Task 3527905
| Name | ParityModified-1605151361-7667-11_1 |
| Workunit | 1723773 |
| Created | 4 Jan 2021, 16:27:41 UTC |
| Sent | 4 Jan 2021, 16:41:15 UTC |
| Report deadline | 11 Jan 2021, 16:41:15 UTC |
| Received | 4 Jan 2021, 18:45:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7376 |
| Run time | 27 min 49 sec |
| CPU time | 27 min 17 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,888.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 514 | loss: 0.0311482 | val_loss: 0.0311572 | Time: 1750.44 ms
[2021-01-04 09:29:04 main:574] : INFO : Epoch 515 | loss: 0.0311457 | val_loss: 0.0311623 | Time: 1640.96 ms
[2021-01-04 09:29:06 main:574] : INFO : Epoch 516 | loss: 0.0311429 | val_loss: 0.0311596 | Time: 1630.69 ms
[2021-01-04 09:29:07 main:574] : INFO : Epoch 517 | loss: 0.0311404 | val_loss: 0.0311579 | Time: 1590.13 ms
[2021-01-04 09:29:09 main:574] : INFO : Epoch 518 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 1542.43 ms
[2021-01-04 09:29:10 main:574] : INFO : Epoch 519 | loss: 0.0311407 | val_loss: 0.0311572 | Time: 1566.51 ms
[2021-01-04 09:29:12 main:574] : INFO : Epoch 520 | loss: 0.0311407 | val_loss: 0.0311596 | Time: 1613.79 ms
[2021-01-04 09:29:13 main:574] : INFO : Epoch 521 | loss: 0.0311408 | val_loss: 0.0311625 | Time: 1601.43 ms
[2021-01-04 09:29:15 main:574] : INFO : Epoch 522 | loss: 0.0311392 | val_loss: 0.0311589 | Time: 1571.93 ms
[2021-01-04 09:29:17 main:574] : INFO : Epoch 523 | loss: 0.0311395 | val_loss: 0.031156 | Time: 1643.29 ms
[2021-01-04 09:29:18 main:574] : INFO : Epoch 524 | loss: 0.0311377 | val_loss: 0.0311568 | Time: 1525.51 ms
[2021-01-04 09:29:30 main:574] : INFO : Epoch 525 | loss: 0.0311381 | val_loss: 0.0311609 | Time: 11580.4 ms
[2021-01-04 09:29:31 main:574] : INFO : Epoch 526 | loss: 0.031145 | val_loss: 0.0311636 | Time: 1540.77 ms
[2021-01-04 09:29:33 main:574] : INFO : Epoch 527 | loss: 0.0311471 | val_loss: 0.0311607 | Time: 1492.5 ms
[2021-01-04 09:29:34 main:574] : INFO : Epoch 528 | loss: 0.0311443 | val_loss: 0.0311639 | Time: 1505.39 ms
[2021-01-04 09:29:36 main:574] : INFO : Epoch 529 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 1551.36 ms
[2021-01-04 09:29:38 main:574] : INFO : Epoch 530 | loss: 0.0311432 | val_loss: 0.0311631 | Time: 1569.79 ms
[2021-01-04 09:29:39 main:574] : INFO : Epoch 531 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1627.88 ms
[2021-01-04 09:29:41 main:574] : INFO : Epoch 532 | loss: 0.0311445 | val_loss: 0.0311626 | Time: 1546.29 ms
[2021-01-04 09:29:42 main:574] : INFO : Epoch 533 | loss: 0.0311419 | val_loss: 0.0311622 | Time: 1561.47 ms
[2021-01-04 09:29:44 main:574] : INFO : Epoch 534 | loss: 0.0311422 | val_loss: 0.0311598 | Time: 1571.7 ms
[2021-01-04 09:29:46 main:574] : INFO : Epoch 535 | loss: 0.0311408 | val_loss: 0.0311596 | Time: 1559.29 ms
[2021-01-04 09:29:47 main:574] : INFO : Epoch 536 | loss: 0.0311426 | val_loss: 0.0311632 | Time: 1534.46 ms
