Task 3450124
| Name | ParityMachine-1605152064-24252-7_1 |
| Workunit | 1589398 |
| Created | 27 Dec 2020, 22:57:15 UTC |
| Sent | 28 Dec 2020, 0:17:56 UTC |
| Report deadline | 4 Jan 2021, 0:17:56 UTC |
| Received | 28 Dec 2020, 7:20:20 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 23 sec |
| CPU time | 31 min 58 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,112.04 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> INFO : Epoch 514 | loss: 0.0311929 | val_loss: 0.031198 | Time: 1884.36 ms [2020-12-28 08:03:59 main:574] : INFO : Epoch 515 | loss: 0.0311929 | val_loss: 0.031197 | Time: 1887.84 ms [2020-12-28 08:04:01 main:574] : INFO : Epoch 516 | loss: 0.0311929 | val_loss: 0.0311972 | Time: 1877.94 ms [2020-12-28 08:04:03 main:574] : INFO : Epoch 517 | loss: 0.0311923 | val_loss: 0.0311967 | Time: 1886.12 ms [2020-12-28 08:04:05 main:574] : INFO : Epoch 518 | loss: 0.0311921 | val_loss: 0.0311968 | Time: 1901 ms [2020-12-28 08:04:07 main:574] : INFO : Epoch 519 | loss: 0.0311922 | val_loss: 0.0311969 | Time: 1877.24 ms [2020-12-28 08:04:09 main:574] : INFO : Epoch 520 | loss: 0.0311924 | val_loss: 0.0311964 | Time: 1889.54 ms [2020-12-28 08:04:10 main:574] : INFO : Epoch 521 | loss: 0.031192 | val_loss: 0.0311965 | Time: 1858.9 ms [2020-12-28 08:04:12 main:574] : INFO : Epoch 522 | loss: 0.0311944 | val_loss: 0.0311974 | Time: 1865.65 ms [2020-12-28 08:04:14 main:574] : INFO : Epoch 523 | loss: 0.0311947 | val_loss: 0.0312007 | Time: 1877.41 ms [2020-12-28 08:04:16 main:574] : INFO : Epoch 524 | loss: 0.031196 | val_loss: 0.0311986 | Time: 1897.42 ms [2020-12-28 08:04:18 main:574] : INFO : Epoch 525 | loss: 0.0311947 | val_loss: 0.0311977 | Time: 1876.92 ms [2020-12-28 08:04:20 main:574] : INFO : Epoch 526 | loss: 0.0311938 | val_loss: 0.0311973 | Time: 1884.49 ms [2020-12-28 08:04:22 main:574] : INFO : Epoch 527 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 1883.3 ms [2020-12-28 08:04:24 main:574] : INFO : Epoch 528 | loss: 0.0311932 | val_loss: 0.0311981 | Time: 1901.71 ms [2020-12-28 08:04:26 main:574] : INFO : Epoch 529 | loss: 0.0311931 | val_loss: 0.0311979 | Time: 1875.7 ms [2020-12-28 08:04:28 main:574] : INFO : Epoch 530 | loss: 0.0311924 | val_loss: 0.0311977 | Time: 1901.92 ms [2020-12-28 08:04:29 main:574] : INFO : Epoch 531 | loss: 0.0311923 | val_loss: 0.0311975 | Time: 1877.06 ms [2020-12-28 08:04:31 main:574] : INFO : Epoch 532 | loss: 0.0311927 | val_loss: 0.031196 | Time: 1855.71 ms [2020-12-28 08:04:33 main:574] : INFO : Epoch 533 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 1874.12 ms [2020-12-28 08:04:35 main:574] : INFO : Epoch 534 | loss: 0.031194 | val_loss: 0.0311976 | Time: 1891.64 ms [2020-12-28 08:04:37 main:574] : INFO : Epoch 535 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 1911.29 ms [2020-12-28 08:04:39 main:574] : INFO : Epoch 536 | loss: 0.0311917 | val_loss: 0.0311965 | Time: 1856.18 ms [2020-12-28 08:04:41 main:574] : INFO : Epoch 537 | loss: 0.0311913 | val_loss: 0.0311958 | Time: 1883.69 ms [2020-12-28 08:04:43 main:574] : INFO : Epoch 538 | loss: 0.0311916 | val_loss: 0.031196 | Time: 1876.41 ms [2020-12-28 08:04:45 main:574] : INFO : Epoch 539 | loss: 0.0311913 | val_loss: 0.031196 | Time: 1856.9 ms [2020-12-28 08:04:46 main:574] : INFO : Epoch 540 | loss: 0.0311912 | val_loss: 0.0311959 | Time: 1870.44 ms [2020-12-28 08:04:48 main:574] : INFO : Epoch 541 | loss: 0.0311932 | val_loss: 0.0312 | Time: 1915.25 ms [2020-12-28 08:04:50 main:574] : INFO : Epoch 542 | loss: 0.0311983 | val_loss: 0.0312007 | Time: 1903.77 ms [2020-12-28 08:04:52 main:574] : INFO : Epoch 543 | loss: 0.0311963 | val_loss: 0.0312002 | Time: 1895.6 ms [2020-12-28 08:04:54 main:574] : INFO : Epoch 544 | loss: 0.0311951 | val_loss: 0.0311965 | Time: 1880.51 ms [2020-12-28 08:04:56 main:574] : INFO : Epoch 545 | loss: 0.0311946 | val_loss: 0.0311954 | Time: 1899.8 ms [2020-12-28 08:04:58 main:574] : INFO : Epoch 546 | loss: 0.0311917 | val_loss: 0.031195 | Time: 1877.95 ms [2020-12-28 08:05:00 main:574] : INFO : Epoch 547 | loss: 0.0311917 | val_loss: 0.0311948 | Time: 1875.99 ms [2020-12-28 08:05:02 main:574] : INFO : Epoch 548 | loss: 0.0311925 | val_loss: 0.0311961 | Time: 1865.31 ms [2020-12-28 08:05:04 main:574] : INFO : Epoch 549 | loss: 0.0311921 | val_loss: 0.0311947 | Time: 1911.46 ms [2020-12-28 08:05:05 main:574] : INFO : Epoch 550 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 1887.28 ms [2020-12-28 08:05:07 main:574] : INFO : Epoch 551 | loss: 0.0311919 | val_loss: 0.0311949 | Time: 1887.46 ms [2020-12-28 08:05:09 main:574] : INFO : Epoch 552 | loss: 0.0311925 | val_loss: 0.0311952 | Time: 1848.2 ms [2020-12-28 08:05:11 main:574] : INFO : Epoch 553 | loss: 0.0311921 | val_loss: 0.0311952 | Time: 1861.82 ms [2020-12-28 08:05:13 main:574] : INFO : Epoch 554 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 1894.29 ms [2020-12-28 08:05:15 main:574] : INFO : Epoch 555 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 1888.25 ms [2020-12-28 08:05:17 main:574] : INFO : Epoch 556 | loss: 0.0311964 | val_loss: 0.0311986 | Time: 1887.99 ms [2020-12-28 08:05:19 main:574] : INFO : Epoch 557 | loss: 0.0311964 | val_loss: 0.0311984 | Time: 1888.46 ms [2020-12-28 08:05:21 main:574] : INFO : Epoch 558 | loss: 0.031195 | val_loss: 0.0311988 | Time: 1875.09 ms [2020-12-28 08:05:22 main:574] : INFO : Epoch 559 | loss: 0.0311945 | val_loss: 0.0311981 | Time: 1864.81 ms [2020-12-28 08:05:24 main:574] : INFO : Epoch 560 | loss: 0.0311944 | val_loss: 0.0311985 | Time: 1859.76 ms [2020-12-28 08:05:26 main:574] : INFO : Epoch 561 | loss: 0.0311946 | val_loss: 0.031198 | Time: 1904.56 ms [2020-12-28 08:05:28 main:574] : INFO : Epoch 562 | loss: 0.0311939 | val_loss: 0.031197 | Time: 1919.47 ms [2020-12-28 08:05:30 main:574] : INFO : Epoch 563 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 1897.17 ms [2020-12-28 08:05:32 main:574] : INFO : Epoch 564 | loss: 0.0311931 | val_loss: 0.0311961 | Time: 1841.42 ms [2020-12-28 08:05:34 main:574] : INFO : Epoch 565 | loss: 0.0311928 | val_loss: 0.0311967 | Time: 1886.28 ms [2020-12-28 08:05:36 main:574] : INFO : Epoch 566 | loss: 0.0311936 | val_loss: 0.0311975 | Time: 1855.42 ms [2020-12-28 08:05:38 main:574] : INFO : Epoch 567 | loss: 0.0311942 | val_loss: 0.0311964 | Time: 1877.98 ms [2020-12-28 08:05:39 main:574] : INFO : Epoch 568 | loss: 0.0311924 | val_loss: 0.0311963 | Time: 1883.77 ms [2020-12-28 08:05:41 main:574] : INFO : Epoch 569 | loss: 0.0311932 | val_loss: 0.0311968 | Time: 1919.78 ms [2020-12-28 08:05:43 main:574] : INFO : Epoch 570 | loss: 0.0311934 | val_loss: 0.0311985 | Time: 1891.52 ms [2020-12-28 08:05:45 main:574] : INFO : Epoch 571 | loss: 0.0311931 | val_loss: 0.0311969 | Time: 1873.65 ms [2020-12-28 08:05:47 main:574] : INFO : Epoch 572 | loss: 0.0311924 | val_loss: 0.0311956 | Time: 1866.83 ms [2020-12-28 08:05:49 main:574] : INFO : Epoch 573 | loss: 0.0311921 | val_loss: 0.0311957 | Time: 1886.55 ms [2020-12-28 08:05:51 main:574] : INFO : Epoch 574 | loss: 0.0311919 | val_loss: 0.0311961 | Time: 