Task 3620001
| Name | ParityMachine-1605454836-14099-13_0 |
| Workunit | 1832078 |
| Created | 9 Jan 2021, 15:20:41 UTC |
| Sent | 12 Jan 2021, 0:47:02 UTC |
| Report deadline | 19 Jan 2021, 0:47:02 UTC |
| Received | 12 Jan 2021, 6:56:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 53 sec |
| CPU time | 32 min 29 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,116.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 514 | loss: 0.0311929 | val_loss: 0.0311964 | Time: 1894.59 ms [2021-01-12 07:21:14 main:574] : INFO : Epoch 515 | loss: 0.0311929 | val_loss: 0.0311949 | Time: 1923.4 ms [2021-01-12 07:21:16 main:574] : INFO : Epoch 516 | loss: 0.0311936 | val_loss: 0.031199 | Time: 1899.91 ms [2021-01-12 07:21:18 main:574] : INFO : Epoch 517 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 1926.5 ms [2021-01-12 07:21:20 main:574] : INFO : Epoch 518 | loss: 0.0311911 | val_loss: 0.0311936 | Time: 1894.22 ms [2021-01-12 07:21:22 main:574] : INFO : Epoch 519 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1920.02 ms [2021-01-12 07:21:24 main:574] : INFO : Epoch 520 | loss: 0.0311922 | val_loss: 0.0311968 | Time: 1902.18 ms [2021-01-12 07:21:26 main:574] : INFO : Epoch 521 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 1930.45 ms [2021-01-12 07:21:28 main:574] : INFO : Epoch 522 | loss: 0.031197 | val_loss: 0.0311994 | Time: 1912.54 ms [2021-01-12 07:21:30 main:574] : INFO : Epoch 523 | loss: 0.0311951 | val_loss: 0.031197 | Time: 1939.31 ms [2021-01-12 07:21:32 main:574] : INFO : Epoch 524 | loss: 0.0311973 | val_loss: 0.0311982 | Time: 1892.65 ms [2021-01-12 07:21:33 main:574] : INFO : Epoch 525 | loss: 0.0311944 | val_loss: 0.0311977 | Time: 1915.59 ms [2021-01-12 07:21:35 main:574] : INFO : Epoch 526 | loss: 0.0311954 | val_loss: 0.0311986 | Time: 1874.82 ms [2021-01-12 07:21:37 main:574] : INFO : Epoch 527 | loss: 0.0311934 | val_loss: 0.0311968 | Time: 1924.2 ms [2021-01-12 07:21:39 main:574] : INFO : Epoch 528 | loss: 0.0311936 | val_loss: 0.031197 | Time: 1926.4 ms [2021-01-12 07:21:41 main:574] : INFO : Epoch 529 | loss: 0.0311948 | val_loss: 0.0311971 | Time: 1965.98 ms [2021-01-12 07:21:43 main:574] : INFO : Epoch 530 | loss: 0.0311942 | val_loss: 0.031196 | Time: 1904.21 ms [2021-01-12 07:21:45 main:574] : INFO : Epoch 531 | loss: 0.0311927 | val_loss: 0.0311964 | Time: 1916.87 ms [2021-01-12 07:21:47 main:574] : INFO : Epoch 532 | loss: 0.0311934 | val_loss: 0.0311964 | Time: 1915.63 ms [2021-01-12 07:21:49 main:574] : INFO : Epoch 533 | loss: 0.0311925 | val_loss: 0.0311957 | Time: 1929.25 ms [2021-01-12 07:21:51 main:574] : INFO : Epoch 534 | loss: 0.0311934 | val_loss: 0.0311969 | Time: 1908.06 ms [2021-01-12 07:21:53 main:574] : INFO : Epoch 535 | loss: 0.0311922 | val_loss: 0.0311952 | Time: 1908.16 ms [2021-01-12 07:21:55 main:574] : INFO : Epoch 536 | loss: 0.0311921 | val_loss: 0.0311966 | Time: 1878.12 ms [2021-01-12 07:21:57 main:574] : INFO : Epoch 537 | loss: 0.0311935 | val_loss: 0.031194 | Time: 1916.29 ms [2021-01-12 07:21:59 main:574] : INFO : Epoch 538 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 1905.08 ms [2021-01-12 07:22:00 main:574] : INFO : Epoch 539 | loss: 0.0311921 | val_loss: 0.0311931 | Time: 1894.76 ms [2021-01-12 07:22:02 main:574] : INFO : Epoch 540 | loss: 0.0311906 | val_loss: 0.031193 | Time: 1904.69 ms [2021-01-12 07:22:04 main:574] : INFO : Epoch 541 | loss: 0.0311896 | val_loss: 0.0311949 | Time: 1921.2 ms [2021-01-12 07:22:06 main:574] : INFO : Epoch 542 | loss: 0.0311888 | val_loss: 0.0311924 | Time: 1911.97 ms [2021-01-12 07:22:08 main:574] : INFO : Epoch 543 | loss: 0.0311879 | val_loss: 0.0311928 | Time: 1896.45 ms [2021-01-12 07:22:10 main:574] : INFO : Epoch 544 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 1885.08 ms [2021-01-12 07:22:12 main:574] : INFO : Epoch 545 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 1876.53 ms [2021-01-12 07:22:14 main:574] : INFO : Epoch 546 | loss: 0.0311872 | val_loss: 0.031192 | Time: 1883.15 ms [2021-01-12 07:22:16 main:574] : INFO : Epoch 547 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1910.14 ms [2021-01-12 07:22:18 main:574] : INFO : Epoch 548 | loss: 0.0311874 | val_loss: 0.0311921 | Time: 1908.37 ms [2021-01-12 07:22:20 main:574] : INFO : Epoch 549 | loss: 0.0311867 | val_loss: 0.0311926 | Time: 1895.58 ms [2021-01-12 07:22:21 main:574] : INFO : Epoch 550 | loss: 0.0311863 | val_loss: 0.0311925 | Time: 1892.54 ms [2021-01-12 07:22:23 main:574] : INFO : Epoch 551 | loss: 0.031187 | val_loss: 0.0311923 | Time: 1871.92 ms [2021-01-12 07:22:25 main:574] : INFO : Epoch 552 | loss: 0.0311861 | val_loss: 0.0311916 | Time: 1877.67 ms [2021-01-12 07:22:27 main:574] : INFO : Epoch 553 | loss: 0.0311889 | val_loss: 0.0311953 | Time: 1924.46 ms [2021-01-12 07:22:29 main:574] : INFO : Epoch 554 | loss: 0.0311864 | val_loss: 0.0311922 | Time: 1938.97 ms [2021-01-12 07:22:31 main:574] : INFO : Epoch 555 | loss: 0.0311851 | val_loss: 0.0311952 | Time: 1882.27 ms [2021-01-12 07:22:33 main:574] : INFO : Epoch 556 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 1905.7 ms [2021-01-12 07:22:35 main:574] : INFO : Epoch 557 | loss: 0.0311893 | val_loss: 0.0311923 | Time: 1896.53 ms [2021-01-12 07:22:37 main:574] : INFO : Epoch 558 | loss: 0.0311853 | val_loss: 0.031193 | Time: 1910.51 ms [2021-01-12 07:22:39 main:574] : INFO : Epoch 559 | loss: 0.0311869 | val_loss: 0.031192 | Time: 1907.87 ms [2021-01-12 07:22:41 main:574] : INFO : Epoch 560 | loss: 0.0311861 | val_loss: 0.031192 | Time: 1906.87 ms [2021-01-12 07:22:43 main:574] : INFO : Epoch 561 | loss: 0.0311869 | val_loss: 0.0311931 | Time: 1916.99 ms [2021-01-12 07:22:44 main:574] : INFO : Epoch 562 | loss: 0.031188 | val_loss: 0.0311931 | Time: 1893.29 ms [2021-01-12 07:22:46 main:574] : INFO : Epoch 563 | loss: 0.0311903 | val_loss: 0.031201 | Time: 1901.73 ms [2021-01-12 07:22:48 main:574] : INFO : Epoch 564 | loss: 0.0311904 | val_loss: 0.0311923 | Time: 1897.05 ms [2021-01-12 07:22:50 main:574] : INFO : Epoch 565 | loss: 0.0311887 | val_loss: 0.0311973 | Time: 1921.27 ms [2021-01-12 07:22:52 main:574] : INFO : Epoch 566 | loss: 0.031191 | val_loss: 0.0311962 | Time: 1895.21 ms [2021-01-12 07:22:54 main:574] : INFO : Epoch 567 | loss: 0.031188 | val_loss: 0.0311986 | Time: 1902.4 ms [2021-01-12 07:22:56 main:574] : INFO : Epoch 568 | loss: 0.0311882 | val_loss: 0.0311944 | Time: 1884 ms [2021-01-12 07:22:58 main:574] : INFO : Epoch 569 | loss: 0.0311894 | val_loss: 0.0311956 | Time: 1947 ms [2021-01-12 07:23:00 main:574] : INFO : Epoch 570 | loss: 0.0311874 | val_loss: 0.0311935 | Time: 1889.46 ms [2021-01-12 07:23:02 main:574] : INFO : Epoch 571 | loss: 0.0311869 | val_loss: 0.0311947 | Time: 1888.01 ms [2021-01-12 07:23:04 main:574] : INFO : Epoch 572 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 1950.07 ms [2021-01-12 07:23:06 main:574] : INFO : Epoch 573 | loss: 0.0311857 | val_loss: 0.0311966 | Time: 1897.29 ms [2021-01-12 07:23:07 main:574] : INFO : Epoch 574 | loss: 0.0311853 | val_loss: 0.0311901 | Time: 1891.6 ms [2021-01-12 07:23:09 