Task 3521872
| Name | ParityModified-1606530407-30167-6_3 |
| Workunit | 1674642 |
| Created | 3 Jan 2021, 18:36:30 UTC |
| Sent | 3 Jan 2021, 20:17:03 UTC |
| Report deadline | 10 Jan 2021, 20:17:03 UTC |
| Received | 3 Jan 2021, 22:24:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5849 |
| Run time | 32 min 14 sec |
| CPU time | 31 min 45 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> ch 514 | loss: 0.0311889 | val_loss: 0.0312031 | Time: 1996.31 ms [2021-01-03 15:40:18 main:574] : INFO : Epoch 515 | loss: 0.0311873 | val_loss: 0.0312004 | Time: 1786.73 ms [2021-01-03 15:40:20 main:574] : INFO : Epoch 516 | loss: 0.0311888 | val_loss: 0.0311999 | Time: 1955.38 ms [2021-01-03 15:40:21 main:574] : INFO : Epoch 517 | loss: 0.0311883 | val_loss: 0.0311999 | Time: 1821.32 ms [2021-01-03 15:40:23 main:574] : INFO : Epoch 518 | loss: 0.0311879 | val_loss: 0.0311999 | Time: 1888.09 ms [2021-01-03 15:40:25 main:574] : INFO : Epoch 519 | loss: 0.0311868 | val_loss: 0.0312012 | Time: 1860.12 ms [2021-01-03 15:40:27 main:574] : INFO : Epoch 520 | loss: 0.0311872 | val_loss: 0.0312001 | Time: 1870.6 ms [2021-01-03 15:40:29 main:574] : INFO : Epoch 521 | loss: 0.0311855 | val_loss: 0.0312014 | Time: 1914.52 ms [2021-01-03 15:40:31 main:574] : INFO : Epoch 522 | loss: 0.0311858 | val_loss: 0.0312006 | Time: 1816.79 ms [2021-01-03 15:40:33 main:574] : INFO : Epoch 523 | loss: 0.0311848 | val_loss: 0.0311987 | Time: 1988.81 ms [2021-01-03 15:40:35 main:574] : INFO : Epoch 524 | loss: 0.0311849 | val_loss: 0.0311997 | Time: 1757.34 ms [2021-01-03 15:40:37 main:574] : INFO : Epoch 525 | loss: 0.0311864 | val_loss: 0.0312029 | Time: 1955.98 ms [2021-01-03 15:40:38 main:574] : INFO : Epoch 526 | loss: 0.0311916 | val_loss: 0.0312015 | Time: 1781.41 ms [2021-01-03 15:40:40 main:574] : INFO : Epoch 527 | loss: 0.031193 | val_loss: 0.0312008 | Time: 1943.44 ms [2021-01-03 15:40:42 main:574] : INFO : Epoch 528 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 1767.11 ms [2021-01-03 15:40:44 main:574] : INFO : Epoch 529 | loss: 0.0311911 | val_loss: 0.0311984 | Time: 1946.29 ms [2021-01-03 15:40:46 main:574] : INFO : Epoch 530 | loss: 0.0311895 | val_loss: 0.0311984 | Time: 1757.23 ms [2021-01-03 15:40:48 main:574] : INFO : Epoch 531 | loss: 0.0311883 | val_loss: 0.0311989 | Time: 1914.06 ms [2021-01-03 15:40:49 main:574] : INFO : Epoch 532 | loss: 0.0311931 | val_loss: 0.0311975 | Time: 1792.08 ms [2021-01-03 15:40:51 main:574] : INFO : Epoch 533 | loss: 0.0311904 | val_loss: 0.0311968 | Time: 1926.79 ms [2021-01-03 15:40:53 main:574] : INFO : Epoch 534 | loss: 0.0311874 | val_loss: 0.0311986 | Time: 1840.4 ms [2021-01-03 15:40:55 main:574] : INFO : Epoch 535 | loss: 0.0311865 | val_loss: 0.0311982 | Time: 1872.72 ms [2021-01-03 15:40:57 main:574] : INFO : Epoch 536 | loss: 0.031188 | val_loss: 0.0311976 | Time: 1889.6 ms [2021-01-03 15:40:59 main:574] : INFO : Epoch 537 | loss: 0.0311864 | val_loss: 0.0311993 | Time: 1823.97 ms [2021-01-03 15:41:01 main:574] : INFO : Epoch 538 | loss: 0.0311877 | val_loss: 0.0311989 | Time: 1962.3 ms [2021-01-03 15:41:03 main:574] : INFO : Epoch 539 | loss: 0.0311882 | val_loss: 0.0311983 | Time: 1759.75 ms [2021-01-03 15:41:05 main:574] : INFO : Epoch 540 | loss: 0.0311861 | val_loss: 0.0311989 | Time: 1965.72 ms [2021-01-03 15:41:06 main:574] : INFO : Epoch 541 | loss: 0.0311866 | val_loss: 0.0311971 | Time: 1777.5 ms [2021-01-03 15:41:08 main:574] : INFO : Epoch 542 | loss: 0.031187 | val_loss: 0.0311962 | Time: 1990.19 ms [2021-01-03 15:41:10 main:574] : INFO : Epoch 543 | loss: 0.0311865 | val_loss: 0.0312011 | Time: 1780.84 ms [2021-01-03 15:41:12 main:574] : INFO : Epoch 544 | loss: 0.0311857 | val_loss: 0.0311964 | Time: 1977.08 ms [2021-01-03 15:41:14 main:574] : INFO : Epoch 545 | loss: 0.0311865 | val_loss: 0.0311987 | Time: 1764.68 ms [2021-01-03 15:41:16 main:574] : INFO : Epoch 546 | loss: 0.0311859 | val_loss: 0.0311979 | Time: 1952.84 ms [2021-01-03 15:41:18 main:574] : INFO : Epoch 547 | loss: 0.031187 | val_loss: 0.0311999 | Time: 1746.62 ms [2021-01-03 15:41:20 main:574] : INFO : Epoch 548 | loss: 0.0311891 | val_loss: 0.0311975 | Time: 1913.84 ms [2021-01-03 15:41:21 main:574] : INFO : Epoch 549 | loss: 0.0311856 | val_loss: 0.0311966 | Time: 1849.79 ms [2021-01-03 15:41:23 main:574] : INFO : Epoch 550 | loss: 0.0311859 | val_loss: 0.0311984 | Time: 1877.48 ms [2021-01-03 15:41:25 main:574] : INFO : Epoch 551 | loss: 0.0311863 | val_loss: 0.0311987 | Time: 1888.91 ms [2021-01-03 15:41:27 main:574] : INFO : Epoch 552 | loss: 0.0311864 | val_loss: 0.0311976 | Time: 1824.84 ms [2021-01-03 15:41:29 main:574] : INFO : Epoch 553 | loss: 0.0311857 | val_loss: 0.0312009 | Time: 1984.75 ms [2021-01-03 15:41:31 main:574] : INFO : Epoch 554 | loss: 0.0311866 | val_loss: 0.0312017 | Time: 1777.28 ms [2021-01-03 15:41:33 main:574] : INFO : Epoch 555 | loss: 0.0311854 | val_loss: 0.0312004 | Time: 1966.7 ms [2021-01-03 15:41:35 main:574] : INFO : Epoch 556 | loss: 0.0311848 | val_loss: 0.0311999 | Time: 1762.13 ms [2021-01-03 15:41:37 main:574] : INFO : Epoch 557 | loss: 0.0311847 | val_loss: 0.0311993 | Time: 1889.18 ms [2021-01-03 15:41:38 main:574] : INFO : Epoch 558 | loss: 0.0311852 | val_loss: 0.0311994 | Time: 1764.23 ms [2021-01-03 15:41:40 main:574] : INFO : Epoch 559 | loss: 0.0311837 | val_loss: 0.0311977 | Time: 1952.09 ms [2021-01-03 15:41:42 main:574] : INFO : Epoch 560 | loss: 0.0311836 | val_loss: 0.0311993 | Time: 1784.6 ms [2021-01-03 15:41:44 main:574] : INFO : Epoch 561 | loss: 0.0311838 | val_loss: 0.0311996 | Time: 1970.39 ms [2021-01-03 15:41:46 main:574] : INFO : Epoch 562 | loss: 0.031184 | val_loss: 0.0311972 | Time: 1760.06 ms [2021-01-03 15:41:48 main:574] : INFO : Epoch 563 | loss: 0.0311835 | val_loss: 0.0311983 | Time: 1982.48 ms [2021-01-03 15:41:50 main:574] : INFO : Epoch 564 | loss: 0.0311849 | val_loss: 0.0311989 | Time: 1810.4 ms [2021-01-03 15:41:52 main:574] : INFO : Epoch 565 | loss: 0.0311858 | val_loss: 0.0311995 | Time: 1900.16 ms [2021-01-03 15:41:53 main:574] : INFO : Epoch 566 | loss: 0.0311876 | val_loss: 0.0312006 | Time: 1857.9 ms [2021-01-03 15:41:55 main:574] : INFO : Epoch 567 | loss: 0.0311878 | val_loss: 0.0312022 | Time: 1842.97 ms [2021-01-03 15:41:57 main:574] : INFO : Epoch 568 | loss: 0.0311862 | val_loss: 0.0312007 | Time: 1908.27 ms [2021-01-03 15:41:59 main:574] : INFO : Epoch 569 | loss: 0.0311879 | val_loss: 0.0312022 | Time: 1764.96 ms [2021-01-03 15:42:01 main:574] : INFO : Epoch 570 | loss: 0.0311862 | val_loss: 0.0311973 | Time: 1974.55 ms [2021-01-03 15:42:03 main:574] : INFO : Epoch 571 | loss: 0.0311854 | val_loss: 0.0311974 | Time: 1772.57 ms [2021-01-03 15:42:05 main:574] : INFO : Epoch 572 | loss: 0.0311852 | val_loss: 0.0311975 | Time: 1979.38 ms [2021-01-03 15:42:07 main:574] : INFO : Epoch 573 | loss: 0.0311846 | val_loss: 0.0311994 | Time: 1780.15 ms [2021-01-03 15:42:09 main:574] : INFO : Epoch 574 | loss: 0.0311877 | val_loss: 0.0312047 | Time: 1949.38 ms [2021-01-03 15:42:10 main:574] : INFO : Epoch 575 | loss: 