Task 3192310
| Name | ParityMachine-1606531403-26949-1_1 |
| Workunit | 1470598 |
| Created | 7 Dec 2020, 10:30:45 UTC |
| Sent | 7 Dec 2020, 10:34:20 UTC |
| Report deadline | 14 Dec 2020, 10:34:20 UTC |
| Received | 7 Dec 2020, 13:32:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4586 |
| Run time | 30 min 46 sec |
| CPU time | 30 min 19 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 5,073.41 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> al_loss: 0.0313562 | Time: 1705.77 ms [2020-12-07 04:16:52 main:574] : INFO : Epoch 515 | loss: 0.0309275 | val_loss: 0.0313823 | Time: 1682.47 ms [2020-12-07 04:16:53 main:574] : INFO : Epoch 516 | loss: 0.0309224 | val_loss: 0.0313805 | Time: 1830.25 ms [2020-12-07 04:16:55 main:574] : INFO : Epoch 517 | loss: 0.0309291 | val_loss: 0.0313689 | Time: 1818.22 ms [2020-12-07 04:16:57 main:574] : INFO : Epoch 518 | loss: 0.0309343 | val_loss: 0.0313582 | Time: 1786.05 ms [2020-12-07 04:16:59 main:574] : INFO : Epoch 519 | loss: 0.0309299 | val_loss: 0.0313997 | Time: 1831.47 ms [2020-12-07 04:17:01 main:574] : INFO : Epoch 520 | loss: 0.0309394 | val_loss: 0.0313831 | Time: 1775.77 ms [2020-12-07 04:17:02 main:574] : INFO : Epoch 521 | loss: 0.030924 | val_loss: 0.0313493 | Time: 1685.02 ms [2020-12-07 04:17:04 main:574] : INFO : Epoch 522 | loss: 0.0309356 | val_loss: 0.0314197 | Time: 1804.89 ms [2020-12-07 04:17:06 main:574] : INFO : Epoch 523 | loss: 0.0309518 | val_loss: 0.0314277 | Time: 1836.98 ms [2020-12-07 04:17:08 main:574] : INFO : Epoch 524 | loss: 0.030942 | val_loss: 0.0313678 | Time: 1980.57 ms [2020-12-07 04:17:10 main:574] : INFO : Epoch 525 | loss: 0.0309353 | val_loss: 0.0313304 | Time: 1723.99 ms [2020-12-07 04:17:12 main:574] : INFO : Epoch 526 | loss: 0.0309283 | val_loss: 0.0313637 | Time: 1771.17 ms [2020-12-07 04:17:13 main:574] : INFO : Epoch 527 | loss: 0.0309374 | val_loss: 0.0313757 | Time: 1830.62 ms [2020-12-07 04:17:15 main:574] : INFO : Epoch 528 | loss: 0.0309385 | val_loss: 0.0313483 | Time: 1799.12 ms [2020-12-07 04:17:17 main:574] : INFO : Epoch 529 | loss: 0.0309357 | val_loss: 0.0313168 | Time: 1814.31 ms [2020-12-07 04:17:19 main:574] : INFO : Epoch 530 | loss: 0.0309397 | val_loss: 0.0313926 | Time: 1816.41 ms [2020-12-07 04:17:21 main:574] : INFO : Epoch 531 | loss: 0.0309419 | val_loss: 0.0314326 | Time: 1763.37 ms [2020-12-07 04:17:22 main:574] : INFO : Epoch 532 | loss: 0.0309331 | val_loss: 0.0313209 | Time: 1716.49 ms [2020-12-07 04:17:24 main:574] : INFO : Epoch 533 | loss: 0.0309418 | val_loss: 0.0313493 | Time: 1756.31 ms [2020-12-07 04:17:26 main:574] : INFO : Epoch 534 | loss: 0.0309496 | val_loss: 0.0313419 | Time: 1708.74 ms [2020-12-07 04:17:28 main:574] : INFO : Epoch 535 | loss: 0.0309464 | val_loss: 0.0313822 | Time: 1798.34 ms [2020-12-07 04:17:29 main:574] : INFO : Epoch 536 | loss: 0.0309476 | val_loss: 0.0313764 | Time: 1773.4 ms [2020-12-07 04:17:31 main:574] : INFO : Epoch 537 | loss: 0.030946 | val_loss: 0.0313819 | Time: 1751.86 ms [2020-12-07 04:17:33 main:574] : INFO : Epoch 538 | loss: 0.0309315 | val_loss: 0.0313668 | Time: 1800.35 ms [2020-12-07 04:17:35 main:574] : INFO : Epoch 539 | loss: 0.030933 | val_loss: 0.0313865 | Time: 1874.35 ms [2020-12-07 04:17:37 main:574] : INFO : Epoch 540 | loss: 0.0309304 | val_loss: 0.0313707 | Time: 1759.75 ms [2020-12-07 04:17:38 main:574] : INFO : Epoch 541 | loss: 0.0309353 | val_loss: 0.0313546 | Time: 1732.8 ms [2020-12-07 04:17:40 main:574] : INFO : Epoch 542 | loss: 0.0309448 | val_loss: 0.031409 | Time: 1709.73 ms [2020-12-07 04:17:42 main:574] : INFO : Epoch 543 | loss: 0.0309262 | val_loss: 0.0313425 | Time: 1765.76 ms [2020-12-07 04:17:44 main:574] : INFO : Epoch 544 | loss: 0.0309312 | val_loss: 0.0313909 | Time: 1812.98 ms [2020-12-07 04:17:46 main:574] : INFO : Epoch 545 | loss: 0.0309491 | val_loss: 0.0313289 | Time: 1808.83 ms [2020-12-07 04:17:47 main:574] : INFO : Epoch 546 | loss: 0.0309434 | val_loss: 0.031368 | Time: 1816.69 ms [2020-12-07 04:17:49 main:574] : INFO : Epoch 547 | loss: 0.0309387 | val_loss: 0.0313666 | Time: 1800.86 ms [2020-12-07 04:17:51 main:574] : INFO : Epoch 548 | loss: 0.0309389 | val_loss: 0.0313223 | Time: 1815.89 ms [2020-12-07 04:17:53 main:574] : INFO : Epoch 549 | loss: 0.0309327 | val_loss: 0.0313552 | Time: 1784.79 ms [2020-12-07 04:17:55 main:574] : INFO : Epoch 550 | loss: 0.0309331 | val_loss: 0.0313516 | Time: 1773.39 ms [2020-12-07 04:17:56 main:574] : INFO : Epoch 551 | loss: 0.0309423 | val_loss: 0.0313883 | Time: 1769 ms [2020-12-07 04:17:58 main:574] : INFO : Epoch 552 | loss: 0.0309448 | val_loss: 0.0313579 | Time: 1676.21 ms [2020-12-07 04:18:00 main:574] : INFO : Epoch 553 | loss: 0.0309309 | val_loss: 0.0313725 | Time: 1807.28 ms [2020-12-07 04:18:02 main:574] : INFO : Epoch 554 | loss: 0.0309319 | val_loss: 0.0313218 | Time: 1784.01 ms [2020-12-07 04:18:04 main:574] : INFO : Epoch 555 | loss: 0.0309409 | val_loss: 0.0313999 | Time: 1850.4 ms [2020-12-07 04:18:05 main:574] : INFO : Epoch 556 | loss: 0.0309362 | val_loss: 0.0313208 | Time: 1823.68 ms [2020-12-07 04:18:07 main:574] : INFO : Epoch 557 | loss: 0.0309284 | val_loss: 0.0313699 | Time: 1768.7 ms [2020-12-07 04:18:09 main:574] : INFO : Epoch 558 | loss: 0.0309234 | val_loss: 0.0313843 | Time: 1881.2 ms [2020-12-07 04:18:11 main:574] : INFO : Epoch 559 | loss: 0.0309339 | val_loss: 0.0313867 | Time: 1739.3 ms [2020-12-07 04:18:13 main:574] : INFO : Epoch 560 | loss: 0.0309359 | val_loss: 0.031401 | Time: 1684.33 ms [2020-12-07 04:18:14 main:574] : INFO : Epoch 561 | loss: 0.0309436 | val_loss: 0.0313393 | Time: 1749.53 ms [2020-12-07 04:18:16 main:574] : INFO : Epoch 562 | loss: 0.0309405 | val_loss: 0.0313454 | Time: 1752.11 ms [2020-12-07 04:18:18 main:574] : INFO : Epoch 563 | loss: 0.0309373 | val_loss: 0.0313802 | Time: 1833.96 ms [2020-12-07 04:18:20 main:574] : INFO : Epoch 564 | loss: 0.0309365 | val_loss: 0.031361 | Time: 1824.19 ms [2020-12-07 04:18:22 main:574] : INFO : Epoch 565 | loss: 0.0309282 | val_loss: 0.0314082 | Time: 1811.04 ms [2020-12-07 04:18:24 main:574] : INFO : Epoch 566 | loss: 0.0309317 | val_loss: 0.031345 | Time: 1843.88 ms [2020-12-07 04:18:25 main:574] : INFO : Epoch 567 | loss: 0.0309307 | val_loss: 0.0313542 | Time: 1822.14 ms [2020-12-07 04:18:27 main:574] : INFO : Epoch 568 | loss: 0.0309359 | val_loss: 0.0314243 | Time: 1719.25 ms [2020-12-07 04:18:29 main:574] : INFO : Epoch 569 | loss: 0.0309313 | val_loss: 0.0314179 | Time: 1729.53 ms [2020-12-07 04:18:31 main:574] : INFO : Epoch 570 | loss: 0.0309333 | val_loss: 0.0314309 | Time: 1729.97 ms [2020-12-07 04:18:32 main:574] : INFO : Epoch 571 | loss: 0.0309424 | val_loss: 0.0313799 | Time: 1724.19 ms [2020-12-07 04:18:34 main:574] : INFO : Epoch 572 | loss: 0.0309347 | val_loss: 0.0313309 | Time: 1867.09 ms [2020-12-07 04:18:36 main:574] : INFO : Epoch 573 | loss: 0.0309355 | val_loss: 0.0313829 | Time: 1885.86 ms [2020-12-07 04:18:38 main:574] : INFO : Epoch 574 | loss: 0.0309477 | val_loss: 0.0313376 | Time: 1797.99 ms [2020-12-07 