Task 3369485
| Name | ParityMachine-1606531337-24887-4_1 |
| Workunit | 1624350 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:39:09 UTC |
| Report deadline | 28 Dec 2020, 19:39:09 UTC |
| Received | 22 Dec 2020, 0:01:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2381 |
| Run time | 26 min 51 sec |
| CPU time | 26 min 35 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 11,156.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.40 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 514 | loss: 0.0311123 | val_loss: 0.0311715 | Time: 1884.5 ms [2020-12-21 18:25:04 main:574] : INFO : Epoch 515 | loss: 0.0311098 | val_loss: 0.0311763 | Time: 1713.74 ms [2020-12-21 18:25:05 main:574] : INFO : Epoch 516 | loss: 0.0311107 | val_loss: 0.0311778 | Time: 1081.67 ms [2020-12-21 18:25:07 main:574] : INFO : Epoch 517 | loss: 0.0311129 | val_loss: 0.0311796 | Time: 1838.51 ms [2020-12-21 18:25:09 main:574] : INFO : Epoch 518 | loss: 0.0311239 | val_loss: 0.0311704 | Time: 1890.67 ms [2020-12-21 18:25:10 main:574] : INFO : Epoch 519 | loss: 0.0311339 | val_loss: 0.0311679 | Time: 968.242 ms [2020-12-21 18:25:12 main:574] : INFO : Epoch 520 | loss: 0.0311326 | val_loss: 0.0311687 | Time: 1764.42 ms [2020-12-21 18:25:14 main:574] : INFO : Epoch 521 | loss: 0.0311261 | val_loss: 0.0311717 | Time: 1888.9 ms [2020-12-21 18:25:15 main:574] : INFO : Epoch 522 | loss: 0.0311242 | val_loss: 0.0311679 | Time: 1189.32 ms [2020-12-21 18:25:16 main:574] : INFO : Epoch 523 | loss: 0.0311206 | val_loss: 0.031173 | Time: 1589.71 ms [2020-12-21 18:25:28 main:574] : INFO : Epoch 524 | loss: 0.03112 | val_loss: 0.0311706 | Time: 11808.8 ms [2020-12-21 18:25:30 main:574] : INFO : Epoch 525 | loss: 0.0311209 | val_loss: 0.0311685 | Time: 1324.59 ms [2020-12-21 18:25:31 main:574] : INFO : Epoch 526 | loss: 0.0311175 | val_loss: 0.0311732 | Time: 1295.41 ms [2020-12-21 18:25:33 main:574] : INFO : Epoch 527 | loss: 0.031121 | val_loss: 0.0311769 | Time: 1681.95 ms [2020-12-21 18:25:34 main:574] : INFO : Epoch 528 | loss: 0.0311172 | val_loss: 0.031173 | Time: 1617.09 ms [2020-12-21 18:25:35 main:574] : INFO : Epoch 529 | loss: 0.031119 | val_loss: 0.0311729 | Time: 1011.49 ms [2020-12-21 18:25:37 main:574] : INFO : Epoch 530 | loss: 0.0311204 | val_loss: 0.0311759 | Time: 1677.58 ms [2020-12-21 18:25:39 main:574] : INFO : Epoch 531 | loss: 0.0311195 | val_loss: 0.0311705 | Time: 1729.58 ms [2020-12-21 18:25:40 main:574] : INFO : Epoch 532 | loss: 0.0311188 | val_loss: 0.0311756 | Time: 1191.4 ms [2020-12-21 18:25:41 main:574] : INFO : Epoch 533 | loss: 0.0311203 | val_loss: 0.0311763 | Time: 1579.8 ms [2020-12-21 18:25:43 main:574] : INFO : Epoch 534 | loss: 0.0311199 | val_loss: 0.0311672 | Time: 1876.88 ms [2020-12-21 18:25:45 main:574] : INFO : Epoch 535 | loss: 0.0311181 | val_loss: 0.0311722 | Time: 1377.78 ms [2020-12-21 18:25:46 main:574] : INFO : Epoch 536 | loss: 0.0311174 | val_loss: 0.0311699 | Time: 1441.26 ms [2020-12-21 18:25:48 main:574] : INFO : Epoch 537 | loss: 0.0311139 | val_loss: 0.0311753 | Time: 1887.9 ms [2020-12-21 18:25:50 main:574] : INFO : Epoch 538 | loss: 0.0311134 | val_loss: 0.0311753 | Time: 1517 ms [2020-12-21 18:25:51 main:574] : INFO : Epoch 539 | loss: 0.0311096 | val_loss: 0.031176 | Time: 1231.54 ms [2020-12-21 18:25:53 main:574] : INFO : Epoch 540 | loss: 0.03111 | val_loss: 0.0311777 | Time: 1903.84 ms [2020-12-21 18:25:54 main:574] : INFO : Epoch 541 | loss: 0.0311132 | val_loss: 0.0311799 | Time: 1677.68 ms [2020-12-21 18:25:55 main:574] : INFO : Epoch 542 | loss: 0.0311146 | val_loss: 0.0311756 | Time: 1101.18 ms [2020-12-21 18:25:57 main:574] : INFO : Epoch 543 | loss: 0.0311141 | val_loss: 0.0311761 | Time: 1846.88 ms [2020-12-21 18:25:59 main:574] : INFO : Epoch 544 | loss: 0.0311171 | val_loss: 0.0311799 | Time: 1850.02 ms [2020-12-21 18:26:00 main:574] : INFO : Epoch 545 | loss: 0.0311138 | val_loss: 0.0311777 | Time: 976.521 ms [2020-12-21 18:26:02 main:574] : INFO : Epoch 546 | loss: 0.0311121 | val_loss: 0.0311829 | Time: 1803.93 ms [2020-12-21 18:26:04 main:574] : INFO : Epoch 547 | loss: 0.031114 | val_loss: 0.0311757 | Time: 1887.38 ms [2020-12-21 18:26:05 main:574] : INFO : Epoch 548 | loss: 0.0311115 | val_loss: 0.0311768 | Time: 1125.92 ms [2020-12-21 18:26:07 main:574] : INFO : Epoch 549 | loss: 0.0311101 | val_loss: 0.0311774 | Time: 1611.43 ms [2020-12-21 18:26:08 main:574] : INFO : Epoch 550 | loss: 0.0311139 | val_loss: 0.0311725 | Time: 1878.58 ms [2020-12-21 18:26:10 main:574] : INFO : Epoch 551 | loss: 0.0311121 | val_loss: 0.0311771 | Time: 1315.52 ms [2020-12-21 18:26:11 main:574] : INFO : Epoch 552 | loss: 0.0311224 | val_loss: 0.031178 | Time: 1501.58 ms [2020-12-21 18:26:13 main:574] : INFO : Epoch 553 | loss: 0.0311212 | val_loss: 0.0311794 | Time: 1882.96 ms [2020-12-21 18:26:15 main:574] : INFO : Epoch 554 | loss: 0.0311213 | val_loss: 0.0311732 | Time: 1438.98 ms [2020-12-21 18:26:16 main:574] : INFO : Epoch 555 | loss: 0.0311229 | val_loss: 0.0311789 | Time: 1306.71 ms [2020-12-21 18:26:28 main:574] : INFO : Epoch 556 | loss: 0.0311252 | val_loss: 0.0311782 | Time: 11959.1 ms [2020-12-21 18:26:29 main:574] : INFO : Epoch 557 | loss: 0.0311209 | val_loss: 0.0311706 | Time: 1521.06 ms [2020-12-21 18:26:31 main:574] : INFO : Epoch 558 | loss: 0.0311151 | val_loss: 0.0311793 | Time: 1092.86 ms [2020-12-21 18:26:32 main:574] : INFO : Epoch 559 | loss: 0.0311149 | val_loss: 0.0311686 | Time: 1672.07 ms [2020-12-21 18:26:34 main:574] : INFO : Epoch 560 | loss: 0.0311111 | val_loss: 0.031181 | Time: 1673.03 ms [2020-12-21 18:26:35 main:574] : INFO : Epoch 561 | loss: 0.0311104 | val_loss: 0.0311674 | Time: 1089.34 ms [2020-12-21 18:26:37 main:574] : INFO : Epoch 562 | loss: 0.0311138 | val_loss: 0.0311776 | Time: 1529.54 ms [2020-12-21 18:26:38 main:574] : INFO : Epoch 563 | loss: 0.0311139 | val_loss: 0.0311754 | Time: 1688.54 ms [2020-12-21 18:26:40 main:574] : INFO : Epoch 564 | loss: 0.0311126 | val_loss: 0.0311752 | Time: 1420.37 ms [2020-12-21 18:26:41 main:574] : INFO : Epoch 565 | loss: 0.0311088 | val_loss: 0.0311812 | Time: 1313.21 ms [2020-12-21 18:26:43 main:574] : INFO : Epoch 566 | loss: 0.0311154 | val_loss: 0.031174 | Time: 1895.36 ms [2020-12-21 18:26:45 main:574] : INFO : Epoch 567 | loss: 0.0311198 | val_loss: 0.0311769 | Time: 1655.41 ms [2020-12-21 18:26:46 main:574] : INFO : Epoch 568 | loss: 0.0311459 | val_loss: 0.0311788 | Time: 1129.01 ms [2020-12-21 18:26:48 main:574] : INFO : Epoch 569 | loss: 0.0311501 | val_loss: 0.0311782 | Time: 1850.89 ms [2020-12-21 18:26:49 main:574] : INFO : Epoch 570 | loss: 0.0311503 | val_loss: 0.0311714 | Time: 1826.19 ms [2020-12-21 18:26:50 main:574] : INFO : Epoch 571 | loss: 0.0311449 | val_loss: 0.0311636 | Time: 1041.17 ms [2020-12-21 18:26:52 main:574] : INFO : Epoch 572 | loss: 0.0311454 | val_loss: 0.0311623 | Time: 1824.87 ms [2020-12-21 18:26:54 main:574] : INFO : Epoch 573 | loss: 0.0311434 | val_loss: 0.0311635 | Time: 1885.95 ms [2020-12-21 18:26:55 main:574] : INFO : Epoch 574 | loss: 0.0311389 | val_loss: 0.0311632 | Time: 1023.24 ms [2020-12-21 18:26:57 