Task 3436812
| Name | ParityMachine-1605152128-26498-10_0 |
| Workunit | 1678680 |
| Created | 27 Dec 2020, 10:23:43 UTC |
| Sent | 28 Dec 2020, 17:10:51 UTC |
| Report deadline | 4 Jan 2021, 17:10:51 UTC |
| Received | 30 Dec 2020, 11:36:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 5 sec |
| CPU time | 31 min 29 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 | 1.53 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> och 514 | loss: 0.0311866 | val_loss: 0.0311946 | Time: 1859.53 ms [2020-12-30 12:20:04 main:574] : INFO : Epoch 515 | loss: 0.0311881 | val_loss: 0.0311901 | Time: 1921.98 ms [2020-12-30 12:20:06 main:574] : INFO : Epoch 516 | loss: 0.0311855 | val_loss: 0.0311888 | Time: 1847.38 ms [2020-12-30 12:20:07 main:574] : INFO : Epoch 517 | loss: 0.0311843 | val_loss: 0.0311894 | Time: 1854.73 ms [2020-12-30 12:20:09 main:574] : INFO : Epoch 518 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 1862.52 ms [2020-12-30 12:20:11 main:574] : INFO : Epoch 519 | loss: 0.0311852 | val_loss: 0.0311881 | Time: 1841.68 ms [2020-12-30 12:20:13 main:574] : INFO : Epoch 520 | loss: 0.0311853 | val_loss: 0.0311896 | Time: 1833.88 ms [2020-12-30 12:20:15 main:574] : INFO : Epoch 521 | loss: 0.0311848 | val_loss: 0.0311887 | Time: 1849.31 ms [2020-12-30 12:20:17 main:574] : INFO : Epoch 522 | loss: 0.0311848 | val_loss: 0.0311881 | Time: 1860.92 ms [2020-12-30 12:20:19 main:574] : INFO : Epoch 523 | loss: 0.0311849 | val_loss: 0.0311886 | Time: 1878.25 ms [2020-12-30 12:20:21 main:574] : INFO : Epoch 524 | loss: 0.031185 | val_loss: 0.0311898 | Time: 1874.57 ms [2020-12-30 12:20:22 main:574] : INFO : Epoch 525 | loss: 0.0311868 | val_loss: 0.0311889 | Time: 1824.68 ms [2020-12-30 12:20:24 main:574] : INFO : Epoch 526 | loss: 0.0311871 | val_loss: 0.0311895 | Time: 1853.24 ms [2020-12-30 12:20:26 main:574] : INFO : Epoch 527 | loss: 0.031189 | val_loss: 0.0311896 | Time: 1854.27 ms [2020-12-30 12:20:28 main:574] : INFO : Epoch 528 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 1842.98 ms [2020-12-30 12:20:30 main:574] : INFO : Epoch 529 | loss: 0.0311885 | val_loss: 0.0311894 | Time: 1831.59 ms [2020-12-30 12:20:32 main:574] : INFO : Epoch 530 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 1841.84 ms [2020-12-30 12:20:34 main:574] : INFO : Epoch 531 | loss: 0.0311869 | val_loss: 0.0311888 | Time: 1844.83 ms [2020-12-30 12:20:35 main:574] : INFO : Epoch 532 | loss: 0.0311851 | val_loss: 0.0311889 | Time: 1847.15 ms [2020-12-30 12:20:37 main:574] : INFO : Epoch 533 | loss: 0.0311849 | val_loss: 0.0311893 | Time: 1829.49 ms [2020-12-30 12:20:39 main:574] : INFO : Epoch 534 | loss: 0.0311858 | val_loss: 0.0311894 | Time: 1867.97 ms [2020-12-30 12:20:41 main:574] : INFO : Epoch 535 | loss: 0.0311847 | val_loss: 0.031189 | Time: 1853.75 ms [2020-12-30 12:20:43 main:574] : INFO : Epoch 536 | loss: 0.0311864 | val_loss: 0.0311915 | Time: 1876.51 ms [2020-12-30 12:20:45 main:574] : INFO : Epoch 537 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 1861 ms [2020-12-30 12:20:47 main:574] : INFO : Epoch 538 | loss: 0.0311844 | val_loss: 0.0311883 | Time: 1844.14 ms [2020-12-30 12:20:48 main:574] : INFO : Epoch 539 | loss: 0.0311843 | val_loss: 0.0311888 | Time: 1863.89 ms [2020-12-30 12:20:50 main:574] : INFO : Epoch 540 | loss: 0.0311846 | val_loss: 0.0311886 | Time: 1847.06 ms [2020-12-30 12:20:52 main:574] : INFO : Epoch 541 | loss: 0.0311845 | val_loss: 0.0311886 | Time: 1846.05 ms [2020-12-30 12:20:54 main:574] : INFO : Epoch 542 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 1859.05 ms [2020-12-30 12:20:56 main:574] : INFO : Epoch 543 | loss: 0.0311836 | val_loss: 0.0311888 | Time: 1880.38 ms [2020-12-30 12:20:58 main:574] : INFO : Epoch 544 | loss: 0.0311841 | val_loss: 0.0311953 | Time: 1844.24 ms [2020-12-30 12:21:00 main:574] : INFO : Epoch 545 | loss: 0.0311864 | val_loss: 0.0311903 | Time: 1860.42 ms [2020-12-30 12:21:02 main:574] : INFO : Epoch 546 | loss: 0.0311854 | val_loss: 0.0311917 | Time: 1838.8 ms [2020-12-30 12:21:03 main:574] : INFO : Epoch 547 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 1879.02 ms [2020-12-30 12:21:05 main:574] : INFO : Epoch 548 | loss: 0.0311834 | val_loss: 0.0311885 | Time: 1845.52 ms [2020-12-30 12:21:07 main:574] : INFO : Epoch 549 | loss: 0.031183 | val_loss: 0.0311886 | Time: 1862.31 ms [2020-12-30 12:21:09 main:574] : INFO : Epoch 550 | loss: 0.0311851 | val_loss: 0.0311887 | Time: 1854.44 ms [2020-12-30 12:21:11 main:574] : INFO : Epoch 551 | loss: 0.0311841 | val_loss: 0.031188 | Time: 1851.91 ms [2020-12-30 12:21:13 main:574] : INFO : Epoch 552 | loss: 0.0311839 | val_loss: 0.0311898 | Time: 1843.26 ms [2020-12-30 12:21:15 main:574] : INFO : Epoch 553 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 1871.28 ms [2020-12-30 12:21:17 main:574] : INFO : Epoch 554 | loss: 0.0311867 | val_loss: 0.0311914 | Time: 1854.75 ms [2020-12-30 12:21:18 main:574] : INFO : Epoch 555 | loss: 0.0311916 | val_loss: 0.0311939 | Time: 1866.51 ms [2020-12-30 12:21:20 main:574] : INFO : Epoch 556 | loss: 0.0311935 | val_loss: 0.0311971 | Time: 1858.86 ms [2020-12-30 12:21:22 main:574] : INFO : Epoch 557 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 1864.51 ms [2020-12-30 12:21:24 main:574] : INFO : Epoch 558 | loss: 0.0311913 | val_loss: 0.0311947 | Time: 1864.57 ms [2020-12-30 12:21:26 main:574] : INFO : Epoch 559 | loss: 0.0311955 | val_loss: 0.031199 | Time: 1859.4 ms [2020-12-30 12:21:28 main:574] : INFO : Epoch 560 | loss: 0.0311939 | val_loss: 0.0311933 | Time: 1847.34 ms [2020-12-30 12:21:30 main:574] : INFO : Epoch 561 | loss: 0.0311923 | val_loss: 0.0311952 | Time: 1861.07 ms [2020-12-30 12:21:31 main:574] : INFO : Epoch 562 | loss: 0.0311928 | val_loss: 0.0311933 | Time: 1860.95 ms [2020-12-30 12:21:33 main:574] : INFO : Epoch 563 | loss: 0.0311917 | val_loss: 0.0311927 | Time: 1839.29 ms [2020-12-30 12:21:35 main:574] : INFO : Epoch 564 | loss: 0.0311908 | val_loss: 0.0311918 | Time: 1840.58 ms [2020-12-30 12:21:37 main:574] : INFO : Epoch 565 | loss: 0.0311901 | val_loss: 0.0311925 | Time: 1873.59 ms [2020-12-30 12:21:39 main:574] : INFO : Epoch 566 | loss: 0.0311904 | val_loss: 0.0311926 | Time: 1877.24 ms [2020-12-30 12:21:41 main:574] : INFO : Epoch 567 | loss: 0.0311906 | val_loss: 0.0311923 | Time: 1864.06 ms [2020-12-30 12:21:43 main:574] : INFO : Epoch 568 | loss: 0.0311909 | val_loss: 0.0311942 | Time: 1850.65 ms [2020-12-30 12:21:45 main:574] : INFO : Epoch 569 | loss: 0.0311897 | val_loss: 0.0311918 | Time: 1866.86 ms [2020-12-30 12:21:46 main:574] : INFO : Epoch 570 | loss: 0.0311892 | val_loss: 0.0311921 | Time: 1826.64 ms [2020-12-30 12:21:48 main:574] : INFO : Epoch 571 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 1863.81 ms [2020-12-30 12:21:50 main:574] : INFO : Epoch 572 | loss: 0.031192 | val_loss: 0.0311921 | Time: 1861.58 ms [2020-12-30 12:21:52 main:574] : INFO : Epoch 573 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 1870.98 ms [2020-12-30 12:21:54 main:574] : INFO : Epoch 574 | loss: 0.0311915 | val_loss: 