04:18:40 main:574] : INFO : Epoch 575 | loss: 0.0309432 | val_loss: 0.0313387 | Time: 1788.39 ms [2020-12-07 04:18:42 main:574] : INFO : Epoch 576 | loss: 0.0309469 | val_loss: 0.0313436 | Time: 1807.29 ms [2020-12-07 04:18:43 main:574] : INFO : Epoch 577 | loss: 0.0309325 | val_loss: 0.0314058 | Time: 1766.15 ms [2020-12-07 04:18:45 main:574] : INFO : Epoch 578 | loss: 0.0309391 | val_loss: 0.0313816 | Time: 1693.92 ms [2020-12-07 04:18:47 main:574] : INFO : Epoch 579 | loss: 0.0309384 | val_loss: 0.0313592 | Time: 1714.52 ms [2020-12-07 04:18:49 main:574] : INFO : Epoch 580 | loss: 0.030927 | val_loss: 0.0313845 | Time: 1761.66 ms [2020-12-07 04:18:50 main:574] : INFO : Epoch 581 | loss: 0.0309302 | val_loss: 0.0313897 | Time: 1782.92 ms [2020-12-07 04:18:52 main:574] : INFO : Epoch 582 | loss: 0.0309407 | val_loss: 0.0313227 | Time: 1830.12 ms [2020-12-07 04:18:54 main:574] : INFO : Epoch 583 | loss: 0.0309583 | val_loss: 0.0313576 | Time: 1837.79 ms [2020-12-07 04:18:56 main:574] : INFO : Epoch 584 | loss: 0.030937 | val_loss: 0.0313497 | Time: 1806.51 ms [2020-12-07 04:18:58 main:574] : INFO : Epoch 585 | loss: 0.0309334 | val_loss: 0.0314023 | Time: 1815.66 ms [2020-12-07 04:18:59 main:574] : INFO : Epoch 586 | loss: 0.0309288 | val_loss: 0.0313569 | Time: 1777.13 ms [2020-12-07 04:19:01 main:574] : INFO : Epoch 587 | loss: 0.0309341 | val_loss: 0.0313553 | Time: 1723.8 ms [2020-12-07 04:19:03 main:574] : INFO : Epoch 588 | loss: 0.0309245 | val_loss: 0.0314288 | Time: 1747.29 ms [2020-12-07 04:19:05 main:574] : INFO : Epoch 589 | loss: 0.030938 | val_loss: 0.0313668 | Time: 1712.05 ms [2020-12-07 04:19:06 main:574] : INFO : Epoch 590 | loss: 0.0309357 | val_loss: 0.0313499 | Time: 1760.33 ms [2020-12-07 04:19:08 main:574] : INFO : Epoch 591 | loss: 0.0309323 | val_loss: 0.0314074 | Time: 1779.9 ms [2020-12-07 04:19:10 main:574] : INFO : Epoch 592 | loss: 0.0309399 | val_loss: 0.0313431 | Time: 1877.9 ms [2020-12-07 04:19:12 main:574] : INFO : Epoch 593 | loss: 0.0309437 | val_loss: 0.0313736 | Time: 1827.36 ms [2020-12-07 04:19:14 main:574] : INFO : Epoch 594 | loss: 0.0309318 | val_loss: 0.0314316 | Time: 1819.28 ms [2020-12-07 04:19:16 main:574] : INFO : Epoch 595 | loss: 0.0309389 | val_loss: 0.0313682 | Time: 1797.3 ms [2020-12-07 04:19:17 main:574] : INFO : Epoch 596 | loss: 0.0309341 | val_loss: 0.0313694 | Time: 1728.31 ms [2020-12-07 04:19:19 main:574] : INFO : Epoch 597 | loss: 0.0309337 | val_loss: 0.0313906 | Time: 1722.66 ms [2020-12-07 04:19:21 main:574] : INFO : Epoch 598 | loss: 0.0309335 | val_loss: 0.0313508 | Time: 1770.73 ms [2020-12-07 04:19:23 main:574] : INFO : Epoch 599 | loss: 0.0309343 | val_loss: 0.0313908 | Time: 1718.98 ms [2020-12-07 04:19:24 main:574] : INFO : Epoch 600 | loss: 0.0309405 | val_loss: 0.0314036 | Time: 1807.64 ms [2020-12-07 04:19:26 main:574] : INFO : Epoch 601 | loss: 0.0309564 | val_loss: 0.0313414 | Time: 1864.24 ms [2020-12-07 04:19:28 main:574] : INFO : Epoch 602 | loss: 0.0309447 | val_loss: 0.0313533 | Time: 1801.77 ms [2020-12-07 04:19:30 main:574] : INFO : Epoch 603 | loss: 0.0309352 | val_loss: 0.0313621 | Time: 1826.39 ms [2020-12-07 04:19:32 main:574] : INFO : Epoch 604 | loss: 0.0309294 | val_loss: 0.0314132 | Time: 1783.13 ms [2020-12-07 04:19:34 main:574] : INFO : Epoch 605 | loss: 0.0309387 | val_loss: 0.0313916 | Time: 1736.88 ms [2020-12-07 04:19:35 main:574] : INFO : Epoch 606 | loss: 0.0309272 | val_loss: 0.0313929 | Time: 1883.89 ms [2020-12-07 04:19:37 main:574] : INFO : Epoch 607 | loss: 0.0309504 | val_loss: 0.0313462 | Time: 1685.59 ms [2020-12-07 04:19:39 main:574] : INFO : Epoch 608 | loss: 0.0309367 | val_loss: 0.0313603 | Time: 1766.64 ms [2020-12-07 04:19:41 main:574] : INFO : Epoch 609 | loss: 0.0309356 | val_loss: 0.0313376 | Time: 1802.75 ms [2020-12-07 04:19:43 main:574] : INFO : Epoch 610 | loss: 0.0309341 | val_loss: 0.0313438 | Time: 1821.72 ms [2020-12-07 04:19:44 main:574] : INFO : Epoch 611 | loss: 0.0309284 | val_loss: 0.0314024 | Time: 1851.12 ms [2020-12-07 04:19:46 main:574] : INFO : Epoch 612 | loss: 0.0309336 | val_loss: 0.031327 | Time: 1785.04 ms [2020-12-07 04:19:48 main:574] : INFO : Epoch 613 | loss: 0.0309402 | val_loss: 0.0313487 | Time: 1838.92 ms [2020-12-07 04:19:50 main:574] : INFO : Epoch 614 | loss: 0.0309308 | val_loss: 0.0313666 | Time: 1786.78 ms [2020-12-07 04:19:52 main:574] : INFO : Epoch 615 | loss: 0.0309342 | val_loss: 0.0313836 | Time: 1690.96 ms [2020-12-07 04:19:53 main:574] : INFO : Epoch 616 | loss: 0.0309351 | val_loss: 0.0313558 | Time: 1805.41 ms [2020-12-07 04:19:55 main:574] : INFO : Epoch 617 | loss: 0.030943 | val_loss: 0.0313941 | Time: 1740.05 ms [2020-12-07 04:19:57 main:574] : INFO : Epoch 618 | loss: 0.0309278 | val_loss: 0.0313275 | Time: 1763.66 ms [2020-12-07 04:19:59 main:574] : INFO : Epoch 619 | loss: 0.0309274 | val_loss: 0.031412 | Time: 1839.21 ms [2020-12-07 04:20:01 main:574] : INFO : Epoch 620 | loss: 0.0309207 | val_loss: 0.0313684 | Time: 1818.68 ms [2020-12-07 04:20:02 main:574] : INFO : Epoch 621 | loss: 0.030927 | val_loss: 0.0314003 | Time: 1787.87 ms [2020-12-07 04:20:04 main:574] : INFO : Epoch 622 | loss: 0.0309339 | val_loss: 0.0313898 | Time: 1803.95 ms [2020-12-07 04:20:06 main:574] : INFO : Epoch 623 | loss: 0.0309281 | val_loss: 0.0313537 | Time: 1776.85 ms [2020-12-07 04:20:08 main:574] : INFO : Epoch 624 | loss: 0.0309593 | val_loss: 0.0313471 | Time: 1717.25 ms [2020-12-07 04:20:10 main:574] : INFO : Epoch 625 | loss: 0.0309475 | val_loss: 0.0313189 | Time: 1719.56 ms [2020-12-07 04:20:11 main:574] : INFO : Epoch 626 | loss: 0.0309323 | val_loss: 0.0313756 | Time: 1722.77 ms [2020-12-07 04:20:13 main:574] : INFO : Epoch 627 | loss: 0.0309257 | val_loss: 0.03133 | Time: 1750.03 ms [2020-12-07 04:20:15 main:574] : INFO : Epoch 628 | loss: 0.0309271 | val_loss: 0.0313627 | Time: 1794.77 ms [2020-12-07 04:20:17 main:574] : INFO : Epoch 629 | loss: 0.0309268 | val_loss: 0.0313824 | Time: 1804.84 ms [2020-12-07 04:20:18 main:574] : INFO : Epoch 630 | loss: 0.0309257 | val_loss: 0.0313514 | Time: 1823.5 ms [2020-12-07 04:20:20 main:574] : INFO : Epoch 631 | loss: 0.030933 | val_loss: 0.0313441 | Time: 1784.75 ms [2020-12-07 04:20:22 main:574] : INFO : Epoch 632 | loss: 0.030944 | val_loss: 0.031402 | Time: 1751.05 ms [2020-12-07 04:20:24 main:574] : INFO : Epoch 633 | loss: 0.0309491 | val_loss: 0.0314047 | Time: 1726.32 ms [2020-12-07 04:20:26 main:574] : INFO : Epoch 634 | loss: 0.0309556 | val_loss: 0.0313311 | Time: 1716 ms [2020-12-07 04:20:27 main:574] : INFO : Epoch 635 | loss: 0.0309434 | val_loss: 0.031323 | Time: 1751.45 ms [2020-12-07 04:20:29 main:574] : INFO : Epoch 636 | loss: 0.0309373 | val_loss: 0.0313648 | Time: 1798.78 ms [2020-12-07 04:20:31 main:574] : INFO : Epoch 637 | loss: 0.0309256 | val_loss: 0.0313784 | Time: 1785.07 ms [2020-12-07 04:20:33 main:574] : INFO : Epoch 638 | loss: 0.0309245 | val_loss: 0.0313414 | Time: 1781.91 ms [2020-12-07 04:20:35 main:574] : INFO : Epoch 639 | loss: 0.0309319 | val_loss: 0.031396 | Time: 1818.27 ms [2020-12-07 04:20:36 main:574] : INFO : Epoch 640 | loss: 0.030932 | val_loss: 0.0313746 | Time: 1908.76 ms [2020-12-07 04:20:38 main:574] : INFO : Epoch 641 | loss: 0.0309399 | val_loss: 0.0313267 | Time: 1766.37 ms [2020-12-07 04:20:40 main:574] : INFO : Epoch 642 | loss: 0.0309434 | val_loss: 0.0314066 | Time: 1743.55 ms [2020-12-07 04:20:42 main:574] : INFO : Epoch 643 | loss: 0.0309344 | val_loss: 0.0313559 | Time: 1766.33 ms [2020-12-07 04:20:43 main:574] : INFO : Epoch 644 | loss: 0.0309342 | val_loss: 0.0313808 | Time: 1721.55 ms [2020-12-07 04:20:45 main:574] : INFO : Epoch 645 | loss: 0.0309336 | val_loss: 0.0313739 | Time: 1784.82 ms [2020-12-07 04:20:47 main:574] : INFO : Epoch 646 | loss: 0.0309316 | val_loss: 0.0314039 | Time: 1791.38 ms [2020-12-07 04:20:49 main:574] : INFO : Epoch 647 | loss: 0.0309335 | val_loss: 0.0313629 | Time: 1808.82 ms [2020-12-07 04:20:51 main:574] : INFO : Epoch 648 | loss: 0.0309362 | val_loss: 0.0313889 | Time: 1823.54 ms [2020-12-07 04:20:53 main:574] : INFO : Epoch 649 | loss: 0.0309428 | val_loss: 0.0313716 | Time: 1794.61 ms [2020-12-07 04:20:54 main:574] : INFO : Epoch 650 | loss: 0.0309386 | val_loss: 0.0313124 | Time: 1792.45 ms [2020-12-07 04:20:56 main:574] : INFO : Epoch 651 | loss: 0.0309244 | val_loss: 0.0313603 | Time: 1718.14 ms [2020-12-07 04:20:58 main:574] : INFO : Epoch 652 | loss: 0.0309284 | val_loss: 0.0313913 | Time: 1681.1 ms [2020-12-07 04:21:00 main:574] : INFO : Epoch 653 | loss: 0.0309357 | val_loss: 0.0313495 | Time: 1727.3 ms [2020-12-07 04:21:01 main:574] : INFO : Epoch 654 | loss: 0.0309307 | val_loss: 0.031367 | Time: 1765.73 ms [2020-12-07 04:21:03 main:574] : INFO : Epoch 655 | loss: 0.0309274 | val_loss: 0.0313755 | Time: 1827.78 ms [2020-12-07 04:21:05 main:574] : INFO : Epoch 656 | loss: 0.0309339 | val_loss: 0.0313722 | Time: 1839.78 ms [2020-12-07 04:21:07 main:574] : INFO : Epoch 657 | loss: 0.0309305 | val_loss: 0.0313336 | Time: 1816.69 ms [2020-12-07 04:21:09 main:574] : INFO : Epoch 658 | loss: 0.0309491 | val_loss: 0.0313253 | Time: 1813.11 ms [2020-12-07 04:21:10 main:574] : INFO : Epoch 659 | loss: 0.0309391 | val_loss: 0.0313242 | Time: 1764.64 ms [2020-12-07 04:21:12 main:574] : INFO : Epoch 660 | loss: 0.030934 | val_loss: 0.0313394 | Time: 1732.12 ms [2020-12-07 04:21:14 main:574] : INFO : Epoch 661 | loss: 0.0309266 | val_loss: 0.0313817 | Time: 1736.08 ms [2020-12-07 04:21:16 main:574] : INFO : Epoch 662 | loss: 0.0309241 | val_loss: 0.0313873 | Time: 1729.88 ms [2020-12-07 04:21:18 main:574] : INFO : Epoch 663 | loss: 0.0309316 | val_loss: 0.0313273 | Time: 1796.37 ms [2020-12-07 04:21:19 main:574] : INFO : Epoch 664 | loss: 0.0309454 | val_loss: 0.0313865 | Time: 1831.51 ms [2020-12-07 04:21:21 main:574] : INFO : Epoch 665 | loss: 0.030938 | val_loss: 0.0313914 | Time: 1810.7 ms [2020-12-07 04:21:23 main:574] : INFO : Epoch 666 | loss: 0.0309396 | val_loss: 0.0313168 | Time: 1813.94 ms [2020-12-07 04:21:25 main:574] : INFO : Epoch 667 | loss: 0.0309327 | val_loss: 0.0314314 | Time: 1789.66 ms [2020-12-07 04:21:27 main:574] : INFO : Epoch 668 | loss: 0.0309265 | val_loss: 0.0312993 | Time: 1762.99 ms [2020-12-07 04:21:28 main:574] : INFO : Epoch 669 | loss: 0.0309442 | val_loss: 0.0313853 | Time: 1742.14 ms [2020-12-07 04:21:30 main:574] : INFO : Epoch 670 | loss: 0.0309593 | val_loss: 0.0313535 | Time: 1694.84 ms [2020-12-07 04:21:32 main:574] : INFO : Epoch 671 | loss: 0.030939 | val_loss: 0.0313788 | Time: 1766.31 ms [2020-12-07 04:21:34 main:574] : INFO : Epoch 672 | loss: 0.0309316 | val_loss: 0.0313858 | Time: 1776.63 ms [2020-12-07 04:21:36 main:574] : INFO : Epoch 673 | loss: 0.0309533 | val_loss: 0.0313285 | Time: 1887.07 ms [2020-12-07 04:21:37 main:574] : INFO : Epoch 674 | loss: 0.0309438 | val_loss: 0.0313723 | Time: 1845.99 ms [2020-12-07 04:21:39 main:574] : INFO : Epoch 675 | loss: 0.0309404 | val_loss: 0.0314416 | Time: 1786.36 ms [2020-12-07 04:21:41 main:574] : INFO : Epoch 676 | loss: 0.0309311 | val_loss: 0.0313579 | Time: 1799.41 ms [2020-12-07 04:21:43 main:574] : INFO : Epoch 677 | loss: 0.0309314 | val_loss: 0.0313603 | Time: 1811.88 ms [2020-12-07 04:21:45 main:574] : INFO : Epoch 678 | loss: 0.0309332 | val_loss: 0.0314141 | Time: 1707.98 ms [2020-12-07 04:21:46 main:574] : INFO : Epoch 679 | loss: 0.0309419 | val_loss: 0.0313809 | Time: 1737.86 ms [2020-12-07 04:21:48 main:574] : INFO : Epoch 680 | loss: 0.0309402 | val_loss: 0.0313577 | Time: 1727.83 ms [2020-12-07 04:21:50 main:574] : INFO : Epoch 681 | loss: 0.0309265 | val_loss: 0.0313909 | Time: 1735.33 ms [2020-12-07 04:21:52 main:574] : INFO : Epoch 682 | loss: 0.0309342 | val_loss: 0.0314242 | Time: 1814.54 ms [2020-12-07 04:21:53 main:574] : INFO : Epoch 683 | loss: 0.0309349 | val_loss: 0.0313877 | Time: 1796.94 ms [2020-12-07 04:21:55 main:574] : INFO : Epoch 684 | loss: 0.0309289 | val_loss: 0.0313307 | Time: 1797.39 ms [2020-12-07 04:21:57 main:574] : INFO : Epoch 685 | loss: 0.030929 | val_loss: 0.0313836 | Time: 1802.29 ms [2020-12-07 04:21:59 main:574] : INFO : Epoch 686 | loss: 0.0309282 | val_loss: 0.0313402 | Time: 1804.86 ms [2020-12-07 04:22:01 main:574] : INFO : Epoch 687 | loss: 0.0309354 | val_loss: 0.0313163 | Time: 1743.53 ms [2020-12-07 04:22:02 main:574] : INFO : Epoch 688 | loss: 0.0309341 | val_loss: 0.0313609 | Time: 1736.91 ms [2020-12-07 04:22:04 main:574] : INFO : Epoch 689 | loss: 0.0309318 | val_loss: 0.0313841 | Time: 1656.56 ms [2020-12-07 04:22:06 main:574] : INFO : Epoch 690 | loss: 0.0309333 | val_loss: 0.0314062 | Time: 1814.86 ms [2020-12-07 04:22:08 main:574] : INFO : Epoch 691 | loss: 0.0309329 | val_loss: 0.0313669 | Time: 1794.56 ms [2020-12-07 04:22:09 main:574] : INFO : Epoch 692 | loss: 0.0309453 | val_loss: 0.0313908 | Time: 1801.03 ms [2020-12-07 04:22:11 main:574] : INFO : Epoch 693 | loss: 0.0309462 | val_loss: 0.0313918 | Time: 1789.04 ms [2020-12-07 04:22:13 main:574] : INFO : Epoch 694 | loss: 0.0309426 | val_loss: 0.031422 | Time: 1818.46 ms [2020-12-07 04:22:15 main:574] : INFO : Epoch 695 | loss: 0.0309318 | val_loss: 0.0313735 | Time: 1772.94 ms [2020-12-07 04:22:17 main:574] : INFO : Epoch 696 | loss: 0.0309275 | val_loss: 0.0313654 | Time: 1747.68 ms [2020-12-07 04:22:18 main:574] : INFO : Epoch 697 | loss: 0.030926 | val_loss: 0.0313399 | Time: 1745.29 ms [2020-12-07 04:22:20 main:574] : INFO : Epoch 698 | loss: 0.0309308 | val_loss: 0.0313873 | Time: 1723.37 ms [2020-12-07 04:22:22 main:574] : INFO : Epoch 699 | loss: 0.0309639 | val_loss: 0.0313542 | Time: 1789.65 ms [2020-12-07 04:22:24 main:574] : INFO : Epoch 700 | loss: 0.0309597 | val_loss: 0.0313505 | Time: 1805.44 ms [2020-12-07 04:22:26 main:574] : INFO : Epoch 701 | loss: 0.0309373 | val_loss: 0.0313718 | Time: 1809.27 ms [2020-12-07 04:22:27 main:574] : INFO : Epoch 702 | loss: 0.0309331 | val_loss: 0.0313612 | Time: 1794.2 ms [2020-12-07 04:22:29 main:574] : INFO : Epoch 703 | loss: 0.0309465 | val_loss: 0.0313434 | Time: 1816.79 ms [2020-12-07 04:22:31 main:574] : INFO : Epoch 704 | loss: 0.0309339 | val_loss: 0.0313805 | Time: 1742.53 ms [2020-12-07 04:22:33 main:574] : INFO : Epoch 705 | loss: 0.0309258 | val_loss: 0.0314055 | Time: 1705.65 ms [2020-12-07 04:22:35 main:574] : INFO : Epoch 706 | loss: 0.0309391 | val_loss: 0.0313255 | Time: 1790.18 ms [2020-12-07 04:22:36 main:574] : INFO : Epoch 707 | loss: 0.0309436 | val_loss: 0.0313489 | Time: 1823.9 ms [2020-12-07 04:22:38 main:574] : INFO : Epoch 708 | loss: 0.0309538 | val_loss: 0.0313826 | Time: 1764.19 ms [2020-12-07 04:22:40 main:574] : INFO : Epoch 709 | loss: 0.0309363 | val_loss: 0.0314179 | Time: 1832.3 ms [2020-12-07 04:22:42 main:574] : INFO : Epoch 710 | loss: 0.030928 | val_loss: 0.0313475 | Time: 1816.52 ms [2020-12-07 04:22:44 main:574] : INFO : Epoch 711 | loss: 0.0309288 | val_loss: 0.0313634 | Time: 1828.24 ms [2020-12-07 04:22:45 main:574] : INFO : Epoch 712 | loss: 0.0309225 | val_loss: 0.031379 | Time: 1812.11 ms [2020-12-07 04:22:47 main:574] : INFO : Epoch 713 | loss: 0.0309311 | val_loss: 0.0313182 | Time: 1795.55 ms [2020-12-07 04:22:49 main:574] : INFO : Epoch 714 | loss: 0.0309326 | val_loss: 0.0314124 | Time: 1740.91 ms [2020-12-07 04:22:51 main:574] : INFO : Epoch 715 | loss: 0.0309322 | val_loss: 0.0314024 | Time: 1700.77 ms [2020-12-07 04:22:52 main:574] : INFO : Epoch 716 | loss: 0.0309393 | val_loss: 0.0313532 | Time: 1717.32 ms [2020-12-07 04:22:54 main:574] : INFO : Epoch 717 | loss: 0.0309595 | val_loss: 0.0313739 | Time: 1739.76 ms [2020-12-07 04:22:56 main:574] : INFO : Epoch 718 | loss: 0.0309346 | val_loss: 0.0313893 | Time: 1825.18 ms [2020-12-07 04:22:58 main:574] : INFO : Epoch 719 | loss: 0.0309239 | val_loss: 0.031381 | Time: 1801.75 ms [2020-12-07 04:23:00 main:574] : INFO : Epoch 720 | loss: 0.0309306 | val_loss: 0.0313557 | Time: 1816.74 ms [2020-12-07 04:23:02 main:574] : INFO : Epoch 721 | loss: 0.030939 | val_loss: 0.0313905 | Time: 1822.51 ms [2020-12-07 04:23:03 main:574] : INFO : Epoch 722 | loss: 0.0309305 | val_loss: 0.0313554 | Time: 1808.4 ms [2020-12-07 04:23:05 main:574] : INFO : Epoch 723 | loss: 0.0309308 | val_loss: 0.0313805 | Time: 1698.23 ms [2020-12-07 04:23:07 main:574] : INFO : Epoch 724 | loss: 0.030936 | val_loss: 0.0313734 | Time: 1720 ms [2020-12-07 04:23:09 main:574] : INFO : Epoch 725 | loss: 0.0309317 | val_loss: 0.031398 | Time: 1702.29 ms [2020-12-07 04:23:10 main:574] : INFO : Epoch 726 | loss: 0.0309397 | val_loss: 0.031348 | Time: 1775.08 ms [2020-12-07 04:23:12 main:574] : INFO : Epoch 727 | loss: 0.0309342 | val_loss: 0.0312996 | Time: 1863.26 ms [2020-12-07 04:23:14 main:574] : INFO : Epoch 728 | loss: 0.0309332 | val_loss: 0.0313774 | Time: 1814.97 ms [2020-12-07 04:23:16 main:574] : INFO : Epoch 729 | loss: 0.030933 | val_loss: 0.0313683 | Time: 1822.56 ms [2020-12-07 04:23:18 main:574] : INFO : Epoch 730 | loss: 0.0309233 | val_loss: 0.0313921 | Time: 1805.94 ms [2020-12-07 04:23:20 main:574] : INFO : Epoch 731 | loss: 0.0309238 | val_loss: 0.0313411 | Time: 1811.31 ms [2020-12-07 04:23:21 main:574] : INFO : Epoch 732 | loss: 0.0309489 | val_loss: 0.0313385 | Time: 1715.68 ms [2020-12-07 04:23:23 main:574] : INFO : Epoch 733 | loss: 0.0309523 | val_loss: 0.0313867 | Time: 1709.07 ms [2020-12-07 04:23:25 main:574] : INFO : Epoch 734 | loss: 0.0309431 | val_loss: 0.0313403 | Time: 1760.95 ms [2020-12-07 04:23:27 main:574] : INFO : Epoch 735 | loss: 0.0309364 | val_loss: 0.0314747 | Time: 1768.71 ms [2020-12-07 04:23:28 main:574] : INFO : Epoch 736 | loss: 0.0309346 | val_loss: 0.0313278 | Time: 1796.44 ms [2020-12-07 04:23:30 main:574] : INFO : Epoch 737 | loss: 0.0309361 | val_loss: 0.0313663 | Time: 1832.04 ms [2020-12-07 04:23:32 main:574] : INFO : Epoch 738 | loss: 0.0309323 | val_loss: 0.0313384 | Time: 1816.07 ms [2020-12-07 04:23:34 main:574] : INFO : Epoch 739 | loss: 0.0309259 | val_loss: 0.0313666 | Time: 1794.23 ms [2020-12-07 04:23:36 main:574] : INFO : Epoch 740 | loss: 0.030942 | val_loss: 0.0313534 | Time: 1931.76 ms [2020-12-07 04:23:38 main:574] : INFO : Epoch 741 | loss: 0.0309301 | val_loss: 0.0313751 | Time: 1773.63 ms [2020-12-07 04:23:39 main:574] : INFO : Epoch 742 | loss: 0.0309253 | val_loss: 0.0314031 | Time: 1732.17 ms [2020-12-07 04:23:41 main:574] : INFO : Epoch 743 | loss: 0.0309294 | val_loss: 0.0313879 | Time: 1716.62 ms [2020-12-07 04:23:43 main:574] : INFO : Epoch 744 | loss: 0.0309269 | val_loss: 0.0313768 | Time: 1758.1 ms [2020-12-07 04:23:45 main:574] : INFO : Epoch 745 | loss: 0.0309384 | val_loss: 0.03137 | Time: 1778.57 ms [2020-12-07 04:23:46 main:574] : INFO : Epoch 746 | loss: 0.0309467 | val_loss: 0.0314652 | Time: 1811.84 ms [2020-12-07 04:23:48 main:574] : INFO : Epoch 747 | loss: 0.0309603 | val_loss: 0.0313398 | Time: 1810.93 ms [2020-12-07 04:23:50 main:574] : INFO : Epoch 748 | loss: 0.0309474 | val_loss: 0.0313583 | Time: 1808.64 ms [2020-12-07 04:23:52 main:574] : INFO : Epoch 749 | loss: 0.0309347 | val_loss: 0.0313741 | Time: 1813.58 ms [2020-12-07 04:23:54 main:574] : INFO : Epoch 750 | loss: 0.0309171 | val_loss: 0.0313672 | Time: 1793.09 ms [2020-12-07 04:23:55 main:574] : INFO : Epoch 751 | loss: 0.0309234 | val_loss: 0.0313912 | Time: 1707.83 ms [2020-12-07 04:23:57 main:574] : INFO : Epoch 752 | loss: 0.0309271 | val_loss: 0.0313985 | Time: 1704.89 ms [2020-12-07 04:23:59 main:574] : INFO : Epoch 753 | loss: 0.030926 | val_loss: 0.0313422 | Time: 1702.89 ms [2020-12-07 04:24:01 main:574] : INFO : Epoch 754 | loss: 0.0309228 | val_loss: 0.0314034 | Time: 1801.25 ms [2020-12-07 04:24:03 main:574] : INFO : Epoch 755 | loss: 0.0309271 | val_loss: 0.0313765 | Time: 1812.96 ms [2020-12-07 04:24:04 main:574] : INFO : Epoch 756 | loss: 0.0309282 | val_loss: 0.0313546 | Time: 1808.05 ms [2020-12-07 04:24:06 main:574] : INFO : Epoch 757 | loss: 0.0309378 | val_loss: 0.0313703 | Time: 1827.85 ms [2020-12-07 04:24:08 main:574] : INFO : Epoch 758 | loss: 0.0309314 | val_loss: 0.0313693 | Time: 1832.93 ms [2020-12-07 04:24:10 main:574] : INFO : Epoch 759 | loss: 0.0309332 | val_loss: 0.0313201 | Time: 1750.24 ms [2020-12-07 04:24:11 main:574] : INFO : Epoch 760 | loss: 0.0309309 | val_loss: 0.0313684 | Time: 1680.59 ms [2020-12-07 04:24:13 main:574] : INFO : Epoch 761 | loss: 0.0309228 | val_loss: 0.0313759 | Time: 1740.41 ms [2020-12-07 04:24:15 main:574] : INFO : Epoch 762 | loss: 0.0309294 | val_loss: 0.0313839 | Time: 1682 ms [2020-12-07 04:24:17 main:574] : INFO : Epoch 763 | loss: 0.0309222 | val_loss: 0.0313633 | Time: 1820.69 ms [2020-12-07 04:24:19 main:574] : INFO : Epoch 764 | loss: 0.0309238 | val_loss: 0.0313808 | Time: 1808.87 ms [2020-12-07 04:24:20 main:574] : INFO : Epoch 765 | loss: 0.0309419 | val_loss: 0.0313852 | Time: 1812.55 ms [2020-12-07 04:24:22 main:574] : INFO : Epoch 766 | loss: 0.0309363 | val_loss: 0.0313861 | Time: 1811.68 ms [2020-12-07 04:24:24 main:574] : INFO : Epoch 767 | loss: 0.0309463 | val_loss: 0.0313499 | Time: 1779.56 ms [2020-12-07 04:24:26 main:574] : INFO : Epoch 768 | loss: 0.0309386 | val_loss: 0.0313971 | Time: 1779.54 ms [2020-12-07 04:24:28 