[2021-01-04 09:29:49 main:574] : INFO : Epoch 537 | loss: 0.0311403 | val_loss: 0.0311658 | Time: 1610.04 ms
[2021-01-04 09:29:50 main:574] : INFO : Epoch 538 | loss: 0.0311435 | val_loss: 0.0311631 | Time: 1642.12 ms
[2021-01-04 09:29:52 main:574] : INFO : Epoch 539 | loss: 0.0311427 | val_loss: 0.0311647 | Time: 1624.93 ms
[2021-01-04 09:29:54 main:574] : INFO : Epoch 540 | loss: 0.0311433 | val_loss: 0.0311668 | Time: 1563.75 ms
[2021-01-04 09:29:55 main:574] : INFO : Epoch 541 | loss: 0.0311433 | val_loss: 0.0311614 | Time: 1504 ms
[2021-01-04 09:29:57 main:574] : INFO : Epoch 542 | loss: 0.0311411 | val_loss: 0.0311654 | Time: 1544.13 ms
[2021-01-04 09:29:58 main:574] : INFO : Epoch 543 | loss: 0.0311396 | val_loss: 0.0311636 | Time: 1613.23 ms
[2021-01-04 09:30:00 main:574] : INFO : Epoch 544 | loss: 0.0311414 | val_loss: 0.0311607 | Time: 1613.35 ms
[2021-01-04 09:30:01 main:574] : INFO : Epoch 545 | loss: 0.0311416 | val_loss: 0.0311636 | Time: 1622.08 ms
[2021-01-04 09:30:03 main:574] : INFO : Epoch 546 | loss: 0.031141 | val_loss: 0.0311617 | Time: 1551.46 ms
[2021-01-04 09:30:05 main:574] : INFO : Epoch 547 | loss: 0.0311395 | val_loss: 0.03116 | Time: 1572.3 ms
[2021-01-04 09:30:06 main:574] : INFO : Epoch 548 | loss: 0.0311385 | val_loss: 0.0311602 | Time: 1577.89 ms
[2021-01-04 09:30:08 main:574] : INFO : Epoch 549 | loss: 0.03114 | val_loss: 0.0311617 | Time: 1569.41 ms
[2021-01-04 09:30:09 main:574] : INFO : Epoch 550 | loss: 0.0311384 | val_loss: 0.0311659 | Time: 1492.83 ms
[2021-01-04 09:30:11 main:574] : INFO : Epoch 551 | loss: 0.0311419 | val_loss: 0.0311691 | Time: 1560.45 ms
[2021-01-04 09:30:13 main:574] : INFO : Epoch 552 | loss: 0.0311453 | val_loss: 0.0311595 | Time: 1621.01 ms
[2021-01-04 09:30:14 main:574] : INFO : Epoch 553 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 1596.22 ms
[2021-01-04 09:30:16 main:574] : INFO : Epoch 554 | loss: 0.0311411 | val_loss: 0.0311615 | Time: 1538.55 ms
[2021-01-04 09:30:17 main:574] : INFO : Epoch 555 | loss: 0.0311421 | val_loss: 0.0311593 | Time: 1572.52 ms
[2021-01-04 09:30:19 main:574] : INFO : Epoch 556 | loss: 0.0311405 | val_loss: 0.0311632 | Time: 1541.06 ms
[2021-01-04 09:30:20 main:574] : INFO : Epoch 557 | loss: 0.0311419 | val_loss: 0.0311655 | Time: 1552.96 ms
[2021-01-04 09:30:22 main:574] : INFO : Epoch 558 | loss: 0.0311454 | val_loss: 0.0311667 | Time: 1636.53 ms
[2021-01-04 09:30:24 main:574] : INFO : Epoch 559 | loss: 0.0313227 | val_loss: 0.0316666 | Time: 1728.33 ms
[2021-01-04 09:30:26 main:574] : INFO : Epoch 560 | loss: 0.0393709 | val_loss: 0.0525697 | Time: 1705.76 ms
[2021-01-04 09:30:27 main:574] : INFO : Epoch 561 | loss: 0.0433177 | val_loss: 0.033323 | Time: 1780.75 ms
[2021-01-04 09:30:29 main:574] : INFO : Epoch 562 | loss: 0.0397295 | val_loss: 0.0315892 | Time: 1726.77 ms
[2021-01-04 09:30:31 main:574] : INFO : Epoch 563 | loss: 0.0322387 | val_loss: 0.0316463 | Time: 1792.78 ms
