Task 3369469
| Name | ParityMachine-1605152519-7403-9_4 |
| Workunit | 1519849 |
| Created | 21 Dec 2020, 18:37:54 UTC |
| Sent | 21 Dec 2020, 19:58:05 UTC |
| Report deadline | 28 Dec 2020, 19:58:05 UTC |
| Received | 22 Dec 2020, 5:34:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 1545 |
| Run time | 30 min 18 sec |
| CPU time | 29 min 4 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,174.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 514 | loss: 0.031127 | val_loss: 0.0311568 | Time: 1769.56 ms [2020-12-22 06:18:40 main:574] : INFO : Epoch 515 | loss: 0.0311247 | val_loss: 0.0311579 | Time: 1698.42 ms [2020-12-22 06:18:42 main:574] : INFO : Epoch 516 | loss: 0.0311234 | val_loss: 0.0311579 | Time: 1681.6 ms [2020-12-22 06:18:43 main:574] : INFO : Epoch 517 | loss: 0.0311231 | val_loss: 0.0311591 | Time: 1673.76 ms [2020-12-22 06:18:45 main:574] : INFO : Epoch 518 | loss: 0.0311236 | val_loss: 0.0311602 | Time: 1737.3 ms [2020-12-22 06:18:47 main:574] : INFO : Epoch 519 | loss: 0.0311217 | val_loss: 0.0311633 | Time: 1749.83 ms [2020-12-22 06:18:49 main:574] : INFO : Epoch 520 | loss: 0.0311222 | val_loss: 0.0311592 | Time: 1701.28 ms [2020-12-22 06:18:50 main:574] : INFO : Epoch 521 | loss: 0.031121 | val_loss: 0.0311611 | Time: 1680.87 ms [2020-12-22 06:18:52 main:574] : INFO : Epoch 522 | loss: 0.0311203 | val_loss: 0.031159 | Time: 1663.32 ms [2020-12-22 06:18:54 main:574] : INFO : Epoch 523 | loss: 0.0311203 | val_loss: 0.0311612 | Time: 1731.58 ms [2020-12-22 06:18:56 main:574] : INFO : Epoch 524 | loss: 0.0311234 | val_loss: 0.0311594 | Time: 1744 ms [2020-12-22 06:18:57 main:574] : INFO : Epoch 525 | loss: 0.0311241 | val_loss: 0.031157 | Time: 1764.43 ms [2020-12-22 06:18:59 main:574] : INFO : Epoch 526 | loss: 0.0311222 | val_loss: 0.03116 | Time: 1700.17 ms [2020-12-22 06:19:01 main:574] : INFO : Epoch 527 | loss: 0.0311233 | val_loss: 0.0311644 | Time: 1705.47 ms [2020-12-22 06:19:03 main:574] : INFO : Epoch 528 | loss: 0.0311232 | val_loss: 0.0311627 | Time: 1637.76 ms [2020-12-22 06:19:04 main:574] : INFO : Epoch 529 | loss: 0.0311239 | val_loss: 0.0311657 | Time: 1711.37 ms [2020-12-22 06:19:06 main:574] : INFO : Epoch 530 | loss: 0.0311253 | val_loss: 0.0311668 | Time: 1724.84 ms [2020-12-22 06:19:08 main:574] : INFO : Epoch 531 | loss: 0.0311284 | val_loss: 0.0311633 | Time: 1703.84 ms [2020-12-22 06:19:10 main:574] : INFO : Epoch 532 | loss: 0.0311275 | val_loss: 0.0311652 | Time: 1687.95 ms [2020-12-22 06:19:11 main:574] : INFO : Epoch 533 | loss: 0.031126 | val_loss: 0.0311651 | Time: 1721.35 ms [2020-12-22 06:19:13 main:574] : INFO : Epoch 534 | loss: 0.0311257 | val_loss: 0.0311598 | Time: 1686.71 ms [2020-12-22 06:19:15 main:574] : INFO : Epoch 535 | loss: 0.031125 | val_loss: 0.031162 | Time: 1742.78 ms [2020-12-22 06:19:17 main:574] : INFO : Epoch 536 | loss: 0.0311259 | val_loss: 0.0311651 | Time: 1710.3 ms [2020-12-22 06:19:18 main:574] : INFO : Epoch 537 | loss: 0.0311255 | val_loss: 0.0311573 | Time: 1694.75 ms [2020-12-22 06:19:20 main:574] : INFO : Epoch 538 | loss: 0.0311273 | val_loss: 0.0311626 | Time: 1703.28 ms [2020-12-22 06:19:22 main:574] : INFO : Epoch 539 | loss: 0.0311272 | val_loss: 0.0311596 | Time: 1675.19 ms [2020-12-22 06:19:24 main:574] : INFO : Epoch 540 | loss: 0.0311255 | val_loss: 0.0311589 | Time: 1691.22 ms [2020-12-22 06:19:25 main:574] : INFO : Epoch 541 | loss: 0.0311247 | val_loss: 0.0311606 | Time: 1742.84 ms [2020-12-22 06:19:27 main:574] : INFO : Epoch 542 | loss: 0.0311263 | val_loss: 0.03116 | Time: 1786.74 ms [2020-12-22 06:19:29 main:574] : INFO : Epoch 543 | loss: 0.0311256 | val_loss: 0.0311626 | Time: 1725.2 ms [2020-12-22 06:19:31 main:574] : INFO : Epoch 544 | loss: 0.0311352 | val_loss: 0.0311568 | Time: 1678.81 ms [2020-12-22 06:19:32 main:574] : INFO : Epoch 545 | loss: 0.0311351 | val_loss: 0.0311555 | Time: 1695.71 ms [2020-12-22 06:19:34 main:574] : INFO : Epoch 546 | loss: 0.0311317 | val_loss: 0.0311592 | Time: 1721.2 ms [2020-12-22 06:19:36 main:574] : INFO : Epoch 547 | loss: 0.03113 | val_loss: 0.0311579 | Time: 1682.58 ms [2020-12-22 06:19:38 main:574] : INFO : Epoch 548 | loss: 0.0311277 | val_loss: 0.0311573 | Time: 1700.84 ms [2020-12-22 06:19:39 main:574] : INFO : Epoch 549 | loss: 0.0311276 | val_loss: 0.0311536 | Time: 1729.82 ms [2020-12-22 06:19:41 main:574] : INFO : Epoch 550 | loss: 0.0311258 | val_loss: 0.0311571 | Time: 1700.17 ms [2020-12-22 06:19:43 main:574] : INFO : Epoch 551 | loss: 0.0311291 | val_loss: 0.0311539 | Time: 1678.22 ms [2020-12-22 06:19:45 main:574] : INFO : Epoch 552 | loss: 0.0311276 | val_loss: 0.031154 | Time: 1721.79 ms [2020-12-22 06:19:46 main:574] : INFO : Epoch 553 | loss: 0.0311252 | val_loss: 0.0311566 | Time: 1709.86 ms [2020-12-22 06:19:48 main:574] : INFO : Epoch 554 | loss: 0.0311251 | val_loss: 0.031156 | Time: 1739.05 ms [2020-12-22 06:19:50 main:574] : INFO : Epoch 555 | loss: 0.0311262 | val_loss: 0.0311519 | Time: 1720.81 ms [2020-12-22 06:19:52 main:574] : INFO : Epoch 556 | loss: 0.031127 | val_loss: 0.0311567 | Time: 1667.08 ms [2020-12-22 06:19:53 main:574] : INFO : Epoch 557 | loss: 0.0311265 | val_loss: 0.0311535 | Time: 1716.31 ms [2020-12-22 06:19:55 main:574] : INFO : Epoch 558 | loss: 0.031126 | val_loss: 0.0311546 | Time: 1703.62 ms [2020-12-22 06:19:57 main:574] : INFO : Epoch 559 | loss: 0.0311247 | val_loss: 0.0311537 | Time: 1725.82 ms [2020-12-22 06:19:59 main:574] : INFO : Epoch 560 | loss: 0.0311246 | val_loss: 0.0311543 | Time: 1686.87 ms [2020-12-22 06:20:01 main:574] : INFO : Epoch 561 | loss: 0.0311245 | val_loss: 0.0311533 | Time: 1776.92 ms [2020-12-22 06:20:02 main:574] : INFO : Epoch 562 | loss: 0.0311248 | val_loss: 0.0311532 | Time: 1661.49 ms [2020-12-22 06:20:04 main:574] : INFO : Epoch 563 | loss: 0.0311245 | val_loss: 0.0311537 | Time: 1731.61 ms [2020-12-22 06:20:06 main:574] : INFO : Epoch 564 | loss: 0.0311238 | val_loss: 0.0311535 | Time: 1685.83 ms [2020-12-22 06:20:07 main:574] : INFO : Epoch 565 | loss: 0.0311241 | val_loss: 0.0311559 | Time: 1707.75 ms [2020-12-22 06:20:09 main:574] : INFO : Epoch 566 | loss: 0.0311244 | val_loss: 0.0311553 | Time: 1706.74 ms [2020-12-22 06:20:11 main:574] : INFO : Epoch 567 | loss: 0.0311261 | val_loss: 0.0311545 | Time: 1742.68 ms [2020-12-22 06:20:13 main:574] : INFO : Epoch 568 | loss: 0.0311249 | val_loss: 0.0311546 | Time: 1665.28 ms [2020-12-22 06:20:14 main:574] : INFO : Epoch 569 | loss: 0.0311234 | val_loss: 0.0311525 | Time: 1730.38 ms [2020-12-22 06:20:16 main:574] : INFO : Epoch 570 | loss: 0.0311228 | val_loss: 0.0311531 | Time: 1692.71 ms [2020-12-22 06:20:18 main:574] : INFO : Epoch 571 | loss: 0.0311246 | val_loss: 0.031153 | Time: 1700.41 ms [2020-12-22 06:20:20 main:574] : INFO : Epoch 572 | loss: 0.0311291 | val_loss: 0.0311541 | Time: 1729.43 ms [2020-12-22 06:20:21 main:574] : INFO : Epoch 573 | loss: 0.0311289 | val_loss: 0.0311537 | Time: 1707.34 ms [2020-12-22 06:20:23 main:574] : INFO : Epoch 574 | loss: 0.0311264 | val_loss: 0.0311514 | Time: 1662.46 