main:574] : INFO : Epoch 575 | loss: 0.0311363 | val_loss: 0.0311613 | Time: 1719.79 ms [2020-12-21 18:26:59 main:574] : INFO : Epoch 576 | loss: 0.031135 | val_loss: 0.0311613 | Time: 1879.21 ms [2020-12-21 18:27:00 main:574] : INFO : Epoch 577 | loss: 0.0311344 | val_loss: 0.0311623 | Time: 1240.44 ms [2020-12-21 18:27:02 main:574] : INFO : Epoch 578 | loss: 0.0311332 | val_loss: 0.0311585 | Time: 1492.54 ms [2020-12-21 18:27:03 main:574] : INFO : Epoch 579 | loss: 0.0311346 | val_loss: 0.0311614 | Time: 1886.17 ms [2020-12-21 18:27:05 main:574] : INFO : Epoch 580 | loss: 0.0311324 | val_loss: 0.0311637 | Time: 1419.55 ms [2020-12-21 18:27:06 main:574] : INFO : Epoch 581 | loss: 0.0311318 | val_loss: 0.0311563 | Time: 1307.13 ms [2020-12-21 18:27:08 main:574] : INFO : Epoch 582 | loss: 0.0311315 | val_loss: 0.0311613 | Time: 1880.68 ms [2020-12-21 18:27:10 main:574] : INFO : Epoch 583 | loss: 0.0311315 | val_loss: 0.0311633 | Time: 1604.56 ms [2020-12-21 18:27:11 main:574] : INFO : Epoch 584 | loss: 0.0311295 | val_loss: 0.0311661 | Time: 1166.86 ms [2020-12-21 18:27:13 main:574] : INFO : Epoch 585 | loss: 0.031129 | val_loss: 0.0311654 | Time: 1867.39 ms [2020-12-21 18:27:14 main:574] : INFO : Epoch 586 | loss: 0.0311278 | val_loss: 0.031166 | Time: 1779.35 ms [2020-12-21 18:27:16 main:574] : INFO : Epoch 587 | loss: 0.0311268 | val_loss: 0.0311672 | Time: 1043.69 ms [2020-12-21 18:27:17 main:574] : INFO : Epoch 588 | loss: 0.0311255 | val_loss: 0.0311656 | Time: 1836.41 ms [2020-12-21 18:27:19 main:574] : INFO : Epoch 589 | loss: 0.0311259 | val_loss: 0.0311656 | Time: 1883.65 ms [2020-12-21 18:27:20 main:574] : INFO : Epoch 590 | loss: 0.0311259 | val_loss: 0.0311636 | Time: 970.404 ms [2020-12-21 18:27:22 main:574] : INFO : Epoch 591 | loss: 0.0311261 | val_loss: 0.0311701 | Time: 1758.08 ms [2020-12-21 18:27:24 main:574] : INFO : Epoch 592 | loss: 0.0311278 | val_loss: 0.0311699 | Time: 1893.37 ms [2020-12-21 18:27:25 main:574] : INFO : Epoch 593 | loss: 0.0311272 | val_loss: 0.0311694 | Time: 1188.46 ms [2020-12-21 18:27:27 main:574] : INFO : Epoch 594 | loss: 0.0311278 | val_loss: 0.0311679 | Time: 1589.01 ms [2020-12-21 18:27:29 main:574] : INFO : Epoch 595 | loss: 0.0311265 | val_loss: 0.03117 | Time: 1890.57 ms [2020-12-21 18:27:30 main:574] : INFO : Epoch 596 | loss: 0.0311245 | val_loss: 0.0311665 | Time: 1355.83 ms [2020-12-21 18:27:31 main:574] : INFO : Epoch 597 | loss: 0.0311231 | val_loss: 0.0311691 | Time: 1407.52 ms [2020-12-21 18:27:33 main:574] : INFO : Epoch 598 | loss: 0.0311258 | val_loss: 0.0311737 | Time: 1885.43 ms [2020-12-21 18:27:35 main:574] : INFO : Epoch 599 | loss: 0.0311222 | val_loss: 0.0311701 | Time: 1511.53 ms [2020-12-21 18:27:36 main:574] : INFO : Epoch 600 | loss: 0.0311235 | val_loss: 0.0311796 | Time: 1220.81 ms [2020-12-21 18:27:38 main:574] : INFO : Epoch 601 | loss: 0.0311294 | val_loss: 0.031177 | Time: 1884.91 ms [2020-12-21 18:27:40 main:574] : INFO : Epoch 602 | loss: 0.031126 | val_loss: 0.0311695 | Time: 1685.06 ms [2020-12-21 18:27:41 main:574] : INFO : Epoch 603 | loss: 0.03112 | val_loss: 0.0311675 | Time: 1093.41 ms [2020-12-21 18:27:43 main:574] : INFO : Epoch 604 | loss: 0.0311193 | val_loss: 0.0311767 | Time: 1849.88 ms [2020-12-21 18:27:44 main:574] : INFO : Epoch 605 | loss: 0.0311212 | val_loss: 0.0311697 | Time: 1879.6 ms [2020-12-21 18:27:45 main:574] : INFO : Epoch 606 | loss: 0.0311184 | val_loss: 0.0311746 | Time: 980.098 ms [2020-12-21 18:27:47 main:574] : INFO : Epoch 607 | loss: 0.0311212 | val_loss: 0.0311763 | Time: 1763.5 ms [2020-12-21 18:27:49 main:574] : INFO : Epoch 608 | loss: 0.0311235 | val_loss: 0.0311703 | Time: 1890.7 ms [2020-12-21 18:27:50 main:574] : INFO : Epoch 609 | loss: 0.0311181 | val_loss: 0.0311689 | Time: 1147.84 ms [2020-12-21 18:27:52 main:574] : INFO : Epoch 610 | loss: 0.0311156 | val_loss: 0.0311721 | Time: 1605.43 ms [2020-12-21 18:27:54 main:574] : INFO : Epoch 611 | loss: 0.0311207 | val_loss: 0.031174 | Time: 1883.6 ms [2020-12-21 18:27:55 main:574] : INFO : Epoch 612 | loss: 0.0311175 | val_loss: 0.0311745 | Time: 1337.5 ms [2020-12-21 18:27:57 main:574] : INFO : Epoch 613 | loss: 0.0311178 | val_loss: 0.0311728 | Time: 1446.94 ms [2020-12-21 18:27:58 main:574] : INFO : Epoch 614 | loss: 0.0311151 | val_loss: 0.0311812 | Time: 1884.93 ms [2020-12-21 18:28:00 main:574] : INFO : Epoch 615 | loss: 0.0311161 | val_loss: 0.0311724 | Time: 1511.93 ms [2020-12-21 18:28:01 main:574] : INFO : Epoch 616 | loss: 0.0311176 | val_loss: 0.0311792 | Time: 1230.82 ms [2020-12-21 18:28:03 main:574] : INFO : Epoch 617 | loss: 0.0311165 | val_loss: 0.0311804 | Time: 1887.87 ms [2020-12-21 18:28:05 main:574] : INFO : Epoch 618 | loss: 0.031118 | val_loss: 0.0311734 | Time: 1672.8 ms [2020-12-21 18:28:06 main:574] : INFO : Epoch 619 | loss: 0.0311159 | val_loss: 0.0311724 | Time: 1094.92 ms [2020-12-21 18:28:08 main:574] : INFO : Epoch 620 | loss: 0.0311107 | val_loss: 0.031174 | Time: 1865.51 ms [2020-12-21 18:28:10 main:574] : INFO : Epoch 621 | loss: 0.0311128 | val_loss: 0.0311806 | Time: 1843.24 ms [2020-12-21 18:28:11 main:574] : INFO : Epoch 622 | loss: 0.0311145 | val_loss: 0.0311801 | Time: 966.92 ms [2020-12-21 18:28:12 main:574] : INFO : Epoch 623 | loss: 0.0311129 | val_loss: 0.0311759 | Time: 1780.84 ms [2020-12-21 18:28:14 main:574] : INFO : Epoch 624 | loss: 0.0311188 | val_loss: 0.0311732 | Time: 1884.39 ms [2020-12-21 18:28:15 main:574] : INFO : Epoch 625 | loss: 0.0311163 | val_loss: 0.0311748 | Time: 1149.43 ms [2020-12-21 18:28:17 main:574] : INFO : Epoch 626 | loss: 0.0311144 | val_loss: 0.0311797 | Time: 1594.82 ms [2020-12-21 18:28:19 main:574] : INFO : Epoch 627 | loss: 0.0311153 | val_loss: 0.0311736 | Time: 1885.49 ms [2020-12-21 18:28:30 main:574] : INFO : Epoch 628 | loss: 0.0311199 | val_loss: 0.0311704 | Time: 11280.4 ms [2020-12-21 18:28:32 main:574] : INFO : Epoch 629 | loss: 0.031116 | val_loss: 0.0311802 | Time: 1332.35 ms [2020-12-21 18:28:33 main:574] : INFO : Epoch 630 | loss: 0.0311186 | val_loss: 0.0311689 | Time: 1686.03 ms [2020-12-21 18:28:35 main:574] : INFO : Epoch 631 | loss: 0.0311189 | val_loss: 0.0311672 | Time: 1575.11 ms [2020-12-21 18:28:36 main:574] : INFO : Epoch 632 | loss: 0.0311202 | val_loss: 0.0311687 | Time: 1067.13 ms [2020-12-21 18:28:38 main:574] : INFO : Epoch 633 | loss: 0.0311205 | val_loss: 0.0311734 | Time: 1670.31 ms [2020-12-21 18:28:39 main:574] : INFO : Epoch 634 | loss: 0.0311192 | val_loss: 0.0311708 | Time: 1685.75 ms [2020-12-21 18:28:40 main:574] : INFO : Epoch 635 | loss: 0.03112 | val_loss: 0.0311773 | Time: 1139.34 ms [2020-12-21 18:28:42 main:574] : INFO : Epoch 636 | loss: 0.0311135 | val_loss: 0.0311726 | Time: 1536.56 ms [2020-12-21 18:28:44 main:574] : INFO : Epoch 637 | loss: 0.0311155 | val_loss: 0.0311791 | Time: 1886.83 ms [2020-12-21 18:28:45 main:574] : INFO : Epoch 638 | loss: 0.0311148 | val_loss: 0.0311753 | Time: 1392.84 ms [2020-12-21 18:28:47 main:574] : INFO : Epoch 639 | loss: 0.0311312 | val_loss: 0.0311766 | Time: 1368.79 ms [2020-12-21 18:28:48 main:574] : INFO : Epoch 640 | loss: 0.0311528 | val_loss: 0.0311682 | Time: 1881.92 ms [2020-12-21 18:28:50 main:574] : INFO : Epoch 641 | loss: 0.0311483 | val_loss: 0.0311716 | Time: 1573.07 ms [2020-12-21 18:28:51 main:574] : INFO : Epoch 642 | loss: 0.0311456 | val_loss: 0.0311613 | Time: 1185.7 ms [2020-12-21 18:28:53 main:574] : INFO : Epoch 643 | loss: 0.0311417 | val_loss: 0.0311614 | Time: 1882.84 ms [2020-12-21 18:28:55 main:574] : INFO : Epoch 644 | loss: 0.031139 | val_loss: 0.0311621 | Time: 1730.13 ms [2020-12-21 18:28:56 main:574] : INFO : Epoch 645 | loss: 0.0311372 | val_loss: 0.0311649 | Time: 1074.37 ms [2020-12-21 18:28:58 main:574] : INFO : Epoch 646 | loss: 0.031135 | val_loss: 0.0311607 | Time: 1840.73 ms [2020-12-21 18:29:00 main:574] : INFO : Epoch 647 | loss: 0.0311342 | val_loss: 0.0311634 | Time: 1879.15 ms [2020-12-21 18:29:01 main:574] : INFO : Epoch 648 | loss: 0.031133 | val_loss: 0.0311614 | Time: 965.422 ms [2020-12-21 18:29:02 main:574] : INFO : Epoch 649 | loss: 0.0311338 | val_loss: 0.0311679 | Time: 1799.66 ms [2020-12-21 18:29:04 main:574] : INFO : Epoch 650 | loss: 0.0311328 | val_loss: 0.031166 | Time: 1892.52 ms [2020-12-21 18:29:05 main:574] : INFO : Epoch 651 | loss: 0.0311297 | val_loss: 0.0311613 | Time: 1122.87 ms [2020-12-21 18:29:07 main:574] : INFO : Epoch 652 | loss: 0.0311307 | val_loss: 0.0311643 | Time: 1562.71 ms [2020-12-21 18:29:09 main:574] : INFO : Epoch 653 | loss: 0.031132 | val_loss: 0.0311632 | Time: 1906.04 ms [2020-12-21 18:29:10 main:574] : INFO : Epoch 654 | loss: 0.031127 | val_loss: 0.0311612 | Time: 1338.76 ms [2020-12-21 18:29:12 main:574] : INFO : Epoch 655 | loss: 0.0311274 | val_loss: 0.0311617 | Time: 1422.26 ms [2020-12-21 18:29:14 main:574] : INFO : Epoch 656 | loss: 0.0311268 | val_loss: 0.0311644 | Time: 1885.11 ms [2020-12-21 18:29:15 main:574] : INFO : Epoch 657 | loss: 0.0311241 | val_loss: 0.0311615 | Time: 1502.7 ms [2020-12-21 18:29:16 main:574] : INFO : Epoch 658 | loss: 0.0311224 | val_loss: 0.0311648 | Time: 1299.85 ms [2020-12-21 18:29:18 main:574] : INFO : Epoch 659 | loss: 0.031122 | val_loss: 0.031162 | Time: 1893.85 ms [2020-12-21 18:29:30 main:574] : INFO : Epoch 660 | loss: 0.0311201 | val_loss: 0.0311676 | Time: 11832 ms [2020-12-21 18:29:32 main:574] : INFO : Epoch 661 | loss: 0.0311207 | val_loss: 0.0311699 | Time: 1667.13 ms [2020-12-21 18:29:34 main:574] : INFO : Epoch 662 | loss: 0.0311262 | val_loss: 0.0311722 | Time: 1680.87 ms [2020-12-21 18:29:35 main:574] : INFO : Epoch 663 | loss: 0.0311295 | val_loss: 0.0311672 | Time: 1672.73 ms [2020-12-21 18:29:37 main:574] : INFO : Epoch 664 | loss: 0.0311229 | val_loss: 0.0311652 | Time: 1680.01 ms [2020-12-21 18:29:39 main:574] : INFO : Epoch 665 | loss: 0.0311228 | val_loss: 0.0311665 | Time: 1753.45 ms [2020-12-21 18:29:40 main:574] : INFO : Epoch 666 | loss: 0.0311242 | val_loss: 0.0311712 | Time: 1492.32 ms [2020-12-21 18:29:41 main:574] : INFO : Epoch 667 | loss: 0.0319189 | val_loss: 0.0322661 | Time: 1160 ms [2020-12-21 18:29:43 main:574] : INFO : Epoch 668 | loss: 0.0377279 | val_loss: 0.0324582 | Time: 1856.16 ms [2020-12-21 18:29:45 main:574] : INFO : Epoch 669 | loss: 0.0332138 | val_loss: 0.0319887 | Time: 1761.34 ms [2020-12-21 18:29:46 main:574] : INFO : Epoch 670 | loss: 0.0314897 | val_loss: 0.0313258 | Time: 1034.24 ms [2020-12-21 18:29:48 main:574] : INFO : Epoch 671 | loss: 0.0312634 | val_loss: 0.0312369 | Time: 1817.84 ms [2020-12-21 18:29:50 main:574] : INFO : Epoch 672 | loss: 0.0312215 | val_loss: 0.0312166 | Time: 1890.67 ms [2020-12-21 18:29:51 main:574] : INFO : Epoch 673 | loss: 0.0312122 | val_loss: 0.0312116 | Time: 1004.62 ms [2020-12-21 18:29:52 main:574] : INFO : Epoch 674 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 1714.08 ms [2020-12-21 18:29:54 main:574] : INFO : Epoch 675 | loss: 0.0312066 | val_loss: 0.0312077 | Time: 1886.49 ms [2020-12-21 18:29:56 main:574] : INFO : Epoch 676 | loss: 0.0312051 | val_loss: 0.03121 | Time: 1190.12 ms [2020-12-21 18:29:57 main:574] : INFO : Epoch 677 | loss: 0.0312027 | val_loss: 0.0312024 | Time: 1537.47 ms [2020-12-21 18:29:59 main:574] : INFO : Epoch 678 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 1905.03 ms [2020-12-21 18:30:00 main:574] : INFO : Epoch 679 | loss: 0.0311937 | val_loss: 0.031196 | Time: 1410.78 ms [2020-12-21 18:30:02 main:574] : INFO : Epoch 680 | loss: 0.0311901 | val_loss: 0.0311925 | Time: 1421.64 ms [2020-12-21 18:30:04 main:574] : INFO : Epoch 681 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 1895.04 ms [2020-12-21 18:30:05 main:574] : INFO : Epoch 682 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 1536.8 ms [2020-12-21 18:30:06 main:574] : INFO : Epoch 683 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 1216.97 ms [2020-12-21 18:30:08 main:574] : INFO : Epoch 684 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 1885.63 ms [2020-12-21 18:30:10 main:574] : INFO : Epoch 685 | loss: 0.0311811 | val_loss: 0.031186 | Time: 1692.98 ms [2020-12-21 18:30:11 main:574] : INFO : Epoch 686 | loss: 0.0311803 | val_loss: 0.0311871 | Time: 1093.15 ms [2020-12-21 18:30:13 main:574] : INFO : Epoch 687 | loss: 0.0311792 | val_loss: 0.0311858 | Time: 1847.25 ms [2020-12-21 18:30:15 main:574] : INFO : Epoch 688 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 1856.18 ms [2020-12-21 18:30:16 main:574] : INFO : Epoch 689 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 972.624 ms [2020-12-21 18:30:18 main:574] : INFO : Epoch 690 | loss: 0.0311767 | val_loss: 0.0311961 | Time: 1796.17 ms [2020-12-21 18:30:20 main:574] : INFO : Epoch 691 | loss: 0.0311791 | val_loss: 0.0311816 | Time: 1878.02 ms [2020-12-21 18:30:21 main:574] : INFO : Epoch 692 | loss: 0.0311736 | val_loss: 0.0311777 | Time: 1143.17 ms [2020-12-21 18:30:22 main:574] : INFO : Epoch 693 | loss: 0.0311716 | val_loss: 0.0311771 | Time: 1596.18 ms [2020-12-21 18:30:24 main:574] : INFO : Epoch 694 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 1882.9 ms [2020-12-21 18:30:26 main:574] : INFO : Epoch 695 | loss: 0.0311741 | val_loss: 0.0311767 | Time: 1298.12 ms [2020-12-21 18:30:27 main:574] : INFO : Epoch 696 | loss: 0.03117 | val_loss: 0.031175 | Time: 1428.68 ms [2020-12-21 18:30:29 main:574] : INFO : Epoch 697 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 1880.08 ms [2020-12-21 18:30:30 main:574] : INFO : Epoch 698 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 1500.13 ms [2020-12-21 18:30:32 main:574] : INFO : Epoch 699 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 1745.02 ms [2020-12-21 18:30:34 main:574] : INFO : Epoch 700 | loss: 0.031166 | val_loss: 0.0311744 | Time: 1886.73 ms [2020-12-21 18:30:35 main:574] : INFO : Epoch 701 | loss: 0.0311658 | val_loss: 0.0311734 | Time: 1422.81 ms [2020-12-21 18:30:37 main:574] : INFO : Epoch 702 | loss: 0.0311651 | val_loss: 0.0311779 | Time: 1349.22 ms [2020-12-21 18:30:39 main:574] : INFO : Epoch 703 | loss: 0.0311641 | val_loss: 0.0311731 | Time: 1881.27 ms [2020-12-21 18:30:40 main:574] : INFO : Epoch 704 | loss: 0.031163 | val_loss: 0.031171 | Time: 1599.74 ms [2020-12-21 18:30:41 main:574] : INFO : Epoch 705 