Task 3521882
| Name | ParityModified-1605151233-3333-8_2 |
| Workunit | 1692030 |
| Created | 3 Jan 2021, 18:38:40 UTC |
| Sent | 3 Jan 2021, 20:18:13 UTC |
| Report deadline | 10 Jan 2021, 20:18:13 UTC |
| Received | 4 Jan 2021, 6:00:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5849 |
| Run time | 32 min 2 sec |
| CPU time | 31 min 31 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,792.36 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>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 900.41 ms [2021-01-03 23:16:00 main:574] : INFO : Epoch 514 | loss: 0.0311902 | val_loss: 0.0311897 | Time: 1855.45 ms [2021-01-03 23:16:02 main:574] : INFO : Epoch 515 | loss: 0.03119 | val_loss: 0.0311889 | Time: 1823.01 ms [2021-01-03 23:16:04 main:574] : INFO : Epoch 516 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1890.38 ms [2021-01-03 23:16:06 main:574] : INFO : Epoch 517 | loss: 0.0311898 | val_loss: 0.0311902 | Time: 1817.89 ms [2021-01-03 23:16:08 main:574] : INFO : Epoch 518 | loss: 0.031192 | val_loss: 0.0311891 | Time: 1965.43 ms [2021-01-03 23:16:09 main:574] : INFO : Epoch 519 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 1762.11 ms [2021-01-03 23:16:11 main:574] : INFO : Epoch 520 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 1968.1 ms [2021-01-03 23:16:13 main:574] : INFO : Epoch 521 | loss: 0.0311897 | val_loss: 0.0311897 | Time: 1780.51 ms [2021-01-03 23:16:15 main:574] : INFO : Epoch 522 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1936.11 ms [2021-01-03 23:16:17 main:574] : INFO : Epoch 523 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 1767.55 ms [2021-01-03 23:16:19 main:574] : INFO : Epoch 524 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1931.66 ms [2021-01-03 23:16:21 main:574] : INFO : Epoch 525 | loss: 0.0311914 | val_loss: 0.0311905 | Time: 1778.58 ms [2021-01-03 23:16:23 main:574] : INFO : Epoch 526 | loss: 0.0311914 | val_loss: 0.031189 | Time: 1937.51 ms [2021-01-03 23:16:24 main:574] : INFO : Epoch 527 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1784.45 ms [2021-01-03 23:16:26 main:574] : INFO : Epoch 528 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1896.44 ms [2021-01-03 23:16:28 main:574] : INFO : Epoch 529 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 1865 ms [2021-01-03 23:16:30 main:574] : INFO : Epoch 530 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1833.35 ms [2021-01-03 23:16:32 main:574] : INFO : Epoch 531 | loss: 0.0311898 | val_loss: 0.03119 | Time: 1897.88 ms [2021-01-03 23:16:34 main:574] : INFO : Epoch 532 | loss: 0.0311897 | val_loss: 0.031189 | Time: 1781.7 ms [2021-01-03 23:16:36 main:574] : INFO : Epoch 533 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 1862.81 ms [2021-01-03 23:16:37 main:574] : INFO : Epoch 534 | loss: 0.0311907 | val_loss: 0.0311898 | Time: 1785.12 ms [2021-01-03 23:16:39 main:574] : INFO : Epoch 535 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 1954.53 ms [2021-01-03 23:16:41 main:574] : INFO : Epoch 536 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1778.38 ms [2021-01-03 23:16:43 main:574] : INFO : Epoch 537 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 1958.89 ms [2021-01-03 23:16:45 main:574] : INFO : Epoch 538 | loss: 0.0311908 | val_loss: 0.0311893 | Time: 1743.64 ms [2021-01-03 23:16:47 main:574] : INFO : Epoch 539 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 1979.8 ms [2021-01-03 23:16:49 main:574] : INFO : Epoch 540 | loss: 0.0311916 | val_loss: 0.0311954 | Time: 1786.73 ms [2021-01-03 23:16:51 main:574] : INFO : Epoch 541 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 1911.26 ms [2021-01-03 23:16:52 main:574] : INFO : Epoch 542 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 1796.2 ms [2021-01-03 23:16:54 main:574] : INFO : Epoch 543 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 1860.48 ms [2021-01-03 23:16:56 main:574] : INFO : Epoch 544 | loss: 0.0311908 | val_loss: 0.0311898 | Time: 1863.99 ms [2021-01-03 23:16:58 main:574] : INFO : Epoch 545 | loss: 0.0311894 | val_loss: 0.0311889 | Time: 1845.12 ms [2021-01-03 23:17:00 main:574] : INFO : Epoch 546 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 1946.53 ms [2021-01-03 23:17:02 main:574] : INFO : Epoch 547 | loss: 0.0311903 | val_loss: 0.0311901 | Time: 1769.94 ms [2021-01-03 23:17:04 main:574] : INFO : Epoch 548 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1955.15 ms [2021-01-03 23:17:06 main:574] : INFO : Epoch 549 | loss: 0.0311897 | val_loss: 0.0311898 | Time: 1830.36 ms [2021-01-03 23:17:08 main:574] : INFO : Epoch 550 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1928.74 ms [2021-01-03 23:17:09 main:574] : INFO : Epoch 551 | loss: 0.03119 | val_loss: 0.0311893 | Time: 1765.56 ms [2021-01-03 23:17:11 main:574] : INFO : Epoch 552 | loss: 0.0311908 | val_loss: 0.0311934 | Time: 1921.69 ms [2021-01-03 23:17:13 main:574] : INFO : Epoch 553 | loss: 0.0311919 | val_loss: 0.0311919 | Time: 1769.7 ms [2021-01-03 23:17:15 main:574] : INFO : Epoch 554 | loss: 0.0311928 | val_loss: 0.0311897 | Time: 1944.18 ms [2021-01-03 23:17:17 main:574] : INFO : Epoch 555 | loss: 0.0311911 | val_loss: 0.031189 | Time: 1800.27 ms [2021-01-03 23:17:19 main:574] : INFO : Epoch 556 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1889.01 ms [2021-01-03 23:17:20 main:574] : INFO : Epoch 557 | loss: 0.0311901 | val_loss: 0.0311894 | Time: 1831.87 ms [2021-01-03 23:17:22 main:574] : INFO : Epoch 558 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1853.7 ms [2021-01-03 23:17:24 main:574] : INFO : Epoch 559 | loss: 0.0311924 | val_loss: 0.0311975 | Time: 1869.78 ms [2021-01-03 23:17:26 main:574] : INFO : Epoch 560 | loss: 0.031193 | val_loss: 0.0311892 | Time: 1802.57 ms [2021-01-03 23:17:28 main:574] : INFO : Epoch 561 | loss: 0.0311912 | val_loss: 0.0311921 | Time: 1921.63 ms [2021-01-03 23:17:30 main:574] : INFO : Epoch 562 | loss: 0.0311911 | val_loss: 0.0311898 | Time: 1759.65 ms [2021-01-03 23:17:32 main:574] : INFO : Epoch 563 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 1934.82 ms [2021-01-03 23:17:33 main:574] : INFO : Epoch 564 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 1759.87 ms [2021-01-03 23:17:35 main:574] : INFO : Epoch 565 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 1923.18 ms [2021-01-03 23:17:37 main:574] : INFO : Epoch 566 | loss: 0.0311899 | val_loss: 0.0311896 | Time: 1897.66 ms [2021-01-03 23:17:39 main:574] : INFO : Epoch 567 | loss: 0.03119 | val_loss: 0.0311914 | Time: 1968.35 ms [2021-01-03 23:17:41 main:574] : INFO : Epoch 568 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1730.42 ms [2021-01-03 23:17:43 main:574] : INFO : Epoch 569 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1923.1 ms [2021-01-03 23:17:45 main:574] : INFO : Epoch 570 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 1760.44 ms [2021-01-03 23:17:47 main:574] : INFO : Epoch 571 | loss: 0.0311906 | val_loss: 0.0311898 | Time: 1880.97 ms [2021-01-03 23:17:49 main:574] : INFO : Epoch 572 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 1862.16 ms [2021-01-03 23:17:50 main:574] : INFO : Epoch 573 | loss: 