[2021-01-04 09:30:33 main:574] : INFO : Epoch 564 | loss: 0.0314114 | val_loss: 0.0313093 | Time: 1682.56 ms
[2021-01-04 09:30:34 main:574] : INFO : Epoch 565 | loss: 0.0312581 | val_loss: 0.031238 | Time: 1764.11 ms
[2021-01-04 09:30:36 main:574] : INFO : Epoch 566 | loss: 0.0312306 | val_loss: 0.0312244 | Time: 1728.69 ms
[2021-01-04 09:30:38 main:574] : INFO : Epoch 567 | loss: 0.0312195 | val_loss: 0.0312158 | Time: 1671.65 ms
[2021-01-04 09:30:40 main:574] : INFO : Epoch 568 | loss: 0.0312111 | val_loss: 0.0312085 | Time: 1782.99 ms
[2021-01-04 09:30:41 main:574] : INFO : Epoch 569 | loss: 0.0312032 | val_loss: 0.0312017 | Time: 1743.2 ms
[2021-01-04 09:30:43 main:574] : INFO : Epoch 570 | loss: 0.0311962 | val_loss: 0.0311963 | Time: 1803.43 ms
[2021-01-04 09:30:45 main:574] : INFO : Epoch 571 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 1827.26 ms
[2021-01-04 09:30:47 main:574] : INFO : Epoch 572 | loss: 0.0311855 | val_loss: 0.0311877 | Time: 1665.71 ms
[2021-01-04 09:30:48 main:574] : INFO : Epoch 573 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 1819.42 ms
[2021-01-04 09:31:00 main:574] : INFO : Epoch 574 | loss: 0.031177 | val_loss: 0.0311811 | Time: 11789.2 ms
[2021-01-04 09:31:02 main:574] : INFO : Epoch 575 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 1428.67 ms
[2021-01-04 09:31:03 main:574] : INFO : Epoch 576 | loss: 0.0311682 | val_loss: 0.0311763 | Time: 1492.02 ms
[2021-01-04 09:31:05 main:574] : INFO : Epoch 577 | loss: 0.0311649 | val_loss: 0.0311748 | Time: 1484.18 ms
[2021-01-04 09:31:06 main:574] : INFO : Epoch 578 | loss: 0.0311623 | val_loss: 0.031175 | Time: 1495.04 ms
[2021-01-04 09:31:08 main:574] : INFO : Epoch 579 | loss: 0.0311603 | val_loss: 0.0311737 | Time: 1504.39 ms
[2021-01-04 09:31:09 main:574] : INFO : Epoch 580 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 1600.8 ms
[2021-01-04 09:31:11 main:574] : INFO : Epoch 581 | loss: 0.0311613 | val_loss: 0.0311736 | Time: 1552.1 ms
[2021-01-04 09:31:12 main:574] : INFO : Epoch 582 | loss: 0.031159 | val_loss: 0.0311724 | Time: 1510.12 ms
[2021-01-04 09:31:14 main:574] : INFO : Epoch 583 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 1604.4 ms
[2021-01-04 09:31:16 main:574] : INFO : Epoch 584 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 1542.25 ms
[2021-01-04 09:31:17 main:574] : INFO : Epoch 585 | loss: 0.031155 | val_loss: 0.0311699 | Time: 1590.46 ms
[2021-01-04 09:31:19 main:574] : INFO : Epoch 586 | loss: 0.0311542 | val_loss: 0.0311696 | Time: 1578.1 ms
[2021-01-04 09:31:20 main:574] : INFO : Epoch 587 | loss: 0.0311535 | val_loss: 0.031169 | Time: 1549.46 ms
[2021-01-04 09:31:22 main:574] : INFO : Epoch 588 | loss: 0.0311525 | val_loss: 0.0311697 | Time: 1637.22 ms
[2021-01-04 09:31:24 main:574] : INFO : Epoch 589 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 1644.75 ms