0.0311983 | Time: 1881.24 ms [2020-12-30 12:21:56 main:574] : INFO : Epoch 575 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 1873.43 ms [2020-12-30 12:21:58 main:574] : INFO : Epoch 576 | loss: 0.0311898 | val_loss: 0.0311929 | Time: 1851.97 ms [2020-12-30 12:22:00 main:574] : INFO : Epoch 577 | loss: 0.0311899 | val_loss: 0.0311921 | Time: 1855.12 ms [2020-12-30 12:22:01 main:574] : INFO : Epoch 578 | loss: 0.0311887 | val_loss: 0.0311925 | Time: 1846.3 ms [2020-12-30 12:22:03 main:574] : INFO : Epoch 579 | loss: 0.0311908 | val_loss: 0.0311962 | Time: 1865.33 ms [2020-12-30 12:22:05 main:574] : INFO : Epoch 580 | loss: 0.0311892 | val_loss: 0.0311928 | Time: 1836.31 ms [2020-12-30 12:22:07 main:574] : INFO : Epoch 581 | loss: 0.0311904 | val_loss: 0.0311944 | Time: 1847.15 ms [2020-12-30 12:22:09 main:574] : INFO : Epoch 582 | loss: 0.0311885 | val_loss: 0.031193 | Time: 1842.58 ms [2020-12-30 12:22:11 main:574] : INFO : Epoch 583 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 1863.36 ms [2020-12-30 12:22:12 main:574] : INFO : Epoch 584 | loss: 0.0311883 | val_loss: 0.0311979 | Time: 1839.57 ms [2020-12-30 12:22:14 main:574] : INFO : Epoch 585 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 1843.98 ms [2020-12-30 12:22:16 main:574] : INFO : Epoch 586 | loss: 0.0311902 | val_loss: 0.0311926 | Time: 1857.29 ms [2020-12-30 12:22:18 main:574] : INFO : Epoch 587 | loss: 0.0311873 | val_loss: 0.0311911 | Time: 1874.77 ms [2020-12-30 12:22:20 main:574] : INFO : Epoch 588 | loss: 0.0311872 | val_loss: 0.0311936 | Time: 1866.94 ms [2020-12-30 12:22:22 main:574] : INFO : Epoch 589 | loss: 0.0311878 | val_loss: 0.031191 | Time: 1872 ms [2020-12-30 12:22:24 main:574] : INFO : Epoch 590 | loss: 0.0311876 | val_loss: 0.0311905 | Time: 1841.03 ms [2020-12-30 12:22:26 main:574] : INFO : Epoch 591 | loss: 0.0311872 | val_loss: 0.0311947 | Time: 1855.15 ms [2020-12-30 12:22:27 main:574] : INFO : Epoch 592 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 1848.51 ms [2020-12-30 12:22:29 main:574] : INFO : Epoch 593 | loss: 0.0311876 | val_loss: 0.0311902 | Time: 1844.51 ms [2020-12-30 12:22:31 main:574] : INFO : Epoch 594 | loss: 0.0311871 | val_loss: 0.0311927 | Time: 1850.23 ms [2020-12-30 12:22:33 main:574] : INFO : Epoch 595 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1854.81 ms [2020-12-30 12:22:35 main:574] : INFO : Epoch 596 | loss: 0.0311883 | val_loss: 0.0311911 | Time: 1847.71 ms [2020-12-30 12:22:37 main:574] : INFO : Epoch 597 | loss: 0.0311871 | val_loss: 0.0311906 | Time: 1883.9 ms [2020-12-30 12:22:39 main:574] : INFO : Epoch 598 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1849.29 ms [2020-12-30 12:22:40 main:574] : INFO : Epoch 599 | loss: 0.031187 | val_loss: 0.0311952 | Time: 1871.61 ms [2020-12-30 12:22:42 main:574] : INFO : Epoch 600 | loss: 0.0311887 | val_loss: 0.0311917 | Time: 1851.94 ms [2020-12-30 12:22:44 main:574] : INFO : Epoch 601 | loss: 0.0311884 | val_loss: 0.0311912 | Time: 1861.1 ms [2020-12-30 12:22:46 main:574] : INFO : Epoch 602 | loss: 0.0311921 | val_loss: 0.031197 | Time: 1878.08 ms [2020-12-30 12:22:48 main:574] : INFO : Epoch 603 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 1862.35 ms [2020-12-30 12:22:50 main:574] : INFO : Epoch 604 | loss: 0.0311893 | val_loss: 0.0311898 | Time: 1844.97 ms [2020-12-30 12:22:52 main:574] : INFO : Epoch 605 | loss: 0.031189 | val_loss: 0.0311933 | Time: 1857.87 ms [2020-12-30 12:22:54 main:574] : INFO : Epoch 606 | loss: 0.0311889 | val_loss: 0.0311906 | Time: 1839.95 ms [2020-12-30 12:22:55 main:574] : INFO : Epoch 607 | loss: 0.0311893 | val_loss: 0.0311925 | Time: 1854.18 ms [2020-12-30 12:22:57 main:574] : INFO : Epoch 608 | loss: 0.0311918 | val_loss: 0.0311906 | Time: 1845.6 ms [2020-12-30 12:22:59 main:574] : INFO : Epoch 609 | loss: 0.0311883 | val_loss: 0.0311902 | Time: 1864.79 ms [2020-12-30 12:23:01 main:574] : INFO : Epoch 610 | loss: 0.0311871 | val_loss: 0.0311903 | Time: 1846.78 ms [2020-12-30 12:23:03 main:574] : INFO : Epoch 611 | loss: 0.0311877 | val_loss: 0.0311915 | Time: 1859.84 ms [2020-12-30 12:23:05 main:574] : INFO : Epoch 612 | loss: 0.0311875 | val_loss: 0.0311895 | Time: 1843.68 ms [2020-12-30 12:23:07 main:574] : INFO : Epoch 613 | loss: 0.0311869 | val_loss: 0.0311927 | Time: 1877.42 ms [2020-12-30 12:23:09 main:574] : INFO : Epoch 614 | loss: 0.0311876 | val_loss: 0.0311914 | Time: 1864.65 ms [2020-12-30 12:23:10 main:574] : INFO : Epoch 615 | loss: 0.0311877 | val_loss: 0.0311899 | Time: 1873.31 ms [2020-12-30 12:23:12 main:574] : INFO : Epoch 616 | loss: 0.0311885 | val_loss: 0.0311915 | Time: 1868.18 ms [2020-12-30 12:23:14 main:574] : INFO : Epoch 617 | loss: 0.0311908 | val_loss: 0.0311922 | Time: 1874.26 ms [2020-12-30 12:23:16 main:574] : INFO : Epoch 618 | loss: 0.0311902 | val_loss: 0.0311926 | Time: 1871.11 ms [2020-12-30 12:23:18 main:574] : INFO : Epoch 619 | loss: 0.0311915 | val_loss: 0.0311902 | Time: 1846.95 ms [2020-12-30 12:23:20 main:574] : INFO : Epoch 620 | loss: 0.0311886 | val_loss: 0.031191 | Time: 1857.4 ms [2020-12-30 12:23:22 main:574] : INFO : Epoch 621 | loss: 0.0311889 | val_loss: 0.0311927 | Time: 1863.61 ms [2020-12-30 12:23:23 main:574] : INFO : Epoch 622 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1851.49 ms [2020-12-30 12:23:25 main:574] : INFO : Epoch 623 | loss: 0.0311874 | val_loss: 0.0311904 | Time: 1850.3 ms [2020-12-30 12:23:27 main:574] : INFO : Epoch 624 | loss: 0.0311897 | val_loss: 0.031195 | Time: 1857.71 ms [2020-12-30 12:23:29 main:574] : INFO : Epoch 625 | loss: 0.0311888 | val_loss: 0.03119 | Time: 1875.87 ms [2020-12-30 12:23:31 main:574] : INFO : Epoch 626 | loss: 0.0311872 | val_loss: 0.0311892 | Time: 1856.64 ms [2020-12-30 12:23:33 main:574] : INFO : Epoch 627 | loss: 0.031187 | val_loss: 0.0311898 | Time: 1871.44 ms [2020-12-30 12:23:35 main:574] : INFO : Epoch 628 | loss: 0.0311877 | val_loss: 0.0311898 | Time: 1846.64 ms [2020-12-30 12:23:37 main:574] : INFO : Epoch 629 | loss: 0.031187 | val_loss: 0.031189 | Time: 1864.16 ms [2020-12-30 12:23:38 main:574] : INFO : Epoch 630 | loss: 0.0311858 | val_loss: 0.031189 | Time: 1860.83 ms [2020-12-30 12:23:40 main:574] : INFO : Epoch 631 | loss: 0.0311861 | val_loss: 0.0311896 | Time: 1868.34 ms [2020-12-30 12:23:42 main:574] : INFO : Epoch 632 | loss: 0.0311863 | val_loss: 0.0311935 | Time: 1869.68 ms [2020-12-30 12:23:44 main:574] : INFO : Epoch 633 | loss: 0.0311878 | val_loss: 0.0311917 | Time: 1845.48 ms [2020-12-30 12:23:46 main:574] : INFO : Epoch 634 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 1878.04 ms [2020-12-30 12:23:48 main:574] : INFO : Epoch 635 | loss: 0.0311858 | val_loss: 0.0311936 | Time: 1859.49 ms [2020-12-30 12:23:50 main:574] : INFO : Epoch 636 | loss: 0.0311863 | val_loss: 0.0311948 | Time: 1877.25 ms [2020-12-30 12:23:52 main:574] : INFO : Epoch 637 | loss: 0.0311874 | val_loss: 0.0311899 | Time: 1843.73 ms [2020-12-30 12:23:53 main:574] : INFO : Epoch 638 | loss: 0.0311865 | val_loss: 0.0311916 | Time: 1872.7 ms [2020-12-30 12:23:55 