0.0311881 | val_loss: 0.0311996 | Time: 1760.86 ms [2021-01-03 15:42:12 main:574] : INFO : Epoch 576 | loss: 0.0311856 | val_loss: 0.0311981 | Time: 2020.66 ms [2021-01-03 15:42:14 main:574] : INFO : Epoch 577 | loss: 0.0311849 | val_loss: 0.0312021 | Time: 1750.98 ms [2021-01-03 15:42:16 main:574] : INFO : Epoch 578 | loss: 0.0311854 | val_loss: 0.0312024 | Time: 1991.95 ms [2021-01-03 15:42:18 main:574] : INFO : Epoch 579 | loss: 0.0311849 | val_loss: 0.0312006 | Time: 1790.59 ms [2021-01-03 15:42:20 main:574] : INFO : Epoch 580 | loss: 0.0311858 | val_loss: 0.0312001 | Time: 1925.84 ms [2021-01-03 15:42:22 main:574] : INFO : Epoch 581 | loss: 0.031188 | val_loss: 0.0312017 | Time: 1835.68 ms [2021-01-03 15:42:24 main:574] : INFO : Epoch 582 | loss: 0.0311896 | val_loss: 0.0312032 | Time: 1909.94 ms [2021-01-03 15:42:25 main:574] : INFO : Epoch 583 | loss: 0.0311915 | val_loss: 0.0312069 | Time: 1866.81 ms [2021-01-03 15:42:27 main:574] : INFO : Epoch 584 | loss: 0.0311939 | val_loss: 0.0312062 | Time: 1809.43 ms [2021-01-03 15:42:29 main:574] : INFO : Epoch 585 | loss: 0.0311918 | val_loss: 0.0312026 | Time: 1918.65 ms [2021-01-03 15:42:31 main:574] : INFO : Epoch 586 | loss: 0.0311934 | val_loss: 0.0312041 | Time: 1765.83 ms [2021-01-03 15:42:33 main:574] : INFO : Epoch 587 | loss: 0.0311954 | val_loss: 0.0312082 | Time: 1941.02 ms [2021-01-03 15:42:35 main:574] : INFO : Epoch 588 | loss: 0.0311992 | val_loss: 0.0312087 | Time: 1764.75 ms [2021-01-03 15:42:37 main:574] : INFO : Epoch 589 | loss: 0.0311998 | val_loss: 0.0312069 | Time: 1935.16 ms [2021-01-03 15:42:38 main:574] : INFO : Epoch 590 | loss: 0.0311995 | val_loss: 0.031206 | Time: 1750.5 ms [2021-01-03 15:42:40 main:574] : INFO : Epoch 591 | loss: 0.0311989 | val_loss: 0.0312048 | Time: 1982.04 ms [2021-01-03 15:42:42 main:574] : INFO : Epoch 592 | loss: 0.0311973 | val_loss: 0.0312093 | Time: 1745.47 ms [2021-01-03 15:42:44 main:574] : INFO : Epoch 593 | loss: 0.0311963 | val_loss: 0.0312048 | Time: 1965.57 ms [2021-01-03 15:42:46 main:574] : INFO : Epoch 594 | loss: 0.0311953 | val_loss: 0.0312053 | Time: 1769.65 ms [2021-01-03 15:42:48 main:574] : INFO : Epoch 595 | loss: 0.0311955 | val_loss: 0.0312059 | Time: 1938.28 ms [2021-01-03 15:42:50 main:574] : INFO : Epoch 596 | loss: 0.0311953 | val_loss: 0.0312053 | Time: 1826.44 ms [2021-01-03 15:42:52 main:574] : INFO : Epoch 597 | loss: 0.0311947 | val_loss: 0.0312038 | Time: 1881.18 ms [2021-01-03 15:42:54 main:574] : INFO : Epoch 598 | loss: 0.0311948 | val_loss: 0.0312058 | Time: 1924.81 ms [2021-01-03 15:42:55 main:574] : INFO : Epoch 599 | loss: 0.0311951 | val_loss: 0.0312052 | Time: 1788.99 ms [2021-01-03 15:42:57 main:574] : INFO : Epoch 600 | loss: 0.0311929 | val_loss: 0.0312031 | Time: 1971.14 ms [2021-01-03 15:42:59 main:574] : INFO : Epoch 601 | loss: 0.0311931 | val_loss: 0.031206 | Time: 1755.33 ms [2021-01-03 15:43:01 main:574] : INFO : Epoch 602 | loss: 0.0311933 | val_loss: 0.0312047 | Time: 1947.74 ms [2021-01-03 15:43:03 main:574] : INFO : Epoch 603 | loss: 0.0311927 | val_loss: 0.0312038 | Time: 1785.28 ms [2021-01-03 15:43:05 main:574] : INFO : Epoch 604 | loss: 0.0311932 | val_loss: 0.031202 | Time: 1978.91 ms [2021-01-03 15:43:07 main:574] : INFO : Epoch 605 | loss: 0.0311916 | val_loss: 0.031202 | Time: 1763.63 ms [2021-01-03 15:43:09 main:574] : INFO : Epoch 606 | loss: 0.0311917 | val_loss: 0.0312033 | Time: 1976.71 ms [2021-01-03 15:43:10 main:574] : INFO : Epoch 607 | loss: 0.0311909 | val_loss: 0.0312026 | Time: 1761.91 ms [2021-01-03 15:43:12 main:574] : INFO : Epoch 608 | loss: 0.0311931 | val_loss: 0.03121 | Time: 1956.36 ms [2021-01-03 15:43:14 main:574] : INFO : Epoch 609 | loss: 0.0311944 | val_loss: 0.0312009 | Time: 1794.18 ms [2021-01-03 15:43:16 main:574] : INFO : Epoch 610 | loss: 0.0311921 | val_loss: 0.0312023 | Time: 1934.02 ms [2021-01-03 15:43:18 main:574] : INFO : Epoch 611 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 1821.96 ms [2021-01-03 15:43:20 main:574] : INFO : Epoch 612 | loss: 0.031196 | val_loss: 0.0312023 | Time: 1888.08 ms [2021-01-03 15:43:22 main:574] : INFO : Epoch 613 | loss: 0.0311969 | val_loss: 0.031203 | Time: 1893.39 ms [2021-01-03 15:43:24 main:574] : INFO : Epoch 614 | loss: 0.0311975 | val_loss: 0.0312038 | Time: 1859.86 ms [2021-01-03 15:43:26 main:574] : INFO : Epoch 615 | loss: 0.0311957 | val_loss: 0.0312047 | Time: 1912 ms [2021-01-03 15:43:27 main:574] : INFO : Epoch 616 | loss: 0.0311944 | val_loss: 0.0312018 | Time: 1790.35 ms [2021-01-03 15:43:29 main:574] : INFO : Epoch 617 | loss: 0.0311937 | val_loss: 0.0312022 | Time: 2036.77 ms [2021-01-03 15:43:31 main:574] : INFO : Epoch 618 | loss: 0.0311944 | val_loss: 0.0312047 | Time: 1759.51 ms [2021-01-03 15:43:33 main:574] : INFO : Epoch 619 | loss: 0.0311924 | val_loss: 0.0312023 | Time: 1947.81 ms [2021-01-03 15:43:35 main:574] : INFO : Epoch 620 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 1776.22 ms [2021-01-03 15:43:37 main:574] : INFO : Epoch 621 | loss: 0.0311919 | val_loss: 0.0312035 | Time: 1957.09 ms [2021-01-03 15:43:39 main:574] : INFO : Epoch 622 | loss: 0.0311919 | val_loss: 0.0312036 | Time: 1750.64 ms [2021-01-03 15:43:41 main:574] : INFO : Epoch 623 | loss: 0.0311934 | val_loss: 0.0312015 | Time: 1907.55 ms [2021-01-03 15:43:42 main:574] : INFO : Epoch 624 | loss: 0.0311957 | val_loss: 0.0312036 | Time: 1786.06 ms [2021-01-03 15:43:44 main:574] : INFO : Epoch 625 | loss: 0.0311915 | val_loss: 0.031201 | Time: 1950.86 ms [2021-01-03 15:43:46 main:574] : INFO : Epoch 626 | loss: 0.0311916 | val_loss: 0.0312031 | Time: 1818.56 ms [2021-01-03 15:43:48 main:574] : INFO : Epoch 627 | loss: 0.031192 | val_loss: 0.0311995 | Time: 1911.36 ms [2021-01-03 15:43:50 main:574] : INFO : Epoch 628 | loss: 0.0311917 | val_loss: 0.0312 | Time: 1859.68 ms [2021-01-03 15:43:52 main:574] : INFO : Epoch 629 | loss: 0.0311932 | val_loss: 0.0312063 | Time: 1839.16 ms [2021-01-03 15:43:54 main:574] : INFO : Epoch 630 | loss: 0.0311975 | val_loss: 0.0312101 | Time: 2039.2 ms [2021-01-03 15:43:56 main:574] : INFO : Epoch 631 | loss: 0.0311963 | val_loss: 0.0312043 | Time: 1846.05 ms [2021-01-03 15:43:58 main:574] : INFO : Epoch 632 | loss: 0.0311942 | val_loss: 0.0311999 | Time: 2007.99 ms [2021-01-03 15:43:59 main:574] : INFO : Epoch 633 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 1778.92 ms [2021-01-03 15:44:02 main:574] : INFO : Epoch 634 | loss: 0.0311933 | val_loss: 0.0311996 | Time: 2026.6 ms [2021-01-03 15:44:03 main:574] : INFO : Epoch 635 | loss: 0.031193 | val_loss: 0.0311998 | Time: 1732.75 ms [2021-01-03 15:44:05 main:574] : INFO : Epoch 636 | loss: 0.0311911 | val_loss: 0.0312012 | Time: 1990.01 ms [2021-01-03 15:44:07 main:574] : INFO : Epoch 637 | loss: 0.0311917 | val_loss: 0.0312024 | Time: 1787.89 ms [2021-01-03 15:44:09 main:574] : INFO : Epoch 638 | loss: 0.0311916 | val_loss: 0.0312025 | Time: 1993.86 ms [2021-01-03 15:44:11 main:574] : INFO : Epoch 639 | loss: 0.0311933 | val_loss: 0.0312007 | Time: 1788.23 ms [2021-01-03 15:44:13 main:574] : INFO : Epoch 640 | loss: 0.0311939 | val_loss: 0.0312016 | Time: 1980.96 ms [2021-01-03 15:44:15 main:574] : INFO : Epoch 641 | loss: 0.0311923 | val_loss: 0.0312026 | Time: 1727.86 ms [2021-01-03 15:44:17 main:574] : INFO : Epoch 642 | loss: 0.0311919 | val_loss: 0.031202 | Time: 2004.29 ms [2021-01-03 15:44:18 main:574] : INFO : Epoch 643 | loss: 0.0311923 | val_loss: 0.0312006 | Time: 1780.47 ms [2021-01-03 15:44:20 main:574] : INFO : Epoch 644 | loss: 0.0311907 | val_loss: 0.031201 | Time: 1921.57 ms [2021-01-03 15:44:22 main:574] : INFO : Epoch 645 | loss: 0.0311932 | val_loss: 0.0312142 | Time: 1838.55 ms [2021-01-03 15:44:24 main:574] : INFO : Epoch 646 | loss: 0.0311943 | val_loss: 0.0312014 | Time: 1905.07 ms [2021-01-03 15:44:26 main:574] : INFO : Epoch 647 | loss: 0.0311918 | val_loss: 0.0312038 | Time: 1909.91 ms [2021-01-03 15:44:28 main:574] : INFO : Epoch 648 | loss: 0.0311903 | val_loss: 0.0312005 | Time: 1841.12 ms [2021-01-03 15:44:30 main:574] : INFO : Epoch 649 | loss: 0.0311907 | val_loss: 0.0312036 | Time: 1950.03 ms [2021-01-03 15:44:32 main:574] : INFO : Epoch 650 | loss: 0.0311948 | val_loss: 0.0312003 | Time: 1814.05 ms [2021-01-03 15:44:34 main:574] : INFO : Epoch 651 | loss: 0.031193 | val_loss: 0.0312002 | Time: 1981.74 ms [2021-01-03 15:44:35 main:574] : INFO : Epoch 652 | loss: 0.0311944 | val_loss: 0.0312081 | Time: 1774.61 ms [2021-01-03 15:44:37 main:574] : INFO : Epoch 653 | loss: 0.0311944 | val_loss: 0.0311998 | Time: 1947.86 ms [2021-01-03 15:44:39 main:574] : INFO : Epoch 654 | loss: 0.0311909 | val_loss: 0.0312006 | Time: 1783.49 ms [2021-01-03 15:44:41 main:574] : INFO : Epoch 655 | loss: 0.0311899 | val_loss: 0.0312064 | Time: 1959.14 ms [2021-01-03 15:44:43 main:574] : INFO : Epoch 656 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 1763.96 ms [2021-01-03 15:44:45 main:574] : INFO : Epoch 657 | loss: 0.0311912 | val_loss: 0.031207 | Time: 1949.49 ms [2021-01-03 15:44:47 main:574] : INFO : Epoch 658 | loss: 0.0311941 | val_loss: 0.0312018 | Time: 1733.21 ms [2021-01-03 15:44:49 main:574] : INFO : Epoch 659 | loss: 0.03119 | val_loss: 0.031202 | Time: 1947.02 ms [2021-01-03 15:44:50 main:574] : INFO : Epoch 660 | loss: 0.0311889 | val_loss: 0.0312007 | Time: 1783.4 ms [2021-01-03 15:44:52 main:574] : INFO : Epoch 661 | loss: 0.0311884 | val_loss: 0.0312 | Time: 1918.35 ms [2021-01-03 15:44:54 main:574] : INFO : Epoch 662 | loss: 0.0311883 | val_loss: 0.0311996 | Time: 1849.13 ms [2021-01-03 15:44:56 main:574] : INFO : Epoch 663 | loss: 0.0311884 | val_loss: 0.0312009 | Time: 1870.42 ms [2021-01-03 15:44:58 main:574] : INFO : Epoch 664 | loss: 0.0311876 | val_loss: 0.0312003 | Time: 1943.73 ms [2021-01-03 15:45:00 main:574] : INFO : Epoch 665 | loss: 0.0311863 | val_loss: 0.0312018 | Time: 1804.15 ms [2021-01-03 15:45:02 main:574] : INFO : Epoch 666 | loss: 0.0311873 | val_loss: 0.0312011 | Time: 1987.77 ms [2021-01-03 15:45:04 main:574] : INFO : Epoch 667 | loss: 0.0311868 | val_loss: 0.0311996 | Time: 1767.39 ms [2021-01-03 15:45:06 main:574] : INFO : Epoch 668 | loss: 0.0311858 | val_loss: 0.0311985 | Time: 1985.76 ms [2021-01-03 15:45:07 main:574] : INFO : Epoch 669 | loss: 0.031187 | val_loss: 0.0311987 | Time: 1757.8 ms [2021-01-03 15:45:09 main:574] : INFO : Epoch 670 | loss: 0.0311864 | val_loss: 0.0312007 | Time: 1940.77 ms [2021-01-03 15:45:11 main:574] : INFO : Epoch 671 | loss: 0.0311893 | val_loss: 0.0312134 | Time: 1760.35 ms [2021-01-03 15:45:13 main:574] : INFO : Epoch 672 | loss: 0.0311943 | val_loss: 0.0311992 | Time: 1959.62 ms [2021-01-03 15:45:15 main:574] : INFO : Epoch 673 | loss: 0.0311859 | val_loss: 0.0311993 | Time: 1768.38 ms [2021-01-03 15:45:17 main:574] : INFO : Epoch 674 | loss: 0.0311855 | val_loss: 0.0311975 | Time: 1973.12 ms [2021-01-03 15:45:19 main:574] : INFO : Epoch 675 | loss: 0.0311846 | val_loss: 0.0311983 | Time: 1788.97 ms [2021-01-03 15:45:21 main:574] : INFO : Epoch 676 | loss: 0.0311857 | val_loss: 0.0312003 | Time: 1956.02 ms [2021-01-03 15:45:22 main:574] : INFO : Epoch 677 | loss: 0.0311859 | val_loss: 0.0312013 | Time: 1834.42 ms [2021-01-03 15:45:24 main:574] : INFO : Epoch 678 | loss: 0.0311858 | val_loss: 0.0311995 | Time: 1885.08 ms [2021-01-03 15:45:26 main:574] : INFO : Epoch 679 | loss: 0.031186 | val_loss: 0.031197 | Time: 1916.57 ms [2021-01-03 15:45:28 main:574] : INFO : Epoch 680 | loss: 0.031187 | val_loss: 0.0312003 | Time: 1816.6 ms [2021-01-03 15:45:30 main:574] : INFO : Epoch 681 | loss: 0.0311841 | val_loss: 0.0311972 | Time: 1945.02 ms [2021-01-03 15:45:32 main:574] : INFO : Epoch 682 | loss: 0.0311842 | val_loss: 0.0311974 | Time: 1815.16 ms [2021-01-03 15:45:34 main:574] : INFO : Epoch 683 | loss: 0.0311853 | val_loss: 0.0311991 | Time: 1980.58 ms [2021-01-03 15:45:36 main:574] : INFO : Epoch 684 | loss: 0.0311838 | val_loss: 0.0312014 | Time: 1767.85 ms [2021-01-03 15:45:38 main:574] : INFO : Epoch 685 | loss: 0.0311852 | val_loss: 0.0311988 | Time: 1949.69 ms [2021-01-03 15:45:39 main:574] : INFO : Epoch 686 | loss: 0.0311843 | val_loss: 0.031199 | Time: 1789.96 ms [2021-01-03 15:45:41 main:574] : INFO : Epoch 687 | loss: 0.0311847 | val_loss: 0.0311976 | Time: 1988.71 ms [2021-01-03 15:45:43 main:574] : INFO : Epoch 688 | loss: 0.0311854 | val_loss: 0.0312023 | Time: 1778.4 ms [2021-01-03 15:45:45 main:574] : INFO : Epoch 689 | loss: 0.0311868 | val_loss: 0.0312018 | Time: 1966.97 ms [2021-01-03 15:45:47 main:574] : INFO : Epoch 690 | loss: 0.0311868 | val_loss: 0.0312004 | Time: 1758.5 ms [2021-01-03 15:45:49 main:574] : INFO : Epoch 691 | loss: 0.0311895 | val_loss: 0.0311974 | Time: 1958.44 ms [2021-01-03 15:45:51 main:574] : INFO : Epoch 692 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 1770.84 ms [2021-01-03 15:45:53 main:574] : INFO : Epoch 693 | loss: 0.0311872 | val_loss: 0.0311987 | Time: 1936.64 ms [2021-01-03 15:45:54 main:574] : INFO : Epoch 694 | loss: 0.0311858 | val_loss: 0.0311968 | Time: 1842.86 ms [2021-01-03 15:45:56 main:574] : INFO : Epoch 695 | loss: 0.0311848 | val_loss: 0.0312007 | Time: 1863.04 ms [2021-01-03 15:45:58 main:574] : INFO : Epoch 696 | loss: 0.0311867 | val_loss: 0.0311989 | Time: 1895.43 ms [2021-01-03 15:46:00 main:574] : INFO : Epoch 697 | loss: 0.0311888 | val_loss: 0.0312027 | Time: 1828.59 ms [2021-01-03 15:46:02 main:574] : INFO : Epoch 698 | loss: 0.0311913 | val_loss: 0.031204 | Time: 1944.62 ms [2021-01-03 15:46:04 main:574] : INFO : Epoch 699 | loss: 0.0311927 | val_loss: 0.0312025 | Time: 1799.34 ms [2021-01-03 15:46:06 main:574] : INFO : Epoch 700 | loss: 0.0311962 | val_loss: 0.0312011 | Time: 1998.58 ms [2021-01-03 15:46:08 main:574] : INFO : Epoch 701 | loss: 0.0312001 | val_loss: 0.0312121 | Time: 1790.19 ms [2021-01-03 15:46:10 main:574] : INFO : Epoch 702 | loss: 0.0312054 | val_loss: 0.0312087 | Time: 1943.55 ms [2021-01-03 15:46:12 main:574] : INFO : Epoch 703 | loss: 0.0312063 | val_loss: 0.0312091 | Time: 1941 ms [2021-01-03 15:46:14 main:574] : INFO : Epoch 704 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 1928.38 ms [2021-01-03 