main:574] : INFO : Epoch 769 | loss: 0.030939 | val_loss: 0.0314124 | Time: 1724.59 ms [2020-12-07 04:24:29 main:574] : INFO : Epoch 770 | loss: 0.0309399 | val_loss: 0.0313258 | Time: 1710.11 ms [2020-12-07 04:24:31 main:574] : INFO : Epoch 771 | loss: 0.0309405 | val_loss: 0.0313992 | Time: 1741.77 ms [2020-12-07 04:24:33 main:574] : INFO : Epoch 772 | loss: 0.0309323 | val_loss: 0.0313459 | Time: 1820.22 ms [2020-12-07 04:24:35 main:574] : INFO : Epoch 773 | loss: 0.0309355 | val_loss: 0.0313873 | Time: 1795.81 ms [2020-12-07 04:24:37 main:574] : INFO : Epoch 774 | loss: 0.0309321 | val_loss: 0.0313548 | Time: 1972 ms [2020-12-07 04:24:39 main:574] : INFO : Epoch 775 | loss: 0.0309232 | val_loss: 0.0313833 | Time: 1819.94 ms [2020-12-07 04:24:40 main:574] : INFO : Epoch 776 | loss: 0.0309289 | val_loss: 0.0313655 | Time: 1826.41 ms [2020-12-07 04:24:42 main:574] : INFO : Epoch 777 | loss: 0.0309417 | val_loss: 0.0313806 | Time: 1809.75 ms [2020-12-07 04:24:44 main:574] : INFO : Epoch 778 | loss: 0.0309388 | val_loss: 0.0313652 | Time: 1715.79 ms [2020-12-07 04:24:46 main:574] : INFO : Epoch 779 | loss: 0.0309287 | val_loss: 0.0313893 | Time: 1736.41 ms [2020-12-07 04:24:47 main:574] : INFO : Epoch 780 | loss: 0.0309305 | val_loss: 0.0313507 | Time: 1723.87 ms [2020-12-07 04:24:49 main:574] : INFO : Epoch 781 | loss: 0.0309411 | val_loss: 0.0313451 | Time: 1753.98 ms [2020-12-07 04:24:51 main:574] : INFO : Epoch 782 | loss: 0.0309447 | val_loss: 0.0313383 | Time: 1818.32 ms [2020-12-07 04:24:53 main:574] : INFO : Epoch 783 | loss: 0.0309385 | val_loss: 0.0314055 | Time: 1823.78 ms [2020-12-07 04:24:55 main:574] : INFO : Epoch 784 | loss: 0.0309303 | val_loss: 0.03135 | Time: 1836.13 ms [2020-12-07 04:24:56 main:574] : INFO : Epoch 785 | loss: 0.0309329 | val_loss: 0.0313457 | Time: 1800.99 ms [2020-12-07 04:24:58 main:574] : INFO : Epoch 786 | loss: 0.0309421 | val_loss: 0.0314108 | Time: 1800.57 ms [2020-12-07 04:25:00 main:574] : INFO : Epoch 787 | loss: 0.0309484 | val_loss: 0.0313904 | Time: 1726.27 ms [2020-12-07 04:25:02 main:574] : INFO : Epoch 788 | loss: 0.030939 | val_loss: 0.0313358 | Time: 1679.97 ms [2020-12-07 04:25:03 main:574] : INFO : Epoch 789 | loss: 0.0309323 | val_loss: 0.0313994 | Time: 1705.55 ms [2020-12-07 04:25:05 main:574] : INFO : Epoch 790 | loss: 0.0309313 | val_loss: 0.0314042 | Time: 1749.5 ms [2020-12-07 04:25:07 main:574] : INFO : Epoch 791 | loss: 0.0309591 | val_loss: 0.0313945 | Time: 1813.19 ms [2020-12-07 04:25:09 main:574] : INFO : Epoch 792 | loss: 0.0309532 | val_loss: 0.0313555 | Time: 1817.55 ms [2020-12-07 04:25:11 main:574] : INFO : Epoch 793 | loss: 0.0309483 | val_loss: 0.0313233 | Time: 1800.19 ms [2020-12-07 04:25:12 main:574] : INFO : Epoch 794 | loss: 0.0309412 | val_loss: 0.0313532 | Time: 1792.55 ms [2020-12-07 04:25:14 main:574] : INFO : Epoch 795 | loss: 0.030929 | val_loss: 0.0313842 | Time: 1805.26 ms [2020-12-07 04:25:16 main:574] : INFO : Epoch 796 | loss: 0.0309276 | val_loss: 0.0313349 | Time: 1736.86 ms [2020-12-07 04:25:18 main:574] : INFO : Epoch 797 | loss: 0.0309318 | val_loss: 0.0314091 | Time: 1761.96 ms [2020-12-07 04:25:20 main:574] : INFO : Epoch 798 | loss: 0.0309263 | val_loss: 0.0313501 | Time: 1758.12 ms [2020-12-07 04:25:21 main:574] : INFO : Epoch 799 | loss: 0.0309325 | val_loss: 0.0313771 | Time: 1755.26 ms [2020-12-07 04:25:23 main:574] : INFO : Epoch 800 | loss: 0.0309473 | val_loss: 0.0312901 | Time: 1800.17 ms [2020-12-07 04:25:25 main:574] : INFO : Epoch 801 | loss: 0.0309605 | val_loss: 0.0313062 | Time: 1795.67 ms [2020-12-07 04:25:27 main:574] : INFO : Epoch 802 | loss: 0.0309549 | val_loss: 0.0313297 | Time: 1808.19 ms [2020-12-07 04:25:29 main:574] : INFO : Epoch 803 | loss: 0.0309456 | val_loss: 0.0313191 | Time: 1827.61 ms [2020-12-07 04:25:30 main:574] : INFO : Epoch 804 | loss: 0.0309695 | val_loss: 0.0313437 | Time: 1808.18 ms [2020-12-07 04:25:32 main:574] : INFO : Epoch 805 | loss: 0.0309494 | val_loss: 0.0314122 | Time: 1779.77 ms [2020-12-07 04:25:34 main:574] : INFO : Epoch 806 | loss: 0.0309315 | val_loss: 0.031388 | Time: 1725.6 ms [2020-12-07 04:25:36 main:574] : INFO : Epoch 807 | loss: 0.0309262 | val_loss: 0.0313393 | Time: 1852.14 ms [2020-12-07 04:25:38 main:574] : INFO : Epoch 808 | loss: 0.0309312 | val_loss: 0.031373 | Time: 1759.45 ms [2020-12-07 04:25:39 main:574] : INFO : Epoch 809 | loss: 0.0309343 | val_loss: 0.0313129 | Time: 1743.44 ms [2020-12-07 04:25:41 main:574] : INFO : Epoch 810 | loss: 0.03093 | val_loss: 0.0313692 | Time: 1798.04 ms [2020-12-07 04:25:43 main:574] : INFO : Epoch 811 | loss: 0.0309252 | val_loss: 0.0313944 | Time: 1826.42 ms [2020-12-07 04:25:45 main:574] : INFO : Epoch 812 | loss: 0.0309266 | val_loss: 0.0313468 | Time: 1806.52 ms [2020-12-07 04:25:47 main:574] : INFO : Epoch 813 | loss: 0.0309343 | val_loss: 0.0313517 | Time: 1831.19 ms [2020-12-07 04:25:48 main:574] : INFO : Epoch 814 | loss: 0.0309322 | val_loss: 0.031344 | Time: 1734.92 ms [2020-12-07 04:25:50 main:574] : INFO : Epoch 815 | loss: 0.0309465 | val_loss: 0.0313528 | Time: 1743.76 ms [2020-12-07 04:25:52 main:574] : INFO : Epoch 816 | loss: 0.0309338 | val_loss: 0.0313807 | Time: 1702.71 ms [2020-12-07 04:25:54 main:574] : INFO : Epoch 817 | loss: 0.0309333 | val_loss: 0.0313586 | Time: 1708.07 ms [2020-12-07 04:25:55 main:574] : INFO : Epoch 818 | loss: 0.0309399 | val_loss: 0.0313333 | Time: 1793.3 ms [2020-12-07 04:25:57 main:574] : INFO : Epoch 819 | loss: 0.0309478 | val_loss: 0.0313733 | Time: 1804 ms [2020-12-07 04:25:59 main:574] : INFO : Epoch 820 | loss: 0.0309419 | val_loss: 0.0313827 | Time: 1801.56 ms [2020-12-07 04:26:01 main:574] : INFO : Epoch 821 | loss: 0.0309442 | val_loss: 0.0313535 | Time: 1807.67 ms [2020-12-07 04:26:03 main:574] : INFO : Epoch 822 | loss: 0.0309418 | val_loss: 0.031374 | Time: 1799.79 ms [2020-12-07 04:26:04 main:574] : INFO : Epoch 823 | loss: 0.0309236 | val_loss: 0.0313862 | Time: 1717.71 ms [2020-12-07 04:26:06 main:574] : INFO : Epoch 824 | loss: 0.0309264 | val_loss: 0.0313848 | Time: 1746.52 ms [2020-12-07 04:26:08 main:574] : INFO : Epoch 825 | loss: 0.0309248 | val_loss: 0.0313876 | Time: 1668.84 ms [2020-12-07 04:26:10 main:574] : INFO : Epoch 826 | loss: 0.0309413 | val_loss: 0.0313961 | Time: 1776.53 ms [2020-12-07 04:26:12 main:574] : INFO : Epoch 827 | loss: 0.0309395 | val_loss: 0.031397 | Time: 1805.51 ms [2020-12-07 04:26:13 main:574] : INFO : Epoch 828 | loss: 0.0309352 | val_loss: 0.031347 | Time: 1806.98 ms [2020-12-07 04:26:15 main:574] : INFO : Epoch 829 | loss: 0.0309341 | val_loss: 0.0313963 | Time: 1817.12 ms [2020-12-07 04:26:17 main:574] : INFO : Epoch 830 | loss: 0.0309411 | val_loss: 0.0313236 | Time: 1798.62 ms [2020-12-07 04:26:19 main:574] : INFO : Epoch 831 | loss: 0.0309506 | val_loss: 0.0313084 | Time: 1761.84 ms [2020-12-07 04:26:21 main:574] : INFO : Epoch 832 | loss: 0.0309491 | val_loss: 0.0313383 | Time: 1728.89 ms [2020-12-07 04:26:22 main:574] : INFO : Epoch 833 | loss: 0.0309415 | val_loss: 0.0313452 | Time: 1713.97 