main:574] : INFO : Epoch 639 | loss: 0.0311853 | val_loss: 0.031189 | Time: 1852.72 ms [2020-12-30 12:23:57 main:574] : INFO : Epoch 640 | loss: 0.0311847 | val_loss: 0.0311893 | Time: 1873.1 ms [2020-12-30 12:23:59 main:574] : INFO : Epoch 641 | loss: 0.0311868 | val_loss: 0.0311902 | Time: 1871.87 ms [2020-12-30 12:24:01 main:574] : INFO : Epoch 642 | loss: 0.0311848 | val_loss: 0.0311896 | Time: 1871.41 ms [2020-12-30 12:24:03 main:574] : INFO : Epoch 643 | loss: 0.0311865 | val_loss: 0.0311925 | Time: 1847.47 ms [2020-12-30 12:24:05 main:574] : INFO : Epoch 644 | loss: 0.0311862 | val_loss: 0.0311903 | Time: 1874.36 ms [2020-12-30 12:24:07 main:574] : INFO : Epoch 645 | loss: 0.0311838 | val_loss: 0.0311919 | Time: 1862.55 ms [2020-12-30 12:24:09 main:574] : INFO : Epoch 646 | loss: 0.0311845 | val_loss: 0.03119 | Time: 1875.83 ms [2020-12-30 12:24:10 main:574] : INFO : Epoch 647 | loss: 0.0311865 | val_loss: 0.0311898 | Time: 1847.61 ms [2020-12-30 12:24:12 main:574] : INFO : Epoch 648 | loss: 0.031185 | val_loss: 0.0311912 | Time: 1872.73 ms [2020-12-30 12:24:14 main:574] : INFO : Epoch 649 | loss: 0.0311846 | val_loss: 0.0311908 | Time: 1872.7 ms [2020-12-30 12:24:16 main:574] : INFO : Epoch 650 | loss: 0.0311849 | val_loss: 0.0311914 | Time: 1866.57 ms [2020-12-30 12:24:18 main:574] : INFO : Epoch 651 | loss: 0.0311854 | val_loss: 0.03119 | Time: 1878.79 ms [2020-12-30 12:24:20 main:574] : INFO : Epoch 652 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 1867.7 ms [2020-12-30 12:24:22 main:574] : INFO : Epoch 653 | loss: 0.031185 | val_loss: 0.0311901 | Time: 1825.29 ms [2020-12-30 12:24:23 main:574] : INFO : Epoch 654 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 1871.21 ms [2020-12-30 12:24:25 main:574] : INFO : Epoch 655 | loss: 0.0311844 | val_loss: 0.0311936 | Time: 1191.98 ms [2020-12-30 12:24:26 main:574] : INFO : Epoch 656 | loss: 0.031186 | val_loss: 0.03119 | Time: 1261.87 ms [2020-12-30 12:24:27 main:574] : INFO : Epoch 657 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 1316.13 ms [2020-12-30 12:24:29 main:574] : INFO : Epoch 658 | loss: 0.0311847 | val_loss: 0.0311897 | Time: 1250.4 ms [2020-12-30 12:24:30 main:574] : INFO : Epoch 659 | loss: 0.0311835 | val_loss: 0.0311916 | Time: 1328.17 ms [2020-12-30 12:24:31 main:574] : INFO : Epoch 660 | loss: 0.0311857 | val_loss: 0.0311897 | Time: 1245.75 ms [2020-12-30 12:24:32 main:574] : INFO : Epoch 661 | loss: 0.031184 | val_loss: 0.0311895 | Time: 1219.21 ms [2020-12-30 12:24:34 main:574] : INFO : Epoch 662 | loss: 0.0311838 | val_loss: 0.031189 | Time: 1801.21 ms [2020-12-30 12:24:36 main:574] : INFO : Epoch 663 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 1852.88 ms [2020-12-30 12:24:38 main:574] : INFO : Epoch 664 | loss: 0.0311882 | val_loss: 0.0311914 | Time: 1853.75 ms [2020-12-30 12:24:40 main:574] : INFO : Epoch 665 | loss: 0.0311848 | val_loss: 0.0311913 | Time: 1859.15 ms [2020-12-30 12:24:42 main:574] : INFO : Epoch 666 | loss: 0.03119 | val_loss: 0.0311909 | Time: 1852.55 ms [2020-12-30 12:24:44 main:574] : INFO : Epoch 667 | loss: 0.0311845 | val_loss: 0.0311901 | Time: 1853.07 ms [2020-12-30 12:24:45 main:574] : INFO : Epoch 668 | loss: 0.0311846 | val_loss: 0.0311904 | Time: 1870.95 ms [2020-12-30 12:24:47 main:574] : INFO : Epoch 669 | loss: 0.0311849 | val_loss: 0.031189 | Time: 1871.06 ms [2020-12-30 12:24:49 main:574] : INFO : Epoch 670 | loss: 0.0311848 | val_loss: 0.0311885 | Time: 1870.49 ms [2020-12-30 12:24:51 main:574] : INFO : Epoch 671 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 1846.04 ms [2020-12-30 12:24:53 main:574] : INFO : Epoch 672 | loss: 0.0311871 | val_loss: 0.0311975 | Time: 1849.42 ms [2020-12-30 12:24:55 main:574] : INFO : Epoch 673 | loss: 0.0311911 | val_loss: 0.0311923 | Time: 1847.18 ms [2020-12-30 12:24:57 main:574] : INFO : Epoch 674 | loss: 0.0311903 | val_loss: 0.0311924 | Time: 1857.47 ms [2020-12-30 12:24:58 main:574] : INFO : Epoch 675 | loss: 0.0311902 | val_loss: 0.0311937 | Time: 1860.84 ms [2020-12-30 12:25:00 main:574] : INFO : Epoch 676 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 1856.7 ms [2020-12-30 12:25:02 main:574] : INFO : Epoch 677 | loss: 0.0311901 | val_loss: 0.0311984 | Time: 1862.61 ms [2020-12-30 12:25:04 main:574] : INFO : Epoch 678 | loss: 0.031194 | val_loss: 0.0311948 | Time: 1857.21 ms [2020-12-30 12:25:06 main:574] : INFO : Epoch 679 | loss: 0.0311935 | val_loss: 0.0311959 | Time: 1865.54 ms [2020-12-30 12:25:08 main:574] : INFO : Epoch 680 | loss: 0.0311903 | val_loss: 0.0311964 | Time: 1857.93 ms [2020-12-30 12:25:10 main:574] : INFO : Epoch 681 | loss: 0.0311899 | val_loss: 0.0311929 | Time: 1865.48 ms [2020-12-30 12:25:12 main:574] : INFO : Epoch 682 | loss: 0.0311887 | val_loss: 0.0311952 | Time: 1869.11 ms [2020-12-30 12:25:14 main:574] : INFO : Epoch 683 | loss: 0.031193 | val_loss: 0.0311982 | Time: 1887.67 ms [2020-12-30 12:25:15 main:574] : INFO : Epoch 684 | loss: 0.0311904 | val_loss: 0.0311947 | Time: 1852.78 ms [2020-12-30 12:25:17 main:574] : INFO : Epoch 685 | loss: 0.0311878 | val_loss: 0.0311945 | Time: 1843.17 ms [2020-12-30 12:25:19 main:574] : INFO : Epoch 686 | loss: 0.031188 | val_loss: 0.0311937 | Time: 1835.84 ms [2020-12-30 12:25:21 main:574] : INFO : Epoch 687 | loss: 0.0311866 | val_loss: 0.0311936 | Time: 1877.63 ms [2020-12-30 12:25:23 main:574] : INFO : Epoch 688 | loss: 0.0311881 | val_loss: 0.0311971 | Time: 1869.27 ms [2020-12-30 12:25:25 main:574] : INFO : Epoch 689 | loss: 0.0311893 | val_loss: 0.031194 | Time: 1866.17 ms [2020-12-30 12:25:27 main:574] : INFO : Epoch 690 | loss: 0.0311886 | val_loss: 0.031193 | Time: 1871.16 ms [2020-12-30 12:25:29 main:574] : INFO : Epoch 691 | loss: 0.0311893 | val_loss: 0.0311942 | Time: 1880.34 ms [2020-12-30 12:25:30 main:574] : INFO : Epoch 692 | loss: 0.0311892 | val_loss: 0.0312086 | Time: 1839.74 ms [2020-12-30 12:25:32 main:574] : INFO : Epoch 693 | loss: 0.0311934 | val_loss: 0.0311963 | Time: 1863.14 ms [2020-12-30 12:25:34 main:574] : INFO : Epoch 694 | loss: 0.0311872 | val_loss: 0.0311922 | Time: 1849.25 ms [2020-12-30 12:25:36 main:574] : INFO : Epoch 695 | loss: 0.0311876 | val_loss: 0.0311973 | Time: 1873.05 ms [2020-12-30 12:25:38 main:574] : INFO : Epoch 696 | loss: 0.0311885 | val_loss: 0.0311925 | Time: 1856.05 ms [2020-12-30 12:25:40 main:574] : INFO : Epoch 697 | loss: 0.0311872 | val_loss: 0.0311933 | Time: 1867.95 ms [2020-12-30 12:25:42 main:574] : INFO : Epoch 698 | loss: 0.0311868 | val_loss: 0.0311975 | Time: 1866.34 ms [2020-12-30 12:25:43 main:574] : INFO : Epoch 699 | loss: 0.0311874 | val_loss: 0.0311948 | Time: 1888.25 ms [2020-12-30 12:25:45 main:574] : INFO : Epoch 700 | loss: 0.0311877 | val_loss: 0.0311938 | Time: 1859.05 ms [2020-12-30 12:25:47 main:574] : INFO : Epoch 701 | loss: 0.0311877 | val_loss: 0.0311928 | Time: 1858.65 ms [2020-12-30 12:25:49 main:574] : INFO : Epoch 702 | loss: 0.0311882 | val_loss: 0.031193 | Time: 1847.65 ms [2020-12-30 12:25:51 main:574] : INFO : Epoch 703 | loss: 0.0311873 | val_loss: 0.0311923 | Time: 1850.07 