ms [2020-12-22 06:20:25 main:574] : INFO : Epoch 575 | loss: 0.031124 | val_loss: 0.0311548 | Time: 1734.3 ms [2020-12-22 06:20:27 main:574] : INFO : Epoch 576 | loss: 0.0311234 | val_loss: 0.031156 | Time: 1684.71 ms [2020-12-22 06:20:28 main:574] : INFO : Epoch 577 | loss: 0.0311268 | val_loss: 0.0311515 | Time: 1730.06 ms [2020-12-22 06:20:30 main:574] : INFO : Epoch 578 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 1724.53 ms [2020-12-22 06:20:32 main:574] : INFO : Epoch 579 | loss: 0.0311308 | val_loss: 0.0311555 | Time: 1668.35 ms [2020-12-22 06:20:34 main:574] : INFO : Epoch 580 | loss: 0.031132 | val_loss: 0.031152 | Time: 1738.37 ms [2020-12-22 06:20:35 main:574] : INFO : Epoch 581 | loss: 0.0311292 | val_loss: 0.031152 | Time: 1721.62 ms [2020-12-22 06:20:37 main:574] : INFO : Epoch 582 | loss: 0.0311269 | val_loss: 0.0311508 | Time: 1721.64 ms [2020-12-22 06:20:39 main:574] : INFO : Epoch 583 | loss: 0.0311252 | val_loss: 0.0311595 | Time: 1779.29 ms [2020-12-22 06:20:41 main:574] : INFO : Epoch 584 | loss: 0.0311296 | val_loss: 0.0311585 | Time: 1738.14 ms [2020-12-22 06:20:43 main:574] : INFO : Epoch 585 | loss: 0.0311292 | val_loss: 0.0311522 | Time: 1643.14 ms [2020-12-22 06:20:44 main:574] : INFO : Epoch 586 | loss: 0.0311256 | val_loss: 0.0311555 | Time: 1729.78 ms [2020-12-22 06:20:46 main:574] : INFO : Epoch 587 | loss: 0.0311211 | val_loss: 0.0311515 | Time: 1751.21 ms [2020-12-22 06:20:48 main:574] : INFO : Epoch 588 | loss: 0.0311201 | val_loss: 0.0311522 | Time: 1715.52 ms [2020-12-22 06:20:50 main:574] : INFO : Epoch 589 | loss: 0.031119 | val_loss: 0.031155 | Time: 1674.33 ms [2020-12-22 06:20:51 main:574] : INFO : Epoch 590 | loss: 0.031119 | val_loss: 0.0311532 | Time: 1696.59 ms [2020-12-22 06:20:53 main:574] : INFO : Epoch 591 | loss: 0.0311186 | val_loss: 0.0311571 | Time: 1664.95 ms [2020-12-22 06:20:55 main:574] : INFO : Epoch 592 | loss: 0.0311172 | val_loss: 0.0311564 | Time: 1693.11 ms [2020-12-22 06:20:57 main:574] : INFO : Epoch 593 | loss: 0.0311169 | val_loss: 0.0311544 | Time: 1714.01 ms [2020-12-22 06:20:58 main:574] : INFO : Epoch 594 | loss: 0.0311159 | val_loss: 0.0311543 | Time: 1723.66 ms [2020-12-22 06:21:00 main:574] : INFO : Epoch 595 | loss: 0.0311153 | val_loss: 0.0311552 | Time: 1694.93 ms [2020-12-22 06:21:02 main:574] : INFO : Epoch 596 | loss: 0.0311154 | val_loss: 0.0311557 | Time: 1678.6 ms [2020-12-22 06:21:03 main:574] : INFO : Epoch 597 | loss: 0.0311179 | val_loss: 0.0311509 | Time: 1670.12 ms [2020-12-22 06:21:05 main:574] : INFO : Epoch 598 | loss: 0.0311184 | val_loss: 0.0311576 | Time: 1717.16 ms [2020-12-22 06:21:07 main:574] : INFO : Epoch 599 | loss: 0.031118 | val_loss: 0.0311602 | Time: 1715.99 ms [2020-12-22 06:21:09 main:574] : INFO : Epoch 600 | loss: 0.031128 | val_loss: 0.0311515 | Time: 1718.84 ms [2020-12-22 06:21:10 main:574] : INFO : Epoch 601 | loss: 0.0311246 | val_loss: 0.0311549 | Time: 1697.28 ms [2020-12-22 06:21:12 main:574] : INFO : Epoch 602 | loss: 0.0311264 | val_loss: 0.0311543 | Time: 1665.98 ms [2020-12-22 06:21:14 main:574] : INFO : Epoch 603 | loss: 0.0311226 | val_loss: 0.0311564 | Time: 1680.62 ms [2020-12-22 06:21:16 main:574] : INFO : Epoch 604 | loss: 0.0311198 | val_loss: 0.0311556 | Time: 1724.74 ms [2020-12-22 06:21:17 main:574] : INFO : Epoch 605 | loss: 0.031119 | val_loss: 0.031155 | Time: 1686.06 ms [2020-12-22 06:21:19 main:574] : INFO : Epoch 606 | loss: 0.0311185 | val_loss: 0.0311572 | Time: 1730.39 ms [2020-12-22 06:21:21 main:574] : INFO : Epoch 607 | loss: 0.0311174 | val_loss: 0.0311566 | Time: 1737.81 ms [2020-12-22 06:21:23 main:574] : INFO : Epoch 608 | loss: 0.0311175 | val_loss: 0.0311567 | Time: 1713.14 ms [2020-12-22 06:21:24 main:574] : INFO : Epoch 609 | loss: 0.0311184 | val_loss: 0.0311545 | Time: 1739.47 ms [2020-12-22 06:21:26 main:574] : INFO : Epoch 610 | loss: 0.0311152 | val_loss: 0.0311541 | Time: 1678.49 ms [2020-12-22 06:21:28 main:574] : INFO : Epoch 611 | loss: 0.031115 | val_loss: 0.0311533 | Time: 1751.97 ms [2020-12-22 06:21:30 main:574] : INFO : Epoch 612 | loss: 0.0311154 | val_loss: 0.0311564 | Time: 1711.17 ms [2020-12-22 06:21:31 main:574] : INFO : Epoch 613 | loss: 0.0311173 | val_loss: 0.0311623 | Time: 1682.37 ms [2020-12-22 06:21:33 main:574] : INFO : Epoch 614 | loss: 0.0311175 | val_loss: 0.0311577 | Time: 1676.32 ms [2020-12-22 06:21:35 main:574] : INFO : Epoch 615 | loss: 0.0311154 | val_loss: 0.0311575 | Time: 1729.88 ms [2020-12-22 06:21:37 main:574] : INFO : Epoch 616 | loss: 0.0311148 | val_loss: 0.0311582 | Time: 1695.39 ms [2020-12-22 06:21:38 main:574] : INFO : Epoch 617 | loss: 0.0311175 | val_loss: 0.0311644 | Time: 1685.88 ms [2020-12-22 06:21:40 main:574] : INFO : Epoch 618 | loss: 0.0311223 | val_loss: 0.0311528 | Time: 1684.98 ms [2020-12-22 06:21:42 main:574] : INFO : Epoch 619 | loss: 0.0311302 | val_loss: 0.0311577 | Time: 1656.41 ms [2020-12-22 06:21:44 main:574] : INFO : Epoch 620 | loss: 0.0311366 | val_loss: 0.0311607 | Time: 1686.35 ms [2020-12-22 06:21:45 main:574] : INFO : Epoch 621 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 1708.4 ms [2020-12-22 06:21:47 main:574] : INFO : Epoch 622 | loss: 0.0311379 | val_loss: 0.0311554 | Time: 1692.7 ms [2020-12-22 06:21:49 main:574] : INFO : Epoch 623 | loss: 0.0311344 | val_loss: 0.031161 | Time: 1714.88 ms [2020-12-22 06:21:51 main:574] : INFO : Epoch 624 | loss: 0.0311337 | val_loss: 0.0311593 | Time: 1717.48 ms [2020-12-22 06:21:52 main:574] : INFO : Epoch 625 | loss: 0.0311327 | val_loss: 0.0311573 | Time: 1656.01 ms [2020-12-22 06:21:54 main:574] : INFO : Epoch 626 | loss: 0.0311294 | val_loss: 0.0311569 | Time: 1684.83 ms [2020-12-22 06:21:56 main:574] : INFO : Epoch 627 | loss: 0.0311281 | val_loss: 0.0311571 | Time: 1708.28 ms [2020-12-22 06:21:58 main:574] : INFO : Epoch 628 | loss: 0.0311257 | val_loss: 0.0311568 | Time: 1751.38 ms [2020-12-22 06:21:59 main:574] : INFO : Epoch 629 | loss: 0.0311265 | val_loss: 0.0311588 | Time: 1729.71 ms [2020-12-22 06:22:01 main:574] : INFO : Epoch 630 | loss: 0.0311255 | val_loss: 0.0311574 | Time: 1741.75 ms [2020-12-22 06:22:03 main:574] : INFO : Epoch 631 | loss: 0.0311261 | val_loss: 0.0311544 | Time: 1707.15 ms [2020-12-22 06:22:05 main:574] : INFO : Epoch 632 | loss: 0.0311265 | val_loss: 0.0311546 | Time: 1766.48 ms [2020-12-22 06:22:06 main:574] : INFO : Epoch 633 | loss: 0.0311253 | val_loss: 0.0311527 | Time: 1763.45 ms [2020-12-22 06:22:08 main:574] : INFO : Epoch 634 | loss: 0.031124 | val_loss: 0.031158 | Time: 1734.42 ms [2020-12-22 06:22:10 main:574] : INFO : Epoch 635 | loss: 0.0311243 | val_loss: 0.0311599 | Time: 1701.55 ms [2020-12-22 06:22:12 main:574] : INFO : Epoch 636 | loss: 0.0311232 | val_loss: 0.0311573 | Time: 1717.07 ms [2020-12-22 06:22:13 main:574] : INFO : Epoch 637 | loss: 0.031123 | val_loss: 0.0311579 | Time: 1667.04 ms [2020-12-22 06:22:15 main:574] : INFO : Epoch 638 | loss: 0.0311277 | val_loss: 0.0311581 | Time: 1692.91 ms [2020-12-22 06:22:17 main:574] : INFO : Epoch 639 | loss: 