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 1205.6 ms [2020-12-21 18:30:43 main:574] : INFO : Epoch 706 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 1889.43 ms [2020-12-21 18:30:45 main:574] : INFO : Epoch 707 | loss: 0.0311625 | val_loss: 0.0311745 | Time: 1735.14 ms [2020-12-21 18:30:46 main:574] : INFO : Epoch 708 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 1057.65 ms [2020-12-21 18:30:48 main:574] : INFO : Epoch 709 | loss: 0.0311639 | val_loss: 0.031171 | Time: 1835.73 ms [2020-12-21 18:30:50 main:574] : INFO : Epoch 710 | loss: 0.0311632 | val_loss: 0.031178 | Time: 1883.09 ms [2020-12-21 18:30:51 main:574] : INFO : Epoch 711 | loss: 0.0311635 | val_loss: 0.0311783 | Time: 1000.95 ms [2020-12-21 18:30:53 main:574] : INFO : Epoch 712 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1807.21 ms [2020-12-21 18:30:55 main:574] : INFO : Epoch 713 | loss: 0.0311679 | val_loss: 0.0311804 | Time: 1884.59 ms [2020-12-21 18:30:56 main:574] : INFO : Epoch 714 | loss: 0.0311709 | val_loss: 0.0311698 | Time: 1117.88 ms [2020-12-21 18:30:57 main:574] : INFO : Epoch 715 | loss: 0.0311615 | val_loss: 0.0311709 | Time: 1639.83 ms [2020-12-21 18:30:59 main:574] : INFO : Epoch 716 | loss: 0.0311618 | val_loss: 0.0311697 | Time: 1884.98 ms [2020-12-21 18:31:01 main:574] : INFO : Epoch 717 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 1314.5 ms [2020-12-21 18:31:02 main:574] : INFO : Epoch 718 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 1413.82 ms [2020-12-21 18:31:04 main:574] : INFO : Epoch 719 | loss: 0.0311653 | val_loss: 0.0311778 | Time: 1883.22 ms [2020-12-21 18:31:05 main:574] : INFO : Epoch 720 | loss: 0.0311612 | val_loss: 0.0311695 | Time: 1497.01 ms [2020-12-21 18:31:07 main:574] : INFO : Epoch 721 | loss: 0.0311614 | val_loss: 0.0311784 | Time: 1278.65 ms [2020-12-21 18:31:09 main:574] : INFO : Epoch 722 | loss: 0.031162 | val_loss: 0.0311756 | Time: 1891.53 ms [2020-12-21 18:31:10 main:574] : INFO : Epoch 723 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 1651.06 ms [2020-12-21 18:31:11 main:574] : INFO : Epoch 724 | loss: 0.0311596 | val_loss: 0.0311697 | Time: 1145.23 ms [2020-12-21 18:31:13 main:574] : INFO : Epoch 725 | loss: 0.0311607 | val_loss: 0.0311734 | Time: 1865.85 ms [2020-12-21 18:31:15 main:574] : INFO : Epoch 726 | loss: 0.0311664 | val_loss: 0.0311753 | Time: 1894.91 ms [2020-12-21 18:31:16 main:574] : INFO : Epoch 727 | loss: 0.0311713 | val_loss: 0.0311926 | Time: 1041.67 ms [2020-12-21 18:31:18 main:574] : INFO : Epoch 728 | loss: 0.0311736 | val_loss: 0.031179 | Time: 1836.07 ms [2020-12-21 18:31:20 main:574] : INFO : Epoch 729 | loss: 0.0311684 | val_loss: 0.0311717 | Time: 1883.84 ms [2020-12-21 18:31:21 main:574] : INFO : Epoch 730 | loss: 0.0311641 | val_loss: 0.0311716 | Time: 1010.2 ms [2020-12-21 18:31:23 main:574] : INFO : Epoch 731 | loss: 0.0311621 | val_loss: 0.0311747 | Time: 1758.82 ms [2020-12-21 18:31:25 main:574] : INFO : Epoch 732 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 1883.72 ms [2020-12-21 18:31:26 main:574] : INFO : Epoch 733 | loss: 0.0311599 | val_loss: 0.0311699 | Time: 1160.96 ms [2020-12-21 18:31:27 main:574] : INFO : Epoch 734 | loss: 0.0311642 | val_loss: 0.0311767 | Time: 1577.26 ms [2020-12-21 18:31:29 main:574] : INFO : Epoch 735 | loss: 0.0311595 | val_loss: 0.0311694 | Time: 1878.57 ms [2020-12-21 18:31:31 main:574] : INFO : Epoch 736 | loss: 0.0311592 | val_loss: 0.0311775 | Time: 1321.65 ms [2020-12-21 18:31:32 main:574] : INFO : Epoch 737 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 1396.11 ms [2020-12-21 18:31:34 main:574] : INFO : Epoch 738 | loss: 0.0311615 | val_loss: 0.0311691 | Time: 1881.2 ms [2020-12-21 18:31:36 main:574] : INFO : Epoch 739 | loss: 0.0311599 | val_loss: 0.0311751 | Time: 1590.65 ms [2020-12-21 18:31:37 main:574] : INFO : Epoch 740 | loss: 0.0311604 | val_loss: 0.0311693 | Time: 1203.9 ms [2020-12-21 18:31:39 main:574] : INFO : Epoch 741 | loss: 0.0311619 | val_loss: 0.0311727 | Time: 1879.46 ms [2020-12-21 18:31:40 main:574] : INFO : Epoch 742 | loss: 0.031161 | val_loss: 0.0311696 | Time: 1715.83 ms [2020-12-21 18:31:41 main:574] : INFO : Epoch 743 | loss: 0.0311597 | val_loss: 0.0311692 | Time: 1064.9 ms [2020-12-21 18:31:43 main:574] : INFO : Epoch 744 | loss: 0.03116 | val_loss: 0.0311696 | Time: 1840.99 ms [2020-12-21 18:31:45 main:574] : INFO : Epoch 745 | loss: 0.0311599 | val_loss: 0.031169 | Time: 1887.97 ms [2020-12-21 18:31:46 main:574] : INFO : Epoch 746 | loss: 0.03116 | val_loss: 0.0311694 | Time: 973.284 ms [2020-12-21 18:31:48 main:574] : INFO : Epoch 747 | loss: 0.0311583 | val_loss: 0.0311687 | Time: 1809.45 ms [2020-12-21 18:31:50 main:574] : INFO : Epoch 748 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 1881.55 ms [2020-12-21 18:31:51 main:574] : INFO : Epoch 749 | loss: 0.0311585 | val_loss: 0.031169 | Time: 1139.18 ms [2020-12-21 18:31:53 main:574] : INFO : Epoch 750 | loss: 0.0311606 | val_loss: 0.0311689 | Time: 1584.13 ms [2020-12-21 18:31:54 main:574] : INFO : Epoch 751 | loss: 0.0311586 | val_loss: 0.0311698 | Time: 1887.67 ms [2020-12-21 18:31:56 main:574] : INFO : Epoch 752 | loss: 0.0311657 | val_loss: 0.0311755 | Time: 1330.95 ms [2020-12-21 18:31:57 main:574] : INFO : Epoch 753 | loss: 0.0311629 | val_loss: 0.0311854 | Time: 1414.05 ms [2020-12-21 18:31:59 main:574] : INFO : Epoch 754 | loss: 0.0311652 | val_loss: 0.0311726 | Time: 1896.45 ms [2020-12-21 18:32:01 main:574] : INFO : Epoch 755 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 1505.45 ms [2020-12-21 18:32:02 main:574] : INFO : Epoch 756 | loss: 0.0311582 | val_loss: 0.0311749 | Time: 1275.03 ms [2020-12-21 18:32:04 main:574] : INFO : Epoch 757 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 1900.4 ms [2020-12-21 18:32:05 main:574] : INFO : Epoch 758 | loss: 0.0311588 | val_loss: 0.0311678 | Time: 1681.64 ms [2020-12-21 18:32:07 main:574] : INFO : Epoch 759 | loss: 0.0311593 | val_loss: 0.0311679 | Time: 1089.71 ms [2020-12-21 18:32:08 main:574] : INFO : Epoch 760 | loss: 0.0311638 | val_loss: 0.0311664 | Time: 1851.69 ms [2020-12-21 18:32:10 main:574] : INFO : Epoch 761 | loss: 0.0311583 | val_loss: 0.0311681 | Time: 1857.54 ms [2020-12-21 18:32:11 main:574] : INFO : Epoch 762 | loss: 0.0311585 | val_loss: 0.0311684 | Time: 1030.68 ms [2020-12-21 18:32:13 main:574] : INFO : Epoch 763 | loss: 0.031162 | val_loss: 0.0311839 | Time: 1812.85 ms [2020-12-21 18:32:15 main:574] : INFO : Epoch 764 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 1882.54 ms [2020-12-21 18:32:16 main:574] : INFO : Epoch 765 | loss: 0.031162 | val_loss: 0.0311679 | Time: 1071.43 ms [2020-12-21 18:32:18 main:574] : INFO : Epoch 766 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 1695.52 ms [2020-12-21 18:32:20 main:574] : INFO : Epoch 767 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 1888.65 ms [2020-12-21 18:32:21 main:574] : INFO : Epoch 768 | loss: 0.0311582 | val_loss: 0.0311673 | Time: 1217.04 ms [2020-12-21 18:32:22 main:574] : INFO : Epoch 769 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 1530.18 ms [2020-12-21 18:32:24 main:574] : INFO : Epoch 770 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 1892.93 ms [2020-12-21 18:32:26 main:574] : INFO : Epoch 771 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1427.37 ms [2020-12-21 18:32:27 main:574] : INFO : Epoch 772 | loss: 0.0311628 | val_loss: 0.0311669 | Time: 1343.79 ms [2020-12-21 18:32:29 main:574] : INFO : Epoch 773 | loss: 0.0311626 | val_loss: 0.0311702 | Time: 1880.4 ms [2020-12-21 18:32:31 main:574] : INFO : Epoch 774 | loss: 0.0311588 | val_loss: 0.0311864 | Time: 1577.62 ms [2020-12-21 18:32:32 main:574] : INFO : Epoch 775 | loss: 0.0311621 | val_loss: 0.0311655 | Time: 1203.7 ms [2020-12-21 18:32:34 main:574] : INFO : Epoch 776 | loss: 0.0311611 | val_loss: 0.031168 | Time: 1886.11 ms [2020-12-21 18:32:35 main:574] : INFO : Epoch 777 | loss: 0.0311682 | val_loss: 0.0311669 | Time: 1725.19 ms [2020-12-21 18:32:37 main:574] : INFO : Epoch 778 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 1010.95 ms [2020-12-21 18:32:38 main:574] : INFO : Epoch 779 | loss: 0.0311576 | val_loss: 0.0311673 | Time: 1820.54 ms [2020-12-21 18:32:40 main:574] : INFO : Epoch 780 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1884.32 ms [2020-12-21 18:32:41 main:574] : INFO : Epoch 781 | loss: 0.0311719 | val_loss: 0.0311904 | Time: 1069.17 ms [2020-12-21 18:32:43 main:574] : INFO : Epoch 782 | loss: 0.03117 | val_loss: 0.0311798 | Time: 1748.02 ms [2020-12-21 18:32:45 main:574] : INFO : Epoch 783 | loss: 0.0311622 | val_loss: 0.0311704 | Time: 1883.74 ms [2020-12-21 18:32:46 main:574] : INFO : Epoch 784 | loss: 0.0311585 | val_loss: 0.0311677 | Time: 1196.89 ms [2020-12-21 18:32:48 main:574] : INFO : Epoch 785 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 1623.06 ms [2020-12-21 18:32:50 main:574] : INFO : Epoch 786 | loss: 0.0311617 | val_loss: 0.0311748 | Time: 1884.91 ms [2020-12-21 18:32:51 main:574] : INFO : Epoch 787 | loss: 0.0311632 | val_loss: 0.0311678 | Time: 1327.98 ms [2020-12-21 18:32:52 main:574] : INFO : Epoch 788 | loss: 0.0311593 | val_loss: 0.0311689 | Time: 1367.41 ms [2020-12-21 18:32:54 main:574] : INFO : Epoch 789 | loss: 0.0311581 | val_loss: 0.0311659 | Time: 1877.76 ms [2020-12-21 18:32:56 main:574] : INFO : Epoch 790 | loss: 0.0311601 | val_loss: 0.0311678 | Time: 1545.4 ms [2020-12-21 18:32:57 main:574] : INFO : Epoch 791 | loss: 0.0311596 | val_loss: 0.031168 | Time: 1205.67 ms [2020-12-21 18:32:59 main:574] : INFO : Epoch 792 | loss: 0.03116 | val_loss: 0.0311677 | Time: 1878.65 ms [2020-12-21 18:33:01 main:574] : INFO : Epoch 793 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 1702.93 ms [2020-12-21 18:33:02 main:574] : INFO : Epoch 794 | loss: 0.0311585 | val_loss: 0.0311754 | Time: 1083.54 ms [2020-12-21 18:33:04 main:574] : INFO : Epoch 795 | loss: 0.0311642 | val_loss: 0.0311787 | Time: 1844.8 ms [2020-12-21 18:33:05 main:574] : INFO : Epoch 796 | loss: 0.0311603 | val_loss: 0.0311688 | Time: 1886.18 ms [2020-12-21 18:33:06 main:574] : INFO : Epoch 797 | loss: 0.0311565 | val_loss: 0.031167 | Time: 965.968 ms [2020-12-21 18:33:08 main:574] : INFO : Epoch 798 | loss: 0.0311567 | val_loss: 0.0311683 | Time: 1805.17 ms [2020-12-21 18:33:10 main:574] : INFO : Epoch 799 | loss: 0.031162 | val_loss: 0.0311677 | Time: 1881.42 ms [2020-12-21 18:33:11 main:574] : INFO : Epoch 800 | loss: 0.0311573 | val_loss: 0.0311675 | Time: 1137.29 ms [2020-12-21 18:33:23 main:574] : INFO : Epoch 801 | loss: 0.0311584 | val_loss: 0.0311684 | Time: 11685.4 ms [2020-12-21 18:33:25 main:574] : INFO : Epoch 802 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 1667.75 ms [2020-12-21 18:33:26 main:574] : INFO : Epoch 803 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 1342.68 ms [2020-12-21 18:33:27 main:574] : INFO : Epoch 804 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1259.36 ms [2020-12-21 18:33:29 main:574] : INFO : Epoch 805 | loss: 0.0311694 | val_loss: 0.0311694 | Time: 1676.37 ms [2020-12-21 18:33:31 main:574] : INFO : Epoch 806 | loss: 0.0311715 | val_loss: 0.0311686 | Time: 1658.46 ms [2020-12-21 18:33:32 main:574] : INFO : Epoch 807 | loss: 0.031159 | val_loss: 0.0311702 | Time: 1004.1 ms [2020-12-21 18:33:33 main:574] : INFO : Epoch 808 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 1754.29 ms [2020-12-21 18:33:35 main:574] : INFO : Epoch 809 | loss: 0.0311702 | val_loss: 0.0311737 | Time: 1887.38 ms [2020-12-21 18:33:36 main:574] : INFO : Epoch 810 | loss: 0.0311673 | val_loss: 0.0311741 | Time: 1097.82 ms [2020-12-21 18:33:38 main:574] : INFO : Epoch 811 | loss: 0.0311626 | val_loss: 0.0311673 | Time: 1651.1 ms [2020-12-21 18:33:40 main:574] : INFO : Epoch 812 | loss: 0.0311641 | val_loss: 0.0311681 | Time: 1887.78 ms [2020-12-21 18:33:41 main:574] : INFO : Epoch 813 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 1256.1 ms [2020-12-21 18:33:43 main:574] : INFO : Epoch 814 | loss: 0.0311575 | val_loss: 0.0311673 | Time: 1492.01 ms [2020-12-21 18:33:45 main:574] : INFO : Epoch 815 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1885.12 ms [2020-12-21 18:33:46 main:574] : INFO : Epoch 816 | loss: 0.0311583 | val_loss: 0.0311649 | Time: 1467.02 ms [2020-12-21 18:33:47 main:574] : INFO : Epoch 817 | loss: 0.0311575 | val_loss: 0.0311671 | Time: 1310.77 ms [2020-12-21 18:33:49 main:574] : INFO : Epoch 818 | loss: 0.0311555 | val_loss: 0.0311654 | Time: 1875.7 ms [2020-12-21 18:33:51 main:574] : INFO : Epoch 819 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 1609.14 ms [2020-12-21 18:33:52 main:574] : INFO : Epoch 820 | loss: 0.0311603 | val_loss: 0.0311656 | Time: 1144.56 ms [2020-12-21 18:33:56 main:574] : INFO : Epoch 821 | loss: 0.0311611 | val_loss: 0.031167 | Time: 4180.6 ms [2020-12-21 18:33:58 main:574] : INFO : Epoch 822 | loss: 0.0311588 | val_loss: 0.0311677 | Time: 1422.11 ms [2020-12-21 18:34:00 main:574] : INFO : Epoch 823 | loss: 0.0311665 | val_loss: 0.0311812 | Time: 1891.76 ms [2020-12-21 18:34:01 main:574] : INFO : Epoch 824 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 1501.39 ms [2020-12-21 18:34:02 main:574] : INFO : Epoch 825 | loss: 0.0311603 | val_loss: 0.0311844 | Time: 1295.89 ms [2020-12-21 18:34:04 main:574] : INFO : Epoch 826 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1888.84 ms [2020-12-21 18:34:06 main:574] : INFO : Epoch 827 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 1669.66 ms [2020-12-21 18:34:07 main:574] : INFO : Epoch 828 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1104.22 ms [2020-12-21 18:34:09 main:574] : INFO : Epoch 829 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 1846.03 ms [2020-12-21 18:34:11 main:574] : INFO : Epoch 830 | loss: 0.0311564 | val_loss: 0.0311659 | Time: 1852.33 ms [2020-12-21 18:34:12 main:574] : INFO : Epoch 831 | loss: 0.0311647 | val_loss: 0.0311816 | Time: 976.196 ms [2020-12-21 18:34:13 main:574] : INFO : Epoch 832 | loss: 0.0311663 | val_loss: 0.031166 | Time: 1806.96 ms [2020-12-21 18:34:25 main:574] : INFO : Epoch 833 | loss: 0.0311563 | val_loss: 0.0311746 | Time: 11748.4 ms [2020-12-21 18:34:26 main:574] : INFO : Epoch 834 | loss: 0.0311565 | val_loss: 0.0311653 | Time: 