574] : INFO : Epoch 637 | loss: 0.0311777 | val_loss: 0.0311902 | Time: 1870.19 ms [2021-01-21 03:02:08 main:574] : INFO : Epoch 638 | loss: 0.0311778 | val_loss: 0.031189 | Time: 1908.94 ms [2021-01-21 03:02:10 main:574] : INFO : Epoch 639 | loss: 0.0311764 | val_loss: 0.0311875 | Time: 1865.1 ms [2021-01-21 03:02:12 main:574] : INFO : Epoch 640 | loss: 0.0311764 | val_loss: 0.0311878 | Time: 1882.22 ms [2021-01-21 03:02:14 main:574] : INFO : Epoch 641 | loss: 0.0311753 | val_loss: 0.0311881 | Time: 1930.5 ms [2021-01-21 03:02:16 main:574] : INFO : Epoch 642 | loss: 0.0311765 | val_loss: 0.0311877 | Time: 1940.76 ms [2021-01-21 03:02:18 main:574] : INFO : Epoch 643 | loss: 0.0311771 | val_loss: 0.0311903 | Time: 2035.91 ms [2021-01-21 03:02:20 main:574] : INFO : Epoch 644 | loss: 0.0311769 | val_loss: 0.0311893 | Time: 1910.43 ms [2021-01-21 03:02:22 main:574] : INFO : Epoch 645 | loss: 0.0311763 | val_loss: 0.0311883 | Time: 1897.97 ms [2021-01-21 03:02:24 main:574] : INFO : Epoch 646 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 1848.16 ms [2021-01-21 03:02:26 main:574] : INFO : Epoch 647 | loss: 0.0311765 | val_loss: 0.0311898 | Time: 2103.6 ms [2021-01-21 03:02:28 main:574] : INFO : Epoch 648 | loss: 0.0311765 | val_loss: 0.0311884 | Time: 1848.86 ms [2021-01-21 03:02:30 main:574] : INFO : Epoch 649 | loss: 0.0311754 | val_loss: 0.0311917 | Time: 1769.17 ms [2021-01-21 03:02:32 main:574] : INFO : Epoch 650 | loss: 0.0311762 | val_loss: 0.0311881 | Time: 1906.34 ms [2021-01-21 03:02:34 main:574] : INFO : Epoch 651 | loss: 0.0311755 | val_loss: 0.0311883 | Time: 1978.11 ms [2021-01-21 03:02:36 main:574] : INFO : Epoch 652 | loss: 0.0311756 | val_loss: 0.0311917 | Time: 2159.92 ms [2021-01-21 03:02:38 main:574] : INFO : Epoch 653 | loss: 0.0311761 | val_loss: 0.0311884 | Time: 1876.88 ms [2021-01-21 03:02:40 main:574] : INFO : Epoch 654 | loss: 0.0311754 | val_loss: 0.0311903 | Time: 2049.03 ms [2021-01-21 03:02:42 main:574] : INFO : Epoch 655 | loss: 0.0311779 | val_loss: 0.0311913 | Time: 1876.22 ms [2021-01-21 03:02:43 main:574] : INFO : Epoch 656 | loss: 0.0311775 | val_loss: 0.0311892 | Time: 1873.63 ms [2021-01-21 03:02:45 main:574] : INFO : Epoch 657 | loss: 0.0311754 | val_loss: 0.0311908 | Time: 1856.95 ms [2021-01-21 03:02:47 main:574] : INFO : Epoch 658 | loss: 0.0311761 | val_loss: 0.0311886 | Time: 1848.05 ms [2021-01-21 03:02:49 main:574] : INFO : Epoch 659 | loss: 0.031176 | val_loss: 0.0311909 | Time: 1892.63 ms [2021-01-21 03:02:51 main:574] : INFO : Epoch 660 | loss: 0.0311759 | val_loss: 0.0311904 | Time: 1906.45 ms [2021-01-21 03:02:53 main:574] : INFO : Epoch 661 | loss: 0.0311759 | val_loss: 0.031191 | Time: 1903.18 ms [2021-01-21 03:02:55 main:574] : INFO : Epoch 662 | loss: 0.0311753 | val_loss: 0.0311872 | Time: 1901.16 ms [2021-01-21 03:02:57 main:574] : INFO : Epoch 663 | loss: 0.031176 | val_loss: 0.0311883 | Time: 1883.41 ms [2021-01-21 03:02:59 main:574] : INFO : Epoch 664 | loss: 0.0311748 | val_loss: 0.0311887 | Time: 1862.4 ms [2021-01-21 03:03:00 main:574] : INFO : Epoch 665 | loss: 0.0311748 | val_loss: 0.0311887 | Time: 1897.44 ms [2021-01-21 03:03:02 main:574] : INFO : Epoch 666 | loss: 0.0311748 | val_loss: 0.0311874 | Time: 1935.16 ms [2021-01-21 03:03:04 main:574] : INFO : Epoch 667 | loss: 0.0311765 | val_loss: 0.0311866 | Time: 1871.68 ms [2021-01-21 03:03:06 main:574] : INFO : Epoch 668 | loss: 0.0311827 | val_loss: 0.0312338 | Time: 1969.12 ms [2021-01-21 03:03:08 main:574] : INFO : Epoch 669 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 2087.19 ms [2021-01-21 03:03:10 main:574] : INFO : Epoch 670 | loss: 0.0311775 | val_loss: 0.0311888 | Time: 2005.71 ms [2021-01-21 03:03:12 main:574] : INFO : Epoch 671 | loss: 0.0311757 | val_loss: 0.0311916 | Time: 1967.67 ms [2021-01-21 03:03:14 main:574] : INFO : Epoch 672 | loss: 0.0311766 | val_loss: 0.0311906 | Time: 1880.78 ms [2021-01-21 03:03:16 main:574] : INFO : Epoch 673 | loss: 0.0311757 | val_loss: 0.0311919 | Time: 1896.75 ms [2021-01-21 03:03:18 main:574] : INFO : Epoch 674 | loss: 0.0311764 | val_loss: 0.03119 | Time: 1869.98 ms [2021-01-21 03:03:20 main:574] : INFO : Epoch 675 | loss: 0.0311763 | val_loss: 0.0311914 | Time: 1903.68 ms [2021-01-21 03:03:22 main:574] : INFO : Epoch 676 | loss: 0.0311761 | val_loss: 0.03119 | Time: 1946.72 ms [2021-01-21 03:03:24 main:574] : INFO : Epoch 677 | loss: 0.0311759 | val_loss: 0.0311916 | Time: 1886.08 ms [2021-01-21 03:03:26 main:574] : INFO : Epoch 678 | loss: 0.0311749 | val_loss: 0.0311911 | Time: 1908.08 ms [2021-01-21 03:03:28 main:574] : INFO : Epoch 679 | loss: 0.0311761 | val_loss: 0.0311899 | Time: 1869.78 ms [2021-01-21 03:03:30 main:574] : INFO : Epoch 680 | loss: 0.031176 | val_loss: 0.0311928 | Time: 1845.45 ms [2021-01-21 03:03:31 main:574] : INFO : Epoch 681 | loss: 0.0311774 | val_loss: 0.0311909 | Time: 1875.87 ms [2021-01-21 03:03:33 main:574] : INFO : Epoch 682 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 1905.07 ms [2021-01-21 03:03:35 main:574] : INFO : Epoch 683 | loss: 0.0311772 | val_loss: 0.0311897 | Time: 1955.52 ms [2021-01-21 03:03:37 main:574] : INFO : Epoch 684 | loss: 0.0311776 | val_loss: 0.0311926 | Time: 1865.86 ms [2021-01-21 03:03:39 main:574] : INFO : Epoch 685 | loss: 0.0311777 | val_loss: 0.0311892 | Time: 1923.84 ms [2021-01-21 