0.0311898 | val_loss: 0.0311903 | Time: 1845.57 ms [2021-01-03 23:17:52 main:574] : INFO : Epoch 574 | loss: 0.03119 | val_loss: 0.0311892 | Time: 1864.44 ms [2021-01-03 23:17:54 main:574] : INFO : Epoch 575 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1788 ms [2021-01-03 23:17:56 main:574] : INFO : Epoch 576 | loss: 0.0311894 | val_loss: 0.0311893 | Time: 1934.31 ms [2021-01-03 23:17:58 main:574] : INFO : Epoch 577 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 1803.49 ms [2021-01-03 23:18:00 main:574] : INFO : Epoch 578 | loss: 0.03119 | val_loss: 0.0311894 | Time: 1956.33 ms [2021-01-03 23:18:02 main:574] : INFO : Epoch 579 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1788.92 ms [2021-01-03 23:18:04 main:574] : INFO : Epoch 580 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1924.46 ms [2021-01-03 23:18:05 main:574] : INFO : Epoch 581 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1758.25 ms [2021-01-03 23:18:07 main:574] : INFO : Epoch 582 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 1939.56 ms [2021-01-03 23:18:09 main:574] : INFO : Epoch 583 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1756.15 ms [2021-01-03 23:18:11 main:574] : INFO : Epoch 584 | loss: 0.0311904 | val_loss: 0.0311923 | Time: 1895.57 ms [2021-01-03 23:18:13 main:574] : INFO : Epoch 585 | loss: 0.0311902 | val_loss: 0.0311901 | Time: 1798.8 ms [2021-01-03 23:18:15 main:574] : INFO : Epoch 586 | loss: 0.0311898 | val_loss: 0.0311894 | Time: 1869.55 ms [2021-01-03 23:18:16 main:574] : INFO : Epoch 587 | loss: 0.0311909 | val_loss: 0.0311895 | Time: 1880.13 ms [2021-01-03 23:18:18 main:574] : INFO : Epoch 588 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 1826.72 ms [2021-01-03 23:18:20 main:574] : INFO : Epoch 589 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1926.23 ms [2021-01-03 23:18:22 main:574] : INFO : Epoch 590 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 1777.97 ms [2021-01-03 23:18:24 main:574] : INFO : Epoch 591 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1938.32 ms [2021-01-03 23:18:26 main:574] : INFO : Epoch 592 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1775.46 ms [2021-01-03 23:18:28 main:574] : INFO : Epoch 593 | loss: 0.0311908 | val_loss: 0.0311893 | Time: 1913.4 ms [2021-01-03 23:18:30 main:574] : INFO : Epoch 594 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 1774.77 ms [2021-01-03 23:18:31 main:574] : INFO : Epoch 595 | loss: 0.0311907 | val_loss: 0.0311905 | Time: 1959.28 ms [2021-01-03 23:18:33 main:574] : INFO : Epoch 596 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 1767.68 ms [2021-01-03 23:18:35 main:574] : INFO : Epoch 597 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1907.76 ms [2021-01-03 23:18:37 main:574] : INFO : Epoch 598 | loss: 0.0311897 | val_loss: 0.0311928 | Time: 1818.54 ms [2021-01-03 23:18:39 main:574] : INFO : Epoch 599 | loss: 0.0311907 | val_loss: 0.0311889 | Time: 1954.4 ms [2021-01-03 23:18:41 main:574] : INFO : Epoch 600 | loss: 0.0311898 | val_loss: 0.03119 | Time: 1813.65 ms [2021-01-03 23:18:43 main:574] : INFO : Epoch 601 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1857.33 ms [2021-01-03 23:18:45 main:574] : INFO : Epoch 602 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1860.04 ms [2021-01-03 23:18:46 main:574] : INFO : Epoch 603 | loss: 0.0311894 | val_loss: 0.031189 | Time: 1814.98 ms [2021-01-03 23:18:48 main:574] : INFO : Epoch 604 | loss: 0.031191 | val_loss: 0.031191 | Time: 1942.12 ms [2021-01-03 23:18:50 main:574] : INFO : Epoch 605 | loss: 0.0311924 | val_loss: 0.0311896 | Time: 1757.21 ms [2021-01-03 23:18:52 main:574] : INFO : Epoch 606 | loss: 0.03119 | val_loss: 0.0311893 | Time: 1938.58 ms [2021-01-03 23:18:54 main:574] : INFO : Epoch 607 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 1784.31 ms [2021-01-03 23:18:56 main:574] : INFO : Epoch 608 | loss: 0.0311925 | val_loss: 0.0311909 | Time: 1938.85 ms [2021-01-03 23:18:58 main:574] : INFO : Epoch 609 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 1771.83 ms [2021-01-03 23:19:00 main:574] : INFO : Epoch 610 | loss: 0.0311911 | val_loss: 0.0311938 | Time: 1939.28 ms [2021-01-03 23:19:01 main:574] : INFO : Epoch 611 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 1767.86 ms [2021-01-03 23:19:03 main:574] : INFO : Epoch 612 | loss: 0.03119 | val_loss: 0.0311897 | Time: 1929.87 ms [2021-01-03 23:19:05 main:574] : INFO : Epoch 613 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 1803.32 ms [2021-01-03 23:19:07 main:574] : INFO : Epoch 614 | loss: 0.0311903 | val_loss: 0.0311925 | Time: 1890.2 ms [2021-01-03 23:19:09 main:574] : INFO : Epoch 615 | loss: 0.0311902 | val_loss: 0.031189 | Time: 1834.85 ms [2021-01-03 23:19:11 main:574] : INFO : Epoch 616 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 1786.5 ms [2021-01-03 23:19:13 main:574] : INFO : Epoch 617 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1926.87 ms [2021-01-03 23:19:14 main:574] : INFO : Epoch 618 | loss: 0.03119 | val_loss: 0.0311904 | Time: 1798.63 ms [2021-01-03 23:19:16 main:574] : INFO : Epoch 619 | loss: 0.0311899 | val_loss: 0.0311925 | Time: 1925.8 ms [2021-01-03 23:19:18 main:574] : INFO : Epoch 620 | loss: 0.0311915 | val_loss: 0.0311891 | Time: 1755.39 ms [2021-01-03 23:19:20 main:574] : INFO : Epoch 621 | loss: 0.0311912 | val_loss: 0.0311914 | Time: 1928.71 ms [2021-01-03 23:19:22 main:574] : INFO : Epoch 622 | loss: 0.0311924 | val_loss: 0.03119 | Time: 1777.02 ms [2021-01-03 23:19:24 main:574] : INFO : Epoch 623 | loss: 0.0311901 | val_loss: 0.031189 | Time: 1936.74 ms [2021-01-03 23:19:25 main:574] : INFO : Epoch 624 | loss: 0.0311897 | val_loss: 0.03119 | Time: 1784.06 ms [2021-01-03 23:19:27 main:574] : INFO : Epoch 625 | loss: 0.0311906 | val_loss: 0.0311907 | Time: 1928.31 ms [2021-01-03 23:19:29 main:574] : INFO : Epoch 626 | loss: 0.031191 | val_loss: 0.03119 | Time: 1772.95 ms [2021-01-03 23:19:31 main:574] : INFO : Epoch 627 | loss: 0.03119 | val_loss: 0.0311895 | Time: 1896.98 ms [2021-01-03 23:19:33 main:574] : INFO : Epoch 628 | loss: 0.0311917 | val_loss: 0.0311936 | Time: 1834.88 ms [2021-01-03 23:19:35 main:574] : INFO : Epoch 629 | loss: 0.0311909 | val_loss: 0.0311894 | Time: 1825.71 ms [2021-01-03 23:19:37 main:574] : INFO : Epoch 630 | loss: 0.0311914 | val_loss: 0.0311902 | Time: 1886.13 ms [2021-01-03 23:19:39 main:574] : INFO : Epoch 631 | loss: 0.0311913 | val_loss: 0.0311892 | Time: 1819.25 ms [2021-01-03 23:19:41 main:574] : INFO : Epoch 632 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1944.2 ms [2021-01-03 23:19:42 main:574] : INFO : Epoch 633 | loss: 0.03119 | val_loss: 0.031189 | Time: 1756.58 ms [2021-01-03 23:19:44 main:574] : INFO : Epoch 634 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 1913.61 ms [2021-01-03 23:19:46 main:574] : INFO : Epoch 635 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 1742.06 ms [2021-01-03 23:19:48 main:574] : INFO : Epoch 636 | loss: 0.0311925 | val_loss: 0.0311892 | Time: 1908.48 ms [2021-01-03 23:19:50 main:574] : INFO : Epoch 637 | loss: 0.0311916 | val_loss: 0.0311916 | Time: 1730.88 ms [2021-01-03 23:19:52 main:574] : INFO : Epoch 638 | loss: 0.0311919 | val_loss: 0.0311914 | Time: 1951.74 ms [2021-01-03 23:19:53 main:574] : INFO : Epoch 639 | loss: 0.0311919 | val_loss: 0.0311904 | Time: 1811.34 ms [2021-01-03 23:19:55 main:574] : INFO : Epoch 640 | loss: 0.0311917 | val_loss: 0.0311896 | Time: 1936.8 ms [2021-01-03 23:19:57 main:574] : INFO : Epoch 641 | loss: 0.0311906 | val_loss: 0.0311919 | Time: 1823.56 ms [2021-01-03 23:19:59 main:574] : INFO : Epoch 642 | loss: 0.0311912 | val_loss: 0.0311892 | Time: 1846.33 ms [2021-01-03 23:20:01 main:574] : INFO : Epoch 643 | loss: 0.0311904 | val_loss: 0.031189 | Time: 1946.64 ms [2021-01-03 23:20:03 main:574] : INFO : Epoch 644 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1792.49 ms [2021-01-03 23:20:05 main:574] : INFO : Epoch 645 | loss: 0.0311907 | val_loss: 0.0311959 | Time: 1924.48 ms [2021-01-03 23:20:07 main:574] : INFO : Epoch 646 | loss: 0.031191 | val_loss: 0.0311894 | Time: 1773.23 ms [2021-01-03 23:20:08 main:574] : INFO : Epoch 647 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 1951.79 ms [2021-01-03 23:20:10 main:574] : INFO : Epoch 648 | loss: 0.0311897 | val_loss: 0.0311904 | Time: 1768.42 ms [2021-01-03 23:20:12 main:574] : INFO : Epoch 649 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 1915.88 ms [2021-01-03 23:20:14 main:574] : INFO : Epoch 650 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1788.84 ms [2021-01-03 23:20:16 main:574] : INFO : Epoch 651 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1940.13 ms [2021-01-03 23:20:18 main:574] : INFO : Epoch 652 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1749.69 ms [2021-01-03 23:20:20 main:574] : INFO : Epoch 653 | loss: 0.0311901 | val_loss: 0.0311934 | Time: 1899.91 ms [2021-01-03 23:20:21 main:574] : INFO : Epoch 654 | loss: 0.0311914 | val_loss: 0.0311892 | Time: 1796.52 ms [2021-01-03 23:20:23 main:574] : INFO : Epoch 655 | loss: 0.0311904 | val_loss: 0.0311896 | Time: 1894.24 ms [2021-01-03 23:20:25 main:574] : INFO : Epoch 656 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1845.26 ms [2021-01-03 23:20:27 main:574] : INFO : Epoch 657 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 1857.96 ms [2021-01-03 23:20:29 main:574] : INFO : Epoch 658 | loss: 0.0311916 | val_loss: 0.0311891 | Time: 1914.77 ms [2021-01-03 23:20:31 main:574] : INFO : Epoch 659 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 1803.4 ms [2021-01-03 23:20:33 main:574] : INFO : Epoch 660 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 1955.35 ms [2021-01-03 23:20:35 main:574] : INFO : Epoch 661 | loss: 0.0311919 | val_loss: 0.0311907 | Time: 1749.17 ms [2021-01-03 23:20:36 main:574] : INFO : Epoch 662 | loss: 0.0311922 | val_loss: 0.031194 | Time: 1945.2 ms [2021-01-03 23:20:38 main:574] : INFO : Epoch 663 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 1764.15 ms [2021-01-03 23:20:40 main:574] : INFO : Epoch 664 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1934.85 ms [2021-01-03 23:20:42 main:574] : INFO : Epoch 665 | loss: 0.0311901 | val_loss: 0.03119 | Time: 1796.14 ms [2021-01-03 23:20:44 main:574] : INFO : Epoch 666 | loss: 0.0311903 | val_loss: 0.031189 | Time: 1951.07 ms [2021-01-03 23:20:46 main:574] : INFO : Epoch 667 | loss: 0.03119 | val_loss: 0.0311895 | Time: 1752.64 ms [2021-01-03 23:20:48 main:574] : INFO : Epoch 668 | loss: 0.0311902 | val_loss: 0.0311908 | Time: 1890.62 ms [2021-01-03 23:20:49 main:574] : INFO : Epoch 669 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1818.82 ms [2021-01-03 23:20:51 main:574] : INFO : Epoch 670 | loss: 0.03119 | val_loss: 0.0311915 | Time: 1856.93 ms [2021-01-03 23:20:53 main:574] : INFO : Epoch 671 | loss: 0.0311925 | val_loss: 0.03119 | Time: 1853.44 ms [2021-01-03 23:20:55 main:574] : INFO : Epoch 672 | loss: 0.0311931 | val_loss: 0.0311904 | Time: 1825.14 ms [2021-01-03 23:20:57 main:574] : INFO : Epoch 673 | loss: 0.0312006 | val_loss: 0.0312054 | Time: 1928.65 ms [2021-01-03 23:20:59 main:574] : INFO : Epoch 674 | loss: 0.0312148 | val_loss: 0.031199 | Time: 1753.26 ms [2021-01-03 23:21:01 main:574] : INFO : Epoch 675 | loss: 0.0311996 | val_loss: 0.0311919 | Time: 1960.93 ms [2021-01-03 23:21:02 main:574] : INFO : Epoch 676 | loss: 0.0311922 | val_loss: 0.0311897 | Time: 1771.72 ms [2021-01-03 23:21:04 main:574] : INFO : Epoch 677 | loss: 0.0311908 | val_loss: 0.0311894 | Time: 1953.99 ms [2021-01-03 23:21:06 main:574] : INFO : Epoch 678 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1801 ms [2021-01-03 23:21:08 main:574] : INFO : Epoch 679 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 1928.24 ms [2021-01-03 23:21:10 main:574] : INFO : Epoch 680 | loss: 0.0311907 | val_loss: 0.0311893 | Time: 1764.76 ms [2021-01-03 23:21:12 main:574] : INFO : Epoch 681 | loss: 0.0311903 | val_loss: 0.0311895 | Time: 1898.47 ms [2021-01-03 23:21:14 main:574] : INFO : Epoch 682 | loss: 0.0311923 | val_loss: 0.0311893 | Time: 1774.39 ms [2021-01-03 23:21:16 main:574] : INFO : Epoch 683 | loss: 0.0311915 | val_loss: 0.0311895 | Time: 1922.8 ms [2021-01-03 23:21:17 main:574] : INFO : Epoch 684 | loss: 0.0311901 | val_loss: 0.031189 | Time: 1837.31 ms [2021-01-03 23:21:19 main:574] : INFO : Epoch 685 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 1864.25 ms [2021-01-03 23:21:21 main:574] : INFO : Epoch 686 | loss: 0.0311897 | val_loss: 0.031189 | Time: 1876.39 ms [2021-01-03 23:21:23 main:574] : INFO : Epoch 687 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 1818.22 ms [2021-01-03 23:21:25 main:574] : INFO : Epoch 688 | loss: 0.0311909 | val_loss: 0.0311914 | Time: 1961.37 ms [2021-01-03 23:21:27 main:574] : INFO : Epoch 689 | loss: 0.0311926 | val_loss: 0.0311901 | Time: 1766.17 ms [2021-01-03 23:21:29 main:574] : INFO : Epoch 690 | loss: 0.0311911 | val_loss: 0.0311895 | Time: 1953.2 ms [2021-01-03 23:21:31 main:574] : INFO : Epoch 691 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 1802.47 ms [2021-01-03 23:21:32 main:574] : INFO : Epoch 692 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 1928.19 ms [2021-01-03 23:21:34 main:574] : INFO : Epoch 693 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 1779.16 ms [2021-01-03 23:21:36 main:574] : INFO : Epoch 694 | loss: 0.031193 | val_loss: 0.0311934 | Time: 1966.95 ms [2021-01-03 23:21:38 main:574] : INFO : Epoch 695 | loss: 0.0311903 | val_loss: 0.0311905 | Time: 1727.78 ms [2021-01-03 23:21:40 main:574] : INFO : Epoch 696 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 1946.74 ms [2021-01-03 23:21:42 main:574] : INFO : Epoch 697 | loss: 0.0311898 | val_loss: 0.0311907 | Time: 1763.86 ms [2021-01-03 23:21:44 main:574] : INFO : Epoch 698 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 1909.26 ms [2021-01-03 23:21:46 main:574] : INFO : Epoch 699 | loss: 0.0311904 | val_loss: 0.0311889 | Time: 1844.63 ms [2021-01-03 23:21:47 main:574] : INFO : Epoch 700 | loss: 0.0311904 | val_loss: 0.031189 | Time: 1853.71 ms [2021-01-03 23:21:49 main:574] : INFO : Epoch 701 | loss: 0.0311901 | val_loss: 0.0311892 | Time: 1908.98 ms [2021-01-03 23:21:51 main:574] : INFO : Epoch 702 | loss: 0.0311894 | val_loss: 0.031191 | Time: 1821.43 ms [2021-01-03 