ms [2020-12-30 12:25:53 main:574] : INFO : Epoch 704 | loss: 0.0311882 | val_loss: 0.0311945 | Time: 1872.53 ms [2020-12-30 12:25:55 main:574] : INFO : Epoch 705 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1861.17 ms [2020-12-30 12:25:57 main:574] : INFO : Epoch 706 | loss: 0.0311872 | val_loss: 0.0312003 | Time: 1845.13 ms [2020-12-30 12:25:58 main:574] : INFO : Epoch 707 | loss: 0.0311895 | val_loss: 0.031196 | Time: 1845.92 ms [2020-12-30 12:26:00 main:574] : INFO : Epoch 708 | loss: 0.0311863 | val_loss: 0.0311921 | Time: 1861.69 ms [2020-12-30 12:26:02 main:574] : INFO : Epoch 709 | loss: 0.0311856 | val_loss: 0.0311919 | Time: 1868.79 ms [2020-12-30 12:26:04 main:574] : INFO : Epoch 710 | loss: 0.0311864 | val_loss: 0.0311929 | Time: 1863.65 ms [2020-12-30 12:26:06 main:574] : INFO : Epoch 711 | loss: 0.0311848 | val_loss: 0.0311927 | Time: 1863.65 ms [2020-12-30 12:26:08 main:574] : INFO : Epoch 712 | loss: 0.0311855 | val_loss: 0.0311923 | Time: 1846.62 ms [2020-12-30 12:26:10 main:574] : INFO : Epoch 713 | loss: 0.0311848 | val_loss: 0.0311951 | Time: 1889.72 ms [2020-12-30 12:26:12 main:574] : INFO : Epoch 714 | loss: 0.0311869 | val_loss: 0.0311945 | Time: 1851.87 ms [2020-12-30 12:26:13 main:574] : INFO : Epoch 715 | loss: 0.0311881 | val_loss: 0.031196 | Time: 1869.92 ms [2020-12-30 12:26:15 main:574] : INFO : Epoch 716 | loss: 0.0311902 | val_loss: 0.0311941 | Time: 1847.66 ms [2020-12-30 12:26:17 main:574] : INFO : Epoch 717 | loss: 0.0311888 | val_loss: 0.0312026 | Time: 1867.93 ms [2020-12-30 12:26:19 main:574] : INFO : Epoch 718 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 1850.33 ms [2020-12-30 12:26:21 main:574] : INFO : Epoch 719 | loss: 0.03119 | val_loss: 0.0312024 | Time: 1862.11 ms [2020-12-30 12:26:23 main:574] : INFO : Epoch 720 | loss: 0.0311921 | val_loss: 0.0311956 | Time: 1837.21 ms [2020-12-30 12:26:25 main:574] : INFO : Epoch 721 | loss: 0.0311909 | val_loss: 0.0312019 | Time: 1877.38 ms [2020-12-30 12:26:26 main:574] : INFO : Epoch 722 | loss: 0.0311902 | val_loss: 0.0311945 | Time: 1837.51 ms [2020-12-30 12:26:28 main:574] : INFO : Epoch 723 | loss: 0.0311886 | val_loss: 0.0311936 | Time: 1855.5 ms [2020-12-30 12:26:30 main:574] : INFO : Epoch 724 | loss: 0.0311877 | val_loss: 0.0311959 | Time: 1835.51 ms [2020-12-30 12:26:32 main:574] : INFO : Epoch 725 | loss: 0.0311876 | val_loss: 0.0312014 | Time: 1875.21 ms [2020-12-30 12:26:34 main:574] : INFO : Epoch 726 | loss: 0.03119 | val_loss: 0.0311931 | Time: 1862.72 ms [2020-12-30 12:26:36 main:574] : INFO : Epoch 727 | loss: 0.0311922 | val_loss: 0.0312091 | Time: 1852.04 ms [2020-12-30 12:26:38 main:574] : INFO : Epoch 728 | loss: 0.0311898 | val_loss: 0.0311942 | Time: 1850.51 ms [2020-12-30 12:26:40 main:574] : INFO : Epoch 729 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 1870.86 ms [2020-12-30 12:26:41 main:574] : INFO : Epoch 730 | loss: 0.0311857 | val_loss: 0.0311925 | Time: 1846.75 ms [2020-12-30 12:26:43 main:574] : INFO : Epoch 731 | loss: 0.0311891 | val_loss: 0.0311947 | Time: 1862.21 ms [2020-12-30 12:26:45 main:574] : INFO : Epoch 732 | loss: 0.0311861 | val_loss: 0.0311934 | Time: 1861.36 ms [2020-12-30 12:26:47 main:574] : INFO : Epoch 733 | loss: 0.0311863 | val_loss: 0.0311972 | Time: 1867.55 ms [2020-12-30 12:26:49 main:574] : INFO : Epoch 734 | loss: 0.0311862 | val_loss: 0.0311928 | Time: 1859.38 ms [2020-12-30 12:26:51 main:574] : INFO : Epoch 735 | loss: 0.0311855 | val_loss: 0.0311935 | Time: 1851.84 ms [2020-12-30 12:26:53 main:574] : INFO : Epoch 736 | loss: 0.0311854 | val_loss: 0.0311954 | Time: 1853.22 ms [2020-12-30 12:26:54 main:574] : INFO : Epoch 737 | loss: 0.0311857 | val_loss: 0.0311934 | Time: 1871.24 ms [2020-12-30 12:26:56 main:574] : INFO : Epoch 738 | loss: 0.0311862 | val_loss: 0.0311936 | Time: 1866.19 ms [2020-12-30 12:26:58 main:574] : INFO : Epoch 739 | loss: 0.031187 | val_loss: 0.0312038 | Time: 1867.56 ms [2020-12-30 12:27:00 main:574] : INFO : Epoch 740 | loss: 0.0311911 | val_loss: 0.0311937 | Time: 1875.25 ms [2020-12-30 12:27:02 main:574] : INFO : Epoch 741 | loss: 0.0311855 | val_loss: 0.0311932 | Time: 1853.95 ms [2020-12-30 12:27:04 main:574] : INFO : Epoch 742 | loss: 0.0311846 | val_loss: 0.031192 | Time: 1865.91 ms [2020-12-30 12:27:06 main:574] : INFO : Epoch 743 | loss: 0.0311862 | val_loss: 0.0311967 | Time: 1848.92 ms [2020-12-30 12:27:08 main:574] : INFO : Epoch 744 | loss: 0.0311877 | val_loss: 0.0311944 | Time: 1859.22 ms [2020-12-30 12:27:09 main:574] : INFO : Epoch 745 | loss: 0.0311852 | val_loss: 0.0311918 | Time: 1871.36 ms [2020-12-30 12:27:11 main:574] : INFO : Epoch 746 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1882.77 ms [2020-12-30 12:27:13 main:574] : INFO : Epoch 747 | loss: 0.0311866 | val_loss: 0.031193 | Time: 1857.88 ms [2020-12-30 12:27:15 main:574] : INFO : Epoch 748 | loss: 0.0311855 | val_loss: 0.031192 | Time: 1869.38 ms [2020-12-30 12:27:17 main:574] : INFO : Epoch 749 | loss: 0.0311862 | val_loss: 0.0311923 | Time: 1851.81 ms [2020-12-30 12:27:19 main:574] : INFO : Epoch 750 | loss: 0.0311839 | val_loss: 0.0311917 | Time: 1880.19 ms [2020-12-30 12:27:21 main:574] : INFO : Epoch 751 | loss: 0.0311862 | val_loss: 0.0311919 | Time: 1874.72 ms [2020-12-30 12:27:23 main:574] : INFO : Epoch 752 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 1867.37 ms [2020-12-30 12:27:24 main:574] : INFO : Epoch 753 | loss: 0.0311891 | val_loss: 0.0311928 | Time: 1831.72 ms [2020-12-30 12:27:26 main:574] : INFO : Epoch 754 | loss: 0.0311886 | val_loss: 0.0311919 | Time: 1869.57 ms [2020-12-30 12:27:28 main:574] : INFO : Epoch 755 | loss: 0.0311879 | val_loss: 0.0311912 | Time: 1832.82 ms [2020-12-30 12:27:30 main:574] : INFO : Epoch 756 | loss: 0.031189 | val_loss: 0.0311919 | Time: 1856.67 ms [2020-12-30 12:27:32 main:574] : INFO : Epoch 757 | loss: 0.0311883 | val_loss: 0.0311917 | Time: 1866.29 ms [2020-12-30 12:27:34 main:574] : INFO : Epoch 758 | loss: 0.0311887 | val_loss: 0.0311927 | Time: 1856.35 ms [2020-12-30 12:27:36 main:574] : INFO : Epoch 759 | loss: 0.031189 | val_loss: 0.0311915 | Time: 1856.5 ms [2020-12-30 12:27:38 main:574] : INFO : Epoch 760 | loss: 0.0311873 | val_loss: 0.0311914 | Time: 1868.64 ms [2020-12-30 12:27:39 main:574] : INFO : Epoch 761 | loss: 0.0311871 | val_loss: 0.0311917 | Time: 1864.72 ms [2020-12-30 12:27:41 main:574] : INFO : Epoch 762 | loss: 0.0311872 | val_loss: 0.031191 | Time: 1886.8 ms [2020-12-30 12:27:43 main:574] : INFO : Epoch 763 | loss: 0.0311869 | val_loss: 0.0311918 | Time: 1848.68 ms [2020-12-30 12:27:45 main:574] : INFO : Epoch 764 | loss: 0.0311868 | val_loss: 0.0311922 | Time: 1868.48 ms [2020-12-30 12:27:47 main:574] : INFO : Epoch 765 | loss: 0.0311865 | val_loss: 0.0311929 | Time: 1861.32 ms [2020-12-30 12:27:49 main:574] : INFO : Epoch 766 | loss: 0.0311864 | val_loss: 0.0311913 | Time: 1868.37 ms [2020-12-30 12:27:51 main:574] : INFO : Epoch 767 | loss: 0.0311855 | val_loss: 0.0311961 | Time: 1837.44 ms [2020-12-30 12:27:52 main:574] : INFO : Epoch 768 