03:03:41 main:574] : INFO : Epoch 686 | loss: 0.0311762 | val_loss: 0.0311904 | Time: 1946.98 ms [2021-01-21 03:03:43 main:574] : INFO : Epoch 687 | loss: 0.0311765 | val_loss: 0.0311902 | Time: 1932.15 ms [2021-01-21 03:03:45 main:574] : INFO : Epoch 688 | loss: 0.0311772 | val_loss: 0.0311891 | Time: 1907.13 ms [2021-01-21 03:03:47 main:574] : INFO : Epoch 689 | loss: 0.0311783 | val_loss: 0.0311903 | Time: 1845.21 ms [2021-01-21 03:03:49 main:574] : INFO : Epoch 690 | loss: 0.0311762 | val_loss: 0.0311895 | Time: 1880.13 ms [2021-01-21 03:03:51 main:574] : INFO : Epoch 691 | loss: 0.0311762 | val_loss: 0.0311892 | Time: 1877.76 ms [2021-01-21 03:03:52 main:574] : INFO : Epoch 692 | loss: 0.0311758 | val_loss: 0.0311878 | Time: 1884.41 ms [2021-01-21 03:03:54 main:574] : INFO : Epoch 693 | loss: 0.0311763 | val_loss: 0.0311895 | Time: 1922.71 ms [2021-01-21 03:03:56 main:574] : INFO : Epoch 694 | loss: 0.0311752 | val_loss: 0.0311908 | Time: 1930.89 ms [2021-01-21 03:03:58 main:574] : INFO : Epoch 695 | loss: 0.0311751 | val_loss: 0.0311917 | Time: 1874.95 ms [2021-01-21 03:04:00 main:574] : INFO : Epoch 696 | loss: 0.0311755 | val_loss: 0.0311903 | Time: 1887.95 ms [2021-01-21 03:04:02 main:574] : INFO : Epoch 697 | loss: 0.0311754 | val_loss: 0.0311902 | Time: 1980.25 ms [2021-01-21 03:04:04 main:574] : INFO : Epoch 698 | loss: 0.0311751 | val_loss: 0.0311913 | Time: 1897.18 ms [2021-01-21 03:04:06 main:574] : INFO : Epoch 699 | loss: 0.0311746 | val_loss: 0.0311935 | Time: 1870.14 ms [2021-01-21 03:04:08 main:574] : INFO : Epoch 700 | loss: 0.0311754 | val_loss: 0.0311888 | Time: 1870.95 ms [2021-01-21 03:04:10 main:574] : INFO : Epoch 701 | loss: 0.031175 | val_loss: 0.0311918 | Time: 1898.31 ms [2021-01-21 03:04:12 main:574] : INFO : Epoch 702 | loss: 0.031178 | val_loss: 0.0311902 | Time: 1895.46 ms [2021-01-21 03:04:13 main:574] : INFO : Epoch 703 | loss: 0.0311757 | val_loss: 0.0311902 | Time: 1877.25 ms [2021-01-21 03:04:15 main:574] : INFO : Epoch 704 | loss: 0.0311754 | val_loss: 0.0311883 | Time: 1878.69 ms [2021-01-21 03:04:17 main:574] : INFO : Epoch 705 | loss: 0.0311761 | val_loss: 0.0311903 | Time: 1881.11 ms [2021-01-21 03:04:19 main:574] : INFO : Epoch 706 | loss: 0.0311751 | val_loss: 0.0311875 | Time: 1917.14 ms [2021-01-21 03:04:21 main:574] : INFO : Epoch 707 | loss: 0.0311751 | val_loss: 0.0311892 | Time: 2015.97 ms [2021-01-21 03:04:23 main:574] : INFO : Epoch 708 | loss: 0.0311746 | val_loss: 0.03119 | Time: 2022.82 ms [2021-01-21 03:04:25 main:574] : INFO : Epoch 709 | loss: 0.0311738 | val_loss: 0.0311903 | Time: 1898.78 ms [2021-01-21 03:04:27 main:574] : INFO : Epoch 710 | loss: 0.0311738 | val_loss: 0.0311896 | Time: 1840 ms [2021-01-21 03:04:29 main:574] : INFO : Epoch 711 | loss: 0.031174 | val_loss: 0.0311928 | Time: 1963.89 ms [2021-01-21 03:04:31 main:574] : INFO : Epoch 712 | loss: 0.0311743 | val_loss: 0.0311895 | Time: 2026.32 ms [2021-01-21 03:04:33 main:574] : INFO : Epoch 713 | loss: 0.0311739 | val_loss: 0.0311873 | Time: 1883.58 ms [2021-01-21 03:04:35 main:574] : INFO : Epoch 714 | loss: 0.031175 | val_loss: 0.031189 | Time: 1873.53 ms [2021-01-21 03:04:37 main:574] : INFO : Epoch 715 | loss: 0.0311754 | val_loss: 0.0311892 | Time: 1954.44 ms [2021-01-21 03:04:39 main:574] : INFO : Epoch 716 | loss: 0.0311767 | val_loss: 0.0311884 | Time: 1933.33 ms [2021-01-21 03:04:41 main:574] : INFO : Epoch 717 | loss: 0.0311769 | val_loss: 0.0311883 | Time: 1992.72 ms [2021-01-21 03:04:43 main:574] : INFO : Epoch 718 | loss: 0.0311759 | val_loss: 0.0311908 | Time: 1895.19 ms [2021-01-21 03:04:45 main:574] : INFO : Epoch 719 | loss: 0.0311762 | val_loss: 0.0311886 | Time: 2015.55 ms [2021-01-21 03:04:47 main:574] : INFO : Epoch 720 | loss: 0.0311758 | val_loss: 0.0311891 | Time: 1878.19 ms [2021-01-21 03:04:48 main:574] : INFO : Epoch 721 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 1934.31 ms [2021-01-21 03:04:50 main:574] : INFO : Epoch 722 | loss: 0.0311757 | val_loss: 0.0311893 | Time: 1885.62 ms [2021-01-21 03:04:52 main:574] : INFO : Epoch 723 | loss: 0.0311755 | val_loss: 0.0311927 | Time: 1884.24 ms [2021-01-21 03:04:54 main:574] : INFO : Epoch 724 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 1868.49 ms [2021-01-21 03:04:56 main:574] : INFO : Epoch 725 | loss: 0.0311773 | val_loss: 0.0311888 | Time: 1984.59 ms [2021-01-21 03:04:58 main:574] : INFO : Epoch 726 | loss: 0.0311754 | val_loss: 0.0311885 | Time: 1936.31 ms [2021-01-21 03:05:00 main:574] : INFO : Epoch 727 | loss: 0.0311769 | val_loss: 0.031187 | Time: 1898.7 ms [2021-01-21 03:05:02 main:574] : INFO : Epoch 728 | loss: 0.031175 | val_loss: 0.0311897 | Time: 1857.87 ms [2021-01-21 03:05:04 main:574] : INFO : Epoch 729 | loss: 0.0311757 | val_loss: 0.0311898 | Time: 1902.11 ms [2021-01-21 03:05:06 main:574] : INFO : Epoch 730 | loss: 0.0311767 | val_loss: 0.0311881 | Time: 1891.51 ms [2021-01-21 03:05:08 main:574] : INFO : Epoch 731 | loss: 0.0311761 | val_loss: 0.0311879 | Time: 1879.52 ms [2021-01-21 03:05:10 main:574] : INFO : Epoch 732 | loss: 0.031177 | val_loss: 0.0311893 | Time: 1930.82 ms [2021-01-21 03:05:11 main:574] : INFO : Epoch 733 | loss: 0.031177 | val_loss: 0.0311883 | Time: 1908.31 ms [2021-01-21 03:05:13 main:574] : INFO : Epoch 734 | loss: 0.0311764 | val_loss: 0.0311891 | Time: 1860.87 ms [2021-01-21 03:05:15 main:574] : INFO : Epoch 735 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 1883.76 ms [2021-01-21 03:05:17 main:574] : INFO : Epoch 736 | loss: 0.0311783 | val_loss: 0.0311904 | Time: 1889.12 ms [2021-01-21 03:05:19 main:574] : INFO : Epoch 737 | loss: 0.031178 | val_loss: 0.0311926 | Time: 1856.65 ms [2021-01-21 03:05:21 main:574] : INFO : Epoch 738 | loss: 0.031177 | val_loss: 0.0311895 | Time: 1889.13 ms [2021-01-21 03:05:23 main:574] : INFO : Epoch 739 | loss: 0.0311786 | val_loss: 0.0311896 | Time: 1863.54 ms [2021-01-21 03:05:25 main:574] : INFO : Epoch 740 | loss: 0.0311796 | val_loss: 0.0311892 | Time: 1883.83 ms [2021-01-21 03:05:27 main:574] : INFO : Epoch 741 | loss: 0.0311797 | val_loss: 0.0311886 | Time: 2049.01 ms [2021-01-21 03:05:29 main:574] : INFO : Epoch 742 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 1906.87 ms [2021-01-21 03:05:31 main:574] : INFO : Epoch 743 | loss: 0.0311798 | val_loss: 0.0311883 | Time: 1933.77 ms [2021-01-21 03:05:32 main:574] : INFO : Epoch 744 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 1846.48 ms [2021-01-21 03:05:34 main:574] : INFO : Epoch 745 | loss: 0.0311774 | val_loss: 0.0311876 | Time: 1870.39 ms [2021-01-21 03:05:36 main:574] : INFO : Epoch 746 | loss: 0.031177 | val_loss: 0.0311875 | Time: 1866.75 ms [2021-01-21 03:05:38 main:574] : INFO : Epoch 747 | loss: 0.0311775 | val_loss: 0.0311867 | Time: 2130.78 ms [2021-01-21 03:05:40 main:574] : INFO : Epoch 748 | loss: 0.0311801 | val_loss: 0.0311872 | Time: 1863.19 ms [2021-01-21 03:05:42 main:574] : INFO : Epoch 749 | loss: 0.0311793 | val_loss: 0.0311853 | Time: 1923.11 ms [2021-01-21 03:05:44 main:574] : INFO : Epoch 750 | loss: 0.0311789 | val_loss: 0.0311871 | Time: 2073.02 ms [2021-01-21 03:05:46 main:574] : INFO : Epoch 751 | loss: 0.0311806 | val_loss: 0.0311902 | Time: 1923.57 ms [2021-01-21 03:05:48 main:574] : INFO : Epoch 752 | loss: 0.0311787 | val_loss: 0.0311926 | Time: 1891.31 ms [2021-01-21 03:05:50 main:574] : INFO : Epoch 753 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 2031.09 ms [2021-01-21 03:05:52 main:574] : INFO : Epoch 754 | loss: 0.0311802 | val_loss: 0.0311894 | Time: 2028.27 ms [2021-01-21 03:05:54 main:574] : INFO : Epoch 755 | loss: 0.0311793 | val_loss: 0.0311887 | Time: 1916.1 ms [2021-01-21 03:05:56 main:574] : INFO : Epoch 756 | loss: 0.0311788 | val_loss: 0.0311889 | Time: 1936.02 ms [2021-01-21 03:05:58 main:574] : INFO : Epoch 757 | loss: 0.0311787 | val_loss: 0.031189 | Time: 1901.52 ms [2021-01-21 03:06:00 main:574] : INFO : Epoch 758 | loss: 0.0311779 | val_loss: 0.0311898 | Time: 2022.72 ms [2021-01-21 03:06:02 main:574] : INFO : Epoch 759 | loss: 0.0311812 | val_loss: 0.0311903 | Time: 1872.29 ms [2021-01-21 03:06:04 main:574] : INFO : Epoch 760 | loss: 0.0311824 | val_loss: 0.0311899 | Time: 1960.31 ms [2021-01-21 03:06:06 main:574] : INFO : Epoch 761 | loss: 0.0311789 | val_loss: 0.0311887 | Time: 2031.75 ms [2021-01-21 03:06:08 main:574] : INFO : Epoch 762 | loss: 0.031178 | val_loss: 0.031188 | Time: 1886.94 ms [2021-01-21 03:06:10 main:574] : INFO : Epoch 763 | loss: 0.0311776 | val_loss: 0.0311887 | Time: 2035.36 ms [2021-01-21 03:06:12 main:574] : INFO : Epoch 764 | loss: 0.0311772 | val_loss: 0.0311871 | Time: 1907.29 ms [2021-01-21 03:06:14 main:574] : INFO : Epoch 765 | loss: 0.0311776 | val_loss: 0.0311898 | Time: 1882.81 ms [2021-01-21 03:06:16 main:574] : INFO : Epoch 766 | loss: 0.0311777 | val_loss: 0.0311884 | Time: 1974.52 ms [2021-01-21 03:06:18 main:574] : INFO : Epoch 767 | loss: 0.031178 | val_loss: 0.0311886 | Time: 1896.38 ms [2021-01-21 03:06:20 main:574] : INFO : Epoch 768 | loss: 0.0311785 | val_loss: 0.0311896 | Time: 1873.48 ms [2021-01-21 03:06:21 main:574] : INFO : Epoch 769 | loss: 0.0311783 | val_loss: 0.0311896 | Time: 1931.12 ms [2021-01-21 03:06:23 main:574] : INFO : Epoch 770 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 1894.99 ms [2021-01-21 03:06:25 main:574] : INFO : Epoch 771 | loss: 0.0311782 | val_loss: 0.0311879 | Time: 1893.23 ms [2021-01-21 03:06:27 main:574] : INFO : Epoch 772 | loss: 0.0311771 | val_loss: 0.031187 | Time: 1904.81 ms [2021-01-21 03:06:29 main:574] : INFO : Epoch 773 | loss: 0.0311778 | val_loss: 0.031187 | Time: 1923.76 ms [2021-01-21 03:06:31 main:574] : INFO : Epoch 774 | loss: 0.0311775 | val_loss: 0.0311886 | Time: 1993.1 ms [2021-01-21 03:06:33 main:574] : INFO : Epoch 775 | loss: 0.0311791 | val_loss: 0.0311904 | Time: 1861.14 ms [2021-01-21 03:06:35 main:574] : INFO : Epoch 776 | loss: 0.0311791 | val_loss: 0.0311883 | Time: 1916.95 ms [2021-01-21 03:06:37 main:574] : INFO : Epoch 777 | loss: 0.0311785 | val_loss: 0.0311866 | Time: 1934.61 ms [2021-01-21 03:06:39 main:574] : INFO : Epoch 778 | loss: 0.0311781 | val_loss: 0.0311876 | Time: 2031.64 ms [2021-01-21 03:06:41 main:574] : INFO : Epoch 779 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 1948.92 ms [2021-01-21 03:06:43 main:574] : INFO : Epoch 780 | loss: 0.0311853 | val_loss: 0.0311934 | Time: 1918.12 ms [2021-01-21 03:06:45 main:574] : INFO : Epoch 781 | loss: 0.0311881 | val_loss: 0.0311973 | Time: 1881.85 ms [2021-01-21 03:06:47 main:574] : INFO : Epoch 782 | loss: 0.0311859 | val_loss: 0.0311903 | Time: 1990.49 ms [2021-01-21 03:06:49 main:574] : INFO : Epoch 783 | loss: 0.0311853 | val_loss: 