main:574] : INFO : Epoch 575 | loss: 0.0311862 | val_loss: 0.0311921 | Time: 1912.18 ms [2021-01-12 07:23:11 main:574] : INFO : Epoch 576 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 1894.52 ms [2021-01-12 07:23:13 main:574] : INFO : Epoch 577 | loss: 0.0311861 | val_loss: 0.0311913 | Time: 1909.41 ms [2021-01-12 07:23:15 main:574] : INFO : Epoch 578 | loss: 0.0311844 | val_loss: 0.0311927 | Time: 1892.18 ms [2021-01-12 07:23:17 main:574] : INFO : Epoch 579 | loss: 0.031184 | val_loss: 0.0311918 | Time: 1901.32 ms [2021-01-12 07:23:19 main:574] : INFO : Epoch 580 | loss: 0.0311843 | val_loss: 0.0311911 | Time: 1930.22 ms [2021-01-12 07:23:21 main:574] : INFO : Epoch 581 | loss: 0.031187 | val_loss: 0.0311951 | Time: 1892.01 ms [2021-01-12 07:23:23 main:574] : INFO : Epoch 582 | loss: 0.0311885 | val_loss: 0.0311944 | Time: 1926.82 ms [2021-01-12 07:23:25 main:574] : INFO : Epoch 583 | loss: 0.0311883 | val_loss: 0.0311923 | Time: 1887.26 ms [2021-01-12 07:23:27 main:574] : INFO : Epoch 584 | loss: 0.0311861 | val_loss: 0.0311941 | Time: 1904 ms [2021-01-12 07:23:29 main:574] : INFO : Epoch 585 | loss: 0.0311883 | val_loss: 0.0311997 | Time: 1910.69 ms [2021-01-12 07:23:31 main:574] : INFO : Epoch 586 | loss: 0.0311923 | val_loss: 0.0311966 | Time: 1917.82 ms [2021-01-12 07:23:32 main:574] : INFO : Epoch 587 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 1905.72 ms [2021-01-12 07:23:34 main:574] : INFO : Epoch 588 | loss: 0.0311895 | val_loss: 0.0311965 | Time: 1913.11 ms [2021-01-12 07:23:36 main:574] : INFO : Epoch 589 | loss: 0.0311902 | val_loss: 0.0311975 | Time: 1927.51 ms [2021-01-12 07:23:38 main:574] : INFO : Epoch 590 | loss: 0.0311902 | val_loss: 0.0311963 | Time: 1902.17 ms [2021-01-12 07:23:40 main:574] : INFO : Epoch 591 | loss: 0.0311907 | val_loss: 0.0312006 | Time: 1906.96 ms [2021-01-12 07:23:42 main:574] : INFO : Epoch 592 | loss: 0.0311884 | val_loss: 0.0311943 | Time: 1924.71 ms [2021-01-12 07:23:44 main:574] : INFO : Epoch 593 | loss: 0.0311872 | val_loss: 0.0311937 | Time: 1892.3 ms [2021-01-12 07:23:46 main:574] : INFO : Epoch 594 | loss: 0.0311862 | val_loss: 0.0311934 | Time: 1871.37 ms [2021-01-12 07:23:48 main:574] : INFO : Epoch 595 | loss: 0.0311872 | val_loss: 0.031195 | Time: 1901.08 ms [2021-01-12 07:23:50 main:574] : INFO : Epoch 596 | loss: 0.0311862 | val_loss: 0.0311945 | Time: 1911.98 ms [2021-01-12 07:23:52 main:574] : INFO : Epoch 597 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 1918.81 ms [2021-01-12 07:23:54 main:574] : INFO : Epoch 598 | loss: 0.0311855 | val_loss: 0.0311945 | Time: 1939.74 ms [2021-01-12 07:23:56 main:574] : INFO : Epoch 599 | loss: 0.0311851 | val_loss: 0.0311951 | Time: 1916.54 ms [2021-01-12 07:23:57 main:574] : INFO : Epoch 600 | loss: 0.0311871 | val_loss: 0.0311963 | Time: 1896.67 ms [2021-01-12 07:23:59 main:574] : INFO : Epoch 601 | loss: 0.0311884 | val_loss: 0.0311971 | Time: 1935.32 ms [2021-01-12 07:24:01 main:574] : INFO : Epoch 602 | loss: 0.0311886 | val_loss: 0.0311959 | Time: 1917.4 ms [2021-01-12 07:24:03 main:574] : INFO : Epoch 603 | loss: 0.0311887 | val_loss: 0.0312 | Time: 1925.51 ms [2021-01-12 07:24:05 main:574] : INFO : Epoch 604 | loss: 0.0311899 | val_loss: 0.0311951 | Time: 1912.96 ms [2021-01-12 07:24:07 main:574] : INFO : Epoch 605 | loss: 0.0311876 | val_loss: 0.0311961 | Time: 1912.59 ms [2021-01-12 07:24:09 main:574] : INFO : Epoch 606 | loss: 0.0311872 | val_loss: 0.0311966 | Time: 1908.81 ms [2021-01-12 07:24:11 main:574] : INFO : Epoch 607 | loss: 0.0311871 | val_loss: 0.0311975 | Time: 1918.5 ms [2021-01-12 07:24:13 main:574] : INFO : Epoch 608 | loss: 0.0311878 | val_loss: 0.0311961 | Time: 1919.7 ms [2021-01-12 07:24:15 main:574] : INFO : Epoch 609 | loss: 0.0311861 | val_loss: 0.0311962 | Time: 1869.58 ms [2021-01-12 07:24:17 main:574] : INFO : Epoch 610 | loss: 0.031185 | val_loss: 0.0311954 | Time: 1909.36 ms [2021-01-12 07:24:19 main:574] : INFO : Epoch 611 | loss: 0.0311858 | val_loss: 0.0311959 | Time: 1930.63 ms [2021-01-12 07:24:21 main:574] : INFO : Epoch 612 | loss: 0.0311864 | val_loss: 0.0312002 | Time: 1896.1 ms [2021-01-12 07:24:22 main:574] : INFO : Epoch 613 | loss: 0.0311856 | val_loss: 0.0311984 | Time: 1893.35 ms [2021-01-12 07:24:24 main:574] : INFO : Epoch 614 | loss: 0.0311853 | val_loss: 0.0311958 | Time: 1909.36 ms [2021-01-12 07:24:26 main:574] : INFO : Epoch 615 | loss: 0.0311894 | val_loss: 0.0312018 | Time: 1877.44 ms [2021-01-12 07:24:28 main:574] : INFO : Epoch 616 | loss: 0.0311919 | val_loss: 0.0311996 | Time: 1902.64 ms [2021-01-12 07:24:30 main:574] : INFO : Epoch 617 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 1960.41 ms [2021-01-12 07:24:32 main:574] : INFO : Epoch 618 | loss: 0.0311864 | val_loss: 0.0311949 | Time: 1892.27 ms [2021-01-12 07:24:34 main:574] : INFO : Epoch 619 | loss: 0.0311859 | val_loss: 0.0312046 | Time: 1890.49 ms [2021-01-12 07:24:36 main:574] : INFO : Epoch 620 | loss: 0.0312048 | val_loss: 0.0312084 | Time: 1892.97 ms [2021-01-12 07:24:38 main:574] : INFO : Epoch 621 | loss: 0.0312056 | val_loss: 0.0312078 | Time: 1920.06 ms [2021-01-12 07:24:40 main:574] : INFO : Epoch 622 | loss: 0.0312037 | val_loss: 0.0312042 | Time: 1904.95 ms [2021-01-12 07:24:42 main:574] : INFO : Epoch 623 | loss: 0.0312017 | val_loss: 0.0312033 | Time: 1914.34 ms [2021-01-12 07:24:44 main:574] : INFO : Epoch 624 | loss: 0.0312015 | val_loss: 0.0312015 | Time: 1895.63 ms [2021-01-12 07:24:46 main:574] : INFO : Epoch 625 | loss: 0.0311995 | val_loss: 0.0312061 | Time: 1907.83 ms [2021-01-12 07:24:47 main:574] : INFO : Epoch 626 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 1931.1 ms [2021-01-12 07:24:49 main:574] : INFO : Epoch 627 | loss: 0.0311983 | val_loss: 0.0312118 | Time: 1912.72 ms [2021-01-12 07:24:51 main:574] : INFO : Epoch 628 | loss: 0.0312065 | val_loss: 0.031206 | Time: 1943.7 ms [2021-01-12 07:24:53 main:574] : INFO : Epoch 629 | loss: 0.0312026 | val_loss: 0.0312046 | Time: 1879.19 ms [2021-01-12 07:24:55 main:574] : INFO : Epoch 630 | loss: 0.0312022 | val_loss: 0.0312053 | Time: 1917.59 ms [2021-01-12 07:24:57 main:574] : INFO : Epoch 631 | loss: 0.0312015 | val_loss: 0.0312042 | Time: 1913.24 ms [2021-01-12 07:24:59 main:574] : INFO : Epoch 632 | loss: 0.0312017 | val_loss: 0.0312025 | Time: 1924.71 ms [2021-01-12 07:25:01 main:574] : INFO : Epoch 633 | loss: 0.0312017 | val_loss: 0.0312023 | Time: 1907.43 ms [2021-01-12 07:25:03 main:574] : INFO : Epoch 634 | loss: 0.0311991 | val_loss: 0.0311977 | Time: 1930.04 ms [2021-01-12 07:25:05 main:574] : INFO : Epoch 635 | loss: 0.0311998 | val_loss: 0.0312014 | Time: 1965.87 ms [2021-01-12 07:25:07 main:574] : INFO : Epoch 636 | loss: 0.0311988 | val_loss: 0.0312037 | Time: 1889.4 ms [2021-01-12 07:25:09 main:574] : INFO : Epoch 637 | loss: 0.0311968 | val_loss: 0.031203 | Time: 1913.33 ms [2021-01-12 07:25:11 main:574] : INFO : Epoch 638 | loss: 0.0312027 | val_loss: 0.0312071 | Time: 1898.13 ms [2021-01-12 07:25:13 main:574] : INFO : Epoch 639 | loss: 0.0311991 | val_loss: 0.031201 | Time: 1915.37 ms [2021-01-12 07:25:14 main:574] : INFO : Epoch 640 | loss: 0.0311979 | val_loss: 0.031206 | Time: 1923.09 ms [2021-01-12 07:25:16 main:574] : INFO : Epoch 641 | loss: 0.0312018 | val_loss: 0.0311989 | Time: 1942.28 ms [2021-01-12 07:25:18 main:574] : INFO : Epoch 642 | loss: 0.0311963 | val_loss: 0.0312041 | Time: 1911.09 ms [2021-01-12 07:25:20 main:574] : INFO : Epoch 643 | loss: 0.0311973 | val_loss: 0.0311974 | Time: 1939.84 ms [2021-01-12 07:25:22 main:574] : INFO : Epoch 644 | loss: 0.031198 | val_loss: 0.0311982 | Time: 1904.01 ms [2021-01-12 07:25:24 main:574] : INFO : Epoch 645 | loss: 0.0311952 | val_loss: 0.0311988 | Time: 1866.26 ms [2021-01-12 07:25:26 main:574] : INFO : Epoch 646 | loss: 0.0311951 | val_loss: 0.0311972 | Time: 1941.07 ms [2021-01-12 07:25:28 main:574] : INFO : Epoch 647 | loss: 0.031194 | val_loss: 0.0311988 | Time: 1933.52 ms [2021-01-12 07:25:30 main:574] : INFO : Epoch 648 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 1929.15 ms [2021-01-12 07:25:32 main:574] : INFO : Epoch 649 | loss: 0.0311924 | val_loss: 0.0311983 | Time: 1880.1 ms [2021-01-12 07:25:34 main:574] : INFO : Epoch 650 | loss: 0.0311938 | val_loss: 0.0311955 | Time: 1904.89 ms [2021-01-12 07:25:36 main:574] : INFO : Epoch 651 | loss: 0.0311923 | val_loss: 0.0311962 | Time: 1917.33 ms [2021-01-12 07:25:38 main:574] : INFO : Epoch 652 | loss: 0.0311919 | val_loss: 0.0311963 | Time: 1903.4 ms [2021-01-12 07:25:40 main:574] : INFO : Epoch 653 | loss: 0.031192 | val_loss: 0.0311953 | Time: 1934.09 ms [2021-01-12 07:25:42 main:574] : INFO : Epoch 654 | loss: 0.0311921 | val_loss: 0.0311976 | Time: 1945.55 ms [2021-01-12 07:25:43 main:574] : INFO : Epoch 655 | loss: 0.0311941 | val_loss: 0.0311944 | Time: 1885.98 ms [2021-01-12 07:25:45 main:574] : INFO : Epoch 656 | loss: 0.0311907 | val_loss: 0.0311941 | Time: 1932.17 ms [2021-01-12 07:25:47 main:574] : INFO : Epoch 657 | loss: 0.031191 | val_loss: 0.0311976 | Time: 1907.24 ms [2021-01-12 07:25:49 main:574] : INFO : Epoch 658 | loss: 0.0311913 | val_loss: 0.0311954 | Time: 1901.94 ms [2021-01-12 07:25:51 main:574] : INFO : Epoch 659 | loss: 0.0311916 | val_loss: 0.0312016 | Time: 1891.04 ms [2021-01-12 07:25:53 main:574] : INFO : Epoch 660 | loss: 0.0311916 | val_loss: 0.0312026 | Time: 1920.12 ms [2021-01-12 07:25:55 main:574] : INFO : Epoch 661 | loss: 0.0311928 | val_loss: 0.0312039 | Time: 1914.01 ms [2021-01-12 07:25:57 main:574] : INFO : Epoch 662 | loss: 0.0311928 | val_loss: 0.0312064 | Time: 1897.93 ms [2021-01-12 07:25:59 main:574] : INFO : Epoch 663 | loss: 0.0311946 | val_loss: 0.0311967 | Time: 1932.75 ms [2021-01-12 07:26:01 main:574] : INFO : Epoch 664 | loss: 0.0311923 | val_loss: 0.0311976 | Time: 1921.53 ms [2021-01-12 07:26:03 main:574] : INFO : Epoch 665 | loss: 0.0311893 | val_loss: 0.0311954 | Time: 1934.44 ms [2021-01-12 07:26:05 main:574] : INFO : Epoch 666 | loss: 0.0311896 | val_loss: 0.0311976 | Time: 1901.49 ms [2021-01-12 07:26:07 main:574] : INFO : Epoch 667 | loss: 0.0311911 | val_loss: 0.0311976 | Time: 1896.74 ms [2021-01-12 07:26:08 main:574] : INFO : Epoch 668 | loss: 0.0311893 | val_loss: 0.0311994 | Time: 1904.9 ms [2021-01-12 07:26:10 main:574] : INFO : Epoch 669 | loss: 0.0311905 | val_loss: 0.0311963 | Time: 1923.18 ms [2021-01-12 07:26:12 main:574] : INFO : Epoch 670 | loss: 0.0311897 | val_loss: 0.0311976 | Time: 1926.43 ms [2021-01-12 07:26:14 main:574] : INFO : Epoch 671 | loss: 0.0311883 | val_loss: 0.0311973 | Time: 1925.49 ms [2021-01-12 07:26:16 main:574] : INFO : Epoch 672 | loss: 0.0311886 | val_loss: 0.0311986 | Time: 1934.47 ms [2021-01-12 07:26:18 main:574] : INFO : Epoch 673 | loss: 0.0311899 | val_loss: 0.0311974 | Time: 1895.61 ms [2021-01-12 07:26:20 main:574] : INFO : Epoch 674 | loss: 0.0311909 | val_loss: 0.0311952 | Time: 1884.51 ms [2021-01-12 07:26:22 main:574] : INFO : Epoch 675 | loss: 0.0311908 | val_loss: 0.0311954 | Time: 1883.85 ms [2021-01-12 07:26:24 main:574] : INFO : Epoch 676 | loss: 0.031189 | val_loss: 0.0311951 | Time: 1901.16 ms [2021-01-12 07:26:26 main:574] : INFO : Epoch 677 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 1914.19 ms [2021-01-12 07:26:28 main:574] : INFO : Epoch 678 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 1916.98 ms [2021-01-12 07:26:30 main:574] : INFO : Epoch 679 | loss: 0.0311889 | val_loss: 0.0311937 | Time: 1956.35 ms [2021-01-12 07:26:32 main:574] : INFO : Epoch 680 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 1922.22 ms [2021-01-12 07:26:34 main:574] : INFO : Epoch 681 | loss: 0.0311881 | val_loss: 0.0311963 | Time: 1930.75 ms [2021-01-12 07:26:36 main:574] : INFO : Epoch 682 | loss: 0.0311887 | val_loss: 0.0311996 | Time: 1912.25 ms [2021-01-12 07:26:37 main:574] : INFO : Epoch 683 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 1925.26 ms [2021-01-12 07:26:39 main:574] : INFO : Epoch 684 | loss: 0.0311918 | val_loss: 0.0311951 | Time: 1916.29 ms [2021-01-12 07:26:41 main:574] : INFO : Epoch 685 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 1913.58 ms [2021-01-12 07:26:43 main:574] : INFO : Epoch 686 | loss: 0.0311899 | val_loss: 0.0311946 | Time: 1912.95 ms [2021-01-12 07:26:45 main:574] : INFO : Epoch 687 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 1902.03 ms [2021-01-12 07:26:47 main:574] : INFO : Epoch 688 | loss: 0.0311891 | val_loss: 0.031196 | Time: 1911.92 ms [2021-01-12 07:26:49 main:574] : INFO : Epoch 689 | loss: 0.0311892 | val_loss: 0.0311974 | Time: 1928.05 ms [2021-01-12 07:26:51 main:574] : INFO : Epoch 690 | loss: 0.0311898 | val_loss: 0.0311954 | Time: 1936.78 ms [2021-01-12 07:26:53 main:574] : INFO : Epoch 691 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 1932.53 ms [2021-01-12 07:26:55 main:574] : INFO : Epoch 692 | loss: 0.0311892 | val_loss: 0.0311929 | Time: 1912.32 ms [2021-01-12 07:26:57 main:574] : INFO : Epoch 693 | loss: 0.031189 | val_loss: 0.0311963 | Time: 1901.66 ms [2021-01-12 07:26:59 main:574] : INFO : Epoch 694 | loss: 0.0311882 | val_loss: 0.0311926 | Time: 1914.34 ms [2021-01-12 07:27:01 main:574] : INFO : Epoch 695 | loss: 0.0311869 | val_loss: 0.0311925 | Time: 1903.38 ms [2021-01-12 07:27:03 main:574] : INFO : Epoch 696 | loss: 0.0311891 | val_loss: 0.0311935 | Time: 1908.61 ms [2021-01-12 07:27:04 main:574] : INFO : Epoch 697 | loss: 0.0311893 | val_loss: 0.0311985 | Time: 1950.39 ms [2021-01-12 07:27:06 main:574] : INFO : Epoch 698 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1925.85 ms [2021-01-12 07:27:08 main:574] : INFO : Epoch 699 | loss: 0.0311867 | val_loss: 0.0311928 | Time: 1901.8 ms [2021-01-12 07:27:10 main:574] : INFO : Epoch 700 | loss: 0.0311896 | val_loss: 0.031197 | Time: 1909.61 ms [2021-01-12 07:27:12 main:574] : INFO : Epoch 701 | loss: 0.031188 | val_loss: 0.0311936 | Time: 1924.87 ms [2021-01-12 07:27:14 main:574] : INFO : Epoch 702 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 1931.44 ms [2021-01-12 07:27:16 main:574] : INFO : Epoch 703 | loss: 0.0311876 | val_loss: 0.0311953 | Time: 1902.92 ms [2021-01-12 07:27:18 main:574] : INFO : Epoch 704 | loss: 