[2021-01-04 09:31:25 main:574] : INFO : Epoch 590 | loss: 0.0311514 | val_loss: 0.0311669 | Time: 1603.3 ms
[2021-01-04 09:31:27 main:574] : INFO : Epoch 591 | loss: 0.0311515 | val_loss: 0.0311659 | Time: 1515.38 ms
[2021-01-04 09:31:28 main:574] : INFO : Epoch 592 | loss: 0.031151 | val_loss: 0.0311673 | Time: 1561.42 ms
[2021-01-04 09:31:30 main:574] : INFO : Epoch 593 | loss: 0.0311509 | val_loss: 0.0311667 | Time: 1601.41 ms
[2021-01-04 09:31:42 main:574] : INFO : Epoch 594 | loss: 0.0311496 | val_loss: 0.0311669 | Time: 11613.5 ms
[2021-01-04 09:31:43 main:574] : INFO : Epoch 595 | loss: 0.0311484 | val_loss: 0.0311653 | Time: 1478.55 ms
[2021-01-04 09:31:45 main:574] : INFO : Epoch 596 | loss: 0.031149 | val_loss: 0.0311676 | Time: 1557.07 ms
[2021-01-04 09:31:46 main:574] : INFO : Epoch 597 | loss: 0.0311481 | val_loss: 0.0311645 | Time: 1501.61 ms
[2021-01-04 09:31:48 main:574] : INFO : Epoch 598 | loss: 0.0311472 | val_loss: 0.0311681 | Time: 1533.83 ms
[2021-01-04 09:31:49 main:574] : INFO : Epoch 599 | loss: 0.031147 | val_loss: 0.031166 | Time: 1515.98 ms
[2021-01-04 09:31:51 main:574] : INFO : Epoch 600 | loss: 0.0311467 | val_loss: 0.0311667 | Time: 1508.49 ms
[2021-01-04 09:31:52 main:574] : INFO : Epoch 601 | loss: 0.0311452 | val_loss: 0.0311625 | Time: 1541.23 ms
[2021-01-04 09:31:54 main:574] : INFO : Epoch 602 | loss: 0.0311443 | val_loss: 0.0311641 | Time: 1565.14 ms
[2021-01-04 09:31:55 main:574] : INFO : Epoch 603 | loss: 0.0311426 | val_loss: 0.031161 | Time: 1474.93 ms
[2021-01-04 09:31:57 main:574] : INFO : Epoch 604 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 1561.76 ms
[2021-01-04 09:31:59 main:574] : INFO : Epoch 605 | loss: 0.0311391 | val_loss: 0.03116 | Time: 1538.64 ms
[2021-01-04 09:32:00 main:574] : INFO : Epoch 606 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 1631.12 ms
[2021-01-04 09:32:02 main:574] : INFO : Epoch 607 | loss: 0.031138 | val_loss: 0.0311603 | Time: 1523.86 ms
[2021-01-04 09:32:03 main:574] : INFO : Epoch 608 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 1635.1 ms
[2021-01-04 09:32:05 main:574] : INFO : Epoch 609 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 1519.36 ms
[2021-01-04 09:32:07 main:574] : INFO : Epoch 610 | loss: 0.0311369 | val_loss: 0.0311634 | Time: 1615.36 ms
[2021-01-04 09:32:08 main:574] : INFO : Epoch 611 | loss: 0.0311387 | val_loss: 0.0311586 | Time: 1575.38 ms
[2021-01-04 09:32:10 main:574] : INFO : Epoch 612 | loss: 0.0311386 | val_loss: 0.0311605 | Time: 1570.88 ms
[2021-01-04 09:32:11 main:574] : INFO : Epoch 613 | loss: 0.0311371 | val_loss: 0.0311582 | Time: 1652.38 ms
[2021-01-04 09:32:13 main:574] : INFO : Epoch 614 | loss: 0.0311373 | val_loss: 0.0311578 | Time: 1588.44 ms
[2021-01-04 09:32:14 main:574] : INFO : Epoch 615 | loss: 0.031138 | val_loss: 0.0311586 | Time: 1545.84 ms
[2021-01-04 09:32:16 main:574] : INFO : Epoch 616 | loss: 0.031139 | val_loss: 0.0311608 | Time: 1541.45 ms