ms [2020-12-07 04:26:24 main:574] : INFO : Epoch 834 | loss: 0.0309379 | val_loss: 0.0313593 | Time: 1734.63 ms [2020-12-07 04:26:26 main:574] : INFO : Epoch 835 | loss: 0.0309367 | val_loss: 0.0313299 | Time: 1757.82 ms [2020-12-07 04:26:28 main:574] : INFO : Epoch 836 | loss: 0.0309359 | val_loss: 0.0313989 | Time: 1805.3 ms [2020-12-07 04:26:29 main:574] : INFO : Epoch 837 | loss: 0.0309312 | val_loss: 0.0314044 | Time: 1836.39 ms [2020-12-07 04:26:31 main:574] : INFO : Epoch 838 | loss: 0.0309429 | val_loss: 0.0313246 | Time: 1801.99 ms [2020-12-07 04:26:33 main:574] : INFO : Epoch 839 | loss: 0.0309404 | val_loss: 0.0313573 | Time: 1841 ms [2020-12-07 04:26:35 main:574] : INFO : Epoch 840 | loss: 0.0309286 | val_loss: 0.0313729 | Time: 1765.28 ms [2020-12-07 04:26:37 main:574] : INFO : Epoch 841 | loss: 0.0309197 | val_loss: 0.0314154 | Time: 1803.84 ms [2020-12-07 04:26:38 main:574] : INFO : Epoch 842 | loss: 0.0309312 | val_loss: 0.0313933 | Time: 1719.59 ms [2020-12-07 04:26:40 main:574] : INFO : Epoch 843 | loss: 0.0309264 | val_loss: 0.0313511 | Time: 1681.32 ms [2020-12-07 04:26:42 main:574] : INFO : Epoch 844 | loss: 0.0309297 | val_loss: 0.0313864 | Time: 1783.6 ms [2020-12-07 04:26:44 main:574] : INFO : Epoch 845 | loss: 0.0309303 | val_loss: 0.0313441 | Time: 1830.52 ms [2020-12-07 04:26:46 main:574] : INFO : Epoch 846 | loss: 0.0309329 | val_loss: 0.0313774 | Time: 1804.16 ms [2020-12-07 04:26:47 main:574] : INFO : Epoch 847 | loss: 0.0309381 | val_loss: 0.0313637 | Time: 1822.29 ms [2020-12-07 04:26:49 main:574] : INFO : Epoch 848 | loss: 0.0309356 | val_loss: 0.0313818 | Time: 1814.52 ms [2020-12-07 04:26:51 main:574] : INFO : Epoch 849 | loss: 0.0309398 | val_loss: 0.0314026 | Time: 1756.44 ms [2020-12-07 04:26:53 main:574] : INFO : Epoch 850 | loss: 0.0309311 | val_loss: 0.0313128 | Time: 1733.82 ms [2020-12-07 04:26:54 main:574] : INFO : Epoch 851 | loss: 0.0309452 | val_loss: 0.0313341 | Time: 1716.63 ms [2020-12-07 04:26:56 main:574] : INFO : Epoch 852 | loss: 0.0309288 | val_loss: 0.0313736 | Time: 1745.74 ms [2020-12-07 04:26:58 main:574] : INFO : Epoch 853 | loss: 0.0309344 | val_loss: 0.0313948 | Time: 1791.45 ms [2020-12-07 04:27:00 main:574] : INFO : Epoch 854 | loss: 0.0309246 | val_loss: 0.0313662 | Time: 1777.09 ms [2020-12-07 04:27:02 main:574] : INFO : Epoch 855 | loss: 0.0309305 | val_loss: 0.0313993 | Time: 1860.73 ms [2020-12-07 04:27:04 main:574] : INFO : Epoch 856 | loss: 0.0309277 | val_loss: 0.0313825 | Time: 1822.08 ms [2020-12-07 04:27:05 main:574] : INFO : Epoch 857 | loss: 0.0309249 | val_loss: 0.0314055 | Time: 1803.21 ms [2020-12-07 04:27:07 main:574] : INFO : Epoch 858 | loss: 0.0309273 | val_loss: 0.0313783 | Time: 1810.23 ms [2020-12-07 04:27:09 main:574] : INFO : Epoch 859 | loss: 0.0309304 | val_loss: 0.0313247 | Time: 1744.26 ms [2020-12-07 04:27:11 main:574] : INFO : Epoch 860 | loss: 0.0309349 | val_loss: 0.0313696 | Time: 1687.89 ms [2020-12-07 04:27:12 main:574] : INFO : Epoch 861 | loss: 0.030933 | val_loss: 0.0313789 | Time: 1728.07 ms [2020-12-07 04:27:14 main:574] : INFO : Epoch 862 | loss: 0.030937 | val_loss: 0.0313508 | Time: 1756.89 ms [2020-12-07 04:27:16 main:574] : INFO : Epoch 863 | loss: 0.0309512 | val_loss: 0.0314345 | Time: 1831.26 ms [2020-12-07 04:27:18 main:574] : INFO : Epoch 864 | loss: 0.0309768 | val_loss: 0.0313265 | Time: 1786 ms [2020-12-07 04:27:20 main:574] : INFO : Epoch 865 | loss: 0.0316475 | val_loss: 0.0315798 | Time: 1786.64 ms [2020-12-07 04:27:21 main:574] : INFO : Epoch 866 | loss: 0.0349696 | val_loss: 0.0315125 | Time: 1809.17 ms [2020-12-07 04:27:23 main:574] : INFO : Epoch 867 | loss: 0.0317207 | val_loss: 0.0314074 | Time: 1747.25 ms [2020-12-07 04:27:25 main:574] : INFO : Epoch 868 | loss: 0.0313156 | val_loss: 0.0312794 | Time: 1711.48 ms [2020-12-07 04:27:27 main:574] : INFO : Epoch 869 | loss: 0.0312562 | val_loss: 0.0312489 | Time: 1702.14 ms [2020-12-07 04:27:28 main:574] : INFO : Epoch 870 | loss: 0.031244 | val_loss: 0.0312418 | Time: 1733.29 ms [2020-12-07 04:27:30 main:574] : INFO : Epoch 871 | loss: 0.0312368 | val_loss: 0.0312348 | Time: 1823.77 ms [2020-12-07 04:27:32 main:574] : INFO : Epoch 872 | loss: 0.0312268 | val_loss: 0.0312251 | Time: 1806.7 ms [2020-12-07 04:27:34 main:574] : INFO : Epoch 873 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 1815.59 ms [2020-12-07 04:27:36 main:574] : INFO : Epoch 874 | loss: 0.0312009 | val_loss: 0.0312045 | Time: 1873.49 ms [2020-12-07 04:27:38 main:574] : INFO : Epoch 875 | loss: 0.0311898 | val_loss: 0.0311961 | Time: 1836.11 ms [2020-12-07 04:27:39 main:574] : INFO : Epoch 876 | loss: 0.0311817 | val_loss: 0.0311881 | Time: 1811.39 ms [2020-12-07 04:27:41 main:574] : INFO : Epoch 877 | loss: 0.0311737 | val_loss: 0.0311857 | Time: 1704.39 ms [2020-12-07 04:27:43 main:574] : INFO : Epoch 878 | loss: 0.0311694 | val_loss: 0.0311837 | Time: 1725.82 ms [2020-12-07 04:27:45 main:574] : INFO : Epoch 879 | loss: 0.0311658 | val_loss: 0.0311791 | Time: 1721.09 ms [2020-12-07 04:27:46 main:574] : INFO : Epoch 880 | loss: 0.0311614 | val_loss: 0.0311836 | Time: 1750.97 ms [2020-12-07 04:27:48 main:574] : INFO : Epoch 881 | loss: 0.0311607 | val_loss: 0.0311796 | Time: 1828.83 ms [2020-12-07 04:27:50 main:574] : INFO : Epoch 882 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 1809.73 ms [2020-12-07 04:27:52 main:574] : INFO : Epoch 883 | loss: 0.0311523 | val_loss: 0.0311737 | Time: 1799.25 ms [2020-12-07 04:27:54 main:574] : INFO : Epoch 884 | loss: 0.0311501 | val_loss: 0.0311728 | Time: 1839.62 ms [2020-12-07 04:27:55 main:574] : INFO : Epoch 885 | loss: 0.0311477 | val_loss: 0.0311727 | Time: 1756.89 ms [2020-12-07 04:27:57 main:574] : INFO : Epoch 886 | loss: 0.0311459 | val_loss: 0.0311722 | Time: 1745.86 ms [2020-12-07 04:27:59 main:574] : INFO : Epoch 887 | loss: 0.0311444 | val_loss: 0.0311745 | Time: 1752.51 ms [2020-12-07 04:28:01 main:574] : INFO : Epoch 888 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 1655.44 ms [2020-12-07 04:28:03 main:574] : INFO : Epoch 889 | loss: 0.0311404 | val_loss: 0.0311719 | Time: 1806.13 ms [2020-12-07 04:28:04 main:574] : INFO : Epoch 890 | loss: 0.0311387 | val_loss: 0.0311722 | Time: 1833.4 ms [2020-12-07 04:28:06 main:574] : INFO : Epoch 891 | loss: 0.0311366 | val_loss: 0.0311718 | Time: 1817.08 ms [2020-12-07 04:28:08 main:574] : INFO : Epoch 892 | loss: 0.0311376 | val_loss: 0.0311724 | Time: 1836.8 ms [2020-12-07 04:28:10 main:574] : INFO : Epoch 893 | loss: 0.031134 | val_loss: 0.0311738 | Time: 1780.97 ms [2020-12-07 04:28:12 main:574] : INFO : Epoch 894 | loss: 0.0311324 | val_loss: 0.0311727 | Time: 1752.73 ms [2020-12-07 04:28:13 main:574] : INFO : Epoch 895 | loss: 0.0311317 | val_loss: 0.0311718 | Time: 1715.04 ms [2020-12-07 04:28:15 main:574] : INFO : Epoch 896 | loss: 0.0311305 | val_loss: 0.0311724 | Time: 1682.9 ms [2020-12-07 04:28:17 main:574] : INFO : Epoch 897 | loss: 0.0311293 | val_loss: 0.0311722 | Time: 1733.78 ms [2020-12-07 04:28:19 main:574] : INFO : Epoch 898 | loss: 