0.0311913 | val_loss: 0.0311992 | Time: 1924.94 ms [2021-01-12 07:27:20 main:574] : INFO : Epoch 705 | loss: 0.0311947 | val_loss: 0.0311994 | Time: 1929.35 ms [2021-01-12 07:27:22 main:574] : INFO : Epoch 706 | loss: 0.0311955 | val_loss: 0.0311976 | Time: 1908.37 ms [2021-01-12 07:27:24 main:574] : INFO : Epoch 707 | loss: 0.0311911 | val_loss: 0.031197 | Time: 1942.94 ms [2021-01-12 07:27:26 main:574] : INFO : Epoch 708 | loss: 0.0311909 | val_loss: 0.0311985 | Time: 1963.28 ms [2021-01-12 07:27:28 main:574] : INFO : Epoch 709 | loss: 0.031191 | val_loss: 0.0311983 | Time: 1930.36 ms [2021-01-12 07:27:30 main:574] : INFO : Epoch 710 | loss: 0.0311911 | val_loss: 0.0311948 | Time: 1931.48 ms [2021-01-12 07:27:32 main:574] : INFO : Epoch 711 | loss: 0.0311905 | val_loss: 0.031194 | Time: 1913.07 ms [2021-01-12 07:27:34 main:574] : INFO : Epoch 712 | loss: 0.0311901 | val_loss: 0.0311981 | Time: 1929.17 ms [2021-01-12 07:27:36 main:574] : INFO : Epoch 713 | loss: 0.0311913 | val_loss: 0.0311945 | Time: 1960.19 ms [2021-01-12 07:27:37 main:574] : INFO : Epoch 714 | loss: 0.0311914 | val_loss: 0.0311977 | Time: 1946.42 ms [2021-01-12 07:27:39 main:574] : INFO : Epoch 715 | loss: 0.0311932 | val_loss: 0.0311974 | Time: 1948.89 ms [2021-01-12 07:27:41 main:574] : INFO : Epoch 716 | loss: 0.0311915 | val_loss: 0.0311981 | Time: 1944.12 ms [2021-01-12 07:27:43 main:574] : INFO : Epoch 717 | loss: 0.0311909 | val_loss: 0.0311972 | Time: 1954.85 ms [2021-01-12 07:27:45 main:574] : INFO : Epoch 718 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 1921.87 ms [2021-01-12 07:27:47 main:574] : INFO : Epoch 719 | loss: 0.0311912 | val_loss: 0.0311977 | Time: 1935.66 ms [2021-01-12 07:27:49 main:574] : INFO : Epoch 720 | loss: 0.0311918 | val_loss: 0.0311973 | Time: 1916.57 ms [2021-01-12 07:27:51 main:574] : INFO : Epoch 721 | loss: 0.031191 | val_loss: 0.0311935 | Time: 1935.3 ms [2021-01-12 07:27:53 main:574] : INFO : Epoch 722 | loss: 0.0311898 | val_loss: 0.0311937 | Time: 1938.24 ms [2021-01-12 07:27:55 main:574] : INFO : Epoch 723 | loss: 0.0311897 | val_loss: 0.0311945 | Time: 1919.48 ms [2021-01-12 07:27:57 main:574] : INFO : Epoch 724 | loss: 0.0311899 | val_loss: 0.0311946 | Time: 1886.47 ms [2021-01-12 07:27:59 main:574] : INFO : Epoch 725 | loss: 0.031191 | val_loss: 0.0311946 | Time: 1934.74 ms [2021-01-12 07:28:01 main:574] : INFO : Epoch 726 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 1934.07 ms [2021-01-12 07:28:03 main:574] : INFO : Epoch 727 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 1936.44 ms [2021-01-12 07:28:05 main:574] : INFO : Epoch 728 | loss: 0.0311889 | val_loss: 0.0311933 | Time: 1951.43 ms [2021-01-12 07:28:07 main:574] : INFO : Epoch 729 | loss: 0.0311902 | val_loss: 0.0311936 | Time: 1936.63 ms [2021-01-12 07:28:09 main:574] : INFO : Epoch 730 | loss: 0.0311918 | val_loss: 0.0311967 | Time: 1910 ms [2021-01-12 07:28:10 main:574] : INFO : Epoch 731 | loss: 0.0311907 | val_loss: 0.0311932 | Time: 1909.15 ms [2021-01-12 07:28:12 main:574] : INFO : Epoch 732 | loss: 0.0311894 | val_loss: 0.0311912 | Time: 1910.54 ms [2021-01-12 07:28:14 main:574] : INFO : Epoch 733 | loss: 0.0311881 | val_loss: 0.031193 | Time: 1858.95 ms [2021-01-12 07:28:16 main:574] : INFO : Epoch 734 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 1869.36 ms [2021-01-12 07:28:18 main:574] : INFO : Epoch 735 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1922.6 ms [2021-01-12 07:28:20 main:574] : INFO : Epoch 736 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 1913.9 ms [2021-01-12 07:28:22 main:574] : INFO : Epoch 737 | loss: 0.0311903 | val_loss: 0.0311918 | Time: 1892.34 ms [2021-01-12 07:28:24 main:574] : INFO : Epoch 738 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1917.11 ms [2021-01-12 07:28:26 main:574] : INFO : Epoch 739 | loss: 0.0311897 | val_loss: 0.0311944 | Time: 1921.37 ms [2021-01-12 07:28:28 main:574] : INFO : Epoch 740 | loss: 0.0311894 | val_loss: 0.031192 | Time: 1936.21 ms [2021-01-12 07:28:30 main:574] : INFO : Epoch 741 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 1902.32 ms [2021-01-12 07:28:32 main:574] : INFO : Epoch 742 | loss: 0.0311886 | val_loss: 0.0311929 | Time: 1913.32 ms [2021-01-12 07:28:33 main:574] : INFO : Epoch 743 | loss: 0.0311894 | val_loss: 0.0311925 | Time: 1913.39 ms [2021-01-12 07:28:35 main:574] : INFO : Epoch 744 | loss: 0.0311887 | val_loss: 0.031193 | Time: 1901.38 ms [2021-01-12 07:28:37 main:574] : INFO : Epoch 745 | loss: 0.0311877 | val_loss: 0.0311921 | Time: 1931.99 ms [2021-01-12 07:28:39 main:574] : INFO : Epoch 746 | loss: 0.0311879 | val_loss: 0.0311921 | Time: 1944.04 ms [2021-01-12 07:28:41 main:574] : INFO : Epoch 747 | loss: 0.0311877 | val_loss: 0.031191 | Time: 1919.97 ms [2021-01-12 07:28:43 main:574] : INFO : Epoch 748 | loss: 0.0311859 | val_loss: 0.0311906 | Time: 1885.17 ms [2021-01-12 07:28:45 main:574] : INFO : Epoch 749 | loss: 0.0311855 | val_loss: 0.0311912 | Time: 1878.82 ms [2021-01-12 07:28:47 main:574] : INFO : Epoch 750 | loss: 0.0311862 | val_loss: 0.0311933 | Time: 1926.08 ms [2021-01-12 07:28:49 main:574] : INFO : Epoch 751 | loss: 0.0311893 | val_loss: 0.0311975 | Time: 1919.07 ms [2021-01-12 07:28:51 main:574] : INFO : Epoch 752 | loss: 0.0311897 | val_loss: 0.0311942 | Time: 1909.21 ms [2021-01-12 07:28:53 main:574] : INFO : Epoch 753 | loss: 0.0311884 | val_loss: 0.031193 | Time: 1917.27 ms [2021-01-12 07:28:55 main:574] : INFO : Epoch 754 | loss: 0.0311885 | val_loss: 0.0311929 | Time: 1901.76 ms [2021-01-12 07:28:57 main:574] : INFO : Epoch 755 | loss: 0.0311884 | val_loss: 0.0311968 | Time: 1908.87 ms [2021-01-12 07:28:58 main:574] : INFO : Epoch 756 | loss: 0.0311885 | val_loss: 0.0311939 | Time: 1888.77 ms [2021-01-12 07:29:00 main:574] : INFO : Epoch 757 | loss: 0.0311927 | val_loss: 0.0311923 | Time: 1905.51 ms [2021-01-12 07:29:02 main:574] : INFO : Epoch 758 | loss: 0.0311937 | val_loss: 0.0311945 | Time: 1911.29 ms [2021-01-12 07:29:04 main:574] : INFO : Epoch 759 | loss: 0.0311933 | val_loss: 0.0311912 | Time: 1891.97 ms [2021-01-12 07:29:06 main:574] : INFO : Epoch 760 | loss: 0.0311935 | val_loss: 0.0311903 | Time: 1927.47 ms [2021-01-12 07:29:08 main:574] : INFO : Epoch 761 | loss: 0.0311922 | val_loss: 0.0311909 | Time: 1901.02 ms [2021-01-12 07:29:10 main:574] : INFO : Epoch 762 | loss: 0.0311932 | val_loss: 0.0311906 | Time: 1907.71 ms [2021-01-12 07:29:12 main:574] : INFO : Epoch 763 | loss: 0.0311906 | val_loss: 0.0311901 | Time: 1909.95 ms [2021-01-12 07:29:14 main:574] : INFO : Epoch 764 | loss: 0.0311915 | val_loss: 0.0311926 | Time: 1945.96 ms [2021-01-12 07:29:16 main:574] : INFO : Epoch 765 | loss: 0.0311908 | val_loss: 0.0311976 | Time: 1933.22 ms [2021-01-12 07:29:18 main:574] : INFO : Epoch 766 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 1932.13 ms [2021-01-12 07:29:20 main:574] : INFO : Epoch 767 | loss: 0.0311902 | val_loss: 0.0311904 | Time: 1902.95 ms [2021-01-12 07:29:22 main:574] : INFO : Epoch 768 | loss: 0.0311911 | val_loss: 0.031191 | Time: 1904.48 ms [2021-01-12 