[2021-01-04 09:32:18 main:574] : INFO : Epoch 617 | loss: 0.0311378 | val_loss: 0.0311597 | Time: 1584.36 ms
[2021-01-04 09:32:19 main:574] : INFO : Epoch 618 | loss: 0.0311381 | val_loss: 0.0311593 | Time: 1616.5 ms
[2021-01-04 09:32:21 main:574] : INFO : Epoch 619 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 1527.24 ms
[2021-01-04 09:32:22 main:574] : INFO : Epoch 620 | loss: 0.0311383 | val_loss: 0.0311584 | Time: 1525.32 ms
[2021-01-04 09:32:24 main:574] : INFO : Epoch 621 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1616.81 ms
[2021-01-04 09:32:26 main:574] : INFO : Epoch 622 | loss: 0.0311382 | val_loss: 0.0311575 | Time: 1565.17 ms
[2021-01-04 09:32:27 main:574] : INFO : Epoch 623 | loss: 0.0311376 | val_loss: 0.03116 | Time: 1550.58 ms
[2021-01-04 09:32:29 main:574] : INFO : Epoch 624 | loss: 0.0311385 | val_loss: 0.0311576 | Time: 1651.09 ms
[2021-01-04 09:32:30 main:574] : INFO : Epoch 625 | loss: 0.0311378 | val_loss: 0.0311561 | Time: 1631.7 ms
[2021-01-04 09:32:32 main:574] : INFO : Epoch 626 | loss: 0.0311369 | val_loss: 0.03116 | Time: 1619.01 ms
[2021-01-04 09:32:34 main:574] : INFO : Epoch 627 | loss: 0.0311369 | val_loss: 0.0311603 | Time: 1623.61 ms
[2021-01-04 09:32:35 main:574] : INFO : Epoch 628 | loss: 0.0311367 | val_loss: 0.0311596 | Time: 1651.28 ms
[2021-01-04 09:32:37 main:574] : INFO : Epoch 629 | loss: 0.0311362 | val_loss: 0.0311571 | Time: 1611.98 ms
[2021-01-04 09:32:39 main:574] : INFO : Epoch 630 | loss: 0.0311373 | val_loss: 0.0311581 | Time: 1558.36 ms
[2021-01-04 09:32:40 main:574] : INFO : Epoch 631 | loss: 0.0311361 | val_loss: 0.0311614 | Time: 1567.54 ms
[2021-01-04 09:32:42 main:574] : INFO : Epoch 632 | loss: 0.0311357 | val_loss: 0.0311602 | Time: 1722.76 ms
[2021-01-04 09:32:44 main:574] : INFO : Epoch 633 | loss: 0.0311356 | val_loss: 0.0311615 | Time: 1689.25 ms
[2021-01-04 09:32:45 main:574] : INFO : Epoch 634 | loss: 0.0311344 | val_loss: 0.031161 | Time: 1616.69 ms
[2021-01-04 09:32:47 main:574] : INFO : Epoch 635 | loss: 0.0311351 | val_loss: 0.0311608 | Time: 1656.8 ms
[2021-01-04 09:32:49 main:574] : INFO : Epoch 636 | loss: 0.0311353 | val_loss: 0.0311583 | Time: 1858.69 ms
[2021-01-04 09:32:51 main:574] : INFO : Epoch 637 | loss: 0.031136 | val_loss: 0.0311639 | Time: 1780 ms
[2021-01-04 09:32:52 main:574] : INFO : Epoch 638 | loss: 0.0311352 | val_loss: 0.0311594 | Time: 1735.39 ms
[2021-01-04 09:32:54 main:574] : INFO : Epoch 639 | loss: 0.0311342 | val_loss: 0.0311612 | Time: 1743.14 ms
[2021-01-04 09:32:56 main:574] : INFO : Epoch 640 | loss: 0.0311354 | val_loss: 0.0311623 | Time: 1690.64 ms
[2021-01-04 09:32:57 main:574] : INFO : Epoch 641 | loss: 0.0311336 | val_loss: 0.0311607 | Time: 1691.24 ms
[2021-01-04 09:32:59 main:574] : INFO : Epoch 642 | loss: 0.0311335 | val_loss: 0.0311618 | Time: 1728.54 ms
[2021-01-04 09:33:01 main:574] : INFO : Epoch 643 | loss: 0.0311325 | val_loss: 0.0311611 | Time: 1928.65 ms
