Task 3431158
| Name | ParityMachine-1605454723-10664-9_0 |
| Workunit | 1674416 |
| Created | 26 Dec 2020, 16:01:53 UTC |
| Sent | 27 Dec 2020, 12:19:27 UTC |
| Report deadline | 3 Jan 2021, 12:19:27 UTC |
| Received | 27 Dec 2020, 17:10:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 32 min 16 sec |
| CPU time | 31 min 44 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>
main:574] : INFO : Epoch 514 | loss: 0.0311854 | val_loss: 0.0311935 | Time: 1859.76 ms
[2020-12-27 17:54:00 main:574] : INFO : Epoch 515 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 1860.36 ms
[2020-12-27 17:54:02 main:574] : INFO : Epoch 516 | loss: 0.0311876 | val_loss: 0.0311982 | Time: 1865.33 ms
[2020-12-27 17:54:04 main:574] : INFO : Epoch 517 | loss: 0.0311868 | val_loss: 0.0311996 | Time: 1858.13 ms
[2020-12-27 17:54:05 main:574] : INFO : Epoch 518 | loss: 0.0311898 | val_loss: 0.0311916 | Time: 1847.01 ms
[2020-12-27 17:54:07 main:574] : INFO : Epoch 519 | loss: 0.0311926 | val_loss: 0.0311915 | Time: 1871.01 ms
[2020-12-27 17:54:09 main:574] : INFO : Epoch 520 | loss: 0.0311864 | val_loss: 0.0311897 | Time: 1849.67 ms
[2020-12-27 17:54:11 main:574] : INFO : Epoch 521 | loss: 0.0311849 | val_loss: 0.0311912 | Time: 1865.16 ms
[2020-12-27 17:54:13 main:574] : INFO : Epoch 522 | loss: 0.0311853 | val_loss: 0.031192 | Time: 1856.36 ms
[2020-12-27 17:54:15 main:574] : INFO : Epoch 523 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 1870.42 ms
[2020-12-27 17:54:17 main:574] : INFO : Epoch 524 | loss: 0.0311923 | val_loss: 0.0311982 | Time: 1836.08 ms
[2020-12-27 17:54:19 main:574] : INFO : Epoch 525 | loss: 0.0311886 | val_loss: 0.0311899 | Time: 1894.2 ms
[2020-12-27 17:54:20 main:574] : INFO : Epoch 526 | loss: 0.0311862 | val_loss: 0.031196 | Time: 1845.55 ms
[2020-12-27 17:54:22 main:574] : INFO : Epoch 527 | loss: 0.0311875 | val_loss: 0.0311886 | Time: 1847.02 ms
[2020-12-27 17:54:24 main:574] : INFO : Epoch 528 | loss: 0.0311838 | val_loss: 0.0311902 | Time: 1877.45 ms
[2020-12-27 17:54:26 main:574] : INFO : Epoch 529 | loss: 0.0311839 | val_loss: 0.0311913 | Time: 1847.98 ms
[2020-12-27 17:54:28 main:574] : INFO : Epoch 530 | loss: 0.0311839 | val_loss: 0.03119 | Time: 1869.24 ms
[2020-12-27 17:54:30 main:574] : INFO : Epoch 531 | loss: 0.0311882 | val_loss: 0.0311957 | Time: 1856.72 ms
[2020-12-27 17:54:32 main:574] : INFO : Epoch 532 | loss: 0.0311863 | val_loss: 0.0311923 | Time: 1854.73 ms
[2020-12-27 17:54:33 main:574] : INFO : Epoch 533 | loss: 0.0311853 | val_loss: 0.0311912 | Time: 1864 ms
[2020-12-27 17:54:35 main:574] : INFO : Epoch 534 | loss: 0.0311842 | val_loss: 0.0311899 | Time: 1875.91 ms
[2020-12-27 17:54:37 main:574] : INFO : Epoch 535 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 1847.18 ms
[2020-12-27 17:54:39 main:574] : INFO : Epoch 536 | loss: 0.0311828 | val_loss: 0.0311916 | Time: 1881.3 ms
[2020-12-27 17:54:41 main:574] : INFO : Epoch 537 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 1832.49 ms
[2020-12-27 17:54:43 main:574] : INFO : Epoch 538 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 1869.97 ms
[2020-12-27 17:54:45 main:574] : INFO : Epoch 539 | loss: 0.0311829 | val_loss: 0.03119 | Time: 1852.16 ms
[2020-12-27 17:54:47 main:574] : INFO : Epoch 540 | loss: 0.0311857 | val_loss: 0.0312013 | Time: 1866.49 ms
[2020-12-27 17:54:48 main:574] : INFO : Epoch 541 | loss: 0.0311854 | val_loss: 0.0311898 | Time: 1857.15 ms
[2020-12-27 17:54:50 main:574] : INFO : Epoch 542 | loss: 0.0311836 | val_loss: 0.0311894 | Time: 1876.22 ms
[2020-12-27 17:54:52 main:574] : INFO : Epoch 543 | loss: 0.0311839 | val_loss: 0.0311874 | Time: 1853.72 ms
[2020-12-27 17:54:54 main:574] : INFO : Epoch 544 | loss: 0.0311834 | val_loss: 0.0311881 | Time: 1887.12 ms
[2020-12-27 17:54:56 main:574] : INFO : Epoch 545 | loss: 0.0311835 | val_loss: 0.0311902 | Time: 1877.82 ms
[2020-12-27 17:54:58 main:574] : INFO : Epoch 546 | loss: 0.031184 | val_loss: 0.0311899 | Time: 1875.55 ms
[2020-12-27 17:55:00 main:574] : INFO : Epoch 547 | loss: 0.0311819 | val_loss: 0.031188 | Time: 1875.04 ms
[2020-12-27 17:55:02 main:574] : INFO : Epoch 548 | loss: 0.0311818 | val_loss: 0.0311902 | Time: 1872.49 ms
[2020-12-27 17:55:04 main:574] : INFO : Epoch 549 | loss: 0.0311812 | val_loss: 0.0311877 | Time: 1879.18 ms
[2020-12-27 17:55:05 main:574] : INFO : Epoch 550 | loss: 0.0311837 | val_loss: 0.0311918 | Time: 1893.62 ms
[2020-12-27 17:55:07 main:574] : INFO : Epoch 551 | loss: 0.0311861 | val_loss: 0.0311905 | Time: 1846.36 ms
[2020-12-27 17:55:09 main:574] : INFO : Epoch 552 | loss: 0.0311845 | val_loss: 0.0311934 | Time: 1877.44 ms
[2020-12-27 17:55:11 main:574] : INFO : Epoch 553 | loss: 0.0311861 | val_loss: 0.0312034 | Time: 1867.4 ms
[2020-12-27 17:55:13 main:574] : INFO : Epoch 554 | loss: 0.0311858 | val_loss: 0.0311883 | Time: 1865.23 ms
[2020-12-27 17:55:15 main:574] : INFO : Epoch 555 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 1886.86 ms
[2020-12-27 17:55:17 main:574] : INFO : Epoch 556 | loss: 0.0311814 | val_loss: 0.0311894 | Time: 1874.98 ms
[2020-12-27 17:55:19 main:574] : INFO : Epoch 557 | loss: 0.0311809 | val_loss: 0.0311894 | Time: 1863.02 ms
[2020-12-27 17:55:21 main:574] : INFO : Epoch 558 | loss: 0.0311805 | val_loss: 0.0311887 | Time: 1867.81 ms
[2020-12-27 17:55:22 main:574] : INFO : Epoch 559 | loss: 0.0311812 | val_loss: 0.0311902 | Time: 1859.77 ms
[2020-12-27 17:55:24 main:574] : INFO : Epoch 560 | loss: 0.0311804 | val_loss: 0.0311893 | Time: 1858.68 ms
[2020-12-27 17:55:26 main:574] : INFO : Epoch 561 | loss: 0.0311802 | val_loss: 0.0311921 | Time: 1872.76 ms
[2020-12-27 17:55:28 main:574] : INFO : Epoch 562 | loss: 0.031182 | val_loss: 0.0311879 | Time: 1867.02 ms
[2020-12-27 17:55:30 main:574] : INFO : Epoch 563 | loss: 0.0311831 | val_loss: 0.0311873 | Time: 1879.04 ms
[2020-12-27 17:55:32 main:574] : INFO : Epoch 564 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 1875.43 ms
[2020-12-27 17:55:34 main:574] : INFO : Epoch 565 | loss: 0.0311831 | val_loss: 0.0311881 | Time: 1866.07 ms
[2020-12-27 17:55:36 main:574] : INFO : Epoch 566 | loss: 0.0311829 | val_loss: 0.0311885 | Time: 1890.04 ms
[2020-12-27 17:55:37 main:574] : INFO : Epoch 567 | loss: 0.0311838 | val_loss: 0.0311878 | Time: 1853.27 ms
[2020-12-27 17:55:39 main:574] : INFO : Epoch 568 | loss: 0.0311813 | val_loss: 0.031189 | Time: 1858.95 ms
[2020-12-27 17:55:41 main:574] : INFO : Epoch 569 | loss: 0.031183 | val_loss: 0.0311898 | Time: 1859.46 ms
[2020-12-27 17:55:43 main:574] : INFO : Epoch 570 | loss: 0.0311824 | val_loss: 0.0311878 | Time: 1873.26 ms
[2020-12-27 17:55:45 main:574] : INFO : Epoch 571 | loss: 0.0311805 | val_loss: 0.0311878 | Time: 1865.35 ms
[2020-12-27 17:55:47 main:574] : INFO : Epoch 572 | loss: 0.0311804 | val_loss: 0.031189 | Time: 1844.49 ms
[2020-12-27 17:55:49 main:574] : INFO : Epoch 573 | loss: 0.0311815 | val_loss: 0.0311879 | Time: 1874.19 ms
[2020-12-27 17:55:51 main:574] : INFO : Epoch 574 | loss: 0.0311824 | val_loss: 0.0311946 | Time: 1879.52 ms