0.0311264 | val_loss: 0.0311562 | Time: 1703.15 ms [2020-12-22 06:22:19 main:574] : INFO : Epoch 640 | loss: 0.0311257 | val_loss: 0.031153 | Time: 1693.64 ms [2020-12-22 06:22:20 main:574] : INFO : Epoch 641 | loss: 0.0311263 | val_loss: 0.031154 | Time: 1713.72 ms [2020-12-22 06:22:22 main:574] : INFO : Epoch 642 | loss: 0.0311268 | val_loss: 0.0311561 | Time: 1667.48 ms [2020-12-22 06:22:24 main:574] : INFO : Epoch 643 | loss: 0.0311268 | val_loss: 0.0311585 | Time: 1710.2 ms [2020-12-22 06:22:26 main:574] : INFO : Epoch 644 | loss: 0.0311247 | val_loss: 0.0311615 | Time: 1799.36 ms [2020-12-22 06:22:28 main:574] : INFO : Epoch 645 | loss: 0.0311271 | val_loss: 0.0311603 | Time: 1740.24 ms [2020-12-22 06:22:29 main:574] : INFO : Epoch 646 | loss: 0.0311236 | val_loss: 0.0311592 | Time: 1744.96 ms [2020-12-22 06:22:31 main:574] : INFO : Epoch 647 | loss: 0.0311208 | val_loss: 0.0311592 | Time: 1716.42 ms [2020-12-22 06:22:33 main:574] : INFO : Epoch 648 | loss: 0.0311222 | val_loss: 0.0311601 | Time: 1684.43 ms [2020-12-22 06:22:35 main:574] : INFO : Epoch 649 | loss: 0.0311213 | val_loss: 0.0311576 | Time: 1749.5 ms [2020-12-22 06:22:36 main:574] : INFO : Epoch 650 | loss: 0.0311207 | val_loss: 0.0311543 | Time: 1722.95 ms [2020-12-22 06:22:38 main:574] : INFO : Epoch 651 | loss: 0.0311214 | val_loss: 0.0311554 | Time: 1691.69 ms [2020-12-22 06:22:40 main:574] : INFO : Epoch 652 | loss: 0.03112 | val_loss: 0.0311527 | Time: 1744.58 ms [2020-12-22 06:22:42 main:574] : INFO : Epoch 653 | loss: 0.0311196 | val_loss: 0.0311541 | Time: 1672.69 ms [2020-12-22 06:22:43 main:574] : INFO : Epoch 654 | loss: 0.0311198 | val_loss: 0.0311541 | Time: 1693.5 ms [2020-12-22 06:22:45 main:574] : INFO : Epoch 655 | loss: 0.0311176 | val_loss: 0.0311547 | Time: 1734.64 ms [2020-12-22 06:22:47 main:574] : INFO : Epoch 656 | loss: 0.0311181 | val_loss: 0.0311532 | Time: 1724.93 ms [2020-12-22 06:22:49 main:574] : INFO : Epoch 657 | loss: 0.0311185 | val_loss: 0.0311564 | Time: 1723.82 ms [2020-12-22 06:22:50 main:574] : INFO : Epoch 658 | loss: 0.0311227 | val_loss: 0.0311551 | Time: 1736.46 ms [2020-12-22 06:22:52 main:574] : INFO : Epoch 659 | loss: 0.0311211 | val_loss: 0.0311551 | Time: 1661.13 ms [2020-12-22 06:22:54 main:574] : INFO : Epoch 660 | loss: 0.03112 | val_loss: 0.0311496 | Time: 1726.42 ms [2020-12-22 06:22:56 main:574] : INFO : Epoch 661 | loss: 0.03112 | val_loss: 0.0311543 | Time: 1731.5 ms [2020-12-22 06:22:58 main:574] : INFO : Epoch 662 | loss: 0.0311196 | val_loss: 0.0311516 | Time: 1735.22 ms [2020-12-22 06:22:59 main:574] : INFO : Epoch 663 | loss: 0.0311211 | val_loss: 0.0311556 | Time: 1712.4 ms [2020-12-22 06:23:01 main:574] : INFO : Epoch 664 | loss: 0.0311218 | val_loss: 0.0311514 | Time: 1759.79 ms [2020-12-22 06:23:03 main:574] : INFO : Epoch 665 | loss: 0.0311202 | val_loss: 0.0311498 | Time: 1659.62 ms [2020-12-22 06:23:05 main:574] : INFO : Epoch 666 | loss: 0.0311191 | val_loss: 0.03115 | Time: 1703.23 ms [2020-12-22 06:23:06 main:574] : INFO : Epoch 667 | loss: 0.0311248 | val_loss: 0.031149 | Time: 1752.25 ms [2020-12-22 06:23:08 main:574] : INFO : Epoch 668 | loss: 0.0311236 | val_loss: 0.0311454 | Time: 1694.05 ms [2020-12-22 06:23:10 main:574] : INFO : Epoch 669 | loss: 0.0311218 | val_loss: 0.0311489 | Time: 1679.58 ms [2020-12-22 06:23:12 main:574] : INFO : Epoch 670 | loss: 0.0311214 | val_loss: 0.0311508 | Time: 1700.68 ms [2020-12-22 06:23:13 main:574] : INFO : Epoch 671 | loss: 0.0311207 | val_loss: 0.0311509 | Time: 1644.33 ms [2020-12-22 06:23:15 main:574] : INFO : Epoch 672 | loss: 0.0311227 | val_loss: 0.0311537 | Time: 1680.06 ms [2020-12-22 06:23:17 main:574] : INFO : Epoch 673 | loss: 0.0311226 | val_loss: 0.0311514 | Time: 1710.48 ms [2020-12-22 06:23:18 main:574] : INFO : Epoch 674 | loss: 0.0311198 | val_loss: 0.0311537 | Time: 1700.58 ms [2020-12-22 06:23:20 main:574] : INFO : Epoch 675 | loss: 0.0311202 | val_loss: 0.031156 | Time: 1714.14 ms [2020-12-22 06:23:22 main:574] : INFO : Epoch 676 | loss: 0.0311219 | val_loss: 0.0311543 | Time: 1657.07 ms [2020-12-22 06:23:24 main:574] : INFO : Epoch 677 | loss: 0.0311235 | val_loss: 0.0311522 | Time: 1694.96 ms [2020-12-22 06:23:25 main:574] : INFO : Epoch 678 | loss: 0.0311222 | val_loss: 0.0311538 | Time: 1694.76 ms [2020-12-22 06:23:27 main:574] : INFO : Epoch 679 | loss: 0.0311218 | val_loss: 0.0311547 | Time: 1706.33 ms [2020-12-22 06:23:29 main:574] : INFO : Epoch 680 | loss: 0.0311228 | val_loss: 0.0311542 | Time: 1694.39 ms [2020-12-22 06:23:31 main:574] : INFO : Epoch 681 | loss: 0.0311221 | val_loss: 0.0311543 | Time: 1741.16 ms [2020-12-22 06:23:32 main:574] : INFO : Epoch 682 | loss: 0.031119 | val_loss: 0.0311543 | Time: 1688.24 ms [2020-12-22 06:23:34 main:574] : INFO : Epoch 683 | loss: 0.0311163 | val_loss: 0.0311542 | Time: 1687.82 ms [2020-12-22 06:23:36 main:574] : INFO : Epoch 684 | loss: 0.0311193 | val_loss: 0.0311546 | Time: 1723.82 ms [2020-12-22 06:23:38 main:574] : INFO : Epoch 685 | loss: 0.0311193 | val_loss: 0.0311527 | Time: 1720.38 ms [2020-12-22 06:23:39 main:574] : INFO : Epoch 686 | loss: 0.0311196 | val_loss: 0.0311547 | Time: 1702.49 ms [2020-12-22 06:23:41 main:574] : INFO : Epoch 687 | loss: 0.0311198 | val_loss: 0.0311544 | Time: 1745.43 ms [2020-12-22 06:23:43 main:574] : INFO : Epoch 688 | loss: 0.031121 | val_loss: 0.0311501 | Time: 1681.4 ms [2020-12-22 06:23:45 main:574] : INFO : Epoch 689 | loss: 0.0311286 | val_loss: 0.0311568 | Time: 1719.44 ms [2020-12-22 06:23:46 main:574] : INFO : Epoch 690 | loss: 0.03113 | val_loss: 0.0311527 | Time: 1749.36 ms [2020-12-22 06:23:48 main:574] : INFO : Epoch 691 | loss: 0.0311321 | val_loss: 0.0311526 | Time: 1750.17 ms [2020-12-22 06:23:50 main:574] : INFO : Epoch 692 | loss: 0.0311266 | val_loss: 0.0311485 | Time: 1746.01 ms [2020-12-22 06:23:52 main:574] : INFO : Epoch 693 | loss: 0.0311243 | val_loss: 0.0311468 | Time: 1722.71 ms [2020-12-22 06:23:54 main:574] : INFO : Epoch 694 | loss: 0.0311232 | val_loss: 0.031149 | Time: 1668.45 ms [2020-12-22 06:23:55 main:574] : INFO : Epoch 695 | loss: 0.0311239 | val_loss: 0.0311508 | Time: 1689.09 ms [2020-12-22 06:23:57 main:574] : INFO : Epoch 696 | loss: 0.0311258 | val_loss: 0.0311517 | Time: 1757.9 ms [2020-12-22 06:23:59 main:574] : INFO : Epoch 697 | loss: 0.0311299 | val_loss: 0.0311537 | Time: 1717.51 ms [2020-12-22 06:24:01 main:574] : INFO : Epoch 698 | loss: 0.031127 | val_loss: 0.0311567 | Time: 1732.53 ms [2020-12-22 06:24:02 main:574] : INFO : Epoch 699 | loss: 0.0311254 | val_loss: 0.0311556 | Time: 1646.69 ms [2020-12-22 06:24:04 main:574] : INFO : Epoch 700 | loss: 0.0311251 | val_loss: 0.0311535 | Time: 1710.19 ms [2020-12-22 06:24:06 main:574] : INFO : Epoch 701 | loss: 0.0311273 | val_loss: 0.0311543 | Time: 1721.27 ms [2020-12-22 06:24:08 main:574] : INFO : Epoch 702 | loss: 0.0311272 | val_loss: 0.0311536 | Time: 1724.84 ms [2020-12-22 06:24:09 main:574] : INFO : Epoch 703 | loss: 0.0311284 | val_loss: 0.0311511 | Time: 1702.59 ms [2020-12-22 06:24:11 main:574] : INFO : Epoch 704 | loss: 0.0311247 | val_loss: 0.031154 | Time: 1729.22 ms [2020-12-22 06:24:13 main:574] : INFO : Epoch 705 | loss: 0.0311241 | val_loss: 0.0311517 | Time: 1698.69 ms [2020-12-22 06:24:15 main:574] : INFO : Epoch 706 | loss: 0.0311258 | val_loss: 0.0311504 | Time: 1695.66 ms [2020-12-22 06:24:16 main:574] : INFO : Epoch 707 | loss: 0.0311221 | val_loss: 0.0311523 | Time: 1716.03 ms [2020-12-22 06:24:18 main:574] : INFO : Epoch 708 | loss: 0.0311225 | val_loss: 0.0311531 | Time: 1674.68 ms [2020-12-22 06:24:20 main:574] : INFO : Epoch 709 | loss: 0.0311196 | val_loss: 0.0311501 | Time: 1711.9 ms [2020-12-22 06:24:21 main:574] : INFO : Epoch 710 | loss: 0.0311204 | val_loss: 0.0311493 | Time: 1685.93 ms [2020-12-22 06:24:23 main:574] : INFO : Epoch 711 | loss: 0.0311195 | val_loss: 0.0311506 | Time: 1672.1 ms [2020-12-22 06:24:25 main:574] : INFO : Epoch 712 | loss: 0.0311182 | val_loss: 0.0311524 | Time: 1714.11 ms [2020-12-22 06:24:27 main:574] : INFO : Epoch 713 | loss: 0.0311166 | val_loss: 0.0311526 | Time: 1687.93 ms [2020-12-22 06:24:28 main:574] : INFO : Epoch 714 | loss: 0.0311168 | val_loss: 0.0311515 | Time: 1710.86 ms [2020-12-22 06:24:30 main:574] : INFO : Epoch 715 | loss: 0.0311168 | val_loss: 0.0311539 | Time: 1731.03 ms [2020-12-22 06:24:32 main:574] : INFO : Epoch 716 | loss: 0.0311159 | val_loss: 0.0311507 | Time: 1674.34 ms [2020-12-22 06:24:34 main:574] : INFO : Epoch 717 | loss: 0.0311165 | val_loss: 0.0311536 | Time: 1692.51 ms [2020-12-22 06:24:35 main:574] : INFO : Epoch 718 | loss: 0.0311149 | val_loss: 0.0311534 | Time: 1683.89 ms [2020-12-22 06:24:37 main:574] : INFO : Epoch 719 | loss: 0.0311181 | val_loss: 0.0311542 | Time: 1762.17 ms [2020-12-22 06:24:39 main:574] : INFO : Epoch 720 | loss: 0.0311181 | val_loss: 0.0311536 | Time: 1729.99 ms [2020-12-22 06:24:41 main:574] : INFO : Epoch 721 | loss: 0.0311196 | val_loss: 0.0311523 | Time: 1756.68 ms [2020-12-22 06:24:42 main:574] : INFO : Epoch 722 | loss: 0.031121 | val_loss: 0.0311504 | Time: 1648.57 ms [2020-12-22 06:24:44 main:574] : INFO : Epoch 723 | loss: 0.0311201 | val_loss: 0.0311513 | Time: 1700.41 ms [2020-12-22 06:24:46 main:574] : INFO : Epoch 724 | loss: 0.0311202 | val_loss: 0.0311505 | Time: 1698.51 ms [2020-12-22 06:24:48 main:574] : INFO : Epoch 725 | loss: 0.0311198 | val_loss: 0.0311497 | Time: 1720.02 ms [2020-12-22 06:24:49 main:574] : INFO : Epoch 726 | loss: 0.0311194 | val_loss: 0.0311504 | Time: 1695.14 ms [2020-12-22 06:24:51 main:574] : INFO : Epoch 727 | loss: 0.0311199 | val_loss: 0.0311522 | Time: 1719.99 ms [2020-12-22 06:24:53 main:574] : INFO : Epoch 728 | loss: 0.0311205 | val_loss: 0.0311526 | Time: 1658.88 ms [2020-12-22 06:24:55 main:574] : INFO : Epoch 729 | loss: 0.0311183 | val_loss: 0.0311493 | Time: 1711.08 ms [2020-12-22 06:24:56 main:574] : INFO : Epoch 730 | loss: 0.0311208 | val_loss: 0.0311488 | Time: 1678.48 ms [2020-12-22 06:24:58 main:574] : INFO : Epoch 731 | loss: 0.0311241 | val_loss: 0.0311511 | Time: 1688.02 ms [2020-12-22 06:25:00 main:574] : INFO : Epoch 732 | loss: 0.0311255 | val_loss: 0.0311515 | Time: 1683.75 ms [2020-12-22 06:25:02 main:574] : INFO : Epoch 733 | loss: 0.031123 | val_loss: 0.0311503 | Time: 1671.25 ms [2020-12-22 06:25:03 main:574] : INFO : Epoch 734 | loss: 0.0311223 | val_loss: 0.0311466 | Time: 1646.19 ms [2020-12-22 06:25:05 main:574] : INFO : Epoch 735 | loss: 0.031123 | val_loss: 0.0311498 | Time: 1732.48 ms [2020-12-22 06:25:07 main:574] : INFO : Epoch 736 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 1717.89 ms [2020-12-22 06:25:09 main:574] : INFO : Epoch 737 | loss: 0.0311234 | val_loss: 0.031149 | Time: 1713.63 ms [2020-12-22 06:25:10 main:574] : INFO : Epoch 738 | loss: 0.0311236 | val_loss: 0.0311506 | Time: 1715.12 ms [2020-12-22 06:25:12 main:574] : INFO : Epoch 739 | loss: 0.0311216 | val_loss: 0.0311522 | Time: 1680.79 ms [2020-12-22 06:25:14 main:574] : INFO : Epoch 740 | loss: 0.0311216 | val_loss: 0.0311491 | Time: 1709.28 ms [2020-12-22 06:25:16 main:574] : INFO : Epoch 741 | loss: 0.0311196 | val_loss: 0.0311501 | Time: 1719.86 ms [2020-12-22 06:25:17 main:574] : INFO : Epoch 742 | loss: 0.0311215 | val_loss: 0.0311512 | Time: 1688.51 ms [2020-12-22 06:25:19 main:574] : INFO : Epoch 743 | loss: 0.0311329 | val_loss: 0.0311524 | Time: 1729.24 ms [2020-12-22 06:25:21 main:574] : INFO : Epoch 744 | loss: 0.0311311 | val_loss: 0.0311535 | Time: 1705.42 ms [2020-12-22 06:25:22 main:574] : INFO : Epoch 745 | loss: 0.0311284 | val_loss: 0.0311517 | Time: 1655.21 ms [2020-12-22 06:25:24 main:574] : INFO : Epoch 746 | loss: 0.0311261 | val_loss: 0.031152 | Time: 1701.71 ms [2020-12-22 06:25:26 main:574] : INFO : Epoch 747 | loss: 0.0311277 | val_loss: 0.0311542 | Time: 1714.58 ms [2020-12-22 06:25:28 main:574] : INFO : Epoch 748 | loss: 0.0311262 | val_loss: 0.0311535 | Time: 1758.53 ms [2020-12-22 06:25:29 main:574] : INFO : Epoch 749 | loss: 0.0311259 | val_loss: 0.0311534 | Time: 1673.03 ms [2020-12-22 06:25:31 main:574] : INFO : Epoch 750 | loss: 0.0311268 | val_loss: 0.031152 | Time: 1728.8 ms [2020-12-22 06:25:33 main:574] : INFO : Epoch 751 | loss: 0.031128 | val_loss: 0.031154 | Time: 1667.88 ms [2020-12-22 06:25:35 main:574] : INFO : Epoch 752 | loss: 0.031127 | val_loss: 0.0311562 | Time: 1680.12 ms [2020-12-22 06:25:36 main:574] : INFO : Epoch 753 | loss: 0.0311315 | val_loss: 0.0311573 | Time: 1729.29 ms [2020-12-22 06:25:38 main:574] : INFO : Epoch 754 | loss: 0.0311299 | val_loss: 0.0311547 | Time: 1729.67 ms [2020-12-22 06:25:40 main:574] : INFO : Epoch 755 | loss: 0.0311315 | val_loss: 0.0311547 | Time: 1716.52 ms [2020-12-22 06:25:42 main:574] : INFO : Epoch 756 | loss: 0.0311295 | val_loss: 0.0311558 | Time: 1714.31 ms [2020-12-22 06:25:44 main:574] : INFO : Epoch 757 | loss: 0.0311293 | val_loss: 0.0311561 | Time: 1731.66 ms [2020-12-22 06:25:45 main:574] : INFO : Epoch 758 | loss: 0.0311273 | val_loss: 0.0311558 | Time: 1742.97 ms [2020-12-22 06:25:47 main:574] : INFO : Epoch 759 | loss: 0.0311251 | val_loss: 0.0311583 | Time: 1741.34 ms [2020-12-22 06:25:49 main:574] : INFO : Epoch 760 | loss: 0.0311249 | val_loss: 0.0311532 | Time: 1764.84 ms [2020-12-22 06:25:51 main:574] : INFO : Epoch 761 | loss: 0.0311238 | val_loss: 0.0311508 | Time: 1739.57 ms [2020-12-22 06:25:52 main:574] : INFO : Epoch 762 | loss: 0.0311234 | val_loss: 0.0311533 | Time: 1656.04 ms [2020-12-22 06:25:54 main:574] : INFO : Epoch 763 | loss: 0.0311274 | val_loss: 0.031149 | Time: 1728.88 ms [2020-12-22 06:25:56 main:574] : INFO : Epoch 764 | loss: 0.031124 | val_loss: 0.0311536 | Time: 1697.91 ms [2020-12-22 06:25:58 main:574] : INFO : Epoch 765 | loss: 0.0311202 | val_loss: 0.0311519 | Time: 1690.78 ms [2020-12-22 06:25:59 main:574] : INFO : Epoch 766 | loss: 0.0311205 | val_loss: 0.0311518 | Time: 1723.83 ms [2020-12-22 06:26:01 main:574] : INFO : Epoch 767 | loss: 0.0311233 | val_loss: 0.0311499 | Time: 1709.74 ms [2020-12-22 06:26:03 main:574] : INFO : Epoch 768 | loss: 0.0311224 | val_loss: 0.0311491 | Time: 1661.61 