23:21:53 main:574] : INFO : Epoch 703 | loss: 0.0311897 | val_loss: 0.0311902 | Time: 1959.44 ms [2021-01-03 23:21:55 main:574] : INFO : Epoch 704 | loss: 0.0311898 | val_loss: 0.0311891 | Time: 1747.38 ms [2021-01-03 23:21:57 main:574] : INFO : Epoch 705 | loss: 0.0311898 | val_loss: 0.0311906 | Time: 1991.03 ms [2021-01-03 23:21:59 main:574] : INFO : Epoch 706 | loss: 0.0311902 | val_loss: 0.0311889 | Time: 1780.89 ms [2021-01-03 23:22:01 main:574] : INFO : Epoch 707 | loss: 0.031191 | val_loss: 0.0311905 | Time: 1942.97 ms [2021-01-03 23:22:02 main:574] : INFO : Epoch 708 | loss: 0.0311925 | val_loss: 0.0311897 | Time: 1770.58 ms [2021-01-03 23:22:04 main:574] : INFO : Epoch 709 | loss: 0.0311905 | val_loss: 0.0311891 | Time: 1913.84 ms [2021-01-03 23:22:06 main:574] : INFO : Epoch 710 | loss: 0.0311896 | val_loss: 0.0311897 | Time: 1782.55 ms [2021-01-03 23:22:08 main:574] : INFO : Epoch 711 | loss: 0.0311925 | val_loss: 0.0311902 | Time: 1954.42 ms [2021-01-03 23:22:10 main:574] : INFO : Epoch 712 | loss: 0.0311959 | val_loss: 0.0311896 | Time: 1780.13 ms [2021-01-03 23:22:12 main:574] : INFO : Epoch 713 | loss: 0.0311935 | val_loss: 0.0311939 | Time: 1899.1 ms [2021-01-03 23:22:14 main:574] : INFO : Epoch 714 | loss: 0.0311929 | val_loss: 0.0311891 | Time: 1853.16 ms [2021-01-03 23:22:15 main:574] : INFO : Epoch 715 | loss: 0.0311914 | val_loss: 0.031189 | Time: 1847.6 ms [2021-01-03 23:22:17 main:574] : INFO : Epoch 716 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 1876.1 ms [2021-01-03 23:22:19 main:574] : INFO : Epoch 717 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1787.22 ms [2021-01-03 23:22:21 main:574] : INFO : Epoch 718 | loss: 0.03119 | val_loss: 0.0311893 | Time: 1934.21 ms [2021-01-03 23:22:23 main:574] : INFO : Epoch 719 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 1742.42 ms [2021-01-03 23:22:25 main:574] : INFO : Epoch 720 | loss: 0.03119 | val_loss: 0.0311899 | Time: 1918.39 ms [2021-01-03 23:22:27 main:574] : INFO : Epoch 721 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1774.26 ms [2021-01-03 23:22:29 main:574] : INFO : Epoch 722 | loss: 0.0311898 | val_loss: 0.03119 | Time: 1926.66 ms [2021-01-03 23:22:30 main:574] : INFO : Epoch 723 | loss: 0.0311905 | val_loss: 0.0311891 | Time: 1761.06 ms [2021-01-03 23:22:32 main:574] : INFO : Epoch 724 | loss: 0.0311905 | val_loss: 0.0311908 | Time: 1923.77 ms [2021-01-03 23:22:34 main:574] : INFO : Epoch 725 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 1779.01 ms [2021-01-03 23:22:36 main:574] : INFO : Epoch 726 | loss: 0.0311908 | val_loss: 0.0311891 | Time: 1905.28 ms [2021-01-03 23:22:38 main:574] : INFO : Epoch 727 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 1836.84 ms [2021-01-03 23:22:40 main:574] : INFO : Epoch 728 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1850.24 ms [2021-01-03 23:22:42 main:574] : INFO : Epoch 729 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 1861.52 ms [2021-01-03 23:22:43 main:574] : INFO : Epoch 730 | loss: 0.0311903 | val_loss: 0.0311903 | Time: 1831.45 ms [2021-01-03 23:22:45 main:574] : INFO : Epoch 731 | loss: 0.0311902 | val_loss: 0.0311898 | Time: 1962.28 ms [2021-01-03 23:22:47 main:574] : INFO : Epoch 732 | loss: 0.0311907 | val_loss: 0.0311899 | Time: 1782.11 ms [2021-01-03 23:22:49 main:574] : INFO : Epoch 733 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1946.42 ms [2021-01-03 23:22:51 main:574] : INFO : Epoch 734 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 1783.49 ms [2021-01-03 23:22:53 main:574] : INFO : Epoch 735 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1953 ms [2021-01-03 23:22:55 main:574] : INFO : Epoch 736 | loss: 0.0311903 | val_loss: 0.0311932 | Time: 1764.97 ms [2021-01-03 23:22:57 main:574] : INFO : Epoch 737 | loss: 0.0311925 | val_loss: 0.0311905 | Time: 1907.24 ms [2021-01-03 23:22:58 main:574] : INFO : Epoch 738 | loss: 0.0311914 | val_loss: 0.0311899 | Time: 1797.73 ms [2021-01-03 23:23:00 main:574] : INFO : Epoch 739 | loss: 0.03119 | val_loss: 0.0311908 | Time: 1934.87 ms [2021-01-03 23:23:02 main:574] : INFO : Epoch 740 | loss: 0.0311912 | val_loss: 0.0311901 | Time: 1820.23 ms [2021-01-03 23:23:04 main:574] : INFO : Epoch 741 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 1913.93 ms [2021-01-03 23:23:06 main:574] : INFO : Epoch 742 | loss: 0.031191 | val_loss: 0.0311908 | Time: 1848.11 ms [2021-01-03 23:23:08 main:574] : INFO : Epoch 743 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1879.96 ms [2021-01-03 23:23:10 main:574] : INFO : Epoch 744 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 1877.35 ms [2021-01-03 23:23:12 main:574] : INFO : Epoch 745 | loss: 0.0311901 | val_loss: 0.0311894 | Time: 1797.12 ms [2021-01-03 23:23:13 main:574] : INFO : Epoch 746 | loss: 0.03119 | val_loss: 0.0311909 | Time: 1932.05 ms [2021-01-03 23:23:15 main:574] : INFO : Epoch 747 | loss: 0.0311901 | val_loss: 0.031189 | Time: 1768.69 ms [2021-01-03 23:23:17 main:574] : INFO : Epoch 748 | loss: 0.0311895 | val_loss: 0.0311897 | Time: 1933.27 ms [2021-01-03 23:23:19 main:574] : INFO : Epoch 749 | loss: 0.0311894 | val_loss: 0.0311896 | Time: 1802.29 ms [2021-01-03 23:23:21 main:574] : INFO : Epoch 750 | loss: 0.0311897 | val_loss: 0.0311895 | Time: 1946.94 ms [2021-01-03 23:23:23 main:574] : INFO : Epoch 751 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1764.09 ms [2021-01-03 23:23:25 main:574] : INFO : Epoch 752 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 1950.9 ms [2021-01-03 23:23:26 main:574] : INFO : Epoch 753 | loss: 0.03119 | val_loss: 0.0311896 | Time: 1764.84 ms [2021-01-03 23:23:28 main:574] : INFO : Epoch 754 | loss: 0.0311894 | val_loss: 0.0311894 | Time: 1947.71 ms [2021-01-03 23:23:30 main:574] : INFO : Epoch 755 | loss: 0.0311904 | val_loss: 0.031189 | Time: 1781.97 ms [2021-01-03 23:23:32 main:574] : INFO : Epoch 756 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 1891.1 ms [2021-01-03 23:23:34 main:574] : INFO : Epoch 757 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1843.93 ms [2021-01-03 23:23:36 main:574] : INFO : Epoch 758 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 1823.6 ms [2021-01-03 23:23:38 main:574] : INFO : Epoch 759 | loss: 0.0311928 | val_loss: 0.0311934 | Time: 1882.53 ms [2021-01-03 23:23:40 main:574] : INFO : Epoch 760 | loss: 0.0311922 | val_loss: 0.0311894 | Time: 1789.2 ms [2021-01-03 23:23:41 main:574] : INFO : Epoch 761 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1900.72 ms [2021-01-03 23:23:43 main:574] : INFO : Epoch 762 | loss: 0.0311901 | val_loss: 0.0311935 | Time: 1762.53 ms [2021-01-03 23:23:45 main:574] : INFO : Epoch 763 | loss: 0.0311904 | val_loss: 0.0311894 | Time: 1936.46 ms [2021-01-03 23:23:47 main:574] : INFO : Epoch 764 | loss: 0.0311899 | val_loss: 0.0311899 | Time: 1770.08 ms [2021-01-03 23:23:49 main:574] : INFO : Epoch 765 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 1926.68 ms [2021-01-03 23:23:51 main:574] : INFO : Epoch 766 | loss: 0.0311913 | val_loss: 0.031193 | Time: 1788.28 ms [2021-01-03 23:23:53 main:574] : INFO : Epoch 767 | loss: 0.0311904 | val_loss: 0.0311914 | Time: 1972.48 ms [2021-01-03 23:23:54 main:574] : INFO : Epoch 768 | loss: 0.0311922 | val_loss: 0.0311891 | Time: 1784.42 ms [2021-01-03 23:23:56 main:574] : INFO : Epoch 769 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 1905.12 ms [2021-01-03 23:23:58 main:574] : INFO : Epoch 770 | loss: 0.0311897 | val_loss: 0.031193 | Time: 1821.37 ms [2021-01-03 23:24:00 main:574] : INFO : Epoch 771 | loss: 0.0311917 | val_loss: 0.0311892 | Time: 1895.38 ms [2021-01-03 23:24:02 main:574] : INFO : Epoch 772 | loss: 0.0311898 | val_loss: 0.0311893 | Time: 1846.28 ms [2021-01-03 23:24:04 main:574] : INFO : Epoch 773 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 1850.33 ms [2021-01-03 23:24:06 main:574] : INFO : Epoch 774 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1901.31 ms [2021-01-03 23:24:08 main:574] : INFO : Epoch 775 | loss: 0.0311909 | val_loss: 0.0311908 | Time: 1801.23 ms [2021-01-03 23:24:09 main:574] : INFO : Epoch 776 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 1913.38 ms [2021-01-03 23:24:11 main:574] : INFO : Epoch 777 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 1796.94 ms [2021-01-03 23:24:13 main:574] : INFO : Epoch 778 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 1943.67 ms [2021-01-03 23:24:15 main:574] : INFO : Epoch 779 | loss: 0.0311899 | val_loss: 0.0311944 | Time: 1845.63 ms [2021-01-03 23:24:17 main:574] : INFO : Epoch 780 | loss: 0.0311913 | val_loss: 0.0311895 | Time: 1895.97 ms [2021-01-03 23:24:19 main:574] : INFO : Epoch 781 | loss: 0.03119 | val_loss: 0.0311892 | Time: 1796.09 ms [2021-01-03 23:24:21 main:574] : INFO : Epoch 782 | loss: 0.0311906 | val_loss: 0.0311896 | Time: 1955.1 ms [2021-01-03 23:24:23 main:574] : INFO : Epoch 783 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 1745.85 ms [2021-01-03 23:24:24 main:574] : INFO : Epoch 784 | loss: 0.0311897 | val_loss: 0.0311906 | Time: 1931.7 ms [2021-01-03 23:24:26 main:574] : INFO : Epoch 785 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 1830.34 ms [2021-01-03 23:24:28 main:574] : INFO : Epoch 786 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1898.54 ms [2021-01-03 23:24:30 main:574] : INFO : Epoch 787 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1831.4 ms [2021-01-03 23:24:32 main:574] : INFO : Epoch 788 | loss: 0.03119 | val_loss: 0.031192 | Time: 1856.38 ms [2021-01-03 23:24:34 main:574] : INFO : Epoch 789 | loss: 0.0311902 | val_loss: 0.0311891 | Time: 1864.08 ms [2021-01-03 23:24:36 main:574] : INFO : Epoch 790 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1766.04 ms [2021-01-03 23:24:38 main:574] : INFO : Epoch 791 | loss: 0.0311901 | val_loss: 0.0311928 | Time: 1921.65 ms [2021-01-03 23:24:39 main:574] : INFO : Epoch 792 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 1779.97 ms [2021-01-03 23:24:41 main:574] : INFO : Epoch 793 | loss: 0.0311906 | val_loss: 0.031192 | Time: 1909.51 ms [2021-01-03 23:24:43 main:574] : INFO : Epoch 794 | loss: 0.0311905 | val_loss: 0.0311908 | Time: 1784.62 ms [2021-01-03 23:24:45 main:574] : INFO : Epoch 795 | loss: 0.03119 | val_loss: 0.0311899 | Time: 1949.51 ms [2021-01-03 23:24:47 main:574] : INFO : Epoch 796 | loss: 0.0311898 | val_loss: 0.0311898 | Time: 1785.15 ms [2021-01-03 23:24:49 main:574] : INFO : Epoch 797 | loss: 0.0311902 | val_loss: 0.031189 | Time: 2079.59 ms [2021-01-03 23:24:51 main:574] : INFO : Epoch 798 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 1787.74 ms [2021-01-03 23:24:53 main:574] : INFO : Epoch 799 | loss: 0.0311907 | val_loss: 0.031189 | Time: 1931.53 ms [2021-01-03 23:24:54 main:574] : INFO : Epoch 800 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 1798.22 ms [2021-01-03 23:24:56 main:574] : INFO : Epoch 801 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 1879.34 ms [2021-01-03 23:24:58 main:574] : INFO : Epoch 802 | loss: 0.0311906 | val_loss: 0.0311891 | Time: 1859.72 ms [2021-01-03 23:25:00 main:574] : INFO : Epoch 803 | loss: 0.0311905 | val_loss: 0.0311892 | Time: 1817.14 ms [2021-01-03 23:25:02 main:574] : INFO : Epoch 804 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1892.38 ms [2021-01-03 23:25:04 main:574] : INFO : Epoch 805 | loss: 0.0311908 | val_loss: 0.0311899 | Time: 1785.33 ms [2021-01-03 23:25:06 main:574] : INFO : Epoch 806 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 1966.13 ms [2021-01-03 23:25:07 main:574] : INFO : Epoch 807 | loss: 0.03119 | val_loss: 0.0311907 | Time: 1763.32 ms [2021-01-03 23:25:09 main:574] : INFO : Epoch 808 | loss: 0.0311925 | val_loss: 0.0311899 | Time: 1939.61 ms [2021-01-03 23:25:11 main:574] : INFO : Epoch 809 | loss: 0.0311904 | val_loss: 0.0311893 | Time: 1791.31 ms [2021-01-03 23:25:13 main:574] : INFO : Epoch 810 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 1961.84 ms [2021-01-03 23:25:15 main:574] : INFO : Epoch 811 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 1800.9 ms [2021-01-03 23:25:17 main:574] : INFO : Epoch 812 | loss: 0.0311897 | val_loss: 0.03119 | Time: 1917.43 ms [2021-01-03 23:25:19 main:574] : INFO : Epoch 813 | loss: 0.0311909 | val_loss: 0.0311893 | Time: 1759.63 ms [2021-01-03 23:25:21 main:574] : INFO : Epoch 814 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1901.1 ms [2021-01-03 23:25:22 main:574] : INFO : Epoch 815 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 1827.39 ms [2021-01-03 23:25:24 main:574] : INFO : Epoch 816 | loss: 0.0311917 | val_loss: 0.0311941 | Time: 1882.34 ms [2021-01-03 23:25:26 main:574] : INFO : Epoch 817 | loss: 0.0311937 | val_loss: 0.0311945 | Time: 1864.68 ms [2021-01-03 23:25:28 main:574] : INFO : Epoch 818 | loss: 0.0311921 | val_loss: 0.0311908 | Time: 1789.74 ms [2021-01-03 23:25:30 main:574] : INFO : Epoch 819 | loss: 0.0311901 | val_loss: 0.0311907 | Time: 1911.6 ms [2021-01-03 23:25:32 main:574] : INFO : Epoch 820 | loss: 0.0311907 | val_loss: 0.031193 | Time: 1778.23 ms [2021-01-03 23:25:34 main:574] : INFO : Epoch 821 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1948.05 ms [2021-01-03 23:25:35 main:574] : INFO : Epoch 822 | loss: 0.0311896 | val_loss: 0.0311902 | Time: 1805.49 ms [2021-01-03 23:25:37 main:574] : INFO : Epoch 823 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 1965.6 ms [2021-01-03 23:25:39 main:574] : INFO : Epoch 824 | loss: 0.0311906 | val_loss: 0.0311922 | Time: 1781.71 ms [2021-01-03 23:25:41 main:574] : INFO : Epoch 825 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 1947.13 ms [2021-01-03 23:25:43 main:574] : INFO : Epoch 826 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1783.92 ms [2021-01-03 23:25:45 main:574] : INFO : Epoch 827 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 1906.87 ms [2021-01-03 23:25:47 main:574] : INFO : Epoch 828 | loss: 0.0311894 | val_loss: 0.0311893 | Time: 1775.55 ms [2021-01-03 23:25:49 main:574] : INFO : Epoch 829 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1905.74 ms [2021-01-03 23:25:50 main:574] : INFO : Epoch 830 | loss: 0.031191 | val_loss: 0.0311925 | Time: 1840.95 ms [2021-01-03 23:25:52 main:574] : INFO : Epoch 831 | loss: 0.0311916 | val_loss: 0.03119 | Time: 1861.58 ms [2021-01-03 23:25:54 main:574] : INFO : Epoch 832 