07:29:23 main:574] : INFO : Epoch 769 | loss: 0.0311893 | val_loss: 0.031189 | Time: 1953.13 ms [2021-01-12 07:29:25 main:574] : INFO : Epoch 770 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 1900.55 ms [2021-01-12 07:29:27 main:574] : INFO : Epoch 771 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 1894.38 ms [2021-01-12 07:29:29 main:574] : INFO : Epoch 772 | loss: 0.0311907 | val_loss: 0.0311916 | Time: 1884 ms [2021-01-12 07:29:31 main:574] : INFO : Epoch 773 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 1887.63 ms [2021-01-12 07:29:33 main:574] : INFO : Epoch 774 | loss: 0.0311909 | val_loss: 0.0311913 | Time: 1890.9 ms [2021-01-12 07:29:35 main:574] : INFO : Epoch 775 | loss: 0.0311899 | val_loss: 0.0311937 | Time: 1933.52 ms [2021-01-12 07:29:37 main:574] : INFO : Epoch 776 | loss: 0.0311902 | val_loss: 0.031192 | Time: 1894.85 ms [2021-01-12 07:29:39 main:574] : INFO : Epoch 777 | loss: 0.0311903 | val_loss: 0.031194 | Time: 1852.65 ms [2021-01-12 07:29:41 main:574] : INFO : Epoch 778 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1870.89 ms [2021-01-12 07:29:43 main:574] : INFO : Epoch 779 | loss: 0.0311911 | val_loss: 0.0311906 | Time: 1928.07 ms [2021-01-12 07:29:44 main:574] : INFO : Epoch 780 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 1900.01 ms [2021-01-12 07:29:46 main:574] : INFO : Epoch 781 | loss: 0.0311883 | val_loss: 0.0311909 | Time: 1936.05 ms [2021-01-12 07:29:48 main:574] : INFO : Epoch 782 | loss: 0.0311899 | val_loss: 0.03119 | Time: 1931.31 ms [2021-01-12 07:29:50 main:574] : INFO : Epoch 783 | loss: 0.0311874 | val_loss: 0.0311943 | Time: 1913.82 ms [2021-01-12 07:29:52 main:574] : INFO : Epoch 784 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 1896.83 ms [2021-01-12 07:29:54 main:574] : INFO : Epoch 785 | loss: 0.031187 | val_loss: 0.0311896 | Time: 1927.65 ms [2021-01-12 07:29:56 main:574] : INFO : Epoch 786 | loss: 0.031186 | val_loss: 0.0311886 | Time: 1906.95 ms [2021-01-12 07:29:58 main:574] : INFO : Epoch 787 | loss: 0.0311859 | val_loss: 0.031187 | Time: 1883.99 ms [2021-01-12 07:30:00 main:574] : INFO : Epoch 788 | loss: 0.0311862 | val_loss: 0.0311913 | Time: 1919.06 ms [2021-01-12 07:30:02 main:574] : INFO : Epoch 789 | loss: 0.0311893 | val_loss: 0.0311938 | Time: 1907.68 ms [2021-01-12 07:30:04 main:574] : INFO : Epoch 790 | loss: 0.0311893 | val_loss: 0.0311905 | Time: 1955.32 ms [2021-01-12 07:30:06 main:574] : INFO : Epoch 791 | loss: 0.0311905 | val_loss: 0.0311919 | Time: 1952.2 ms [2021-01-12 07:30:08 main:574] : INFO : Epoch 792 | loss: 0.0311893 | val_loss: 0.0311915 | Time: 1925.83 ms [2021-01-12 07:30:10 main:574] : INFO : Epoch 793 | loss: 0.0311894 | val_loss: 0.0311969 | Time: 1910.26 ms [2021-01-12 07:30:12 main:574] : INFO : Epoch 794 | loss: 0.0311912 | val_loss: 0.0311945 | Time: 1920.67 ms [2021-01-12 07:30:13 main:574] : INFO : Epoch 795 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 1927.33 ms [2021-01-12 07:30:15 main:574] : INFO : Epoch 796 | loss: 0.0311926 | val_loss: 0.0311907 | Time: 1875.68 ms [2021-01-12 07:30:17 main:574] : INFO : Epoch 797 | loss: 0.031191 | val_loss: 0.0311909 | Time: 1899.19 ms [2021-01-12 07:30:19 main:574] : INFO : Epoch 798 | loss: 0.031191 | val_loss: 0.0311897 | Time: 1893.19 ms [2021-01-12 07:30:21 main:574] : INFO : Epoch 799 | loss: 0.0311892 | val_loss: 0.0311904 | Time: 1939.22 ms [2021-01-12 07:30:23 main:574] : INFO : Epoch 800 | loss: 0.0311903 | val_loss: 0.0311921 | Time: 1916.01 ms [2021-01-12 07:30:25 main:574] : INFO : Epoch 801 | loss: 0.0311895 | val_loss: 0.0311932 | Time: 1928.44 ms [2021-01-12 07:30:27 main:574] : INFO : Epoch 802 | loss: 0.0311893 | val_loss: 0.0311897 | Time: 1926.19 ms [2021-01-12 07:30:29 main:574] : INFO : Epoch 803 | loss: 0.0311905 | val_loss: 0.0311906 | Time: 1883.24 ms [2021-01-12 07:30:31 main:574] : INFO : Epoch 804 | loss: 0.031193 | val_loss: 0.0311928 | Time: 1885.3 ms [2021-01-12 07:30:33 main:574] : INFO : Epoch 805 | loss: 0.0311947 | val_loss: 0.0311937 | Time: 1905.34 ms [2021-01-12 07:30:35 main:574] : INFO : Epoch 806 | loss: 0.0311973 | val_loss: 0.0311931 | Time: 1891.38 ms [2021-01-12 07:30:36 main:574] : INFO : Epoch 807 | loss: 0.0311945 | val_loss: 0.031196 | Time: 1912.96 ms [2021-01-12 07:30:38 main:574] : INFO : Epoch 808 | loss: 0.0311928 | val_loss: 0.0311965 | Time: 1905.77 ms [2021-01-12 07:30:40 main:574] : INFO : Epoch 809 | loss: 0.0311976 | val_loss: 0.0312029 | Time: 1922.02 ms [2021-01-12 07:30:42 main:574] : INFO : Epoch 810 | loss: 0.0311999 | val_loss: 0.0311959 | Time: 1879.66 ms [2021-01-12 07:30:44 main:574] : INFO : Epoch 811 | loss: 0.0311951 | val_loss: 0.0311924 | Time: 1884.5 ms [2021-01-12 07:30:46 main:574] : INFO : Epoch 812 | loss: 0.0311963 | val_loss: 0.0311963 | Time: 1891.02 ms [2021-01-12 07:30:48 main:574] : INFO : Epoch 813 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 1905.61 ms [2021-01-12 07:30:50 main:574] : INFO : Epoch 814 | loss: 0.0311972 | val_loss: 0.0311954 | Time: 1890.03 ms [2021-01-12 07:30:52 main:574] : INFO : Epoch 815 | loss: 0.0311972 | val_loss: 0.0311951 | Time: 1901.47 ms [2021-01-12 07:30:54 main:574] : INFO : Epoch 816 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 1894.72 ms [2021-01-12 07:30:56 main:574] : INFO : Epoch 817 | loss: 0.0311912 | val_loss: 0.031193 | Time: 1915.92 ms [2021-01-12 07:30:58 main:574] : INFO : Epoch 818 | loss: 0.0311906 | val_loss: 0.031194 | Time: 1921.75 ms [2021-01-12 07:30:59 main:574] : INFO : Epoch 819 | loss: 0.0311914 | val_loss: 0.0311927 | Time: 1894.5 ms [2021-01-12 07:31:01 main:574] : INFO : Epoch 820 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 1903.13 ms [2021-01-12 07:31:03 main:574] : INFO : Epoch 821 | loss: 0.0311897 | val_loss: 0.031191 | Time: 1887.08 ms [2021-01-12 07:31:05 main:574] : INFO : Epoch 822 | loss: 0.0311889 | val_loss: 0.0311907 | Time: 1876.18 ms [2021-01-12 07:31:07 main:574] : INFO : Epoch 823 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 1865.29 ms [2021-01-12 07:31:09 main:574] : INFO : Epoch 824 | loss: 0.031192 | val_loss: 0.0311919 | Time: 1898.99 ms [2021-01-12 07:31:11 main:574] : INFO : Epoch 825 | loss: 0.0311895 | val_loss: 0.031191 | Time: 1892.37 ms [2021-01-12 07:31:13 main:574] : INFO : Epoch 826 | loss: 0.0311885 | val_loss: 0.0311909 | Time: 1880.54 ms [2021-01-12 07:31:15 main:574] : INFO : Epoch 827 | loss: 0.0311879 | val_loss: 0.0311933 | Time: 1881.53 ms [2021-01-12 07:31:17 main:574] : INFO : Epoch 828 | loss: 0.0311908 | val_loss: 0.0311939 | Time: 1903.99 ms [2021-01-12 07:31:18 main:574] : INFO : Epoch 829 | loss: 0.0311901 | val_loss: 0.0311901 | Time: 1886.87 ms [2021-01-12 07:31:20 main:574] : INFO : Epoch 830 | loss: 0.0311892 | val_loss: 0.0311905 | Time: 1866.61 ms [2021-01-12 07:31:22 main:574] : INFO : Epoch 831 | loss: 0.0311878 | val_loss: 0.0311906 | Time: 1955.3 ms [2021-01-12 07:31:24 main:574] : INFO : Epoch 832 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 1909.95 ms [2021-01-12 07:31:26 main:574] : INFO : Epoch 833 