15:46:15 main:574] : INFO : Epoch 705 | loss: 0.031205 | val_loss: 0.031209 | Time: 1781.42 ms [2021-01-03 15:46:17 main:574] : INFO : Epoch 706 | loss: 0.031205 | val_loss: 0.0312076 | Time: 1965 ms [2021-01-03 15:46:19 main:574] : INFO : Epoch 707 | loss: 0.0312042 | val_loss: 0.0312066 | Time: 1769.58 ms [2021-01-03 15:46:21 main:574] : INFO : Epoch 708 | loss: 0.0312038 | val_loss: 0.0312053 | Time: 1988.54 ms [2021-01-03 15:46:23 main:574] : INFO : Epoch 709 | loss: 0.0312023 | val_loss: 0.031207 | Time: 1753.55 ms [2021-01-03 15:46:25 main:574] : INFO : Epoch 710 | loss: 0.0312004 | val_loss: 0.0312076 | Time: 1938.45 ms [2021-01-03 15:46:27 main:574] : INFO : Epoch 711 | loss: 0.0311997 | val_loss: 0.0312059 | Time: 1833.06 ms [2021-01-03 15:46:29 main:574] : INFO : Epoch 712 | loss: 0.0311991 | val_loss: 0.0312039 | Time: 1901.28 ms [2021-01-03 15:46:30 main:574] : INFO : Epoch 713 | loss: 0.031199 | val_loss: 0.0312048 | Time: 1886.48 ms [2021-01-03 15:46:32 main:574] : INFO : Epoch 714 | loss: 0.0311994 | val_loss: 0.0312065 | Time: 1848.46 ms [2021-01-03 15:46:34 main:574] : INFO : Epoch 715 | loss: 0.0311989 | val_loss: 0.0312047 | Time: 1923.79 ms [2021-01-03 15:46:36 main:574] : INFO : Epoch 716 | loss: 0.0311986 | val_loss: 0.031204 | Time: 1820.96 ms [2021-01-03 15:46:38 main:574] : INFO : Epoch 717 | loss: 0.0311977 | val_loss: 0.0312035 | Time: 1981.45 ms [2021-01-03 15:46:40 main:574] : INFO : Epoch 718 | loss: 0.0311983 | val_loss: 0.0312043 | Time: 1740.99 ms [2021-01-03 15:46:42 main:574] : INFO : Epoch 719 | loss: 0.0311991 | val_loss: 0.0312045 | Time: 1947.1 ms [2021-01-03 15:46:44 main:574] : INFO : Epoch 720 | loss: 0.0311988 | val_loss: 0.0312046 | Time: 1772.96 ms [2021-01-03 15:46:46 main:574] : INFO : Epoch 721 | loss: 0.0311989 | val_loss: 0.0312058 | Time: 1988.31 ms [2021-01-03 15:46:47 main:574] : INFO : Epoch 722 | loss: 0.0312008 | val_loss: 0.0312055 | Time: 1772.81 ms [2021-01-03 15:46:49 main:574] : INFO : Epoch 723 | loss: 0.0312 | val_loss: 0.0312044 | Time: 1959.5 ms [2021-01-03 15:46:51 main:574] : INFO : Epoch 724 | loss: 0.0312001 | val_loss: 0.031204 | Time: 1789.6 ms [2021-01-03 15:46:53 main:574] : INFO : Epoch 725 | loss: 0.0311997 | val_loss: 0.0312039 | Time: 1995.66 ms [2021-01-03 15:46:55 main:574] : INFO : Epoch 726 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 1775.7 ms [2021-01-03 15:46:57 main:574] : INFO : Epoch 727 | loss: 0.0312021 | val_loss: 0.0312089 | Time: 1912.04 ms [2021-01-03 15:46:59 main:574] : INFO : Epoch 728 | loss: 0.0312 | val_loss: 0.0312045 | Time: 1854.95 ms [2021-01-03 15:47:01 main:574] : INFO : Epoch 729 | loss: 0.0311982 | val_loss: 0.0312042 | Time: 1870.14 ms [2021-01-03 15:47:02 main:574] : INFO : Epoch 730 | loss: 0.0311979 | val_loss: 0.0312055 | Time: 1885.81 ms [2021-01-03 15:47:04 main:574] : INFO : Epoch 731 | loss: 0.0312003 | val_loss: 0.0312035 | Time: 1814.88 ms [2021-01-03 15:47:06 main:574] : INFO : Epoch 732 | loss: 0.0312005 | val_loss: 0.0312056 | Time: 1972.96 ms [2021-01-03 15:47:08 main:574] : INFO : Epoch 733 | loss: 0.0312025 | val_loss: 0.0312053 | Time: 1767.77 ms [2021-01-03 15:47:10 main:574] : INFO : Epoch 734 | loss: 0.0311997 | val_loss: 0.0312047 | Time: 1956.61 ms [2021-01-03 15:47:12 main:574] : INFO : Epoch 735 | loss: 0.0311988 | val_loss: 0.0312061 | Time: 1853.45 ms [2021-01-03 15:47:14 main:574] : INFO : Epoch 736 | loss: 0.0311976 | val_loss: 0.0312069 | Time: 1927.47 ms [2021-01-03 15:47:16 main:574] : INFO : Epoch 737 | loss: 0.0311993 | val_loss: 0.0312048 | Time: 1762.29 ms [2021-01-03 15:47:18 main:574] : INFO : Epoch 738 | loss: 0.0311981 | val_loss: 0.0312042 | Time: 1947.01 ms [2021-01-03 15:47:19 main:574] : INFO : Epoch 739 | loss: 0.0311978 | val_loss: 0.0312044 | Time: 1769.57 ms [2021-01-03 15:47:21 main:574] : INFO : Epoch 740 | loss: 0.0311977 | val_loss: 0.0312036 | Time: 1982.14 ms [2021-01-03 15:47:23 main:574] : INFO : Epoch 741 | loss: 0.0311978 | val_loss: 0.0312055 | Time: 1758.42 ms [2021-01-03 15:47:25 main:574] : INFO : Epoch 742 | loss: 0.0311969 | val_loss: 0.0312035 | Time: 1914.31 ms [2021-01-03 15:47:27 main:574] : INFO : Epoch 743 | loss: 0.0311971 | val_loss: 0.0312041 | Time: 1829.44 ms [2021-01-03 15:47:29 main:574] : INFO : Epoch 744 | loss: 0.031197 | val_loss: 0.0312044 | Time: 1886.38 ms [2021-01-03 15:47:31 main:574] : INFO : Epoch 745 | loss: 0.0311964 | val_loss: 0.0312024 | Time: 1830.82 ms [2021-01-03 15:47:33 main:574] : INFO : Epoch 746 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 1917.97 ms [2021-01-03 15:47:34 main:574] : INFO : Epoch 747 | loss: 0.0311964 | val_loss: 0.0312031 | Time: 1924.75 ms [2021-01-03 15:47:36 main:574] : INFO : Epoch 748 | loss: 0.0311964 | val_loss: 0.0312038 | Time: 1788.94 ms [2021-01-03 15:47:38 main:574] : INFO : Epoch 749 | loss: 0.0311964 | val_loss: 0.0312046 | Time: 2006.76 ms [2021-01-03 15:47:40 main:574] : INFO : Epoch 750 | loss: 0.0311976 | val_loss: 0.0312084 | Time: 1770.14 ms [2021-01-03 15:47:42 main:574] : INFO : Epoch 751 | loss: 0.0311985 | val_loss: 0.0312103 | Time: 1982.12 ms [2021-01-03 15:47:44 main:574] : INFO : Epoch 752 | loss: 0.0311979 | val_loss: 0.0312025 | Time: 1768.48 ms [2021-01-03 15:47:46 main:574] : INFO : Epoch 753 | loss: 0.0311961 | val_loss: 0.0312061 | Time: 1968.61 ms [2021-01-03 15:47:48 main:574] : INFO : Epoch 754 | loss: 0.0311961 | val_loss: 0.0312032 | Time: 1766.96 ms [2021-01-03 15:47:50 main:574] : INFO : Epoch 755 | loss: 0.0311964 | val_loss: 0.0312061 | Time: 1947.63 ms [2021-01-03 15:47:51 main:574] : INFO : Epoch 756 | loss: 0.031195 | val_loss: 0.0312038 | Time: 1784.11 ms [2021-01-03 15:47:53 main:574] : INFO : Epoch 757 | loss: 0.0311975 | val_loss: 0.0312062 | Time: 1949.54 ms [2021-01-03 15:47:55 main:574] : INFO : Epoch 758 | loss: 0.0311974 | val_loss: 0.0312083 | Time: 1771.02 ms [2021-01-03 15:47:57 main:574] : INFO : Epoch 759 | loss: 0.0311949 | val_loss: 0.0312067 | Time: 1929.1 ms [2021-01-03 15:47:59 main:574] : INFO : Epoch 760 | loss: 0.0311955 | val_loss: 0.031203 | Time: 1878.42 ms [2021-01-03 15:48:01 main:574] : INFO : Epoch 761 | loss: 0.0311953 | val_loss: 0.0312064 | Time: 1875.28 ms [2021-01-03 15:48:03 main:574] : INFO : Epoch 762 | loss: 0.0311943 | val_loss: 0.0312035 | Time: 1892.44 ms [2021-01-03 15:48:05 main:574] : INFO : Epoch 763 | loss: 0.031195 | val_loss: 0.0312043 | Time: 1815.95 ms [2021-01-03 15:48:06 main:574] : INFO : Epoch 764 | loss: 0.031195 | val_loss: 0.0312054 | Time: 1945.89 ms [2021-01-03 15:48:08 main:574] : INFO : Epoch 765 | loss: 0.0311944 | val_loss: 0.0312067 | Time: 1750.52 ms [2021-01-03 15:48:10 main:574] : INFO : Epoch 766 | loss: 0.0311943 | val_loss: 0.031203 | Time: 1953.28 ms [2021-01-03 15:48:12 main:574] : INFO : Epoch 767 | loss: 0.0311942 | val_loss: 0.0312027 | Time: 1788.78 ms [2021-01-03 15:48:14 main:574] : INFO : Epoch 768 | loss: 0.0311961 | val_loss: 0.0312034 | Time: 1946.85 ms [2021-01-03 15:48:16 main:574] : INFO : Epoch 769 | loss: 0.0311962 | val_loss: 0.0312032 | Time: 1791.39 