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 1866.43 ms [2020-12-30 12:27:54 main:574] : INFO : Epoch 769 | loss: 0.0311851 | val_loss: 0.0311922 | Time: 1842.77 ms [2020-12-30 12:27:56 main:574] : INFO : Epoch 770 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 1885.36 ms [2020-12-30 12:27:58 main:574] : INFO : Epoch 771 | loss: 0.0311863 | val_loss: 0.0311924 | Time: 1861.67 ms [2020-12-30 12:28:00 main:574] : INFO : Epoch 772 | loss: 0.0311885 | val_loss: 0.031192 | Time: 1855.93 ms [2020-12-30 12:28:02 main:574] : INFO : Epoch 773 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 1846.1 ms [2020-12-30 12:28:04 main:574] : INFO : Epoch 774 | loss: 0.0311855 | val_loss: 0.0311919 | Time: 1878.64 ms [2020-12-30 12:28:06 main:574] : INFO : Epoch 775 | loss: 0.0311853 | val_loss: 0.031193 | Time: 1834.57 ms [2020-12-30 12:28:07 main:574] : INFO : Epoch 776 | loss: 0.031186 | val_loss: 0.0311961 | Time: 1855.78 ms [2020-12-30 12:28:09 main:574] : INFO : Epoch 777 | loss: 0.0311887 | val_loss: 0.0312119 | Time: 1860.73 ms [2020-12-30 12:28:11 main:574] : INFO : Epoch 778 | loss: 0.0311911 | val_loss: 0.0311917 | Time: 1878.46 ms [2020-12-30 12:28:13 main:574] : INFO : Epoch 779 | loss: 0.0311858 | val_loss: 0.0311932 | Time: 1854.35 ms [2020-12-30 12:28:15 main:574] : INFO : Epoch 780 | loss: 0.0311848 | val_loss: 0.0311917 | Time: 1862.98 ms [2020-12-30 12:28:17 main:574] : INFO : Epoch 781 | loss: 0.0311863 | val_loss: 0.0311969 | Time: 1847.38 ms [2020-12-30 12:28:19 main:574] : INFO : Epoch 782 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 1885.86 ms [2020-12-30 12:28:21 main:574] : INFO : Epoch 783 | loss: 0.031185 | val_loss: 0.0311923 | Time: 1875.71 ms [2020-12-30 12:28:22 main:574] : INFO : Epoch 784 | loss: 0.0311851 | val_loss: 0.0311941 | Time: 1846.3 ms [2020-12-30 12:28:24 main:574] : INFO : Epoch 785 | loss: 0.0311854 | val_loss: 0.031193 | Time: 1847.72 ms [2020-12-30 12:28:26 main:574] : INFO : Epoch 786 | loss: 0.0311863 | val_loss: 0.0311927 | Time: 1858.02 ms [2020-12-30 12:28:28 main:574] : INFO : Epoch 787 | loss: 0.0311849 | val_loss: 0.0311915 | Time: 1868.01 ms [2020-12-30 12:28:30 main:574] : INFO : Epoch 788 | loss: 0.0311854 | val_loss: 0.0311914 | Time: 1864.7 ms [2020-12-30 12:28:32 main:574] : INFO : Epoch 789 | loss: 0.0311842 | val_loss: 0.0311922 | Time: 1876.25 ms [2020-12-30 12:28:34 main:574] : INFO : Epoch 790 | loss: 0.0311849 | val_loss: 0.0311927 | Time: 1867.59 ms [2020-12-30 12:28:35 main:574] : INFO : Epoch 791 | loss: 0.0311844 | val_loss: 0.0311919 | Time: 1866.81 ms [2020-12-30 12:28:37 main:574] : INFO : Epoch 792 | loss: 0.0311848 | val_loss: 0.0311932 | Time: 1873.2 ms [2020-12-30 12:28:39 main:574] : INFO : Epoch 793 | loss: 0.0311843 | val_loss: 0.0311916 | Time: 1845.63 ms [2020-12-30 12:28:41 main:574] : INFO : Epoch 794 | loss: 0.0311848 | val_loss: 0.0311942 | Time: 1861.01 ms [2020-12-30 12:28:43 main:574] : INFO : Epoch 795 | loss: 0.0311857 | val_loss: 0.0311913 | Time: 1847.64 ms [2020-12-30 12:28:45 main:574] : INFO : Epoch 796 | loss: 0.0311843 | val_loss: 0.0311918 | Time: 1866.66 ms [2020-12-30 12:28:47 main:574] : INFO : Epoch 797 | loss: 0.0311841 | val_loss: 0.0311919 | Time: 1863.61 ms [2020-12-30 12:28:49 main:574] : INFO : Epoch 798 | loss: 0.0311837 | val_loss: 0.0311914 | Time: 1870.86 ms [2020-12-30 12:28:50 main:574] : INFO : Epoch 799 | loss: 0.0311837 | val_loss: 0.0311945 | Time: 1848.82 ms [2020-12-30 12:28:52 main:574] : INFO : Epoch 800 | loss: 0.0311871 | val_loss: 0.0311954 | Time: 1879.07 ms [2020-12-30 12:28:54 main:574] : INFO : Epoch 801 | loss: 0.0311848 | val_loss: 0.031192 | Time: 1859.97 ms [2020-12-30 12:28:56 main:574] : INFO : Epoch 802 | loss: 0.0311841 | val_loss: 0.031192 | Time: 1870.79 ms [2020-12-30 12:28:58 main:574] : INFO : Epoch 803 | loss: 0.0311858 | val_loss: 0.031198 | Time: 1849.25 ms [2020-12-30 12:29:00 main:574] : INFO : Epoch 804 | loss: 0.0311859 | val_loss: 0.0311944 | Time: 1874.02 ms [2020-12-30 12:29:02 main:574] : INFO : Epoch 805 | loss: 0.0311845 | val_loss: 0.0311928 | Time: 1850.42 ms [2020-12-30 12:29:04 main:574] : INFO : Epoch 806 | loss: 0.031184 | val_loss: 0.031192 | Time: 1858.05 ms [2020-12-30 12:29:05 main:574] : INFO : Epoch 807 | loss: 0.0311857 | val_loss: 0.0311947 | Time: 1830.02 ms [2020-12-30 12:29:07 main:574] : INFO : Epoch 808 | loss: 0.031184 | val_loss: 0.0311941 | Time: 1861.6 ms [2020-12-30 12:29:09 main:574] : INFO : Epoch 809 | loss: 0.0311836 | val_loss: 0.0311924 | Time: 1856.69 ms [2020-12-30 12:29:11 main:574] : INFO : Epoch 810 | loss: 0.0311835 | val_loss: 0.0311919 | Time: 1868.34 ms [2020-12-30 12:29:13 main:574] : INFO : Epoch 811 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 1875.35 ms [2020-12-30 12:29:15 main:574] : INFO : Epoch 812 | loss: 0.0311862 | val_loss: 0.0311932 | Time: 1873.03 ms [2020-12-30 12:29:17 main:574] : INFO : Epoch 813 | loss: 0.031184 | val_loss: 0.0311941 | Time: 1881.96 ms [2020-12-30 12:29:18 main:574] : INFO : Epoch 814 | loss: 0.0311844 | val_loss: 0.0311922 | Time: 1850.21 ms [2020-12-30 12:29:20 main:574] : INFO : Epoch 815 | loss: 0.0311854 | val_loss: 0.0311957 | Time: 1849.74 ms [2020-12-30 12:29:22 main:574] : INFO : Epoch 816 | loss: 0.0311857 | val_loss: 0.0311915 | Time: 1870.91 ms [2020-12-30 12:29:24 main:574] : INFO : Epoch 817 | loss: 0.0311844 | val_loss: 0.0311945 | Time: 1866.77 ms [2020-12-30 12:29:26 main:574] : INFO : Epoch 818 | loss: 0.0311861 | val_loss: 0.0311937 | Time: 1872.41 ms [2020-12-30 12:29:28 main:574] : INFO : Epoch 819 | loss: 0.0311857 | val_loss: 0.0311924 | Time: 1856.79 ms [2020-12-30 12:29:30 main:574] : INFO : Epoch 820 | loss: 0.0311832 | val_loss: 0.0311959 | Time: 1858.3 ms [2020-12-30 12:29:32 main:574] : INFO : Epoch 821 | loss: 0.0311952 | val_loss: 0.0311989 | Time: 1856.68 ms [2020-12-30 12:29:33 main:574] : INFO : Epoch 822 | loss: 0.0311885 | val_loss: 0.0311958 | Time: 1889.33 ms [2020-12-30 12:29:35 main:574] : INFO : Epoch 823 | loss: 0.0311861 | val_loss: 0.0312012 | Time: 1859.69 ms [2020-12-30 12:29:37 main:574] : INFO : Epoch 824 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 1861.28 ms [2020-12-30 12:29:39 main:574] : INFO : Epoch 825 | loss: 0.0311842 | val_loss: 0.0311941 | Time: 1838.32 ms [2020-12-30 12:29:41 main:574] : INFO : Epoch 826 | loss: 0.0311839 | val_loss: 0.031193 | Time: 1853.47 ms [2020-12-30 12:29:43 main:574] : INFO : Epoch 827 | loss: 0.0311831 | val_loss: 0.0311979 | Time: 1885.91 ms [2020-12-30 12:29:45 main:574] : INFO : Epoch 828 | loss: 0.0311893 | val_loss: 0.0312029 | Time: 1854.75 ms [2020-12-30 12:29:47 main:574] : INFO : Epoch 829 | loss: 0.0311899 | val_loss: 0.0311923 | Time: 1864.23 ms [2020-12-30 12:29:48 main:574] : INFO : Epoch 830 | loss: 0.0311832 | val_loss: 0.0311919 | Time: 1878.21 ms [2020-12-30 12:29:50 main:574] : INFO : Epoch 831 | loss: 0.0311842 | val_loss: 0.0311925 | Time: 1846.87 ms [2020-12-30 12:29:52 main:574] : INFO : Epoch 832 | loss: 0.0311833 | val_loss: 0.0311953 | Time: 1884.41 ms [2020-12-30 12:29:54 