[2020-12-27 17:55:52 main:574] : INFO : Epoch 575 | loss: 0.0311796 | val_loss: 0.031187 | Time: 1864.12 ms
[2020-12-27 17:55:54 main:574] : INFO : Epoch 576 | loss: 0.0311805 | val_loss: 0.0311888 | Time: 1869.08 ms
[2020-12-27 17:55:56 main:574] : INFO : Epoch 577 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 1870.03 ms
[2020-12-27 17:55:58 main:574] : INFO : Epoch 578 | loss: 0.0311781 | val_loss: 0.0311879 | Time: 1883.43 ms
[2020-12-27 17:56:00 main:574] : INFO : Epoch 579 | loss: 0.0311799 | val_loss: 0.0311891 | Time: 1871.19 ms
[2020-12-27 17:56:02 main:574] : INFO : Epoch 580 | loss: 0.0311806 | val_loss: 0.0311877 | Time: 1838.43 ms
[2020-12-27 17:56:04 main:574] : INFO : Epoch 581 | loss: 0.0311795 | val_loss: 0.031191 | Time: 1868.29 ms
[2020-12-27 17:56:06 main:574] : INFO : Epoch 582 | loss: 0.0311787 | val_loss: 0.0311906 | Time: 1853.92 ms
[2020-12-27 17:56:07 main:574] : INFO : Epoch 583 | loss: 0.0311811 | val_loss: 0.031192 | Time: 1872.88 ms
[2020-12-27 17:56:09 main:574] : INFO : Epoch 584 | loss: 0.0311783 | val_loss: 0.0311893 | Time: 1860.97 ms
[2020-12-27 17:56:11 main:574] : INFO : Epoch 585 | loss: 0.0311818 | val_loss: 0.0311916 | Time: 1902.06 ms
[2020-12-27 17:56:13 main:574] : INFO : Epoch 586 | loss: 0.0311817 | val_loss: 0.0311876 | Time: 1875.03 ms
[2020-12-27 17:56:15 main:574] : INFO : Epoch 587 | loss: 0.0311833 | val_loss: 0.0311889 | Time: 1892.48 ms
[2020-12-27 17:56:17 main:574] : INFO : Epoch 588 | loss: 0.0311821 | val_loss: 0.0311871 | Time: 1860.18 ms
[2020-12-27 17:56:19 main:574] : INFO : Epoch 589 | loss: 0.0311785 | val_loss: 0.031188 | Time: 1888.19 ms
[2020-12-27 17:56:21 main:574] : INFO : Epoch 590 | loss: 0.0311808 | val_loss: 0.0311858 | Time: 1846.53 ms
[2020-12-27 17:56:23 main:574] : INFO : Epoch 591 | loss: 0.03118 | val_loss: 0.031191 | Time: 1853.87 ms
[2020-12-27 17:56:24 main:574] : INFO : Epoch 592 | loss: 0.0311833 | val_loss: 0.0311924 | Time: 1885.05 ms
[2020-12-27 17:56:26 main:574] : INFO : Epoch 593 | loss: 0.0311913 | val_loss: 0.0311929 | Time: 1862.88 ms
[2020-12-27 17:56:28 main:574] : INFO : Epoch 594 | loss: 0.0311898 | val_loss: 0.0311974 | Time: 1849.28 ms
[2020-12-27 17:56:30 main:574] : INFO : Epoch 595 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 1853.08 ms
[2020-12-27 17:56:32 main:574] : INFO : Epoch 596 | loss: 0.0311851 | val_loss: 0.0311936 | Time: 1858.15 ms
[2020-12-27 17:56:34 main:574] : INFO : Epoch 597 | loss: 0.0311869 | val_loss: 0.0312015 | Time: 1856.08 ms
[2020-12-27 17:56:36 main:574] : INFO : Epoch 598 | loss: 0.0311893 | val_loss: 0.0311901 | Time: 1866.07 ms
[2020-12-27 17:56:37 main:574] : INFO : Epoch 599 | loss: 0.0311839 | val_loss: 0.0311899 | Time: 1823.41 ms
[2020-12-27 17:56:39 main:574] : INFO : Epoch 600 | loss: 0.0311834 | val_loss: 0.0311913 | Time: 1868.99 ms
[2020-12-27 17:56:41 main:574] : INFO : Epoch 601 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 1867.28 ms
[2020-12-27 17:56:43 main:574] : INFO : Epoch 602 | loss: 0.0311833 | val_loss: 0.0311904 | Time: 1892.85 ms
[2020-12-27 17:56:45 main:574] : INFO : Epoch 603 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 1855.84 ms
[2020-12-27 17:56:47 main:574] : INFO : Epoch 604 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 1885.65 ms
[2020-12-27 17:56:49 main:574] : INFO : Epoch 605 | loss: 0.0311822 | val_loss: 0.03119 | Time: 1850.17 ms
[2020-12-27 17:56:51 main:574] : INFO : Epoch 606 | loss: 0.0311811 | val_loss: 0.0311899 | Time: 1869.86 ms
[2020-12-27 17:56:53 main:574] : INFO : Epoch 607 | loss: 0.0311813 | val_loss: 0.0311902 | Time: 1846.05 ms
[2020-12-27 17:56:54 main:574] : INFO : Epoch 608 | loss: 0.0311818 | val_loss: 0.0311948 | Time: 1871.88 ms
[2020-12-27 17:56:56 main:574] : INFO : Epoch 609 | loss: 0.0311817 | val_loss: 0.0311957 | Time: 1873.87 ms
[2020-12-27 17:56:58 main:574] : INFO : Epoch 610 | loss: 0.0311825 | val_loss: 0.0311939 | Time: 1858.8 ms
[2020-12-27 17:57:00 main:574] : INFO : Epoch 611 | loss: 0.031181 | val_loss: 0.0311985 | Time: 1871.97 ms
[2020-12-27 17:57:02 main:574] : INFO : Epoch 612 | loss: 0.0311896 | val_loss: 0.031197 | Time: 1864.91 ms
[2020-12-27 17:57:04 main:574] : INFO : Epoch 613 | loss: 0.0311853 | val_loss: 0.0311909 | Time: 1874.31 ms
[2020-12-27 17:57:06 main:574] : INFO : Epoch 614 | loss: 0.0311809 | val_loss: 0.0311906 | Time: 1876.52 ms
[2020-12-27 17:57:08 main:574] : INFO : Epoch 615 | loss: 0.0311795 | val_loss: 0.0311997 | Time: 1841.28 ms
[2020-12-27 17:57:09 main:574] : INFO : Epoch 616 | loss: 0.0311831 | val_loss: 0.0312155 | Time: 1892.31 ms
[2020-12-27 17:57:11 main:574] : INFO : Epoch 617 | loss: 0.0311821 | val_loss: 0.031191 | Time: 1863.63 ms
[2020-12-27 17:57:13 main:574] : INFO : Epoch 618 | loss: 0.031185 | val_loss: 0.0312141 | Time: 1875.37 ms
[2020-12-27 17:57:15 main:574] : INFO : Epoch 619 | loss: 0.0311861 | val_loss: 0.0312162 | Time: 1867.34 ms
[2020-12-27 17:57:17 main:574] : INFO : Epoch 620 | loss: 0.0311855 | val_loss: 0.0312051 | Time: 1871.55 ms
[2020-12-27 17:57:19 main:574] : INFO : Epoch 621 | loss: 0.0311853 | val_loss: 0.031202 | Time: 1868.77 ms
[2020-12-27 17:57:21 main:574] : INFO : Epoch 622 | loss: 0.0311802 | val_loss: 0.0312084 | Time: 1857.18 ms
[2020-12-27 17:57:23 main:574] : INFO : Epoch 623 | loss: 0.0311823 | val_loss: 0.0312044 | Time: 1832.84 ms
[2020-12-27 17:57:24 main:574] : INFO : Epoch 624 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 1880.43 ms
[2020-12-27 17:57:26 main:574] : INFO : Epoch 625 | loss: 0.0311809 | val_loss: 0.0311921 | Time: 1857.46 ms
[2020-12-27 17:57:28 main:574] : INFO : Epoch 626 | loss: 0.0311788 | val_loss: 0.0311895 | Time: 1891.97 ms
[2020-12-27 17:57:30 main:574] : INFO : Epoch 627 | loss: 0.0311818 | val_loss: 0.0311942 | Time: 1832.85 ms
[2020-12-27 17:57:32 main:574] : INFO : Epoch 628 | loss: 0.0311813 | val_loss: 0.0311989 | Time: 1878.55 ms
[2020-12-27 17:57:34 main:574] : INFO : Epoch 629 | loss: 0.0311808 | val_loss: 0.0312016 | Time: 1863.2 ms
[2020-12-27 17:57:36 main:574] : INFO : Epoch 630 | loss: 0.0311779 | val_loss: 0.0311985 | Time: 1864.9 ms
[2020-12-27 17:57:38 main:574] : INFO : Epoch 631 | loss: 0.0311836 | val_loss: 0.0311957 | Time: 1874.14 ms
[2020-12-27 17:57:39 main:574] : INFO : Epoch 632 | loss: 0.0311798 | val_loss: 0.0312046 | Time: 1871.56 ms
[2020-12-27 17:57:41 main:574] : INFO : Epoch 633 | loss: 0.0311808 | val_loss: 0.0311999 | Time: 1847.58 ms
[2020-12-27 17:57:43 main:574] : INFO : Epoch 634 | loss: 0.0311794 | val_loss: 0.0312032 | Time: 1871.72 ms
[2020-12-27 17:57:45 main:574] : INFO : Epoch 635 | loss: 0.0311789 | val_loss: 0.0312055 | Time: 1873.62 ms
[2020-12-27 17:57:47 main:574] : INFO : Epoch 636 | loss: 0.0311806 | val_loss: 0.0312058 | Time: 1864.77 ms
[2020-12-27 17:57:49 main:574] : INFO : Epoch 637 | loss: 0.0311809 | val_loss: 0.0312053 | Time: 1857.43 ms
[2020-12-27 17:57:51 main:574] : INFO : Epoch 638 | loss: 0.0311778 | val_loss: 0.0312077 | Time: 1875.34 ms
[2020-12-27 17:57:53 main:574] : INFO : Epoch 639 | loss: 0.0311773 | val_loss: 0.0312098 | Time: 1862 ms