ms [2020-12-22 06:26:05 main:574] : INFO : Epoch 769 | loss: 0.0311213 | val_loss: 0.0311508 | Time: 1743.23 ms [2020-12-22 06:26:06 main:574] : INFO : Epoch 770 | loss: 0.0311197 | val_loss: 0.031151 | Time: 1714.65 ms [2020-12-22 06:26:08 main:574] : INFO : Epoch 771 | loss: 0.0311208 | val_loss: 0.0311502 | Time: 1687.62 ms [2020-12-22 06:26:10 main:574] : INFO : Epoch 772 | loss: 0.0311183 | val_loss: 0.0311487 | Time: 1689.48 ms [2020-12-22 06:26:12 main:574] : INFO : Epoch 773 | loss: 0.0311173 | val_loss: 0.0311497 | Time: 1700.16 ms [2020-12-22 06:26:13 main:574] : INFO : Epoch 774 | loss: 0.0311181 | val_loss: 0.0311489 | Time: 1687.2 ms [2020-12-22 06:26:15 main:574] : INFO : Epoch 775 | loss: 0.0311183 | val_loss: 0.0311511 | Time: 1726.97 ms [2020-12-22 06:26:17 main:574] : INFO : Epoch 776 | loss: 0.0311193 | val_loss: 0.0311501 | Time: 1693.6 ms [2020-12-22 06:26:19 main:574] : INFO : Epoch 777 | loss: 0.0311205 | val_loss: 0.0311468 | Time: 1669.89 ms [2020-12-22 06:26:20 main:574] : INFO : Epoch 778 | loss: 0.0311208 | val_loss: 0.0311493 | Time: 1752.68 ms [2020-12-22 06:26:22 main:574] : INFO : Epoch 779 | loss: 0.0311218 | val_loss: 0.0311525 | Time: 1656.07 ms [2020-12-22 06:26:24 main:574] : INFO : Epoch 780 | loss: 0.0311247 | val_loss: 0.0311512 | Time: 1722.5 ms [2020-12-22 06:26:26 main:574] : INFO : Epoch 781 | loss: 0.0311255 | val_loss: 0.0311531 | Time: 1739.41 ms [2020-12-22 06:26:27 main:574] : INFO : Epoch 782 | loss: 0.0311249 | val_loss: 0.031148 | Time: 1730.95 ms [2020-12-22 06:26:29 main:574] : INFO : Epoch 783 | loss: 0.0311283 | val_loss: 0.0311548 | Time: 1726.1 ms [2020-12-22 06:26:31 main:574] : INFO : Epoch 784 | loss: 0.0311296 | val_loss: 0.0311513 | Time: 1730.4 ms [2020-12-22 06:26:33 main:574] : INFO : Epoch 785 | loss: 0.0311283 | val_loss: 0.03115 | Time: 1693.9 ms [2020-12-22 06:26:34 main:574] : INFO : Epoch 786 | loss: 0.0311253 | val_loss: 0.0311502 | Time: 1718.72 ms [2020-12-22 06:26:36 main:574] : INFO : Epoch 787 | loss: 0.0311246 | val_loss: 0.0311507 | Time: 1730.1 ms [2020-12-22 06:26:38 main:574] : INFO : Epoch 788 | loss: 0.0311231 | val_loss: 0.031152 | Time: 1748.25 ms [2020-12-22 06:26:40 main:574] : INFO : Epoch 789 | loss: 0.0311228 | val_loss: 0.0311474 | Time: 1743.32 ms [2020-12-22 06:26:42 main:574] : INFO : Epoch 790 | loss: 0.031121 | val_loss: 0.0311478 | Time: 1684.33 ms [2020-12-22 06:26:43 main:574] : INFO : Epoch 791 | loss: 0.0311198 | val_loss: 0.0311466 | Time: 1658.75 ms [2020-12-22 06:26:45 main:574] : INFO : Epoch 792 | loss: 0.0311219 | val_loss: 0.0311498 | Time: 1739.59 ms [2020-12-22 06:26:47 main:574] : INFO : Epoch 793 | loss: 0.0311259 | val_loss: 0.0311535 | Time: 1726.06 ms [2020-12-22 06:26:49 main:574] : INFO : Epoch 794 | loss: 0.0311235 | val_loss: 0.0311474 | Time: 1679.03 ms [2020-12-22 06:26:50 main:574] : INFO : Epoch 795 | loss: 0.0311238 | val_loss: 0.0311491 | Time: 1726.11 ms [2020-12-22 06:26:52 main:574] : INFO : Epoch 796 | loss: 0.0311256 | val_loss: 0.0311477 | Time: 1678.18 ms [2020-12-22 06:26:54 main:574] : INFO : Epoch 797 | loss: 0.0311234 | val_loss: 0.0311483 | Time: 1691.9 ms [2020-12-22 06:26:56 main:574] : INFO : Epoch 798 | loss: 0.0311229 | val_loss: 0.0311517 | Time: 1735.43 ms [2020-12-22 06:26:57 main:574] : INFO : Epoch 799 | loss: 0.0311208 | val_loss: 0.0311482 | Time: 1721.96 ms [2020-12-22 06:26:59 main:574] : INFO : Epoch 800 | loss: 0.0311213 | val_loss: 0.0311511 | Time: 1696.87 ms [2020-12-22 06:27:01 main:574] : INFO : Epoch 801 | loss: 0.0311221 | val_loss: 0.0311543 | Time: 1736.95 ms [2020-12-22 06:27:03 main:574] : INFO : Epoch 802 | loss: 0.0311205 | val_loss: 0.0311497 | Time: 1659.93 ms [2020-12-22 06:27:04 main:574] : INFO : Epoch 803 | loss: 0.03112 | val_loss: 0.0311553 | Time: 1674.2 ms [2020-12-22 06:27:06 main:574] : INFO : Epoch 804 | loss: 0.03112 | val_loss: 0.0311452 | Time: 1685.61 ms [2020-12-22 06:27:08 main:574] : INFO : Epoch 805 | loss: 0.0311184 | val_loss: 0.031147 | Time: 1745.41 ms [2020-12-22 06:27:09 main:574] : INFO : Epoch 806 | loss: 0.0311174 | val_loss: 0.0311492 | Time: 1720.89 ms [2020-12-22 06:27:11 main:574] : INFO : Epoch 807 | loss: 0.0311174 | val_loss: 0.0311506 | Time: 1710.6 ms [2020-12-22 06:27:13 main:574] : INFO : Epoch 808 | loss: 0.0311178 | val_loss: 0.0311551 | Time: 1683.41 ms [2020-12-22 06:27:15 main:574] : INFO : Epoch 809 | loss: 0.0311167 | val_loss: 0.0311505 | Time: 1740.21 ms [2020-12-22 06:27:17 main:574] : INFO : Epoch 810 | loss: 0.0311154 | val_loss: 0.0311524 | Time: 1735.14 ms [2020-12-22 06:27:18 main:574] : INFO : Epoch 811 | loss: 0.0311147 | val_loss: 0.0311493 | Time: 1695.8 ms [2020-12-22 06:27:20 main:574] : INFO : Epoch 812 | loss: 0.0311159 | val_loss: 0.0311496 | Time: 1671.8 ms [2020-12-22 06:27:22 main:574] : INFO : Epoch 813 | loss: 0.0311159 | val_loss: 0.0311526 | Time: 1656.16 ms [2020-12-22 06:27:23 main:574] : INFO : Epoch 814 | loss: 0.0311168 | val_loss: 0.0311529 | Time: 1686.44 ms [2020-12-22 06:27:25 main:574] : INFO : Epoch 815 | loss: 0.0311207 | val_loss: 0.0311508 | Time: 1781.63 ms [2020-12-22 06:27:27 main:574] : INFO : Epoch 816 | loss: 0.0311192 | val_loss: 0.0311494 | Time: 1711.09 ms [2020-12-22 06:27:29 main:574] : INFO : Epoch 817 | loss: 0.0311199 | val_loss: 0.0311609 | Time: 1754.65 ms [2020-12-22 06:27:31 main:574] : INFO : Epoch 818 | loss: 0.0311194 | val_loss: 0.03115 | Time: 1700.88 ms [2020-12-22 06:27:32 main:574] : INFO : Epoch 819 | loss: 0.0311215 | val_loss: 0.0311572 | Time: 1652.25 ms [2020-12-22 06:27:34 main:574] : INFO : Epoch 820 | loss: 0.0311223 | val_loss: 0.0311486 | Time: 1798.04 ms [2020-12-22 06:27:36 main:574] : INFO : Epoch 821 | loss: 0.0311203 | val_loss: 0.0311507 | Time: 1718.57 ms [2020-12-22 06:27:38 main:574] : INFO : Epoch 822 | loss: 0.0311204 | val_loss: 0.0311539 | Time: 1678.33 ms [2020-12-22 06:27:39 main:574] : INFO : Epoch 823 | loss: 0.03112 | val_loss: 0.0311502 | Time: 1672.95 ms [2020-12-22 06:27:41 main:574] : INFO : Epoch 824 | loss: 0.0311199 | val_loss: 0.0311491 | Time: 1712.92 ms [2020-12-22 06:27:43 main:574] : INFO : Epoch 825 | loss: 0.031121 | val_loss: 0.0311497 | Time: 1641.06 ms [2020-12-22 06:27:44 main:574] : INFO : Epoch 826 | loss: 0.0311232 | val_loss: 0.0311474 | Time: 1710.62 ms [2020-12-22 06:27:46 main:574] : INFO : Epoch 827 | loss: 0.0311235 | val_loss: 0.0311457 | Time: 1705.19 ms [2020-12-22 06:27:48 main:574] : INFO : Epoch 828 | loss: 0.0311265 | val_loss: 0.0311453 | Time: 1748.56 ms [2020-12-22 06:27:50 main:574] : INFO : Epoch 829 | loss: 0.031124 | val_loss: 0.0311472 | Time: 1745.91 ms [2020-12-22 06:27:52 main:574] : INFO : Epoch 830 | loss: 0.0311199 | val_loss: 0.0311505 | Time: 1704.07 ms [2020-12-22 06:27:53 main:574] : INFO : Epoch 831 | loss: 0.0311238 | val_loss: 0.0311492 | Time: 1694.99 ms [2020-12-22 06:27:55 main:574] : INFO : Epoch 832 | loss: 0.0311276 | val_loss: 0.0311521 | Time: 1737.88 ms [2020-12-22 06:27:57 main:574] : INFO : Epoch 833 | loss: 0.0311284 | val_loss: 