1162.49 ms [2020-12-21 18:34:28 main:574] : INFO : Epoch 835 | loss: 0.0311593 | val_loss: 0.0311702 | Time: 1482.01 ms [2020-12-21 18:34:30 main:574] : INFO : Epoch 836 | loss: 0.0311577 | val_loss: 0.0311646 | Time: 1680.73 ms [2020-12-21 18:34:31 main:574] : INFO : Epoch 837 | loss: 0.0311551 | val_loss: 0.0311751 | Time: 1428.77 ms [2020-12-21 18:34:32 main:574] : INFO : Epoch 838 | loss: 0.0311577 | val_loss: 0.0311801 | Time: 1195.79 ms [2020-12-21 18:34:34 main:574] : INFO : Epoch 839 | loss: 0.0311577 | val_loss: 0.0311758 | Time: 1670.81 ms [2020-12-21 18:34:36 main:574] : INFO : Epoch 840 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 1822.33 ms [2020-12-21 18:34:37 main:574] : INFO : Epoch 841 | loss: 0.0311596 | val_loss: 0.0311752 | Time: 952.796 ms [2020-12-21 18:34:38 main:574] : INFO : Epoch 842 | loss: 0.031167 | val_loss: 0.0311675 | Time: 1727.04 ms [2020-12-21 18:34:40 main:574] : INFO : Epoch 843 | loss: 0.0311669 | val_loss: 0.0311892 | Time: 1887.96 ms [2020-12-21 18:34:41 main:574] : INFO : Epoch 844 | loss: 0.0311621 | val_loss: 0.0311912 | Time: 1178.46 ms [2020-12-21 18:34:43 main:574] : INFO : Epoch 845 | loss: 0.0311657 | val_loss: 0.0311669 | Time: 1554.05 ms [2020-12-21 18:34:45 main:574] : INFO : Epoch 846 | loss: 0.0311574 | val_loss: 0.031169 | Time: 1882.76 ms [2020-12-21 18:34:46 main:574] : INFO : Epoch 847 | loss: 0.0311609 | val_loss: 0.0311665 | Time: 1357.53 ms [2020-12-21 18:34:48 main:574] : INFO : Epoch 848 | loss: 0.0311592 | val_loss: 0.0311699 | Time: 1426.79 ms [2020-12-21 18:34:50 main:574] : INFO : Epoch 849 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 1881.73 ms [2020-12-21 18:34:51 main:574] : INFO : Epoch 850 | loss: 0.0311621 | val_loss: 0.0311703 | Time: 1539.44 ms [2020-12-21 18:34:52 main:574] : INFO : Epoch 851 | loss: 0.031163 | val_loss: 0.031174 | Time: 1187.95 ms [2020-12-21 18:34:54 main:574] : INFO : Epoch 852 | loss: 0.0311667 | val_loss: 0.0311652 | Time: 1886.75 ms [2020-12-21 18:34:56 main:574] : INFO : Epoch 853 | loss: 0.0311604 | val_loss: 0.0311762 | Time: 1725.93 ms [2020-12-21 18:34:57 main:574] : INFO : Epoch 854 | loss: 0.031158 | val_loss: 0.0311638 | Time: 1079.71 ms [2020-12-21 18:34:59 main:574] : INFO : Epoch 855 | loss: 0.031157 | val_loss: 0.0311658 | Time: 1832.18 ms [2020-12-21 18:35:01 main:574] : INFO : Epoch 856 | loss: 0.0311591 | val_loss: 0.031172 | Time: 1883.65 ms [2020-12-21 18:35:02 main:574] : INFO : Epoch 857 | loss: 0.0311553 | val_loss: 0.0311623 | Time: 960.299 ms [2020-12-21 18:35:04 main:574] : INFO : Epoch 858 | loss: 0.0311543 | val_loss: 0.0311633 | Time: 1808.4 ms [2020-12-21 18:35:05 main:574] : INFO : Epoch 859 | loss: 0.0311575 | val_loss: 0.0311643 | Time: 1887.68 ms [2020-12-21 18:35:07 main:574] : INFO : Epoch 860 | loss: 0.031157 | val_loss: 0.031163 | Time: 1115.81 ms [2020-12-21 18:35:08 main:574] : INFO : Epoch 861 | loss: 0.031155 | val_loss: 0.0311675 | Time: 1615.36 ms [2020-12-21 18:35:10 main:574] : INFO : Epoch 862 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 1878.99 ms [2020-12-21 18:35:11 main:574] : INFO : Epoch 863 | loss: 0.0311579 | val_loss: 0.031169 | Time: 1316.84 ms [2020-12-21 18:35:13 main:574] : INFO : Epoch 864 | loss: 0.0311553 | val_loss: 0.0311779 | Time: 1382.72 ms [2020-12-21 18:35:15 main:574] : INFO : Epoch 865 | loss: 0.0311572 | val_loss: 0.0311636 | Time: 1887.71 ms [2020-12-21 18:35:16 main:574] : INFO : Epoch 866 | loss: 0.0311521 | val_loss: 0.0311668 | Time: 1512.73 ms [2020-12-21 18:35:17 main:574] : INFO : Epoch 867 | loss: 0.0311545 | val_loss: 0.0311636 | Time: 1226.8 ms [2020-12-21 18:35:19 main:574] : INFO : Epoch 868 | loss: 0.0311538 | val_loss: 0.0311746 | Time: 1883.89 ms [2020-12-21 18:35:21 main:574] : INFO : Epoch 869 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1685.83 ms [2020-12-21 18:35:22 main:574] : INFO : Epoch 870 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 1136.27 ms [2020-12-21 18:35:24 main:574] : INFO : Epoch 871 | loss: 0.031154 | val_loss: 0.0311635 | Time: 1858.41 ms [2020-12-21 18:35:26 main:574] : INFO : Epoch 872 | loss: 0.0311535 | val_loss: 0.031163 | Time: 1875.38 ms [2020-12-21 18:35:27 main:574] : INFO : Epoch 873 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 960.722 ms [2020-12-21 18:35:29 main:574] : INFO : Epoch 874 | loss: 0.0311565 | val_loss: 0.0311692 | Time: 1800.99 ms [2020-12-21 18:35:31 main:574] : INFO : Epoch 875 | loss: 0.0311549 | val_loss: 0.0311652 | Time: 1886.92 ms [2020-12-21 18:35:32 main:574] : INFO : Epoch 876 | loss: 0.0311553 | val_loss: 0.031168 | Time: 1104.58 ms [2020-12-21 18:35:33 main:574] : INFO : Epoch 877 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 1653.42 ms [2020-12-21 18:35:35 main:574] : INFO : Epoch 878 | loss: 0.0311554 | val_loss: 0.0311647 | Time: 1900.03 ms [2020-12-21 18:35:37 main:574] : INFO : Epoch 879 | loss: 0.0311557 | val_loss: 0.0311657 | Time: 1292.42 ms [2020-12-21 18:35:38 main:574] : INFO : Epoch 880 | loss: 0.0311524 | val_loss: 0.0311682 | Time: 1464.21 ms [2020-12-21 18:35:40 main:574] : INFO : Epoch 881 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 1873.46 ms [2020-12-21 18:35:41 main:574] : INFO : Epoch 882 | loss: 0.0311552 | val_loss: 0.031169 | Time: 1473.27 ms [2020-12-21 18:35:43 main:574] : INFO : Epoch 883 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 1303.55 ms [2020-12-21 18:35:45 main:574] : INFO : Epoch 884 | loss: 0.0311502 | val_loss: 0.0311654 | Time: 1888.09 ms [2020-12-21 18:35:46 main:574] : INFO : Epoch 885 | loss: 0.0311518 | val_loss: 0.0311649 | Time: 1626.6 ms [2020-12-21 18:35:47 main:574] : INFO : Epoch 886 | loss: 0.0311501 | val_loss: 0.0311636 | Time: 1170.53 ms [2020-12-21 18:35:49 main:574] : INFO : Epoch 887 | loss: 0.0311588 | val_loss: 0.0311657 | Time: 1869.45 ms [2020-12-21 18:35:51 main:574] : INFO : Epoch 888 | loss: 0.0311556 | val_loss: 0.0311652 | Time: 1806.56 ms [2020-12-21 18:35:52 main:574] : INFO : Epoch 889 | loss: 0.031152 | val_loss: 0.0311641 | Time: 1061.11 ms [2020-12-21 18:35:54 main:574] : INFO : Epoch 890 | loss: 0.0311533 | val_loss: 0.0311737 | Time: 1884.38 ms [2020-12-21 18:35:56 main:574] : INFO : Epoch 891 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1887.41 ms [2020-12-21 18:35:57 main:574] : INFO : Epoch 892 | loss: 0.0311537 | val_loss: 0.0311664 | Time: 966.633 ms [2020-12-21 18:35:59 main:574] : INFO : Epoch 893 | loss: 0.031155 | val_loss: 0.0311648 | Time: 1761.77 ms [2020-12-21 18:36:01 main:574] : INFO : Epoch 894 | loss: 0.0311552 | val_loss: 0.0311647 | Time: 1886.23 ms [2020-12-21 18:36:02 main:574] : INFO : Epoch 895 | loss: 0.0311614 | val_loss: 0.0311795 | Time: 1144.89 ms [2020-12-21 18:36:03 main:574] : INFO : Epoch 896 | loss: 0.0311638 | val_loss: 0.0311955 | Time: 1600.45 ms [2020-12-21 18:36:05 main:574] : INFO : Epoch 897 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 1894.29 ms [2020-12-21 18:36:07 main:574] : INFO : Epoch 898 | loss: 0.0311716 | val_loss: 0.0311845 | Time: 1324.48 ms [2020-12-21 18:36:08 main:574] : INFO : Epoch 899 | loss: 0.0311776 | val_loss: 0.0311766 | Time: 1414.51 ms [2020-12-21 18:36:10 main:574] : INFO : Epoch 900 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1879.56 ms [2020-12-21 18:36:11 main:574] : INFO : Epoch 901 | loss: 0.0311718 | val_loss: 0.0311733 | Time: 1523.31 ms [2020-12-21 18:36:13 main:574] : INFO : Epoch 902 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 1260.15 ms [2020-12-21 18:36:15 main:574] : INFO : Epoch 903 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 1878.42 ms [2020-12-21 18:36:26 main:574] : INFO : Epoch 904 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 11623.4 ms [2020-12-21 18:36:27 main:574] : INFO : Epoch 905 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 1033.73 ms [2020-12-21 18:36:29 main:574] : INFO : Epoch 906 | loss: 0.0311681 | val_loss: 0.0311708 | Time: 1662.86 ms [2020-12-21 18:36:31 main:574] : INFO : Epoch 907 | loss: 0.0311698 | val_loss: 0.0311725 | Time: 1681.25 ms [2020-12-21 18:36:32 main:574] : INFO : Epoch 908 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 1161.07 ms [2020-12-21 18:36:33 main:574] : INFO : Epoch 909 | loss: 0.0311674 | val_loss: 0.0311748 | Time: 1470.52 ms [2020-12-21 18:36:35 main:574] : INFO : Epoch 910 | loss: 0.0311718 | val_loss: 0.0311682 | Time: 1675.52 ms [2020-12-21 18:36:36 main:574] : INFO : Epoch 911 | loss: 0.0311673 | val_loss: 0.0311717 | Time: 1505.87 ms [2020-12-21 18:36:38 main:574] : INFO : Epoch 912 | loss: 0.0311693 | val_loss: 0.0311714 | Time: 1180.56 ms [2020-12-21 18:36:40 main:574] : INFO : Epoch 913 | loss: 0.0311701 | val_loss: 0.0311686 | Time: 1877.72 ms [2020-12-21 18:36:41 main:574] : INFO : Epoch 914 | loss: 0.0311705 | val_loss: 0.0311685 | Time: 1753.58 ms [2020-12-21 18:36:42 main:574] : INFO : Epoch 915 | loss: 0.0311687 | val_loss: 0.0311697 | Time: 1036.9 ms [2020-12-21 18:36:44 main:574] : INFO : Epoch 916 | loss: 0.0311647 | val_loss: 0.031172 | Time: 1830.1 ms [2020-12-21 18:36:46 main:574] : INFO : Epoch 917 | loss: 0.0311669 | val_loss: 0.0311695 | Time: 1891.21 ms [2020-12-21 18:36:47 main:574] : INFO : Epoch 918 | loss: 0.031165 | val_loss: 0.0311671 | Time: 988.062 ms [2020-12-21 18:36:49 main:574] : INFO : Epoch 919 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 1775.33 ms [2020-12-21 18:36:51 main:574] : INFO : Epoch 920 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 1884.51 ms [2020-12-21 18:36:52 main:574] : INFO : Epoch 921 | loss: 0.0311644 | val_loss: 0.0311672 | Time: 1195.5 ms [2020-12-21 18:36:54 main:574] : INFO : Epoch 922 | loss: 0.0311642 | val_loss: 0.0311691 | Time: 1663.82 ms [2020-12-21 18:36:55 main:574] : INFO : Epoch 923 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1886.66 ms [2020-12-21 18:36:57 main:574] : INFO : Epoch 924 | loss: 0.0311627 | val_loss: 0.0311691 | Time: 1302.36 ms [2020-12-21 18:36:58 main:574] : INFO : Epoch 925 | loss: 0.0311634 | val_loss: 0.031174 | Time: 1449.23 ms [2020-12-21 18:37:00 main:574] : INFO : Epoch 926 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 1876.55 ms [2020-12-21 18:37:02 main:574] : INFO : Epoch 927 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 1474.31 ms [2020-12-21 18:37:03 main:574] : INFO : Epoch 928 | loss: 0.0311692 | val_loss: 0.0311679 | Time: 1296.6 ms [2020-12-21 18:37:05 main:574] : INFO : Epoch 929 | loss: 0.0311622 | val_loss: 0.0311685 | Time: 1891.52 ms [2020-12-21 18:37:06 main:574] : INFO : Epoch 930 | loss: 0.031165 | val_loss: 0.0311753 | Time: 1618.32 ms [2020-12-21 18:37:08 main:574] : INFO : Epoch 931 | loss: 0.0311639 | val_loss: 0.0311675 | Time: 1094.61 ms [2020-12-21 18:37:09 main:574] : INFO : Epoch 932 | loss: 0.031165 | val_loss: 0.03117 | Time: 1842.06 ms [2020-12-21 18:37:11 main:574] : INFO : Epoch 933 | loss: 0.0311689 | val_loss: 0.0311776 | Time: 1873.45 ms [2020-12-21 18:37:12 main:574] : INFO : Epoch 934 | loss: 0.0311753 | val_loss: 0.0311853 | Time: 964.34 ms [2020-12-21 18:37:14 main:574] : INFO : Epoch 935 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 1801.37 ms [2020-12-21 18:37:16 main:574] : INFO : Epoch 936 | loss: 0.0311624 | val_loss: 0.0311692 | Time: 1881.18 ms [2020-12-21 18:37:17 main:574] : INFO : Epoch 937 | loss: 0.031161 | val_loss: 0.0311703 | Time: 1099.45 ms [2020-12-21 18:37:19 main:574] : INFO : Epoch 938 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 1674.33 ms [2020-12-21 18:37:21 main:574] : INFO : Epoch 939 | loss: 0.0311622 | val_loss: 0.0311699 | Time: 1886.13 ms [2020-12-21 18:37:22 main:574] : INFO : Epoch 940 | loss: 0.031163 | val_loss: 0.0311688 | Time: 1241.36 ms [2020-12-21 18:37:23 main:574] : INFO : Epoch 941 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 1488.76 ms [2020-12-21 18:37:25 main:574] : INFO : Epoch 942 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 1887.6 ms [2020-12-21 18:37:27 main:574] : INFO : Epoch 943 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 1469 ms [2020-12-21 18:37:28 main:574] : INFO : Epoch 944 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 1309.96 ms [2020-12-21 18:37:30 main:574] : INFO : Epoch 945 | loss: 0.031169 | val_loss: 0.0311862 | Time: 1888.95 ms [2020-12-21 18:37:32 main:574] : INFO : Epoch 946 | loss: 0.0311677 | val_loss: 0.0311806 | Time: 1626.26 ms [2020-12-21 18:37:33 main:574] : INFO : Epoch 947 | loss: 0.031166 | val_loss: 0.03117 | Time: 1150.19 ms [2020-12-21 18:37:35 main:574] : INFO : Epoch 948 | loss: 0.0311623 | val_loss: 0.0311686 | Time: 1883.36 ms [2020-12-21 18:37:36 main:574] : INFO : Epoch 949 | loss: 0.0311628 | val_loss: 0.031169 | Time: 1801.67 ms [2020-12-21 18:37:38 main:574] : INFO : Epoch 950 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1081.07 ms [2020-12-21 18:37:39 main:574] : INFO : Epoch 951 | loss: 0.0311609 | val_loss: 0.0311769 | Time: 1847.01 ms [2020-12-21 18:37:41 main:574] : INFO : Epoch 952 | loss: 0.031164 | val_loss: 0.0311912 | Time: 1875.76 ms [2020-12-21 18:37:42 main:574] : INFO : Epoch 953 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 1001.17 ms [2020-12-21 18:37:44 main:574] : INFO : Epoch 954 | loss: 0.0311689 | val_loss: 0.0311715 | Time: 1759.52 ms [2020-12-21 18:37:46 main:574] : INFO : Epoch 955 | loss: 0.0311624 | val_loss: 0.031177 | Time: 1894.84 ms [2020-12-21 18:37:47 main:574] : INFO : Epoch 956 | loss: 0.0311728 | val_loss: 0.0311709 | Time: 1156.45 ms [2020-12-21 18:37:49 main:574] : INFO : Epoch 957 | loss: 0.031165 | val_loss: 0.0311731 | Time: 1598.34 ms [2020-12-21 18:37:51 main:574] : INFO : Epoch 958 | loss: 0.031162 | val_loss: 0.0311687 | Time: 1884.32 ms [2020-12-21 18:37:52 main:574] : INFO : Epoch 959 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 1317.56 ms [2020-12-21 18:37:53 main:574] : INFO : Epoch 960 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1467.02 ms [2020-12-21 18:37:55 main:574] : INFO : Epoch 961 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 1887.12 ms [2020-12-21 18:37:57 main:574] : INFO : Epoch 962 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 1491.46 ms [2020-12-21 18:37:58 main:574] : INFO : Epoch 963 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 1258.59 ms [2020-12-21 