[2020-12-27 17:57:55 main:574] : INFO : Epoch 640 | loss: 0.0311805 | val_loss: 0.0312069 | Time: 1884.93 ms
[2020-12-27 17:57:56 main:574] : INFO : Epoch 641 | loss: 0.0311776 | val_loss: 0.0312098 | Time: 1844.61 ms
[2020-12-27 17:57:58 main:574] : INFO : Epoch 642 | loss: 0.0311771 | val_loss: 0.0312096 | Time: 1864.09 ms
[2020-12-27 17:58:00 main:574] : INFO : Epoch 643 | loss: 0.0311779 | val_loss: 0.0312218 | Time: 1882.34 ms
[2020-12-27 17:58:02 main:574] : INFO : Epoch 644 | loss: 0.0311814 | val_loss: 0.0312081 | Time: 1860.24 ms
[2020-12-27 17:58:04 main:574] : INFO : Epoch 645 | loss: 0.0311787 | val_loss: 0.0312126 | Time: 1867.66 ms
[2020-12-27 17:58:06 main:574] : INFO : Epoch 646 | loss: 0.031179 | val_loss: 0.0312194 | Time: 1870.52 ms
[2020-12-27 17:58:08 main:574] : INFO : Epoch 647 | loss: 0.031183 | val_loss: 0.031209 | Time: 1874.68 ms
[2020-12-27 17:58:10 main:574] : INFO : Epoch 648 | loss: 0.0311767 | val_loss: 0.031209 | Time: 1867.53 ms
[2020-12-27 17:58:11 main:574] : INFO : Epoch 649 | loss: 0.031178 | val_loss: 0.0312096 | Time: 1865.56 ms
[2020-12-27 17:58:13 main:574] : INFO : Epoch 650 | loss: 0.0311802 | val_loss: 0.0312139 | Time: 1865.93 ms
[2020-12-27 17:58:15 main:574] : INFO : Epoch 651 | loss: 0.031178 | val_loss: 0.0312094 | Time: 1865.37 ms
[2020-12-27 17:58:17 main:574] : INFO : Epoch 652 | loss: 0.0311769 | val_loss: 0.0312097 | Time: 1867.53 ms
[2020-12-27 17:58:19 main:574] : INFO : Epoch 653 | loss: 0.0311789 | val_loss: 0.0312186 | Time: 1856.91 ms
[2020-12-27 17:58:21 main:574] : INFO : Epoch 654 | loss: 0.0311797 | val_loss: 0.031209 | Time: 1856.96 ms
[2020-12-27 17:58:23 main:574] : INFO : Epoch 655 | loss: 0.0311818 | val_loss: 0.0312051 | Time: 1878.46 ms
[2020-12-27 17:58:25 main:574] : INFO : Epoch 656 | loss: 0.0311764 | val_loss: 0.0312088 | Time: 1873 ms
[2020-12-27 17:58:26 main:574] : INFO : Epoch 657 | loss: 0.0311765 | val_loss: 0.03121 | Time: 1840.52 ms
[2020-12-27 17:58:28 main:574] : INFO : Epoch 658 | loss: 0.0311783 | val_loss: 0.0312097 | Time: 1862.96 ms
[2020-12-27 17:58:30 main:574] : INFO : Epoch 659 | loss: 0.0311836 | val_loss: 0.0312098 | Time: 1859.15 ms
[2020-12-27 17:58:32 main:574] : INFO : Epoch 660 | loss: 0.0311807 | val_loss: 0.0312116 | Time: 1902.13 ms
[2020-12-27 17:58:34 main:574] : INFO : Epoch 661 | loss: 0.0311783 | val_loss: 0.0312091 | Time: 1874.15 ms
[2020-12-27 17:58:36 main:574] : INFO : Epoch 662 | loss: 0.0311772 | val_loss: 0.031207 | Time: 1870.32 ms
[2020-12-27 17:58:38 main:574] : INFO : Epoch 663 | loss: 0.0311763 | val_loss: 0.0312102 | Time: 1859.41 ms
[2020-12-27 17:58:40 main:574] : INFO : Epoch 664 | loss: 0.0311753 | val_loss: 0.0312086 | Time: 1899.18 ms
[2020-12-27 17:58:42 main:574] : INFO : Epoch 665 | loss: 0.0311742 | val_loss: 0.0312098 | Time: 1866.6 ms
[2020-12-27 17:58:43 main:574] : INFO : Epoch 666 | loss: 0.0311734 | val_loss: 0.0312097 | Time: 1843.9 ms
[2020-12-27 17:58:45 main:574] : INFO : Epoch 667 | loss: 0.0311774 | val_loss: 0.031207 | Time: 1859.16 ms
[2020-12-27 17:58:47 main:574] : INFO : Epoch 668 | loss: 0.0311758 | val_loss: 0.0312088 | Time: 1890.69 ms
[2020-12-27 17:58:49 main:574] : INFO : Epoch 669 | loss: 0.0311752 | val_loss: 0.0312158 | Time: 1861.24 ms
[2020-12-27 17:58:51 main:574] : INFO : Epoch 670 | loss: 0.0311783 | val_loss: 0.0312053 | Time: 1858.74 ms
[2020-12-27 17:58:53 main:574] : INFO : Epoch 671 | loss: 0.0311767 | val_loss: 0.0312039 | Time: 1847.71 ms
[2020-12-27 17:58:55 main:574] : INFO : Epoch 672 | loss: 0.0311745 | val_loss: 0.031204 | Time: 1872.35 ms
[2020-12-27 17:58:57 main:574] : INFO : Epoch 673 | loss: 0.0311739 | val_loss: 0.0312099 | Time: 1888.73 ms
[2020-12-27 17:58:58 main:574] : INFO : Epoch 674 | loss: 0.0311821 | val_loss: 0.0312005 | Time: 1880.4 ms
[2020-12-27 17:59:00 main:574] : INFO : Epoch 675 | loss: 0.0311786 | val_loss: 0.031206 | Time: 1873.86 ms
[2020-12-27 17:59:02 main:574] : INFO : Epoch 676 | loss: 0.0311732 | val_loss: 0.0312062 | Time: 1864.16 ms
[2020-12-27 17:59:04 main:574] : INFO : Epoch 677 | loss: 0.0311753 | val_loss: 0.0312049 | Time: 1869.28 ms
[2020-12-27 17:59:06 main:574] : INFO : Epoch 678 | loss: 0.0311754 | val_loss: 0.0312004 | Time: 1875 ms
[2020-12-27 17:59:08 main:574] : INFO : Epoch 679 | loss: 0.0311756 | val_loss: 0.0312005 | Time: 1855.66 ms
[2020-12-27 17:59:10 main:574] : INFO : Epoch 680 | loss: 0.0311727 | val_loss: 0.0312028 | Time: 1846.63 ms
[2020-12-27 17:59:12 main:574] : INFO : Epoch 681 | loss: 0.0311756 | val_loss: 0.0312228 | Time: 1868.53 ms
[2020-12-27 17:59:14 main:574] : INFO : Epoch 682 | loss: 0.0311766 | val_loss: 0.031202 | Time: 1890.43 ms
[2020-12-27 17:59:15 main:574] : INFO : Epoch 683 | loss: 0.0311724 | val_loss: 0.0312018 | Time: 1881.73 ms
[2020-12-27 17:59:17 main:574] : INFO : Epoch 684 | loss: 0.0311711 | val_loss: 0.0312003 | Time: 1866.24 ms
[2020-12-27 17:59:19 main:574] : INFO : Epoch 685 | loss: 0.0311747 | val_loss: 0.0312105 | Time: 1851.58 ms
[2020-12-27 17:59:21 main:574] : INFO : Epoch 686 | loss: 0.0311738 | val_loss: 0.0312031 | Time: 1880.74 ms
[2020-12-27 17:59:23 main:574] : INFO : Epoch 687 | loss: 0.0311734 | val_loss: 0.0312077 | Time: 1850.73 ms
[2020-12-27 17:59:25 main:574] : INFO : Epoch 688 | loss: 0.0311723 | val_loss: 0.0312018 | Time: 1904.12 ms
[2020-12-27 17:59:27 main:574] : INFO : Epoch 689 | loss: 0.0311703 | val_loss: 0.0312029 | Time: 1865.17 ms
[2020-12-27 17:59:29 main:574] : INFO : Epoch 690 | loss: 0.0311709 | val_loss: 0.0312016 | Time: 1891.21 ms
[2020-12-27 17:59:31 main:574] : INFO : Epoch 691 | loss: 0.0311698 | val_loss: 0.0312057 | Time: 1863.16 ms
[2020-12-27 17:59:32 main:574] : INFO : Epoch 692 | loss: 0.0311704 | val_loss: 0.0312014 | Time: 1888.53 ms
[2020-12-27 17:59:34 main:574] : INFO : Epoch 693 | loss: 0.0311701 | val_loss: 0.0312047 | Time: 1877.73 ms
[2020-12-27 17:59:36 main:574] : INFO : Epoch 694 | loss: 0.0311703 | val_loss: 0.0312037 | Time: 1876.97 ms
[2020-12-27 17:59:38 main:574] : INFO : Epoch 695 | loss: 0.0311714 | val_loss: 0.0312007 | Time: 1877.61 ms
[2020-12-27 17:59:40 main:574] : INFO : Epoch 696 | loss: 0.0311696 | val_loss: 0.0312048 | Time: 1895.65 ms
[2020-12-27 17:59:42 main:574] : INFO : Epoch 697 | loss: 0.0311724 | val_loss: 0.0312023 | Time: 1875.27 ms
[2020-12-27 17:59:44 main:574] : INFO : Epoch 698 | loss: 0.0311736 | val_loss: 0.0312056 | Time: 1860.34 ms
[2020-12-27 17:59:46 main:574] : INFO : Epoch 699 | loss: 0.0311721 | val_loss: 0.0312011 | Time: 1861.85 ms
[2020-12-27 17:59:48 main:574] : INFO : Epoch 700 | loss: 0.0311704 | val_loss: 0.031199 | Time: 1886.5 ms
[2020-12-27 17:59:49 main:574] : INFO : Epoch 701 | loss: 0.0311707 | val_loss: 0.0311976 | Time: 1869.53 ms
[2020-12-27 17:59:51 main:574] : INFO : Epoch 702 | loss: 0.0311763 | val_loss: 0.0312018 | Time: 1884.33 ms
[2020-12-27 17:59:53 main:574] : INFO : Epoch 703 | loss: 0.0311713 | val_loss: 0.0311971 | Time: 1884.22 ms
[2020-12-27 17:59:55 main:574] : INFO : Epoch 704 | loss: 0.0311725 | val_loss: 0.0311994 | Time: 1873.88 ms