0.0311502 | Time: 1722.65 ms [2020-12-22 06:27:59 main:574] : INFO : Epoch 834 | loss: 0.0311237 | val_loss: 0.0311508 | Time: 1742.14 ms [2020-12-22 06:28:00 main:574] : INFO : Epoch 835 | loss: 0.0311233 | val_loss: 0.031152 | Time: 1758.91 ms [2020-12-22 06:28:02 main:574] : INFO : Epoch 836 | loss: 0.0311218 | val_loss: 0.0311536 | Time: 1659.54 ms [2020-12-22 06:28:04 main:574] : INFO : Epoch 837 | loss: 0.031121 | val_loss: 0.0311526 | Time: 1710.21 ms [2020-12-22 06:28:06 main:574] : INFO : Epoch 838 | loss: 0.0311198 | val_loss: 0.0311513 | Time: 1708.35 ms [2020-12-22 06:28:07 main:574] : INFO : Epoch 839 | loss: 0.0311209 | val_loss: 0.0311505 | Time: 1697.55 ms [2020-12-22 06:28:09 main:574] : INFO : Epoch 840 | loss: 0.0311192 | val_loss: 0.0311522 | Time: 1718.87 ms [2020-12-22 06:28:11 main:574] : INFO : Epoch 841 | loss: 0.031119 | val_loss: 0.0311515 | Time: 1678.58 ms [2020-12-22 06:28:13 main:574] : INFO : Epoch 842 | loss: 0.0311191 | val_loss: 0.0311552 | Time: 1652.76 ms [2020-12-22 06:28:14 main:574] : INFO : Epoch 843 | loss: 0.0311187 | val_loss: 0.0311521 | Time: 1693.12 ms [2020-12-22 06:28:16 main:574] : INFO : Epoch 844 | loss: 0.0311209 | val_loss: 0.0311513 | Time: 1743.92 ms [2020-12-22 06:28:18 main:574] : INFO : Epoch 845 | loss: 0.0311212 | val_loss: 0.0311536 | Time: 1700.89 ms [2020-12-22 06:28:20 main:574] : INFO : Epoch 846 | loss: 0.0311222 | val_loss: 0.0311553 | Time: 1695.42 ms [2020-12-22 06:28:21 main:574] : INFO : Epoch 847 | loss: 0.0311198 | val_loss: 0.0311569 | Time: 1754 ms [2020-12-22 06:28:23 main:574] : INFO : Epoch 848 | loss: 0.031123 | val_loss: 0.0311566 | Time: 1669.84 ms [2020-12-22 06:28:25 main:574] : INFO : Epoch 849 | loss: 0.0311308 | val_loss: 0.0311525 | Time: 1756.54 ms [2020-12-22 06:28:27 main:574] : INFO : Epoch 850 | loss: 0.0311318 | val_loss: 0.0311511 | Time: 1706.94 ms [2020-12-22 06:28:28 main:574] : INFO : Epoch 851 | loss: 0.0311307 | val_loss: 0.0311487 | Time: 1732.06 ms [2020-12-22 06:28:30 main:574] : INFO : Epoch 852 | loss: 0.0311267 | val_loss: 0.0311505 | Time: 1705.44 ms [2020-12-22 06:28:32 main:574] : INFO : Epoch 853 | loss: 0.0311261 | val_loss: 0.0311496 | Time: 1687.33 ms [2020-12-22 06:28:34 main:574] : INFO : Epoch 854 | loss: 0.0311266 | val_loss: 0.0311509 | Time: 1681.9 ms [2020-12-22 06:28:35 main:574] : INFO : Epoch 855 | loss: 0.0311246 | val_loss: 0.0311542 | Time: 1695.46 ms [2020-12-22 06:28:37 main:574] : INFO : Epoch 856 | loss: 0.0311285 | val_loss: 0.031152 | Time: 1698.96 ms [2020-12-22 06:28:39 main:574] : INFO : Epoch 857 | loss: 0.0311308 | val_loss: 0.0311574 | Time: 1692.6 ms [2020-12-22 06:28:41 main:574] : INFO : Epoch 858 | loss: 0.0311322 | val_loss: 0.031156 | Time: 1721.62 ms [2020-12-22 06:28:42 main:574] : INFO : Epoch 859 | loss: 0.0311264 | val_loss: 0.0311539 | Time: 1668.29 ms [2020-12-22 06:28:44 main:574] : INFO : Epoch 860 | loss: 0.0311269 | val_loss: 0.0311544 | Time: 1718.83 ms [2020-12-22 06:28:46 main:574] : INFO : Epoch 861 | loss: 0.0311257 | val_loss: 0.0311519 | Time: 1739.81 ms [2020-12-22 06:28:48 main:574] : INFO : Epoch 862 | loss: 0.0311241 | val_loss: 0.0311525 | Time: 1707.36 ms [2020-12-22 06:28:49 main:574] : INFO : Epoch 863 | loss: 0.0311233 | val_loss: 0.0311544 | Time: 1705.7 ms [2020-12-22 06:28:51 main:574] : INFO : Epoch 864 | loss: 0.0311214 | val_loss: 0.0311515 | Time: 1688.45 ms [2020-12-22 06:28:53 main:574] : INFO : Epoch 865 | loss: 0.0311211 | val_loss: 0.0311562 | Time: 1670.69 ms [2020-12-22 06:28:55 main:574] : INFO : Epoch 866 | loss: 0.0311248 | val_loss: 0.0311627 | Time: 1702.58 ms [2020-12-22 06:28:56 main:574] : INFO : Epoch 867 | loss: 0.0311256 | val_loss: 0.031151 | Time: 1707.53 ms [2020-12-22 06:28:58 main:574] : INFO : Epoch 868 | loss: 0.0311265 | val_loss: 0.031156 | Time: 1746.81 ms [2020-12-22 06:29:00 main:574] : INFO : Epoch 869 | loss: 0.0311288 | val_loss: 0.0311537 | Time: 1707.29 ms [2020-12-22 06:29:02 main:574] : INFO : Epoch 870 | loss: 0.0311271 | val_loss: 0.0311555 | Time: 1673.29 ms [2020-12-22 06:29:03 main:574] : INFO : Epoch 871 | loss: 0.0311262 | val_loss: 0.0311581 | Time: 1736.92 ms [2020-12-22 06:29:05 main:574] : INFO : Epoch 872 | loss: 0.0311271 | val_loss: 0.0311563 | Time: 1705.05 ms [2020-12-22 06:29:07 main:574] : INFO : Epoch 873 | loss: 0.0311247 | val_loss: 0.0311549 | Time: 1737.49 ms [2020-12-22 06:29:09 main:574] : INFO : Epoch 874 | loss: 0.0311245 | val_loss: 0.0311543 | Time: 1702.43 ms [2020-12-22 06:29:10 main:574] : INFO : Epoch 875 | loss: 0.0311241 | val_loss: 0.0311579 | Time: 1700.29 ms [2020-12-22 06:29:12 main:574] : INFO : Epoch 876 | loss: 0.0311274 | val_loss: 0.0311533 | Time: 1670.92 ms [2020-12-22 06:29:14 main:574] : INFO : Epoch 877 | loss: 0.0311288 | val_loss: 0.031157 | Time: 1677.86 ms [2020-12-22 06:29:16 main:574] : INFO : Epoch 878 | loss: 0.031129 | val_loss: 0.0311545 | Time: 1727.82 ms [2020-12-22 06:29:17 main:574] : INFO : Epoch 879 | loss: 0.0311268 | val_loss: 0.0311542 | Time: 1681.94 ms [2020-12-22 06:29:19 main:574] : INFO : Epoch 880 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 1683.11 ms [2020-12-22 06:29:21 main:574] : INFO : Epoch 881 | loss: 0.0311239 | val_loss: 0.0311523 | Time: 1712.06 ms [2020-12-22 06:29:23 main:574] : INFO : Epoch 882 | loss: 0.0311229 | val_loss: 0.0311533 | Time: 1647.97 ms [2020-12-22 06:29:24 main:574] : INFO : Epoch 883 | loss: 0.0311231 | val_loss: 0.0311552 | Time: 1676.61 ms [2020-12-22 06:29:26 main:574] : INFO : Epoch 884 | loss: 0.0311335 | val_loss: 0.0311608 | Time: 1729.52 ms [2020-12-22 06:29:28 main:574] : INFO : Epoch 885 | loss: 0.0311377 | val_loss: 0.0311592 | Time: 1668.78 ms [2020-12-22 06:29:30 main:574] : INFO : Epoch 886 | loss: 0.0311309 | val_loss: 0.0311617 | Time: 1744.77 ms [2020-12-22 06:29:31 main:574] : INFO : Epoch 887 | loss: 0.0311334 | val_loss: 0.0311553 | Time: 1686.51 ms [2020-12-22 06:29:33 main:574] : INFO : Epoch 888 | loss: 0.0311286 | val_loss: 0.0311547 | Time: 1665.85 ms [2020-12-22 06:29:35 main:574] : INFO : Epoch 889 | loss: 0.0311259 | val_loss: 0.0311503 | Time: 1732.81 ms [2020-12-22 06:29:37 main:574] : INFO : Epoch 890 | loss: 0.031123 | val_loss: 0.0311547 | Time: 1684.11 ms [2020-12-22 06:29:38 main:574] : INFO : Epoch 891 | loss: 0.0311232 | val_loss: 0.0311596 | Time: 1745.7 ms [2020-12-22 06:29:40 main:574] : INFO : Epoch 892 | loss: 0.0311235 | val_loss: 0.0311564 | Time: 1779.08 ms [2020-12-22 06:29:42 main:574] : INFO : Epoch 893 | loss: 0.0311252 | val_loss: 0.0311628 | Time: 1665.35 ms [2020-12-22 06:29:44 main:574] : INFO : Epoch 894 | loss: 0.0311251 | val_loss: 0.0311558 | Time: 1677.52 ms [2020-12-22 06:29:45 main:574] : INFO : Epoch 895 | loss: 0.0311224 | val_loss: 0.031155 | Time: 1709.9 ms [2020-12-22 06:29:47 main:574] : INFO : Epoch 896 | loss: 0.0311225 | val_loss: 0.0311582 | Time: 1702.07 ms [2020-12-22 06:29:49 main:574] : INFO : Epoch 897 | loss: 0.0311236 | val_loss: 0.0311623 | Time: 1697.94 ms [2020-12-22 06:29:51 main:574] : INFO : Epoch 