ms [2021-01-03 15:48:18 main:574] : INFO : Epoch 770 | loss: 0.0312011 | val_loss: 0.0312138 | Time: 1923.71 ms [2021-01-03 15:48:19 main:574] : INFO : Epoch 771 | loss: 0.0311986 | val_loss: 0.0312056 | Time: 1779.72 ms [2021-01-03 15:48:21 main:574] : INFO : Epoch 772 | loss: 0.0311961 | val_loss: 0.0312065 | Time: 1942.18 ms [2021-01-03 15:48:23 main:574] : INFO : Epoch 773 | loss: 0.0311966 | val_loss: 0.0312036 | Time: 1766.68 ms [2021-01-03 15:48:25 main:574] : INFO : Epoch 774 | loss: 0.0311956 | val_loss: 0.031204 | Time: 1896.15 ms [2021-01-03 15:48:27 main:574] : INFO : Epoch 775 | loss: 0.0311951 | val_loss: 0.0312101 | Time: 1860.05 ms [2021-01-03 15:48:29 main:574] : INFO : Epoch 776 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 1882.37 ms [2021-01-03 15:48:31 main:574] : INFO : Epoch 777 | loss: 0.0311974 | val_loss: 0.0312117 | Time: 1898.95 ms [2021-01-03 15:48:33 main:574] : INFO : Epoch 778 | loss: 0.0311957 | val_loss: 0.031204 | Time: 1809.35 ms [2021-01-03 15:48:35 main:574] : INFO : Epoch 779 | loss: 0.0311944 | val_loss: 0.0312038 | Time: 1979.32 ms [2021-01-03 15:48:36 main:574] : INFO : Epoch 780 | loss: 0.0311951 | val_loss: 0.031203 | Time: 1795.29 ms [2021-01-03 15:48:38 main:574] : INFO : Epoch 781 | loss: 0.0311939 | val_loss: 0.0312058 | Time: 1982.25 ms [2021-01-03 15:48:40 main:574] : INFO : Epoch 782 | loss: 0.0311935 | val_loss: 0.0312036 | Time: 1804.52 ms [2021-01-03 15:48:42 main:574] : INFO : Epoch 783 | loss: 0.0311938 | val_loss: 0.0312034 | Time: 1960.81 ms [2021-01-03 15:48:44 main:574] : INFO : Epoch 784 | loss: 0.031194 | val_loss: 0.0312042 | Time: 1791.15 ms [2021-01-03 15:48:46 main:574] : INFO : Epoch 785 | loss: 0.0311949 | val_loss: 0.0312039 | Time: 1984.56 ms [2021-01-03 15:48:48 main:574] : INFO : Epoch 786 | loss: 0.0311955 | val_loss: 0.0312036 | Time: 1777.86 ms [2021-01-03 15:48:50 main:574] : INFO : Epoch 787 | loss: 0.0311943 | val_loss: 0.0312043 | Time: 1979.95 ms [2021-01-03 15:48:52 main:574] : INFO : Epoch 788 | loss: 0.031194 | val_loss: 0.0312028 | Time: 1748.3 ms [2021-01-03 15:48:54 main:574] : INFO : Epoch 789 | loss: 0.0311946 | val_loss: 0.0312029 | Time: 1962.14 ms [2021-01-03 15:48:55 main:574] : INFO : Epoch 790 | loss: 0.0311931 | val_loss: 0.0312049 | Time: 1783.61 ms [2021-01-03 15:48:57 main:574] : INFO : Epoch 791 | loss: 0.0311936 | val_loss: 0.0312031 | Time: 1933.54 ms [2021-01-03 15:48:59 main:574] : INFO : Epoch 792 | loss: 0.0311926 | val_loss: 0.0312019 | Time: 1843.07 ms [2021-01-03 15:49:01 main:574] : INFO : Epoch 793 | loss: 0.0311928 | val_loss: 0.0312042 | Time: 1898.65 ms [2021-01-03 15:49:03 main:574] : INFO : Epoch 794 | loss: 0.0311922 | val_loss: 0.0312026 | Time: 1882.35 ms [2021-01-03 15:49:05 main:574] : INFO : Epoch 795 | loss: 0.0311932 | val_loss: 0.0312051 | Time: 1821.99 ms [2021-01-03 15:49:07 main:574] : INFO : Epoch 796 | loss: 0.0311937 | val_loss: 0.0312067 | Time: 1959.46 ms [2021-01-03 15:49:09 main:574] : INFO : Epoch 797 | loss: 0.0311929 | val_loss: 0.0312026 | Time: 1798 ms [2021-01-03 15:49:10 main:574] : INFO : Epoch 798 | loss: 0.031194 | val_loss: 0.031205 | Time: 1956.78 ms [2021-01-03 15:49:12 main:574] : INFO : Epoch 799 | loss: 0.0311931 | val_loss: 0.0312031 | Time: 1803.18 ms [2021-01-03 15:49:14 main:574] : INFO : Epoch 800 | loss: 0.0311925 | val_loss: 0.0312038 | Time: 1954.83 ms [2021-01-03 15:49:16 main:574] : INFO : Epoch 801 | loss: 0.0311923 | val_loss: 0.0312036 | Time: 1768.43 ms [2021-01-03 15:49:18 main:574] : INFO : Epoch 802 | loss: 0.0311956 | val_loss: 0.0312029 | Time: 1953.19 ms [2021-01-03 15:49:20 main:574] : INFO : Epoch 803 | loss: 0.0311968 | val_loss: 0.0312051 | Time: 1765.19 ms [2021-01-03 15:49:22 main:574] : INFO : Epoch 804 | loss: 0.0311941 | val_loss: 0.0312058 | Time: 1971.42 ms [2021-01-03 15:49:24 main:574] : INFO : Epoch 805 | loss: 0.0311931 | val_loss: 0.031204 | Time: 1766.52 ms [2021-01-03 15:49:26 main:574] : INFO : Epoch 806 | loss: 0.0311933 | val_loss: 0.0312069 | Time: 1956.69 ms [2021-01-03 15:49:27 main:574] : INFO : Epoch 807 | loss: 0.0311936 | val_loss: 0.0312031 | Time: 1851.17 ms [2021-01-03 15:49:29 main:574] : INFO : Epoch 808 | loss: 0.0311939 | val_loss: 0.031205 | Time: 1908.09 ms [2021-01-03 15:49:31 main:574] : INFO : Epoch 809 | loss: 0.0311932 | val_loss: 0.0312073 | Time: 1875.12 ms [2021-01-03 15:49:33 main:574] : INFO : Epoch 810 | loss: 0.0311934 | val_loss: 0.0312046 | Time: 1863.4 ms [2021-01-03 15:49:35 main:574] : INFO : Epoch 811 | loss: 0.0311924 | val_loss: 0.0312032 | Time: 1930.51 ms [2021-01-03 15:49:37 main:574] : INFO : Epoch 812 | loss: 0.0311944 | val_loss: 0.0312042 | Time: 1810.21 ms [2021-01-03 15:49:39 main:574] : INFO : Epoch 813 | loss: 0.031193 | val_loss: 0.0312047 | Time: 1945.16 ms [2021-01-03 15:49:41 main:574] : INFO : Epoch 814 | loss: 0.0311949 | val_loss: 0.0312061 | Time: 1760.76 ms [2021-01-03 15:49:43 main:574] : INFO : Epoch 815 | loss: 0.0311994 | val_loss: 0.0312105 | Time: 1948.51 ms [2021-01-03 15:49:44 main:574] : INFO : Epoch 816 | loss: 0.0311961 | val_loss: 0.0312057 | Time: 1760.97 ms [2021-01-03 15:49:46 main:574] : INFO : Epoch 817 | loss: 0.0311946 | val_loss: 0.0312032 | Time: 1939.14 ms [2021-01-03 15:49:48 main:574] : INFO : Epoch 818 | loss: 0.0311922 | val_loss: 0.0312042 | Time: 1778.54 ms [2021-01-03 15:49:50 main:574] : INFO : Epoch 819 | loss: 0.0311919 | val_loss: 0.031203 | Time: 1985.01 ms [2021-01-03 15:49:52 main:574] : INFO : Epoch 820 | loss: 0.0311922 | val_loss: 0.0312026 | Time: 1747.13 ms [2021-01-03 15:49:54 main:574] : INFO : Epoch 821 | loss: 0.031193 | val_loss: 0.0312041 | Time: 1971.73 ms [2021-01-03 15:49:56 main:574] : INFO : Epoch 822 | loss: 0.0311924 | val_loss: 0.0312032 | Time: 1822.5 ms [2021-01-03 15:49:58 main:574] : INFO : Epoch 823 | loss: 0.0311915 | val_loss: 0.0312019 | Time: 1939.1 ms [2021-01-03 15:49:59 main:574] : INFO : Epoch 824 | loss: 0.0311913 | val_loss: 0.0312021 | Time: 1846.08 ms [2021-01-03 15:50:01 main:574] : INFO : Epoch 825 | loss: 0.0311919 | val_loss: 0.031203 | Time: 1895.1 ms [2021-01-03 15:50:03 main:574] : INFO : Epoch 826 | loss: 0.0311914 | val_loss: 0.0312041 | Time: 1886.26 ms [2021-01-03 15:50:05 main:574] : INFO : Epoch 827 | loss: 0.0311937 | val_loss: 0.0312017 | Time: 1817.58 ms [2021-01-03 15:50:07 main:574] : INFO : Epoch 828 | loss: 0.0311931 | val_loss: 0.0312022 | Time: 1954.57 ms [2021-01-03 15:50:09 main:574] : INFO : Epoch 829 | loss: 0.0311936 | val_loss: 0.0312015 | Time: 1821.96 ms [2021-01-03 15:50:11 main:574] : INFO : Epoch 830 | loss: 0.0311931 | val_loss: 0.0312032 | Time: 1998.97 ms [2021-01-03 15:50:13 main:574] : INFO : Epoch 831 | loss: 0.0311929 | val_loss: 0.0312008 | Time: 1784 ms [2021-01-03 15:50:15 main:574] : INFO : Epoch 832 | loss: 0.0311934 | val_loss: 0.0312006 | Time: 2000.17 ms [2021-01-03 15:50:16 main:574] : INFO : Epoch 833 | loss: 0.0311937 | val_loss: 0.0312059 | Time: 1768.62 ms [2021-01-03 15:50:18 main:574] : INFO : Epoch 834 | loss: 0.0311937 | val_loss: 0.0312005 | Time: 1958.75 ms [2021-01-03 15:50:20 main:574] : INFO : Epoch 835 | loss: 0.0311923 | val_loss: 0.0312004 | Time: 1757.08 ms [2021-01-03 15:50:22 main:574] : INFO : Epoch 836 | loss: 0.0311919 | val_loss: 0.0312018 | Time: 1959.36 ms [2021-01-03 15:50:24 main:574] : INFO : Epoch 837 | loss: 0.031193 | val_loss: 0.0312009 | Time: 1753.25 ms [2021-01-03 15:50:26 main:574] : INFO : Epoch 838 | loss: 0.0311925 | val_loss: 0.0312003 | Time: 1986.07 ms [2021-01-03 15:50:28 main:574] : INFO : Epoch 839 | loss: 0.0311918 | val_loss: 0.0312042 | Time: 1788.76 ms [2021-01-03 15:50:30 main:574] : INFO : Epoch 840 | loss: 0.0311917 | val_loss: 0.0312012 | Time: 1916.34 ms [2021-01-03 15:50:32 main:574] : INFO : Epoch 841 | loss: 0.0311917 | val_loss: 0.0312033 | Time: 1860.36 ms [2021-01-03 15:50:33 main:574] : INFO : Epoch 842 | loss: 0.0311922 | val_loss: 0.0312023 | Time: 1860.87 ms [2021-01-03 15:50:35 main:574] : INFO : Epoch 843 | loss: 0.0311961 | val_loss: 0.0312036 | Time: 1901.08 ms [2021-01-03 15:50:37 main:574] : INFO : Epoch 844 | loss: 0.0311952 | val_loss: 0.0312016 | Time: 1845.82 ms [2021-01-03 15:50:39 main:574] : INFO : Epoch 845 | loss: 0.0311939 | val_loss: 0.0312028 | Time: 2039.43 ms [2021-01-03 15:50:41 main:574] : INFO : Epoch 846 | loss: 0.0311947 | val_loss: 0.0312012 | Time: 1842.11 ms [2021-01-03 15:50:43 main:574] : INFO : Epoch 847 | loss: 0.0311952 | val_loss: 0.0312045 | Time: 2014.17 ms [2021-01-03 15:50:45 main:574] : INFO : Epoch 848 | loss: 0.0311943 | val_loss: 0.0312011 | Time: 1753.18 ms [2021-01-03 15:50:47 main:574] : INFO : Epoch 849 | loss: 0.0311935 | val_loss: 0.0312019 | Time: 1954.09 ms [2021-01-03 15:50:49 main:574] : INFO : Epoch 850 | loss: 0.0311938 | val_loss: 0.0312011 | Time: 1775.45 ms [2021-01-03 15:50:51 main:574] : INFO : Epoch 851 | loss: 0.0311945 | val_loss: 0.0312014 | Time: 2001.85 ms [2021-01-03 15:50:52 main:574] : INFO : Epoch 852 | loss: 0.0311949 | val_loss: 0.0312027 | Time: 1767.57 ms [2021-01-03 15:50:54 main:574] : INFO : Epoch 853 | loss: 0.0311928 | val_loss: 0.0312034 | Time: 1938.53 ms [2021-01-03 15:50:56 main:574] : INFO : Epoch 854 | loss: 0.0311933 | val_loss: 0.0312045 | Time: 1756.18 ms [2021-01-03 15:50:58 main:574] : INFO : Epoch 855 | loss: 0.0311971 | val_loss: 0.0312029 | Time: 1943.11 ms [2021-01-03 15:51:00 main:574] : INFO : Epoch 856 | loss: 0.0311961 | val_loss: 0.0312026 | Time: 1783.99 ms [2021-01-03 15:51:02 main:574] : INFO : Epoch 857 | loss: 0.0311968 | val_loss: 0.0312055 | Time: 1935.77 ms [2021-01-03 15:51:04 main:574] : INFO : Epoch 858 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 1877.7 ms [2021-01-03 15:51:06 main:574] : INFO : Epoch 859 | loss: 0.031196 | val_loss: 0.0312018 | Time: 1883.4 ms [2021-01-03 15:51:07 main:574] : INFO : Epoch 860 | loss: 0.0311957 | val_loss: 0.0312046 | Time: 1848.6 ms [2021-01-03 15:51:09 main:574] : INFO : Epoch 861 | loss: 0.0311957 | val_loss: 0.0312024 | Time: 1827.61 ms [2021-01-03 15:51:11 main:574] : INFO : Epoch 862 | loss: 0.0311967 | val_loss: 0.0312059 | Time: 1916.27 ms [2021-01-03 15:51:13 main:574] : INFO : Epoch 863 | loss: 0.0311968 | val_loss: 0.031204 | Time: 1776.19 ms [2021-01-03 15:51:15 main:574] : INFO : Epoch 864 | loss: 0.0311971 | val_loss: 0.0312019 | Time: 1963.86 ms [2021-01-03 15:51:17 main:574] : INFO : Epoch 865 | loss: 0.0311975 | val_loss: 0.0312026 | Time: 1804.38 ms [2021-01-03 15:51:19 main:574] : INFO : Epoch 866 | loss: 0.031196 | val_loss: 0.0312016 | Time: 1974.48 ms [2021-01-03 15:51:21 main:574] : INFO : Epoch 867 | loss: 0.0311951 | val_loss: 0.0312022 | Time: 1784.08 ms [2021-01-03 15:51:23 main:574] : INFO : Epoch 868 | loss: 0.0311965 | val_loss: 0.0312046 | Time: 1995.34 ms [2021-01-03 15:51:24 main:574] : INFO : Epoch 869 | loss: 0.0311975 | val_loss: 0.0312041 | Time: 1735.63 ms [2021-01-03 15:51:26 main:574] : INFO : Epoch 870 | loss: 0.0311992 | val_loss: 0.0312059 | Time: 1959.32 ms [2021-01-03 15:51:28 main:574] : INFO : Epoch 871 | loss: 0.0311983 | val_loss: 0.0312091 | Time: 1760.76 ms [2021-01-03 15:51:30 main:574] : INFO : Epoch 872 | loss: 0.0312016 | val_loss: 0.031209 | Time: 1934.84 ms [2021-01-03 15:51:32 main:574] : INFO : Epoch 873 | loss: 0.0311975 | val_loss: 0.0312041 | Time: 1811.78 ms [2021-01-03 15:51:34 main:574] : INFO : Epoch 874 | loss: 0.031196 | val_loss: 0.0312034 | Time: 1859.6 ms [2021-01-03 15:51:36 main:574] : INFO : Epoch 875 | loss: 0.031196 | val_loss: 0.0312039 | Time: 1854.63 ms [2021-01-03 15:51:37 main:574] : INFO : Epoch 876 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 1856.34 ms [2021-01-03 15:51:39 main:574] : INFO : Epoch 877 | loss: 0.0311949 | val_loss: 0.031202 | Time: 1956.31 ms [2021-01-03 15:51:41 main:574] : INFO : Epoch 878 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 1784.87 ms [2021-01-03 15:51:43 main:574] : INFO : Epoch 879 | loss: 0.0311967 | val_loss: 0.0312005 | Time: 1963.02 ms [2021-01-03 15:51:45 main:574] : INFO : Epoch 880 | loss: 0.0311936 | val_loss: 0.0312011 | Time: 1770.78 ms [2021-01-03 15:51:47 main:574] : INFO : Epoch 881 | loss: 0.0311942 | val_loss: 0.0311998 | Time: 1961.51 ms [2021-01-03 15:51:49 main:574] : INFO : Epoch 882 | loss: 0.0311934 | val_loss: 0.031202 | Time: 1781.23 ms [2021-01-03 15:51:51 main:574] : INFO : Epoch 883 | loss: 0.0311936 | val_loss: 0.0312023 | Time: 1965.58 ms [2021-01-03 15:51:53 main:574] : INFO : Epoch 884 | loss: 0.0311957 | val_loss: 0.0312026 | Time: 1805.99 ms [2021-01-03 15:51:54 main:574] : INFO : Epoch 885 | loss: 0.0311935 | val_loss: 0.0312023 | Time: 1916.68 ms [2021-01-03 15:51:56 main:574] : INFO : Epoch 886 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 1758.92 ms [2021-01-03 15:51:58 main:574] : INFO : Epoch 887 | loss: 0.0311934 | val_loss: 0.0312061 | Time: 1922.89 ms [2021-01-03 15:52:00 main:574] : INFO : Epoch 888 | loss: 0.0311968 | val_loss: 0.0312027 | Time: 1820.64 ms [2021-01-03 15:52:02 main:574] : INFO : Epoch 889 | loss: 0.0311958 | val_loss: 0.0312027 | Time: 1899.16 ms [2021-01-03 15:52:04 main:574] : INFO : Epoch 890 | loss: 0.0311958 | val_loss: 0.0312026 | Time: 1884.29 ms [2021-01-03 15:52:06 main:574] : INFO : Epoch 891 | loss: 0.031196 | val_loss: 0.0312025 | Time: 1841.38 ms [2021-01-03 15:52:08 main:574] : INFO : Epoch 892 | loss: 0.0311943 | val_loss: 0.0312022 | Time: 1936.38 ms [2021-01-03 15:52:09 main:574] : INFO : Epoch 893 | loss: 0.0311936 | val_loss: 0.0312005 | Time: 1806.96 ms [2021-01-03 15:52:11 main:574] : INFO : Epoch 894 | loss: 0.0311935 | val_loss: 0.0312042 | Time: 1977.33 ms [2021-01-03 15:52:13 main:574] : INFO : Epoch 895 | loss: 0.0311927 | val_loss: 0.0312014 | Time: 1744.91 ms [2021-01-03 15:52:15 main:574] : INFO : Epoch 896 | loss: 0.0311928 | val_loss: 0.0312018 | Time: 1981.77 ms [2021-01-03 15:52:17 main:574] : INFO : Epoch 897 | loss: 0.0311937 | val_loss: 0.0312021 | Time: 1774.04 ms [2021-01-03 15:52:19 main:574] : INFO : Epoch 898 | loss: 0.0311929 | val_loss: 0.031206 | Time: 1965.67 ms [2021-01-03 15:52:21 main:574] : INFO : Epoch 899 | loss: 