[2020-12-27 17:59:57 main:574] : INFO : Epoch 705 | loss: 0.0311703 | val_loss: 0.0311981 | Time: 1877.24 ms
[2020-12-27 17:59:59 main:574] : INFO : Epoch 706 | loss: 0.0311698 | val_loss: 0.0311839 | Time: 1885.34 ms
[2020-12-27 18:00:01 main:574] : INFO : Epoch 707 | loss: 0.03117 | val_loss: 0.0311839 | Time: 1870.41 ms
[2020-12-27 18:00:03 main:574] : INFO : Epoch 708 | loss: 0.0311705 | val_loss: 0.0311989 | Time: 1882.54 ms
[2020-12-27 18:00:05 main:574] : INFO : Epoch 709 | loss: 0.0311703 | val_loss: 0.0311999 | Time: 1880.81 ms
[2020-12-27 18:00:06 main:574] : INFO : Epoch 710 | loss: 0.0311735 | val_loss: 0.0312009 | Time: 1892.79 ms
[2020-12-27 18:00:08 main:574] : INFO : Epoch 711 | loss: 0.0311705 | val_loss: 0.031197 | Time: 1884.64 ms
[2020-12-27 18:00:10 main:574] : INFO : Epoch 712 | loss: 0.031169 | val_loss: 0.031202 | Time: 1897.89 ms
[2020-12-27 18:00:12 main:574] : INFO : Epoch 713 | loss: 0.0311713 | val_loss: 0.031181 | Time: 1854.37 ms
[2020-12-27 18:00:14 main:574] : INFO : Epoch 714 | loss: 0.0311696 | val_loss: 0.0311816 | Time: 1872.93 ms
[2020-12-27 18:00:16 main:574] : INFO : Epoch 715 | loss: 0.0311694 | val_loss: 0.0312001 | Time: 1857.52 ms
[2020-12-27 18:00:18 main:574] : INFO : Epoch 716 | loss: 0.0311722 | val_loss: 0.0312048 | Time: 1905.52 ms
[2020-12-27 18:00:20 main:574] : INFO : Epoch 717 | loss: 0.031176 | val_loss: 0.0311983 | Time: 1863.73 ms
[2020-12-27 18:00:22 main:574] : INFO : Epoch 718 | loss: 0.0311681 | val_loss: 0.0311978 | Time: 1891.18 ms
[2020-12-27 18:00:23 main:574] : INFO : Epoch 719 | loss: 0.0311705 | val_loss: 0.0312012 | Time: 1891.45 ms
[2020-12-27 18:00:25 main:574] : INFO : Epoch 720 | loss: 0.031171 | val_loss: 0.0312 | Time: 1894.02 ms
[2020-12-27 18:00:27 main:574] : INFO : Epoch 721 | loss: 0.0311709 | val_loss: 0.0311957 | Time: 1862.59 ms
[2020-12-27 18:00:29 main:574] : INFO : Epoch 722 | loss: 0.0311695 | val_loss: 0.0311969 | Time: 1883.37 ms
[2020-12-27 18:00:31 main:574] : INFO : Epoch 723 | loss: 0.0311735 | val_loss: 0.0311951 | Time: 1860.86 ms
[2020-12-27 18:00:33 main:574] : INFO : Epoch 724 | loss: 0.0311709 | val_loss: 0.0311966 | Time: 1869.35 ms
[2020-12-27 18:00:35 main:574] : INFO : Epoch 725 | loss: 0.0311724 | val_loss: 0.031197 | Time: 1883.46 ms
[2020-12-27 18:00:37 main:574] : INFO : Epoch 726 | loss: 0.0311711 | val_loss: 0.0312037 | Time: 1892.1 ms
[2020-12-27 18:00:39 main:574] : INFO : Epoch 727 | loss: 0.0311754 | val_loss: 0.0311944 | Time: 1874.94 ms
[2020-12-27 18:00:41 main:574] : INFO : Epoch 728 | loss: 0.0311698 | val_loss: 0.0311879 | Time: 1878.95 ms
[2020-12-27 18:00:42 main:574] : INFO : Epoch 729 | loss: 0.0311688 | val_loss: 0.0311947 | Time: 1856.5 ms
[2020-12-27 18:00:44 main:574] : INFO : Epoch 730 | loss: 0.0311689 | val_loss: 0.0311953 | Time: 1859.53 ms
[2020-12-27 18:00:46 main:574] : INFO : Epoch 731 | loss: 0.0311703 | val_loss: 0.0311988 | Time: 1871.99 ms
[2020-12-27 18:00:48 main:574] : INFO : Epoch 732 | loss: 0.0311697 | val_loss: 0.0311994 | Time: 1875.26 ms
[2020-12-27 18:00:50 main:574] : INFO : Epoch 733 | loss: 0.0311685 | val_loss: 0.0311963 | Time: 1882.26 ms
[2020-12-27 18:00:52 main:574] : INFO : Epoch 734 | loss: 0.0311687 | val_loss: 0.0311982 | Time: 1869.17 ms
[2020-12-27 18:00:54 main:574] : INFO : Epoch 735 | loss: 0.0311677 | val_loss: 0.0311981 | Time: 1868.02 ms
[2020-12-27 18:00:56 main:574] : INFO : Epoch 736 | loss: 0.0311692 | val_loss: 0.0311964 | Time: 1866.97 ms
[2020-12-27 18:00:57 main:574] : INFO : Epoch 737 | loss: 0.0311701 | val_loss: 0.031198 | Time: 1875.19 ms
[2020-12-27 18:00:59 main:574] : INFO : Epoch 738 | loss: 0.0311733 | val_loss: 0.0312137 | Time: 1889.3 ms
[2020-12-27 18:01:01 main:574] : INFO : Epoch 739 | loss: 0.0311769 | val_loss: 0.0311903 | Time: 1892.5 ms
[2020-12-27 18:01:03 main:574] : INFO : Epoch 740 | loss: 0.0311785 | val_loss: 0.0311949 | Time: 1883.7 ms
[2020-12-27 18:01:05 main:574] : INFO : Epoch 741 | loss: 0.0311755 | val_loss: 0.0311995 | Time: 1881.11 ms
[2020-12-27 18:01:07 main:574] : INFO : Epoch 742 | loss: 0.0311761 | val_loss: 0.0311991 | Time: 1863.45 ms
[2020-12-27 18:01:09 main:574] : INFO : Epoch 743 | loss: 0.0311768 | val_loss: 0.031199 | Time: 1863.27 ms
[2020-12-27 18:01:11 main:574] : INFO : Epoch 744 | loss: 0.0311759 | val_loss: 0.0311992 | Time: 1866.68 ms
[2020-12-27 18:01:13 main:574] : INFO : Epoch 745 | loss: 0.0311719 | val_loss: 0.0311974 | Time: 1883.28 ms
[2020-12-27 18:01:14 main:574] : INFO : Epoch 746 | loss: 0.0311719 | val_loss: 0.0311963 | Time: 1879.78 ms
[2020-12-27 18:01:16 main:574] : INFO : Epoch 747 | loss: 0.0311702 | val_loss: 0.0311965 | Time: 1878.64 ms
[2020-12-27 18:01:18 main:574] : INFO : Epoch 748 | loss: 0.0311719 | val_loss: 0.0311947 | Time: 1883.7 ms
[2020-12-27 18:01:20 main:574] : INFO : Epoch 749 | loss: 0.0311761 | val_loss: 0.0311841 | Time: 1878.61 ms
[2020-12-27 18:01:22 main:574] : INFO : Epoch 750 | loss: 0.0311701 | val_loss: 0.0311959 | Time: 1901.3 ms
[2020-12-27 18:01:24 main:574] : INFO : Epoch 751 | loss: 0.0311713 | val_loss: 0.0311836 | Time: 1880.57 ms
[2020-12-27 18:01:26 main:574] : INFO : Epoch 752 | loss: 0.0311793 | val_loss: 0.0311841 | Time: 1866.5 ms
[2020-12-27 18:01:28 main:574] : INFO : Epoch 753 | loss: 0.0311792 | val_loss: 0.0311836 | Time: 1876.07 ms
[2020-12-27 18:01:30 main:574] : INFO : Epoch 754 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 1863.21 ms
[2020-12-27 18:01:31 main:574] : INFO : Epoch 755 | loss: 0.0311752 | val_loss: 0.0311843 | Time: 1886.89 ms
[2020-12-27 18:01:33 main:574] : INFO : Epoch 756 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1871.47 ms
[2020-12-27 18:01:35 main:574] : INFO : Epoch 757 | loss: 0.0311733 | val_loss: 0.031183 | Time: 1862.84 ms
[2020-12-27 18:01:37 main:574] : INFO : Epoch 758 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 1865.02 ms
[2020-12-27 18:01:39 main:574] : INFO : Epoch 759 | loss: 0.0311753 | val_loss: 0.0311852 | Time: 1900.39 ms
[2020-12-27 18:01:41 main:574] : INFO : Epoch 760 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 1862.82 ms
[2020-12-27 18:01:43 main:574] : INFO : Epoch 761 | loss: 0.0311734 | val_loss: 0.0311827 | Time: 1876.13 ms
[2020-12-27 18:01:45 main:574] : INFO : Epoch 762 | loss: 0.031172 | val_loss: 0.0311868 | Time: 1881.01 ms
[2020-12-27 18:01:47 main:574] : INFO : Epoch 763 | loss: 0.0311738 | val_loss: 0.0311897 | Time: 1884.67 ms
[2020-12-27 18:01:48 main:574] : INFO : Epoch 764 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 1857.83 ms
[2020-12-27 18:01:50 main:574] : INFO : Epoch 765 | loss: 0.0311722 | val_loss: 0.031191 | Time: 1867.14 ms
[2020-12-27 18:01:52 main:574] : INFO : Epoch 766 | loss: 0.0311763 | val_loss: 0.0311811 | Time: 1874 ms
[2020-12-27 18:01:54 main:574] : INFO : Epoch 767 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 1899.69 ms
[2020-12-27 18:01:56 main:574] : INFO : Epoch 768 | loss: 0.0311712 | val_loss: 0.0311808 | Time: 1863.9 ms
[2020-12-27 18:01:58 main:574] : INFO : Epoch 769 | loss: 0.0311749 | val_loss: 0.0311793 | Time: 1883.27 ms