0.0311945 | Time: 1923.15 ms [2021-01-21 03:06:51 main:574] : INFO : Epoch 784 | loss: 0.0311842 | val_loss: 0.0311946 | Time: 1875.54 ms [2021-01-21 03:06:53 main:574] : INFO : Epoch 785 | loss: 0.0311831 | val_loss: 0.0311921 | Time: 2050.45 ms [2021-01-21 03:06:55 main:574] : INFO : Epoch 786 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1901.86 ms [2021-01-21 03:06:56 main:574] : INFO : Epoch 787 | loss: 0.031182 | val_loss: 0.0311936 | Time: 1856.68 ms [2021-01-21 03:06:58 main:574] : INFO : Epoch 788 | loss: 0.0311816 | val_loss: 0.0311912 | Time: 1866.85 ms [2021-01-21 03:07:00 main:574] : INFO : Epoch 789 | loss: 0.0311809 | val_loss: 0.0311907 | Time: 1860.04 ms [2021-01-21 03:07:02 main:574] : INFO : Epoch 790 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 1905.65 ms [2021-01-21 03:07:04 main:574] : INFO : Epoch 791 | loss: 0.0311818 | val_loss: 0.031191 | Time: 1974.85 ms [2021-01-21 03:07:06 main:574] : INFO : Epoch 792 | loss: 0.031182 | val_loss: 0.0311893 | Time: 1867.54 ms [2021-01-21 03:07:08 main:574] : INFO : Epoch 793 | loss: 0.0311822 | val_loss: 0.03119 | Time: 1872.78 ms [2021-01-21 03:07:10 main:574] : INFO : Epoch 794 | loss: 0.0311815 | val_loss: 0.0311908 | Time: 1876.04 ms [2021-01-21 03:07:12 main:574] : INFO : Epoch 795 | loss: 0.0311814 | val_loss: 0.0311945 | Time: 1886.37 ms [2021-01-21 03:07:14 main:574] : INFO : Epoch 796 | loss: 0.031182 | val_loss: 0.0311904 | Time: 1961.36 ms [2021-01-21 03:07:16 main:574] : INFO : Epoch 797 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 1958.54 ms [2021-01-21 03:07:17 main:574] : INFO : Epoch 798 | loss: 0.0311826 | val_loss: 0.0311892 | Time: 1886.81 ms [2021-01-21 03:07:19 main:574] : INFO : Epoch 799 | loss: 0.0311824 | val_loss: 0.0311895 | Time: 2030.02 ms [2021-01-21 03:07:21 main:574] : INFO : Epoch 800 | loss: 0.0311818 | val_loss: 0.0311943 | Time: 1916.81 ms [2021-01-21 03:07:23 main:574] : INFO : Epoch 801 | loss: 0.0311856 | val_loss: 0.0311921 | Time: 1904.73 ms [2021-01-21 03:07:25 main:574] : INFO : Epoch 802 | loss: 0.0311851 | val_loss: 0.0311893 | Time: 2029.44 ms [2021-01-21 03:07:27 main:574] : INFO : Epoch 803 | loss: 0.0311817 | val_loss: 0.0311927 | Time: 1893.68 ms [2021-01-21 03:07:29 main:574] : INFO : Epoch 804 | loss: 0.0311813 | val_loss: 0.0311899 | Time: 1890.69 ms [2021-01-21 03:07:31 main:574] : INFO : Epoch 805 | loss: 0.0311806 | val_loss: 0.031191 | Time: 1875.7 ms [2021-01-21 03:07:33 main:574] : INFO : Epoch 806 | loss: 0.0311807 | val_loss: 0.0311902 | Time: 1900 ms [2021-01-21 03:07:35 main:574] : INFO : Epoch 807 | loss: 0.0311814 | val_loss: 0.0311899 | Time: 1936.43 ms [2021-01-21 03:07:37 main:574] : INFO : Epoch 808 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 1930.43 ms [2021-01-21 03:07:39 main:574] : INFO : Epoch 809 | loss: 0.0311814 | val_loss: 0.0311918 | Time: 1907.68 ms [2021-01-21 03:07:41 main:574] : INFO : Epoch 810 | loss: 0.0311815 | val_loss: 0.031189 | Time: 1933.25 ms [2021-01-21 03:07:43 main:574] : INFO : Epoch 811 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 2032.87 ms [2021-01-21 03:07:45 main:574] : INFO : Epoch 812 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 1941.77 ms [2021-01-21 03:07:47 main:574] : INFO : Epoch 813 | loss: 0.0311804 | val_loss: 0.0311884 | Time: 1878.31 ms [2021-01-21 03:07:49 main:574] : INFO : Epoch 814 | loss: 0.0311835 | val_loss: 0.0311894 | Time: 1867.96 ms [2021-01-21 03:07:50 main:574] : INFO : Epoch 815 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 1927.01 ms [2021-01-21 03:07:52 main:574] : INFO : Epoch 816 | loss: 0.0311811 | val_loss: 0.0311891 | Time: 1912.65 ms [2021-01-21 03:07:54 main:574] : INFO : Epoch 817 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1945.65 ms [2021-01-21 03:07:56 main:574] : INFO : Epoch 818 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 1881.68 ms [2021-01-21 03:07:58 main:574] : INFO : Epoch 819 | loss: 0.0311807 | val_loss: 0.0311923 | Time: 1956.4 ms [2021-01-21 03:08:00 main:574] : INFO : Epoch 820 | loss: 0.0311843 | val_loss: 0.0311907 | Time: 1868.87 ms [2021-01-21 03:08:02 main:574] : INFO : Epoch 821 | loss: 0.031184 | val_loss: 0.0311906 | Time: 1869.07 ms [2021-01-21 03:08:04 main:574] : INFO : Epoch 822 | loss: 0.0311839 | val_loss: 0.031195 | Time: 1937.46 ms [2021-01-21 03:08:06 main:574] : INFO : Epoch 823 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 1895.79 ms [2021-01-21 03:08:08 main:574] : INFO : Epoch 824 | loss: 0.0311825 | val_loss: 0.0311893 | Time: 1867.43 ms [2021-01-21 03:08:10 main:574] : INFO : Epoch 825 | loss: 0.0311828 | val_loss: 0.031191 | Time: 1871.6 ms [2021-01-21 03:08:12 main:574] : INFO : Epoch 826 | loss: 0.0311838 | val_loss: 0.0311915 | Time: 1923.94 ms [2021-01-21 03:08:14 main:574] : INFO : Epoch 827 | loss: 0.0311836 | val_loss: 0.0311915 | Time: 1865.35 ms [2021-01-21 03:08:16 main:574] : INFO : Epoch 828 | loss: 0.0311832 | val_loss: 0.0311955 | Time: 1926.85 ms [2021-01-21 03:08:17 main:574] : INFO : Epoch 829 | loss: 0.031183 | val_loss: 0.0311912 | Time: 1915.67 ms [2021-01-21 03:08:19 main:574] : INFO : Epoch 830 | loss: 0.0311828 | val_loss: 0.0311903 | Time: 1859.53 ms [2021-01-21 03:08:21 main:574] : INFO : Epoch 831 | loss: 0.0311833 | val_loss: 0.0311906 | Time: 1853.96 ms [2021-01-21 03:08:23 main:574] : INFO : Epoch 832 | loss: 0.0311838 | val_loss: 0.031193 | Time: 1866.21 ms [2021-01-21 03:08:25 main:574] : INFO : Epoch 833 | loss: 0.0311826 | val_loss: 0.0311899 | Time: 1853.27 ms [2021-01-21 03:08:27 main:574] : INFO : Epoch 834 | loss: 0.0311822 | val_loss: 0.0311902 | Time: 1855.16 ms [2021-01-21 03:08:29 main:574] : INFO : Epoch 835 | loss: 0.0311817 | val_loss: 0.031191 | Time: 1883.21 ms [2021-01-21 03:08:31 main:574] : INFO : Epoch 836 | loss: 0.0311816 | val_loss: 0.0311894 | Time: 1915.55 ms [2021-01-21 03:08:33 main:574] : INFO : Epoch 837 | loss: 0.0311833 | val_loss: 0.031189 | Time: 1907.24 ms [2021-01-21 03:08:35 main:574] : INFO : Epoch 838 | loss: 0.0311824 | val_loss: 0.0311912 | Time: 1851.71 ms [2021-01-21 03:08:36 main:574] : INFO : Epoch 839 | loss: 0.0311822 | val_loss: 0.0311904 | Time: 1879.07 ms [2021-01-21 03:08:38 main:574] : INFO : Epoch 840 | loss: 0.0311832 | val_loss: 0.0311899 | Time: 1914.38 ms [2021-01-21 03:08:40 main:574] : INFO : Epoch 841 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 1983.05 ms [2021-01-21 03:08:42 main:574] : INFO : Epoch 842 | loss: 0.0311809 | val_loss: 0.0311892 | Time: 1874.1 ms [2021-01-21 03:08:44 main:574] : INFO : Epoch 843 | loss: 0.0311813 | val_loss: 0.0311908 | Time: 1875.77 ms [2021-01-21 03:08:46 main:574] : INFO : Epoch 844 | loss: 0.0311822 | val_loss: 0.0311915 | Time: 1886.19 ms [2021-01-21 03:08:48 main:574] : INFO : Epoch 845 | loss: 0.0311814 | val_loss: 0.0311893 | Time: 1893.74 ms [2021-01-21 03:08:50 main:574] : INFO : Epoch 846 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 1922.18 ms [2021-01-21 03:08:52 main:574] : INFO : Epoch 847 | loss: 0.0311809 | val_loss: 0.031192 | Time: 1971.15 ms [2021-01-21 03:08:54 main:574] : INFO : Epoch 848 | loss: 0.0311814 | val_loss: 0.0311901 | Time: 1948.24 ms [2021-01-21 03:08:56 main:574] : INFO : Epoch 849 | loss: 0.03118 | val_loss: 0.0311908 | Time: 1928.3 ms [2021-01-21 03:08:58 main:574] : INFO : Epoch 850 | loss: 0.031181 | val_loss: 0.0311906 | Time: 1943.01 ms [2021-01-21 03:09:00 main:574] : INFO : Epoch 851 | loss: 0.0311789 | val_loss: 0.031191 | Time: 1928.82 ms [2021-01-21 03:09:02 main:574] : INFO : Epoch 852 | loss: 0.0311794 | val_loss: 0.0311936 | Time: 1873.07 ms [2021-01-21 03:09:04 main:574] : INFO : Epoch 853 | loss: 0.0311815 | val_loss: 0.03119 | Time: 1926.31 ms [2021-01-21 03:09:06 main:574] : INFO : Epoch 854 | loss: 0.0311788 | val_loss: 0.0311896 | Time: 1846.7 ms [2021-01-21 03:09:07 main:574] : INFO : Epoch 855 | loss: 0.0311789 | val_loss: 0.031192 | Time: 1880.08 ms [2021-01-21 03:09:09 main:574] : INFO : Epoch 856 | loss: 0.0311786 | val_loss: 0.03119 | Time: 1901.65 ms [2021-01-21 03:09:11 main:574] : INFO : Epoch 857 | loss: 0.0311789 | val_loss: 0.0311887 | Time: 1914.85 ms [2021-01-21 03:09:13 main:574] : INFO : Epoch 858 | loss: 0.0311787 | val_loss: 0.0311902 | Time: 1922.72 ms [2021-01-21 03:09:15 main:574] : INFO : Epoch 859 | loss: 0.0311801 | val_loss: 0.0311911 | Time: 1916.24 ms [2021-01-21 03:09:17 main:574] : INFO : Epoch 860 | loss: 0.0311794 | val_loss: 0.031191 | Time: 1873.29 ms [2021-01-21 03:09:19 main:574] : INFO : Epoch 861 | loss: 0.0311795 | val_loss: 0.0311888 | Time: 1887.75 ms [2021-01-21 03:09:21 main:574] : INFO : Epoch 862 | loss: 0.0311808 | val_loss: 0.0312009 | Time: 1883.52 ms [2021-01-21 03:09:23 main:574] : INFO : Epoch 863 | loss: 0.0311847 | val_loss: 0.0311903 | Time: 1890.53 ms [2021-01-21 03:09:25 main:574] : INFO : Epoch 864 | loss: 0.0311815 | val_loss: 0.03119 | Time: 1863.32 ms [2021-01-21 03:09:27 main:574] : INFO : Epoch 865 | loss: 0.0311794 | val_loss: 0.0311893 | Time: 1885.16 ms [2021-01-21 03:09:29 main:574] : INFO : Epoch 866 | loss: 0.0311792 | val_loss: 0.0311903 | Time: 1925.61 ms [2021-01-21 03:09:30 main:574] : INFO : Epoch 867 | loss: 0.0311789 | val_loss: 0.0311903 | Time: 1870.01 ms [2021-01-21 03:09:32 main:574] : INFO : Epoch 868 | loss: 0.0311792 | val_loss: 0.0311891 | Time: 1911.74 ms [2021-01-21 03:09:34 main:574] : INFO : Epoch 869 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 1887.44 ms [2021-01-21 03:09:36 main:574] : INFO : Epoch 870 | loss: 0.0311789 | val_loss: 0.0311905 | Time: 2024.67 ms [2021-01-21 03:09:38 main:574] : INFO : Epoch 871 | loss: 0.0311794 | val_loss: 0.0311892 | Time: 1921.72 ms [2021-01-21 03:09:40 main:574] : INFO : Epoch 872 | loss: 0.031179 | val_loss: 0.0311875 | Time: 1884.81 ms [2021-01-21 03:09:42 main:574] : INFO : Epoch 873 | loss: 0.0311785 | val_loss: 0.0311871 | Time: 1891.34 ms [2021-01-21 03:09:44 main:574] : INFO : Epoch 874 | loss: 0.0311781 | val_loss: 0.0311889 | Time: 1863.01 ms [2021-01-21 03:09:46 main:574] : INFO : Epoch 875 | loss: 0.031179 | val_loss: 0.0311911 | Time: 1853.42 ms [2021-01-21 03:09:48 main:574] : INFO : Epoch 876 | loss: 0.0311838 | val_loss: 0.0311875 | Time: 1862.51 ms [2021-01-21 03:09:50 main:574] : INFO : Epoch 877 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 1869.75 ms [2021-01-21 03:09:52 main:574] : INFO : Epoch 878 | loss: 0.0311803 | val_loss: 0.0311876 | Time: 1951.58 ms [2021-01-21 03:09:54 main:574] : INFO : Epoch 879 | loss: 0.0311786 | val_loss: 0.0311879 | Time: 1894.02 ms [2021-01-21 03:09:56 main:574] : INFO : Epoch 880 | loss: 0.0311778 | val_loss: 0.0311902 | Time: 1861.77 ms [2021-01-21 03:09:57 