Task 2987701
| Name | ParityMachine-1605115842-13937-0_1 |
| Workunit | 1301920 |
| Created | 18 Nov 2020, 8:59:31 UTC |
| Sent | 18 Nov 2020, 9:09:12 UTC |
| Report deadline | 26 Nov 2020, 9:09:12 UTC |
| Received | 18 Nov 2020, 9:57:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3682 |
| Run time | 34 min 27 sec |
| CPU time | 31 min 45 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,978.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.5</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0310803 | val_loss: 0.0312517 | Time: 1899.86 ms [2020-11-18 04:28:42 main:574] : INFO : Epoch 515 | loss: 0.0310623 | val_loss: 0.0312473 | Time: 1890.87 ms [2020-11-18 04:28:44 main:574] : INFO : Epoch 516 | loss: 0.0310422 | val_loss: 0.0312971 | Time: 1882.48 ms [2020-11-18 04:28:46 main:574] : INFO : Epoch 517 | loss: 0.0310278 | val_loss: 0.0312756 | Time: 1885.42 ms [2020-11-18 04:28:48 main:574] : INFO : Epoch 518 | loss: 0.0310319 | val_loss: 0.0312855 | Time: 1882.31 ms [2020-11-18 04:28:50 main:574] : INFO : Epoch 519 | loss: 0.0310266 | val_loss: 0.0312708 | Time: 1917.25 ms [2020-11-18 04:28:52 main:574] : INFO : Epoch 520 | loss: 0.03103 | val_loss: 0.0312641 | Time: 1897.35 ms [2020-11-18 04:28:54 main:574] : INFO : Epoch 521 | loss: 0.0310288 | val_loss: 0.0312534 | Time: 1908.43 ms [2020-11-18 04:28:56 main:574] : INFO : Epoch 522 | loss: 0.0310231 | val_loss: 0.0312895 | Time: 1904.62 ms [2020-11-18 04:28:58 main:574] : INFO : Epoch 523 | loss: 0.0310297 | val_loss: 0.0312598 | Time: 1875.63 ms [2020-11-18 04:29:00 main:574] : INFO : Epoch 524 | loss: 0.0310271 | val_loss: 0.0312737 | Time: 1905.88 ms [2020-11-18 04:29:02 main:574] : INFO : Epoch 525 | loss: 0.0310256 | val_loss: 0.0312913 | Time: 1897.19 ms [2020-11-18 04:29:04 main:574] : INFO : Epoch 526 | loss: 0.0310236 | val_loss: 0.0312846 | Time: 1911.13 ms [2020-11-18 04:29:06 main:574] : INFO : Epoch 527 | loss: 0.0310253 | val_loss: 0.0312615 | Time: 1912.9 ms [2020-11-18 04:29:08 main:574] : INFO : Epoch 528 | loss: 0.0310297 | val_loss: 0.031265 | Time: 1891.27 ms [2020-11-18 04:29:10 main:574] : INFO : Epoch 529 | loss: 0.0310162 | val_loss: 0.031277 | Time: 1931.63 ms [2020-11-18 04:29:12 main:574] : INFO : Epoch 530 | loss: 0.0310201 | val_loss: 0.0312969 | Time: 1893.06 ms [2020-11-18 04:29:14 main:574] : INFO : Epoch 531 | loss: 0.0310188 | val_loss: 0.031306 | Time: 1885.82 ms [2020-11-18 04:29:16 main:574] : INFO : Epoch 532 | loss: 0.0310335 | val_loss: 0.0312818 | Time: 1898.66 ms [2020-11-18 04:29:18 main:574] : INFO : Epoch 533 | loss: 0.0310274 | val_loss: 0.0312793 | Time: 1882.49 ms [2020-11-18 04:29:20 main:574] : INFO : Epoch 534 | loss: 0.0310242 | val_loss: 0.0312938 | Time: 1894.38 ms [2020-11-18 04:29:22 main:574] : INFO : Epoch 535 | loss: 0.0310244 | val_loss: 0.0312779 | Time: 1877.41 ms [2020-11-18 04:29:24 main:574] : INFO : Epoch 536 | loss: 0.0310244 | val_loss: 0.0312822 | Time: 1900.5 ms [2020-11-18 04:29:26 main:574] : INFO : Epoch 537 | loss: 0.0310138 | val_loss: 0.031272 | Time: 1897.02 ms [2020-11-18 04:29:28 main:574] : INFO : Epoch 538 | loss: 0.0310191 | val_loss: 0.0312607 | Time: 1898.41 ms [2020-11-18 04:29:29 main:574] : INFO : Epoch 539 | loss: 0.03102 | val_loss: 0.0312889 | Time: 1884.02 ms [2020-11-18 04:29:31 main:574] : INFO : Epoch 540 | loss: 0.0310222 | val_loss: 0.0312811 | Time: 1902.9 ms [2020-11-18 04:29:33 main:574] : INFO : Epoch 541 | loss: 0.0310326 | val_loss: 0.0313123 | Time: 1883.2 ms [2020-11-18 04:29:35 main:574] : INFO : Epoch 542 | loss: 0.0310312 | val_loss: 0.0312784 | Time: 1885.69 ms [2020-11-18 04:29:37 main:574] : INFO : Epoch 543 | loss: 0.0310184 | val_loss: 0.0312843 | Time: 1911.42 ms [2020-11-18 04:29:39 main:574] : INFO : Epoch 544 | loss: 0.0310124 | val_loss: 0.0313044 | Time: 1921.31 ms [2020-11-18 04:29:41 main:574] : INFO : Epoch 545 | loss: 0.0310184 | val_loss: 0.0312901 | Time: 1880.72 ms [2020-11-18 04:29:43 main:574] : INFO : Epoch 546 | loss: 0.031035 | val_loss: 0.0312967 | Time: 1905.15 ms [2020-11-18 04:29:45 main:574] : INFO : Epoch 547 | loss: 0.0310508 | val_loss: 0.031251 | Time: 1886.36 ms [2020-11-18 04:29:47 main:574] : INFO : Epoch 548 | loss: 0.0310516 | val_loss: 0.0312815 | Time: 1875.25 ms [2020-11-18 04:29:49 main:574] : INFO : Epoch 549 | loss: 0.0310367 | val_loss: 0.0312754 | Time: 1894.88 ms [2020-11-18 04:29:51 main:574] : INFO : Epoch 550 | loss: 0.0310245 | val_loss: 0.0312649 | Time: 1895.84 ms [2020-11-18 04:29:53 main:574] : INFO : Epoch 551 | loss: 0.0310252 | val_loss: 0.0312699 | Time: 1935.68 ms [2020-11-18 04:29:55 main:574] : INFO : Epoch 552 | loss: 0.0310232 | val_loss: 0.0312694 | Time: 1917.39 ms [2020-11-18 04:29:57 main:574] : INFO : Epoch 553 | loss: 0.0310237 | val_loss: 0.0312699 | Time: 1932.91 ms [2020-11-18 04:29:59 main:574] : INFO : Epoch 554 | loss: 0.0310201 | val_loss: 0.0312526 | Time: 1898 ms [2020-11-18 04:30:01 main:574] : INFO : Epoch 555 | loss: 0.0310211 | val_loss: 0.0312598 | Time: 1889.1 ms [2020-11-18 04:30:03 main:574] : INFO : Epoch 556 | loss: 0.0310216 | val_loss: 0.0312844 | Time: 1896.99 ms [2020-11-18 04:30:05 main:574] : INFO : Epoch 557 | loss: 0.0310155 | val_loss: 0.0312987 | Time: 1907.8 ms [2020-11-18 04:30:07 main:574] : INFO : Epoch 558 | loss: 0.0310206 | val_loss: 0.0312557 | Time: 1913.34 ms [2020-11-18 04:30:09 main:574] : INFO : Epoch 559 | loss: 0.0310214 | val_loss: 0.0312832 | Time: 1879.44 ms [2020-11-18 04:30:11 main:574] : INFO : Epoch 560 | loss: 0.0310271 | val_loss: 0.0312589 | Time: 1895.62 ms [2020-11-18 04:30:13 main:574] : INFO : Epoch 561 | loss: 0.0310364 | val_loss: 0.0312842 | Time: 1903.3 ms [2020-11-18 04:30:15 main:574] : INFO : Epoch 562 | loss: 0.0310228 | val_loss: 0.0312934 | Time: 1873.04 ms [2020-11-18 04:30:17 main:574] : INFO : Epoch 563 | loss: 0.031018 | val_loss: 0.031284 | Time: 1868.57 ms [2020-11-18 04:30:19 main:574] : INFO : Epoch 564 | loss: 0.0310181 | val_loss: 0.031313 | Time: 1884.29 ms [2020-11-18 04:30:21 main:574] : INFO : Epoch 565 | loss: 0.0310197 | val_loss: 0.0312749 | Time: 1887.18 ms [2020-11-18 04:30:23 main:574] : INFO : Epoch 566 | loss: 0.0310275 | val_loss: 0.0312573 | Time: 1878.55 ms [2020-11-18 04:30:25 main:574] : INFO : Epoch 567 | loss: 0.0310409 | val_loss: 0.0312644 | Time: 1894.69 ms [2020-11-18 04:30:27 main:574] : INFO : Epoch 568 | loss: 0.0310254 | val_loss: 0.0312859 | Time: 1917.34 ms [2020-11-18 04:30:29 main:574] : INFO : Epoch 569 | loss: 0.0310225 | val_loss: 0.0312953 | Time: 1901.39 ms [2020-11-18 04:30:30 main:574] : INFO : Epoch 570 | loss: 0.0310196 | val_loss: 0.0312858 | Time: 1903.59 ms [2020-11-18 04:30:32 main:574] : INFO : Epoch 571 | loss: 0.031021 | val_loss: 0.0312766 | Time: 1898.32 ms [2020-11-18 04:30:34 main:574] : INFO : Epoch 572 | loss: 0.0310174 | val_loss: 0.0312933 | Time: 1895.91 ms [2020-11-18 04:30:36 main:574] : INFO : Epoch 573 | loss: 0.031024 | val_loss: 0.0313286 | Time: 1900.99 ms [2020-11-18 04:30:38 main:574] : INFO : Epoch 574 | loss: 0.0310227 | val_loss: 0.0312925 | Time: 1892.07 ms [2020-11-18 04:30:40 main:574] : INFO : Epoch 575 | loss: 0.0310307 | val_loss: 0.0313022 | Time: 1914.4 ms [2020-11-18 04:30:42 main:574] : INFO : Epoch 576 | loss: 0.0310271 | val_loss: 0.0312784 | Time: 1881.73 ms [2020-11-18 04:30:44 main:574] : INFO : Epoch 577 | loss: 0.0310215 | val_loss: 0.0312813 | Time: 1887.72 ms [2020-11-18 04:30:46 main:574] : INFO : Epoch 578 | loss: 0.0310193 | val_loss: 0.0313122 | Time: 1882.95 ms [2020-11-18 04:30:48 main:574] : INFO : Epoch 579 | loss: 0.0310147 | val_loss: 0.0312992 | Time: 1890.69 ms [2020-11-18 04:30:50 main:574] : INFO : Epoch 580 | loss: 0.0310257 | val_loss: 0.031274 | Time: 1923.91 ms [2020-11-18 04:30:52 main:574] : INFO : Epoch 581 | loss: 0.0310193 | val_loss: 0.0312911 | Time: 1910.6 ms [2020-11-18 04:30:54 main:574] : INFO : Epoch 582 | loss: 0.0310199 | val_loss: 0.031283 | Time: 1915.3 ms [2020-11-18 04:30:56 main:574] : INFO : Epoch 583 | loss: 0.0310189 | val_loss: 0.0312606 | Time: 1888.91 ms [2020-11-18 04:30:58 main:574] : INFO : Epoch 584 | loss: 0.0310214 | val_loss: 0.031278 | Time: 1890.78 ms [2020-11-18 04:31:00 main:574] : INFO : Epoch 585 | loss: 0.0310178 | val_loss: 0.0312726 | Time: 1901.05 ms [2020-11-18 04:31:02 main:574] : INFO : Epoch 586 | loss: 0.0310162 | val_loss: 0.0312908 | Time: 1894.19 ms [2020-11-18 04:31:04 main:574] : INFO : Epoch 587 | loss: 0.0310186 | val_loss: 0.0312892 | Time: 1900.93 ms [2020-11-18 04:31:06 main:574] : INFO : Epoch 588 | loss: 0.0310191 | val_loss: 0.0312735 | Time: 1912.61 ms [2020-11-18 04:31:08 main:574] : INFO : Epoch 589 | loss: 0.0310216 | val_loss: 0.0312777 | Time: 1899.96 ms [2020-11-18 04:31:10 main:574] : INFO : Epoch 590 | loss: 0.0310306 | val_loss: 0.0312745 | Time: 1918.19 ms [2020-11-18 04:31:12 main:574] : INFO : Epoch 591 | loss: 0.0310267 | val_loss: 0.0313101 | Time: 1922.8 ms [2020-11-18 04:31:14 main:574] : INFO : Epoch 592 | loss: 0.0310195 | val_loss: 0.0312723 | Time: 1901.79 ms [2020-11-18 04:31:16 main:574] : INFO : Epoch 593 | loss: 0.0310287 | val_loss: 0.031227 | Time: 1877.47 ms [2020-11-18 04:31:18 main:574] : INFO : Epoch 594 | loss: 0.0310463 | val_loss: 0.0312973 | Time: 1919.28 ms [2020-11-18 04:31:20 main:574] : INFO : Epoch 595 | loss: 0.0310259 | val_loss: 0.0312936 | Time: 1875.69 ms [2020-11-18 04:31:22 main:574] : INFO : Epoch 596 | loss: 0.0310228 | val_loss: 0.0312519 | Time: 1897.58 ms [2020-11-18 04:31:24 main:574] : INFO : Epoch 597 | loss: 0.0310312 | val_loss: 0.0312691 | Time: 1893.45 ms [2020-11-18 04:31:26 main:574] : INFO : Epoch 598 | loss: 0.0310246 | val_loss: 0.0313135 | Time: 1891.04 ms [2020-11-18 04:31:28 main:574] : INFO : Epoch 599 | loss: 0.0310244 | val_loss: 0.031267 | Time: 1878.59 ms [2020-11-18 04:31:30 main:574] : INFO : Epoch 600 | loss: 0.0310202 | val_loss: 0.0312586 | Time: 1892.44 ms [2020-11-18 04:31:32 main:574] : INFO : Epoch 601 | loss: 0.0310263 | val_loss: 0.03132 | Time: 1904.81 ms [2020-11-18 04:31:33 main:574] : INFO : Epoch 602 | loss: 0.0310193 | val_loss: 0.0312839 | Time: 1885.83 ms [2020-11-18 04:31:35 main:574] : INFO : Epoch 603 | loss: 0.0310197 | val_loss: 0.0312793 | Time: 1876.61 ms [2020-11-18 04:31:37 main:574] : INFO : Epoch 604 | loss: 0.0310205 | val_loss: 0.0312815 | Time: 1910.23 ms [2020-11-18 04:31:39 main:574] : INFO : Epoch 605 | loss: 0.0310193 | val_loss: 0.0312872 | Time: 1890.56 ms [2020-11-18 04:31:41 main:574] : INFO : Epoch 606 | loss: 0.0310186 | val_loss: 0.0312814 | Time: 1891.09 ms [2020-11-18 04:31:43 main:574] : INFO : Epoch 607 | loss: 0.0310245 | val_loss: 0.0312652 | Time: 1898.01 ms [2020-11-18 04:31:45 main:574] : INFO : Epoch 608 | loss: 0.0310274 | val_loss: 0.0312729 | Time: 1883.59 ms [2020-11-18 04:31:47 main:574] : INFO : Epoch 609 | loss: 0.0310202 | val_loss: 0.0312894 | Time: 1915.62 ms [2020-11-18 04:31:49 main:574] : INFO : Epoch 610 | loss: 0.0310223 | val_loss: 0.0312879 | Time: 1911.31 ms [2020-11-18 04:31:51 main:574] : INFO : Epoch 611 | loss: 0.0310236 | val_loss: 0.0313215 | Time: 1917.35 ms [2020-11-18 04:31:53 main:574] : INFO : Epoch 612 | loss: 0.0310195 | val_loss: 0.0312827 | Time: 1878.77 ms [2020-11-18 04:31:55 main:574] : INFO : Epoch 613 | loss: 0.0310254 | val_loss: 0.0312707 | Time: 1926.36 ms [2020-11-18 04:31:57 main:574] : INFO : Epoch 614 | loss: 0.0310299 | val_loss: 0.0313184 | Time: 1915.06 ms [2020-11-18 04:31:59 main:574] : INFO : Epoch 615 | loss: 0.0310227 | val_loss: 0.0312817 | Time: 1925.43 ms [2020-11-18 04:32:01 main:574] : INFO : Epoch 616 | loss: 0.0310162 | val_loss: 0.0312964 | Time: 1902.8 ms [2020-11-18 04:32:03 main:574] : INFO : Epoch 617 | loss: 0.031016 | val_loss: 0.0312784 | Time: 1906.51 ms [2020-11-18 04:32:05 main:574] : INFO : Epoch 618 | loss: 0.0310202 | val_loss: 0.031302 | Time: 1924.72 ms [2020-11-18 04:32:07 main:574] : INFO : Epoch 619 | loss: 0.0310201 | val_loss: 0.0312717 | Time: 1904.76 ms [2020-11-18 04:32:09 main:574] : INFO : Epoch 620 | loss: 0.0310208 | val_loss: 0.0312908 | Time: 1914.21 ms [2020-11-18 04:32:11 main:574] : INFO : Epoch 621 | loss: 0.0310253 | val_loss: 0.0312989 | Time: 1914.06 ms [2020-11-18 04:32:13 main:574] : INFO : Epoch 622 | loss: 0.0310183 | val_loss: 0.0312769 | Time: 1899.8 ms [2020-11-18 04:32:15 main:574] : INFO : Epoch 623 | loss: 0.0310202 | val_loss: 0.0312708 | Time: 1885.7 ms [2020-11-18 04:32:17 main:574] : INFO : Epoch 624 | loss: 0.0310211 | val_loss: 0.0312761 | Time: 1869.32 ms [2020-11-18 04:32:19 main:574] : INFO : Epoch 625 | loss: 0.0310166 | val_loss: 0.0312874 | Time: 1911.35 ms [2020-11-18 04:32:21 main:574] : INFO : Epoch 626 | loss: 0.0310116 | val_loss: 0.0313 | Time: 1886.61 ms [2020-11-18 04:32:23 main:574] : INFO : Epoch 627 | loss: 0.0310154 | val_loss: 0.0312934 | Time: 1907.17 ms [2020-11-18 04:32:25 main:574] : INFO : Epoch 628 | loss: 0.0310209 | val_loss: 0.0312806 | Time: 1883.1 ms [2020-11-18 04:32:27 main:574] : INFO : Epoch 629 | loss: 0.0310191 | val_loss: 0.0312768 | Time: 1859.81 ms [2020-11-18 04:32:29 main:574] : INFO : Epoch 630 | loss: 0.0310279 | val_loss: 0.0312703 | Time: 1889.76 ms [2020-11-18 04:32:31 main:574] : INFO : Epoch 631 | loss: 0.0310171 | val_loss: 0.0312854 | Time: 1925.64 ms [2020-11-18 04:32:33 main:574] : INFO : Epoch 632 | loss: 0.0310275 | val_loss: 0.0312427 | Time: 1895.41 ms [2020-11-18 04:32:35 main:574] : INFO : Epoch 633 | loss: 0.0310316 | val_loss: 0.0312706 | Time: 1910.98 ms [2020-11-18 04:32:37 main:574] : INFO : Epoch 634 | loss: 0.0310213 | val_loss: 0.0312808 | Time: 1899.75 ms [2020-11-18 04:32:39 main:574] : INFO : Epoch 635 | loss: 0.0310141 | val_loss: 0.0313185 | Time: 1910.92 ms [2020-11-18 04:32:41 main:574] : INFO : Epoch 636 | loss: 0.0310255 | val_loss: 0.0312997 | Time: 1882.28 ms [2020-11-18 04:32:43 main:574] : INFO : Epoch 637 | loss: 0.0310183 | val_loss: 0.0312691 | Time: 1905.83 ms [2020-11-18 04:32:45 main:574] : INFO : Epoch 638 | loss: 0.0310225 | val_loss: 0.0313132 | Time: 1893.75 ms [2020-11-18 04:32:46 main:574] : INFO : Epoch 639 | loss: 0.0310142 | val_loss: 0.0312782 | Time: 1903.42 ms [2020-11-18 04:32:48 main:574] : INFO : Epoch 640 | loss: 0.0310194 | val_loss: 0.0312794 | Time: 1920.29 ms [2020-11-18 04:32:50 main:574] : INFO : Epoch 641 | loss: 0.0310171 | val_loss: 0.0312751 | Time: 1898.15 ms [2020-11-18 04:32:52 main:574] : INFO : Epoch 642 | loss: 0.0310234 | val_loss: 0.0312824 | Time: 1899.8 ms [2020-11-18 04:32:54 main:574] : INFO : Epoch 643 | loss: 0.0310102 | val_loss: 0.0313222 | Time: 1889.05 ms [2020-11-18 04:32:56 main:574] : INFO : Epoch 644 | loss: 0.0310213 | val_loss: 0.031316 | Time: 1890.82 ms [2020-11-18 04:32:58 main:574] : INFO : Epoch 645 | loss: 0.0310202 | val_loss: 0.0312739 | Time: 1897.03 ms [2020-11-18 04:33:00 main:574] : INFO : Epoch 646 | loss: 0.0310171 | val_loss: 0.0312879 | Time: 1924 ms [2020-11-18 04:33:02 main:574] : INFO : Epoch 647 | loss: 0.0310174 | val_loss: 0.0312818 | Time: 1904.58 ms [2020-11-18 04:33:04 main:574] : INFO : Epoch 648 | loss: 0.0310234 | val_loss: 0.0312829 | Time: 1885.57 ms [2020-11-18 04:33:06 main:574] : INFO : Epoch 649 | loss: 0.0310409 | val_loss: 0.0312747 | Time: 1882.92 ms [2020-11-18 04:33:08 main:574] : INFO : Epoch 650 | loss: 0.0310236 | val_loss: 0.0312781 | Time: 1902.96 ms [2020-11-18 04:33:10 main:574] : INFO : Epoch 651 | loss: 0.0310202 | val_loss: 0.0312895 | Time: 1898.5 ms [2020-11-18 04:33:12 main:574] : INFO : Epoch 652 | loss: 0.031022 | val_loss: 0.0312934 | Time: 1905.22 ms [2020-11-18 04:33:14 main:574] : INFO : Epoch 653 | loss: 0.0310193 | val_loss: 0.0312868 | Time: 1884.43 ms [2020-11-18 04:33:16 main:574] : INFO : Epoch 654 | loss: 0.0310168 | val_loss: 0.0312817 | Time: 1893.68 ms [2020-11-18 04:33:18 main:574] : INFO : Epoch 655 | loss: 0.0310261 | val_loss: 0.0312592 | Time: 1906.58 ms [2020-11-18 04:33:20 main:574] : INFO : Epoch 656 | loss: 0.0310341 | val_loss: 0.0312952 | Time: 1912.64 ms [2020-11-18 04:33:22 main:574] : INFO : Epoch 657 | loss: 0.031028 | val_loss: 0.0312838 | Time: 1919.04 ms [2020-11-18 04:33:24 main:574] : INFO : Epoch 658 | loss: 0.0310292 | val_loss: 0.0312921 | Time: 1900.98 ms [2020-11-18 04:33:26 main:574] : INFO : Epoch 659 | loss: 0.031028 | val_loss: 0.0312915 | Time: 1897.61 ms [2020-11-18 04:33:28 main:574] : INFO : Epoch 660 | loss: 0.0310184 | val_loss: 0.0312567 | Time: 1886.79 ms [2020-11-18 04:33:30 main:574] : INFO : Epoch 661 | loss: 0.0310212 | val_loss: 0.0312766 | Time: 1926.73 ms [2020-11-18 04:33:32 main:574] : INFO : Epoch 662 | loss: 0.0310168 | val_loss: 0.0312966 | Time: 1902.31 ms [2020-11-18 04:33:34 main:574] : INFO : Epoch 663 | loss: 0.0310173 | val_loss: 0.0312773 | Time: 1899.21 ms [2020-11-18 04:33:36 main:574] : INFO : Epoch 664 | loss: 0.0310168 | val_loss: 0.0312705 | Time: 1909.67 ms [2020-11-18 04:33:38 main:574] : INFO : Epoch 665 | loss: 0.0310135 | val_loss: 0.031291 | Time: 1899.82 ms [2020-11-18 04:33:40 main:574] : INFO : Epoch 666 | loss: 0.0310217 | val_loss: 0.0313185 | Time: 1885.55 ms [2020-11-18 04:33:42 main:574] : INFO : Epoch 667 | loss: 0.0310226 | val_loss: 0.031272 | Time: 1849.72 ms [2020-11-18 04:33:44 main:574] : INFO : Epoch 668 | loss: 0.0310235 | val_loss: 0.0312966 | Time: 1887.89 ms [2020-11-18 04:33:46 main:574] : INFO : Epoch 669 | loss: 0.0310148 | val_loss: 0.0313114 | Time: 1904.73 ms [2020-11-18 04:33:48 main:574] : INFO : Epoch 670 | loss: 0.0310199 | val_loss: 0.031261 | Time: 1889.58 ms [2020-11-18 04:33:50 main:574] : INFO : Epoch 671 | loss: 0.0310248 | val_loss: 0.0312587 | Time: 1948 ms [2020-11-18 04:33:52 main:574] : INFO : Epoch 672 | loss: 0.0310278 | val_loss: 0.0312799 | Time: 1884.6 ms [2020-11-18 04:33:54 main:574] : INFO : Epoch 673 | loss: 0.0310246 | val_loss: 0.0312967 | Time: 1882.87 ms [2020-11-18 04:33:55 main:574] : INFO : Epoch 674 | loss: 0.0310219 | val_loss: 0.031293 | Time: 1884.3 ms [2020-11-18 04:33:57 main:574] : INFO : Epoch 675 | loss: 0.0310206 | val_loss: 0.0312825 | Time: 1922.47 ms [2020-11-18 04:33:59 main:574] : INFO : Epoch 676 | loss: 0.03103 | val_loss: 0.0312647 | Time: 1897 ms [2020-11-18 04:34:01 main:574] : INFO : Epoch 677 | loss: 0.0310343 | val_loss: 0.0312826 | Time: 1893.79 ms [2020-11-18 04:34:03 main:574] : INFO : Epoch 678 | loss: 0.0310239 | val_loss: 0.0312907 | Time: 1903.71 ms [2020-11-18 04:34:05 main:574] : INFO : Epoch 679 | loss: 0.0310143 | val_loss: 0.031284 | Time: 1894.9 ms [2020-11-18 04:34:07 main:574] : INFO : Epoch 680 | loss: 0.0310154 | val_loss: 0.031301 | Time: 1899.12 ms [2020-11-18 04:34:09 main:574] : INFO : Epoch 681 | loss: 0.0310098 | val_loss: 0.0312986 | Time: 1889.55 ms [2020-11-18 04:34:11 main:574] : INFO : Epoch 682 | loss: 0.0310085 | val_loss: 0.0312957 | Time: 1892.6 ms [2020-11-18 04:34:13 main:574] : INFO : Epoch 683 | loss: 0.031017 | val_loss: 0.0312839 | Time: 1919.73 ms [2020-11-18 04:34:15 main:574] : INFO : Epoch 684 | loss: 0.0310116 | val_loss: 0.0312796 | Time: 1882.04 ms [2020-11-18 04:34:17 main:574] : INFO : Epoch 685 | loss: 0.0310167 | val_loss: 0.0312843 | Time: 1906.89 ms [2020-11-18 04:34:19 main:574] : INFO : Epoch 686 | loss: 0.031021 | val_loss: 0.0312981 | Time: 1886.97 ms [2020-11-18 04:34:21 main:574] : INFO : Epoch 687 | loss: 0.0310307 | val_loss: 0.0312674 | Time: 1902.63 ms [2020-11-18 04:34:23 main:574] : INFO : Epoch 688 | loss: 0.0310294 | val_loss: 0.0312715 | Time: 1892.71 ms [2020-11-18 04:34:25 main:574] : INFO : Epoch 689 | loss: 0.031018 | val_loss: 0.0313217 | Time: 1955.29 ms [2020-11-18 04:34:27 main:574] : INFO : Epoch 690 | loss: 0.0310139 | val_loss: 0.0312913 | Time: 1889.97 ms [2020-11-18 04:34:29 main:574] : INFO : Epoch 691 | loss: 0.0310157 | val_loss: 0.0313068 | Time: 1934.15 ms [2020-11-18 04:34:31 main:574] : INFO : Epoch 692 | loss: 0.0310131 | val_loss: 0.0312759 | Time: 1913.48 ms [2020-11-18 04:34:33 main:574] : INFO : Epoch 693 | loss: 0.0310133 | val_loss: 0.0312757 | Time: 1884.67 ms [2020-11-18 04:34:35 main:574] : INFO : Epoch 694 | loss: 0.0310153 | val_loss: 0.0313112 | Time: 1920.97 ms [2020-11-18 04:34:37 main:574] : INFO : Epoch 695 | loss: 0.0310134 | val_loss: 0.0313014 | Time: 1894.43 ms [2020-11-18 04:34:39 main:574] : INFO : Epoch 696 | loss: 0.0310105 | val_loss: 0.0312754 | Time: 1879.06 ms [2020-11-18 04:34:41 main:574] : INFO : Epoch 697 | loss: 0.0310219 | val_loss: 0.0312617 | Time: 1895.83 ms [2020-11-18 04:34:43 main:574] : INFO : Epoch 698 | loss: 0.0310284 | val_loss: 0.0312566 | Time: 1877.84 ms [2020-11-18 04:34:45 main:574] : INFO : Epoch 699 | loss: 0.0310329 | val_loss: 0.0312931 | Time: 1920.75 ms [2020-11-18 04:34:47 main:574] : INFO : Epoch 700 | loss: 0.0310232 | val_loss: 0.0312856 | Time: 1888.08 ms [2020-11-18 04:34:49 main:574] : INFO : Epoch 701 | loss: 0.0310172 | val_loss: 0.0312684 | Time: 1909.93 ms [2020-11-18 04:34:51 main:574] : INFO : Epoch 702 | loss: 0.0310107 | val_loss: 0.0312986 | Time: 1903.11 ms [2020-11-18 04:34:53 main:574] : INFO : Epoch 703 | loss: 0.0310196 | val_loss: 0.0312849 | Time: 1888.13 ms [2020-11-18 