[2020-12-27 18:02:00 main:574] : INFO : Epoch 770 | loss: 0.0311762 | val_loss: 0.0311824 | Time: 1879.58 ms
[2020-12-27 18:02:02 main:574] : INFO : Epoch 771 | loss: 0.0311737 | val_loss: 0.031185 | Time: 1897.31 ms
[2020-12-27 18:02:04 main:574] : INFO : Epoch 772 | loss: 0.0311719 | val_loss: 0.03118 | Time: 1878.71 ms
[2020-12-27 18:02:05 main:574] : INFO : Epoch 773 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 1896.43 ms
[2020-12-27 18:02:07 main:574] : INFO : Epoch 774 | loss: 0.0311728 | val_loss: 0.0311844 | Time: 1877.6 ms
[2020-12-27 18:02:09 main:574] : INFO : Epoch 775 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 1877.24 ms
[2020-12-27 18:02:11 main:574] : INFO : Epoch 776 | loss: 0.0311709 | val_loss: 0.0311803 | Time: 1872.79 ms
[2020-12-27 18:02:13 main:574] : INFO : Epoch 777 | loss: 0.0311717 | val_loss: 0.0311882 | Time: 1870.67 ms
[2020-12-27 18:02:15 main:574] : INFO : Epoch 778 | loss: 0.0311754 | val_loss: 0.0311818 | Time: 1869.38 ms
[2020-12-27 18:02:17 main:574] : INFO : Epoch 779 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 1903.25 ms
[2020-12-27 18:02:19 main:574] : INFO : Epoch 780 | loss: 0.0311714 | val_loss: 0.0311804 | Time: 1873.71 ms
[2020-12-27 18:02:21 main:574] : INFO : Epoch 781 | loss: 0.0311702 | val_loss: 0.0311825 | Time: 1887.1 ms
[2020-12-27 18:02:22 main:574] : INFO : Epoch 782 | loss: 0.0311715 | val_loss: 0.0311813 | Time: 1846.49 ms
[2020-12-27 18:02:24 main:574] : INFO : Epoch 783 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 1875.24 ms
[2020-12-27 18:02:26 main:574] : INFO : Epoch 784 | loss: 0.0311695 | val_loss: 0.0311836 | Time: 1868.22 ms
[2020-12-27 18:02:28 main:574] : INFO : Epoch 785 | loss: 0.0311704 | val_loss: 0.0311819 | Time: 1876.12 ms
[2020-12-27 18:02:30 main:574] : INFO : Epoch 786 | loss: 0.0311737 | val_loss: 0.0311884 | Time: 1872.98 ms
[2020-12-27 18:02:32 main:574] : INFO : Epoch 787 | loss: 0.0311723 | val_loss: 0.03118 | Time: 1875.84 ms
[2020-12-27 18:02:34 main:574] : INFO : Epoch 788 | loss: 0.0311714 | val_loss: 0.0311797 | Time: 1857.98 ms
[2020-12-27 18:02:36 main:574] : INFO : Epoch 789 | loss: 0.0311722 | val_loss: 0.0311807 | Time: 1875.83 ms
[2020-12-27 18:02:37 main:574] : INFO : Epoch 790 | loss: 0.0311726 | val_loss: 0.03118 | Time: 1879.92 ms
[2020-12-27 18:02:39 main:574] : INFO : Epoch 791 | loss: 0.0311747 | val_loss: 0.0311829 | Time: 1865.46 ms
[2020-12-27 18:02:41 main:574] : INFO : Epoch 792 | loss: 0.0311693 | val_loss: 0.0311792 | Time: 1885.75 ms
[2020-12-27 18:02:43 main:574] : INFO : Epoch 793 | loss: 0.031168 | val_loss: 0.0311803 | Time: 1838.24 ms
[2020-12-27 18:02:45 main:574] : INFO : Epoch 794 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1861.85 ms
[2020-12-27 18:02:47 main:574] : INFO : Epoch 795 | loss: 0.0311768 | val_loss: 0.0311813 | Time: 1879.52 ms
[2020-12-27 18:02:49 main:574] : INFO : Epoch 796 | loss: 0.0311722 | val_loss: 0.0311856 | Time: 1845.35 ms
[2020-12-27 18:02:51 main:574] : INFO : Epoch 797 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 1890.24 ms
[2020-12-27 18:02:52 main:574] : INFO : Epoch 798 | loss: 0.0311722 | val_loss: 0.0311834 | Time: 1855.87 ms
[2020-12-27 18:02:54 main:574] : INFO : Epoch 799 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 1871.16 ms
[2020-12-27 18:02:56 main:574] : INFO : Epoch 800 | loss: 0.0311699 | val_loss: 0.0311819 | Time: 1857.91 ms
[2020-12-27 18:02:58 main:574] : INFO : Epoch 801 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 1876.78 ms
[2020-12-27 18:03:00 main:574] : INFO : Epoch 802 | loss: 0.0311736 | val_loss: 0.031182 | Time: 1871.61 ms
[2020-12-27 18:03:02 main:574] : INFO : Epoch 803 | loss: 0.0311729 | val_loss: 0.031194 | Time: 1889.57 ms
[2020-12-27 18:03:04 main:574] : INFO : Epoch 804 | loss: 0.0311773 | val_loss: 0.0311941 | Time: 1845.4 ms
[2020-12-27 18:03:06 main:574] : INFO : Epoch 805 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 1868.78 ms
[2020-12-27 18:03:07 main:574] : INFO : Epoch 806 | loss: 0.0311708 | val_loss: 0.0311804 | Time: 1857.95 ms
[2020-12-27 18:03:09 main:574] : INFO : Epoch 807 | loss: 0.0311752 | val_loss: 0.0311877 | Time: 1869.76 ms
[2020-12-27 18:03:11 main:574] : INFO : Epoch 808 | loss: 0.0311748 | val_loss: 0.0311866 | Time: 1870.42 ms
[2020-12-27 18:03:13 main:574] : INFO : Epoch 809 | loss: 0.0311774 | val_loss: 0.0311894 | Time: 1862.82 ms
[2020-12-27 18:03:15 main:574] : INFO : Epoch 810 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1877.31 ms
[2020-12-27 18:03:17 main:574] : INFO : Epoch 811 | loss: 0.031172 | val_loss: 0.0311835 | Time: 1888.03 ms
[2020-12-27 18:03:19 main:574] : INFO : Epoch 812 | loss: 0.0311725 | val_loss: 0.0311785 | Time: 1881.36 ms
[2020-12-27 18:03:21 main:574] : INFO : Epoch 813 | loss: 0.0311702 | val_loss: 0.0311803 | Time: 1882.13 ms
[2020-12-27 18:03:23 main:574] : INFO : Epoch 814 | loss: 0.0311692 | val_loss: 0.0311822 | Time: 1890.1 ms
[2020-12-27 18:03:24 main:574] : INFO : Epoch 815 | loss: 0.0311717 | val_loss: 0.031179 | Time: 1878.44 ms
[2020-12-27 18:03:26 main:574] : INFO : Epoch 816 | loss: 0.0311701 | val_loss: 0.0311785 | Time: 1887.62 ms
[2020-12-27 18:03:28 main:574] : INFO : Epoch 817 | loss: 0.0311694 | val_loss: 0.0311784 | Time: 1878.25 ms
[2020-12-27 18:03:30 main:574] : INFO : Epoch 818 | loss: 0.0311679 | val_loss: 0.0311794 | Time: 1863.87 ms
[2020-12-27 18:03:32 main:574] : INFO : Epoch 819 | loss: 0.0311699 | val_loss: 0.0311896 | Time: 1881.75 ms
[2020-12-27 18:03:34 main:574] : INFO : Epoch 820 | loss: 0.0311743 | val_loss: 0.031186 | Time: 1877.48 ms
[2020-12-27 18:03:36 main:574] : INFO : Epoch 821 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1883.79 ms
[2020-12-27 18:03:38 main:574] : INFO : Epoch 822 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 1863.39 ms
[2020-12-27 18:03:40 main:574] : INFO : Epoch 823 | loss: 0.0311819 | val_loss: 0.0311816 | Time: 1879.26 ms
[2020-12-27 18:03:41 main:574] : INFO : Epoch 824 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 1867.69 ms
[2020-12-27 18:03:43 main:574] : INFO : Epoch 825 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 1890.25 ms
[2020-12-27 18:03:45 main:574] : INFO : Epoch 826 | loss: 0.031181 | val_loss: 0.031183 | Time: 1865.41 ms
[2020-12-27 18:03:47 main:574] : INFO : Epoch 827 | loss: 0.0311774 | val_loss: 0.0311867 | Time: 1871.18 ms
[2020-12-27 18:03:49 main:574] : INFO : Epoch 828 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 1864.42 ms
[2020-12-27 18:03:51 main:574] : INFO : Epoch 829 | loss: 0.0311766 | val_loss: 0.0311811 | Time: 1850.93 ms
[2020-12-27 18:03:53 main:574] : INFO : Epoch 830 | loss: 0.0311767 | val_loss: 0.031181 | Time: 1864.78 ms
[2020-12-27 18:03:55 main:574] : INFO : Epoch 831 | loss: 0.0311746 | val_loss: 0.031184 | Time: 1880.28 ms
[2020-12-27 18:03:56 main:574] : INFO : Epoch 832 | loss: 0.0311753 | val_loss: 0.0311871 | Time: 1886.58 ms
[2020-12-27 18:03:58 main:574] : INFO : Epoch 833 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 1867.94 ms