main:574] : INFO : Epoch 881 | loss: 0.0311782 | val_loss: 0.0311906 | Time: 1947.6 ms [2021-01-21 03:09:59 main:574] : INFO : Epoch 882 | loss: 0.0311784 | val_loss: 0.031191 | Time: 1913.48 ms [2021-01-21 03:10:01 main:574] : INFO : Epoch 883 | loss: 0.0311782 | val_loss: 0.0311893 | Time: 1957.86 ms [2021-01-21 03:10:03 main:574] : INFO : Epoch 884 | loss: 0.0311779 | val_loss: 0.0311921 | Time: 1901.91 ms [2021-01-21 03:10:05 main:574] : INFO : Epoch 885 | loss: 0.0311784 | val_loss: 0.0311894 | Time: 1856.71 ms [2021-01-21 03:10:07 main:574] : INFO : Epoch 886 | loss: 0.0311786 | val_loss: 0.031189 | Time: 1986.89 ms [2021-01-21 03:10:09 main:574] : INFO : Epoch 887 | loss: 0.0311787 | val_loss: 0.031191 | Time: 1901.95 ms [2021-01-21 03:10:11 main:574] : INFO : Epoch 888 | loss: 0.0311782 | val_loss: 0.03119 | Time: 1950.91 ms [2021-01-21 03:10:13 main:574] : INFO : Epoch 889 | loss: 0.0311779 | val_loss: 0.0311881 | Time: 1879.73 ms [2021-01-21 03:10:15 main:574] : INFO : Epoch 890 | loss: 0.0311782 | val_loss: 0.031189 | Time: 1874.36 ms [2021-01-21 03:10:17 main:574] : INFO : Epoch 891 | loss: 0.0311772 | val_loss: 0.0311904 | Time: 1918.08 ms [2021-01-21 03:10:19 main:574] : INFO : Epoch 892 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 1945.22 ms [2021-01-21 03:10:21 main:574] : INFO : Epoch 893 | loss: 0.0311779 | val_loss: 0.0311891 | Time: 1858.61 ms [2021-01-21 03:10:23 main:574] : INFO : Epoch 894 | loss: 0.0311784 | val_loss: 0.0311893 | Time: 1917.35 ms [2021-01-21 03:10:25 main:574] : INFO : Epoch 895 | loss: 0.031178 | val_loss: 0.0311882 | Time: 1885.18 ms [2021-01-21 03:10:27 main:574] : INFO : Epoch 896 | loss: 0.0311796 | val_loss: 0.0311908 | Time: 1885.64 ms [2021-01-21 03:10:29 main:574] : INFO : Epoch 897 | loss: 0.031178 | val_loss: 0.0311893 | Time: 1887.27 ms [2021-01-21 03:10:30 main:574] : INFO : Epoch 898 | loss: 0.0311794 | val_loss: 0.03119 | Time: 1932.65 ms [2021-01-21 03:10:32 main:574] : INFO : Epoch 899 | loss: 0.0311792 | val_loss: 0.0311912 | Time: 1953.81 ms [2021-01-21 03:10:34 main:574] : INFO : Epoch 900 | loss: 0.0311774 | val_loss: 0.0311884 | Time: 1885.47 ms [2021-01-21 03:10:36 main:574] : INFO : Epoch 901 | loss: 0.031177 | val_loss: 0.031191 | Time: 1924.14 ms [2021-01-21 03:10:38 main:574] : INFO : Epoch 902 | loss: 0.0311778 | val_loss: 0.0311921 | Time: 1864.78 ms [2021-01-21 03:10:40 main:574] : INFO : Epoch 903 | loss: 0.0311772 | val_loss: 0.0311908 | Time: 1987.33 ms [2021-01-21 03:10:42 main:574] : INFO : Epoch 904 | loss: 0.0311764 | val_loss: 0.0311894 | Time: 1957.45 ms [2021-01-21 03:10:44 main:574] : INFO : Epoch 905 | loss: 0.0311766 | val_loss: 0.0311895 | Time: 1854.19 ms [2021-01-21 03:10:46 main:574] : INFO : Epoch 906 | loss: 0.0311761 | val_loss: 0.0311892 | Time: 1909.79 ms [2021-01-21 03:10:48 main:574] : INFO : Epoch 907 | loss: 0.0311756 | val_loss: 0.0311922 | Time: 1910.89 ms [2021-01-21 03:10:50 main:574] : INFO : Epoch 908 | loss: 0.031178 | val_loss: 0.0311893 | Time: 1896.99 ms [2021-01-21 03:10:52 main:574] : INFO : Epoch 909 | loss: 0.0311804 | val_loss: 0.0311894 | Time: 2046.48 ms [2021-01-21 03:10:54 main:574] : INFO : Epoch 910 | loss: 0.0311801 | val_loss: 0.0311894 | Time: 2024.17 ms [2021-01-21 03:10:56 main:574] : INFO : Epoch 911 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 1969.02 ms [2021-01-21 03:10:58 main:574] : INFO : Epoch 912 | loss: 0.0311791 | val_loss: 0.0311887 | Time: 1915.41 ms [2021-01-21 03:11:00 main:574] : INFO : Epoch 913 | loss: 0.0311787 | val_loss: 0.031191 | Time: 1959.88 ms [2021-01-21 03:11:02 main:574] : INFO : Epoch 914 | loss: 0.0311785 | val_loss: 0.0311894 | Time: 1953.98 ms [2021-01-21 03:11:04 main:574] : INFO : Epoch 915 | loss: 0.031178 | val_loss: 0.0311899 | Time: 1894.65 ms [2021-01-21 03:11:06 main:574] : INFO : Epoch 916 | loss: 0.0311787 | val_loss: 0.031191 | Time: 1894.98 ms [2021-01-21 03:11:08 main:574] : INFO : Epoch 917 | loss: 0.0311795 | val_loss: 0.0311897 | Time: 1870.1 ms [2021-01-21 03:11:10 main:574] : INFO : Epoch 918 | loss: 0.0311783 | val_loss: 0.0311935 | Time: 2035.26 ms [2021-01-21 03:11:12 main:574] : INFO : Epoch 919 | loss: 0.0311782 | val_loss: 0.0311877 | Time: 1869.06 ms [2021-01-21 03:11:14 main:574] : INFO : Epoch 920 | loss: 0.0311775 | val_loss: 0.0311887 | Time: 1855.95 ms [2021-01-21 03:11:15 main:574] : INFO : Epoch 921 | loss: 0.0311772 | val_loss: 0.0311879 | Time: 1882.95 ms [2021-01-21 03:11:17 main:574] : INFO : Epoch 922 | loss: 0.0311779 | val_loss: 0.0311889 | Time: 1853.06 ms [2021-01-21 03:11:19 main:574] : INFO : Epoch 923 | loss: 0.0311786 | val_loss: 0.0311873 | Time: 1946.98 ms [2021-01-21 03:11:21 main:574] : INFO : Epoch 924 | loss: 0.0311776 | val_loss: 0.0311874 | Time: 1880.85 ms [2021-01-21 03:11:23 main:574] : INFO : Epoch 925 | loss: 0.0311771 | val_loss: 0.0311882 | Time: 1873.07 ms [2021-01-21 03:11:25 main:574] : INFO : Epoch 926 | loss: 0.0311816 | val_loss: 0.0311899 | Time: 1977.09 ms [2021-01-21 03:11:27 main:574] : INFO : Epoch 927 | loss: 0.0311806 | val_loss: 0.0311879 | Time: 1911.17 ms [2021-01-21 03:11:29 main:574] : INFO : Epoch 928 | loss: 0.0311795 | val_loss: 0.031188 | Time: 1930.87 ms [2021-01-21 03:11:31 main:574] : INFO : Epoch 929 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 1881.76 ms [2021-01-21 