main:574] : INFO : Epoch 833 | loss: 0.0311835 | val_loss: 0.0311927 | Time: 1862.06 ms [2020-12-30 12:29:56 main:574] : INFO : Epoch 834 | loss: 0.0311861 | val_loss: 0.031193 | Time: 1846.28 ms [2020-12-30 12:29:58 main:574] : INFO : Epoch 835 | loss: 0.0311835 | val_loss: 0.0311934 | Time: 1850.2 ms [2020-12-30 12:30:00 main:574] : INFO : Epoch 836 | loss: 0.0311826 | val_loss: 0.0311937 | Time: 1856.77 ms [2020-12-30 12:30:01 main:574] : INFO : Epoch 837 | loss: 0.0311839 | val_loss: 0.0311961 | Time: 1854.43 ms [2020-12-30 12:30:03 main:574] : INFO : Epoch 838 | loss: 0.0311845 | val_loss: 0.0311946 | Time: 1864.57 ms [2020-12-30 12:30:05 main:574] : INFO : Epoch 839 | loss: 0.0311833 | val_loss: 0.031193 | Time: 1843.36 ms [2020-12-30 12:30:07 main:574] : INFO : Epoch 840 | loss: 0.0311857 | val_loss: 0.0311932 | Time: 1845.91 ms [2020-12-30 12:30:09 main:574] : INFO : Epoch 841 | loss: 0.0311836 | val_loss: 0.0311938 | Time: 1836.13 ms [2020-12-30 12:30:11 main:574] : INFO : Epoch 842 | loss: 0.0311854 | val_loss: 0.0311937 | Time: 1879.9 ms [2020-12-30 12:30:13 main:574] : INFO : Epoch 843 | loss: 0.0311856 | val_loss: 0.0311931 | Time: 1874.93 ms [2020-12-30 12:30:15 main:574] : INFO : Epoch 844 | loss: 0.0311864 | val_loss: 0.0311939 | Time: 1867.41 ms [2020-12-30 12:30:16 main:574] : INFO : Epoch 845 | loss: 0.0311852 | val_loss: 0.0311982 | Time: 1856.56 ms [2020-12-30 12:30:18 main:574] : INFO : Epoch 846 | loss: 0.0311869 | val_loss: 0.0311985 | Time: 1864.61 ms [2020-12-30 12:30:20 main:574] : INFO : Epoch 847 | loss: 0.0311861 | val_loss: 0.0311948 | Time: 1839.01 ms [2020-12-30 12:30:22 main:574] : INFO : Epoch 848 | loss: 0.0311889 | val_loss: 0.0312114 | Time: 1837.78 ms [2020-12-30 12:30:24 main:574] : INFO : Epoch 849 | loss: 0.0311863 | val_loss: 0.0311937 | Time: 1872.5 ms [2020-12-30 12:30:26 main:574] : INFO : Epoch 850 | loss: 0.0311828 | val_loss: 0.0311932 | Time: 1859.95 ms [2020-12-30 12:30:28 main:574] : INFO : Epoch 851 | loss: 0.0311838 | val_loss: 0.0311933 | Time: 1870.04 ms [2020-12-30 12:30:29 main:574] : INFO : Epoch 852 | loss: 0.0311834 | val_loss: 0.0311944 | Time: 1876.44 ms [2020-12-30 12:30:31 main:574] : INFO : Epoch 853 | loss: 0.0311827 | val_loss: 0.0311953 | Time: 1874.42 ms [2020-12-30 12:30:33 main:574] : INFO : Epoch 854 | loss: 0.0311825 | val_loss: 0.0311924 | Time: 1861.55 ms [2020-12-30 12:30:35 main:574] : INFO : Epoch 855 | loss: 0.0311828 | val_loss: 0.0311948 | Time: 1847.02 ms [2020-12-30 12:30:37 main:574] : INFO : Epoch 856 | loss: 0.0311836 | val_loss: 0.031198 | Time: 1841.5 ms [2020-12-30 12:30:39 main:574] : INFO : Epoch 857 | loss: 0.0311839 | val_loss: 0.031193 | Time: 1869.02 ms [2020-12-30 12:30:41 main:574] : INFO : Epoch 858 | loss: 0.0311842 | val_loss: 0.0312004 | Time: 1857.57 ms [2020-12-30 12:30:43 main:574] : INFO : Epoch 859 | loss: 0.0311846 | val_loss: 0.0311959 | Time: 1873.68 ms [2020-12-30 12:30:44 main:574] : INFO : Epoch 860 | loss: 0.0311842 | val_loss: 0.0312004 | Time: 1864.08 ms [2020-12-30 12:30:46 main:574] : INFO : Epoch 861 | loss: 0.0311849 | val_loss: 0.0311961 | Time: 1867.1 ms [2020-12-30 12:30:48 main:574] : INFO : Epoch 862 | loss: 0.031188 | val_loss: 0.0311988 | Time: 1850.45 ms [2020-12-30 12:30:50 main:574] : INFO : Epoch 863 | loss: 0.0311894 | val_loss: 0.0311939 | Time: 1861.25 ms [2020-12-30 12:30:52 main:574] : INFO : Epoch 864 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 1858.3 ms [2020-12-30 12:30:54 main:574] : INFO : Epoch 865 | loss: 0.0311924 | val_loss: 0.0311988 | Time: 1884.07 ms [2020-12-30 12:30:56 main:574] : INFO : Epoch 866 | loss: 0.0311916 | val_loss: 0.0311975 | Time: 1866.39 ms [2020-12-30 12:30:58 main:574] : INFO : Epoch 867 | loss: 0.0311916 | val_loss: 0.0311957 | Time: 1879.64 ms [2020-12-30 12:30:59 main:574] : INFO : Epoch 868 | loss: 0.0311913 | val_loss: 0.0312001 | Time: 1853.25 ms [2020-12-30 12:31:01 main:574] : INFO : Epoch 869 | loss: 0.0311936 | val_loss: 0.031197 | Time: 1882.53 ms [2020-12-30 12:31:03 main:574] : INFO : Epoch 870 | loss: 0.0311935 | val_loss: 0.0311983 | Time: 1864.7 ms [2020-12-30 12:31:05 main:574] : INFO : Epoch 871 | loss: 0.0311955 | val_loss: 0.0311989 | Time: 1872.64 ms [2020-12-30 12:31:07 main:574] : INFO : Epoch 872 | loss: 0.0311967 | val_loss: 0.0312027 | Time: 1856 ms [2020-12-30 12:31:09 main:574] : INFO : Epoch 873 | loss: 0.0311958 | val_loss: 0.0311999 | Time: 1867.08 ms [2020-12-30 12:31:11 main:574] : INFO : Epoch 874 | loss: 0.031195 | val_loss: 0.0311963 | Time: 1868.9 ms [2020-12-30 12:31:13 main:574] : INFO : Epoch 875 | loss: 0.0311944 | val_loss: 0.0312001 | Time: 1871.12 ms [2020-12-30 12:31:15 main:574] : INFO : Epoch 876 | loss: 0.0311954 | val_loss: 0.0312051 | Time: 1864.21 ms [2020-12-30 12:31:16 main:574] : INFO : Epoch 877 | loss: 0.0311939 | val_loss: 0.0311983 | Time: 1857.73 ms [2020-12-30 12:31:18 main:574] : INFO : Epoch 878 | loss: 0.0311929 | val_loss: 0.0312027 | Time: 1853.49 ms [2020-12-30 12:31:20 main:574] : INFO : Epoch 879 | loss: 0.0311951 | val_loss: 0.0311982 | Time: 1883.81 ms [2020-12-30 12:31:22 main:574] : INFO : Epoch 880 | loss: 0.0311914 | val_loss: 0.0311963 | Time: 1865.46 ms [2020-12-30 12:31:24 main:574] : INFO : Epoch 881 | loss: 0.0311943 | val_loss: 0.0311971 | Time: 1886.06 ms [2020-12-30 12:31:26 main:574] : INFO : Epoch 882 | loss: 0.0311916 | val_loss: 0.0311965 | Time: 1866.66 ms [2020-12-30 12:31:28 main:574] : INFO : Epoch 883 | loss: 0.0311913 | val_loss: 0.0311988 | Time: 1879.05 ms [2020-12-30 12:31:30 main:574] : INFO : Epoch 884 | loss: 0.0311915 | val_loss: 0.0311975 | Time: 1860.27 ms [2020-12-30 12:31:31 main:574] : INFO : Epoch 885 | loss: 0.0311917 | val_loss: 0.0312007 | Time: 1860.7 ms [2020-12-30 12:31:33 main:574] : INFO : Epoch 886 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 1837.45 ms [2020-12-30 12:31:35 main:574] : INFO : Epoch 887 | loss: 0.0311902 | val_loss: 0.0311973 | Time: 1852.95 ms [2020-12-30 12:31:37 main:574] : INFO : Epoch 888 | loss: 0.0311915 | val_loss: 0.0311997 | Time: 1860.27 ms [2020-12-30 12:31:39 main:574] : INFO : Epoch 889 | loss: 0.0311914 | val_loss: 0.0311964 | Time: 1864.2 ms [2020-12-30 12:31:41 main:574] : INFO : Epoch 890 | loss: 0.0311897 | val_loss: 0.0311966 | Time: 1869.36 ms [2020-12-30 12:31:43 main:574] : INFO : Epoch 891 | loss: 0.0311911 | val_loss: 0.0312075 | Time: 1869.05 ms [2020-12-30 12:31:45 main:574] : INFO : Epoch 892 | loss: 0.0311936 | val_loss: 0.031205 | Time: 1845.14 ms [2020-12-30 12:31:46 main:574] : INFO : Epoch 893 | loss: 0.0311931 | val_loss: 0.0312009 | Time: 1859.36 ms [2020-12-30 12:31:48 main:574] : INFO : Epoch 894 | loss: 0.0311897 | val_loss: 0.0311982 | Time: 1849.04 ms [2020-12-30 12:31:50 main:574] : INFO : Epoch 895 | loss: 0.0311898 | val_loss: 0.031196 | Time: 1864.91 ms [2020-12-30 12:31:52 main:574] : INFO : Epoch 896 | loss: 0.0311906 | val_loss: 0.0311999 | Time: 1864.62 ms [2020-12-30 12:31:54 main:574] : INFO : Epoch 897 | loss: 0.0311908 | val_loss: 0.0312003 | Time: 1869.01 ms [2020-12-30 