[2020-12-27 18:04:00 main:574] : INFO : Epoch 834 | loss: 0.0311736 | val_loss: 0.0311876 | Time: 1863.49 ms
[2020-12-27 18:04:02 main:574] : INFO : Epoch 835 | loss: 0.0311785 | val_loss: 0.0311905 | Time: 1883.92 ms
[2020-12-27 18:04:04 main:574] : INFO : Epoch 836 | loss: 0.0311757 | val_loss: 0.031184 | Time: 1897.67 ms
[2020-12-27 18:04:06 main:574] : INFO : Epoch 837 | loss: 0.0311724 | val_loss: 0.0311801 | Time: 1890.61 ms
[2020-12-27 18:04:08 main:574] : INFO : Epoch 838 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 1883.9 ms
[2020-12-27 18:04:10 main:574] : INFO : Epoch 839 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 1864.16 ms
[2020-12-27 18:04:12 main:574] : INFO : Epoch 840 | loss: 0.0311717 | val_loss: 0.0311829 | Time: 1880.27 ms
[2020-12-27 18:04:13 main:574] : INFO : Epoch 841 | loss: 0.0311721 | val_loss: 0.0311804 | Time: 1883.13 ms
[2020-12-27 18:04:15 main:574] : INFO : Epoch 842 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 1891.49 ms
[2020-12-27 18:04:17 main:574] : INFO : Epoch 843 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 1894.26 ms
[2020-12-27 18:04:19 main:574] : INFO : Epoch 844 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 1885.03 ms
[2020-12-27 18:04:21 main:574] : INFO : Epoch 845 | loss: 0.031171 | val_loss: 0.0311841 | Time: 1879.59 ms
[2020-12-27 18:04:23 main:574] : INFO : Epoch 846 | loss: 0.031174 | val_loss: 0.0311805 | Time: 1865.19 ms
[2020-12-27 18:04:25 main:574] : INFO : Epoch 847 | loss: 0.0311694 | val_loss: 0.0311789 | Time: 1889.21 ms
[2020-12-27 18:04:27 main:574] : INFO : Epoch 848 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 1882.57 ms
[2020-12-27 18:04:29 main:574] : INFO : Epoch 849 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 1867.83 ms
[2020-12-27 18:04:30 main:574] : INFO : Epoch 850 | loss: 0.031169 | val_loss: 0.0311831 | Time: 1876.27 ms
[2020-12-27 18:04:32 main:574] : INFO : Epoch 851 | loss: 0.0311715 | val_loss: 0.0311796 | Time: 1904.66 ms
[2020-12-27 18:04:34 main:574] : INFO : Epoch 852 | loss: 0.031174 | val_loss: 0.0311841 | Time: 1857.27 ms
[2020-12-27 18:04:36 main:574] : INFO : Epoch 853 | loss: 0.031169 | val_loss: 0.0311786 | Time: 1876.8 ms
[2020-12-27 18:04:38 main:574] : INFO : Epoch 854 | loss: 0.0311699 | val_loss: 0.0311828 | Time: 1862.42 ms
[2020-12-27 18:04:40 main:574] : INFO : Epoch 855 | loss: 0.0311724 | val_loss: 0.0311869 | Time: 1886.51 ms
[2020-12-27 18:04:42 main:574] : INFO : Epoch 856 | loss: 0.0311699 | val_loss: 0.031182 | Time: 1870.48 ms
[2020-12-27 18:04:44 main:574] : INFO : Epoch 857 | loss: 0.0311702 | val_loss: 0.0311795 | Time: 1857.68 ms
[2020-12-27 18:04:46 main:574] : INFO : Epoch 858 | loss: 0.0311711 | val_loss: 0.0311834 | Time: 1883.34 ms
[2020-12-27 18:04:47 main:574] : INFO : Epoch 859 | loss: 0.0311706 | val_loss: 0.0311799 | Time: 1885.22 ms
[2020-12-27 18:04:49 main:574] : INFO : Epoch 860 | loss: 0.0311696 | val_loss: 0.0311815 | Time: 1876.8 ms
[2020-12-27 18:04:51 main:574] : INFO : Epoch 861 | loss: 0.0311698 | val_loss: 0.0311793 | Time: 1891.17 ms
[2020-12-27 18:04:53 main:574] : INFO : Epoch 862 | loss: 0.0311681 | val_loss: 0.0311818 | Time: 1873.17 ms
[2020-12-27 18:04:55 main:574] : INFO : Epoch 863 | loss: 0.0311707 | val_loss: 0.0311794 | Time: 1877.96 ms
[2020-12-27 18:04:57 main:574] : INFO : Epoch 864 | loss: 0.0311689 | val_loss: 0.03118 | Time: 1867.85 ms
[2020-12-27 18:04:59 main:574] : INFO : Epoch 865 | loss: 0.0311679 | val_loss: 0.0311797 | Time: 1881.93 ms
[2020-12-27 18:05:01 main:574] : INFO : Epoch 866 | loss: 0.0311686 | val_loss: 0.0311834 | Time: 1885.69 ms
[2020-12-27 18:05:03 main:574] : INFO : Epoch 867 | loss: 0.0311674 | val_loss: 0.0311816 | Time: 1897.46 ms
[2020-12-27 18:05:04 main:574] : INFO : Epoch 868 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 1885.96 ms
[2020-12-27 18:05:06 main:574] : INFO : Epoch 869 | loss: 0.0311749 | val_loss: 0.0311802 | Time: 1896.52 ms
[2020-12-27 18:05:08 main:574] : INFO : Epoch 870 | loss: 0.0311716 | val_loss: 0.0311831 | Time: 1852.23 ms
[2020-12-27 18:05:10 main:574] : INFO : Epoch 871 | loss: 0.0311685 | val_loss: 0.0311783 | Time: 1876.24 ms
[2020-12-27 18:05:12 main:574] : INFO : Epoch 872 | loss: 0.0311699 | val_loss: 0.0311825 | Time: 1880.48 ms
[2020-12-27 18:05:14 main:574] : INFO : Epoch 873 | loss: 0.0311706 | val_loss: 0.0311837 | Time: 1858.25 ms
[2020-12-27 18:05:16 main:574] : INFO : Epoch 874 | loss: 0.0311676 | val_loss: 0.0311841 | Time: 1882.34 ms
[2020-12-27 18:05:18 main:574] : INFO : Epoch 875 | loss: 0.0311668 | val_loss: 0.0311864 | Time: 1918.41 ms
[2020-12-27 18:05:20 main:574] : INFO : Epoch 876 | loss: 0.031168 | val_loss: 0.0311814 | Time: 1876.2 ms
[2020-12-27 18:05:21 main:574] : INFO : Epoch 877 | loss: 0.0311678 | val_loss: 0.0311814 | Time: 1866.15 ms
[2020-12-27 18:05:23 main:574] : INFO : Epoch 878 | loss: 0.0311657 | val_loss: 0.031194 | Time: 1857.06 ms
[2020-12-27 18:05:25 main:574] : INFO : Epoch 879 | loss: 0.031169 | val_loss: 0.0311847 | Time: 1891.49 ms
[2020-12-27 18:05:27 main:574] : INFO : Epoch 880 | loss: 0.0311712 | val_loss: 0.0311861 | Time: 1878.06 ms
[2020-12-27 18:05:29 main:574] : INFO : Epoch 881 | loss: 0.0311684 | val_loss: 0.0311803 | Time: 1856.17 ms
[2020-12-27 18:05:31 main:574] : INFO : Epoch 882 | loss: 0.0311737 | val_loss: 0.0311794 | Time: 1858.28 ms
[2020-12-27 18:05:33 main:574] : INFO : Epoch 883 | loss: 0.031172 | val_loss: 0.0311795 | Time: 1874.62 ms
[2020-12-27 18:05:35 main:574] : INFO : Epoch 884 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 1861.94 ms
[2020-12-27 18:05:37 main:574] : INFO : Epoch 885 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 1883.4 ms
[2020-12-27 18:05:38 main:574] : INFO : Epoch 886 | loss: 0.0311677 | val_loss: 0.031185 | Time: 1870.19 ms
[2020-12-27 18:05:40 main:574] : INFO : Epoch 887 | loss: 0.03117 | val_loss: 0.0311946 | Time: 1867.45 ms
[2020-12-27 18:05:42 main:574] : INFO : Epoch 888 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 1877.38 ms
[2020-12-27 18:05:44 main:574] : INFO : Epoch 889 | loss: 0.0311693 | val_loss: 0.0311816 | Time: 1877.79 ms
[2020-12-27 18:05:46 main:574] : INFO : Epoch 890 | loss: 0.0311679 | val_loss: 0.0311781 | Time: 1872.44 ms
[2020-12-27 18:05:48 main:574] : INFO : Epoch 891 | loss: 0.0311673 | val_loss: 0.0311771 | Time: 1892.02 ms
[2020-12-27 18:05:50 main:574] : INFO : Epoch 892 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 1889.48 ms
[2020-12-27 18:05:52 main:574] : INFO : Epoch 893 | loss: 0.031166 | val_loss: 0.0311779 | Time: 1888.98 ms
[2020-12-27 18:05:54 main:574] : INFO : Epoch 894 | loss: 0.031169 | val_loss: 0.0311845 | Time: 1869.07 ms
[2020-12-27 18:05:55 main:574] : INFO : Epoch 895 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 1902.51 ms
[2020-12-27 18:05:57 main:574] : INFO : Epoch 896 | loss: 0.0311694 | val_loss: 0.0311783 | Time: 1866.48 ms
[2020-12-27 18:05:59 main:574] : INFO : Epoch 897 | loss: 0.0311675 | val_loss: 0.031178 | Time: 1888.71 ms
[2020-12-27 18:06:01 main:574] : INFO : Epoch 898 | loss: 0.0311679 | val_loss: 0.0311811 | Time: 1881.4 ms