03:11:33 main:574] : INFO : Epoch 930 | loss: 0.0311784 | val_loss: 0.0311905 | Time: 1910.8 ms [2021-01-21 03:11:35 main:574] : INFO : Epoch 931 | loss: 0.0311785 | val_loss: 0.0311879 | Time: 1992.82 ms [2021-01-21 03:11:37 main:574] : INFO : Epoch 932 | loss: 0.0311772 | val_loss: 0.0311892 | Time: 1879.13 ms [2021-01-21 03:11:39 main:574] : INFO : Epoch 933 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 1864.81 ms [2021-01-21 03:11:41 main:574] : INFO : Epoch 934 | loss: 0.0311787 | val_loss: 0.0311928 | Time: 1956.61 ms [2021-01-21 03:11:43 main:574] : INFO : Epoch 935 | loss: 0.0311783 | val_loss: 0.0311893 | Time: 1881.02 ms [2021-01-21 03:11:45 main:574] : INFO : Epoch 936 | loss: 0.0311789 | val_loss: 0.031189 | Time: 1880.01 ms [2021-01-21 03:11:47 main:574] : INFO : Epoch 937 | loss: 0.0311812 | val_loss: 0.0311933 | Time: 1896.36 ms [2021-01-21 03:11:49 main:574] : INFO : Epoch 938 | loss: 0.0311851 | val_loss: 0.0311892 | Time: 1867.56 ms [2021-01-21 03:11:50 main:574] : INFO : Epoch 939 | loss: 0.0311798 | val_loss: 0.0311882 | Time: 1885.18 ms [2021-01-21 03:11:52 main:574] : INFO : Epoch 940 | loss: 0.0311791 | val_loss: 0.0311881 | Time: 1926.85 ms [2021-01-21 03:11:54 main:574] : INFO : Epoch 941 | loss: 0.0311786 | val_loss: 0.031188 | Time: 1879.84 ms [2021-01-21 03:11:56 main:574] : INFO : Epoch 942 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 1917.57 ms [2021-01-21 03:11:58 main:574] : INFO : Epoch 943 | loss: 0.0311781 | val_loss: 0.0311884 | Time: 1864.57 ms [2021-01-21 03:12:00 main:574] : INFO : Epoch 944 | loss: 0.0311773 | val_loss: 0.0311882 | Time: 1891.55 ms [2021-01-21 03:12:02 main:574] : INFO : Epoch 945 | loss: 0.0311768 | val_loss: 0.0311885 | Time: 1995.83 ms [2021-01-21 03:12:04 main:574] : INFO : Epoch 946 | loss: 0.0311779 | val_loss: 0.0311878 | Time: 1863.28 ms [2021-01-21 03:12:06 main:574] : INFO : Epoch 947 | loss: 0.0311785 | val_loss: 0.0311883 | Time: 1891.89 ms [2021-01-21 03:12:08 main:574] : INFO : Epoch 948 | loss: 0.0311795 | val_loss: 0.0311903 | Time: 1895.64 ms [2021-01-21 03:12:10 main:574] : INFO : Epoch 949 | loss: 0.0311767 | val_loss: 0.0311885 | Time: 1879.18 ms [2021-01-21 03:12:12 main:574] : INFO : Epoch 950 | loss: 0.0311765 | val_loss: 0.0311881 | Time: 1914.16 ms [2021-01-21 03:12:14 main:574] : INFO : Epoch 951 | loss: 0.0311761 | val_loss: 0.0311887 | Time: 2061.1 ms [2021-01-21 03:12:16 main:574] : INFO : Epoch 952 | loss: 0.031176 | val_loss: 0.0311927 | Time: 1903.36 ms [2021-01-21 03:12:18 main:574] : INFO : Epoch 953 | loss: 0.031178 | val_loss: 0.031197 | Time: 1884.06 ms [2021-01-21 03:12:20 main:574] : INFO : Epoch 954 | loss: 0.0311851 | val_loss: 0.0311903 | Time: 1950.82 ms [2021-01-21 03:12:22 main:574] : INFO : Epoch 955 | loss: 0.0311806 | val_loss: 0.0311875 | Time: 1925.94 ms [2021-01-21 03:12:24 main:574] : INFO : Epoch 956 | loss: 0.0311799 | val_loss: 0.031188 | Time: 1968.45 ms [2021-01-21 03:12:26 main:574] : INFO : Epoch 957 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 1879.51 ms [2021-01-21 03:12:27 main:574] : INFO : Epoch 958 | loss: 0.0311792 | val_loss: 0.0311885 | Time: 1859.26 ms [2021-01-21 03:12:29 main:574] : INFO : Epoch 959 | loss: 0.031178 | val_loss: 0.03119 | Time: 1896.89 ms [2021-01-21 03:12:31 main:574] : INFO : Epoch 960 | loss: 0.0311788 | val_loss: 0.0311896 | Time: 1902.38 ms [2021-01-21 03:12:33 main:574] : INFO : Epoch 961 | loss: 0.0311777 | val_loss: 0.0311882 | Time: 1933.39 ms [2021-01-21 03:12:35 main:574] : INFO : Epoch 962 | loss: 0.0311767 | val_loss: 0.031189 | Time: 1947.13 ms [2021-01-21 03:12:37 main:574] : INFO : Epoch 963 | loss: 0.031177 | val_loss: 0.0311891 | Time: 1869.15 ms [2021-01-21 03:12:39 main:574] : INFO : Epoch 964 | loss: 0.0311768 | val_loss: 0.0311885 | Time: 1961.97 ms [2021-01-21 03:12:41 main:574] : INFO : Epoch 965 | loss: 0.0311827 | val_loss: 0.0311873 | Time: 1885.26 ms [2021-01-21 03:12:43 main:574] : INFO : Epoch 966 | loss: 0.031183 | val_loss: 0.0311921 | Time: 1920.22 ms [2021-01-21 03:12:45 main:574] : INFO : Epoch 967 | loss: 0.0311829 | val_loss: 0.031192 | Time: 1977.16 ms [2021-01-21 03:12:47 main:574] : INFO : Epoch 968 | loss: 0.0311829 | val_loss: 0.0311898 | Time: 1929.25 ms [2021-01-21 03:12:49 main:574] : INFO : Epoch 969 | loss: 0.0311815 | val_loss: 0.0311888 | Time: 1954.58 ms [2021-01-21 03:12:51 main:574] : INFO : Epoch 970 | loss: 0.0311811 | val_loss: 0.031189 | Time: 1875.43 ms [2021-01-21 03:12:53 main:574] : INFO : Epoch 971 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 1922.58 ms [2021-01-21 03:12:55 main:574] : INFO : Epoch 972 | loss: 0.0311811 | val_loss: 0.0311944 | Time: 1864.07 ms [2021-01-21 03:12:57 main:574] : INFO : Epoch 973 | loss: 0.0311818 | val_loss: 0.0311879 | Time: 1945.64 ms [2021-01-21 03:12:59 main:574] : INFO : Epoch 974 | loss: 0.0311829 | val_loss: 0.0311924 | Time: 1929.26 ms [2021-01-21 03:13:00 main:574] : INFO : Epoch 975 | loss: 0.0311817 | val_loss: 0.0311882 | Time: 1838.92 ms [2021-01-21 03:13:02 main:574] : INFO : Epoch 976 | loss: 0.0311797 | val_loss: 0.0311887 | Time: 1859.77 ms [2021-01-21 03:13:04 main:574] : INFO : Epoch 977 | loss: 0.03118 | val_loss: 0.0311886 | Time: 1899.06 ms [2021-01-21 03:13:06 main:574] : INFO : Epoch 978 | loss: 0.0311794 | val_loss: 0.0311891 | Time: 1865.6 