1876.62 ms [2020-12-28 08:05:53 main:574] : INFO : Epoch 575 | loss: 0.0311923 | val_loss: 0.0311974 | Time: 1887.93 ms [2020-12-28 08:05:55 main:574] : INFO : Epoch 576 | loss: 0.0311917 | val_loss: 0.0311955 | Time: 1882.51 ms [2020-12-28 08:05:56 main:574] : INFO : Epoch 577 | loss: 0.0311918 | val_loss: 0.0311957 | Time: 1899.63 ms [2020-12-28 08:05:58 main:574] : INFO : Epoch 578 | loss: 0.0311916 | val_loss: 0.0311947 | Time: 1849.63 ms [2020-12-28 08:06:00 main:574] : INFO : Epoch 579 | loss: 0.0311913 | val_loss: 0.0311948 | Time: 1887.04 ms [2020-12-28 08:06:02 main:574] : INFO : Epoch 580 | loss: 0.031191 | val_loss: 0.0311948 | Time: 1880.62 ms [2020-12-28 08:06:04 main:574] : INFO : Epoch 581 | loss: 0.0311911 | val_loss: 0.0311961 | Time: 1872.45 ms [2020-12-28 08:06:06 main:574] : INFO : Epoch 582 | loss: 0.0311908 | val_loss: 0.031195 | Time: 1876.35 ms [2020-12-28 08:06:08 main:574] : INFO : Epoch 583 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 1917.85 ms [2020-12-28 08:06:10 main:574] : INFO : Epoch 584 | loss: 0.0311904 | val_loss: 0.0311941 | Time: 1885.84 ms [2020-12-28 08:06:12 main:574] : INFO : Epoch 585 | loss: 0.0311895 | val_loss: 0.0311944 | Time: 1867.2 ms [2020-12-28 08:06:13 main:574] : INFO : Epoch 586 | loss: 0.0311908 | val_loss: 0.0311936 | Time: 1887.72 ms [2020-12-28 08:06:15 main:574] : INFO : Epoch 587 | loss: 0.0311901 | val_loss: 0.031194 | Time: 1907.19 ms [2020-12-28 08:06:17 main:574] : INFO : Epoch 588 | loss: 0.0311904 | val_loss: 0.0311934 | Time: 1861.9 ms [2020-12-28 08:06:19 main:574] : INFO : Epoch 589 | loss: 0.0311903 | val_loss: 0.0311944 | Time: 1872.1 ms [2020-12-28 08:06:21 main:574] : INFO : Epoch 590 | loss: 0.0311921 | val_loss: 0.0311951 | Time: 1886.28 ms [2020-12-28 08:06:23 main:574] : INFO : Epoch 591 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 1872.85 ms [2020-12-28 08:06:25 main:574] : INFO : Epoch 592 | loss: 0.0311892 | val_loss: 0.0311949 | Time: 1871.13 ms [2020-12-28 08:06:27 main:574] : INFO : Epoch 593 | loss: 0.0311898 | val_loss: 0.0311946 | Time: 1899.17 ms [2020-12-28 08:06:29 main:574] : INFO : Epoch 594 | loss: 0.0311897 | val_loss: 0.0311949 | Time: 1894.23 ms [2020-12-28 08:06:30 main:574] : INFO : Epoch 595 | loss: 0.0311901 | val_loss: 0.0311968 | Time: 1861.1 ms [2020-12-28 08:06:32 main:574] : INFO : Epoch 596 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 1853.73 ms [2020-12-28 08:06:34 main:574] : INFO : Epoch 597 | loss: 0.0311883 | val_loss: 0.0311946 | Time: 1875.88 ms [2020-12-28 08:06:36 main:574] : INFO : Epoch 598 | loss: 0.0311885 | val_loss: 0.0311948 | Time: 1851.22 ms [2020-12-28 08:06:38 main:574] : INFO : Epoch 599 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 1841.42 ms [2020-12-28 08:06:40 main:574] : INFO : Epoch 600 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 1881.82 ms [2020-12-28 08:06:42 main:574] : INFO : Epoch 601 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 1884.23 ms [2020-12-28 08:06:44 main:574] : INFO : Epoch 602 | loss: 0.0311884 | val_loss: 0.031195 | Time: 1871.14 ms [2020-12-28 08:06:45 main:574] : INFO : Epoch 603 | loss: 0.0311885 | val_loss: 0.0311964 | Time: 1883.1 ms [2020-12-28 08:06:47 main:574] : INFO : Epoch 604 | loss: 0.0311887 | val_loss: 0.0311942 | Time: 1885.53 ms [2020-12-28 08:06:49 main:574] : INFO : Epoch 605 | loss: 0.0311893 | val_loss: 0.0311943 | Time: 1868.97 ms [2020-12-28 08:06:51 main:574] : INFO : Epoch 606 | loss: 0.0311904 | val_loss: 0.0311948 | Time: 1850.98 ms [2020-12-28 08:06:53 main:574] : INFO : Epoch 607 | loss: 0.031192 | val_loss: 0.031199 | Time: 1877.14 ms [2020-12-28 08:06:55 main:574] : INFO : Epoch 608 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 1901.1 ms [2020-12-28 08:06:57 main:574] : INFO : Epoch 609 | loss: 0.0311891 | val_loss: 0.0311943 | Time: 1879.32 ms [2020-12-28 08:06:59 main:574] : INFO : Epoch 610 | loss: 0.0311885 | val_loss: 0.0311942 | Time: 1849.17 ms [2020-12-28 08:07:01 main:574] : INFO : Epoch 611 | loss: 0.0311884 | val_loss: 0.0311951 | Time: 1878.48 ms [2020-12-28 08:07:02 main:574] : INFO : Epoch 612 | loss: 0.0311886 | val_loss: 0.0311956 | Time: 1883.77 ms [2020-12-28 08:07:04 main:574] : INFO : Epoch 613 | loss: 0.0311877 | val_loss: 0.0311954 | Time: 1880.13 ms [2020-12-28 08:07:06 main:574] : INFO : Epoch 614 | loss: 0.0311883 | val_loss: 0.0311945 | Time: 1880.76 ms [2020-12-28 08:07:08 main:574] : INFO : Epoch 615 | loss: 0.0311878 | val_loss: 0.0311934 | Time: 1880.94 ms [2020-12-28 08:07:10 main:574] : INFO : Epoch 616 | loss: 0.0311877 | val_loss: 0.0311938 | Time: 1878.43 ms [2020-12-28 08:07:12 main:574] : INFO : Epoch 617 | loss: 0.0311889 | val_loss: 0.0311984 | Time: 1879.37 ms [2020-12-28 08:07:14 main:574] : INFO : Epoch 618 | loss: 0.0311938 | val_loss: 0.0311993 | Time: 1892.53 ms [2020-12-28 08:07:16 main:574] : INFO : Epoch 619 | loss: 0.031196 | val_loss: 0.0311991 | Time: 1893.6 ms [2020-12-28 08:07:18 main:574] : INFO : Epoch 620 | loss: 0.0311952 | val_loss: 0.031199 | Time: 1887.7 ms [2020-12-28 08:07:19 main:574] : INFO : Epoch 621 | loss: 0.0311936 | val_loss: 0.0311966 | Time: 1879.26 ms [2020-12-28 08:07:21 main:574] : INFO : Epoch 622 | loss: 0.031192 | val_loss: 0.0311976 | Time: 1879.74 ms [2020-12-28 08:07:23 main:574] : INFO : Epoch 623 | loss: 0.0311918 | val_loss: 0.031197 | Time: 1849.43 ms [2020-12-28 08:07:25 main:574] : INFO : Epoch 624 | loss: 0.0311916 | val_loss: 0.0311968 | Time: 1850.79 ms [2020-12-28 08:07:27 main:574] : INFO : Epoch 625 | loss: 0.0311912 | val_loss: 0.0311962 | Time: 1897.74 ms [2020-12-28 08:07:29 main:574] : INFO : Epoch 626 | loss: 0.031193 | val_loss: 0.0311963 | Time: 1914.53 ms [2020-12-28 08:07:31 main:574] : INFO : Epoch 627 | loss: 0.0311925 | val_loss: 0.0311952 | Time: 1894.68 ms [2020-12-28 08:07:33 main:574] : INFO : Epoch 628 | loss: 0.0311914 | val_loss: 0.0311937 | Time: 1901.65 ms [2020-12-28 08:07:35 main:574] : INFO : Epoch 629 | loss: 0.0311893 | val_loss: 0.0311936 | Time: 1861.43 ms [2020-12-28 08:07:36 main:574] : INFO : Epoch 630 | loss: 0.0311894 | val_loss: 0.0311943 | Time: 1878.03 ms [2020-12-28 08:07:38 main:574] : INFO : Epoch 631 | loss: 0.0311892 | val_loss: 0.0311951 | Time: 1862.74 ms [2020-12-28 08:07:40 main:574] : INFO : Epoch 632 | loss: 0.0311894 | val_loss: 0.0311944 | Time: 1899.96 ms [2020-12-28 08:07:42 main:574] : INFO : Epoch 633 | loss: 0.0311902 | val_loss: 0.0311945 | Time: 1874.28 ms [2020-12-28 08:07:44 main:574] : INFO : Epoch 634 | loss: 0.0311897 | val_loss: 0.0311957 | Time: 1915.21 ms [2020-12-28 08:07:46 main:574] : INFO : Epoch 635 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 1863.12 ms [2020-12-28 08:07:48 main:574] : INFO : Epoch 636 | loss: 0.0311893 | val_loss: 0.031194 | Time: 1866.31 ms [2020-12-28 08:07:50 main:574] : INFO : Epoch 637 | loss: 0.0311891 | val_loss: 0.0311946 | Time: 1851.32 ms [2020-12-28 08:07:52 main:574] : INFO : Epoch 638 | loss: 0.0311888 | val_loss: 0.0311941 | Time: 1890.79 ms [2020-12-28 08:07:53 main:574] : INFO : Epoch 639 | loss: 0.0311889 | val_loss: 0.0311954 | Time: 1888.99 ms [2020-12-28 08:07:55 main:574] : INFO : Epoch 640 | loss: 0.0311898 | val_loss: 0.0311986 | Time: 1878.84 ms [2020-12-28 08:07:57 main:574] : INFO : Epoch 641 | loss: 0.031189 | val_loss: 0.0311943 | Time: 1882.53 ms [2020-12-28 08:07:59 main:574] : INFO : Epoch 642 | loss: 0.0311892 | val_loss: 0.031195 | Time: 1884.3 ms [2020-12-28 08:08:01 main:574] : INFO : Epoch 643 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 1887.19 ms [2020-12-28 08:08:03 main:574] : INFO : Epoch 644 | loss: 0.0311883 | val_loss: 0.0311943 | Time: 1862.84 ms [2020-12-28 08:08:05 main:574] : INFO : Epoch 645 | loss: 0.0311879 | val_loss: 0.0311951 | Time: 1860.9 ms [2020-12-28 08:08:07 main:574] : INFO : Epoch 646 | loss: 0.0311883 | val_loss: 0.0311976 | Time: 1903.92 ms [2020-12-28 08:08:09 main:574] : INFO : Epoch 647 | loss: 0.0311906 | val_loss: 0.0311937 | Time: 1937.66 ms [2020-12-28 08:08:11 main:574] : INFO : Epoch 648 | loss: 0.0311885 | val_loss: 0.0311935 | Time: 1869.67 ms [2020-12-28 08:08:12 main:574] : INFO : Epoch 649 | loss: 0.0311887 | val_loss: 0.0311945 | Time: 1888.82 ms [2020-12-28 08:08:14 main:574] : INFO : Epoch 650 | loss: 0.0311884 | val_loss: 0.031194 | Time: 1844.21 ms [2020-12-28 08:08:16 main:574] : INFO : Epoch 651 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1875.57 ms [2020-12-28 08:08:18 main:574] : INFO : Epoch 652 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 1882.7 ms [2020-12-28 08:08:20 main:574] : INFO : Epoch 653 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 1901.45 ms [2020-12-28 08:08:22 main:574] : INFO : Epoch 654 | loss: 0.0311886 | val_loss: 0.0311965 | Time: 1883.57 ms [2020-12-28 08:08:24 main:574] : INFO : Epoch 655 | loss: 0.031192 | val_loss: 0.0311934 | Time: 1875.86 ms [2020-12-28 08:08:26 main:574] : INFO : Epoch 656 | loss: 0.0311908 | val_loss: 0.0311987 | Time: 1870.43 ms [2020-12-28 08:08:27 main:574] : INFO : Epoch 657 | loss: 0.0311915 | val_loss: 0.0311943 | Time: 1885.34 ms [2020-12-28 08:08:29 main:574] : INFO : Epoch 658 | loss: 0.0311891 | val_loss: 0.0311937 | Time: 1870.36 ms [2020-12-28 08:08:31 main:574] : INFO : Epoch 659 | loss: 0.0311883 | val_loss: 0.0311938 | Time: 1847.95 ms [2020-12-28 08:08:33 main:574] : INFO : Epoch 660 | loss: 0.0311881 | val_loss: 0.0311929 | Time: 1882.03 ms [2020-12-28 08:08:35 main:574] : INFO : Epoch 661 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 1899.25 ms [2020-12-28 08:08:37 main:574] : INFO : Epoch 662 | loss: 0.0311881 | val_loss: 0.0311946 | Time: 1870.01 ms [2020-12-28 08:08:39 main:574] : INFO : Epoch 663 | loss: 0.0311888 | val_loss: 0.0311937 | Time: 1903.01 ms [2020-12-28 08:08:41 main:574] : INFO : Epoch 664 | loss: 0.0311884 | val_loss: 0.0311938 | Time: 1890.37 ms [2020-12-28 08:08:43 main:574] : INFO : Epoch 665 | loss: 0.0311879 | val_loss: 0.031196 | Time: 1888.63 ms [2020-12-28 08:08:44 main:574] : INFO : Epoch 666 | loss: 0.031188 | val_loss: 0.031193 | Time: 1882.36 ms [2020-12-28 08:08:46 main:574] : INFO : Epoch 667 | loss: 0.0311874 | val_loss: 0.0311956 | Time: 1847.64 ms [2020-12-28 08:08:48 main:574] : INFO : Epoch 668 | loss: 0.0311876 | val_loss: 0.031194 | Time: 1879.45 ms [2020-12-28 08:08:50 main:574] : INFO : Epoch 669 | loss: 0.031187 | val_loss: 0.031194 | Time: 1883.35 ms [2020-12-28 08:08:52 main:574] : INFO : Epoch 670 | loss: 0.0311869 | val_loss: 0.0311939 | Time: 1903.75 ms [2020-12-28 08:08:54 main:574] : INFO : Epoch 671 | loss: 0.0311867 | val_loss: 0.0311933 | Time: 1882.67 ms [2020-12-28 08:08:56 main:574] : INFO : Epoch 672 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 1904.37 ms [2020-12-28 08:08:58 main:574] : INFO : Epoch 673 | loss: 0.0311876 | val_loss: 0.0311946 | Time: 1871.6 ms [2020-12-28 08:09:00 main:574] : INFO : Epoch 674 | loss: 0.0311886 | val_loss: 0.0311943 | Time: 1880.97 ms [2020-12-28 08:09:01 main:574] : INFO : Epoch 675 | loss: 0.0311875 | val_loss: 0.0311931 | Time: 1840.57 ms [2020-12-28 08:09:03 main:574] : INFO : Epoch 676 | loss: 0.0311881 | val_loss: 0.0311936 | Time: 1871.41 ms [2020-12-28 08:09:05 main:574] : INFO : Epoch 677 | loss: 0.0311876 | val_loss: 0.0311926 | Time: 1892.65 ms [2020-12-28 08:09:07 main:574] : INFO : Epoch 678 | loss: 0.0311875 | val_loss: 0.0311933 | Time: 1891.29 ms [2020-12-28 08:09:09 main:574] : INFO : Epoch 679 | loss: 0.0311871 | val_loss: 0.0311962 | Time: 1859.08 ms [2020-12-28 08:09:11 main:574] : INFO : Epoch 680 | loss: 0.0311882 | val_loss: 0.0311967 | Time: 1857.91 ms [2020-12-28 08:09:13 main:574] : INFO : Epoch 681 | loss: 0.0311886 | val_loss: 0.0311933 | Time: 1886.96 ms [2020-12-28 08:09:15 main:574] : INFO : Epoch 682 | loss: 0.0311879 | val_loss: 0.0311948 | Time: 1869.42 ms [2020-12-28 08:09:17 main:574] : INFO : Epoch 683 | loss: 0.0311871 | val_loss: 0.0311923 | Time: 1858.63 ms [2020-12-28 08:09:18 main:574] : INFO : Epoch 684 | loss: 0.0311868 | val_loss: 0.0311912 | Time: 1883.08 ms [2020-12-28 08:09:20 main:574] : INFO : Epoch 685 | loss: 0.0311873 | val_loss: 0.0311924 | Time: 1893.45 ms [2020-12-28 08:09:22 main:574] : INFO : Epoch 686 | loss: 0.0311869 | val_loss: 0.0311942 | Time: 1891.07 ms [2020-12-28 08:09:24 main:574] : INFO : Epoch 687 | loss: 0.0311863 | val_loss: 0.0311914 | Time: 1856.28 ms [2020-12-28 08:09:26 main:574] : INFO : Epoch 688 | loss: 0.0311858 | val_loss: 0.0311923 | Time: 1886.43 ms [2020-12-28 08:09:28 main:574] : INFO : Epoch 689 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 1905.65 ms [2020-12-28 08:09:30 main:574] : INFO : Epoch 690 | loss: 0.0311879 | val_loss: 0.031194 | Time: 1871.68 ms [2020-12-28 08:09:32 main:574] : INFO : Epoch 691 | loss: 0.0311866 | val_loss: 0.0311933 | Time: 1873.48 ms [2020-12-28 08:09:34 main:574] : INFO : Epoch 692 | loss: 0.0311869 | val_loss: 0.0311921 | Time: 1931.29 ms [2020-12-28 08:09:36 main:574] : INFO : Epoch 693 | loss: 0.031188 | val_loss: 0.0311971 | Time: 1887.59 ms [2020-12-28 08:09:37 main:574] : INFO : Epoch 694 | loss: 0.0311917 | val_loss: 0.0311993 | Time: 1858.28 ms [2020-12-28 08:09:39 main:574] : INFO : Epoch 695 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1869.17 ms [2020-12-28 08:09:41 main:574] : INFO : Epoch 696 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1885.7 ms [2020-12-28 08:09:43 main:574] : INFO : Epoch 697 | loss: 0.031186 | val_loss: 0.0311928 | Time: 1894.27 ms [2020-12-28 08:09:45 main:574] : INFO : Epoch 698 | loss: 0.0311857 | val_loss: 0.0311923 | Time: 1876.8 ms [2020-12-28 08:09:47 main:574] : INFO : Epoch 699 | loss: 0.0311883 | val_loss: 0.0311979 | Time: 1896.72 ms [2020-12-28 08:09:49 main:574] : INFO : Epoch 700 | loss: 0.0311882 | val_loss: 0.0311915 | Time: 1877.25 ms [2020-12-28 08:09:51 main:574] : INFO : Epoch 701 | loss: 0.0311872 | val_loss: 0.0311951 | Time: 1868.49 ms [2020-12-28 08:09:53 main:574] : INFO : Epoch 702 | loss: 0.031188 | val_loss: 0.0311936 | Time: 1874.93 ms [2020-12-28 08:09:54 main:574] : INFO : Epoch 703 | loss: 0.0311882 | val_loss: 0.0311929 | Time: 1909.78 ms [2020-12-28 08:09:56 main:574] : INFO : Epoch 704 | loss: 0.0311867 | val_loss: 0.0311924 | Time: 1903.61 ms [2020-12-28 08:09:58 main:574] : INFO : Epoch 705 | loss: 0.0311866 | val_loss: 0.0311921 | Time: 1892.55 ms [2020-12-28 08:10:00 main:574] : INFO : Epoch 706 | loss: 0.0311858 | val_loss: 0.0311904 | Time: 1878 ms [2020-12-28 08:10:02 main:574] : INFO : Epoch 707 | loss: 0.031186 | val_loss: 0.0311939 | Time: 1878.43 ms [2020-12-28 08:10:04 main:574] : INFO : Epoch 708 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1867.65 ms [2020-12-28 08:10:06 main:574] : INFO : Epoch 709 | loss: 0.0311865 | val_loss: 0.0311921 | Time: 1877.19 ms [2020-12-28 08:10:08 main:574] : INFO : Epoch 710 | loss: 0.0311864 | val_loss: 0.0311938 | Time: 1907.23 ms [2020-12-28 08:10:10 main:574] : INFO : Epoch 711 | loss: 0.031187 | val_loss: 0.0311924 | Time: 1898.31 ms [2020-12-28 08:10:12 main:574] : INFO : Epoch 712 | loss: 0.0311876 | val_loss: 0.0311932 | Time: 1896.06 ms [2020-12-28 08:10:13 main:574] : INFO : Epoch 713 | loss: 0.0311879 | val_loss: 0.0311938 | Time: 1885.34 ms [2020-12-28 08:10:15 main:574] : INFO : Epoch 714 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 1880.18 ms [2020-12-28 08:10:17 main:574] : INFO : Epoch 715 | loss: 0.031187 | val_loss: 0.0311926 | Time: 1879.55 ms [2020-12-28 08:10:19 main:574] : INFO : Epoch 716 | loss: 0.0311869 | val_loss: 0.0311936 | Time: 1914.95 ms [2020-12-28 08:10:21 main:574] : INFO : Epoch 717 | loss: 0.0311878 | val_loss: 0.0311933 | Time: 1878.02 ms [2020-12-28 08:10:23 main:574] : INFO : Epoch 718 | loss: 0.031187 | val_loss: 0.0311942 | Time: 1886.78 ms [2020-12-28 08:10:25 main:574] : INFO : Epoch 719 | loss: 0.0311874 | val_loss: 0.0311944 | Time: 1909.65 ms [2020-12-28 08:10:27 main:574] : INFO : Epoch 720 | loss: 0.0311864 | val_loss: 0.0311925 | Time: 1924.76 ms [2020-12-28 08:10:29 main:574] : INFO : Epoch 721 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 1873.04 ms [2020-12-28 08:10:31 main:574] : INFO : Epoch 722 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 1880.05 ms [2020-12-28 08:10:32 main:574] : INFO : Epoch 723 | loss: 0.0311879 | val_loss: 0.0311924 | Time: 1882.95 ms [2020-12-28 08:10:34 main:574] : INFO : Epoch 724 | loss: 0.0311874 | val_loss: 0.0311925 | Time: 1885.15 ms [2020-12-28 08:10:36 main:574] : INFO : Epoch 725 | loss: 0.031187 | val_loss: 0.0311926 | Time: 1905.12 ms [2020-12-28 08:10:38 main:574] : INFO : Epoch 726 | loss: 0.031187 | val_loss: 0.031193 | Time: 1877.56 ms [2020-12-28 08:10:40 main:574] : INFO : Epoch 727 | loss: 0.0311869 | val_loss: 0.0311956 | Time: 1901.66 ms [2020-12-28 08:10:42 main:574] : INFO : Epoch 728 | loss: 0.0311865 | val_loss: 0.0311933 | Time: 1859.49 ms [2020-12-28 08:10:44 main:574] : INFO : Epoch 729 | loss: 0.0311875 | val_loss: 0.0311972 | Time: 1858.58 ms [2020-12-28 08:10:46 main:574] : INFO : Epoch 730 | loss: 0.0311872 | val_loss: 0.0311958 | Time: 1869.97 ms [2020-12-28 08:10:48 main:574] : INFO : Epoch 731 | loss: 0.0311882 | val_loss: 0.031195 | Time: 1888.12 ms [2020-12-28 08:10:49 main:574] : INFO : Epoch 732 | loss: 0.0311897 | val_loss: 0.0311975 | Time: 1905.4 ms [2020-12-28 08:10:51 main:574] : INFO : Epoch 733 | loss: 0.0311859 | val_loss: 0.0311939 | Time: 1883.78 ms [2020-12-28 08:10:53 main:574] : INFO : Epoch 734 | loss: 0.0311871 | val_loss: 0.0311941 | Time: 1871.37 ms [2020-12-28 08:10:55 main:574] : INFO : Epoch 735 | loss: 0.031186 | val_loss: 0.0311915 | Time: 1887.47 ms [2020-12-28 08:10:57 main:574] : INFO : Epoch 736 | loss: 0.0311851 | val_loss: 0.0311919 | Time: 1871.44 ms [2020-12-28 08:10:59 main:574] : INFO : Epoch 737 | loss: 0.0311855 | val_loss: 0.0311924 | Time: 1881.73 ms [2020-12-28 08:11:01 main:574] : INFO : Epoch 738 | loss: 0.0311878 | val_loss: 0.031191 | Time: 1897.24 ms [2020-12-28 08:11:03 main:574] : INFO : Epoch 739 | loss: 0.0311854 | val_loss: 0.0311904 | Time: 1902.18 ms [2020-12-28 08:11:05 main:574] : INFO : Epoch 740 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 1892.44 ms [2020-12-28 08:11:07 main:574] : INFO : Epoch 741 | loss: 0.0311854 | val_loss: 0.031192 | Time: 1879.99 ms [2020-12-28 08:11:08 main:574] : INFO : Epoch 742 | loss: 0.031187 | val_loss: 0.0311945 | Time: 1841.13 ms [2020-12-28 08:11:10 main:574] : INFO : Epoch 743 | loss: 0.0311866 | val_loss: 0.0311994 | Time: 1896.19 ms [2020-12-28 08:11:12 main:574] : INFO : Epoch 744 | loss: 0.0311862 | val_loss: 0.0311928 | Time: 1895.29 ms [2020-12-28 08:11:14 main:574] : INFO : Epoch 745 | loss: 0.0311896 | val_loss: 0.0311936 | Time: 1892.89 ms [2020-12-28 08:11:16 main:574] : INFO : Epoch 746 | loss: 0.0311903 | val_loss: 0.0311955 | Time: 1875.88 ms [2020-12-28 08:11:18 main:574] : INFO : Epoch 747 | loss: 0.0311869 | val_loss: 0.0311951 | Time: 1885.58 ms [2020-12-28 08:11:20 main:574] : INFO : Epoch 748 | loss: 0.0311853 | val_loss: 0.0311965 | Time: 1870.61 ms [2020-12-28 08:11:22 main:574] : INFO : Epoch 749 | loss: 0.0311848 | val_loss: 0.031194 | Time: 1878.33 ms [2020-12-28 08:11:24 main:574] : INFO : Epoch 750 | loss: 0.0311843 | val_loss: 0.0311961 | Time: 1874.89 ms [2020-12-28 08:11:25 main:574] : INFO : Epoch 751 | loss: 0.0311853 | val_loss: 0.0311967 | Time: 1906.43 ms [2020-12-28 08:11:27 main:574] : INFO : Epoch 752 | loss: 0.0311877 | val_loss: 0.0311929 | Time: 1861.52 ms [2020-12-28 08:11:29 main:574] : INFO : Epoch 753 | loss: 0.0311863 | val_loss: 0.0311941 | Time: 1902.5 ms [2020-12-28 08:11:31 main:574] : INFO : Epoch 754 | loss: 0.0311842 | val_loss: 0.0311918 | Time: 1867.43 ms [2020-12-28 08:11:33 main:574] : INFO : Epoch 755 | loss: 0.0311849 | val_loss: 0.031192 | Time: 1889.69 ms [2020-12-28 08:11:35 main:574] : INFO : Epoch 756 | loss: 0.0311887 | val_loss: 0.0311946 | Time: 1870.38 ms [2020-12-28 08:11:37 main:574] : INFO : Epoch 757 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 1867.1 ms [2020-12-28 08:11:39 main:574] : INFO : Epoch 758 | loss: 0.0311856 | val_loss: 0.0311932 | Time: 1860.39 ms [2020-12-28 08:11:41 main:574] : INFO : Epoch 759 | loss: 0.0311844 | val_loss: 0.0311933 | Time: 1896.69 ms [2020-12-28 08:11:42 main:574] : INFO : Epoch 760 | loss: 0.0311846 | val_loss: 0.031196 | Time: 1875.39 ms [2020-12-28 08:11:44 main:574] : INFO : Epoch 761 | loss: 0.0311845 | val_loss: 0.0311941 | Time: 1930.52 ms [2020-12-28 08:11:46 main:574] : INFO : Epoch 762 | loss: 0.0311842 | val_loss: 0.0311949 | Time: 1897.33 ms [2020-12-28 08:11:48 main:574] : INFO : Epoch 763 | loss: 0.0311839 | val_loss: 0.0311943 | Time: 1871.14 ms [2020-12-28 08:11:50 main:574] : INFO : Epoch 764 | loss: 0.0311836 | val_loss: 0.031193 | Time: 1864.01 ms [2020-12-28 08:11:52 main:574] : INFO : Epoch 765 | loss: 0.0311834 | val_loss: 0.0311926 | Time: 1879.13 ms [2020-12-28 08:11:54 main:574] : INFO : Epoch 766 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 1869.21 ms [2020-12-28 08:11:56 main:574] : INFO : Epoch 767 | loss: 0.0311842 | val_loss: 0.0311932 | Time: 1880.54 ms [2020-12-28 08:11:58 main:574] : INFO : Epoch 768 | loss: 0.0311847 | val_loss: 0.0311914 | Time: 1868.74 ms [2020-12-28 08:11:59 main:574] : INFO : Epoch 769 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 1908.79 ms [2020-12-28 08:12:01 main:574] : INFO : Epoch 770 | loss: 0.0311858 | val_loss: 0.031192 | Time: 1848.97 ms [2020-12-28 08:12:03 main:574] : INFO : Epoch 771 | loss: 0.0311858 | val_loss: 0.0311943 | Time: 1883.41 ms [2020-12-28 08:12:05 main:574] : INFO : Epoch 772 | loss: 0.0311839 | val_loss: 0.0311963 | Time: 1900.85 ms [2020-12-28 08:12:07 main:574] : INFO : Epoch 773 | loss: 0.031184 | val_loss: 0.0311916 | Time: 1882.63 ms [2020-12-28 08:12:09 main:574] : INFO : Epoch 774 | loss: 0.0311828 | val_loss: 0.0311913 | Time: 1884.43 ms [2020-12-28 08:12:11 main:574] : INFO : Epoch 775 | loss: 0.0311834 | val_loss: 0.0311917 | Time: 1889.33 ms [2020-12-28 08:12:13 main:574] : INFO : Epoch 776 | loss: 0.0311829 | val_loss: 0.0311923 | Time: 1868.06 ms [2020-12-28 08:12:15 main:574] : INFO : Epoch 777 | loss: 0.0311832 | val_loss: 0.0311924 | Time: 1879.58 ms [2020-12-28 08:12:16 main:574] : INFO : Epoch 778 | loss: 0.0311839 | val_loss: 0.031192 | Time: 1856.75 ms [2020-12-28 08:12:18 main:574] : INFO : Epoch 779 | loss: 0.031183 | val_loss: 0.0311912 | Time: 1877.01 ms [2020-12-28 08:12:20 main:574] : INFO : Epoch 780 | loss: 0.0311845 | val_loss: 0.0311914 | Time: 1873.45 ms [2020-12-28 08:12:22 main:574] : INFO : Epoch 781 | loss: 0.031184 | val_loss: 0.0311945 | Time: 1882.91 ms [2020-12-28 08:12:24 main:574] : INFO : Epoch 782 | loss: 0.031183 | val_loss: 0.0311976 | Time: 1913.44 ms [2020-12-28 08:12:26 main:574] : INFO : Epoch 783 | loss: 0.0311874 | val_loss: 0.0311949 | Time: 1876.9 ms [2020-12-28 08:12:28 main:574] : INFO : Epoch 784 | loss: 0.0311842 | val_loss: 0.0311931 | Time: 1869.21 ms [2020-12-28 08:12:30 main:574] : INFO : Epoch 785 | loss: 0.0311826 | val_loss: 0.0311948 | Time: 1866.54 ms [2020-12-28 08:12:31 main:574] : INFO : Epoch 786 | loss: 0.031184 | val_loss: 0.0311939 | Time: 1860.89 ms [2020-12-28 08:12:33 main:574] : INFO : Epoch 787 | loss: 0.0311838 | val_loss: 0.0311928 | Time: 1875.02 ms [2020-12-28 08:12:35 main:574] : INFO : Epoch 788 | loss: 0.0311832 | val_loss: 0.0311975 | Time: 1885.84 ms [2020-12-28 08:12:37 main:574] : INFO : Epoch 789 | loss: 0.0311827 | val_loss: 0.0311926 | Time: 1914.2 ms [2020-12-28 08:12:39 main:574] : INFO : Epoch 790 | loss: 0.031184 | val_loss: 0.0311991 | Time: 1895.06 ms [2020-12-28 08:12:41 main:574] : INFO : Epoch 791 | loss: 0.0311829 | val_loss: 0.0311952 | Time: 1888.6 ms [2020-12-28 08:12:43 main:574] : INFO : Epoch 792 | loss: 0.031184 | val_loss: 0.0311959 | Time: 1858.18 ms [2020-12-28 08:12:45 main:574] : INFO : Epoch 793 | loss: 0.0311857 | val_loss: 0.0311998 | Time: 1860.61 ms [2020-12-28 08:12:47 main:574] : INFO : Epoch 794 | loss: 0.0311845 | val_loss: 0.0311942 | Time: 1869.19 ms [2020-12-28 08:12:48 main:574] : INFO : Epoch 795 | loss: 0.031184 | val_loss: 0.0311943 | Time: 1868.43 ms [2020-12-28 08:12:50 main:574] : INFO : Epoch 796 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 1910.58 ms [2020-12-28 08:12:52 main:574] : INFO : Epoch 797 | loss: 0.0311885 | val_loss: 0.0311964 | Time: 1898.63 ms [2020-12-28 08:12:54 main:574] : INFO : Epoch 798 | loss: 0.0311913 | val_loss: 0.0311946 | Time: 1870.78 ms [2020-12-28 08:12:56 main:574] : INFO : Epoch 799 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 1887.92 ms [2020-12-28 08:12:58 main:574] : INFO : Epoch 800 | loss: 0.0311877 | val_loss: 0.031193 | Time: 1859.69 ms [2020-12-28 08:13:00 main:574] : INFO : Epoch 801 | loss: 0.031186 | val_loss: 0.0311933 | Time: 1877.89 ms [2020-12-28 08:13:02 main:574] : INFO : Epoch 802 | loss: 0.0311865 | val_loss: 0.0311945 | Time: 1896.52 ms [2020-12-28 08:13:04 main:574] : INFO : Epoch 803 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 1887.86 ms [2020-12-28 08:13:06 main:574] : INFO : Epoch 804 | loss: 0.0311848 | val_loss: 0.0311906 | Time: 1900.88 ms [2020-12-28 08:13:08 main:574] : INFO : Epoch 805 | loss: 0.0311845 | val_loss: 0.0311903 | Time: 1891.93 ms [2020-12-28 08:13:09 main:574] : INFO : Epoch 806 | loss: 0.0311862 | val_loss: 0.031191 | Time: 1873.05 ms [2020-12-28 08:13:11 main:574] : INFO : Epoch 807 | loss: 0.0311848 | val_loss: 0.03119 | Time: 1870.45 ms [2020-12-28 08:13:13 main:574] : INFO : Epoch 808 | loss: 0.0311885 | val_loss: 0.0311937 | Time: 1869.81 ms [2020-12-28 08:13:15 main:574] : INFO : Epoch 809 | loss: 0.0311891 | val_loss: 0.0311939 | Time: 1878.97 ms [2020-12-28 08:13:17 main:574] : INFO : Epoch 810 | loss: 0.0311877 | val_loss: 0.0311933 | Time: 1874.91 ms [2020-12-28 08:13:19 main:574] : INFO : Epoch 811 | loss: 0.0311859 | val_loss: 0.0311924 | Time: 1897.21 ms [2020-12-28 08:13:21 main:574] : INFO : Epoch 812 | loss: 0.0311843 | val_loss: 0.0311952 | Time: 1876.27 ms [2020-12-28 08:13:23 main:574] : INFO : Epoch 813 | loss: 0.0311872 | val_loss: 0.0311917 | Time: 1895.72 ms [2020-12-28 08:13:25 main:574] : INFO : Epoch 814 | loss: 0.0311845 | val_loss: 0.0311895 | Time: 1871.58 ms [2020-12-28 08:13:26 main:574] : INFO : Epoch 815 | loss: 0.0311859 | val_loss: 0.0311894 | Time: 1884.17 ms [2020-12-28 08:13:28 main:574] : INFO : Epoch 816 | loss: 0.0311858 | val_loss: 0.031191 | Time: 1885.09 ms [2020-12-28 08:13:30 main:574] : INFO : Epoch 817 | loss: 0.0311872 | val_loss: 0.0311974 | Time: 1922.14 ms [2020-12-28 08:13:32 main:574] : INFO : Epoch 818 | loss: 0.0311851 | val_loss: 0.0311901 | Time: 1864.33 ms [2020-12-28 08:13:34 main:574] : INFO : Epoch 819 | loss: 0.0311848 | val_loss: 0.0311921 | Time: 1876.31 ms [2020-12-28 08:13:36 main:574] : INFO : Epoch 820 | loss: 0.0311851 | val_loss: 0.0311928 | Time: 1875.08 ms [2020-12-28 08:13:38 main:574] : INFO : Epoch 821 | loss: 0.0311855 | val_loss: 0.0311915 | Time: 1889.78 ms [2020-12-28 08:13:40 main:574] : INFO : Epoch 822 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1891.24 ms [2020-12-28 08:13:42 main:574] : INFO : Epoch 823 | loss: 0.0311841 | val_loss: 0.0311919 | Time: 1892.51 ms [2020-12-28 08:13:44 main:574] : INFO : Epoch 824 | loss: 0.0311836 | val_loss: 0.0311919 | Time: 1906.38 ms [2020-12-28 08:13:45 main:574] : INFO : Epoch 825 | loss: 0.0311845 | val_loss: 0.0311994 | Time: 1869.9 ms [2020-12-28 08:13:47 main:574] : INFO : Epoch 826 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 1863.03 ms [2020-12-28 08:13:49 main:574] : INFO : Epoch 827 | loss: 0.0311823 | val_loss: 0.031191 | Time: 1879.49 ms [2020-12-28 08:13:51 main:574] : INFO : Epoch 828 | loss: 0.031182 | val_loss: 0.0311911 | Time: 1870.65 ms [2020-12-28 08:13:53 main:574] : INFO : Epoch 829 | loss: 0.0311821 | val_loss: 0.0311907 | Time: 1900.35 ms [2020-12-28 08:13:55 main:574] : INFO : Epoch 830 | loss: 0.0311834 | val_loss: 0.0311937 | Time: 1890.82 ms [2020-12-28 08:13:57 main:574] : INFO : Epoch 831 | loss: 0.0311831 | val_loss: 0.0311896 | Time: 1885.01 ms [2020-12-28 08:13:59 main:574] : INFO : Epoch 832 | loss: 0.0311823 | val_loss: 0.0311899 | Time: 1897.01 ms [2020-12-28 08:14:01 main:574] : INFO : Epoch 833 | loss: 0.0311809 | val_loss: 0.0311903 | Time: 1873.01 ms [2020-12-28 08:14:02 main:574] : INFO : Epoch 834 | loss: 0.0311819 | val_loss: 0.031197 | Time: 1899.52 ms [2020-12-28 08:14:04 main:574] : INFO : Epoch 835 | loss: 0.0311829 | val_loss: 0.0311904 | Time: 1899.24 ms [2020-12-28 08:14:06 main:574] : INFO : Epoch 836 | loss: 0.0311811 | val_loss: 0.03119 | Time: 1884.99 ms [2020-12-28 08:14:08 main:574] : INFO : Epoch 837 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1870.35 ms [2020-12-28 08:14:10 main:574] : INFO : Epoch 838 | loss: 0.0311842 | val_loss: 0.03119 | Time: 1895.64 ms [2020-12-28 08:14:12 main:574] : INFO : Epoch 839 | loss: 0.0311821 | val_loss: 0.0311891 | Time: 1894.45 ms [2020-12-28 08:14:14 main:574] : INFO : Epoch 840 | loss: 0.0311826 | val_loss: 0.0311916 | Time: 1894.13 ms [2020-12-28 08:14:16 main:574] : INFO : Epoch 841 | loss: 0.0311814 | val_loss: 0.0311905 | Time: 1859.84 ms [2020-12-28 08:14:18 main:574] : INFO : Epoch 842 | loss: 0.0311809 | val_loss: 0.0311896 | Time: 1897.08 ms [2020-12-28 08:14:20 main:574] : INFO : Epoch 843 | loss: 0.0311815 | val_loss: 0.031195 | Time: 1878.02 ms [2020-12-28 08:14:21 main:574] : INFO : Epoch 844 | loss: 0.0311819 | val_loss: 0.03119 | Time: 1891.8 ms [2020-12-28 08:14:23 main:574] : INFO : Epoch 845 | loss: 0.0311806 | val_loss: 0.0311941 | Time: 1853.23 ms [2020-12-28 08:14:25 main:574] : INFO : Epoch 846 | loss: 0.031187 | val_loss: 0.0311921 | Time: 1905.95 ms [2020-12-28 08:14:27 main:574] : INFO : Epoch 847 | loss: 0.0311838 | val_loss: 0.0311929 | Time: 1882.04 ms [2020-12-28 08:14:29 main:574] : INFO : Epoch 848 | loss: 0.0311828 | val_loss: 0.0311896 | Time: 1885.86 ms [2020-12-28 08:14:31 main:574] : INFO : Epoch 849 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 1887.36 ms [2020-12-28 08:14:33 main:574] : INFO : Epoch 850 | loss: 0.031181 | val_loss: 0.031189 | Time: 1889.72 ms [2020-12-28 08:14:35 main:574] : INFO : Epoch 851 | loss: 0.0311805 | val_loss: 0.0311903 | Time: 1884.27 ms [2020-12-28 08:14:37 main:574] : INFO : Epoch 852 | loss: 0.0311805 | val_loss: 0.0311911 | Time: 1873.05 ms [2020-12-28 08:14:38 main:574] : INFO : Epoch 853 | loss: 0.0311819 | val_loss: 0.0311894 | Time: 1879.69 ms [2020-12-28 08:14:40 main:574] : INFO : Epoch 854 | loss: 0.0311803 | val_loss: 0.0311906 | Time: 1869.4 ms [2020-12-28 08:14:42 main:574] : INFO : Epoch 855 | loss: 0.0311795 | val_loss: 0.0311893 | Time: 1880.68 ms [2020-12-28 08:14:44 main:574] : INFO : Epoch 856 | loss: 0.0311814 | val_loss: 0.0311985 | Time: 1883.55 ms [2020-12-28 08:14:46 main:574] : INFO : Epoch 857 | loss: 0.031182 | val_loss: 0.0311901 | Time: 1880.43 ms [2020-12-28 08:14:48 main:574] : INFO : Epoch 858 | loss: 0.0311812 | val_loss: 0.0311896 | Time: 1883.75 ms [2020-12-28 08:14:50 main:574] : INFO : Epoch 859 | loss: 0.0311834 | val_loss: 0.0311929 | Time: 1907.53 ms [2020-12-28 08:14:52 main:574] : INFO : Epoch 860 | loss: 0.0311823 | val_loss: 0.0311913 | Time: 1905.23 ms [2020-12-28 08:14:54 main:574] : INFO : Epoch 861 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 1876.42 ms [2020-12-28 08:14:56 main:574] : INFO : Epoch 862 | loss: 0.0311817 | val_loss: 0.031191 | Time: 1906.56 ms [2020-12-28 08:14:57 main:574] : INFO : Epoch 863 | loss: 0.0311805 | val_loss: 0.0311907 | Time: 1867.17 ms [2020-12-28 08:14:59 main:574] : INFO : Epoch 864 | loss: 0.0311794 | val_loss: 0.0311897 | Time: 1862.99 ms [2020-12-28 08:15:01 main:574] : INFO : Epoch 865 | loss: 0.0311805 | val_loss: 0.0311919 | Time: 1891.4 ms [2020-12-28 08:15:03 main:574] : INFO : Epoch 866 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 1904.99 ms [2020-12-28 08:15:05 main:574] : INFO : Epoch 867 | loss: 0.0311826 | val_loss: 0.0311913 | Time: 1930.74 ms [2020-12-28 08:15:07 main:574] : INFO : Epoch 868 | loss: 0.0311815 | val_loss: 0.0311931 | Time: 1899.81 ms [2020-12-28 08:15:09 main:574] : INFO : Epoch 869 | loss: 0.0311822 | val_loss: 0.0311935 | Time: 1867.57 ms [2020-12-28 08:15:11 main:574] : INFO : Epoch 870 | loss: 0.0311826 | val_loss: 0.0311932 | Time: 1875.75 ms [2020-12-28 08:15:13 main:574] : INFO : Epoch 871 | loss: 0.0311833 | val_loss: 0.0311958 | Time: 1849.26 ms [2020-12-28 08:15:15 main:574] : INFO : Epoch 872 | loss: 0.0311823 | val_loss: 0.0311973 | Time: 1918.32 ms [2020-12-28 08:15:16 main:574] : INFO : Epoch 873 | loss: 0.0311841 | val_loss: 0.0311915 | Time: 1915.26 ms [2020-12-28 08:15:18 main:574] : INFO : Epoch 874 | loss: 0.0311823 | val_loss: 0.0311922 | Time: 1893.37 ms [2020-12-28 08:15:20 main:574] : INFO : Epoch 875 | loss: 0.0311814 | val_loss: 0.0311919 | Time: 1868.45 ms [2020-12-28 08:15:22 main:574] : INFO : Epoch 876 | loss: 0.031181 | val_loss: 0.0311923 | Time: 1863.63 ms [2020-12-28 08:15:24 main:574] : INFO : Epoch 877 | loss: 0.0311818 | val_loss: 0.0311939 | Time: 1864.43 ms [2020-12-28 08:15:26 main:574] : INFO : Epoch 878 | loss: 0.0311837 | val_loss: 0.0311927 | Time: 1886.14 ms [2020-12-28 08:15:28 main:574] : INFO : Epoch 879 | loss: 0.0311828 | val_loss: 0.0311941 | Time: 1851.5 ms [2020-12-28 08:15:30 main:574] : INFO : Epoch 880 | loss: 0.0311817 | val_loss: 0.0311924 | Time: 1911.34 ms [2020-12-28 08:15:32 main:574] : INFO : Epoch 881 | loss: 0.0311811 | val_loss: 0.031194 | Time: 1884.33 ms [2020-12-28 08:15:33 main:574] : INFO : Epoch 882 | loss: 0.0311805 | val_loss: 0.0311933 | Time: 1897.52 ms [2020-12-28 08:15:35 main:574] : INFO : Epoch 883 | loss: 0.0311803 | val_loss: 0.0311952 | Time: 1868.76 ms [2020-12-28 08:15:37 main:574] : INFO : Epoch 884 | loss: 0.0311821 | val_loss: 0.0311952 | Time: 1882.07 ms [2020-12-28 08:15:39 main:574] : INFO : Epoch 885 | loss: 0.0311815 | val_loss: 0.031191 | Time: 1883.62 ms [2020-12-28 08:15:41 main:574] : INFO : Epoch 886 | loss: 0.0311812 | val_loss: 0.0311932 | Time: 1896.73 ms [2020-12-28 08:15:43 main:574] : INFO : Epoch 887 | loss: 0.0311824 | val_loss: 0.0311923 | Time: 1871.41 ms [2020-12-28 08:15:45 main:574] : INFO : Epoch 888 | loss: 0.0311829 | val_loss: 0.0311963 | Time: 1888.97 ms [2020-12-28 08:15:47 main:574] : INFO : Epoch 889 | loss: 0.0311817 | val_loss: 0.0311911 | Time: 1904.93 ms [2020-12-28 08:15:49 main:574] : INFO : Epoch 890 | loss: 0.0311808 | val_loss: 0.0311944 | Time: 1883.24 ms [2020-12-28 08:15:50 main:574] : INFO : Epoch 891 | loss: 0.0311827 | val_loss: 0.0311937 | Time: 1892.94 ms [2020-12-28 08:15:52 main:574] : INFO : Epoch 892 | loss: 0.031181 | val_loss: 0.0311922 | Time: 1869.32 ms [2020-12-28 08:15:54 main:574] : INFO : Epoch 893 | loss: 0.0311793 | val_loss: 0.0311944 | Time: 1871.17 ms [2020-12-28 08:15:56 main:574] : INFO : Epoch 894 | loss: 0.0311806 | val_loss: 0.0311921 | Time: 1902.89 ms [2020-12-28 08:15:58 main:574] : INFO : Epoch 895 | loss: 0.03118 | val_loss: 0.0311927 | Time: 1867.79 ms [2020-12-28 08:16:00 main:574] : INFO : Epoch 896 | loss: 0.0311808 | val_loss: 0.0311935 | Time: 1880.99 ms [2020-12-28 08:16:02 main:574] : INFO : Epoch 897 | loss: 0.0311796 | val_loss: 0.0311915 | Time: 1876.58 ms [2020-12-28 