04:34:55 main:574] : INFO : Epoch 704 | loss: 0.0310208 | val_loss: 0.0313207 | Time: 1888.83 ms [2020-11-18 04:34:57 main:574] : INFO : Epoch 705 | loss: 0.0310151 | val_loss: 0.0312622 | Time: 1908.56 ms [2020-11-18 04:34:59 main:574] : INFO : Epoch 706 | loss: 0.0310136 | val_loss: 0.0312872 | Time: 1893.85 ms [2020-11-18 04:35:01 main:574] : INFO : Epoch 707 | loss: 0.0310146 | val_loss: 0.0312877 | Time: 1891.36 ms [2020-11-18 04:35:02 main:574] : INFO : Epoch 708 | loss: 0.0310145 | val_loss: 0.031295 | Time: 1912.7 ms [2020-11-18 04:35:04 main:574] : INFO : Epoch 709 | loss: 0.0310168 | val_loss: 0.0312995 | Time: 1891.09 ms [2020-11-18 04:35:06 main:574] : INFO : Epoch 710 | loss: 0.0310348 | val_loss: 0.0312319 | Time: 1907.87 ms [2020-11-18 04:35:08 main:574] : INFO : Epoch 711 | loss: 0.0310326 | val_loss: 0.0312847 | Time: 1902.4 ms [2020-11-18 04:35:10 main:574] : INFO : Epoch 712 | loss: 0.0310237 | val_loss: 0.0313089 | Time: 1880.05 ms [2020-11-18 04:35:12 main:574] : INFO : Epoch 713 | loss: 0.0310194 | val_loss: 0.0313004 | Time: 1860.82 ms [2020-11-18 04:35:14 main:574] : INFO : Epoch 714 | loss: 0.0310159 | val_loss: 0.0313151 | Time: 1890.49 ms [2020-11-18 04:35:16 main:574] : INFO : Epoch 715 | loss: 0.0310188 | val_loss: 0.0312577 | Time: 1895.95 ms [2020-11-18 04:35:18 main:574] : INFO : Epoch 716 | loss: 0.0310176 | val_loss: 0.0312606 | Time: 1909.49 ms [2020-11-18 04:35:20 main:574] : INFO : Epoch 717 | loss: 0.0310159 | val_loss: 0.0312895 | Time: 1958.57 ms [2020-11-18 04:35:22 main:574] : INFO : Epoch 718 | loss: 0.0310162 | val_loss: 0.0312885 | Time: 1890.72 ms [2020-11-18 04:35:24 main:574] : INFO : Epoch 719 | loss: 0.0310179 | val_loss: 0.0312872 | Time: 1900.12 ms [2020-11-18 04:35:26 main:574] : INFO : Epoch 720 | loss: 0.0310179 | val_loss: 0.0312786 | Time: 1918.64 ms [2020-11-18 04:35:28 main:574] : INFO : Epoch 721 | loss: 0.0310161 | val_loss: 0.0312845 | Time: 1920.01 ms [2020-11-18 04:35:30 main:574] : INFO : Epoch 722 | loss: 0.031021 | val_loss: 0.0312948 | Time: 1907.06 ms [2020-11-18 04:35:32 main:574] : INFO : Epoch 723 | loss: 0.0310158 | val_loss: 0.0312949 | Time: 1925.31 ms [2020-11-18 04:35:34 main:574] : INFO : Epoch 724 | loss: 0.0310153 | val_loss: 0.0312691 | Time: 1875.1 ms [2020-11-18 04:35:36 main:574] : INFO : Epoch 725 | loss: 0.0310345 | val_loss: 0.0312741 | Time: 1892.83 ms [2020-11-18 04:35:38 main:574] : INFO : Epoch 726 | loss: 0.0310349 | val_loss: 0.0313105 | Time: 1872.93 ms [2020-11-18 04:35:40 main:574] : INFO : Epoch 727 | loss: 0.0310202 | val_loss: 0.03128 | Time: 1892.3 ms [2020-11-18 04:35:42 main:574] : INFO : Epoch 728 | loss: 0.0310241 | val_loss: 0.0312847 | Time: 1881.92 ms [2020-11-18 04:35:44 main:574] : INFO : Epoch 729 | loss: 0.0310155 | val_loss: 0.0312924 | Time: 1920.27 ms [2020-11-18 04:35:46 main:574] : INFO : Epoch 730 | loss: 0.0310159 | val_loss: 0.0312896 | Time: 1919.11 ms [2020-11-18 04:35:48 main:574] : INFO : Epoch 731 | loss: 0.0310216 | val_loss: 0.0312922 | Time: 1920.11 ms [2020-11-18 04:35:50 main:574] : INFO : Epoch 732 | loss: 0.0310208 | val_loss: 0.0312983 | Time: 1912.96 ms [2020-11-18 04:35:52 main:574] : INFO : Epoch 733 | loss: 0.031024 | val_loss: 0.0312836 | Time: 1902.91 ms [2020-11-18 04:35:54 main:574] : INFO : Epoch 734 | loss: 0.0310343 | val_loss: 0.0312736 | Time: 1870.33 ms [2020-11-18 04:35:56 main:574] : INFO : Epoch 735 | loss: 0.031027 | val_loss: 0.0312779 | Time: 1888.14 ms [2020-11-18 04:35:58 main:574] : INFO : Epoch 736 | loss: 0.031021 | val_loss: 0.0313041 | Time: 1882.99 ms [2020-11-18 04:36:00 main:574] : INFO : Epoch 737 | loss: 0.0310201 | val_loss: 0.0313337 | Time: 1879.67 ms [2020-11-18 04:36:02 main:574] : INFO : Epoch 738 | loss: 0.0310195 | val_loss: 0.0312824 | Time: 1893.47 ms [2020-11-18 04:36:03 main:574] : INFO : Epoch 739 | loss: 0.0310169 | val_loss: 0.0312618 | Time: 1911.07 ms [2020-11-18 04:36:05 main:574] : INFO : Epoch 740 | loss: 0.0310156 | val_loss: 0.0312981 | Time: 1872.38 ms [2020-11-18 04:36:07 main:574] : INFO : Epoch 741 | loss: 0.0310311 | val_loss: 0.0312659 | Time: 1908.65 ms [2020-11-18 04:36:09 main:574] : INFO : Epoch 742 | loss: 0.0310332 | val_loss: 0.0312815 | Time: 1888.49 ms [2020-11-18 04:36:11 main:574] : INFO : Epoch 743 | loss: 0.0310201 | val_loss: 0.0312911 | Time: 1896.05 ms [2020-11-18 04:36:13 main:574] : INFO : Epoch 744 | loss: 0.0310145 | val_loss: 0.0312812 | Time: 1894.73 ms [2020-11-18 04:36:15 main:574] : INFO : Epoch 745 | loss: 0.0310143 | val_loss: 0.0312913 | Time: 1894.44 ms [2020-11-18 04:36:17 main:574] : INFO : Epoch 746 | loss: 0.0310177 | val_loss: 0.0312899 | Time: 1899 ms [2020-11-18 04:36:19 main:574] : INFO : Epoch 747 | loss: 0.0310437 | val_loss: 0.031263 | Time: 1897.42 ms [2020-11-18 04:36:21 main:574] : INFO : Epoch 748 | loss: 0.03108 | val_loss: 0.0314395 | Time: 1915.54 ms [2020-11-18 04:36:23 main:574] : INFO : Epoch 749 | loss: 0.0311217 | val_loss: 0.0313243 | Time: 1922.2 ms [2020-11-18 04:36:25 main:574] : INFO : Epoch 750 | loss: 0.0310465 | val_loss: 0.0313157 | Time: 1866.49 ms [2020-11-18 04:36:27 main:574] : INFO : Epoch 751 | loss: 0.031027 | val_loss: 0.0312742 | Time: 1877.06 ms [2020-11-18 04:36:29 main:574] : INFO : Epoch 752 | loss: 0.0310204 | val_loss: 0.0312732 | Time: 1916.28 ms [2020-11-18 04:36:31 main:574] : INFO : Epoch 753 | loss: 0.0310145 | val_loss: 0.0313048 | Time: 1920.65 ms [2020-11-18 04:36:33 main:574] : INFO : Epoch 754 | loss: 0.0310111 | val_loss: 0.031325 | Time: 1876.96 ms [2020-11-18 04:36:35 main:574] : INFO : Epoch 755 | loss: 0.031011 | val_loss: 0.0312989 | Time: 1894.94 ms [2020-11-18 04:36:37 main:574] : INFO : Epoch 756 | loss: 0.0310115 | val_loss: 0.0312956 | Time: 1890.51 ms [2020-11-18 04:36:39 main:574] : INFO : Epoch 757 | loss: 0.0310116 | val_loss: 0.0312863 | Time: 1899.99 ms [2020-11-18 04:36:41 main:574] : INFO : Epoch 758 | loss: 0.0310116 | val_loss: 0.0312854 | Time: 1887.7 ms [2020-11-18 04:36:43 main:574] : INFO : Epoch 759 | loss: 0.031016 | val_loss: 0.0312967 | Time: 1871.51 ms [2020-11-18 04:36:45 main:574] : INFO : Epoch 760 | loss: 0.0310202 | val_loss: 0.0313124 | Time: 1900.35 ms [2020-11-18 04:36:47 main:574] : INFO : Epoch 761 | loss: 0.0310134 | val_loss: 0.0312772 | Time: 1892.06 ms [2020-11-18 04:36:49 main:574] : INFO : Epoch 762 | loss: 0.0310181 | val_loss: 0.0312832 | Time: 1882.7 ms [2020-11-18 04:36:51 main:574] : INFO : Epoch 763 | loss: 0.0310121 | val_loss: 0.0312992 | Time: 1880.24 ms [2020-11-18 04:36:53 main:574] : INFO : Epoch 764 | loss: 0.0310138 | val_loss: 0.0312779 | Time: 1903.05 ms [2020-11-18 04:36:54 main:574] : INFO : Epoch 765 | loss: 0.0310235 | val_loss: 0.0312628 | Time: 1884.03 ms [2020-11-18 04:36:56 main:574] : INFO : Epoch 766 | loss: 0.0310193 | val_loss: 0.0312657 | Time: 1873.46 ms [2020-11-18 04:36:59 main:574] : INFO : Epoch 767 | loss: 0.0310155 | val_loss: 0.0312595 | Time: 1905.26 ms [2020-11-18 04:37:01 main:574] : INFO : Epoch 768 | loss: 0.031021 | val_loss: 0.0313014 | Time: 