ms [2021-01-21 03:13:08 main:574] : INFO : Epoch 979 | loss: 0.0311804 | val_loss: 0.0311881 | Time: 1854.62 ms [2021-01-21 03:13:10 main:574] : INFO : Epoch 980 | loss: 0.031179 | val_loss: 0.0311883 | Time: 1861.16 ms [2021-01-21 03:13:12 main:574] : INFO : Epoch 981 | loss: 0.0311793 | val_loss: 0.0311906 | Time: 1860 ms [2021-01-21 03:13:14 main:574] : INFO : Epoch 982 | loss: 0.0311799 | val_loss: 0.0311887 | Time: 1861.84 ms [2021-01-21 03:13:15 main:574] : INFO : Epoch 983 | loss: 0.0311785 | val_loss: 0.0311882 | Time: 1861.45 ms [2021-01-21 03:13:17 main:574] : INFO : Epoch 984 | loss: 0.0311797 | val_loss: 0.0311945 | Time: 1861.5 ms [2021-01-21 03:13:19 main:574] : INFO : Epoch 985 | loss: 0.0311822 | val_loss: 0.0311941 | Time: 1877.03 ms [2021-01-21 03:13:21 main:574] : INFO : Epoch 986 | loss: 0.0311954 | val_loss: 0.0312828 | Time: 1877.19 ms [2021-01-21 03:13:23 main:574] : INFO : Epoch 987 | loss: 0.0337627 | val_loss: 0.0313109 | Time: 1910.28 ms [2021-01-21 03:13:25 main:574] : INFO : Epoch 988 | loss: 0.0492729 | val_loss: 0.03552 | Time: 2017.54 ms [2021-01-21 03:13:27 main:574] : INFO : Epoch 989 | loss: 0.0329847 | val_loss: 0.0317063 | Time: 1844.39 ms [2021-01-21 03:13:29 main:574] : INFO : Epoch 990 | loss: 0.0315165 | val_loss: 0.0313178 | Time: 1882.1 ms [2021-01-21 03:13:31 main:574] : INFO : Epoch 991 | loss: 0.0312752 | val_loss: 0.0312413 | Time: 1957.47 ms [2021-01-21 03:13:33 main:574] : INFO : Epoch 992 | loss: 0.0312229 | val_loss: 0.031211 | Time: 1994.57 ms [2021-01-21 03:13:35 main:574] : INFO : Epoch 993 | loss: 0.0312091 | val_loss: 0.0312052 | Time: 1976.59 ms [2021-01-21 03:13:37 main:574] : INFO : Epoch 994 | loss: 0.0312051 | val_loss: 0.0312026 | Time: 1869.53 ms [2021-01-21 03:13:39 main:574] : INFO : Epoch 995 | loss: 0.0312034 | val_loss: 0.0312015 | Time: 1901.51 ms [2021-01-21 03:13:40 main:574] : INFO : Epoch 996 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 1911.69 ms [2021-01-21 03:13:42 main:574] : INFO : Epoch 997 | loss: 0.0312014 | val_loss: 0.0312017 | Time: 1885.97 ms [2021-01-21 03:13:44 main:574] : INFO : Epoch 998 | loss: 0.0312012 | val_loss: 0.0312005 | Time: 1853.42 ms [2021-01-21 03:13:46 main:574] : INFO : Epoch 999 | loss: 0.0312004 | val_loss: 0.0312002 | Time: 1865.97 ms [2021-01-21 03:13:48 main:574] : INFO : Epoch 1000 | loss: 0.0312001 | val_loss: 0.0311998 | Time: 1940.22 ms [2021-01-21 03:13:50 main:574] : INFO : Epoch 1001 | loss: 0.0311997 | val_loss: 0.0311997 | Time: 1871.18 ms [2021-01-21 03:13:52 main:574] : INFO : Epoch 1002 | loss: 0.0311997 | val_loss: 0.0311994 | Time: 1882.66 ms [2021-01-21 03:13:54 main:574] : INFO : Epoch 1003 | loss: 0.0311993 | val_loss: 0.0311997 | Time: 2012.81 ms [2021-01-21 03:13:56 main:574] : INFO : Epoch 1004 | loss: 0.031199 | val_loss: 0.0311993 | Time: 1885.32 ms [2021-01-21 03:13:58 main:574] : INFO : Epoch 1005 | loss: 0.0311981 | val_loss: 0.0311983 | Time: 1902.85 ms [2021-01-21 03:14:00 main:574] : INFO : Epoch 1006 | loss: 0.0311975 | val_loss: 0.0311978 | Time: 1908.39 ms [2021-01-21 03:14:02 main:574] : INFO : Epoch 1007 | loss: 0.031197 | val_loss: 0.0311971 | Time: 1907.3 ms [2021-01-21 03:14:04 main:574] : INFO : Epoch 1008 | loss: 0.0311966 | val_loss: 0.0311976 | Time: 1941.79 ms [2021-01-21 03:14:06 main:574] : INFO : Epoch 1009 | loss: 0.0311966 | val_loss: 0.0311965 | Time: 1845.82 ms [2021-01-21 03:14:08 main:574] : INFO : Epoch 1010 | loss: 0.0311959 | val_loss: 0.0311974 | Time: 1933.8 ms [2021-01-21 03:14:09 main:574] : INFO : Epoch 1011 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 1865.66 ms [2021-01-21 03:14:11 main:574] : INFO : Epoch 1012 | loss: 0.0311952 | val_loss: 0.0311963 | Time: 1991.78 ms [2021-01-21 03:14:13 main:574] : INFO : Epoch 1013 | loss: 0.0311946 | val_loss: 0.0311959 | Time: 1894.98 ms [2021-01-21 03:14:15 main:574] : INFO : Epoch 1014 | loss: 0.0311943 | val_loss: 0.031196 | Time: 1939.34 ms [2021-01-21 03:14:17 main:574] : INFO : Epoch 1015 | loss: 0.0311939 | val_loss: 0.0311966 | Time: 1984 ms [2021-01-21 03:14:19 main:574] : INFO : Epoch 1016 | loss: 0.0311936 | val_loss: 0.0311959 | Time: 1919.72 ms [2021-01-21 03:14:21 main:574] : INFO : Epoch 1017 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 1990.14 ms [2021-01-21 03:14:23 main:574] : INFO : Epoch 1018 | loss: 0.0311933 | val_loss: 0.0311961 | Time: 1910.75 ms [2021-01-21 03:14:25 main:574] : INFO : Epoch 1019 | loss: 0.0311927 | val_loss: 0.0311957 | Time: 1957.28 ms [2021-01-21 03:14:27 main:574] : INFO : Epoch 1020 | loss: 0.0311924 | val_loss: 0.0311957 | Time: 1911.57 ms [2021-01-21 03:14:29 main:574] : INFO : Epoch 1021 | loss: 0.0311923 | val_loss: 0.0311958 | Time: 2021.15 ms [2021-01-21 03:14:31 main:574] : INFO : Epoch 1022 | loss: 0.031192 | val_loss: 0.0311954 | Time: 2004.4 ms [2021-01-21 03:14:33 main:574] : INFO : Epoch 1023 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 1884.35 ms [2021-01-21 03:14:35 main:574] : INFO : Epoch 1024 | loss: 0.0311916 | val_loss: 0.0311955 | Time: 1874.22 ms [2021-01-21 03:14:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311955 [2021-01-21 03:14:35 main:603] : INFO : Saving end state to config to file [2021-01-21 03:14:35 main:608] : INFO : Success, exiting.. 03:14:35 (8564): 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)