12:31:56 main:574] : INFO : Epoch 898 | loss: 0.0311896 | val_loss: 0.0311994 | Time: 1854.73 ms [2020-12-30 12:31:58 main:574] : INFO : Epoch 899 | loss: 0.0311895 | val_loss: 0.0311955 | Time: 1867.48 ms [2020-12-30 12:32:00 main:574] : INFO : Epoch 900 | loss: 0.0311905 | val_loss: 0.0311971 | Time: 1844.26 ms [2020-12-30 12:32:01 main:574] : INFO : Epoch 901 | loss: 0.0311907 | val_loss: 0.0312015 | Time: 1867.47 ms [2020-12-30 12:32:03 main:574] : INFO : Epoch 902 | loss: 0.0311918 | val_loss: 0.0311998 | Time: 1848.87 ms [2020-12-30 12:32:05 main:574] : INFO : Epoch 903 | loss: 0.0311918 | val_loss: 0.0312026 | Time: 1869.54 ms [2020-12-30 12:32:07 main:574] : INFO : Epoch 904 | loss: 0.0311924 | val_loss: 0.0312011 | Time: 1875.71 ms [2020-12-30 12:32:09 main:574] : INFO : Epoch 905 | loss: 0.0311922 | val_loss: 0.0312011 | Time: 1880.85 ms [2020-12-30 12:32:11 main:574] : INFO : Epoch 906 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 1843.24 ms [2020-12-30 12:32:13 main:574] : INFO : Epoch 907 | loss: 0.0311922 | val_loss: 0.0311992 | Time: 1861.27 ms [2020-12-30 12:32:15 main:574] : INFO : Epoch 908 | loss: 0.0311912 | val_loss: 0.0311965 | Time: 1845.01 ms [2020-12-30 12:32:16 main:574] : INFO : Epoch 909 | loss: 0.0311905 | val_loss: 0.0311976 | Time: 1871.95 ms [2020-12-30 12:32:18 main:574] : INFO : Epoch 910 | loss: 0.0311904 | val_loss: 0.0311971 | Time: 1842.92 ms [2020-12-30 12:32:20 main:574] : INFO : Epoch 911 | loss: 0.0311903 | val_loss: 0.0311983 | Time: 1856.44 ms [2020-12-30 12:32:22 main:574] : INFO : Epoch 912 | loss: 0.0311916 | val_loss: 0.031197 | Time: 1860.7 ms [2020-12-30 12:32:24 main:574] : INFO : Epoch 913 | loss: 0.0311909 | val_loss: 0.0311973 | Time: 1864.77 ms [2020-12-30 12:32:26 main:574] : INFO : Epoch 914 | loss: 0.0311907 | val_loss: 0.0311973 | Time: 1857.05 ms [2020-12-30 12:32:28 main:574] : INFO : Epoch 915 | loss: 0.0311903 | val_loss: 0.0311971 | Time: 1862.37 ms [2020-12-30 12:32:29 main:574] : INFO : Epoch 916 | loss: 0.0311903 | val_loss: 0.0311969 | Time: 1847.89 ms [2020-12-30 12:32:31 main:574] : INFO : Epoch 917 | loss: 0.0311907 | val_loss: 0.0312013 | Time: 1865.33 ms [2020-12-30 12:32:33 main:574] : INFO : Epoch 918 | loss: 0.0311928 | val_loss: 0.0312026 | Time: 1861.53 ms [2020-12-30 12:32:35 main:574] : INFO : Epoch 919 | loss: 0.0311916 | val_loss: 0.031198 | Time: 1883.93 ms [2020-12-30 12:32:37 main:574] : INFO : Epoch 920 | loss: 0.0311903 | val_loss: 0.0311983 | Time: 1852.59 ms [2020-12-30 12:32:39 main:574] : INFO : Epoch 921 | loss: 0.0311905 | val_loss: 0.0311969 | Time: 1891.39 ms [2020-12-30 12:32:41 main:574] : INFO : Epoch 922 | loss: 0.0311911 | val_loss: 0.0312001 | Time: 1856.74 ms [2020-12-30 12:32:43 main:574] : INFO : Epoch 923 | loss: 0.0311906 | val_loss: 0.0311969 | Time: 1893.19 ms [2020-12-30 12:32:45 main:574] : INFO : Epoch 924 | loss: 0.0311901 | val_loss: 0.0311969 | Time: 1864.74 ms [2020-12-30 12:32:46 main:574] : INFO : Epoch 925 | loss: 0.0311899 | val_loss: 0.0311969 | Time: 1869.41 ms [2020-12-30 12:32:48 main:574] : INFO : Epoch 926 | loss: 0.0311895 | val_loss: 0.0311968 | Time: 1849.21 ms [2020-12-30 12:32:50 main:574] : INFO : Epoch 927 | loss: 0.031189 | val_loss: 0.0311981 | Time: 1873.14 ms [2020-12-30 12:32:52 main:574] : INFO : Epoch 928 | loss: 0.03119 | val_loss: 0.031201 | Time: 1868.98 ms [2020-12-30 12:32:54 main:574] : INFO : Epoch 929 | loss: 0.0311923 | val_loss: 0.0312014 | Time: 1870.03 ms [2020-12-30 12:32:56 main:574] : INFO : Epoch 930 | loss: 0.0311922 | val_loss: 0.0312006 | Time: 1876.04 ms [2020-12-30 12:32:58 main:574] : INFO : Epoch 931 | loss: 0.0311905 | val_loss: 0.0311972 | Time: 1878.87 ms [2020-12-30 12:33:00 main:574] : INFO : Epoch 932 | loss: 0.0311894 | val_loss: 0.0311977 | Time: 1870.12 ms [2020-12-30 12:33:01 main:574] : INFO : Epoch 933 | loss: 0.0311904 | val_loss: 0.031201 | Time: 1869.4 ms [2020-12-30 12:33:03 main:574] : INFO : Epoch 934 | loss: 0.0311912 | val_loss: 0.031198 | Time: 1847.42 ms [2020-12-30 12:33:05 main:574] : INFO : Epoch 935 | loss: 0.0311919 | val_loss: 0.0312043 | Time: 1874.49 ms [2020-12-30 12:33:07 main:574] : INFO : Epoch 936 | loss: 0.031191 | val_loss: 0.0312 | Time: 1870.75 ms [2020-12-30 12:33:09 main:574] : INFO : Epoch 937 | loss: 0.0311911 | val_loss: 0.0311994 | Time: 1857.44 ms [2020-12-30 12:33:11 main:574] : INFO : Epoch 938 | loss: 0.031191 | val_loss: 0.0311967 | Time: 1878.26 ms [2020-12-30 12:33:13 main:574] : INFO : Epoch 939 | loss: 0.031191 | val_loss: 0.0311973 | Time: 1872.14 ms [2020-12-30 12:33:15 main:574] : INFO : Epoch 940 | loss: 0.0311897 | val_loss: 0.0311968 | Time: 1869.26 ms [2020-12-30 12:33:17 main:574] : INFO : Epoch 941 | loss: 0.0311897 | val_loss: 0.0311984 | Time: 1883.52 ms [2020-12-30 12:33:18 main:574] : INFO : Epoch 942 | loss: 0.0311902 | val_loss: 0.0311969 | Time: 1870.67 ms [2020-12-30 12:33:20 main:574] : INFO : Epoch 943 | loss: 0.0311906 | val_loss: 0.0311978 | Time: 1862.17 ms [2020-12-30 12:33:22 main:574] : INFO : Epoch 944 | loss: 0.0311924 | val_loss: 0.031201 | Time: 1852.88 ms [2020-12-30 12:33:24 main:574] : INFO : Epoch 945 | loss: 0.0311916 | val_loss: 0.0311982 | Time: 1868.87 ms [2020-12-30 12:33:26 main:574] : INFO : Epoch 946 | loss: 0.0311904 | val_loss: 0.0311982 | Time: 1861.94 ms [2020-12-30 12:33:28 main:574] : INFO : Epoch 947 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 1877.34 ms [2020-12-30 12:33:30 main:574] : INFO : Epoch 948 | loss: 0.0311907 | val_loss: 0.031198 | Time: 1859 ms [2020-12-30 12:33:32 main:574] : INFO : Epoch 949 | loss: 0.0311945 | val_loss: 0.0312026 | Time: 1872.66 ms [2020-12-30 12:33:33 main:574] : INFO : Epoch 950 | loss: 0.0311941 | val_loss: 0.0312122 | Time: 1857.64 ms [2020-12-30 12:33:35 main:574] : INFO : Epoch 951 | loss: 0.031202 | val_loss: 0.0312013 | Time: 1860.36 ms [2020-12-30 12:33:37 main:574] : INFO : Epoch 952 | loss: 0.035673 | val_loss: 0.0325825 | Time: 1868.99 ms [2020-12-30 12:33:39 main:574] : INFO : Epoch 953 | loss: 0.0427985 | val_loss: 0.0324841 | Time: 1865.36 ms [2020-12-30 12:33:41 main:574] : INFO : Epoch 954 | loss: 0.0330575 | val_loss: 0.0319567 | Time: 1855.11 ms [2020-12-30 12:33:43 main:574] : INFO : Epoch 955 | loss: 0.0315892 | val_loss: 0.0312903 | Time: 1894.67 ms [2020-12-30 12:33:45 main:574] : INFO : Epoch 956 | loss: 0.0312648 | val_loss: 0.0312389 | Time: 1839.73 ms [2020-12-30 12:33:47 main:574] : INFO : Epoch 957 | loss: 0.0312247 | val_loss: 0.0312179 | Time: 1878.68 ms [2020-12-30 12:33:48 main:574] : INFO : Epoch 958 | loss: 0.0312148 | val_loss: 0.031213 | Time: 1875.61 ms [2020-12-30 12:33:50 main:574] : INFO : Epoch 959 | loss: 0.0312113 | val_loss: 0.0312101 | Time: 1852.35 ms [2020-12-30 12:33:52 main:574] : INFO : Epoch 960 | loss: 0.031209 | val_loss: 0.031209 | Time: 1834.24 ms [2020-12-30 12:33:54 main:574] : INFO : Epoch 961 | loss: 0.031208 | val_loss: 0.0312094 | Time: 1863.69 ms [2020-12-30 12:33:56 main:574] : INFO : Epoch 962 | loss: 0.0312068 | val_loss: 0.0312073 | Time: 1843.82 ms [2020-12-30 