0.0311272 | val_loss: 0.0311775 | Time: 1749.67 ms [2020-12-07 04:28:20 main:574] : INFO : Epoch 899 | loss: 0.0311265 | val_loss: 0.0311757 | Time: 1808.52 ms [2020-12-07 04:28:22 main:574] : INFO : Epoch 900 | loss: 0.0311239 | val_loss: 0.0311738 | Time: 1820.97 ms [2020-12-07 04:28:24 main:574] : INFO : Epoch 901 | loss: 0.0311231 | val_loss: 0.0311747 | Time: 1804.54 ms [2020-12-07 04:28:26 main:574] : INFO : Epoch 902 | loss: 0.0311224 | val_loss: 0.0311766 | Time: 1780.36 ms [2020-12-07 04:28:28 main:574] : INFO : Epoch 903 | loss: 0.0311207 | val_loss: 0.0311784 | Time: 1735.27 ms [2020-12-07 04:28:29 main:574] : INFO : Epoch 904 | loss: 0.0311208 | val_loss: 0.0311795 | Time: 1717.19 ms [2020-12-07 04:28:31 main:574] : INFO : Epoch 905 | loss: 0.0311186 | val_loss: 0.0311765 | Time: 1758.99 ms [2020-12-07 04:28:33 main:574] : INFO : Epoch 906 | loss: 0.0311185 | val_loss: 0.0311845 | Time: 1762.82 ms [2020-12-07 04:28:35 main:574] : INFO : Epoch 907 | loss: 0.0311188 | val_loss: 0.0311788 | Time: 1821.96 ms [2020-12-07 04:28:37 main:574] : INFO : Epoch 908 | loss: 0.0311158 | val_loss: 0.0311801 | Time: 1929.28 ms [2020-12-07 04:28:38 main:574] : INFO : Epoch 909 | loss: 0.0311139 | val_loss: 0.0311798 | Time: 1809.93 ms [2020-12-07 04:28:40 main:574] : INFO : Epoch 910 | loss: 0.0311129 | val_loss: 0.0311783 | Time: 1809.07 ms [2020-12-07 04:28:42 main:574] : INFO : Epoch 911 | loss: 0.0311124 | val_loss: 0.0311811 | Time: 1793.24 ms [2020-12-07 04:28:44 main:574] : INFO : Epoch 912 | loss: 0.0311121 | val_loss: 0.031185 | Time: 1749.24 ms [2020-12-07 04:28:46 main:574] : INFO : Epoch 913 | loss: 0.0311099 | val_loss: 0.0311796 | Time: 1747.64 ms [2020-12-07 04:28:47 main:574] : INFO : Epoch 914 | loss: 0.0311087 | val_loss: 0.0311821 | Time: 1709.14 ms [2020-12-07 04:28:49 main:574] : INFO : Epoch 915 | loss: 0.0311088 | val_loss: 0.0311866 | Time: 1791.04 ms [2020-12-07 04:28:51 main:574] : INFO : Epoch 916 | loss: 0.0311089 | val_loss: 0.0311936 | Time: 1779.24 ms [2020-12-07 04:28:53 main:574] : INFO : Epoch 917 | loss: 0.0311071 | val_loss: 0.0311879 | Time: 1799.47 ms [2020-12-07 04:28:55 main:574] : INFO : Epoch 918 | loss: 0.0311053 | val_loss: 0.0311878 | Time: 1800.56 ms [2020-12-07 04:28:56 main:574] : INFO : Epoch 919 | loss: 0.0311057 | val_loss: 0.0311885 | Time: 1786.68 ms [2020-12-07 04:28:58 main:574] : INFO : Epoch 920 | loss: 0.0311068 | val_loss: 0.0311872 | Time: 1819.87 ms [2020-12-07 04:29:00 main:574] : INFO : Epoch 921 | loss: 0.0311089 | val_loss: 0.0311941 | Time: 1780.83 ms [2020-12-07 04:29:02 main:574] : INFO : Epoch 922 | loss: 0.0311029 | val_loss: 0.0311899 | Time: 1710.45 ms [2020-12-07 04:29:03 main:574] : INFO : Epoch 923 | loss: 0.0311043 | val_loss: 0.0311921 | Time: 1729.54 ms [2020-12-07 04:29:05 main:574] : INFO : Epoch 924 | loss: 0.0311035 | val_loss: 0.031191 | Time: 1751.27 ms [2020-12-07 04:29:07 main:574] : INFO : Epoch 925 | loss: 0.0311004 | val_loss: 0.0311928 | Time: 1759.86 ms [2020-12-07 04:29:09 main:574] : INFO : Epoch 926 | loss: 0.0311031 | val_loss: 0.0311929 | Time: 1844.28 ms [2020-12-07 04:29:11 main:574] : INFO : Epoch 927 | loss: 0.031101 | val_loss: 0.0311914 | Time: 1801.28 ms [2020-12-07 04:29:12 main:574] : INFO : Epoch 928 | loss: 0.0311038 | val_loss: 0.0311879 | Time: 1804.64 ms [2020-12-07 04:29:14 main:574] : INFO : Epoch 929 | loss: 0.0311019 | val_loss: 0.0311952 | Time: 1772.61 ms [2020-12-07 04:29:16 main:574] : INFO : Epoch 930 | loss: 0.0311004 | val_loss: 0.0311953 | Time: 1736.27 ms [2020-12-07 04:29:18 main:574] : INFO : Epoch 931 | loss: 0.0310987 | val_loss: 0.0312007 | Time: 1726.36 ms [2020-12-07 04:29:20 main:574] : INFO : Epoch 932 | loss: 0.0310977 | val_loss: 0.0311961 | Time: 1756.6 ms [2020-12-07 04:29:21 main:574] : INFO : Epoch 933 | loss: 0.031098 | val_loss: 0.0312005 | Time: 1704.91 ms [2020-12-07 04:29:23 main:574] : INFO : Epoch 934 | loss: 0.0311014 | val_loss: 0.0311951 | Time: 1836.33 ms [2020-12-07 04:29:25 main:574] : INFO : Epoch 935 | loss: 0.0310968 | val_loss: 0.0312024 | Time: 1807.8 ms [2020-12-07 04:29:27 main:574] : INFO : Epoch 936 | loss: 0.0310987 | val_loss: 0.0311972 | Time: 1783.54 ms [2020-12-07 04:29:29 main:574] : INFO : Epoch 937 | loss: 0.0310947 | val_loss: 0.0312055 | Time: 1816.81 ms [2020-12-07 04:29:30 main:574] : INFO : Epoch 938 | loss: 0.0310977 | val_loss: 0.031199 | Time: 1812.62 ms [2020-12-07 04:29:32 main:574] : INFO : Epoch 939 | loss: 0.0310977 | val_loss: 0.0312011 | Time: 1740.41 ms [2020-12-07 04:29:34 main:574] : INFO : Epoch 940 | loss: 0.0310966 | val_loss: 0.0311936 | Time: 1737.83 ms [2020-12-07 04:29:36 main:574] : INFO : Epoch 941 | loss: 0.0310964 | val_loss: 0.0312049 | Time: 1741.38 ms [2020-12-07 04:29:37 main:574] : INFO : Epoch 942 | loss: 0.0311 | val_loss: 0.0311948 | Time: 1873.6 ms [2020-12-07 04:29:39 main:574] : INFO : Epoch 943 | loss: 0.0310975 | val_loss: 0.0311953 | Time: 1776.74 ms [2020-12-07 04:29:41 main:574] : INFO : Epoch 944 | loss: 0.0310981 | val_loss: 0.031192 | Time: 1793.99 ms [2020-12-07 04:29:43 main:574] : INFO : Epoch 945 | loss: 0.0311023 | val_loss: 0.0312017 | Time: 1801.06 ms [2020-12-07 04:29:45 main:574] : INFO : Epoch 946 | loss: 0.0311035 | val_loss: 0.0311892 | Time: 1858.19 ms [2020-12-07 04:29:47 main:574] : INFO : Epoch 947 | loss: 0.0310996 | val_loss: 0.0312049 | Time: 1846.43 ms [2020-12-07 04:29:48 main:574] : INFO : Epoch 948 | loss: 0.0310974 | val_loss: 0.0311945 | Time: 1791.11 ms [2020-12-07 04:29:50 main:574] : INFO : Epoch 949 | loss: 0.0310988 | val_loss: 0.0311968 | Time: 1744.89 ms [2020-12-07 04:29:52 main:574] : INFO : Epoch 950 | loss: 0.0310987 | val_loss: 0.0312003 | Time: 1710.85 ms [2020-12-07 04:29:54 main:574] : INFO : Epoch 951 | loss: 0.0310958 | val_loss: 0.0311978 | Time: 1722.69 ms [2020-12-07 04:29:55 main:574] : INFO : Epoch 952 | loss: 0.0310925 | val_loss: 0.0311983 | Time: 1744.77 ms [2020-12-07 04:29:57 main:574] : INFO : Epoch 953 | loss: 0.0310919 | val_loss: 0.0312033 | Time: 1809.58 ms [2020-12-07 04:29:59 main:574] : INFO : Epoch 954 | loss: 0.0310927 | val_loss: 0.0312061 | Time: 1833.02 ms [2020-12-07 04:30:01 main:574] : INFO : Epoch 955 | loss: 0.0310903 | val_loss: 0.0312055 | Time: 1812.2 ms [2020-12-07 04:30:03 main:574] : INFO : Epoch 956 | loss: 0.0310899 | val_loss: 0.0311984 | Time: 1787.47 ms [2020-12-07 04:30:05 main:574] : INFO : Epoch 957 | loss: 0.0310915 | val_loss: 0.0312035 | Time: 1868.53 ms [2020-12-07 04:30:06 main:574] : INFO : Epoch 958 | loss: 0.0310878 | val_loss: 0.0312024 | Time: 1767.14 ms [2020-12-07 04:30:08 main:574] : INFO : Epoch 959 | loss: 0.0310875 | val_loss: 0.0311969 | Time: 1694.16 ms [2020-12-07 04:30:10 main:574] : INFO : Epoch 960 | loss: 0.0310896 | val_loss: 0.0312002 | Time: 1746.83 ms [2020-12-07 04:30:12 main:574] : INFO : Epoch 961 | loss: 0.0310882 | val_loss: 0.0312028 | Time: 1689.17 ms [2020-12-07 04:30:13 main:574] : INFO : Epoch 962 | loss: 0.0310926 | val_loss: 0.0312003 | Time: 1809.31 ms [2020-12-07 04:30:15 