[2020-12-27 18:06:03 main:574] : INFO : Epoch 899 | loss: 0.0311676 | val_loss: 0.0311807 | Time: 1888.38 ms
[2020-12-27 18:06:05 main:574] : INFO : Epoch 900 | loss: 0.0311693 | val_loss: 0.0311793 | Time: 1875 ms
[2020-12-27 18:06:07 main:574] : INFO : Epoch 901 | loss: 0.031166 | val_loss: 0.0311822 | Time: 1878.56 ms
[2020-12-27 18:06:09 main:574] : INFO : Epoch 902 | loss: 0.0311683 | val_loss: 0.0311818 | Time: 1865.7 ms
[2020-12-27 18:06:11 main:574] : INFO : Epoch 903 | loss: 0.0311689 | val_loss: 0.031182 | Time: 1908.15 ms
[2020-12-27 18:06:12 main:574] : INFO : Epoch 904 | loss: 0.0311702 | val_loss: 0.0311841 | Time: 1876.48 ms
[2020-12-27 18:06:14 main:574] : INFO : Epoch 905 | loss: 0.0311681 | val_loss: 0.0311867 | Time: 1867.25 ms
[2020-12-27 18:06:16 main:574] : INFO : Epoch 906 | loss: 0.0311657 | val_loss: 0.0311806 | Time: 1874.21 ms
[2020-12-27 18:06:18 main:574] : INFO : Epoch 907 | loss: 0.0311667 | val_loss: 0.0311825 | Time: 1872.1 ms
[2020-12-27 18:06:20 main:574] : INFO : Epoch 908 | loss: 0.0311656 | val_loss: 0.0311891 | Time: 1880.25 ms
[2020-12-27 18:06:22 main:574] : INFO : Epoch 909 | loss: 0.0311669 | val_loss: 0.0311844 | Time: 1868.49 ms
[2020-12-27 18:06:24 main:574] : INFO : Epoch 910 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1872.81 ms
[2020-12-27 18:06:26 main:574] : INFO : Epoch 911 | loss: 0.0311683 | val_loss: 0.0311823 | Time: 1872.58 ms
[2020-12-27 18:06:28 main:574] : INFO : Epoch 912 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 1856.29 ms
[2020-12-27 18:06:29 main:574] : INFO : Epoch 913 | loss: 0.0311657 | val_loss: 0.031179 | Time: 1852.35 ms
[2020-12-27 18:06:31 main:574] : INFO : Epoch 914 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 1862.33 ms
[2020-12-27 18:06:33 main:574] : INFO : Epoch 915 | loss: 0.031166 | val_loss: 0.0311834 | Time: 1886.04 ms
[2020-12-27 18:06:35 main:574] : INFO : Epoch 916 | loss: 0.031165 | val_loss: 0.0311791 | Time: 1860.39 ms
[2020-12-27 18:06:37 main:574] : INFO : Epoch 917 | loss: 0.0311647 | val_loss: 0.0311785 | Time: 1858.93 ms
[2020-12-27 18:06:39 main:574] : INFO : Epoch 918 | loss: 0.0311654 | val_loss: 0.0311801 | Time: 1872.3 ms
[2020-12-27 18:06:41 main:574] : INFO : Epoch 919 | loss: 0.0311681 | val_loss: 0.0311819 | Time: 1885.66 ms
[2020-12-27 18:06:43 main:574] : INFO : Epoch 920 | loss: 0.0311702 | val_loss: 0.0311881 | Time: 1861.36 ms
[2020-12-27 18:06:44 main:574] : INFO : Epoch 921 | loss: 0.0311683 | val_loss: 0.0311787 | Time: 1874.24 ms
[2020-12-27 18:06:46 main:574] : INFO : Epoch 922 | loss: 0.0311673 | val_loss: 0.031182 | Time: 1848.9 ms
[2020-12-27 18:06:48 main:574] : INFO : Epoch 923 | loss: 0.031168 | val_loss: 0.031181 | Time: 1873.39 ms
[2020-12-27 18:06:50 main:574] : INFO : Epoch 924 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 1873.45 ms
[2020-12-27 18:06:52 main:574] : INFO : Epoch 925 | loss: 0.0311663 | val_loss: 0.0311792 | Time: 1865.1 ms
[2020-12-27 18:06:54 main:574] : INFO : Epoch 926 | loss: 0.0311657 | val_loss: 0.0311826 | Time: 1847.22 ms
[2020-12-27 18:06:56 main:574] : INFO : Epoch 927 | loss: 0.0311704 | val_loss: 0.0311815 | Time: 1868.95 ms
[2020-12-27 18:06:58 main:574] : INFO : Epoch 928 | loss: 0.0311678 | val_loss: 0.031183 | Time: 1879.04 ms
[2020-12-27 18:07:00 main:574] : INFO : Epoch 929 | loss: 0.0311666 | val_loss: 0.0311833 | Time: 1886.4 ms
[2020-12-27 18:07:01 main:574] : INFO : Epoch 930 | loss: 0.0311725 | val_loss: 0.0311875 | Time: 1870.54 ms
[2020-12-27 18:07:03 main:574] : INFO : Epoch 931 | loss: 0.0311736 | val_loss: 0.0311796 | Time: 1880.55 ms
[2020-12-27 18:07:05 main:574] : INFO : Epoch 932 | loss: 0.0311669 | val_loss: 0.0311811 | Time: 1867.16 ms
[2020-12-27 18:07:07 main:574] : INFO : Epoch 933 | loss: 0.0311662 | val_loss: 0.0311856 | Time: 1883.3 ms
[2020-12-27 18:07:09 main:574] : INFO : Epoch 934 | loss: 0.031168 | val_loss: 0.0311817 | Time: 1877.22 ms
[2020-12-27 18:07:11 main:574] : INFO : Epoch 935 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 1868.55 ms
[2020-12-27 18:07:13 main:574] : INFO : Epoch 936 | loss: 0.0311673 | val_loss: 0.0311808 | Time: 1862.01 ms
[2020-12-27 18:07:15 main:574] : INFO : Epoch 937 | loss: 0.031167 | val_loss: 0.031178 | Time: 1866.53 ms
[2020-12-27 18:07:16 main:574] : INFO : Epoch 938 | loss: 0.0311659 | val_loss: 0.0311788 | Time: 1869.41 ms
[2020-12-27 18:07:18 main:574] : INFO : Epoch 939 | loss: 0.0311695 | val_loss: 0.0311856 | Time: 1856.21 ms
[2020-12-27 18:07:20 main:574] : INFO : Epoch 940 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 1872.73 ms
[2020-12-27 18:07:22 main:574] : INFO : Epoch 941 | loss: 0.0311678 | val_loss: 0.0311791 | Time: 1896.33 ms
[2020-12-27 18:07:24 main:574] : INFO : Epoch 942 | loss: 0.0311656 | val_loss: 0.0311793 | Time: 1846.92 ms
[2020-12-27 18:07:26 main:574] : INFO : Epoch 943 | loss: 0.0311671 | val_loss: 0.0311791 | Time: 1860.7 ms
[2020-12-27 18:07:28 main:574] : INFO : Epoch 944 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 1847.38 ms
[2020-12-27 18:07:30 main:574] : INFO : Epoch 945 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 1864.56 ms
[2020-12-27 18:07:31 main:574] : INFO : Epoch 946 | loss: 0.0311654 | val_loss: 0.031177 | Time: 1850.16 ms
[2020-12-27 18:07:33 main:574] : INFO : Epoch 947 | loss: 0.0311637 | val_loss: 0.031177 | Time: 1884.45 ms
[2020-12-27 18:07:35 main:574] : INFO : Epoch 948 | loss: 0.0311654 | val_loss: 0.0311809 | Time: 1861.23 ms
[2020-12-27 18:07:37 main:574] : INFO : Epoch 949 | loss: 0.03117 | val_loss: 0.0311817 | Time: 1863.2 ms
[2020-12-27 18:07:39 main:574] : INFO : Epoch 950 | loss: 0.0311666 | val_loss: 0.0311798 | Time: 1846.47 ms
[2020-12-27 18:07:41 main:574] : INFO : Epoch 951 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 1883.38 ms
[2020-12-27 18:07:43 main:574] : INFO : Epoch 952 | loss: 0.0311662 | val_loss: 0.0311774 | Time: 1864.31 ms
[2020-12-27 18:07:45 main:574] : INFO : Epoch 953 | loss: 0.0311654 | val_loss: 0.0311765 | Time: 1879.76 ms
[2020-12-27 18:07:47 main:574] : INFO : Epoch 954 | loss: 0.0311644 | val_loss: 0.0311783 | Time: 1875.49 ms
[2020-12-27 18:07:48 main:574] : INFO : Epoch 955 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 1855.38 ms
[2020-12-27 18:07:50 main:574] : INFO : Epoch 956 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 1838.97 ms
[2020-12-27 18:07:52 main:574] : INFO : Epoch 957 | loss: 0.031164 | val_loss: 0.0311764 | Time: 1861.95 ms
[2020-12-27 18:07:54 main:574] : INFO : Epoch 958 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 1837.81 ms
[2020-12-27 18:07:56 main:574] : INFO : Epoch 959 | loss: 0.031163 | val_loss: 0.0311768 | Time: 1869.82 ms
[2020-12-27 18:07:58 main:574] : INFO : Epoch 960 | loss: 0.0311625 | val_loss: 0.0311773 | Time: 1849.15 ms
[2020-12-27 18:08:00 main:574] : INFO : Epoch 961 | loss: 0.0311643 | val_loss: 0.0311768 | Time: 1863.89 ms
[2020-12-27 18:08:01 main:574] : INFO : Epoch 962 | loss: 0.0311619 | val_loss: 0.0311779 | Time: 1850.55 ms