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 1885.37 ms [2021-01-12 07:31:28 main:574] : INFO : Epoch 834 | loss: 0.0311897 | val_loss: 0.0311943 | Time: 1901.94 ms [2021-01-12 07:31:30 main:574] : INFO : Epoch 835 | loss: 0.0311895 | val_loss: 0.03119 | Time: 1926.22 ms [2021-01-12 07:31:32 main:574] : INFO : Epoch 836 | loss: 0.0311903 | val_loss: 0.0311889 | Time: 1862.52 ms [2021-01-12 07:31:34 main:574] : INFO : Epoch 837 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 1900.06 ms [2021-01-12 07:31:36 main:574] : INFO : Epoch 838 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 1886.73 ms [2021-01-12 07:31:38 main:574] : INFO : Epoch 839 | loss: 0.0311874 | val_loss: 0.0311907 | Time: 1910.77 ms [2021-01-12 07:31:39 main:574] : INFO : Epoch 840 | loss: 0.0311874 | val_loss: 0.0311918 | Time: 1862.19 ms [2021-01-12 07:31:41 main:574] : INFO : Epoch 841 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 1898.22 ms [2021-01-12 07:31:43 main:574] : INFO : Epoch 842 | loss: 0.031186 | val_loss: 0.0311892 | Time: 1896.18 ms [2021-01-12 07:31:45 main:574] : INFO : Epoch 843 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 1937.59 ms [2021-01-12 07:31:47 main:574] : INFO : Epoch 844 | loss: 0.0311916 | val_loss: 0.0311958 | Time: 1909.31 ms [2021-01-12 07:31:49 main:574] : INFO : Epoch 845 | loss: 0.0311952 | val_loss: 0.0311982 | Time: 1891.59 ms [2021-01-12 07:31:51 main:574] : INFO : Epoch 846 | loss: 0.0311968 | val_loss: 0.0312017 | Time: 1898.18 ms [2021-01-12 07:31:53 main:574] : INFO : Epoch 847 | loss: 0.0311976 | val_loss: 0.0312021 | Time: 1896.2 ms [2021-01-12 07:31:55 main:574] : INFO : Epoch 848 | loss: 0.031196 | val_loss: 0.0312014 | Time: 1925.24 ms [2021-01-12 07:31:57 main:574] : INFO : Epoch 849 | loss: 0.0311943 | val_loss: 0.0311971 | Time: 1891.56 ms [2021-01-12 07:31:59 main:574] : INFO : Epoch 850 | loss: 0.0311936 | val_loss: 0.0311931 | Time: 1914.12 ms [2021-01-12 07:32:01 main:574] : INFO : Epoch 851 | loss: 0.0311907 | val_loss: 0.031196 | Time: 1894.87 ms [2021-01-12 07:32:02 main:574] : INFO : Epoch 852 | loss: 0.0311904 | val_loss: 0.0311939 | Time: 1896.07 ms [2021-01-12 07:32:04 main:574] : INFO : Epoch 853 | loss: 0.0311909 | val_loss: 0.031195 | Time: 1905.99 ms [2021-01-12 07:32:06 main:574] : INFO : Epoch 854 | loss: 0.0311896 | val_loss: 0.0311921 | Time: 1903.76 ms [2021-01-12 07:32:08 main:574] : INFO : Epoch 855 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 1877.22 ms [2021-01-12 07:32:10 main:574] : INFO : Epoch 856 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 1922.2 ms [2021-01-12 07:32:12 main:574] : INFO : Epoch 857 | loss: 0.0311894 | val_loss: 0.0312003 | Time: 1892.77 ms [2021-01-12 07:32:14 main:574] : INFO : Epoch 858 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 1934.08 ms [2021-01-12 07:32:16 main:574] : INFO : Epoch 859 | loss: 0.031192 | val_loss: 0.0312015 | Time: 1896.73 ms [2021-01-12 07:32:18 main:574] : INFO : Epoch 860 | loss: 0.0311991 | val_loss: 0.0311973 | Time: 1897.58 ms [2021-01-12 07:32:20 main:574] : INFO : Epoch 861 | loss: 0.0311932 | val_loss: 0.0311954 | Time: 1876.06 ms [2021-01-12 07:32:22 main:574] : INFO : Epoch 862 | loss: 0.0311914 | val_loss: 0.0311946 | Time: 1906.64 ms [2021-01-12 07:32:24 main:574] : INFO : Epoch 863 | loss: 0.0311914 | val_loss: 0.0312013 | Time: 1946.09 ms [2021-01-12 07:32:25 main:574] : INFO : Epoch 864 | loss: 0.0311952 | val_loss: 0.0311938 | Time: 1887.6 ms [2021-01-12 07:32:27 main:574] : INFO : Epoch 865 | loss: 0.031191 | val_loss: 0.0311953 | Time: 1913.35 ms [2021-01-12 07:32:29 main:574] : INFO : Epoch 866 | loss: 0.0311907 | val_loss: 0.0311976 | Time: 1891.61 ms [2021-01-12 07:32:31 main:574] : INFO : Epoch 867 | loss: 0.0311894 | val_loss: 0.0311908 | Time: 1911.23 ms [2021-01-12 07:32:33 main:574] : INFO : Epoch 868 | loss: 0.0311875 | val_loss: 0.0311907 | Time: 1933.82 ms [2021-01-12 07:32:35 main:574] : INFO : Epoch 869 | loss: 0.0311872 | val_loss: 0.0311913 | Time: 1910.91 ms [2021-01-12 07:32:37 main:574] : INFO : Epoch 870 | loss: 0.0311875 | val_loss: 0.0311928 | Time: 1867.59 ms [2021-01-12 07:32:39 main:574] : INFO : Epoch 871 | loss: 0.0311919 | val_loss: 0.0311932 | Time: 1914.42 ms [2021-01-12 07:32:41 main:574] : INFO : Epoch 872 | loss: 0.0311938 | val_loss: 0.0311942 | Time: 1945.32 ms [2021-01-12 07:32:43 main:574] : INFO : Epoch 873 | loss: 0.0311934 | val_loss: 0.0311958 | Time: 1916.67 ms [2021-01-12 07:32:45 main:574] : INFO : Epoch 874 | loss: 0.0312004 | val_loss: 0.0312143 | Time: 1945.17 ms [2021-01-12 07:32:47 main:574] : INFO : Epoch 875 | loss: 0.0312091 | val_loss: 0.0312177 | Time: 1894.48 ms [2021-01-12 07:32:49 main:574] : INFO : Epoch 876 | loss: 0.0312085 | val_loss: 0.0312144 | Time: 1930.62 ms [2021-01-12 07:32:50 main:574] : INFO : Epoch 877 | loss: 0.0312038 | val_loss: 0.0312089 | Time: 1922.7 ms [2021-01-12 07:32:52 main:574] : INFO : Epoch 878 | loss: 0.0312023 | val_loss: 0.0312069 | Time: 1923.58 ms [2021-01-12 07:32:54 main:574] : INFO : Epoch 879 | loss: 0.0312026 | val_loss: 0.0312074 | Time: 1900.2 ms [2021-01-12 07:32:56 main:574] : INFO : Epoch 880 | loss: 0.0312024 | val_loss: 0.0312071 | Time: 1954.01 ms [2021-01-12 07:32:58 main:574] : INFO : Epoch 881 | loss: 0.0312029 | val_loss: 0.0312041 | Time: 1902.35 ms [2021-01-12 07:33:00 main:574] : INFO : Epoch 882 | loss: 0.0311984 | val_loss: 0.0312114 | Time: 1918.01 ms [2021-01-12 07:33:02 main:574] : INFO : Epoch 883 | loss: 0.0311994 | val_loss: 0.0312032 | Time: 1902.84 ms [2021-01-12 07:33:04 main:574] : INFO : Epoch 884 | loss: 0.0311968 | val_loss: 0.0312042 | Time: 1884.78 ms [2021-01-12 07:33:06 main:574] : INFO : Epoch 885 | loss: 0.0311965 | val_loss: 0.0312029 | Time: 1919.55 ms [2021-01-12 07:33:08 main:574] : INFO : Epoch 886 | loss: 0.0311978 | val_loss: 0.031202 | Time: 1912.23 ms [2021-01-12 07:33:10 main:574] : INFO : Epoch 887 | loss: 0.031198 | val_loss: 0.0312062 | Time: 1931.01 ms [2021-01-12 07:33:12 main:574] : INFO : Epoch 888 | loss: 0.0311986 | val_loss: 0.0312041 | Time: 1947 ms [2021-01-12 07:33:14 main:574] : INFO : Epoch 889 | loss: 0.0311962 | val_loss: 0.031204 | Time: 1911.87 ms [2021-01-12 07:33:15 main:574] : INFO : Epoch 890 | loss: 0.0311966 | val_loss: 0.0312017 | Time: 1913.86 ms [2021-01-12 07:33:17 main:574] : INFO : Epoch 891 | loss: 0.0311962 | val_loss: 0.0312038 | Time: 1934.12 ms [2021-01-12 07:33:19 main:574] : INFO : Epoch 892 | loss: 0.0311988 | val_loss: 0.0312077 | Time: 1932.57 ms [2021-01-12 07:33:21 main:574] : INFO : Epoch 893 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 1931.87 ms [2021-01-12 07:33:23 main:574] : INFO : Epoch 894 | loss: 0.0311965 | val_loss: 0.0312037 | Time: 1928.97 ms [2021-01-12 07:33:25 main:574] : INFO : Epoch 895 | loss: 0.0311964 | val_loss: 0.0312042 | Time: 1933.01 ms [2021-01-12 07:33:27 main:574] : INFO : Epoch 896 | loss: 0.0311967 | val_loss: 0.0312041 | Time: 1889.93 ms [2021-01-12 07:33:29 main:574] : INFO : Epoch 897 | loss: 0.0311962 | val_loss: 0.0312108 | Time: 1901.18 ms [2021-01-12 07:33:31 main:574] : INFO : Epoch 898 | loss: 0.0311995 | val_loss: 0.0312054 | Time: 1937.3 ms [2021-01-12 07:33:33 main:574] : INFO : Epoch 899 | loss: 0.031196 | val_loss: 0.0312051 | Time: 1904.95 ms [2021-01-12 07:33:35 main:574] : INFO : Epoch 900 | loss: 0.0311971 | val_loss: 0.0312055 | Time: 1933.58 ms [2021-01-12 07:33:37 main:574] : INFO : Epoch 901 | loss: 0.0311968 | val_loss: 0.0312074 | Time: 1919.32 ms [2021-01-12 07:33:39 main:574] : INFO : Epoch 902 | loss: 0.0311974 | val_loss: 0.0312183 | Time: 1910.61 ms [2021-01-12 07:33:41 main:574] : INFO : Epoch 903 | loss: 0.0312077 | val_loss: 0.0312136 | Time: 1924.15 ms [2021-01-12 07:33:43 main:574] : INFO : Epoch 904 | loss: 0.0312041 | val_loss: 0.0312076 | Time: 1917.74 ms [2021-01-12 07:33:44 main:574] : INFO : Epoch 905 | loss: 0.0311999 | val_loss: 0.0312067 | Time: 1924.63 ms [2021-01-12 07:33:46 main:574] : INFO : Epoch 906 | loss: 0.0311986 | val_loss: 0.0312038 | Time: 1916.46 ms [2021-01-12 07:33:48 main:574] : INFO : Epoch 907 | loss: 0.0311973 | val_loss: 0.0312031 | Time: 1898.57 ms [2021-01-12 07:33:50 main:574] : INFO : Epoch 908 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 1927.78 ms [2021-01-12 07:33:52 main:574] : INFO : Epoch 909 | loss: 0.0311966 | val_loss: 0.0312027 | Time: 1903.24 ms [2021-01-12 07:33:54 main:574] : INFO : Epoch 910 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 1955.24 ms [2021-01-12 07:33:56 main:574] : INFO : Epoch 911 | loss: 0.0311992 | val_loss: 0.0312063 | Time: 1913.74 ms [2021-01-12 07:33:58 main:574] : INFO : Epoch 912 | loss: 0.0312006 | val_loss: 0.0312058 | Time: 1923.96 ms [2021-01-12 07:34:00 main:574] : INFO : Epoch 913 | loss: 0.0312009 | val_loss: 0.0312199 | Time: 1907.49 ms [2021-01-12 07:34:02 main:574] : INFO : Epoch 914 | loss: 0.0312142 | val_loss: 0.0312161 | Time: 1903.79 ms [2021-01-12 07:34:04 main:574] : INFO : Epoch 915 | loss: 0.0312052 | val_loss: 0.0312089 | Time: 1875.49 ms [2021-01-12 07:34:06 main:574] : INFO : Epoch 916 | loss: 0.0312003 | val_loss: 0.0312051 | Time: 1907.87 ms [2021-01-12 07:34:08 main:574] : INFO : Epoch 917 | loss: 0.0311994 | val_loss: 0.0312051 | Time: 1908.2 ms [2021-01-12 07:34:09 main:574] : INFO : Epoch 918 | loss: 0.0312001 | val_loss: 0.0312074 | Time: 1885.55 ms [2021-01-12 07:34:11 main:574] : INFO : Epoch 919 | loss: 0.0311991 | val_loss: 0.0312099 | Time: 1918.17 ms [2021-01-12 07:34:13 main:574] : INFO : Epoch 920 | loss: 0.0312109 | val_loss: 0.031213 | Time: 1922.09 ms [2021-01-12 07:34:15 main:574] : INFO : Epoch 921 | loss: 0.0312105 | val_loss: 0.0312121 | Time: 1906.18 ms [2021-01-12 07:34:17 main:574] : INFO : Epoch 922 | loss: 0.0312093 | val_loss: 0.0312096 | Time: 1898.07 ms [2021-01-12 07:34:19 main:574] : INFO : Epoch 923 | loss: 0.0312096 | val_loss: 0.0312084 | Time: 1907.21 ms [2021-01-12 07:34:21 main:574] : INFO : Epoch 924 | loss: 0.0312085 | val_loss: 0.0312083 | Time: 1924.67 ms [2021-01-12 07:34:23 main:574] : INFO : Epoch 925 | loss: 0.0312077 | val_loss: 0.0312076 | Time: 1902.93 ms [2021-01-12 07:34:25 main:574] : INFO : Epoch 926 | loss: 0.0312075 | val_loss: 0.0312099 | Time: 1918.03 ms [2021-01-12 07:34:27 main:574] : INFO : Epoch 927 | loss: 0.0312168 | val_loss: 0.0312169 | Time: 1925.81 ms [2021-01-12 07:34:29 main:574] : INFO : Epoch 928 | loss: 0.0312161 | val_loss: 0.0312168 | Time: 1891.06 ms [2021-01-12 07:34:31 main:574] : INFO : Epoch 929 | loss: 0.0312144 | val_loss: 0.0312154 | Time: 1904.87 ms [2021-01-12 07:34:33 main:574] : INFO : Epoch 930 | loss: 0.0312131 | val_loss: 0.0312129 | Time: 1913.9 ms [2021-01-12 07:34:34 main:574] : INFO : Epoch 931 | loss: 0.0312118 | val_loss: 0.031212 | Time: 1928.89 ms [2021-01-12 07:34:36 main:574] : INFO : Epoch 932 | loss: 0.0312109 | val_loss: 0.0312125 | Time: 1882.48 ms [2021-01-12 07:34:38 main:574] : INFO : Epoch 933 | loss: 0.0312129 | val_loss: 0.03122 | Time: 1905.93 ms [2021-01-12 07:34:40 main:574] : INFO : Epoch 934 | loss: 0.0312169 | val_loss: 0.0312188 | Time: 1906.54 ms [2021-01-12 07:34:42 main:574] : INFO : Epoch 935 | loss: 0.0312179 | val_loss: 0.031218 | Time: 1911.55 ms [2021-01-12 07:34:44 main:574] : INFO : Epoch 936 | loss: 0.0312162 | val_loss: 0.0312193 | Time: 1901.8 ms [2021-01-12 07:34:46 main:574] : INFO : Epoch 937 | loss: 0.0312154 | val_loss: 0.031215 | Time: 1925.77 ms [2021-01-12 07:34:48 main:574] : INFO : Epoch 938 | loss: 0.0312135 | val_loss: 0.0312132 | Time: 1941.55 ms [2021-01-12 07:34:50 main:574] : INFO : Epoch 939 | loss: 0.0312125 | val_loss: 0.0312127 | Time: 1909.93 ms [2021-01-12 07:34:52 main:574] : INFO : Epoch 940 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 1905.15 ms [2021-01-12 07:34:54 main:574] : INFO : Epoch 941 | loss: 0.0312112 | val_loss: 0.0312138 | Time: 1906.99 ms [2021-01-12 07:34:56 main:574] : INFO : Epoch 942 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 1909.15 ms [2021-01-12 07:34:58 main:574] : INFO : Epoch 943 | loss: 0.031209 | val_loss: 0.0312136 | Time: 1887.03 ms [2021-01-12 07:34:59 main:574] : INFO : Epoch 944 | loss: 0.0312113 | val_loss: 0.0312119 | Time: 1916.52 ms [2021-01-12 07:35:01 main:574] : INFO : Epoch 945 | loss: 0.0312095 | val_loss: 0.0312124 | Time: 1880.15 ms [2021-01-12 07:35:03 main:574] : INFO : Epoch 946 | loss: 0.0312102 | val_loss: 0.0312181 | Time: 1902.17 ms [2021-01-12 07:35:05 main:574] : INFO : Epoch 947 | loss: 0.0312095 | val_loss: 0.0312115 | Time: 1903.08 ms [2021-01-12 07:35:07 main:574] : INFO : Epoch 948 | loss: 0.0312093 | val_loss: 0.0312113 | Time: 1911.27 ms [2021-01-12 07:35:09 main:574] : INFO : Epoch 949 | loss: 0.0312078 | val_loss: 0.0312105 | Time: 1885.54 ms [2021-01-12 07:35:11 main:574] : INFO : Epoch 950 | loss: 0.0312075 | val_loss: 0.0312142 | Time: 1847.4 ms [2021-01-12 07:35:13 main:574] : INFO : Epoch 951 | loss: 0.0312133 | val_loss: 0.0312134 | Time: 1919.58 ms [2021-01-12 07:35:15 main:574] : INFO : Epoch 952 | loss: 0.0312116 | val_loss: 0.0312137 | Time: 1892.6 ms [2021-01-12 07:35:17 main:574] : INFO : Epoch 953 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 1904.76 ms [2021-01-12 07:35:19 main:574] : INFO : Epoch 954 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 1894.73 ms [2021-01-12 07:35:20 main:574] : INFO : Epoch 955 | loss: 0.0312093 | val_loss: 0.031212 | Time: 1890.45 ms [2021-01-12 07:35:22 main:574] : INFO : Epoch 956 | loss: 0.0312086 | val_loss: 0.0312113 | Time: 1877.21 ms [2021-01-12 07:35:24 main:574] : INFO : Epoch 957 | loss: 0.031209 | val_loss: 0.0312112 | Time: 1928.36 ms [2021-01-12 07:35:26 main:574] : INFO : Epoch 958 | loss: 0.0312077 | val_loss: 0.0312105 | Time: 1901.52 ms [2021-01-12 07:35:28 main:574] : INFO : Epoch 959 | loss: 0.0312082 | val_loss: 0.0312138 | Time: 1890.37 ms [2021-01-12 07:35:30 main:574] : INFO : Epoch 960 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 1920.03 ms [2021-01-12 07:35:32 main:574] : INFO : Epoch 961 | loss: 0.0312073 | val_loss: 0.0312113 | Time: 1935.72 ms [2021-01-12 07:35:34 main:574] : INFO : Epoch 962 | loss: 0.031209 | val_loss: 0.0312113 | Time: 1897.19 