main:574] : INFO : Epoch 963 | loss: 0.0310951 | val_loss: 0.0312005 | Time: 1801.89 ms [2020-12-07 04:30:17 main:574] : INFO : Epoch 964 | loss: 0.0310917 | val_loss: 0.0311981 | Time: 1823.55 ms [2020-12-07 04:30:19 main:574] : INFO : Epoch 965 | loss: 0.0310946 | val_loss: 0.0311984 | Time: 1831.49 ms [2020-12-07 04:30:21 main:574] : INFO : Epoch 966 | loss: 0.0310924 | val_loss: 0.0312081 | Time: 1780.78 ms [2020-12-07 04:30:22 main:574] : INFO : Epoch 967 | loss: 0.0310879 | val_loss: 0.031201 | Time: 1748.46 ms [2020-12-07 04:30:24 main:574] : INFO : Epoch 968 | loss: 0.0310868 | val_loss: 0.0311957 | Time: 1696.04 ms [2020-12-07 04:30:26 main:574] : INFO : Epoch 969 | loss: 0.0310863 | val_loss: 0.0312147 | Time: 1716.18 ms [2020-12-07 04:30:28 main:574] : INFO : Epoch 970 | loss: 0.0310912 | val_loss: 0.0312007 | Time: 1754.33 ms [2020-12-07 04:30:29 main:574] : INFO : Epoch 971 | loss: 0.0310887 | val_loss: 0.0312036 | Time: 1834.27 ms [2020-12-07 04:30:31 main:574] : INFO : Epoch 972 | loss: 0.031091 | val_loss: 0.0311988 | Time: 1808.89 ms [2020-12-07 04:30:33 main:574] : INFO : Epoch 973 | loss: 0.0310916 | val_loss: 0.0312028 | Time: 1842.8 ms [2020-12-07 04:30:35 main:574] : INFO : Epoch 974 | loss: 0.0310849 | val_loss: 0.0312046 | Time: 1849.63 ms [2020-12-07 04:30:37 main:574] : INFO : Epoch 975 | loss: 0.0310826 | val_loss: 0.0312007 | Time: 1934.43 ms [2020-12-07 04:30:39 main:574] : INFO : Epoch 976 | loss: 0.0310851 | val_loss: 0.0312032 | Time: 1839.06 ms [2020-12-07 04:30:41 main:574] : INFO : Epoch 977 | loss: 0.0310941 | val_loss: 0.031211 | Time: 1752.46 ms [2020-12-07 04:30:42 main:574] : INFO : Epoch 978 | loss: 0.0310886 | val_loss: 0.0312047 | Time: 1748.16 ms [2020-12-07 04:30:44 main:574] : INFO : Epoch 979 | loss: 0.0310831 | val_loss: 0.0312021 | Time: 1739.19 ms [2020-12-07 04:30:46 main:574] : INFO : Epoch 980 | loss: 0.0310847 | val_loss: 0.0312111 | Time: 1751.61 ms [2020-12-07 04:30:48 main:574] : INFO : Epoch 981 | loss: 0.0310928 | val_loss: 0.0311939 | Time: 1821.86 ms [2020-12-07 04:30:50 main:574] : INFO : Epoch 982 | loss: 0.0310905 | val_loss: 0.0312041 | Time: 1816.32 ms [2020-12-07 04:30:51 main:574] : INFO : Epoch 983 | loss: 0.0310927 | val_loss: 0.0311997 | Time: 1794.59 ms [2020-12-07 04:30:53 main:574] : INFO : Epoch 984 | loss: 0.0310875 | val_loss: 0.0311985 | Time: 1807.93 ms [2020-12-07 04:30:55 main:574] : INFO : Epoch 985 | loss: 0.0310842 | val_loss: 0.0312045 | Time: 1824.61 ms [2020-12-07 04:30:57 main:574] : INFO : Epoch 986 | loss: 0.0310892 | val_loss: 0.0312041 | Time: 1733.02 ms [2020-12-07 04:30:58 main:574] : INFO : Epoch 987 | loss: 0.0310906 | val_loss: 0.0311993 | Time: 1739.47 ms [2020-12-07 04:31:00 main:574] : INFO : Epoch 988 | loss: 0.0310858 | val_loss: 0.0311954 | Time: 1692.61 ms [2020-12-07 04:31:02 main:574] : INFO : Epoch 989 | loss: 0.0310886 | val_loss: 0.0312053 | Time: 1730.85 ms [2020-12-07 04:31:04 main:574] : INFO : Epoch 990 | loss: 0.0310853 | val_loss: 0.0312077 | Time: 1821.83 ms [2020-12-07 04:31:06 main:574] : INFO : Epoch 991 | loss: 0.031086 | val_loss: 0.0312181 | Time: 1795.86 ms [2020-12-07 04:31:07 main:574] : INFO : Epoch 992 | loss: 0.0310893 | val_loss: 0.0312067 | Time: 1810.33 ms [2020-12-07 04:31:09 main:574] : INFO : Epoch 993 | loss: 0.0310875 | val_loss: 0.031201 | Time: 1808.73 ms [2020-12-07 04:31:11 main:574] : INFO : Epoch 994 | loss: 0.0310854 | val_loss: 0.0311973 | Time: 1821.48 ms [2020-12-07 04:31:13 main:574] : INFO : Epoch 995 | loss: 0.0310871 | val_loss: 0.0312064 | Time: 1726.65 ms [2020-12-07 04:31:15 main:574] : INFO : Epoch 996 | loss: 0.0310871 | val_loss: 0.0312005 | Time: 1673.61 ms [2020-12-07 04:31:16 main:574] : INFO : Epoch 997 | loss: 0.0310937 | val_loss: 0.0312041 | Time: 1739.74 ms [2020-12-07 04:31:18 main:574] : INFO : Epoch 998 | loss: 0.0310902 | val_loss: 0.0311937 | Time: 1740.94 ms [2020-12-07 04:31:20 main:574] : INFO : Epoch 999 | loss: 0.0310851 | val_loss: 0.0312133 | Time: 1840.43 ms [2020-12-07 04:31:22 main:574] : INFO : Epoch 1000 | loss: 0.0310851 | val_loss: 0.0311923 | Time: 1775.56 ms [2020-12-07 04:31:23 main:574] : INFO : Epoch 1001 | loss: 0.0310914 | val_loss: 0.031199 | Time: 1820.06 ms [2020-12-07 04:31:25 main:574] : INFO : Epoch 1002 | loss: 0.0310871 | val_loss: 0.0312054 | Time: 1805.75 ms [2020-12-07 04:31:27 main:574] : INFO : Epoch 1003 | loss: 0.0310828 | val_loss: 0.0312024 | Time: 1788.74 ms [2020-12-07 04:31:29 main:574] : INFO : Epoch 1004 | loss: 0.0310851 | val_loss: 0.0311947 | Time: 1719.3 ms [2020-12-07 04:31:31 main:574] : INFO : Epoch 1005 | loss: 0.0310856 | val_loss: 0.0312174 | Time: 1723.37 ms [2020-12-07 04:31:32 main:574] : INFO : Epoch 1006 | loss: 0.0310879 | val_loss: 0.0312093 | Time: 1674.78 ms [2020-12-07 04:31:34 main:574] : INFO : Epoch 1007 | loss: 0.0310826 | val_loss: 0.0312183 | Time: 1773.58 ms [2020-12-07 04:31:36 main:574] : INFO : Epoch 1008 | loss: 0.0310788 | val_loss: 0.0312073 | Time: 1870.3 ms [2020-12-07 04:31:38 main:574] : INFO : Epoch 1009 | loss: 0.0310866 | val_loss: 0.0312219 | Time: 1880.01 ms [2020-12-07 04:31:40 main:574] : INFO : Epoch 1010 | loss: 0.0310893 | val_loss: 0.0312136 | Time: 1832.19 ms [2020-12-07 04:31:41 main:574] : INFO : Epoch 1011 | loss: 0.031079 | val_loss: 0.0312104 | Time: 1797.8 ms [2020-12-07 04:31:43 main:574] : INFO : Epoch 1012 | loss: 0.0310772 | val_loss: 0.0312062 | Time: 1849.45 ms [2020-12-07 04:31:45 main:574] : INFO : Epoch 1013 | loss: 0.0310777 | val_loss: 0.031214 | Time: 1733.73 ms [2020-12-07 04:31:47 main:574] : INFO : Epoch 1014 | loss: 0.0310789 | val_loss: 0.0312063 | Time: 1734.55 ms [2020-12-07 04:31:49 main:574] : INFO : Epoch 1015 | loss: 0.0310789 | val_loss: 0.0312058 | Time: 1702.26 ms [2020-12-07 04:31:50 main:574] : INFO : Epoch 1016 | loss: 0.0310879 | val_loss: 0.0312105 | Time: 1699.74 ms [2020-12-07 04:31:52 main:574] : INFO : Epoch 1017 | loss: 0.0310854 | val_loss: 0.0312053 | Time: 1790.19 ms [2020-12-07 04:31:54 main:574] : INFO : Epoch 1018 | loss: 0.0310839 | val_loss: 0.0312017 | Time: 1825.79 ms [2020-12-07 04:31:56 main:574] : INFO : Epoch 1019 | loss: 0.0310856 | val_loss: 0.0311907 | Time: 1805.95 ms [2020-12-07 04:31:58 main:574] : INFO : Epoch 1020 | loss: 0.0310826 | val_loss: 0.0312125 | Time: 1807.73 ms [2020-12-07 04:31:59 main:574] : INFO : Epoch 1021 | loss: 0.0310812 | val_loss: 0.0312105 | Time: 1807.2 ms [2020-12-07 04:32:01 main:574] : INFO : Epoch 1022 | loss: 0.0310848 | val_loss: 0.0312085 | Time: 1696.51 ms [2020-12-07 04:32:03 main:574] : INFO : Epoch 1023 | loss: 0.0310818 | val_loss: 0.0312025 | Time: 1726.52 ms [2020-12-07 04:32:05 main:574] : INFO : Epoch 1024 | loss: 0.0310884 | val_loss: 0.0312033 | Time: 1771.51 ms [2020-12-07 04:32:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312033 [2020-12-07 04:32:05 main:603] : INFO : Saving end state to config to file [2020-12-07 04:32:05 main:608] : INFO : Success, exiting.. 04:32:05 (26760): 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)