[2021-01-04 09:33:03 main:574] : INFO : Epoch 644 | loss: 0.0311326 | val_loss: 0.0311589 | Time: 1697.3 ms
[2021-01-04 09:33:05 main:574] : INFO : Epoch 645 | loss: 0.031132 | val_loss: 0.0311597 | Time: 1697.92 ms
[2021-01-04 09:33:06 main:574] : INFO : Epoch 646 | loss: 0.031132 | val_loss: 0.031159 | Time: 1716.64 ms
[2021-01-04 09:33:08 main:574] : INFO : Epoch 647 | loss: 0.0311343 | val_loss: 0.0311647 | Time: 1710.64 ms
[2021-01-04 09:33:10 main:574] : INFO : Epoch 648 | loss: 0.0311351 | val_loss: 0.0311594 | Time: 1798.65 ms
[2021-01-04 09:33:12 main:574] : INFO : Epoch 649 | loss: 0.0311368 | val_loss: 0.0311586 | Time: 1733.82 ms
[2021-01-04 09:33:13 main:574] : INFO : Epoch 650 | loss: 0.031134 | val_loss: 0.0311595 | Time: 1761.89 ms
[2021-01-04 09:33:15 main:574] : INFO : Epoch 651 | loss: 0.0311326 | val_loss: 0.0311601 | Time: 1678.73 ms
[2021-01-04 09:33:17 main:574] : INFO : Epoch 652 | loss: 0.0311334 | val_loss: 0.0311595 | Time: 1721.31 ms
[2021-01-04 09:33:18 main:574] : INFO : Epoch 653 | loss: 0.0311337 | val_loss: 0.03116 | Time: 1727.02 ms
[2021-01-04 09:33:20 main:574] : INFO : Epoch 654 | loss: 0.0311337 | val_loss: 0.03116 | Time: 1698.5 ms
[2021-01-04 09:33:22 main:574] : INFO : Epoch 655 | loss: 0.0311325 | val_loss: 0.0311598 | Time: 1699.62 ms
[2021-01-04 09:33:23 main:574] : INFO : Epoch 656 | loss: 0.0311311 | val_loss: 0.0311586 | Time: 1555.23 ms
[2021-01-04 09:33:25 main:574] : INFO : Epoch 657 | loss: 0.0311317 | val_loss: 0.0311566 | Time: 1588.92 ms
[2021-01-04 09:33:27 main:574] : INFO : Epoch 658 | loss: 0.0311324 | val_loss: 0.0311593 | Time: 1590.17 ms
[2021-01-04 09:33:28 main:574] : INFO : Epoch 659 | loss: 0.0311322 | val_loss: 0.0311592 | Time: 1591.8 ms
[2021-01-04 09:33:30 main:574] : INFO : Epoch 660 | loss: 0.0311314 | val_loss: 0.031158 | Time: 1591.8 ms
[2021-01-04 09:33:31 main:574] : INFO : Epoch 661 | loss: 0.0311318 | val_loss: 0.0311605 | Time: 1580.38 ms
[2021-01-04 09:33:33 main:574] : INFO : Epoch 662 | loss: 0.0311305 | val_loss: 0.0311579 | Time: 1540.67 ms
[2021-01-04 09:33:35 main:574] : INFO : Epoch 663 | loss: 0.0311315 | val_loss: 0.0311609 | Time: 1610.91 ms
[2021-01-04 09:33:36 main:574] : INFO : Epoch 664 | loss: 0.0311316 | val_loss: 0.0311571 | Time: 1545.29 ms
[2021-01-04 09:33:38 main:574] : INFO : Epoch 665 | loss: 0.031132 | val_loss: 0.0311588 | Time: 1465.8 ms
[2021-01-04 09:33:39 main:574] : INFO : Epoch 666 | loss: 0.0311318 | val_loss: 0.0311584 | Time: 1597.02 ms
[2021-01-04 09:33:41 main:574] : INFO : Epoch 667 | loss: 0.0311314 | val_loss: 0.0311576 | Time: 1565.32 ms
[2021-01-04 09:33:42 main:574] : INFO : Epoch 668 | loss: 0.0311307 | val_loss: 0.0311607 | Time: 1584.74 ms
[2021-01-04 09:33:44 main:574] : INFO : Epoch 669 | loss: 0.0311312 | val_loss: 0.0311582 | Time: 1540.19 ms
[2021-01-04 09:33:46 main:574] : INFO : Epoch 670 | loss: 0.0311321 | val_loss: 0.0311588 | Time: 1616.87 ms