ms [2021-01-12 07:35:36 main:574] : INFO : Epoch 963 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 1915.83 ms [2021-01-12 07:35:38 main:574] : INFO : Epoch 964 | loss: 0.031207 | val_loss: 0.03121 | Time: 1895.12 ms [2021-01-12 07:35:40 main:574] : INFO : Epoch 965 | loss: 0.0312073 | val_loss: 0.0312144 | Time: 1903.89 ms [2021-01-12 07:35:42 main:574] : INFO : Epoch 966 | loss: 0.0312089 | val_loss: 0.0312125 | Time: 1912.76 ms [2021-01-12 07:35:44 main:574] : INFO : Epoch 967 | loss: 0.0312062 | val_loss: 0.0312151 | Time: 1922.05 ms [2021-01-12 07:35:46 main:574] : INFO : Epoch 968 | loss: 0.0312068 | val_loss: 0.0312104 | Time: 1952.26 ms [2021-01-12 07:35:47 main:574] : INFO : Epoch 969 | loss: 0.0312055 | val_loss: 0.0312102 | Time: 1909.72 ms [2021-01-12 07:35:49 main:574] : INFO : Epoch 970 | loss: 0.0312062 | val_loss: 0.0312115 | Time: 1908.27 ms [2021-01-12 07:35:51 main:574] : INFO : Epoch 971 | loss: 0.031207 | val_loss: 0.0312099 | Time: 1913.3 ms [2021-01-12 07:35:53 main:574] : INFO : Epoch 972 | loss: 0.031206 | val_loss: 0.0312092 | Time: 1897.09 ms [2021-01-12 07:35:55 main:574] : INFO : Epoch 973 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 1914.37 ms [2021-01-12 07:35:57 main:574] : INFO : Epoch 974 | loss: 0.0312145 | val_loss: 0.0312343 | Time: 1918.38 ms [2021-01-12 07:35:59 main:574] : INFO : Epoch 975 | loss: 0.0312111 | val_loss: 0.0312124 | Time: 1916.91 ms [2021-01-12 07:36:01 main:574] : INFO : Epoch 976 | loss: 0.0312057 | val_loss: 0.0312099 | Time: 1893.54 ms [2021-01-12 07:36:03 main:574] : INFO : Epoch 977 | loss: 0.0312053 | val_loss: 0.0312095 | Time: 1918.84 ms [2021-01-12 07:36:05 main:574] : INFO : Epoch 978 | loss: 0.0312053 | val_loss: 0.031215 | Time: 1875.24 ms [2021-01-12 07:36:07 main:574] : INFO : Epoch 979 | loss: 0.0312059 | val_loss: 0.0312104 | Time: 1913.34 ms [2021-01-12 07:36:09 main:574] : INFO : Epoch 980 | loss: 0.031205 | val_loss: 0.03121 | Time: 1896.86 ms [2021-01-12 07:36:10 main:574] : INFO : Epoch 981 | loss: 0.0312045 | val_loss: 0.0312102 | Time: 1878.97 ms [2021-01-12 07:36:12 main:574] : INFO : Epoch 982 | loss: 0.0312063 | val_loss: 0.031213 | Time: 1883.44 ms [2021-01-12 07:36:14 main:574] : INFO : Epoch 983 | loss: 0.0312094 | val_loss: 0.0312134 | Time: 1884.98 ms [2021-01-12 07:36:16 main:574] : INFO : Epoch 984 | loss: 0.0312047 | val_loss: 0.0312123 | Time: 1929.99 ms [2021-01-12 07:36:18 main:574] : INFO : Epoch 985 | loss: 0.0312068 | val_loss: 0.0312194 | Time: 1916.95 ms [2021-01-12 07:36:20 main:574] : INFO : Epoch 986 | loss: 0.0312068 | val_loss: 0.0312083 | Time: 1918.12 ms [2021-01-12 07:36:22 main:574] : INFO : Epoch 987 | loss: 0.0312046 | val_loss: 0.0312086 | Time: 1938.6 ms [2021-01-12 07:36:24 main:574] : INFO : Epoch 988 | loss: 0.031205 | val_loss: 0.0312087 | Time: 1901.47 ms [2021-01-12 07:36:26 main:574] : INFO : Epoch 989 | loss: 0.031205 | val_loss: 0.0312136 | Time: 1901.71 ms [2021-01-12 07:36:28 main:574] : INFO : Epoch 990 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1924.95 ms [2021-01-12 07:36:30 main:574] : INFO : Epoch 991 | loss: 0.0312044 | val_loss: 0.0312095 | Time: 1895.75 ms [2021-01-12 07:36:32 main:574] : INFO : Epoch 992 | loss: 0.0312038 | val_loss: 0.0312089 | Time: 1878.14 ms [2021-01-12 07:36:33 main:574] : INFO : Epoch 993 | loss: 0.0312038 | val_loss: 0.0312144 | Time: 1892.23 ms [2021-01-12 07:36:35 main:574] : INFO : Epoch 994 | loss: 0.0312058 | val_loss: 0.0312125 | Time: 1889.83 ms [2021-01-12 07:36:37 main:574] : INFO : Epoch 995 | loss: 0.0312064 | val_loss: 0.0312092 | Time: 1895.89 ms [2021-01-12 07:36:39 main:574] : INFO : Epoch 996 | loss: 0.0312049 | val_loss: 0.0312096 | Time: 1912.27 ms [2021-01-12 07:36:41 main:574] : INFO : Epoch 997 | loss: 0.031204 | val_loss: 0.0312105 | Time: 1947.31 ms [2021-01-12 07:36:43 main:574] : INFO : Epoch 998 | loss: 0.0312045 | val_loss: 0.0312089 | Time: 1913.34 ms [2021-01-12 07:36:45 main:574] : INFO : Epoch 999 | loss: 0.0312039 | val_loss: 0.0312082 | Time: 1865.97 ms [2021-01-12 07:36:47 main:574] : INFO : Epoch 1000 | loss: 0.0312054 | val_loss: 0.0312106 | Time: 1875.74 ms [2021-01-12 07:36:49 main:574] : INFO : Epoch 1001 | loss: 0.0312048 | val_loss: 0.0312087 | Time: 1889.64 ms [2021-01-12 07:36:51 main:574] : INFO : Epoch 1002 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 1908.98 ms [2021-01-12 07:36:53 main:574] : INFO : Epoch 1003 | loss: 0.0312045 | val_loss: 0.0312086 | Time: 1897.71 ms [2021-01-12 07:36:55 main:574] : INFO : Epoch 1004 | loss: 0.0312046 | val_loss: 0.0312099 | Time: 1922.83 ms [2021-01-12 07:36:56 main:574] : INFO : Epoch 1005 | loss: 0.0312049 | val_loss: 0.031212 | Time: 1893.09 ms [2021-01-12 07:36:58 main:574] : INFO : Epoch 1006 | loss: 0.0312078 | val_loss: 0.0312079 | Time: 1898.39 ms [2021-01-12 07:37:00 main:574] : INFO : Epoch 1007 | loss: 0.0312053 | val_loss: 0.0312074 | Time: 1894.78 ms [2021-01-12 07:37:02 main:574] : INFO : Epoch 1008 | loss: 0.0312034 | val_loss: 0.0312076 | Time: 1897.95 ms [2021-01-12 07:37:04 main:574] : INFO : Epoch 1009 | loss: 0.0312031 | val_loss: 0.0312091 | Time: 1932.86 ms [2021-01-12 07:37:06 main:574] : INFO : Epoch 1010 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 1904.86 ms [2021-01-12 07:37:08 main:574] : INFO : Epoch 1011 | loss: 0.0312031 | val_loss: 0.0312095 | Time: 1910.79 ms [2021-01-12 07:37:10 main:574] : INFO : Epoch 1012 | loss: 0.0312031 | val_loss: 0.0312071 | Time: 1890.99 ms [2021-01-12 07:37:12 main:574] : INFO : Epoch 1013 | loss: 0.0312044 | val_loss: 0.0312094 | Time: 1910.27 ms [2021-01-12 07:37:14 main:574] : INFO : Epoch 1014 | loss: 0.0312029 | val_loss: 0.0312081 | Time: 1885.99 ms [2021-01-12 07:37:16 main:574] : INFO : Epoch 1015 | loss: 0.031203 | val_loss: 0.0312076 | Time: 1894.94 ms [2021-01-12 07:37:18 main:574] : INFO : Epoch 1016 | loss: 0.031202 | val_loss: 0.0312089 | Time: 1919.75 ms [2021-01-12 07:37:19 main:574] : INFO : Epoch 1017 | loss: 0.0312027 | val_loss: 0.0312117 | Time: 1892.21 ms [2021-01-12 07:37:21 main:574] : INFO : Epoch 1018 | loss: 0.0312053 | val_loss: 0.0312098 | Time: 1893.39 ms [2021-01-12 07:37:23 main:574] : INFO : Epoch 1019 | loss: 0.0312058 | val_loss: 0.0312121 | Time: 1877.32 ms [2021-01-12 07:37:25 main:574] : INFO : Epoch 1020 | loss: 0.0312062 | val_loss: 0.031211 | Time: 1904.39 ms [2021-01-12 07:37:27 main:574] : INFO : Epoch 1021 | loss: 0.0312042 | val_loss: 0.0312101 | Time: 1932.53 ms [2021-01-12 07:37:29 main:574] : INFO : Epoch 1022 | loss: 0.0312063 | val_loss: 0.0312092 | Time: 1876.44 ms [2021-01-12 07:37:31 main:574] : INFO : Epoch 1023 | loss: 0.0312047 | val_loss: 0.0312105 | Time: 1916.34 ms [2021-01-12 07:37:33 main:574] : INFO : Epoch 1024 | loss: 0.031204 | val_loss: 0.0312082 | Time: 1877.83 ms [2021-01-12 07:37:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312082 [2021-01-12 07:37:33 main:603] : INFO : Saving end state to config to file [2021-01-12 07:37:33 main:608] : INFO : Success, exiting.. 07:37:33 (13280): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)