08:16:04 main:574] : INFO : Epoch 898 | loss: 0.031179 | val_loss: 0.0311926 | Time: 1917.03 ms [2020-12-28 08:16:06 main:574] : INFO : Epoch 899 | loss: 0.0311785 | val_loss: 0.0311917 | Time: 1852.61 ms [2020-12-28 08:16:07 main:574] : INFO : Epoch 900 | loss: 0.0311797 | val_loss: 0.0311921 | Time: 1866.51 ms [2020-12-28 08:16:09 main:574] : INFO : Epoch 901 | loss: 0.0311793 | val_loss: 0.0311967 | Time: 1881.45 ms [2020-12-28 08:16:11 main:574] : INFO : Epoch 902 | loss: 0.0311809 | val_loss: 0.0311936 | Time: 1856.26 ms [2020-12-28 08:16:13 main:574] : INFO : Epoch 903 | loss: 0.0311791 | val_loss: 0.031194 | Time: 1863.76 ms [2020-12-28 08:16:15 main:574] : INFO : Epoch 904 | loss: 0.0311813 | val_loss: 0.0311973 | Time: 1881.32 ms [2020-12-28 08:16:17 main:574] : INFO : Epoch 905 | loss: 0.0311826 | val_loss: 0.0311933 | Time: 1863.35 ms [2020-12-28 08:16:19 main:574] : INFO : Epoch 906 | loss: 0.0311799 | val_loss: 0.0311935 | Time: 1891.35 ms [2020-12-28 08:16:21 main:574] : INFO : Epoch 907 | loss: 0.0311789 | val_loss: 0.031193 | Time: 1865.75 ms [2020-12-28 08:16:23 main:574] : INFO : Epoch 908 | loss: 0.0311786 | val_loss: 0.0311928 | Time: 1896.84 ms [2020-12-28 08:16:24 main:574] : INFO : Epoch 909 | loss: 0.0311791 | val_loss: 0.0311939 | Time: 1885.19 ms [2020-12-28 08:16:26 main:574] : INFO : Epoch 910 | loss: 0.031179 | val_loss: 0.0311931 | Time: 1868.57 ms [2020-12-28 08:16:28 main:574] : INFO : Epoch 911 | loss: 0.0311802 | val_loss: 0.0311901 | Time: 1878.18 ms [2020-12-28 08:16:30 main:574] : INFO : Epoch 912 | loss: 0.0311798 | val_loss: 0.0311939 | Time: 1873.96 ms [2020-12-28 08:16:32 main:574] : INFO : Epoch 913 | loss: 0.0311817 | val_loss: 0.031196 | Time: 1893.26 ms [2020-12-28 08:16:34 main:574] : INFO : Epoch 914 | loss: 0.0311793 | val_loss: 0.0311925 | Time: 1864.41 ms [2020-12-28 08:16:36 main:574] : INFO : Epoch 915 | loss: 0.0311788 | val_loss: 0.0311931 | Time: 1881.23 ms [2020-12-28 08:16:38 main:574] : INFO : Epoch 916 | loss: 0.0311813 | val_loss: 0.0311955 | Time: 1909.03 ms [2020-12-28 08:16:40 main:574] : INFO : Epoch 917 | loss: 0.0311801 | val_loss: 0.0311921 | Time: 1889.78 ms [2020-12-28 08:16:41 main:574] : INFO : Epoch 918 | loss: 0.0311784 | val_loss: 0.031193 | Time: 1882.19 ms [2020-12-28 08:16:43 main:574] : INFO : Epoch 919 | loss: 0.0311785 | val_loss: 0.031193 | Time: 1893.3 ms [2020-12-28 08:16:45 main:574] : INFO : Epoch 920 | loss: 0.0311785 | val_loss: 0.0311919 | Time: 1886.69 ms [2020-12-28 08:16:47 main:574] : INFO : Epoch 921 | loss: 0.0311786 | val_loss: 0.0311923 | Time: 1877.16 ms [2020-12-28 08:16:49 main:574] : INFO : Epoch 922 | loss: 0.0311785 | val_loss: 0.0311909 | Time: 1876.83 ms [2020-12-28 08:16:51 main:574] : INFO : Epoch 923 | loss: 0.0311781 | val_loss: 0.0311929 | Time: 1878.66 ms [2020-12-28 08:16:53 main:574] : INFO : Epoch 924 | loss: 0.0311811 | val_loss: 0.0311933 | Time: 1885.8 ms [2020-12-28 08:16:55 main:574] : INFO : Epoch 925 | loss: 0.031179 | val_loss: 0.0311917 | Time: 1870.5 ms [2020-12-28 08:16:57 main:574] : INFO : Epoch 926 | loss: 0.0311801 | val_loss: 0.0311928 | Time: 1894.06 ms [2020-12-28 08:16:58 main:574] : INFO : Epoch 927 | loss: 0.0311804 | val_loss: 0.0311918 | Time: 1875.64 ms [2020-12-28 08:17:00 main:574] : INFO : Epoch 928 | loss: 0.0311799 | val_loss: 0.031192 | Time: 1898.6 ms [2020-12-28 08:17:02 main:574] : INFO : Epoch 929 | loss: 0.0311811 | val_loss: 0.0311999 | Time: 1871.52 ms [2020-12-28 08:17:04 main:574] : INFO : Epoch 930 | loss: 0.0311851 | val_loss: 0.0312048 | Time: 1912.56 ms [2020-12-28 08:17:06 main:574] : INFO : Epoch 931 | loss: 0.0311835 | val_loss: 0.031195 | Time: 1893.47 ms [2020-12-28 08:17:08 main:574] : INFO : Epoch 932 | loss: 0.0311852 | val_loss: 0.0311931 | Time: 1901.65 ms [2020-12-28 08:17:10 main:574] : INFO : Epoch 933 | loss: 0.0311853 | val_loss: 0.031193 | Time: 1885.8 ms [2020-12-28 08:17:12 main:574] : INFO : Epoch 934 | loss: 0.0311818 | val_loss: 0.0311931 | Time: 1879.02 ms [2020-12-28 08:17:14 main:574] : INFO : Epoch 935 | loss: 0.0311813 | val_loss: 0.0311934 | Time: 1874.55 ms [2020-12-28 08:17:16 main:574] : INFO : Epoch 936 | loss: 0.0311807 | val_loss: 0.031193 | Time: 1907.03 ms [2020-12-28 08:17:17 main:574] : INFO : Epoch 937 | loss: 0.0311836 | val_loss: 0.0311928 | Time: 1890.15 ms [2020-12-28 08:17:19 main:574] : INFO : Epoch 938 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 1881.13 ms [2020-12-28 08:17:21 main:574] : INFO : Epoch 939 | loss: 0.031183 | val_loss: 0.0311941 | Time: 1867.74 ms [2020-12-28 08:17:23 main:574] : INFO : Epoch 940 | loss: 0.0311814 | val_loss: 0.0311935 | Time: 1899.23 ms [2020-12-28 08:17:25 main:574] : INFO : Epoch 941 | loss: 0.0311832 | val_loss: 0.0311934 | Time: 1875.99 ms [2020-12-28 08:17:27 main:574] : INFO : Epoch 942 | loss: 0.0311831 | val_loss: 0.0311919 | Time: 1864.41 ms [2020-12-28 08:17:29 main:574] : INFO : Epoch 943 | loss: 0.0311834 | val_loss: 0.0311924 | Time: 1909.89 ms [2020-12-28 08:17:31 main:574] : INFO : Epoch 944 | loss: 0.0311852 | val_loss: 0.0311919 | Time: 1922.24 ms [2020-12-28 08:17:33 main:574] : INFO : Epoch 945 | loss: 0.0311823 | val_loss: 0.031192 | Time: 1879.22 ms [2020-12-28 08:17:35 main:574] : INFO : Epoch 946 | loss: 0.031181 | val_loss: 0.0311929 | Time: 1890.35 ms [2020-12-28 08:17:36 main:574] : INFO : Epoch 947 | loss: 0.0311831 | val_loss: 0.0311922 | Time: 1885.95 ms [2020-12-28 08:17:38 main:574] : INFO : Epoch 948 | loss: 0.0311841 | val_loss: 0.0311967 | Time: 1850.52 ms [2020-12-28 08:17:40 main:574] : INFO : Epoch 949 | loss: 0.0311851 | val_loss: 0.0312011 | Time: 1835.72 ms [2020-12-28 08:17:42 main:574] : INFO : Epoch 950 | loss: 0.0311856 | val_loss: 0.0311947 | Time: 1917.04 ms [2020-12-28 08:17:44 main:574] : INFO : Epoch 951 | loss: 0.0311862 | val_loss: 0.0311926 | Time: 1900.23 ms [2020-12-28 08:17:46 main:574] : INFO : Epoch 952 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 1897.46 ms [2020-12-28 08:17:48 main:574] : INFO : Epoch 953 | loss: 0.031184 | val_loss: 0.0311911 | Time: 1871.52 ms [2020-12-28 08:17:50 main:574] : INFO : Epoch 954 | loss: 0.0311834 | val_loss: 0.0311959 | Time: 1888.7 ms [2020-12-28 08:17:52 main:574] : INFO : Epoch 955 | loss: 0.0311851 | val_loss: 0.0311951 | Time: 1874.97 ms [2020-12-28 08:17:53 main:574] : INFO : Epoch 956 | loss: 0.0311833 | val_loss: 0.0311912 | Time: 1882.66 ms [2020-12-28 08:17:55 main:574] : INFO : Epoch 957 | loss: 0.0311854 | val_loss: 0.0311958 | Time: 1876.08 ms [2020-12-28 08:17:57 main:574] : INFO : Epoch 958 | loss: 0.0311846 | val_loss: 0.0311916 | Time: 1932.83 ms [2020-12-28 08:17:59 main:574] : INFO : Epoch 959 | loss: 0.0311837 | val_loss: 0.0311926 | Time: 1858.2 ms [2020-12-28 08:18:01 main:574] : INFO : Epoch 960 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 1902.85 ms [2020-12-28 08:18:03 main:574] : INFO : Epoch 961 | loss: 0.031185 | val_loss: 0.031194 | Time: 1853.73 ms [2020-12-28 08:18:05 main:574] : INFO : Epoch 962 | loss: 0.0311843 | val_loss: 0.031193 | Time: 1893.68 ms [2020-12-28 08:18:07 main:574] : INFO : Epoch 963 | loss: 0.0311828 | val_loss: 0.0311914 | Time: 1868.79 ms [2020-12-28 08:18:09 main:574] : INFO : Epoch 964 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 1880.36 ms [2020-12-28 08:18:11 main:574] : INFO : Epoch 965 | loss: 0.0311845 | val_loss: 0.0311924 | Time: 1887.84 ms [2020-12-28 08:18:12 main:574] : INFO : Epoch 966 | loss: 0.0311837 | val_loss: 0.0311913 | Time: 1875.83 ms [2020-12-28 08:18:14 main:574] : INFO : Epoch 967 | loss: 0.0311828 | val_loss: 0.0311902 | Time: 1860.62 ms [2020-12-28 08:18:16 main:574] : INFO : Epoch 968 | loss: 0.0311828 | val_loss: 0.0311955 | Time: 1893.44 ms [2020-12-28 08:18:18 main:574] : INFO : Epoch 969 | loss: 0.0311869 | val_loss: 0.0311952 | Time: 1896.61 ms [2020-12-28 08:18:20 main:574] : INFO : Epoch 970 | loss: 0.0311859 | val_loss: 0.0312 | Time: 1878.03 ms [2020-12-28 08:18:22 main:574] : INFO : Epoch 971 | loss: 0.0311871 | val_loss: 0.0311943 | Time: 1895.59 ms [2020-12-28 08:18:24 main:574] : INFO : Epoch 972 | loss: 0.0311851 | val_loss: 0.0311928 | Time: 1888.94 ms [2020-12-28 08:18:26 main:574] : INFO : Epoch 973 | loss: 0.0311853 | val_loss: 0.0311936 | Time: 1881.35 ms [2020-12-28 08:18:28 main:574] : INFO : Epoch 974 | loss: 0.0311844 | val_loss: 0.0311945 | Time: 1886.57 ms [2020-12-28 08:18:29 main:574] : INFO : Epoch 975 | loss: 0.0311855 | val_loss: 0.031197 | Time: 1882.91 ms [2020-12-28 08:18:31 main:574] : INFO : Epoch 976 | loss: 0.0311863 | val_loss: 0.0311922 | Time: 1903.59 ms [2020-12-28 08:18:33 main:574] : INFO : Epoch 977 | loss: 0.0311845 | val_loss: 0.031192 | Time: 1878.1 ms [2020-12-28 08:18:35 main:574] : INFO : Epoch 978 | loss: 0.0311848 | val_loss: 0.0312011 | Time: 1911.64 ms [2020-12-28 08:18:37 main:574] : INFO : Epoch 979 | loss: 0.0311871 | val_loss: 0.0312033 | Time: 1900.78 ms [2020-12-28 08:18:39 main:574] : INFO : Epoch 980 | loss: 0.0311864 | val_loss: 0.0311918 | Time: 1864.86 ms [2020-12-28 08:18:41 main:574] : INFO : Epoch 981 | loss: 0.0311839 | val_loss: 0.0311921 | Time: 1889.13 ms [2020-12-28 08:18:43 main:574] : INFO : Epoch 982 | loss: 0.0311846 | val_loss: 0.0311927 | Time: 1911.23 ms [2020-12-28 08:18:45 main:574] : INFO : Epoch 983 | loss: 0.0311859 | val_loss: 0.0311995 | Time: 1864.09 ms [2020-12-28 08:18:47 main:574] : INFO : Epoch 984 | loss: 0.0311867 | val_loss: 0.0311989 | Time: 1891.86 ms [2020-12-28 08:18:48 main:574] : INFO : Epoch 985 | loss: 0.0311876 | val_loss: 0.0312014 | Time: 1871.21 ms [2020-12-28 08:18:50 main:574] : INFO : Epoch 986 | loss: 0.0311873 | val_loss: 0.0311933 | Time: 1878.37 ms [2020-12-28 08:18:52 main:574] : INFO : Epoch 987 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1884.83 ms [2020-12-28 08:18:54 main:574] : INFO : Epoch 988 | loss: 0.0311872 | val_loss: 0.0311919 | Time: 1899.22 ms [2020-12-28 08:18:56 main:574] : INFO : Epoch 989 | loss: 0.0311911 | val_loss: 0.0311989 | Time: 1911.96 ms [2020-12-28 08:18:58 main:574] : INFO : Epoch 990 | loss: 0.0311889 | val_loss: 0.031193 | Time: 1877.46 ms [2020-12-28 08:19:00 main:574] : INFO : Epoch 991 | loss: 0.0311861 | val_loss: 0.0311925 | Time: 1847.01 ms [2020-12-28 08:19:02 main:574] : INFO : Epoch 992 | loss: 0.0311854 | val_loss: 0.0311915 | Time: 1897.13 ms [2020-12-28 08:19:04 main:574] : INFO : Epoch 993 | loss: 0.0311839 | val_loss: 0.0311929 | Time: 1893.7 ms [2020-12-28 08:19:05 main:574] : INFO : Epoch 994 | loss: 0.0311865 | val_loss: 0.0311932 | Time: 1874.57 ms [2020-12-28 08:19:07 main:574] : INFO : Epoch 995 | loss: 0.0311854 | val_loss: 0.0311931 | Time: 1867.05 ms [2020-12-28 08:19:09 main:574] : INFO : Epoch 996 | loss: 0.0311842 | val_loss: 0.0311933 | Time: 1878.74 ms [2020-12-28 08:19:11 main:574] : INFO : Epoch 997 | loss: 0.0311837 | val_loss: 0.0311937 | Time: 1863.9 ms [2020-12-28 08:19:13 main:574] : INFO : Epoch 998 | loss: 0.031185 | val_loss: 0.0311963 | Time: 1868.87 ms [2020-12-28 08:19:15 main:574] : INFO : Epoch 999 | loss: 0.0311863 | val_loss: 0.0311909 | Time: 1845.73 ms [2020-12-28 08:19:17 main:574] : INFO : Epoch 1000 | loss: 0.0311855 | val_loss: 0.0311918 | Time: 1923.87 ms [2020-12-28 08:19:19 main:574] : INFO : Epoch 1001 | loss: 0.0311857 | val_loss: 0.0311942 | Time: 1872.36 ms [2020-12-28 08:19:21 main:574] : INFO : Epoch 1002 | loss: 0.0311848 | val_loss: 0.0311934 | Time: 1913.54 ms [2020-12-28 08:19:22 main:574] : INFO : Epoch 1003 | loss: 0.0311842 | val_loss: 0.031193 | Time: 1874.19 ms [2020-12-28 08:19:24 main:574] : INFO : Epoch 1004 | loss: 0.0311843 | val_loss: 0.0311946 | Time: 1871.49 ms [2020-12-28 08:19:26 main:574] : INFO : Epoch 1005 | loss: 0.0311843 | val_loss: 0.0311952 | Time: 1873.37 ms [2020-12-28 08:19:28 main:574] : INFO : Epoch 1006 | loss: 0.0311837 | val_loss: 0.0311926 | Time: 1894.3 ms [2020-12-28 08:19:30 main:574] : INFO : Epoch 1007 | loss: 0.0311828 | val_loss: 0.0311931 | Time: 1844.26 ms [2020-12-28 08:19:32 main:574] : INFO : Epoch 1008 | loss: 0.0311825 | val_loss: 0.0311908 | Time: 1872.94 ms [2020-12-28 08:19:34 main:574] : INFO : Epoch 1009 | loss: 0.031183 | val_loss: 0.0311923 | Time: 1867.75 ms [2020-12-28 08:19:36 main:574] : INFO : Epoch 1010 | loss: 0.0311819 | val_loss: 0.031192 | Time: 1913.4 ms [2020-12-28 08:19:37 main:574] : INFO : Epoch 1011 | loss: 0.0311827 | val_loss: 0.0311968 | Time: 1864.01 ms [2020-12-28 08:19:39 main:574] : INFO : Epoch 1012 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1841.09 ms [2020-12-28 08:19:41 main:574] : INFO : Epoch 1013 | loss: 0.0311848 | val_loss: 0.0311922 | Time: 1879.41 ms [2020-12-28 08:19:43 main:574] : INFO : Epoch 1014 | loss: 0.0311831 | val_loss: 0.0311914 | Time: 1885.18 ms [2020-12-28 08:19:45 main:574] : INFO : Epoch 1015 | loss: 0.0311826 | val_loss: 0.0311927 | Time: 1875.57 ms [2020-12-28 08:19:47 main:574] : INFO : Epoch 1016 | loss: 0.0311838 | val_loss: 0.031192 | Time: 1876.92 ms [2020-12-28 08:19:49 main:574] : INFO : Epoch 1017 | loss: 0.0311829 | val_loss: 0.0311986 | Time: 1887.22 ms [2020-12-28 08:19:51 main:574] : INFO : Epoch 1018 | loss: 0.0311822 | val_loss: 0.031191 | Time: 1868.01 ms [2020-12-28 08:19:53 main:574] : INFO : Epoch 1019 | loss: 0.0311803 | val_loss: 0.0311917 | Time: 1866.63 ms [2020-12-28 08:19:54 main:574] : INFO : Epoch 1020 | loss: 0.0311803 | val_loss: 0.0311921 | Time: 1864.66 ms [2020-12-28 08:19:56 main:574] : INFO : Epoch 1021 | loss: 0.0311808 | val_loss: 0.0311922 | Time: 1884.96 ms [2020-12-28 08:19:58 main:574] : INFO : Epoch 1022 | loss: 0.0311804 | val_loss: 0.0311932 | Time: 1866.31 ms [2020-12-28 08:20:00 main:574] : INFO : Epoch 1023 | loss: 0.0311804 | val_loss: 0.0311948 | Time: 1874.29 ms [2020-12-28 08:20:02 main:574] : INFO : Epoch 1024 | loss: 0.0311806 | val_loss: 0.0311942 | Time: 1869.6 ms [2020-12-28 08:20:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311942 [2020-12-28 08:20:02 main:603] : INFO : Saving end state to config to file [2020-12-28 08:20:02 main:608] : INFO : Success, exiting.. 08:20:02 (4468): 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)