[2021-01-04 09:33:47 main:574] : INFO : Epoch 671 | loss: 0.0311315 | val_loss: 0.0311602 | Time: 1604.63 ms
[2021-01-04 09:33:49 main:574] : INFO : Epoch 672 | loss: 0.0311321 | val_loss: 0.0311579 | Time: 1562.6 ms
[2021-01-04 09:33:50 main:574] : INFO : Epoch 673 | loss: 0.0311342 | val_loss: 0.0311616 | Time: 1491.56 ms
[2021-01-04 09:33:52 main:574] : INFO : Epoch 674 | loss: 0.031135 | val_loss: 0.0311594 | Time: 1669.28 ms
[2021-01-04 09:33:54 main:574] : INFO : Epoch 675 | loss: 0.0311341 | val_loss: 0.0311606 | Time: 1589.48 ms
[2021-01-04 09:33:55 main:574] : INFO : Epoch 676 | loss: 0.0311335 | val_loss: 0.0311641 | Time: 1540.7 ms
[2021-01-04 09:33:57 main:574] : INFO : Epoch 677 | loss: 0.0311346 | val_loss: 0.0311612 | Time: 1627.13 ms
[2021-01-04 09:33:58 main:574] : INFO : Epoch 678 | loss: 0.0311339 | val_loss: 0.0311591 | Time: 1523.46 ms
[2021-01-04 09:34:00 main:574] : INFO : Epoch 679 | loss: 0.0311332 | val_loss: 0.0311597 | Time: 1596.3 ms
[2021-01-04 09:34:02 main:574] : INFO : Epoch 680 | loss: 0.0311337 | val_loss: 0.0311566 | Time: 1571.5 ms
[2021-01-04 09:34:03 main:574] : INFO : Epoch 681 | loss: 0.0311321 | val_loss: 0.0311566 | Time: 1611 ms
[2021-01-04 09:34:05 main:574] : INFO : Epoch 682 | loss: 0.0311324 | val_loss: 0.0311587 | Time: 1733.34 ms
[2021-01-04 09:34:07 main:574] : INFO : Epoch 683 | loss: 0.031132 | val_loss: 0.0311587 | Time: 1732.02 ms
[2021-01-04 09:34:08 main:574] : INFO : Epoch 684 | loss: 0.0311309 | val_loss: 0.0311559 | Time: 1800.83 ms
[2021-01-04 09:34:10 main:574] : INFO : Epoch 685 | loss: 0.0311317 | val_loss: 0.0311569 | Time: 1755.05 ms
[2021-01-04 09:34:12 main:574] : INFO : Epoch 686 | loss: 0.031131 | val_loss: 0.0311609 | Time: 1811.34 ms
[2021-01-04 09:34:14 main:574] : INFO : Epoch 687 | loss: 0.0311315 | val_loss: 0.0311577 | Time: 1839.4 ms
[2021-01-04 09:34:16 main:574] : INFO : Epoch 688 | loss: 0.0311398 | val_loss: 0.0311571 | Time: 1773.07 ms
[2021-01-04 09:34:17 main:574] : INFO : Epoch 689 | loss: 0.0311409 | val_loss: 0.0311548 | Time: 1794.72 ms
[2021-01-04 09:34:19 main:574] : INFO : Epoch 690 | loss: 0.0311405 | val_loss: 0.0311633 | Time: 1754.66 ms
[2021-01-04 09:34:21 main:574] : INFO : Epoch 691 | loss: 0.0311418 | val_loss: 0.0311561 | Time: 1748.51 ms
[2021-01-04 09:34:33 main:574] : INFO : Epoch 692 | loss: 0.0311372 | val_loss: 0.0311555 | Time: 11769 ms
[2021-01-04 09:34:34 main:574] : INFO : Epoch 693 | loss: 0.0311383 | val_loss: 0.0311595 | Time: 1522.02 ms
[2021-01-04 09:34:36 main:574] : INFO : Epoch 694 | loss: 0.0311367 | val_loss: 0.0311562 | Time: 1477.71 ms
[2021-01-04 09:34:37 main:574] : INFO : Epoch 695 | loss: 0.0311389 | val_loss: 0.0311604 | Time: 1492.04 ms
[2021-01-04 09:34:39 main:574] : INFO : Epoch 696 | loss: 0.0311375 | val_loss: 0.0311623 | Time: 1479.4 ms
[2021-01-04 09:34:40 main:574] : INFO : Epoch 697 | loss: 0.0311372 | val_loss: 0.031156 | Time: 1524.32 ms