[2020-12-27 18:08:03 main:574] : INFO : Epoch 963 | loss: 0.0311613 | val_loss: 0.0311805 | Time: 1881.31 ms
[2020-12-27 18:08:05 main:574] : INFO : Epoch 964 | loss: 0.0311631 | val_loss: 0.0311794 | Time: 1852.19 ms
[2020-12-27 18:08:07 main:574] : INFO : Epoch 965 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 1865.84 ms
[2020-12-27 18:08:09 main:574] : INFO : Epoch 966 | loss: 0.0311632 | val_loss: 0.0311827 | Time: 1863.13 ms
[2020-12-27 18:08:11 main:574] : INFO : Epoch 967 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 1860.31 ms
[2020-12-27 18:08:13 main:574] : INFO : Epoch 968 | loss: 0.0311674 | val_loss: 0.0311821 | Time: 1855.98 ms
[2020-12-27 18:08:15 main:574] : INFO : Epoch 969 | loss: 0.031166 | val_loss: 0.0311783 | Time: 1862.62 ms
[2020-12-27 18:08:16 main:574] : INFO : Epoch 970 | loss: 0.0311654 | val_loss: 0.0311826 | Time: 1860.87 ms
[2020-12-27 18:08:18 main:574] : INFO : Epoch 971 | loss: 0.031166 | val_loss: 0.0311793 | Time: 1864.07 ms
[2020-12-27 18:08:20 main:574] : INFO : Epoch 972 | loss: 0.0311648 | val_loss: 0.0311779 | Time: 1861.25 ms
[2020-12-27 18:08:22 main:574] : INFO : Epoch 973 | loss: 0.0311651 | val_loss: 0.0311886 | Time: 1860.85 ms
[2020-12-27 18:08:24 main:574] : INFO : Epoch 974 | loss: 0.0311659 | val_loss: 0.0311793 | Time: 1846.51 ms
[2020-12-27 18:08:26 main:574] : INFO : Epoch 975 | loss: 0.0311626 | val_loss: 0.031178 | Time: 1870.81 ms
[2020-12-27 18:08:28 main:574] : INFO : Epoch 976 | loss: 0.0311627 | val_loss: 0.0311785 | Time: 1882.35 ms
[2020-12-27 18:08:30 main:574] : INFO : Epoch 977 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 1863.37 ms
[2020-12-27 18:08:31 main:574] : INFO : Epoch 978 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1851.96 ms
[2020-12-27 18:08:33 main:574] : INFO : Epoch 979 | loss: 0.0311622 | val_loss: 0.031176 | Time: 1872.43 ms
[2020-12-27 18:08:35 main:574] : INFO : Epoch 980 | loss: 0.0311627 | val_loss: 0.0311767 | Time: 1878.16 ms
[2020-12-27 18:08:37 main:574] : INFO : Epoch 981 | loss: 0.0311653 | val_loss: 0.0311774 | Time: 1873.92 ms
[2020-12-27 18:08:39 main:574] : INFO : Epoch 982 | loss: 0.031174 | val_loss: 0.031195 | Time: 1858.54 ms
[2020-12-27 18:08:41 main:574] : INFO : Epoch 983 | loss: 0.0311757 | val_loss: 0.0311796 | Time: 1865.13 ms
[2020-12-27 18:08:43 main:574] : INFO : Epoch 984 | loss: 0.0311705 | val_loss: 0.0311779 | Time: 1853.38 ms
[2020-12-27 18:08:45 main:574] : INFO : Epoch 985 | loss: 0.0311709 | val_loss: 0.031183 | Time: 1870.35 ms
[2020-12-27 18:08:47 main:574] : INFO : Epoch 986 | loss: 0.031174 | val_loss: 0.0311784 | Time: 1861.8 ms
[2020-12-27 18:08:48 main:574] : INFO : Epoch 987 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 1866.76 ms
[2020-12-27 18:08:50 main:574] : INFO : Epoch 988 | loss: 0.0311687 | val_loss: 0.0311832 | Time: 1854.6 ms
[2020-12-27 18:08:52 main:574] : INFO : Epoch 989 | loss: 0.031169 | val_loss: 0.0311831 | Time: 1879.69 ms
[2020-12-27 18:08:54 main:574] : INFO : Epoch 990 | loss: 0.0311702 | val_loss: 0.0311789 | Time: 1861.72 ms
[2020-12-27 18:08:56 main:574] : INFO : Epoch 991 | loss: 0.0311689 | val_loss: 0.0311789 | Time: 1859.78 ms
[2020-12-27 18:08:58 main:574] : INFO : Epoch 992 | loss: 0.0311664 | val_loss: 0.0311808 | Time: 1887.3 ms
[2020-12-27 18:09:00 main:574] : INFO : Epoch 993 | loss: 0.031168 | val_loss: 0.0311792 | Time: 1864.25 ms
[2020-12-27 18:09:02 main:574] : INFO : Epoch 994 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 1873.03 ms
[2020-12-27 18:09:03 main:574] : INFO : Epoch 995 | loss: 0.0311659 | val_loss: 0.031177 | Time: 1866.47 ms
[2020-12-27 18:09:05 main:574] : INFO : Epoch 996 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 1872.94 ms
[2020-12-27 18:09:07 main:574] : INFO : Epoch 997 | loss: 0.031176 | val_loss: 0.0311806 | Time: 1870.28 ms
[2020-12-27 18:09:09 main:574] : INFO : Epoch 998 | loss: 0.0311742 | val_loss: 0.0311824 | Time: 1875.98 ms
[2020-12-27 18:09:11 main:574] : INFO : Epoch 999 | loss: 0.0311736 | val_loss: 0.0311787 | Time: 1902.78 ms
[2020-12-27 18:09:13 main:574] : INFO : Epoch 1000 | loss: 0.0311723 | val_loss: 0.0311849 | Time: 1844.26 ms
[2020-12-27 18:09:15 main:574] : INFO : Epoch 1001 | loss: 0.0311761 | val_loss: 0.0311975 | Time: 1860.48 ms
[2020-12-27 18:09:17 main:574] : INFO : Epoch 1002 | loss: 0.0311735 | val_loss: 0.0311788 | Time: 1855.59 ms
[2020-12-27 18:09:19 main:574] : INFO : Epoch 1003 | loss: 0.0311678 | val_loss: 0.0311774 | Time: 1878.13 ms
[2020-12-27 18:09:20 main:574] : INFO : Epoch 1004 | loss: 0.0311667 | val_loss: 0.0311783 | Time: 1882.9 ms
[2020-12-27 18:09:22 main:574] : INFO : Epoch 1005 | loss: 0.0311663 | val_loss: 0.0311803 | Time: 1865.21 ms
[2020-12-27 18:09:24 main:574] : INFO : Epoch 1006 | loss: 0.0311664 | val_loss: 0.0311835 | Time: 1855.96 ms
[2020-12-27 18:09:26 main:574] : INFO : Epoch 1007 | loss: 0.0311684 | val_loss: 0.0311838 | Time: 1854.07 ms
[2020-12-27 18:09:28 main:574] : INFO : Epoch 1008 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 1861.53 ms
[2020-12-27 18:09:30 main:574] : INFO : Epoch 1009 | loss: 0.0311652 | val_loss: 0.031176 | Time: 1850.35 ms
[2020-12-27 18:09:32 main:574] : INFO : Epoch 1010 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 1851.07 ms
[2020-12-27 18:09:33 main:574] : INFO : Epoch 1011 | loss: 0.0311648 | val_loss: 0.0311809 | Time: 1871.35 ms
[2020-12-27 18:09:35 main:574] : INFO : Epoch 1012 | loss: 0.0311649 | val_loss: 0.031175 | Time: 1866.98 ms
[2020-12-27 18:09:37 main:574] : INFO : Epoch 1013 | loss: 0.0311634 | val_loss: 0.0311775 | Time: 1859.21 ms
[2020-12-27 18:09:39 main:574] : INFO : Epoch 1014 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 1852.99 ms
[2020-12-27 18:09:41 main:574] : INFO : Epoch 1015 | loss: 0.0311633 | val_loss: 0.0311797 | Time: 1874.7 ms
[2020-12-27 18:09:43 main:574] : INFO : Epoch 1016 | loss: 0.031163 | val_loss: 0.031175 | Time: 1854.75 ms
[2020-12-27 18:09:45 main:574] : INFO : Epoch 1017 | loss: 0.0311658 | val_loss: 0.0311762 | Time: 1857.13 ms
[2020-12-27 18:09:47 main:574] : INFO : Epoch 1018 | loss: 0.0311654 | val_loss: 0.0311766 | Time: 1861 ms
[2020-12-27 18:09:48 main:574] : INFO : Epoch 1019 | loss: 0.0311629 | val_loss: 0.0311748 | Time: 1867.78 ms
[2020-12-27 18:09:50 main:574] : INFO : Epoch 1020 | loss: 0.0311628 | val_loss: 0.0311765 | Time: 1867.74 ms
[2020-12-27 18:09:52 main:574] : INFO : Epoch 1021 | loss: 0.0311653 | val_loss: 0.0311756 | Time: 1880.66 ms
[2020-12-27 18:09:54 main:574] : INFO : Epoch 1022 | loss: 0.0311656 | val_loss: 0.0311816 | Time: 1863.3 ms
[2020-12-27 18:09:56 main:574] : INFO : Epoch 1023 | loss: 0.0311651 | val_loss: 0.0311745 | Time: 1874.85 ms
[2020-12-27 18:09:58 main:574] : INFO : Epoch 1024 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 1868.97 ms
[2020-12-27 18:09:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311748
[2020-12-27 18:09:58 main:603] : INFO : Saving end state to config to file
[2020-12-27 18:09:58 main:608] : INFO : Success, exiting..
18:09:58 (3692): 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)