898 | loss: 0.0311212 | val_loss: 0.031155 | Time: 1729.06 ms [2020-12-22 06:29:52 main:574] : INFO : Epoch 899 | loss: 0.0311209 | val_loss: 0.0311588 | Time: 1639.07 ms [2020-12-22 06:29:54 main:574] : INFO : Epoch 900 | loss: 0.0311208 | val_loss: 0.0311564 | Time: 1706.63 ms [2020-12-22 06:29:56 main:574] : INFO : Epoch 901 | loss: 0.0311203 | val_loss: 0.031153 | Time: 1746.03 ms [2020-12-22 06:29:58 main:574] : INFO : Epoch 902 | loss: 0.0311219 | val_loss: 0.0311509 | Time: 1716.66 ms [2020-12-22 06:29:59 main:574] : INFO : Epoch 903 | loss: 0.0311218 | val_loss: 0.0311491 | Time: 1698.56 ms [2020-12-22 06:30:01 main:574] : INFO : Epoch 904 | loss: 0.0311244 | val_loss: 0.0311554 | Time: 1712.86 ms [2020-12-22 06:30:03 main:574] : INFO : Epoch 905 | loss: 0.0311226 | val_loss: 0.0311532 | Time: 1672.4 ms [2020-12-22 06:30:05 main:574] : INFO : Epoch 906 | loss: 0.0311232 | val_loss: 0.0311561 | Time: 1692.37 ms [2020-12-22 06:30:06 main:574] : INFO : Epoch 907 | loss: 0.031125 | val_loss: 0.0311538 | Time: 1706.3 ms [2020-12-22 06:30:08 main:574] : INFO : Epoch 908 | loss: 0.031123 | val_loss: 0.0311501 | Time: 1708.42 ms [2020-12-22 06:30:10 main:574] : INFO : Epoch 909 | loss: 0.0311234 | val_loss: 0.0311528 | Time: 1694.51 ms [2020-12-22 06:30:12 main:574] : INFO : Epoch 910 | loss: 0.0311225 | val_loss: 0.0311544 | Time: 1705.3 ms [2020-12-22 06:30:13 main:574] : INFO : Epoch 911 | loss: 0.0311219 | val_loss: 0.0311568 | Time: 1687.26 ms [2020-12-22 06:30:15 main:574] : INFO : Epoch 912 | loss: 0.0311216 | val_loss: 0.0311601 | Time: 1692.36 ms [2020-12-22 06:30:17 main:574] : INFO : Epoch 913 | loss: 0.0311276 | val_loss: 0.0311537 | Time: 1792.07 ms [2020-12-22 06:30:19 main:574] : INFO : Epoch 914 | loss: 0.0311307 | val_loss: 0.0311559 | Time: 1731.45 ms [2020-12-22 06:30:20 main:574] : INFO : Epoch 915 | loss: 0.0311254 | val_loss: 0.0311548 | Time: 1670.76 ms [2020-12-22 06:30:22 main:574] : INFO : Epoch 916 | loss: 0.0311222 | val_loss: 0.0311557 | Time: 1669.91 ms [2020-12-22 06:30:24 main:574] : INFO : Epoch 917 | loss: 0.0311243 | val_loss: 0.031156 | Time: 1741.54 ms [2020-12-22 06:30:26 main:574] : INFO : Epoch 918 | loss: 0.0311299 | val_loss: 0.0311558 | Time: 1696.1 ms [2020-12-22 06:30:27 main:574] : INFO : Epoch 919 | loss: 0.0311279 | val_loss: 0.03116 | Time: 1702.69 ms [2020-12-22 06:30:29 main:574] : INFO : Epoch 920 | loss: 0.0311287 | val_loss: 0.0311563 | Time: 1704.56 ms [2020-12-22 06:30:31 main:574] : INFO : Epoch 921 | loss: 0.0311258 | val_loss: 0.0311571 | Time: 1742.32 ms [2020-12-22 06:30:33 main:574] : INFO : Epoch 922 | loss: 0.0311252 | val_loss: 0.0311558 | Time: 1643.89 ms [2020-12-22 06:30:34 main:574] : INFO : Epoch 923 | loss: 0.0311245 | val_loss: 0.0311612 | Time: 1694.28 ms [2020-12-22 06:30:36 main:574] : INFO : Epoch 924 | loss: 0.0311344 | val_loss: 0.0311599 | Time: 1704.99 ms [2020-12-22 06:30:38 main:574] : INFO : Epoch 925 | loss: 0.0311348 | val_loss: 0.0311607 | Time: 1736.75 ms [2020-12-22 06:30:40 main:574] : INFO : Epoch 926 | loss: 0.0311329 | val_loss: 0.0311565 | Time: 1772.96 ms [2020-12-22 06:30:41 main:574] : INFO : Epoch 927 | loss: 0.0311331 | val_loss: 0.0311554 | Time: 1720.02 ms [2020-12-22 06:30:43 main:574] : INFO : Epoch 928 | loss: 0.0311328 | val_loss: 0.0311529 | Time: 1675.57 ms [2020-12-22 06:30:45 main:574] : INFO : Epoch 929 | loss: 0.0311304 | val_loss: 0.0311528 | Time: 1724.95 ms [2020-12-22 06:30:47 main:574] : INFO : Epoch 930 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 1753.22 ms [2020-12-22 06:30:48 main:574] : INFO : Epoch 931 | loss: 0.0311282 | val_loss: 0.0311551 | Time: 1679.11 ms [2020-12-22 06:30:50 main:574] : INFO : Epoch 932 | loss: 0.0311279 | val_loss: 0.031153 | Time: 1747 ms [2020-12-22 06:30:52 main:574] : INFO : Epoch 933 | loss: 0.0311242 | val_loss: 0.0311544 | Time: 1705.96 ms [2020-12-22 06:30:54 main:574] : INFO : Epoch 934 | loss: 0.0311239 | val_loss: 0.0311554 | Time: 1683.72 ms [2020-12-22 06:30:55 main:574] : INFO : Epoch 935 | loss: 0.031125 | val_loss: 0.031156 | Time: 1684.39 ms [2020-12-22 06:30:57 main:574] : INFO : Epoch 936 | loss: 0.0311258 | val_loss: 0.0311553 | Time: 1675.23 ms [2020-12-22 06:30:59 main:574] : INFO : Epoch 937 | loss: 0.0311237 | val_loss: 0.0311543 | Time: 1680.71 ms [2020-12-22 06:31:01 main:574] : INFO : Epoch 938 | loss: 0.0311255 | val_loss: 0.0311574 | Time: 1714.09 ms [2020-12-22 06:31:02 main:574] : INFO : Epoch 939 | loss: 0.0311249 | val_loss: 0.0311607 | Time: 1656.74 ms [2020-12-22 06:31:04 main:574] : INFO : Epoch 940 | loss: 0.0311281 | val_loss: 0.0311574 | Time: 1683.32 ms [2020-12-22 06:31:06 main:574] : INFO : Epoch 941 | loss: 0.031125 | val_loss: 0.0311544 | Time: 1686.92 ms [2020-12-22 06:31:08 main:574] : INFO : Epoch 942 | loss: 0.0311227 | val_loss: 0.0311535 | Time: 1738.61 ms [2020-12-22 06:31:09 main:574] : INFO : Epoch 943 | loss: 0.0311251 | val_loss: 0.0311556 | Time: 1697.33 ms [2020-12-22 06:31:11 main:574] : INFO : Epoch 944 | loss: 0.0311256 | val_loss: 0.031151 | Time: 1727.37 ms [2020-12-22 06:31:13 main:574] : INFO : Epoch 945 | loss: 0.0311237 | val_loss: 0.0311545 | Time: 1667.28 ms [2020-12-22 06:31:15 main:574] : INFO : Epoch 946 | loss: 0.0311257 | val_loss: 0.0311541 | Time: 1719.32 ms [2020-12-22 06:31:16 main:574] : INFO : Epoch 947 | loss: 0.0311258 | val_loss: 0.0311537 | Time: 1698.5 ms [2020-12-22 06:31:18 main:574] : INFO : Epoch 948 | loss: 0.0311244 | val_loss: 0.0311544 | Time: 1708.16 ms [2020-12-22 06:31:20 main:574] : INFO : Epoch 949 | loss: 0.0311245 | val_loss: 0.0311537 | Time: 1695.96 ms [2020-12-22 06:31:22 main:574] : INFO : Epoch 950 | loss: 0.0311237 | val_loss: 0.0311563 | Time: 1671.89 ms [2020-12-22 06:31:23 main:574] : INFO : Epoch 951 | loss: 0.0311211 | val_loss: 0.0311561 | Time: 1689.46 ms [2020-12-22 06:31:25 main:574] : INFO : Epoch 952 | loss: 0.0311204 | val_loss: 0.0311535 | Time: 1696.79 ms [2020-12-22 06:31:27 main:574] : INFO : Epoch 953 | loss: 0.0311203 | val_loss: 0.0311553 | Time: 1678.31 ms [2020-12-22 06:31:28 main:574] : INFO : Epoch 954 | loss: 0.0311219 | val_loss: 0.0311506 | Time: 1719.98 ms [2020-12-22 06:31:30 main:574] : INFO : Epoch 955 | loss: 0.0311207 | val_loss: 0.0311536 | Time: 1714.73 ms [2020-12-22 06:31:32 main:574] : INFO : Epoch 956 | loss: 0.0311177 | val_loss: 0.0311557 | Time: 1674.96 ms [2020-12-22 06:31:34 main:574] : INFO : Epoch 957 | loss: 0.0311195 | val_loss: 0.031155 | Time: 1687.8 ms [2020-12-22 06:31:35 main:574] : INFO : Epoch 958 | loss: 0.0311215 | val_loss: 0.0311586 | Time: 1723.18 ms [2020-12-22 06:31:37 main:574] : INFO : Epoch 959 | loss: 0.031123 | val_loss: 0.0311553 | Time: 1738.71 ms [2020-12-22 06:31:39 main:574] : INFO : Epoch 960 | loss: 0.0311209 | val_loss: 0.0311583 | Time: 1709.46 ms [2020-12-22 06:31:41 main:574] : INFO : Epoch 961 | loss: 0.0311233 | val_loss: 0.0311584 | Time: 1702.69 ms [2020-12-22 06:31:42 main:574] : INFO : Epoch 962 | loss: 0.0311224 | val_loss: 0.0311602 | Time: 1668.78 ms [2020-12-22 