18:38:00 main:574] : INFO : Epoch 964 | loss: 0.0311602 | val_loss: 0.031168 | Time: 1885.55 ms [2020-12-21 18:38:02 main:574] : INFO : Epoch 965 | loss: 0.0311648 | val_loss: 0.0311842 | Time: 1664.65 ms [2020-12-21 18:38:03 main:574] : INFO : Epoch 966 | loss: 0.0311636 | val_loss: 0.0311711 | Time: 1131.26 ms [2020-12-21 18:38:05 main:574] : INFO : Epoch 967 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 1868.61 ms [2020-12-21 18:38:06 main:574] : INFO : Epoch 968 | loss: 0.0311616 | val_loss: 0.0311704 | Time: 1826.97 ms [2020-12-21 18:38:07 main:574] : INFO : Epoch 969 | loss: 0.0311655 | val_loss: 0.0311782 | Time: 983.835 ms [2020-12-21 18:38:09 main:574] : INFO : Epoch 970 | loss: 0.0311637 | val_loss: 0.0311725 | Time: 1810.82 ms [2020-12-21 18:38:11 main:574] : INFO : Epoch 971 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 1879.91 ms [2020-12-21 18:38:12 main:574] : INFO : Epoch 972 | loss: 0.0311624 | val_loss: 0.0311681 | Time: 1082.25 ms [2020-12-21 18:38:14 main:574] : INFO : Epoch 973 | loss: 0.0311598 | val_loss: 0.0311768 | Time: 1713.34 ms [2020-12-21 18:38:16 main:574] : INFO : Epoch 974 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1882.35 ms [2020-12-21 18:38:27 main:574] : INFO : Epoch 975 | loss: 0.0311624 | val_loss: 0.0311696 | Time: 11331 ms [2020-12-21 18:38:29 main:574] : INFO : Epoch 976 | loss: 0.031162 | val_loss: 0.0311734 | Time: 1485.4 ms [2020-12-21 18:38:30 main:574] : INFO : Epoch 977 | loss: 0.0311596 | val_loss: 0.031171 | Time: 1684.31 ms [2020-12-21 18:38:32 main:574] : INFO : Epoch 978 | loss: 0.0311584 | val_loss: 0.0311708 | Time: 1406.49 ms [2020-12-21 18:38:33 main:574] : INFO : Epoch 979 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1225.43 ms [2020-12-21 18:38:35 main:574] : INFO : Epoch 980 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 1674.1 ms [2020-12-21 18:38:36 main:574] : INFO : Epoch 981 | loss: 0.0311608 | val_loss: 0.0311736 | Time: 1682.45 ms [2020-12-21 18:38:37 main:574] : INFO : Epoch 982 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1001.33 ms [2020-12-21 18:38:39 main:574] : INFO : Epoch 983 | loss: 0.03116 | val_loss: 0.0311697 | Time: 1715.54 ms [2020-12-21 18:38:41 main:574] : INFO : Epoch 984 | loss: 0.0311617 | val_loss: 0.0311681 | Time: 1883.28 ms [2020-12-21 18:38:42 main:574] : INFO : Epoch 985 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 1186.41 ms [2020-12-21 18:38:44 main:574] : INFO : Epoch 986 | loss: 0.0311592 | val_loss: 0.031169 | Time: 1553.05 ms [2020-12-21 18:38:46 main:574] : INFO : Epoch 987 | loss: 0.0311591 | val_loss: 0.0311789 | Time: 1884.29 ms [2020-12-21 18:38:47 main:574] : INFO : Epoch 988 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 1364.66 ms [2020-12-21 18:38:48 main:574] : INFO : Epoch 989 | loss: 0.0311581 | val_loss: 0.0311724 | Time: 1381.86 ms [2020-12-21 18:38:50 main:574] : INFO : Epoch 990 | loss: 0.0311573 | val_loss: 0.0311729 | Time: 1883.13 ms [2020-12-21 18:38:52 main:574] : INFO : Epoch 991 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 1576.65 ms [2020-12-21 18:38:53 main:574] : INFO : Epoch 992 | loss: 0.0311584 | val_loss: 0.0311781 | Time: 1260.66 ms [2020-12-21 18:38:55 main:574] : INFO : Epoch 993 | loss: 0.0311705 | val_loss: 0.0311707 | Time: 1882.85 ms [2020-12-21 18:38:57 main:574] : INFO : Epoch 994 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1680.63 ms [2020-12-21 18:38:58 main:574] : INFO : Epoch 995 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 1072.08 ms [2020-12-21 18:39:00 main:574] : INFO : Epoch 996 | loss: 0.0311658 | val_loss: 0.0311692 | Time: 1849.75 ms [2020-12-21 18:39:02 main:574] : INFO : Epoch 997 | loss: 0.0311648 | val_loss: 0.0311725 | Time: 1865.35 ms [2020-12-21 18:39:03 main:574] : INFO : Epoch 998 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 985.723 ms [2020-12-21 18:39:04 main:574] : INFO : Epoch 999 | loss: 0.0311596 | val_loss: 0.03117 | Time: 1815.33 ms [2020-12-21 18:39:06 main:574] : INFO : Epoch 1000 | loss: 0.0311586 | val_loss: 0.0311806 | Time: 1887.25 ms [2020-12-21 18:39:07 main:574] : INFO : Epoch 1001 | loss: 0.0311653 | val_loss: 0.0311708 | Time: 1126.38 ms [2020-12-21 18:39:09 main:574] : INFO : Epoch 1002 | loss: 0.031159 | val_loss: 0.0311689 | Time: 1655.08 ms [2020-12-21 18:39:11 main:574] : INFO : Epoch 1003 | loss: 0.031157 | val_loss: 0.0311722 | Time: 1881.57 ms [2020-12-21 18:39:12 main:574] : INFO : Epoch 1004 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1284.48 ms [2020-12-21 18:39:14 main:574] : INFO : Epoch 1005 | loss: 0.0311592 | val_loss: 0.03117 | Time: 1483 ms [2020-12-21 18:39:16 main:574] : INFO : Epoch 1006 | loss: 0.0311644 | val_loss: 0.0311727 | Time: 1880.36 ms [2020-12-21 18:39:17 main:574] : INFO : Epoch 1007 | loss: 0.0311619 | val_loss: 0.031169 | Time: 1442.73 ms [2020-12-21 18:39:18 main:574] : INFO : Epoch 1008 | loss: 0.0311586 | val_loss: 0.0311681 | Time: 1245.1 ms [2020-12-21 18:39:20 main:574] : INFO : Epoch 1009 | loss: 0.0311572 | val_loss: 0.0311688 | Time: 1887.23 ms [2020-12-21 18:39:22 main:574] : INFO : Epoch 1010 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 1657.21 ms [2020-12-21 18:39:23 main:574] : INFO : Epoch 1011 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 1143.41 ms [2020-12-21 18:39:25 main:574] : INFO : Epoch 1012 | loss: 0.0311583 | val_loss: 0.0311686 | Time: 1889.27 ms [2020-12-21 18:39:27 main:574] : INFO : Epoch 1013 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 1868.36 ms [2020-12-21 18:39:29 main:574] : INFO : Epoch 1014 | loss: 0.031159 | val_loss: 0.0311719 | Time: 1916.26 ms [2020-12-21 18:39:31 main:574] : INFO : Epoch 1015 | loss: 0.0311628 | val_loss: 0.0311672 | Time: 1909.23 ms [2020-12-21 18:39:32 main:574] : INFO : Epoch 1016 | loss: 0.031161 | val_loss: 0.0311711 | Time: 1473.85 ms [2020-12-21 18:39:34 main:574] : INFO : Epoch 1017 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 1547.93 ms [2020-12-21 18:39:36 main:574] : INFO : Epoch 1018 | loss: 0.0311606 | val_loss: 0.0311732 | Time: 1896.17 ms [2020-12-21 18:39:37 main:574] : INFO : Epoch 1019 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1428.92 ms [2020-12-21 18:39:39 main:574] : INFO : Epoch 1020 | loss: 0.0311565 | val_loss: 0.0311684 | Time: 1347.76 ms [2020-12-21 18:39:40 main:574] : INFO : Epoch 1021 | loss: 0.0311586 | val_loss: 0.0311686 | Time: 1888.72 ms [2020-12-21 18:39:42 main:574] : INFO : Epoch 1022 | loss: 0.0311589 | val_loss: 0.031172 | Time: 1588.68 ms [2020-12-21 18:39:43 main:574] : INFO : Epoch 1023 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 1198.2 ms [2020-12-21 18:39:45 main:574] : INFO : Epoch 1024 | loss: 0.0311594 | val_loss: 0.0311829 | Time: 1880.19 ms [2020-12-21 18:39:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311829 [2020-12-21 18:39:45 main:603] : INFO : Saving end state to config to file [2020-12-21 18:39:45 main:608] : INFO : Success, exiting.. 18:39:45 (21784): called boinc_finish(0) </stderr_txt> 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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)