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1881.68 ms [2021-01-03 23:25:56 main:574] : INFO : Epoch 833 | loss: 0.0311899 | val_loss: 0.0311896 | Time: 1815.11 ms [2021-01-03 23:25:58 main:574] : INFO : Epoch 834 | loss: 0.0311896 | val_loss: 0.0311894 | Time: 1947.08 ms [2021-01-03 23:26:00 main:574] : INFO : Epoch 835 | loss: 0.0311899 | val_loss: 0.0311894 | Time: 1746.06 ms [2021-01-03 23:26:02 main:574] : INFO : Epoch 836 | loss: 0.0311895 | val_loss: 0.0311894 | Time: 1948.35 ms [2021-01-03 23:26:04 main:574] : INFO : Epoch 837 | loss: 0.0311905 | val_loss: 0.0311892 | Time: 1804.86 ms [2021-01-03 23:26:06 main:574] : INFO : Epoch 838 | loss: 0.0311915 | val_loss: 0.0311902 | Time: 1969.59 ms [2021-01-03 23:26:07 main:574] : INFO : Epoch 839 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 1845.16 ms [2021-01-03 23:26:09 main:574] : INFO : Epoch 840 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 1930.72 ms [2021-01-03 23:26:11 main:574] : INFO : Epoch 841 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1756.88 ms [2021-01-03 23:26:13 main:574] : INFO : Epoch 842 | loss: 0.0311906 | val_loss: 0.031189 | Time: 1937.86 ms [2021-01-03 23:26:15 main:574] : INFO : Epoch 843 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 1772.17 ms [2021-01-03 23:26:17 main:574] : INFO : Epoch 844 | loss: 0.0311902 | val_loss: 0.03119 | Time: 1933.42 ms [2021-01-03 23:26:19 main:574] : INFO : Epoch 845 | loss: 0.0311896 | val_loss: 0.0311896 | Time: 1799.81 ms [2021-01-03 23:26:21 main:574] : INFO : Epoch 846 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1876.33 ms [2021-01-03 23:26:22 main:574] : INFO : Epoch 847 | loss: 0.0311902 | val_loss: 0.0311896 | Time: 1883.87 ms [2021-01-03 23:26:24 main:574] : INFO : Epoch 848 | loss: 0.0311911 | val_loss: 0.0311905 | Time: 1818.72 ms [2021-01-03 23:26:26 main:574] : INFO : Epoch 849 | loss: 0.0311936 | val_loss: 0.0311948 | Time: 1949.26 ms [2021-01-03 23:26:28 main:574] : INFO : Epoch 850 | loss: 0.0311944 | val_loss: 0.0311907 | Time: 1789.62 ms [2021-01-03 23:26:30 main:574] : INFO : Epoch 851 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 1943.06 ms [2021-01-03 23:26:32 main:574] : INFO : Epoch 852 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 1788.39 ms [2021-01-03 23:26:34 main:574] : INFO : Epoch 853 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 1944.87 ms [2021-01-03 23:26:35 main:574] : INFO : Epoch 854 | loss: 0.0311905 | val_loss: 0.03119 | Time: 1795.31 ms [2021-01-03 23:26:37 main:574] : INFO : Epoch 855 | loss: 0.0311919 | val_loss: 0.0311895 | Time: 1945.04 ms [2021-01-03 23:26:39 main:574] : INFO : Epoch 856 | loss: 0.0311903 | val_loss: 0.0311898 | Time: 1758.13 ms [2021-01-03 23:26:41 main:574] : INFO : Epoch 857 | loss: 0.0311903 | val_loss: 0.0311906 | Time: 1946.19 ms [2021-01-03 23:26:43 main:574] : INFO : Epoch 858 | loss: 0.0311903 | val_loss: 0.0311909 | Time: 1776.59 ms [2021-01-03 23:26:45 main:574] : INFO : Epoch 859 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 1930.66 ms [2021-01-03 23:26:47 main:574] : INFO : Epoch 860 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 1862.96 ms [2021-01-03 23:26:49 main:574] : INFO : Epoch 861 | loss: 0.0311904 | val_loss: 0.0311896 | Time: 1853.18 ms [2021-01-03 23:26:51 main:574] : INFO : Epoch 862 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 1897.51 ms [2021-01-03 23:26:52 main:574] : INFO : Epoch 863 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1826.95 ms [2021-01-03 23:26:54 main:574] : INFO : Epoch 864 | loss: 0.0311899 | val_loss: 0.0311908 | Time: 1945.23 ms [2021-01-03 23:26:56 main:574] : INFO : Epoch 865 | loss: 0.0311929 | val_loss: 0.0311926 | Time: 1762.6 ms [2021-01-03 23:26:58 main:574] : INFO : Epoch 866 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 1913.17 ms [2021-01-03 23:27:00 main:574] : INFO : Epoch 867 | loss: 0.031191 | val_loss: 0.0311891 | Time: 1775.42 ms [2021-01-03 23:27:02 main:574] : INFO : Epoch 868 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 1950.11 ms [2021-01-03 23:27:04 main:574] : INFO : Epoch 869 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1772.31 ms [2021-01-03 23:27:06 main:574] : INFO : Epoch 870 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 1981.18 ms [2021-01-03 23:27:07 main:574] : INFO : Epoch 871 | loss: 0.0311917 | val_loss: 0.0311895 | Time: 1728.84 ms [2021-01-03 23:27:09 main:574] : INFO : Epoch 872 | loss: 0.031192 | val_loss: 0.0311894 | Time: 1927.18 ms [2021-01-03 23:27:11 main:574] : INFO : Epoch 873 | loss: 0.0311901 | val_loss: 0.0311891 | Time: 1815.7 ms [2021-01-03 23:27:13 main:574] : INFO : Epoch 874 | loss: 0.0311908 | val_loss: 0.0311904 | Time: 1913.48 ms [2021-01-03 23:27:15 main:574] : INFO : Epoch 875 | loss: 0.0311908 | val_loss: 0.0311893 | Time: 1829.34 ms [2021-01-03 23:27:17 main:574] : INFO : Epoch 876 | loss: 0.0311903 | val_loss: 0.0311895 | Time: 1856.38 ms [2021-01-03 23:27:19 main:574] : INFO : Epoch 877 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 1909.06 ms [2021-01-03 23:27:20 main:574] : INFO : Epoch 878 | loss: 0.0311897 | val_loss: 0.0311891 | Time: 1811.14 ms [2021-01-03 23:27:22 main:574] : INFO : Epoch 879 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1972.9 ms [2021-01-03 23:27:24 main:574] : INFO : Epoch 880 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 1750.41 ms [2021-01-03 23:27:26 main:574] : INFO : Epoch 881 | loss: 0.0311906 | val_loss: 0.0311892 | Time: 1915.02 ms [2021-01-03 23:27:28 main:574] : INFO : Epoch 882 | loss: 0.0311899 | val_loss: 0.0311893 | Time: 1775.73 ms [2021-01-03 23:27:30 main:574] : INFO : Epoch 883 | loss: 0.03119 | val_loss: 0.0311913 | Time: 1935.37 ms [2021-01-03 23:27:32 main:574] : INFO : Epoch 884 | loss: 0.0311902 | val_loss: 0.0311911 | Time: 1786.21 ms [2021-01-03 23:27:34 main:574] : INFO : Epoch 885 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 1924.46 ms [2021-01-03 23:27:35 main:574] : INFO : Epoch 886 | loss: 0.0311898 | val_loss: 0.0311893 | Time: 1828.03 ms [2021-01-03 23:27:37 main:574] : INFO : Epoch 887 | loss: 0.0311902 | val_loss: 0.03119 | Time: 1912.39 ms [2021-01-03 23:27:39 main:574] : INFO : Epoch 888 | loss: 0.0311903 | val_loss: 0.0311892 | Time: 1807.02 ms [2021-01-03 23:27:41 main:574] : INFO : Epoch 889 | loss: 0.0311895 | val_loss: 0.0311921 | Time: 1853 ms [2021-01-03 23:27:43 main:574] : INFO : Epoch 890 | loss: 0.0311916 | val_loss: 0.0311893 | Time: 1837.5 ms [2021-01-03 23:27:45 main:574] : INFO : Epoch 891 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 1848.13 ms [2021-01-03 23:27:47 main:574] : INFO : Epoch 892 | loss: 0.0311902 | val_loss: 0.031189 | Time: 1906.25 ms [2021-01-03 23:27:48 main:574] : INFO : Epoch 893 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1793.25 ms [2021-01-03 23:27:50 main:574] : INFO : Epoch 894 | loss: 0.0311901 | val_loss: 0.0311894 | Time: 1916.64 ms [2021-01-03 23:27:52 main:574] : INFO : Epoch 895 | loss: 0.0311914 | val_loss: 0.031195 | Time: 1775.51 ms [2021-01-03 23:27:54 main:574] : INFO : Epoch 896 | loss: 0.0311916 | val_loss: 0.031193 | Time: 1937.82 ms [2021-01-03 23:27:56 