06:31:44 main:574] : INFO : Epoch 963 | loss: 0.0311209 | val_loss: 0.0311587 | Time: 1673.42 ms [2020-12-22 06:31:46 main:574] : INFO : Epoch 964 | loss: 0.0311197 | val_loss: 0.0311568 | Time: 1722.62 ms [2020-12-22 06:31:48 main:574] : INFO : Epoch 965 | loss: 0.0311188 | val_loss: 0.0311569 | Time: 1773.51 ms [2020-12-22 06:31:49 main:574] : INFO : Epoch 966 | loss: 0.0311197 | val_loss: 0.0311606 | Time: 1692.98 ms [2020-12-22 06:31:51 main:574] : INFO : Epoch 967 | loss: 0.0311204 | val_loss: 0.0311665 | Time: 1721.83 ms [2020-12-22 06:31:53 main:574] : INFO : Epoch 968 | loss: 0.0311208 | val_loss: 0.0311588 | Time: 1653.48 ms [2020-12-22 06:31:55 main:574] : INFO : Epoch 969 | loss: 0.0311198 | val_loss: 0.0311604 | Time: 1708.52 ms [2020-12-22 06:31:56 main:574] : INFO : Epoch 970 | loss: 0.0311186 | val_loss: 0.0311589 | Time: 1678.14 ms [2020-12-22 06:31:58 main:574] : INFO : Epoch 971 | loss: 0.0311175 | val_loss: 0.0311598 | Time: 1701.85 ms [2020-12-22 06:32:00 main:574] : INFO : Epoch 972 | loss: 0.0311154 | val_loss: 0.0311608 | Time: 1771.94 ms [2020-12-22 06:32:02 main:574] : INFO : Epoch 973 | loss: 0.0311138 | val_loss: 0.031161 | Time: 1715.99 ms [2020-12-22 06:32:04 main:574] : INFO : Epoch 974 | loss: 0.0311155 | val_loss: 0.0311581 | Time: 1702.74 ms [2020-12-22 06:32:05 main:574] : INFO : Epoch 975 | loss: 0.0311148 | val_loss: 0.0311543 | Time: 1734.2 ms [2020-12-22 06:32:07 main:574] : INFO : Epoch 976 | loss: 0.0311164 | val_loss: 0.0311607 | Time: 1761.52 ms [2020-12-22 06:32:09 main:574] : INFO : Epoch 977 | loss: 0.0311218 | val_loss: 0.0311627 | Time: 1766.8 ms [2020-12-22 06:32:11 main:574] : INFO : Epoch 978 | loss: 0.0311203 | val_loss: 0.0311578 | Time: 1731.46 ms [2020-12-22 06:32:12 main:574] : INFO : Epoch 979 | loss: 0.0311219 | val_loss: 0.0311673 | Time: 1671.01 ms [2020-12-22 06:32:14 main:574] : INFO : Epoch 980 | loss: 0.0311195 | val_loss: 0.031161 | Time: 1755.49 ms [2020-12-22 06:32:16 main:574] : INFO : Epoch 981 | loss: 0.0311205 | val_loss: 0.0311596 | Time: 1712.19 ms [2020-12-22 06:32:18 main:574] : INFO : Epoch 982 | loss: 0.0311211 | val_loss: 0.0311603 | Time: 1691.03 ms [2020-12-22 06:32:19 main:574] : INFO : Epoch 983 | loss: 0.0311214 | val_loss: 0.0311709 | Time: 1701.54 ms [2020-12-22 06:32:21 main:574] : INFO : Epoch 984 | loss: 0.0311202 | val_loss: 0.0311566 | Time: 1709.4 ms [2020-12-22 06:32:23 main:574] : INFO : Epoch 985 | loss: 0.0311211 | val_loss: 0.031158 | Time: 1645.7 ms [2020-12-22 06:32:25 main:574] : INFO : Epoch 986 | loss: 0.0311233 | val_loss: 0.0311644 | Time: 1705.5 ms [2020-12-22 06:32:26 main:574] : INFO : Epoch 987 | loss: 0.0311304 | val_loss: 0.0312171 | Time: 1747.2 ms [2020-12-22 06:32:28 main:574] : INFO : Epoch 988 | loss: 0.0311515 | val_loss: 0.0311784 | Time: 1687.78 ms [2020-12-22 06:32:30 main:574] : INFO : Epoch 989 | loss: 0.0311389 | val_loss: 0.0311961 | Time: 1696.04 ms [2020-12-22 06:32:32 main:574] : INFO : Epoch 990 | loss: 0.031148 | val_loss: 0.0311586 | Time: 1692.22 ms [2020-12-22 06:32:33 main:574] : INFO : Epoch 991 | loss: 0.0311252 | val_loss: 0.0311555 | Time: 1691.22 ms [2020-12-22 06:32:35 main:574] : INFO : Epoch 992 | loss: 0.0311251 | val_loss: 0.0311507 | Time: 1694.44 ms [2020-12-22 06:32:37 main:574] : INFO : Epoch 993 | loss: 0.0311234 | val_loss: 0.0311543 | Time: 1699.21 ms [2020-12-22 06:32:39 main:574] : INFO : Epoch 994 | loss: 0.0311212 | val_loss: 0.0311536 | Time: 1690.68 ms [2020-12-22 06:32:40 main:574] : INFO : Epoch 995 | loss: 0.03112 | val_loss: 0.0311549 | Time: 1690.34 ms [2020-12-22 06:32:42 main:574] : INFO : Epoch 996 | loss: 0.0311198 | val_loss: 0.0311508 | Time: 1652.12 ms [2020-12-22 06:32:44 main:574] : INFO : Epoch 997 | loss: 0.0311198 | val_loss: 0.0311572 | Time: 1671.1 ms [2020-12-22 06:32:45 main:574] : INFO : Epoch 998 | loss: 0.0311235 | val_loss: 0.0311554 | Time: 1707.55 ms [2020-12-22 06:32:47 main:574] : INFO : Epoch 999 | loss: 0.0311211 | val_loss: 0.0311551 | Time: 1747.58 ms [2020-12-22 06:32:49 main:574] : INFO : Epoch 1000 | loss: 0.03112 | val_loss: 0.0311575 | Time: 1698.16 ms [2020-12-22 06:32:51 main:574] : INFO : Epoch 1001 | loss: 0.031132 | val_loss: 0.0311503 | Time: 1733.62 ms [2020-12-22 06:32:53 main:574] : INFO : Epoch 1002 | loss: 0.0311334 | val_loss: 0.0311514 | Time: 1667.36 ms [2020-12-22 06:32:54 main:574] : INFO : Epoch 1003 | loss: 0.0311319 | val_loss: 0.0311559 | Time: 1669.57 ms [2020-12-22 06:32:56 main:574] : INFO : Epoch 1004 | loss: 0.0311394 | val_loss: 0.0311522 | Time: 1718.02 ms [2020-12-22 06:32:58 main:574] : INFO : Epoch 1005 | loss: 0.0311369 | val_loss: 0.0311534 | Time: 1717.23 ms [2020-12-22 06:33:00 main:574] : INFO : Epoch 1006 | loss: 0.031139 | val_loss: 0.0311645 | Time: 1726.26 ms [2020-12-22 06:33:01 main:574] : INFO : Epoch 1007 | loss: 0.0311374 | val_loss: 0.0311556 | Time: 1674.38 ms [2020-12-22 06:33:03 main:574] : INFO : Epoch 1008 | loss: 0.031137 | val_loss: 0.0311523 | Time: 1653.65 ms [2020-12-22 06:33:05 main:574] : INFO : Epoch 1009 | loss: 0.0311322 | val_loss: 0.0311531 | Time: 1762.21 ms [2020-12-22 06:33:07 main:574] : INFO : Epoch 1010 | loss: 0.031131 | val_loss: 0.0311516 | Time: 1762.35 ms [2020-12-22 06:33:08 main:574] : INFO : Epoch 1011 | loss: 0.0311295 | val_loss: 0.0311533 | Time: 1734.75 ms [2020-12-22 06:33:10 main:574] : INFO : Epoch 1012 | loss: 0.0311289 | val_loss: 0.0311521 | Time: 1709.33 ms [2020-12-22 06:33:12 main:574] : INFO : Epoch 1013 | loss: 0.0311279 | val_loss: 0.0311503 | Time: 1670.15 ms [2020-12-22 06:33:14 main:574] : INFO : Epoch 1014 | loss: 0.0311265 | val_loss: 0.031156 | Time: 1688.01 ms [2020-12-22 06:33:15 main:574] : INFO : Epoch 1015 | loss: 0.0311254 | val_loss: 0.0311567 | Time: 1710.93 ms [2020-12-22 06:33:17 main:574] : INFO : Epoch 1016 | loss: 0.0311264 | val_loss: 0.0311534 | Time: 1735.95 ms [2020-12-22 06:33:19 main:574] : INFO : Epoch 1017 | loss: 0.0311258 | val_loss: 0.0311521 | Time: 1691.89 ms [2020-12-22 06:33:21 main:574] : INFO : Epoch 1018 | loss: 0.0311252 | val_loss: 0.0311516 | Time: 1701.95 ms [2020-12-22 06:33:22 main:574] : INFO : Epoch 1019 | loss: 0.0311236 | val_loss: 0.0311512 | Time: 1670.5 ms [2020-12-22 06:33:24 main:574] : INFO : Epoch 1020 | loss: 0.0311299 | val_loss: 0.0311574 | Time: 1696.58 ms [2020-12-22 06:33:26 main:574] : INFO : Epoch 1021 | loss: 0.0311269 | val_loss: 0.0311523 | Time: 1757.32 ms [2020-12-22 06:33:28 main:574] : INFO : Epoch 1022 | loss: 0.0311257 | val_loss: 0.0311537 | Time: 1725.82 ms [2020-12-22 06:33:30 main:574] : INFO : Epoch 1023 | loss: 0.0311253 | val_loss: 0.0311531 | Time: 1738.22 ms [2020-12-22 06:33:31 main:574] : INFO : Epoch 1024 | loss: 0.0311233 | val_loss: 0.0311514 | Time: 1728.72 ms [2020-12-22 06:33:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311514 [2020-12-22 06:33:31 main:603] : INFO : Saving end state to config to file [2020-12-22 06:33:31 main:608] : INFO : Success, exiting.. 06:33:32 (6008): 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)