12:33:58 main:574] : INFO : Epoch 963 | loss: 0.0312056 | val_loss: 0.0312058 | Time: 1880.67 ms [2020-12-30 12:34:00 main:574] : INFO : Epoch 964 | loss: 0.0312024 | val_loss: 0.0312042 | Time: 1854.99 ms [2020-12-30 12:34:02 main:574] : INFO : Epoch 965 | loss: 0.0312004 | val_loss: 0.0312032 | Time: 1880.97 ms [2020-12-30 12:34:03 main:574] : INFO : Epoch 966 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 1847.63 ms [2020-12-30 12:34:05 main:574] : INFO : Epoch 967 | loss: 0.0311991 | val_loss: 0.031203 | Time: 1860.02 ms [2020-12-30 12:34:07 main:574] : INFO : Epoch 968 | loss: 0.031198 | val_loss: 0.0312011 | Time: 1854.64 ms [2020-12-30 12:34:09 main:574] : INFO : Epoch 969 | loss: 0.0311975 | val_loss: 0.0312006 | Time: 1858.54 ms [2020-12-30 12:34:11 main:574] : INFO : Epoch 970 | loss: 0.0311972 | val_loss: 0.0312004 | Time: 1857.76 ms [2020-12-30 12:34:13 main:574] : INFO : Epoch 971 | loss: 0.0311966 | val_loss: 0.0312 | Time: 1869.61 ms [2020-12-30 12:34:15 main:574] : INFO : Epoch 972 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 1863.5 ms [2020-12-30 12:34:17 main:574] : INFO : Epoch 973 | loss: 0.0311956 | val_loss: 0.0311995 | Time: 1875.64 ms [2020-12-30 12:34:18 main:574] : INFO : Epoch 974 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 1857.12 ms [2020-12-30 12:34:20 main:574] : INFO : Epoch 975 | loss: 0.0311951 | val_loss: 0.0311991 | Time: 1861.17 ms [2020-12-30 12:34:22 main:574] : INFO : Epoch 976 | loss: 0.0311948 | val_loss: 0.0311984 | Time: 1853.17 ms [2020-12-30 12:34:24 main:574] : INFO : Epoch 977 | loss: 0.0311947 | val_loss: 0.0312 | Time: 1886.96 ms [2020-12-30 12:34:26 main:574] : INFO : Epoch 978 | loss: 0.0311955 | val_loss: 0.0311984 | Time: 1845.16 ms [2020-12-30 12:34:28 main:574] : INFO : Epoch 979 | loss: 0.0311938 | val_loss: 0.0311994 | Time: 1865.51 ms [2020-12-30 12:34:30 main:574] : INFO : Epoch 980 | loss: 0.0311932 | val_loss: 0.0311985 | Time: 1879.33 ms [2020-12-30 12:34:32 main:574] : INFO : Epoch 981 | loss: 0.0311932 | val_loss: 0.0311978 | Time: 1868.5 ms [2020-12-30 12:34:33 main:574] : INFO : Epoch 982 | loss: 0.0311923 | val_loss: 0.0311973 | Time: 1856.68 ms [2020-12-30 12:34:35 main:574] : INFO : Epoch 983 | loss: 0.0311926 | val_loss: 0.0311982 | Time: 1879.54 ms [2020-12-30 12:34:37 main:574] : INFO : Epoch 984 | loss: 0.0311922 | val_loss: 0.0311996 | Time: 1853.29 ms [2020-12-30 12:34:39 main:574] : INFO : Epoch 985 | loss: 0.0311923 | val_loss: 0.0311974 | Time: 1857.84 ms [2020-12-30 12:34:41 main:574] : INFO : Epoch 986 | loss: 0.0311914 | val_loss: 0.0311976 | Time: 1854.86 ms [2020-12-30 12:34:43 main:574] : INFO : Epoch 987 | loss: 0.0311919 | val_loss: 0.0311969 | Time: 1863.57 ms [2020-12-30 12:34:45 main:574] : INFO : Epoch 988 | loss: 0.0311911 | val_loss: 0.0311987 | Time: 1845.67 ms [2020-12-30 12:34:47 main:574] : INFO : Epoch 989 | loss: 0.031191 | val_loss: 0.0311971 | Time: 1868.33 ms [2020-12-30 12:34:48 main:574] : INFO : Epoch 990 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 1844.1 ms [2020-12-30 12:34:50 main:574] : INFO : Epoch 991 | loss: 0.0311911 | val_loss: 0.0311976 | Time: 1872.59 ms [2020-12-30 12:34:52 main:574] : INFO : Epoch 992 | loss: 0.0311917 | val_loss: 0.0311978 | Time: 1853.99 ms [2020-12-30 12:34:54 main:574] : INFO : Epoch 993 | loss: 0.0311909 | val_loss: 0.0311962 | Time: 1875.35 ms [2020-12-30 12:34:56 main:574] : INFO : Epoch 994 | loss: 0.0311899 | val_loss: 0.0311959 | Time: 1856.68 ms [2020-12-30 12:34:58 main:574] : INFO : Epoch 995 | loss: 0.0311901 | val_loss: 0.0311987 | Time: 1889.09 ms [2020-12-30 12:35:00 main:574] : INFO : Epoch 996 | loss: 0.0311911 | val_loss: 0.0312002 | Time: 1859.93 ms [2020-12-30 12:35:02 main:574] : INFO : Epoch 997 | loss: 0.0311905 | val_loss: 0.0311959 | Time: 1875.85 ms [2020-12-30 12:35:04 main:574] : INFO : Epoch 998 | loss: 0.0311897 | val_loss: 0.0311989 | Time: 1922.48 ms [2020-12-30 12:35:05 main:574] : INFO : Epoch 999 | loss: 0.0311902 | val_loss: 0.0311997 | Time: 1852.89 ms [2020-12-30 12:35:07 main:574] : INFO : Epoch 1000 | loss: 0.0311914 | val_loss: 0.0311978 | Time: 1852.56 ms [2020-12-30 12:35:09 main:574] : INFO : Epoch 1001 | loss: 0.0311896 | val_loss: 0.0311959 | Time: 1889.56 ms [2020-12-30 12:35:11 main:574] : INFO : Epoch 1002 | loss: 0.0311889 | val_loss: 0.0311954 | Time: 1860.92 ms [2020-12-30 12:35:13 main:574] : INFO : Epoch 1003 | loss: 0.0311891 | val_loss: 0.0311969 | Time: 1873.38 ms [2020-12-30 12:35:15 main:574] : INFO : Epoch 1004 | loss: 0.0311896 | val_loss: 0.0311958 | Time: 1839.15 ms [2020-12-30 12:35:17 main:574] : INFO : Epoch 1005 | loss: 0.0311889 | val_loss: 0.0311954 | Time: 1886.65 ms [2020-12-30 12:35:19 main:574] : INFO : Epoch 1006 | loss: 0.0311893 | val_loss: 0.031196 | Time: 1860.26 ms [2020-12-30 12:35:20 main:574] : INFO : Epoch 1007 | loss: 0.0311892 | val_loss: 0.031197 | Time: 1862.9 ms [2020-12-30 12:35:22 main:574] : INFO : Epoch 1008 | loss: 0.0311895 | val_loss: 0.031196 | Time: 1875.79 ms [2020-12-30 12:35:24 main:574] : INFO : Epoch 1009 | loss: 0.0311895 | val_loss: 0.0311957 | Time: 1874.83 ms [2020-12-30 12:35:26 main:574] : INFO : Epoch 1010 | loss: 0.0311886 | val_loss: 0.0311972 | Time: 1854.38 ms [2020-12-30 12:35:28 main:574] : INFO : Epoch 1011 | loss: 0.0311882 | val_loss: 0.0311962 | Time: 1862.18 ms [2020-12-30 12:35:30 main:574] : INFO : Epoch 1012 | loss: 0.0311892 | val_loss: 0.0311983 | Time: 1884.83 ms [2020-12-30 12:35:32 main:574] : INFO : Epoch 1013 | loss: 0.0311924 | val_loss: 0.0312019 | Time: 1853.05 ms [2020-12-30 12:35:34 main:574] : INFO : Epoch 1014 | loss: 0.0311937 | val_loss: 0.0311987 | Time: 1870.21 ms [2020-12-30 12:35:35 main:574] : INFO : Epoch 1015 | loss: 0.0311914 | val_loss: 0.0311981 | Time: 1855.41 ms [2020-12-30 12:35:37 main:574] : INFO : Epoch 1016 | loss: 0.0311916 | val_loss: 0.0311973 | Time: 1846.22 ms [2020-12-30 12:35:39 main:574] : INFO : Epoch 1017 | loss: 0.0311914 | val_loss: 0.0311968 | Time: 1855.5 ms [2020-12-30 12:35:41 main:574] : INFO : Epoch 1018 | loss: 0.0311909 | val_loss: 0.0311956 | Time: 1883.14 ms [2020-12-30 12:35:43 main:574] : INFO : Epoch 1019 | loss: 0.0311907 | val_loss: 0.0311964 | Time: 1870.16 ms [2020-12-30 12:35:45 main:574] : INFO : Epoch 1020 | loss: 0.0311905 | val_loss: 0.0311973 | Time: 1867.65 ms [2020-12-30 12:35:47 main:574] : INFO : Epoch 1021 | loss: 0.0311916 | val_loss: 0.0311959 | Time: 1871.26 ms [2020-12-30 12:35:49 main:574] : INFO : Epoch 1022 | loss: 0.0311912 | val_loss: 0.0311954 | Time: 1859.26 ms [2020-12-30 12:35:50 main:574] : INFO : Epoch 1023 | loss: 0.0311908 | val_loss: 0.0311955 | Time: 1844.75 ms [2020-12-30 12:35:52 main:574] : INFO : Epoch 1024 | loss: 0.0311914 | val_loss: 0.0311966 | Time: 1856 ms [2020-12-30 12:35:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311966 [2020-12-30 12:35:52 main:603] : INFO : Saving end state to config to file [2020-12-30 12:35:52 main:608] : INFO : Success, exiting.. 12:35:52 (5300): 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)