main:574] : INFO : Epoch 897 | loss: 0.0311923 | val_loss: 0.0311926 | Time: 1782.82 ms [2021-01-03 23:27:58 main:574] : INFO : Epoch 898 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 1975.5 ms [2021-01-03 23:28:00 main:574] : INFO : Epoch 899 | loss: 0.0311904 | val_loss: 0.0311893 | Time: 1786.9 ms [2021-01-03 23:28:02 main:574] : INFO : Epoch 900 | loss: 0.0311901 | val_loss: 0.0311893 | Time: 1931.65 ms [2021-01-03 23:28:03 main:574] : INFO : Epoch 901 | loss: 0.0311898 | val_loss: 0.0311894 | Time: 1782.02 ms [2021-01-03 23:28:05 main:574] : INFO : Epoch 902 | loss: 0.0311898 | val_loss: 0.031189 | Time: 1933.21 ms [2021-01-03 23:28:07 main:574] : INFO : Epoch 903 | loss: 0.03119 | val_loss: 0.0311894 | Time: 1788.67 ms [2021-01-03 23:28:09 main:574] : INFO : Epoch 904 | loss: 0.0311902 | val_loss: 0.0311892 | Time: 1889.29 ms [2021-01-03 23:28:11 main:574] : INFO : Epoch 905 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1891.39 ms [2021-01-03 23:28:13 main:574] : INFO : Epoch 906 | loss: 0.0311896 | val_loss: 0.0311908 | Time: 1822.08 ms [2021-01-03 23:28:15 main:574] : INFO : Epoch 907 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 1917.95 ms [2021-01-03 23:28:17 main:574] : INFO : Epoch 908 | loss: 0.0311898 | val_loss: 0.0311894 | Time: 1801.49 ms [2021-01-03 23:28:18 main:574] : INFO : Epoch 909 | loss: 0.0311904 | val_loss: 0.0311922 | Time: 1895.18 ms [2021-01-03 23:28:20 main:574] : INFO : Epoch 910 | loss: 0.0311901 | val_loss: 0.0311892 | Time: 1810.89 ms [2021-01-03 23:28:22 main:574] : INFO : Epoch 911 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1960.71 ms [2021-01-03 23:28:24 main:574] : INFO : Epoch 912 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1790.17 ms [2021-01-03 23:28:26 main:574] : INFO : Epoch 913 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 1941.08 ms [2021-01-03 23:28:28 main:574] : INFO : Epoch 914 | loss: 0.03119 | val_loss: 0.0311894 | Time: 1778.31 ms [2021-01-03 23:28:30 main:574] : INFO : Epoch 915 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 1969.75 ms [2021-01-03 23:28:32 main:574] : INFO : Epoch 916 | loss: 0.0311907 | val_loss: 0.0311897 | Time: 1769.57 ms [2021-01-03 23:28:33 main:574] : INFO : Epoch 917 | loss: 0.0311906 | val_loss: 0.0311904 | Time: 1924.71 ms [2021-01-03 23:28:35 main:574] : INFO : Epoch 918 | loss: 0.0311899 | val_loss: 0.031189 | Time: 1831.28 ms [2021-01-03 23:28:37 main:574] : INFO : Epoch 919 | loss: 0.03119 | val_loss: 0.0311896 | Time: 1872.2 ms [2021-01-03 23:28:39 main:574] : INFO : Epoch 920 | loss: 0.0311907 | val_loss: 0.0311914 | Time: 1867.16 ms [2021-01-03 23:28:41 main:574] : INFO : Epoch 921 | loss: 0.0311915 | val_loss: 0.0311905 | Time: 1837.33 ms [2021-01-03 23:28:43 main:574] : INFO : Epoch 922 | loss: 0.0311908 | val_loss: 0.031191 | Time: 1911.97 ms [2021-01-03 23:28:45 main:574] : INFO : Epoch 923 | loss: 0.031192 | val_loss: 0.0311936 | Time: 1841.14 ms [2021-01-03 23:28:47 main:574] : INFO : Epoch 924 | loss: 0.0311909 | val_loss: 0.0311896 | Time: 1943.7 ms [2021-01-03 23:28:48 main:574] : INFO : Epoch 925 | loss: 0.03119 | val_loss: 0.031191 | Time: 1775.43 ms [2021-01-03 23:28:50 main:574] : INFO : Epoch 926 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1924.91 ms [2021-01-03 23:28:52 main:574] : INFO : Epoch 927 | loss: 0.0311907 | val_loss: 0.0311902 | Time: 1827.17 ms [2021-01-03 23:28:54 main:574] : INFO : Epoch 928 | loss: 0.0311909 | val_loss: 0.03119 | Time: 1929.52 ms [2021-01-03 23:28:56 main:574] : INFO : Epoch 929 | loss: 0.0311924 | val_loss: 0.0311903 | Time: 1785.92 ms [2021-01-03 23:28:58 main:574] : INFO : Epoch 930 | loss: 0.0311901 | val_loss: 0.0311917 | Time: 1942.85 ms [2021-01-03 23:29:00 main:574] : INFO : Epoch 931 | loss: 0.0311919 | val_loss: 0.0311897 | Time: 1778.64 ms [2021-01-03 23:29:02 main:574] : INFO : Epoch 932 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1915.31 ms [2021-01-03 23:29:03 main:574] : INFO : Epoch 933 | loss: 0.0311896 | val_loss: 0.031191 | Time: 1830.48 ms [2021-01-03 23:29:05 main:574] : INFO : Epoch 934 | loss: 0.0311917 | val_loss: 0.03119 | Time: 1863.55 ms [2021-01-03 23:29:07 main:574] : INFO : Epoch 935 | loss: 0.0311928 | val_loss: 0.03119 | Time: 1850.48 ms [2021-01-03 23:29:09 main:574] : INFO : Epoch 936 | loss: 0.0311933 | val_loss: 0.0312028 | Time: 1850.49 ms [2021-01-03 23:29:11 main:574] : INFO : Epoch 937 | loss: 0.0312261 | val_loss: 0.0312375 | Time: 1898.54 ms [2021-01-03 23:29:13 main:574] : INFO : Epoch 938 | loss: 0.0312648 | val_loss: 0.0312244 | Time: 1780.67 ms [2021-01-03 23:29:15 main:574] : INFO : Epoch 939 | loss: 0.0312237 | val_loss: 0.0311948 | Time: 1910.88 ms [2021-01-03 23:29:16 main:574] : INFO : Epoch 940 | loss: 0.0311995 | val_loss: 0.0311935 | Time: 1786.66 ms [2021-01-03 23:29:18 main:574] : INFO : Epoch 941 | loss: 0.0311926 | val_loss: 0.0311919 | Time: 1938.64 ms [2021-01-03 23:29:20 main:574] : INFO : Epoch 942 | loss: 0.0311908 | val_loss: 0.0311897 | Time: 1793.4 ms [2021-01-03 23:29:22 main:574] : INFO : Epoch 943 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 1961.67 ms [2021-01-03 23:29:24 main:574] : INFO : Epoch 944 | loss: 0.0311905 | val_loss: 0.0311958 | Time: 1737.27 ms [2021-01-03 23:29:26 main:574] : INFO : Epoch 945 | loss: 0.0311906 | val_loss: 0.031189 | Time: 1966.47 ms [2021-01-03 23:29:28 main:574] : INFO : Epoch 946 | loss: 0.0311895 | val_loss: 0.0311889 | Time: 1754.34 ms [2021-01-03 23:29:30 main:574] : INFO : Epoch 947 | loss: 0.0311901 | val_loss: 0.0311899 | Time: 1893.31 ms [2021-01-03 23:29:31 main:574] : INFO : Epoch 948 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 1846.6 ms [2021-01-03 23:29:33 main:574] : INFO : Epoch 949 | loss: 0.0311896 | val_loss: 0.0311913 | Time: 1866.1 ms [2021-01-03 23:29:35 main:574] : INFO : Epoch 950 | loss: 0.031191 | val_loss: 0.031191 | Time: 1852.21 ms [2021-01-03 23:29:37 main:574] : INFO : Epoch 951 | loss: 0.0311907 | val_loss: 0.0311893 | Time: 1793.96 ms [2021-01-03 23:29:39 main:574] : INFO : Epoch 952 | loss: 0.0311905 | val_loss: 0.0311903 | Time: 1935.67 ms [2021-01-03 23:29:41 main:574] : INFO : Epoch 953 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 1745.65 ms [2021-01-03 23:29:43 main:574] : INFO : Epoch 954 | loss: 0.0311892 | val_loss: 0.0311909 | Time: 1938.49 ms [2021-01-03 23:29:45 main:574] : INFO : Epoch 955 | loss: 0.031191 | val_loss: 0.0311897 | Time: 1906.92 ms [2021-01-03 23:29:47 main:574] : INFO : Epoch 956 | loss: 0.0311914 | val_loss: 0.0311893 | Time: 1925.96 ms [2021-01-03 23:29:48 main:574] : INFO : Epoch 957 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 1789.86 ms [2021-01-03 23:29:50 main:574] : INFO : Epoch 958 | loss: 0.0311903 | val_loss: 0.0311896 | Time: 1904.6 ms [2021-01-03 23:29:52 main:574] : INFO : Epoch 959 | loss: 0.0311897 | val_loss: 0.0311899 | Time: 1717.08 ms [2021-01-03 23:29:54 main:574] : INFO : Epoch 960 | loss: 0.0311901 | val_loss: 0.031189 | Time: 1925.5 ms [2021-01-03 23:29:56 main:574] : INFO : Epoch 961 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 1806.23 ms [2021-01-03 23:29:58 main:574] : INFO : Epoch 962 