1883.62 ms [2020-11-18 04:37:02 main:574] : INFO : Epoch 769 | loss: 0.0310157 | val_loss: 0.0312732 | Time: 1907.85 ms [2020-11-18 04:37:04 main:574] : INFO : Epoch 770 | loss: 0.0310249 | val_loss: 0.0312818 | Time: 1909.02 ms [2020-11-18 04:37:06 main:574] : INFO : Epoch 771 | loss: 0.0310222 | val_loss: 0.0312602 | Time: 1880.22 ms [2020-11-18 04:37:08 main:574] : INFO : Epoch 772 | loss: 0.0310181 | val_loss: 0.031295 | Time: 1887.95 ms [2020-11-18 04:37:10 main:574] : INFO : Epoch 773 | loss: 0.0310231 | val_loss: 0.0312924 | Time: 1891.3 ms [2020-11-18 04:37:12 main:574] : INFO : Epoch 774 | loss: 0.0310221 | val_loss: 0.0312693 | Time: 1899.95 ms [2020-11-18 04:37:14 main:574] : INFO : Epoch 775 | loss: 0.03102 | val_loss: 0.0312863 | Time: 1887.55 ms [2020-11-18 04:37:16 main:574] : INFO : Epoch 776 | loss: 0.0310151 | val_loss: 0.0312923 | Time: 1901.13 ms [2020-11-18 04:37:18 main:574] : INFO : Epoch 777 | loss: 0.031016 | val_loss: 0.0312875 | Time: 1906.2 ms [2020-11-18 04:37:20 main:574] : INFO : Epoch 778 | loss: 0.031015 | val_loss: 0.0312904 | Time: 1857.62 ms [2020-11-18 04:37:22 main:574] : INFO : Epoch 779 | loss: 0.0310178 | val_loss: 0.03129 | Time: 1918.77 ms [2020-11-18 04:37:24 main:574] : INFO : Epoch 780 | loss: 0.0310158 | val_loss: 0.0313132 | Time: 1876.74 ms [2020-11-18 04:37:26 main:574] : INFO : Epoch 781 | loss: 0.0310173 | val_loss: 0.0312826 | Time: 1893.81 ms [2020-11-18 04:37:28 main:574] : INFO : Epoch 782 | loss: 0.031019 | val_loss: 0.0312713 | Time: 1923.44 ms [2020-11-18 04:37:30 main:574] : INFO : Epoch 783 | loss: 0.0310178 | val_loss: 0.0312837 | Time: 1904.13 ms [2020-11-18 04:37:32 main:574] : INFO : Epoch 784 | loss: 0.0310195 | val_loss: 0.0313159 | Time: 1914.2 ms [2020-11-18 04:37:34 main:574] : INFO : Epoch 785 | loss: 0.0310223 | val_loss: 0.0312969 | Time: 1901.29 ms [2020-11-18 04:37:36 main:574] : INFO : Epoch 786 | loss: 0.0310122 | val_loss: 0.0312918 | Time: 1888.79 ms [2020-11-18 04:37:38 main:574] : INFO : Epoch 787 | loss: 0.0310096 | val_loss: 0.0312662 | Time: 1875.42 ms [2020-11-18 04:37:40 main:574] : INFO : Epoch 788 | loss: 0.0310218 | val_loss: 0.0312913 | Time: 1895.51 ms [2020-11-18 04:37:42 main:574] : INFO : Epoch 789 | loss: 0.0310181 | val_loss: 0.031263 | Time: 1896.9 ms [2020-11-18 04:37:44 main:574] : INFO : Epoch 790 | loss: 0.0310127 | val_loss: 0.0312889 | Time: 1894.62 ms [2020-11-18 04:37:46 main:574] : INFO : Epoch 791 | loss: 0.0310168 | val_loss: 0.0312774 | Time: 1898.51 ms [2020-11-18 04:37:48 main:574] : INFO : Epoch 792 | loss: 0.031018 | val_loss: 0.0312858 | Time: 1910.88 ms [2020-11-18 04:37:50 main:574] : INFO : Epoch 793 | loss: 0.031017 | val_loss: 0.0312772 | Time: 1892.88 ms [2020-11-18 04:37:52 main:574] : INFO : Epoch 794 | loss: 0.0310218 | val_loss: 0.0312626 | Time: 1881.23 ms [2020-11-18 04:37:53 main:574] : INFO : Epoch 795 | loss: 0.0310245 | val_loss: 0.0312664 | Time: 1888.35 ms [2020-11-18 04:37:55 main:574] : INFO : Epoch 796 | loss: 0.0310173 | val_loss: 0.0312717 | Time: 1911.6 ms [2020-11-18 04:37:57 main:574] : INFO : Epoch 797 | loss: 0.0310147 | val_loss: 0.0312983 | Time: 1921.48 ms [2020-11-18 04:37:59 main:574] : INFO : Epoch 798 | loss: 0.0310206 | val_loss: 0.0312872 | Time: 1905.75 ms [2020-11-18 04:38:01 main:574] : INFO : Epoch 799 | loss: 0.0310329 | val_loss: 0.0313044 | Time: 1914.05 ms [2020-11-18 04:38:03 main:574] : INFO : Epoch 800 | loss: 0.0310241 | val_loss: 0.0312855 | Time: 1913.66 ms [2020-11-18 04:38:05 main:574] : INFO : Epoch 801 | loss: 0.0310148 | val_loss: 0.0312802 | Time: 1913 ms [2020-11-18 04:38:07 main:574] : INFO : Epoch 802 | loss: 0.0310172 | val_loss: 0.0312856 | Time: 1876.29 ms [2020-11-18 04:38:09 main:574] : INFO : Epoch 803 | loss: 0.0310189 | val_loss: 0.0312742 | Time: 1915.74 ms [2020-11-18 04:38:11 main:574] : INFO : Epoch 804 | loss: 0.0310368 | val_loss: 0.0312674 | Time: 1894.54 ms [2020-11-18 04:38:13 main:574] : INFO : Epoch 805 | loss: 0.0310372 | val_loss: 0.031247 | Time: 1919.97 ms [2020-11-18 04:38:15 main:574] : INFO : Epoch 806 | loss: 0.0310279 | val_loss: 0.0313232 | Time: 1894.84 ms [2020-11-18 04:38:17 main:574] : INFO : Epoch 807 | loss: 0.0310211 | val_loss: 0.0312865 | Time: 1895.16 ms [2020-11-18 04:38:19 main:574] : INFO : Epoch 808 | loss: 0.0310205 | val_loss: 0.0312866 | Time: 1901.87 ms [2020-11-18 04:38:21 main:574] : INFO : Epoch 809 | loss: 0.0310228 | val_loss: 0.03129 | Time: 1883.11 ms [2020-11-18 04:38:23 main:574] : INFO : Epoch 810 | loss: 0.0310141 | val_loss: 0.031304 | Time: 1915.29 ms [2020-11-18 04:38:25 main:574] : INFO : Epoch 811 | loss: 0.0310161 | val_loss: 0.0312695 | Time: 1879.18 ms [2020-11-18 04:38:27 main:574] : INFO : Epoch 812 | loss: 0.0310182 | val_loss: 0.031268 | Time: 1897.7 ms [2020-11-18 04:38:29 main:574] : INFO : Epoch 813 | loss: 0.0310171 | val_loss: 0.0312951 | Time: 1903.99 ms [2020-11-18 04:38:31 main:574] : INFO : Epoch 814 | loss: 0.0310145 | val_loss: 0.0312886 | Time: 1911.41 ms [2020-11-18 04:38:33 main:574] : INFO : Epoch 815 | loss: 0.0310097 | val_loss: 0.0312875 | Time: 1897.4 ms [2020-11-18 04:38:35 main:574] : INFO : Epoch 816 | loss: 0.0310166 | val_loss: 0.0312811 | Time: 1911.44 ms [2020-11-18 04:38:37 main:574] : INFO : Epoch 817 | loss: 0.0310144 | val_loss: 0.0313007 | Time: 1914.67 ms [2020-11-18 04:38:39 main:574] : INFO : Epoch 818 | loss: 0.0310147 | val_loss: 0.0313095 | Time: 1928.63 ms [2020-11-18 04:38:41 main:574] : INFO : Epoch 819 | loss: 0.0310184 | val_loss: 0.0312865 | Time: 1912.15 ms [2020-11-18 04:38:43 main:574] : INFO : Epoch 820 | loss: 0.0310068 | val_loss: 0.0312953 | Time: 1926.12 ms [2020-11-18 04:38:45 main:574] : INFO : Epoch 821 | loss: 0.0310179 | val_loss: 0.0312706 | Time: 1865.46 ms [2020-11-18 04:38:47 main:574] : INFO : Epoch 822 | loss: 0.0310116 | val_loss: 0.0313045 | Time: 1895.97 ms [2020-11-18 04:38:49 main:574] : INFO : Epoch 823 | loss: 0.031023 | val_loss: 0.03128 | Time: 1878.15 ms [2020-11-18 04:38:51 main:574] : INFO : Epoch 824 | loss: 0.0310253 | val_loss: 0.0312874 | Time: 1898.89 ms [2020-11-18 04:38:53 main:574] : INFO : Epoch 825 | loss: 0.0310197 | val_loss: 0.0312712 | Time: 1875.64 ms [2020-11-18 04:38:55 main:574] : INFO : Epoch 826 | loss: 0.0310161 | val_loss: 0.0312762 | Time: 1851.64 ms [2020-11-18 04:38:56 main:574] : INFO : Epoch 827 | loss: 0.0310167 | val_loss: 0.0312999 | Time: 1890.24 ms [2020-11-18 04:38:58 main:574] : INFO : Epoch 828 | loss: 0.0310171 | val_loss: 0.0313024 | Time: 1870.26 ms [2020-11-18 04:39:00 main:574] : INFO : Epoch 829 | loss: 0.031015 | val_loss: 0.031318 | Time: 1884.63 ms [2020-11-18 04:39:02 main:574] : INFO : Epoch 830 | loss: 0.0310236 | val_loss: 0.0312679 | Time: 1927.5 ms [2020-11-18 04:39:04 main:574] : INFO : Epoch 831 | loss: 0.0310189 | val_loss: 0.0312846 | Time: 1937.16 ms [2020-11-18 04:39:06 main:574] : INFO : Epoch 832 | loss: 0.0310097 | val_loss: 0.0313046 | Time: 1919.23 ms [2020-11-18 04:39:08 main:574] : INFO : Epoch 833 | loss: 0.031006 | val_loss: 