0.0311948 | val_loss: 0.0312006 | Time: 1760.36 ms [2021-01-03 15:52:23 main:574] : INFO : Epoch 900 | loss: 0.0311929 | val_loss: 0.0312023 | Time: 1942.11 ms [2021-01-03 15:52:24 main:574] : INFO : Epoch 901 | loss: 0.0311914 | val_loss: 0.0312022 | Time: 1741.95 ms [2021-01-03 15:52:26 main:574] : INFO : Epoch 902 | loss: 0.0311911 | val_loss: 0.0312025 | Time: 1958.51 ms [2021-01-03 15:52:28 main:574] : INFO : Epoch 903 | loss: 0.0311915 | val_loss: 0.031203 | Time: 1813.5 ms [2021-01-03 15:52:30 main:574] : INFO : Epoch 904 | loss: 0.0312075 | val_loss: 0.0312129 | Time: 1894.68 ms [2021-01-03 15:52:32 main:574] : INFO : Epoch 905 | loss: 0.0312125 | val_loss: 0.0312134 | Time: 1869 ms [2021-01-03 15:52:34 main:574] : INFO : Epoch 906 | loss: 0.0312122 | val_loss: 0.0312156 | Time: 1856.21 ms [2021-01-03 15:52:36 main:574] : INFO : Epoch 907 | loss: 0.0312172 | val_loss: 0.0312146 | Time: 1877.9 ms [2021-01-03 15:52:38 main:574] : INFO : Epoch 908 | loss: 0.0312128 | val_loss: 0.0312059 | Time: 1808.68 ms [2021-01-03 15:52:40 main:574] : INFO : Epoch 909 | loss: 0.031208 | val_loss: 0.0312044 | Time: 2001.13 ms [2021-01-03 15:52:41 main:574] : INFO : Epoch 910 | loss: 0.0312074 | val_loss: 0.0312036 | Time: 1763.36 ms [2021-01-03 15:52:43 main:574] : INFO : Epoch 911 | loss: 0.0312066 | val_loss: 0.0312033 | Time: 1994.06 ms [2021-01-03 15:52:45 main:574] : INFO : Epoch 912 | loss: 0.0312047 | val_loss: 0.0312066 | Time: 1766.58 ms [2021-01-03 15:52:47 main:574] : INFO : Epoch 913 | loss: 0.0312055 | val_loss: 0.0312019 | Time: 1940.44 ms [2021-01-03 15:52:49 main:574] : INFO : Epoch 914 | loss: 0.0312044 | val_loss: 0.0312026 | Time: 1777.43 ms [2021-01-03 15:52:51 main:574] : INFO : Epoch 915 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 1953.04 ms [2021-01-03 15:52:53 main:574] : INFO : Epoch 916 | loss: 0.031205 | val_loss: 0.0312042 | Time: 1814.39 ms [2021-01-03 15:52:55 main:574] : INFO : Epoch 917 | loss: 0.0312052 | val_loss: 0.031203 | Time: 1967.31 ms [2021-01-03 15:52:56 main:574] : INFO : Epoch 918 | loss: 0.0312041 | val_loss: 0.0312041 | Time: 1775.2 ms [2021-01-03 15:52:58 main:574] : INFO : Epoch 919 | loss: 0.0312059 | val_loss: 0.031206 | Time: 1912.72 ms [2021-01-03 15:53:00 main:574] : INFO : Epoch 920 | loss: 0.0312045 | val_loss: 0.031203 | Time: 1845.91 ms [2021-01-03 15:53:02 main:574] : INFO : Epoch 921 | loss: 0.0312035 | val_loss: 0.0312016 | Time: 1903.14 ms [2021-01-03 15:53:04 main:574] : INFO : Epoch 922 | loss: 0.0312029 | val_loss: 0.0312025 | Time: 1891.49 ms [2021-01-03 15:53:06 main:574] : INFO : Epoch 923 | loss: 0.0312035 | val_loss: 0.031203 | Time: 1801.38 ms [2021-01-03 15:53:08 main:574] : INFO : Epoch 924 | loss: 0.0312027 | val_loss: 0.0312011 | Time: 1949.21 ms [2021-01-03 15:53:10 main:574] : INFO : Epoch 925 | loss: 0.0312024 | val_loss: 0.0312013 | Time: 1790.39 ms [2021-01-03 15:53:12 main:574] : INFO : Epoch 926 | loss: 0.031202 | val_loss: 0.0312016 | Time: 2007.61 ms [2021-01-03 15:53:13 main:574] : INFO : Epoch 927 | loss: 0.0312025 | val_loss: 0.0312057 | Time: 1780.74 ms [2021-01-03 15:53:15 main:574] : INFO : Epoch 928 | loss: 0.0312024 | val_loss: 0.0312028 | Time: 1975.14 ms [2021-01-03 15:53:17 main:574] : INFO : Epoch 929 | loss: 0.0312023 | val_loss: 0.0312046 | Time: 1738.64 ms [2021-01-03 15:53:19 main:574] : INFO : Epoch 930 | loss: 0.0312019 | val_loss: 0.0312021 | Time: 1994.61 ms [2021-01-03 15:53:21 main:574] : INFO : Epoch 931 | loss: 0.031201 | val_loss: 0.031202 | Time: 1789.84 ms [2021-01-03 15:53:23 main:574] : INFO : Epoch 932 | loss: 0.0312054 | val_loss: 0.0312451 | Time: 1938.84 ms [2021-01-03 15:53:25 main:574] : INFO : Epoch 933 | loss: 0.0345889 | val_loss: 0.0329256 | Time: 1759.88 ms [2021-01-03 15:53:27 main:574] : INFO : Epoch 934 | loss: 0.0357704 | val_loss: 0.0334702 | Time: 1945.7 ms [2021-01-03 15:53:28 main:574] : INFO : Epoch 935 | loss: 0.0320245 | val_loss: 0.0315683 | Time: 1806.93 ms [2021-01-03 15:53:30 main:574] : INFO : Epoch 936 | loss: 0.0313767 | val_loss: 0.0312835 | Time: 1905.92 ms [2021-01-03 15:53:32 main:574] : INFO : Epoch 937 | loss: 0.0312706 | val_loss: 0.0312517 | Time: 1838.06 ms [2021-01-03 15:53:34 main:574] : INFO : Epoch 938 | loss: 0.0312536 | val_loss: 0.0312499 | Time: 1874.54 ms [2021-01-03 15:53:36 main:574] : INFO : Epoch 939 | loss: 0.0312494 | val_loss: 0.0312486 | Time: 1899.5 ms [2021-01-03 15:53:38 main:574] : INFO : Epoch 940 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 1807.47 ms [2021-01-03 15:53:40 main:574] : INFO : Epoch 941 | loss: 0.031247 | val_loss: 0.0312477 | Time: 1926.97 ms [2021-01-03 15:53:42 main:574] : INFO : Epoch 942 | loss: 0.0312465 | val_loss: 0.0312471 | Time: 1781.98 ms [2021-01-03 15:53:43 main:574] : INFO : Epoch 943 | loss: 0.031246 | val_loss: 0.0312466 | Time: 1940.16 ms [2021-01-03 15:53:45 main:574] : INFO : Epoch 944 | loss: 0.0312453 | val_loss: 0.031246 | Time: 1767.86 ms [2021-01-03 15:53:47 main:574] : INFO : Epoch 945 | loss: 0.0312447 | val_loss: 0.0312451 | Time: 1957.81 ms [2021-01-03 15:53:49 main:574] : INFO : Epoch 946 | loss: 0.0312443 | val_loss: 0.0312449 | Time: 1761.68 ms [2021-01-03 15:53:51 main:574] : INFO : Epoch 947 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 1976.3 ms [2021-01-03 15:53:53 main:574] : INFO : Epoch 948 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 1736.26 ms [2021-01-03 15:53:55 main:574] : INFO : Epoch 949 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 1931.33 ms [2021-01-03 15:53:56 main:574] : INFO : Epoch 950 | loss: 0.0312419 | val_loss: 0.0312428 | Time: 1780.14 ms [2021-01-03 15:53:58 main:574] : INFO : Epoch 951 | loss: 0.0312411 | val_loss: 0.0312419 | Time: 1876.91 ms [2021-01-03 15:54:00 main:574] : INFO : Epoch 952 | loss: 0.0312403 | val_loss: 0.0312411 | Time: 1856.61 ms [2021-01-03 15:54:02 main:574] : INFO : Epoch 953 | loss: 0.0312398 | val_loss: 0.0312405 | Time: 1832.91 ms [2021-01-03 15:54:04 main:574] : INFO : Epoch 954 | loss: 0.0312393 | val_loss: 0.0312399 | Time: 1921.44 ms [2021-01-03 15:54:06 main:574] : INFO : Epoch 955 | loss: 0.0312384 | val_loss: 0.0312389 | Time: 1782.68 ms [2021-01-03 15:54:08 main:574] : INFO : Epoch 956 | loss: 0.0312379 | val_loss: 0.0312387 | Time: 1985.5 ms [2021-01-03 15:54:10 main:574] : INFO : Epoch 957 | loss: 0.031237 | val_loss: 0.031237 | Time: 1762.96 ms [2021-01-03 15:54:12 main:574] : INFO : Epoch 958 | loss: 0.0312356 | val_loss: 0.0312362 | Time: 1971.89 ms [2021-01-03 15:54:13 main:574] : INFO : Epoch 959 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 1782.2 ms [2021-01-03 15:54:15 main:574] : INFO : Epoch 960 | loss: 0.0312333 | val_loss: 0.0312342 | Time: 2002.01 ms [2021-01-03 15:54:17 main:574] : INFO : Epoch 961 | loss: 0.0312318 | val_loss: 0.0312329 | Time: 1762.77 ms [2021-01-03 15:54:19 main:574] : INFO : Epoch 962 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 1934.78 ms [2021-01-03 15:54:21 main:574] : INFO : Epoch 963 | loss: 0.0312289 | val_loss: 0.0312301 | Time: 1762.12 ms [2021-01-03 