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 1923.46 ms [2021-01-03 23:30:00 main:574] : INFO : Epoch 963 | loss: 0.03119 | val_loss: 0.0311898 | Time: 1829.51 ms [2021-01-03 23:30:01 main:574] : INFO : Epoch 964 | loss: 0.03119 | val_loss: 0.0311891 | Time: 1871.14 ms [2021-01-03 23:30:03 main:574] : INFO : Epoch 965 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 1897.72 ms [2021-01-03 23:30:05 main:574] : INFO : Epoch 966 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 1817.58 ms [2021-01-03 23:30:07 main:574] : INFO : Epoch 967 | loss: 0.0311895 | val_loss: 0.031189 | Time: 1964.04 ms [2021-01-03 23:30:09 main:574] : INFO : Epoch 968 | loss: 0.0311914 | val_loss: 0.0311933 | Time: 1747.06 ms [2021-01-03 23:30:11 main:574] : INFO : Epoch 969 | loss: 0.0311915 | val_loss: 0.0311895 | Time: 1967.14 ms [2021-01-03 23:30:13 main:574] : INFO : Epoch 970 | loss: 0.0311916 | val_loss: 0.0311901 | Time: 1776.96 ms [2021-01-03 23:30:15 main:574] : INFO : Epoch 971 | loss: 0.0311896 | val_loss: 0.0311898 | Time: 1946.25 ms [2021-01-03 23:30:16 main:574] : INFO : Epoch 972 | loss: 0.0311904 | val_loss: 0.0311909 | Time: 1774.45 ms [2021-01-03 23:30:18 main:574] : INFO : Epoch 973 | loss: 0.0311904 | val_loss: 0.0311901 | Time: 1945.54 ms [2021-01-03 23:30:20 main:574] : INFO : Epoch 974 | loss: 0.0311899 | val_loss: 0.0311896 | Time: 1776.95 ms [2021-01-03 23:30:22 main:574] : INFO : Epoch 975 | loss: 0.0311897 | val_loss: 0.031191 | Time: 1935.94 ms [2021-01-03 23:30:24 main:574] : INFO : Epoch 976 | loss: 0.0311905 | val_loss: 0.0311906 | Time: 1796.94 ms [2021-01-03 23:30:26 main:574] : INFO : Epoch 977 | loss: 0.0311907 | val_loss: 0.0311892 | Time: 1922.22 ms [2021-01-03 23:30:28 main:574] : INFO : Epoch 978 | loss: 0.0311897 | val_loss: 0.0311894 | Time: 1812.98 ms [2021-01-03 23:30:29 main:574] : INFO : Epoch 979 | loss: 0.0311905 | val_loss: 0.0311898 | Time: 1836.43 ms [2021-01-03 23:30:31 main:574] : INFO : Epoch 980 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 1904.16 ms [2021-01-03 23:30:33 main:574] : INFO : Epoch 981 | loss: 0.0311898 | val_loss: 0.0311894 | Time: 1776.05 ms [2021-01-03 23:30:35 main:574] : INFO : Epoch 982 | loss: 0.03119 | val_loss: 0.0311909 | Time: 1950.66 ms [2021-01-03 23:30:37 main:574] : INFO : Epoch 983 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 1768.64 ms [2021-01-03 23:30:39 main:574] : INFO : Epoch 984 | loss: 0.0311898 | val_loss: 0.0311889 | Time: 1924.15 ms [2021-01-03 23:30:41 main:574] : INFO : Epoch 985 | loss: 0.0311897 | val_loss: 0.0311893 | Time: 1796.78 ms [2021-01-03 23:30:43 main:574] : INFO : Epoch 986 | loss: 0.0311899 | val_loss: 0.0311892 | Time: 1924.32 ms [2021-01-03 23:30:44 main:574] : INFO : Epoch 987 | loss: 0.0311898 | val_loss: 0.0311892 | Time: 1820.33 ms [2021-01-03 23:30:46 main:574] : INFO : Epoch 988 | loss: 0.0311909 | val_loss: 0.031189 | Time: 1922.53 ms [2021-01-03 23:30:48 main:574] : INFO : Epoch 989 | loss: 0.0311893 | val_loss: 0.0311894 | Time: 1728.77 ms [2021-01-03 23:30:50 main:574] : INFO : Epoch 990 | loss: 0.0311904 | val_loss: 0.0311893 | Time: 1929.75 ms [2021-01-03 23:30:52 main:574] : INFO : Epoch 991 | loss: 0.0311902 | val_loss: 0.0311894 | Time: 1795.4 ms [2021-01-03 23:30:54 main:574] : INFO : Epoch 992 | loss: 0.0311909 | val_loss: 0.0311937 | Time: 1890.63 ms [2021-01-03 23:30:56 main:574] : INFO : Epoch 993 | loss: 0.0311922 | val_loss: 0.0311889 | Time: 1829.64 ms [2021-01-03 23:30:57 main:574] : INFO : Epoch 994 | loss: 0.0311909 | val_loss: 0.0311905 | Time: 1819.84 ms [2021-01-03 23:30:59 main:574] : INFO : Epoch 995 | loss: 0.0311905 | val_loss: 0.0311891 | Time: 1930.25 ms [2021-01-03 23:31:01 main:574] : INFO : Epoch 996 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 1783.4 ms [2021-01-03 23:31:03 main:574] : INFO : Epoch 997 | loss: 0.0311905 | val_loss: 0.031189 | Time: 1954.05 ms [2021-01-03 23:31:05 main:574] : INFO : Epoch 998 | loss: 0.0311896 | val_loss: 0.0311896 | Time: 1804.94 ms [2021-01-03 23:31:07 main:574] : INFO : Epoch 999 | loss: 0.0311908 | val_loss: 0.0311897 | Time: 1950.42 ms [2021-01-03 23:31:09 main:574] : INFO : Epoch 1000 | loss: 0.0311926 | val_loss: 0.0312012 | Time: 1744.65 ms [2021-01-03 23:31:11 main:574] : INFO : Epoch 1001 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 1947.48 ms [2021-01-03 23:31:12 main:574] : INFO : Epoch 1002 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 1780.35 ms [2021-01-03 23:31:14 main:574] : INFO : Epoch 1003 | loss: 0.0311895 | val_loss: 0.0311892 | Time: 1947.71 ms [2021-01-03 23:31:16 main:574] : INFO : Epoch 1004 | loss: 0.0311905 | val_loss: 0.0311909 | Time: 1779.71 ms [2021-01-03 23:31:18 main:574] : INFO : Epoch 1005 | loss: 0.03119 | val_loss: 0.0311909 | Time: 1905.57 ms [2021-01-03 23:31:20 main:574] : INFO : Epoch 1006 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 1828.87 ms [2021-01-03 23:31:22 main:574] : INFO : Epoch 1007 | loss: 0.0311911 | val_loss: 0.0311922 | Time: 1842.41 ms [2021-01-03 23:31:24 main:574] : INFO : Epoch 1008 | loss: 0.0311904 | val_loss: 0.0311913 | Time: 1850.09 ms [2021-01-03 23:31:26 main:574] : INFO : Epoch 1009 | loss: 0.0311901 | val_loss: 0.0311895 | Time: 1829.39 ms [2021-01-03 23:31:27 main:574] : INFO : Epoch 1010 | loss: 0.0311895 | val_loss: 0.0311893 | Time: 1945.25 ms [2021-01-03 23:31:29 main:574] : INFO : Epoch 1011 | loss: 0.0311896 | val_loss: 0.0311891 | Time: 1762.38 ms [2021-01-03 23:31:31 main:574] : INFO : Epoch 1012 | loss: 0.0311896 | val_loss: 0.0311889 | Time: 1945.51 ms [2021-01-03 23:31:33 main:574] : INFO : Epoch 1013 | loss: 0.0311896 | val_loss: 0.031189 | Time: 1772.43 ms [2021-01-03 23:31:35 main:574] : INFO : Epoch 1014 | loss: 0.0311901 | val_loss: 0.0311897 | Time: 1947.8 ms [2021-01-03 23:31:37 main:574] : INFO : Epoch 1015 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1804.98 ms [2021-01-03 23:31:39 main:574] : INFO : Epoch 1016 | loss: 0.0311899 | val_loss: 0.0311897 | Time: 1917.94 ms [2021-01-03 23:31:40 main:574] : INFO : Epoch 1017 | loss: 0.03119 | val_loss: 0.0311892 | Time: 1775.93 ms [2021-01-03 23:31:42 main:574] : INFO : Epoch 1018 | loss: 0.0311893 | val_loss: 0.0311892 | Time: 1955.23 ms [2021-01-03 23:31:44 main:574] : INFO : Epoch 1019 | loss: 0.0311906 | val_loss: 0.0311903 | Time: 1763.13 ms [2021-01-03 23:31:46 main:574] : INFO : Epoch 1020 | loss: 0.0311903 | val_loss: 0.0311893 | Time: 1885.03 ms [2021-01-03 23:31:48 main:574] : INFO : Epoch 1021 | loss: 0.0311896 | val_loss: 0.0311892 | Time: 1824.03 ms [2021-01-03 23:31:50 main:574] : INFO : Epoch 1022 | loss: 0.0311919 | val_loss: 0.0311891 | Time: 1852.43 ms [2021-01-03 23:31:52 main:574] : INFO : Epoch 1023 | loss: 0.0311907 | val_loss: 0.0311901 | Time: 1882.66 ms [2021-01-03 23:31:54 main:574] : INFO : Epoch 1024 | loss: 0.0311915 | val_loss: 0.0311922 | Time: 1798.01 ms [2021-01-03 23:31:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311922 [2021-01-03 23:31:54 main:603] : INFO : Saving end state to config to file [2021-01-03 23:31:54 main:608] : INFO : Success, exiting.. 23:31:54 (15668): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)