0.0313047 | Time: 1889.46 ms [2020-11-18 04:39:10 main:574] : INFO : Epoch 834 | loss: 0.0310141 | val_loss: 0.0312947 | Time: 1890.82 ms [2020-11-18 04:39:12 main:574] : INFO : Epoch 835 | loss: 0.0310184 | val_loss: 0.0312824 | Time: 1869.5 ms [2020-11-18 04:39:14 main:574] : INFO : Epoch 836 | loss: 0.0310207 | val_loss: 0.031314 | Time: 1905.77 ms [2020-11-18 04:39:16 main:574] : INFO : Epoch 837 | loss: 0.0310138 | val_loss: 0.0312732 | Time: 1889.34 ms [2020-11-18 04:39:18 main:574] : INFO : Epoch 838 | loss: 0.0310126 | val_loss: 0.031277 | Time: 1886.99 ms [2020-11-18 04:39:20 main:574] : INFO : Epoch 839 | loss: 0.0310183 | val_loss: 0.031249 | Time: 1883.1 ms [2020-11-18 04:39:22 main:574] : INFO : Epoch 840 | loss: 0.0310203 | val_loss: 0.0313116 | Time: 1912.24 ms [2020-11-18 04:39:24 main:574] : INFO : Epoch 841 | loss: 0.0310153 | val_loss: 0.031309 | Time: 1893.63 ms [2020-11-18 04:39:26 main:574] : INFO : Epoch 842 | loss: 0.0310161 | val_loss: 0.0312975 | Time: 1904.79 ms [2020-11-18 04:39:28 main:574] : INFO : Epoch 843 | loss: 0.0310167 | val_loss: 0.0313134 | Time: 1914.13 ms [2020-11-18 04:39:30 main:574] : INFO : Epoch 844 | loss: 0.0310164 | val_loss: 0.0312823 | Time: 1895.18 ms [2020-11-18 04:39:32 main:574] : INFO : Epoch 845 | loss: 0.0310086 | val_loss: 0.0312931 | Time: 1906.93 ms [2020-11-18 04:39:34 main:574] : INFO : Epoch 846 | loss: 0.0310143 | val_loss: 0.0312909 | Time: 1889.18 ms [2020-11-18 04:39:36 main:574] : INFO : Epoch 847 | loss: 0.0310222 | val_loss: 0.0312616 | Time: 1879.31 ms [2020-11-18 04:39:38 main:574] : INFO : Epoch 848 | loss: 0.031017 | val_loss: 0.0312794 | Time: 1892.54 ms [2020-11-18 04:39:40 main:574] : INFO : Epoch 849 | loss: 0.031033 | val_loss: 0.031314 | Time: 1917.14 ms [2020-11-18 04:39:42 main:574] : INFO : Epoch 850 | loss: 0.0310292 | val_loss: 0.031276 | Time: 1909.08 ms [2020-11-18 04:39:44 main:574] : INFO : Epoch 851 | loss: 0.0310183 | val_loss: 0.0313141 | Time: 1890.29 ms [2020-11-18 04:39:46 main:574] : INFO : Epoch 852 | loss: 0.0310161 | val_loss: 0.0312904 | Time: 1902.84 ms [2020-11-18 04:39:48 main:574] : INFO : Epoch 853 | loss: 0.0310222 | val_loss: 0.0312721 | Time: 1908.36 ms [2020-11-18 04:39:50 main:574] : INFO : Epoch 854 | loss: 0.0310161 | val_loss: 0.0312927 | Time: 1896.53 ms [2020-11-18 04:39:52 main:574] : INFO : Epoch 855 | loss: 0.031015 | val_loss: 0.03133 | Time: 1911.38 ms [2020-11-18 04:39:53 main:574] : INFO : Epoch 856 | loss: 0.0310071 | val_loss: 0.0312721 | Time: 1886.88 ms [2020-11-18 04:39:55 main:574] : INFO : Epoch 857 | loss: 0.0310122 | val_loss: 0.0312881 | Time: 1898.76 ms [2020-11-18 04:39:57 main:574] : INFO : Epoch 858 | loss: 0.0310158 | val_loss: 0.0312918 | Time: 1909.56 ms [2020-11-18 04:39:59 main:574] : INFO : Epoch 859 | loss: 0.0310084 | val_loss: 0.0312693 | Time: 1894.57 ms [2020-11-18 04:40:01 main:574] : INFO : Epoch 860 | loss: 0.0310054 | val_loss: 0.0313042 | Time: 1881.63 ms [2020-11-18 04:40:03 main:574] : INFO : Epoch 861 | loss: 0.0310106 | val_loss: 0.0313014 | Time: 1895.64 ms [2020-11-18 04:40:05 main:574] : INFO : Epoch 862 | loss: 0.0310179 | val_loss: 0.0312863 | Time: 1894.6 ms [2020-11-18 04:40:07 main:574] : INFO : Epoch 863 | loss: 0.0310161 | val_loss: 0.0313047 | Time: 1898.79 ms [2020-11-18 04:40:09 main:574] : INFO : Epoch 864 | loss: 0.031007 | val_loss: 0.0312944 | Time: 1872.03 ms [2020-11-18 04:40:11 main:574] : INFO : Epoch 865 | loss: 0.0310136 | val_loss: 0.0312773 | Time: 1902.37 ms [2020-11-18 04:40:13 main:574] : INFO : Epoch 866 | loss: 0.0310164 | val_loss: 0.031265 | Time: 1901.46 ms [2020-11-18 04:40:15 main:574] : INFO : Epoch 867 | loss: 0.0310065 | val_loss: 0.0313156 | Time: 1883.15 ms [2020-11-18 04:40:17 main:574] : INFO : Epoch 868 | loss: 0.0310053 | val_loss: 0.0313098 | Time: 1895.99 ms [2020-11-18 04:40:19 main:574] : INFO : Epoch 869 | loss: 0.0310188 | val_loss: 0.0313104 | Time: 1883.08 ms [2020-11-18 04:40:21 main:574] : INFO : Epoch 870 | loss: 0.0310189 | val_loss: 0.0312956 | Time: 1915.97 ms [2020-11-18 04:40:23 main:574] : INFO : Epoch 871 | loss: 0.0310112 | val_loss: 0.0312989 | Time: 1902.1 ms [2020-11-18 04:40:25 main:574] : INFO : Epoch 872 | loss: 0.0310155 | val_loss: 0.0313049 | Time: 1895.58 ms [2020-11-18 04:40:27 main:574] : INFO : Epoch 873 | loss: 0.0310145 | val_loss: 0.0312877 | Time: 1864.21 ms [2020-11-18 04:40:29 main:574] : INFO : Epoch 874 | loss: 0.0310121 | val_loss: 0.0313052 | Time: 1853.28 ms [2020-11-18 04:40:31 main:574] : INFO : Epoch 875 | loss: 0.0310169 | val_loss: 0.0312949 | Time: 1893.33 ms [2020-11-18 04:40:33 main:574] : INFO : Epoch 876 | loss: 0.0310371 | val_loss: 0.0312835 | Time: 1893.56 ms [2020-11-18 04:40:35 main:574] : INFO : Epoch 877 | loss: 0.0310513 | val_loss: 0.0312614 | Time: 1878.84 ms [2020-11-18 04:40:37 main:574] : INFO : Epoch 878 | loss: 0.0310276 | val_loss: 0.0312709 | Time: 1913.18 ms [2020-11-18 04:40:38 main:574] : INFO : Epoch 879 | loss: 0.0310282 | val_loss: 0.0312528 | Time: 1902.61 ms [2020-11-18 04:40:40 main:574] : INFO : Epoch 880 | loss: 0.0310249 | val_loss: 0.0313062 | Time: 1891.34 ms [2020-11-18 04:40:42 main:574] : INFO : Epoch 881 | loss: 0.0310248 | val_loss: 0.0312971 | Time: 1895.87 ms [2020-11-18 04:40:44 main:574] : INFO : Epoch 882 | loss: 0.0310175 | val_loss: 0.0312879 | Time: 1891.47 ms [2020-11-18 04:40:46 main:574] : INFO : Epoch 883 | loss: 0.0310096 | val_loss: 0.0312754 | Time: 1901.01 ms [2020-11-18 04:40:48 main:574] : INFO : Epoch 884 | loss: 0.0310104 | val_loss: 0.0312921 | Time: 1897.65 ms [2020-11-18 04:40:50 main:574] : INFO : Epoch 885 | loss: 0.0310106 | val_loss: 0.031316 | Time: 1893.45 ms [2020-11-18 04:40:52 main:574] : INFO : Epoch 886 | loss: 0.031007 | val_loss: 0.0312999 | Time: 1925.09 ms [2020-11-18 04:40:54 main:574] : INFO : Epoch 887 | loss: 0.0310161 | val_loss: 0.0313293 | Time: 1906.1 ms [2020-11-18 04:40:56 main:574] : INFO : Epoch 888 | loss: 0.0310162 | val_loss: 0.0312864 | Time: 1921.15 ms [2020-11-18 04:40:58 main:574] : INFO : Epoch 889 | loss: 0.0310142 | val_loss: 0.0312708 | Time: 1856.39 ms [2020-11-18 04:41:00 main:574] : INFO : Epoch 890 | loss: 0.0310062 | val_loss: 0.0312928 | Time: 1899.46 ms [2020-11-18 04:41:02 main:574] : INFO : Epoch 891 | loss: 0.0310093 | val_loss: 0.0312801 | Time: 1885.39 ms [2020-11-18 04:41:04 main:574] : INFO : Epoch 892 | loss: 0.03102 | val_loss: 0.0312727 | Time: 1881.19 ms [2020-11-18 04:41:06 main:574] : INFO : Epoch 893 | loss: 0.0310205 | val_loss: 0.031321 | Time: 1888.78 ms [2020-11-18 04:41:08 main:574] : INFO : Epoch 894 | loss: 0.0310115 | val_loss: 0.0312942 | Time: 1884.9 ms [2020-11-18 04:41:10 main:574] : INFO : Epoch 895 | loss: 0.0310176 | val_loss: 0.031283 | Time: 1904.88 ms [2020-11-18 04:41:12 main:574] : INFO : Epoch 896 | loss: 0.0310135 | val_loss: 0.0313174 | Time: 1881.51 ms [2020-11-18 04:41:14 main:574] : INFO : Epoch 897 | loss: 0.0310129 | val_loss: 0.0313028 | Time: 1904.95 ms [2020-11-18 04:41:16 main:574] : INFO : Epoch 898 | loss: 0.0310162 | val_loss: 0.0312891 | Time: 1917.37 ms [2020-11-18 04:41:18 main:574] : INFO : Epoch 899 | loss: 0.0310166 | val_loss: 0.031286 | Time: 1899.77 ms [2020-11-18 04:41:20 main:574] : INFO : Epoch 900 | loss: 0.0310183 | val_loss: 0.0313078 | Time: 1904.25 ms [2020-11-18 04:41:22 main:574] : INFO : Epoch 901 | loss: 0.0310287 | val_loss: 0.031241 | Time: 1910.24 ms [2020-11-18 04:41:24 main:574] : INFO : Epoch 902 | loss: 0.0310266 | val_loss: 0.0312693 | Time: 1904.28 ms [2020-11-18 04:41:26 main:574] : INFO : Epoch 903 | loss: 0.031024 | val_loss: 0.0313016 | Time: 1903.44 ms [2020-11-18 04:41:28 main:574] : INFO : Epoch 904 | loss: 0.0310144 | val_loss: 0.0313064 | Time: 1892.58 ms [2020-11-18 04:41:30 main:574] : INFO : Epoch 905 | loss: 0.0310164 | val_loss: 0.0312706 | Time: 1908.15 ms [2020-11-18 04:41:32 main:574] : INFO : Epoch 906 | loss: 0.0310234 | val_loss: 0.0313209 | Time: 1876.07 ms [2020-11-18 04:41:33 main:574] : INFO : Epoch 907 | loss: 0.031013 | val_loss: 0.0312847 | Time: 1900.87 ms [2020-11-18 04:41:35 main:574] : INFO : Epoch 908 | loss: 0.0310242 | val_loss: 0.0312553 | Time: 1903.36 ms [2020-11-18 04:41:37 main:574] : INFO : Epoch 909 | loss: 0.0310251 | val_loss: 0.0312814 | Time: 1874.53 ms [2020-11-18 04:41:39 main:574] : INFO : Epoch 910 | loss: 0.0310171 | val_loss: 0.0312792 | Time: 1898.76 ms [2020-11-18 04:41:41 main:574] : INFO : Epoch 911 | loss: 0.0310084 | val_loss: 0.0312671 | Time: 1910.13 ms [2020-11-18 04:41:43 main:574] : INFO : Epoch 912 | loss: 0.0310142 | val_loss: 0.0312696 | Time: 1911.17 ms [2020-11-18 04:41:45 main:574] : INFO : Epoch 913 | loss: 0.0310132 | val_loss: 0.0313014 | Time: 1897.94 ms [2020-11-18 04:41:47 main:574] : INFO : Epoch 914 | loss: 0.0310308 | val_loss: 0.0312842 | Time: 1909.55 ms [2020-11-18 04:41:49 main:574] : INFO : Epoch 915 | loss: 0.0310439 | val_loss: 0.0312662 | Time: 1886.51 ms [2020-11-18 04:41:51 main:574] : INFO : Epoch 916 | loss: 0.03102 | val_loss: 0.0312944 | Time: 1914.1 ms [2020-11-18 04:41:53 main:574] : INFO : Epoch 917 | loss: 0.0310169 | val_loss: 0.031277 | Time: 1894.75 ms [2020-11-18 04:41:55 main:574] : INFO : Epoch 918 | loss: 0.0310132 | val_loss: 0.0313181 | Time: 1904.55 ms [2020-11-18 04:41:57 main:574] : INFO : Epoch 919 | loss: 0.031008 | val_loss: 0.0313007 | Time: 1884.35 ms [2020-11-18 04:41:59 main:574] : INFO : Epoch 920 | loss: 0.0310091 | val_loss: 0.0313256 | Time: 1877.94 ms [2020-11-18 04:42:01 main:574] : INFO : Epoch 921 | loss: 0.0310145 | val_loss: 0.031282 | Time: 1915.02 ms [2020-11-18 04:42:03 main:574] : INFO : Epoch 922 | loss: 0.0310101 | val_loss: 0.0312811 | Time: 1890.27 ms [2020-11-18 04:42:05 main:574] : INFO : Epoch 923 | loss: 0.0310169 | val_loss: 0.0312817 | Time: 1887.16 ms [2020-11-18 04:42:07 main:574] : INFO : Epoch 924 | loss: 0.0310189 | val_loss: 0.0312872 | Time: 1878.01 ms [2020-11-18 04:42:09 main:574] : INFO : Epoch 925 | loss: 0.0310098 | val_loss: 0.0313292 | Time: 2116.19 ms [2020-11-18 04:42:11 main:574] : INFO : Epoch 926 | loss: 0.0310182 | val_loss: 0.0312926 | Time: 1888.82 ms [2020-11-18 04:42:13 main:574] : INFO : Epoch 927 | loss: 0.0310167 | val_loss: 0.0312833 | Time: 1841.89 ms [2020-11-18 04:42:15 main:574] : INFO : Epoch 928 | loss: 0.0310122 | val_loss: 0.0312944 | Time: 1834.6 ms [2020-11-18 04:42:17 main:574] : INFO : Epoch 929 | loss: 0.0310105 | val_loss: 0.0312799 | Time: 1864.69 ms [2020-11-18 04:42:19 main:574] : INFO : Epoch 930 | loss: 0.0310094 | val_loss: 0.0313119 | Time: 1844.58 ms [2020-11-18 04:42:21 main:574] : INFO : Epoch 931 | loss: 0.0310091 | val_loss: 0.0312806 | Time: 1868.93 ms [2020-11-18 04:42:23 main:574] : INFO : Epoch 932 | loss: 0.0310096 | val_loss: 0.0313244 | Time: 1859.65 ms [2020-11-18 04:42:25 main:574] : INFO : Epoch 933 | loss: 0.0310084 | val_loss: 0.0313114 | Time: 1858.58 ms [2020-11-18 04:42:27 main:574] : INFO : Epoch 934 | loss: 0.0310313 | val_loss: 0.0312568 | Time: 1821.7 ms [2020-11-18 04:42:29 main:574] : INFO : Epoch 935 | loss: 0.0310468 | val_loss: 0.031241 | Time: 1856.86 ms [2020-11-18 04:42:30 main:574] : INFO : Epoch 936 | loss: 0.0310245 | val_loss: 0.0312982 | Time: 1859.39 ms [2020-11-18 04:42:33 main:574] : INFO : Epoch 937 | loss: 0.0310141 | val_loss: 0.0312828 | Time: 1896.46 ms [2020-11-18 04:42:34 main:574] : INFO : Epoch 938 | loss: 0.0310185 | val_loss: 0.0312758 | Time: 1866.65 ms [2020-11-18 04:42:36 main:574] : INFO : Epoch 939 | loss: 0.0310117 | val_loss: 0.031297 | Time: 1827.21 ms [2020-11-18 04:42:38 main:574] : INFO : Epoch 940 | loss: 0.0310076 | val_loss: 0.0312958 | Time: 1833.73 ms [2020-11-18 04:42:40 main:574] : INFO : Epoch 941 | loss: 0.0310122 | val_loss: 0.0313065 | Time: 1857.27 ms [2020-11-18 04:42:42 main:574] : INFO : Epoch 942 | loss: 0.0310089 | val_loss: 0.0313055 | Time: 1816.84 ms [2020-11-18 04:42:44 main:574] : INFO : Epoch 943 | loss: 0.0310125 | val_loss: 0.0313209 | Time: 1837.41 ms [2020-11-18 04:42:46 main:574] : INFO : Epoch 944 | loss: 0.0310255 | val_loss: 0.0313269 | Time: 1860.2 ms [2020-11-18 04:42:48 main:574] : INFO : Epoch 945 | loss: 0.0312826 | val_loss: 0.0312578 | Time: 1844.15 ms [2020-11-18 04:42:50 main:574] : INFO : Epoch 946 | loss: 0.031312 | val_loss: 0.0312917 | Time: 1842.39 ms [2020-11-18 04:42:52 main:574] : INFO : Epoch 947 | loss: 0.0312289 | val_loss: 0.0312474 | Time: 1834.54 ms [2020-11-18 04:42:54 main:574] : INFO : Epoch 948 | loss: 0.0312063 | val_loss: 0.0312407 | Time: 1824 ms [2020-11-18 04:42:56 main:574] : INFO : Epoch 949 | loss: 0.0312042 | val_loss: 0.0312374 | Time: 1829.37 ms [2020-11-18 04:42:58 main:574] : INFO : Epoch 950 | loss: 0.0312037 | val_loss: 0.0312442 | Time: 1863.8 ms [2020-11-18 04:43:00 main:574] : INFO : Epoch 951 | loss: 0.0312028 | val_loss: 0.0312466 | Time: 1871.45 ms [2020-11-18 04:43:02 main:574] : INFO : Epoch 952 | loss: 0.0312031 | val_loss: 0.0312426 | Time: 1872.89 ms [2020-11-18 04:43:04 main:574] : INFO : Epoch 953 | loss: 0.0312032 | val_loss: 0.0312477 | Time: 1819.22 ms [2020-11-18 04:43:06 main:574] : INFO : Epoch 954 | loss: 0.0312022 | val_loss: 0.0312438 | Time: 1820.49 ms [2020-11-18 04:43:08 main:574] : INFO : Epoch 955 | loss: 0.0312027 | val_loss: 0.0312448 | Time: 1826.03 ms [2020-11-18 04:43:10 main:574] : INFO : Epoch 956 | loss: 0.0312034 | val_loss: 0.0312468 | Time: 1825.88 ms [2020-11-18 04:43:12 main:574] : INFO : Epoch 957 | loss: 0.0312033 | val_loss: 0.0312391 | Time: 1846.39 ms [2020-11-18 04:43:13 main:574] : INFO : Epoch 958 | loss: 0.0312022 | val_loss: 0.031239 | Time: 1828.19 ms [2020-11-18 04:43:15 main:574] : INFO : Epoch 959 | loss: 0.0312023 | val_loss: 0.0312461 | Time: 1839.12 ms [2020-11-18 04:43:17 main:574] : INFO : Epoch 960 | loss: 0.0312025 | val_loss: 0.0312456 | Time: 1845.63 ms [2020-11-18 04:43:19 main:574] : INFO : Epoch 961 | loss: 0.0312015 | val_loss: 0.0312437 | Time: 1876.82 ms [2020-11-18 04:43:21 main:574] : INFO : Epoch 962 | loss: 0.031202 | val_loss: 0.0312404 | Time: 1856.35 ms [2020-11-18 04:43:23 