15:54:23 main:574] : INFO : Epoch 964 | loss: 0.0312279 | val_loss: 0.0312282 | Time: 1966.12 ms [2021-01-03 15:54:25 main:574] : INFO : Epoch 965 | loss: 0.031226 | val_loss: 0.0312263 | Time: 1804.73 ms [2021-01-03 15:54:27 main:574] : INFO : Epoch 966 | loss: 0.0312238 | val_loss: 0.0312248 | Time: 1890.14 ms [2021-01-03 15:54:28 main:574] : INFO : Epoch 967 | loss: 0.0312223 | val_loss: 0.0312229 | Time: 1880.37 ms [2021-01-03 15:54:30 main:574] : INFO : Epoch 968 | loss: 0.0312205 | val_loss: 0.0312216 | Time: 1894.46 ms [2021-01-03 15:54:32 main:574] : INFO : Epoch 969 | loss: 0.0312183 | val_loss: 0.0312193 | Time: 1903.67 ms [2021-01-03 15:54:34 main:574] : INFO : Epoch 970 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 1813.21 ms [2021-01-03 15:54:36 main:574] : INFO : Epoch 971 | loss: 0.0312143 | val_loss: 0.0312153 | Time: 1967.8 ms [2021-01-03 15:54:38 main:574] : INFO : Epoch 972 | loss: 0.0312125 | val_loss: 0.0312132 | Time: 1769.81 ms [2021-01-03 15:54:40 main:574] : INFO : Epoch 973 | loss: 0.0312109 | val_loss: 0.031212 | Time: 1992.8 ms [2021-01-03 15:54:42 main:574] : INFO : Epoch 974 | loss: 0.0312094 | val_loss: 0.0312112 | Time: 1766.35 ms [2021-01-03 15:54:44 main:574] : INFO : Epoch 975 | loss: 0.0312083 | val_loss: 0.0312097 | Time: 1986.47 ms [2021-01-03 15:54:45 main:574] : INFO : Epoch 976 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 1803.97 ms [2021-01-03 15:54:47 main:574] : INFO : Epoch 977 | loss: 0.031213 | val_loss: 0.0312092 | Time: 1933.09 ms [2021-01-03 15:54:49 main:574] : INFO : Epoch 978 | loss: 0.0312107 | val_loss: 0.0312078 | Time: 1767.17 ms [2021-01-03 15:54:51 main:574] : INFO : Epoch 979 | loss: 0.0312078 | val_loss: 0.0312072 | Time: 1961.85 ms [2021-01-03 15:54:53 main:574] : INFO : Epoch 980 | loss: 0.0312072 | val_loss: 0.0312073 | Time: 1736.47 ms [2021-01-03 15:54:55 main:574] : INFO : Epoch 981 | loss: 0.031206 | val_loss: 0.0312075 | Time: 1908.48 ms [2021-01-03 15:54:57 main:574] : INFO : Epoch 982 | loss: 0.0312051 | val_loss: 0.0312055 | Time: 1840.43 ms [2021-01-03 15:54:59 main:574] : INFO : Epoch 983 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 1864.87 ms [2021-01-03 15:55:00 main:574] : INFO : Epoch 984 | loss: 0.0312053 | val_loss: 0.0312051 | Time: 1873.32 ms [2021-01-03 15:55:02 main:574] : INFO : Epoch 985 | loss: 0.0312045 | val_loss: 0.0312067 | Time: 1852.4 ms [2021-01-03 15:55:04 main:574] : INFO : Epoch 986 | loss: 0.0312043 | val_loss: 0.0312047 | Time: 1926.05 ms [2021-01-03 15:55:06 main:574] : INFO : Epoch 987 | loss: 0.0312043 | val_loss: 0.0312063 | Time: 1792.4 ms [2021-01-03 15:55:08 main:574] : INFO : Epoch 988 | loss: 0.0312059 | val_loss: 0.0312118 | Time: 1948.17 ms [2021-01-03 15:55:10 main:574] : INFO : Epoch 989 | loss: 0.0312058 | val_loss: 0.0312062 | Time: 1768.52 ms [2021-01-03 15:55:12 main:574] : INFO : Epoch 990 | loss: 0.0312037 | val_loss: 0.0312041 | Time: 1967.72 ms [2021-01-03 15:55:14 main:574] : INFO : Epoch 991 | loss: 0.0312023 | val_loss: 0.0312068 | Time: 1798.41 ms [2021-01-03 15:55:15 main:574] : INFO : Epoch 992 | loss: 0.0312027 | val_loss: 0.0312045 | Time: 1918.82 ms [2021-01-03 15:55:17 main:574] : INFO : Epoch 993 | loss: 0.0312021 | val_loss: 0.0312042 | Time: 1740.72 ms [2021-01-03 15:55:19 main:574] : INFO : Epoch 994 | loss: 0.0312018 | val_loss: 0.0312063 | Time: 1948.44 ms [2021-01-03 15:55:21 main:574] : INFO : Epoch 995 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 1774.56 ms [2021-01-03 15:55:23 main:574] : INFO : Epoch 996 | loss: 0.0312023 | val_loss: 0.031205 | Time: 1899.72 ms [2021-01-03 15:55:25 main:574] : INFO : Epoch 997 | loss: 0.0312017 | val_loss: 0.0312044 | Time: 1861.83 ms [2021-01-03 15:55:27 main:574] : INFO : Epoch 998 | loss: 0.0312008 | val_loss: 0.0312049 | Time: 1872.76 ms [2021-01-03 15:55:29 main:574] : INFO : Epoch 999 | loss: 0.0312009 | val_loss: 0.031204 | Time: 1923.02 ms [2021-01-03 15:55:30 main:574] : INFO : Epoch 1000 | loss: 0.0312006 | val_loss: 0.0312035 | Time: 1817.15 ms [2021-01-03 15:55:32 main:574] : INFO : Epoch 1001 | loss: 0.0311995 | val_loss: 0.0312031 | Time: 1946.37 ms [2021-01-03 15:55:34 main:574] : INFO : Epoch 1002 | loss: 0.0312009 | val_loss: 0.0312078 | Time: 1794.95 ms [2021-01-03 15:55:36 main:574] : INFO : Epoch 1003 | loss: 0.0312031 | val_loss: 0.0312054 | Time: 1966.46 ms [2021-01-03 15:55:38 main:574] : INFO : Epoch 1004 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 1815.74 ms [2021-01-03 15:55:40 main:574] : INFO : Epoch 1005 | loss: 0.0312021 | val_loss: 0.0312044 | Time: 1983.83 ms [2021-01-03 15:55:42 main:574] : INFO : Epoch 1006 | loss: 0.0312006 | val_loss: 0.031205 | Time: 1777.73 ms [2021-01-03 15:55:44 main:574] : INFO : Epoch 1007 | loss: 0.0312007 | val_loss: 0.0312035 | Time: 1941.74 ms [2021-01-03 15:55:45 main:574] : INFO : Epoch 1008 | loss: 0.0311991 | val_loss: 0.0312034 | Time: 1772.42 ms [2021-01-03 15:55:47 main:574] : INFO : Epoch 1009 | loss: 0.031198 | val_loss: 0.0312029 | Time: 1952.03 ms [2021-01-03 15:55:49 main:574] : INFO : Epoch 1010 | loss: 0.0311994 | val_loss: 0.0312045 | Time: 1743.11 ms [2021-01-03 15:55:51 main:574] : INFO : Epoch 1011 | loss: 0.0312041 | val_loss: 0.0312056 | Time: 1965.93 ms [2021-01-03 15:55:53 main:574] : INFO : Epoch 1012 | loss: 0.0312049 | val_loss: 0.0312055 | Time: 1811.09 ms [2021-01-03 15:55:55 main:574] : INFO : Epoch 1013 | loss: 0.0312044 | val_loss: 0.0312087 | Time: 1872.87 ms [2021-01-03 15:55:57 main:574] : INFO : Epoch 1014 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 1868.84 ms [2021-01-03 15:55:59 main:574] : INFO : Epoch 1015 | loss: 0.0312033 | val_loss: 0.031205 | Time: 1892.53 ms [2021-01-03 15:56:01 main:574] : INFO : Epoch 1016 | loss: 0.031204 | val_loss: 0.0312057 | Time: 1902.8 ms [2021-01-03 15:56:02 main:574] : INFO : Epoch 1017 | loss: 0.0312026 | val_loss: 0.0312048 | Time: 1829.48 ms [2021-01-03 15:56:04 main:574] : INFO : Epoch 1018 | loss: 0.0312016 | val_loss: 0.0312059 | Time: 1984.75 ms [2021-01-03 15:56:06 main:574] : INFO : Epoch 1019 | loss: 0.0312028 | val_loss: 0.0312062 | Time: 1770.39 ms [2021-01-03 15:56:08 main:574] : INFO : Epoch 1020 | loss: 0.0312013 | val_loss: 0.0312042 | Time: 1953.21 ms [2021-01-03 15:56:10 main:574] : INFO : Epoch 1021 | loss: 0.0312015 | val_loss: 0.0312061 | Time: 1792.93 ms [2021-01-03 15:56:12 main:574] : INFO : Epoch 1022 | loss: 0.0312023 | val_loss: 0.0312071 | Time: 1974.72 ms [2021-01-03 15:56:14 main:574] : INFO : Epoch 1023 | loss: 0.0312007 | val_loss: 0.0312051 | Time: 1760.45 ms [2021-01-03 15:56:16 main:574] : INFO : Epoch 1024 | loss: 0.0312037 | val_loss: 0.0312053 | Time: 1946.72 ms [2021-01-03 15:56:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312053 [2021-01-03 15:56:16 main:603] : INFO : Saving end state to config to file [2021-01-03 15:56:16 main:608] : INFO : Success, exiting.. 15:56:16 (15440): called boinc_finish(0) </stderr_txt> 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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)