main:574] : INFO : Epoch 963 | loss: 0.0312015 | val_loss: 0.0312451 | Time: 1827.48 ms [2020-11-18 04:43:25 main:574] : INFO : Epoch 964 | loss: 0.0312016 | val_loss: 0.0312476 | Time: 1858.72 ms [2020-11-18 04:43:27 main:574] : INFO : Epoch 965 | loss: 0.0312014 | val_loss: 0.0312475 | Time: 1845.04 ms [2020-11-18 04:43:29 main:574] : INFO : Epoch 966 | loss: 0.0312016 | val_loss: 0.0312462 | Time: 1838.33 ms [2020-11-18 04:43:31 main:574] : INFO : Epoch 967 | loss: 0.0312013 | val_loss: 0.0312432 | Time: 1847.95 ms [2020-11-18 04:43:33 main:574] : INFO : Epoch 968 | loss: 0.0312018 | val_loss: 0.0312446 | Time: 1850.46 ms [2020-11-18 04:43:35 main:574] : INFO : Epoch 969 | loss: 0.0312016 | val_loss: 0.0312422 | Time: 1847.68 ms [2020-11-18 04:43:36 main:574] : INFO : Epoch 970 | loss: 0.0312031 | val_loss: 0.0312402 | Time: 1841.02 ms [2020-11-18 04:43:38 main:574] : INFO : Epoch 971 | loss: 0.0312027 | val_loss: 0.0312496 | Time: 1850.64 ms [2020-11-18 04:43:40 main:574] : INFO : Epoch 972 | loss: 0.0312029 | val_loss: 0.0312389 | Time: 1856.18 ms [2020-11-18 04:43:42 main:574] : INFO : Epoch 973 | loss: 0.0312024 | val_loss: 0.031239 | Time: 1825.14 ms [2020-11-18 04:43:44 main:574] : INFO : Epoch 974 | loss: 0.0312018 | val_loss: 0.0312451 | Time: 1838.03 ms [2020-11-18 04:43:46 main:574] : INFO : Epoch 975 | loss: 0.0312018 | val_loss: 0.0312455 | Time: 1820.39 ms [2020-11-18 04:43:48 main:574] : INFO : Epoch 976 | loss: 0.0312015 | val_loss: 0.0312463 | Time: 1828.99 ms [2020-11-18 04:43:50 main:574] : INFO : Epoch 977 | loss: 0.0312014 | val_loss: 0.0312448 | Time: 1849.36 ms [2020-11-18 04:43:52 main:574] : INFO : Epoch 978 | loss: 0.0312021 | val_loss: 0.0312437 | Time: 1858.44 ms [2020-11-18 04:43:54 main:574] : INFO : Epoch 979 | loss: 0.0312018 | val_loss: 0.0312454 | Time: 1861.27 ms [2020-11-18 04:43:56 main:574] : INFO : Epoch 980 | loss: 0.0312025 | val_loss: 0.0312431 | Time: 1837.5 ms [2020-11-18 04:43:58 main:574] : INFO : Epoch 981 | loss: 0.0312019 | val_loss: 0.0312473 | Time: 1822.68 ms [2020-11-18 04:43:59 main:574] : INFO : Epoch 982 | loss: 0.0312012 | val_loss: 0.0312445 | Time: 1824.03 ms [2020-11-18 04:44:01 main:574] : INFO : Epoch 983 | loss: 0.0312022 | val_loss: 0.0312403 | Time: 1836.53 ms [2020-11-18 04:44:03 main:574] : INFO : Epoch 984 | loss: 0.031202 | val_loss: 0.0312422 | Time: 1844.81 ms [2020-11-18 04:44:05 main:574] : INFO : Epoch 985 | loss: 0.0312015 | val_loss: 0.0312431 | Time: 1814.22 ms [2020-11-18 04:44:07 main:574] : INFO : Epoch 986 | loss: 0.0312022 | val_loss: 0.0312418 | Time: 1877.01 ms [2020-11-18 04:44:09 main:574] : INFO : Epoch 987 | loss: 0.0312021 | val_loss: 0.0312417 | Time: 1841.49 ms [2020-11-18 04:44:11 main:574] : INFO : Epoch 988 | loss: 0.0312017 | val_loss: 0.0312456 | Time: 1835.45 ms [2020-11-18 04:44:13 main:574] : INFO : Epoch 989 | loss: 0.0312025 | val_loss: 0.0312426 | Time: 1850.87 ms [2020-11-18 04:44:15 main:574] : INFO : Epoch 990 | loss: 0.0312013 | val_loss: 0.0312402 | Time: 1837.08 ms [2020-11-18 04:44:17 main:574] : INFO : Epoch 991 | loss: 0.0312012 | val_loss: 0.0312431 | Time: 1834.37 ms [2020-11-18 04:44:19 main:574] : INFO : Epoch 992 | loss: 0.0312028 | val_loss: 0.0312445 | Time: 1837.76 ms [2020-11-18 04:44:20 main:574] : INFO : Epoch 993 | loss: 0.0312022 | val_loss: 0.0312436 | Time: 1855.32 ms [2020-11-18 04:44:22 main:574] : INFO : Epoch 994 | loss: 0.0312016 | val_loss: 0.0312448 | Time: 1850.24 ms [2020-11-18 04:44:24 main:574] : INFO : Epoch 995 | loss: 0.0312021 | val_loss: 0.0312433 | Time: 1853.99 ms [2020-11-18 04:44:26 main:574] : INFO : Epoch 996 | loss: 0.0312023 | val_loss: 0.031241 | Time: 1807.24 ms [2020-11-18 04:44:28 main:574] : INFO : Epoch 997 | loss: 0.0312018 | val_loss: 0.0312438 | Time: 1843.8 ms [2020-11-18 04:44:30 main:574] : INFO : Epoch 998 | loss: 0.0312018 | val_loss: 0.0312444 | Time: 1823.34 ms [2020-11-18 04:44:32 main:574] : INFO : Epoch 999 | loss: 0.0312015 | val_loss: 0.0312478 | Time: 1869.57 ms [2020-11-18 04:44:34 main:574] : INFO : Epoch 1000 | loss: 0.0312018 | val_loss: 0.0312418 | Time: 1873.84 ms [2020-11-18 04:44:36 main:574] : INFO : Epoch 1001 | loss: 0.0312012 | val_loss: 0.0312422 | Time: 1837.86 ms [2020-11-18 04:44:38 main:574] : INFO : Epoch 1002 | loss: 0.0312025 | val_loss: 0.0312393 | Time: 1840.36 ms [2020-11-18 04:44:40 main:574] : INFO : Epoch 1003 | loss: 0.0312017 | val_loss: 0.0312425 | Time: 1847.75 ms [2020-11-18 04:44:42 main:574] : INFO : Epoch 1004 | loss: 0.0312014 | val_loss: 0.0312426 | Time: 1837.08 ms [2020-11-18 04:44:43 main:574] : INFO : Epoch 1005 | loss: 0.0312012 | val_loss: 0.0312474 | Time: 1884.61 ms [2020-11-18 04:44:45 main:574] : INFO : Epoch 1006 | loss: 0.0312015 | val_loss: 0.0312459 | Time: 1858.59 ms [2020-11-18 04:44:47 main:574] : INFO : Epoch 1007 | loss: 0.0312016 | val_loss: 0.0312452 | Time: 1866.4 ms [2020-11-18 04:44:49 main:574] : INFO : Epoch 1008 | loss: 0.0312014 | val_loss: 0.0312435 | Time: 1843.79 ms [2020-11-18 04:44:51 main:574] : INFO : Epoch 1009 | loss: 0.0312014 | val_loss: 0.0312424 | Time: 1874.11 ms [2020-11-18 04:44:53 main:574] : INFO : Epoch 1010 | loss: 0.0312015 | val_loss: 0.0312409 | Time: 1836.74 ms [2020-11-18 04:44:55 main:574] : INFO : Epoch 1011 | loss: 0.0312026 | val_loss: 0.0312425 | Time: 1828.72 ms [2020-11-18 04:44:57 main:574] : INFO : Epoch 1012 | loss: 0.0312022 | val_loss: 0.0312427 | Time: 1861.97 ms [2020-11-18 04:44:59 main:574] : INFO : Epoch 1013 | loss: 0.0312015 | val_loss: 0.0312462 | Time: 1856.81 ms [2020-11-18 04:45:01 main:574] : INFO : Epoch 1014 | loss: 0.0312015 | val_loss: 0.0312472 | Time: 1832.3 ms [2020-11-18 04:45:03 main:574] : INFO : Epoch 1015 | loss: 0.0312016 | val_loss: 0.0312432 | Time: 1844.31 ms [2020-11-18 04:45:05 main:574] : INFO : Epoch 1016 | loss: 0.0312015 | val_loss: 0.0312454 | Time: 1854.43 ms [2020-11-18 04:45:06 main:574] : INFO : Epoch 1017 | loss: 0.0312015 | val_loss: 0.0312397 | Time: 1851.33 ms [2020-11-18 04:45:08 main:574] : INFO : Epoch 1018 | loss: 0.0312014 | val_loss: 0.0312455 | Time: 1846.31 ms [2020-11-18 04:45:10 main:574] : INFO : Epoch 1019 | loss: 0.0312015 | val_loss: 0.0312447 | Time: 1862.16 ms [2020-11-18 04:45:12 main:574] : INFO : Epoch 1020 | loss: 0.0312024 | val_loss: 0.0312397 | Time: 1849.46 ms [2020-11-18 04:45:14 main:574] : INFO : Epoch 1021 | loss: 0.0312029 | val_loss: 0.0312399 | Time: 1832.35 ms [2020-11-18 04:45:16 main:574] : INFO : Epoch 1022 | loss: 0.0312018 | val_loss: 0.0312435 | Time: 1829.88 ms [2020-11-18 04:45:18 main:574] : INFO : Epoch 1023 | loss: 0.0312024 | val_loss: 0.0312409 | Time: 1858.87 ms [2020-11-18 04:45:20 main:574] : INFO : Epoch 1024 | loss: 0.0312016 | val_loss: 0.0312387 | Time: 1832.38 ms [2020-11-18 04:45:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312387 [2020-11-18 04:45:20 main:603] : INFO : Saving end state to config to file [2020-11-18 04:45:20 main:608] : INFO : Success, exiting.. 04:45:20 (3520): 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)