[2021-01-04 09:34:42 main:574] : INFO : Epoch 698 | loss: 0.0311349 | val_loss: 0.031158 | Time: 1554.49 ms
[2021-01-04 09:34:43 main:574] : INFO : Epoch 699 | loss: 0.0311345 | val_loss: 0.0311589 | Time: 1491.2 ms
[2021-01-04 09:34:45 main:574] : INFO : Epoch 700 | loss: 0.031135 | val_loss: 0.0311584 | Time: 1562.09 ms
[2021-01-04 09:34:47 main:574] : INFO : Epoch 701 | loss: 0.0311345 | val_loss: 0.0311612 | Time: 1582.31 ms
[2021-01-04 09:34:48 main:574] : INFO : Epoch 702 | loss: 0.0311331 | val_loss: 0.0311589 | Time: 1493.41 ms
[2021-01-04 09:34:50 main:574] : INFO : Epoch 703 | loss: 0.0311324 | val_loss: 0.0311588 | Time: 1551.79 ms
[2021-01-04 09:34:51 main:574] : INFO : Epoch 704 | loss: 0.031133 | val_loss: 0.0311588 | Time: 1557.98 ms
[2021-01-04 09:34:53 main:574] : INFO : Epoch 705 | loss: 0.0311337 | val_loss: 0.0311592 | Time: 1555.98 ms
[2021-01-04 09:34:54 main:574] : INFO : Epoch 706 | loss: 0.0311372 | val_loss: 0.0311618 | Time: 1561.73 ms
[2021-01-04 09:34:56 main:574] : INFO : Epoch 707 | loss: 0.0311365 | val_loss: 0.031161 | Time: 1570.32 ms
[2021-01-04 09:34:57 main:574] : INFO : Epoch 708 | loss: 0.0311355 | val_loss: 0.0311611 | Time: 1539.61 ms
[2021-01-04 09:34:59 main:574] : INFO : Epoch 709 | loss: 0.0311362 | val_loss: 0.0311617 | Time: 1557.08 ms
[2021-01-04 09:35:01 main:574] : INFO : Epoch 710 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 1599.65 ms
[2021-01-04 09:35:02 main:574] : INFO : Epoch 711 | loss: 0.0311472 | val_loss: 0.0311651 | Time: 1548.87 ms
[2021-01-04 09:35:04 main:574] : INFO : Epoch 712 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 1475.38 ms
[2021-01-04 09:35:05 main:574] : INFO : Epoch 713 | loss: 0.031146 | val_loss: 0.0311625 | Time: 1615.93 ms
[2021-01-04 09:35:07 main:574] : INFO : Epoch 714 | loss: 0.0311466 | val_loss: 0.0311639 | Time: 1703.46 ms
[2021-01-04 09:35:09 main:574] : INFO : Epoch 715 | loss: 0.0311468 | val_loss: 0.0311634 | Time: 1648.56 ms
[2021-01-04 09:35:10 main:574] : INFO : Epoch 716 | loss: 0.031146 | val_loss: 0.0311634 | Time: 1494.52 ms
[2021-01-04 09:35:12 main:574] : INFO : Epoch 717 | loss: 0.031144 | val_loss: 0.0311623 | Time: 1667.34 ms
[2021-01-04 09:35:14 main:574] : INFO : Epoch 718 | loss: 0.0311435 | val_loss: 0.0311631 | Time: 1629.81 ms
[2021-01-04 09:35:15 main:574] : INFO : Epoch 719 | loss: 0.0311441 | val_loss: 0.0311616 | Time: 1628.45 ms
[2021-01-04 09:35:17 main:574] : INFO : Epoch 720 | loss: 0.0311431 | val_loss: 0.0311605 | Time: 1711.46 ms
[2021-01-04 09:35:19 main:574] : INFO : Epoch 721 | loss: 0.0311429 | val_loss: 0.0311613 | Time: 1616.29 ms
[2021-01-04 09:35:20 main:574] : INFO : Epoch 722 | loss: 0.0311445 | val_loss: 0.031164 | Time: 1602.88 ms
[2021-01-04 09:35:22 main:574] : INFO : Epoch 723 | loss: 0.0311458 | val_loss: 0.031159 | Time: 1625.66 ms
[2021-01-04 09:35:23 main:574] : INFO : Epoch 724 | loss: 0.0311406 | val_loss: 0.0311596 | Time: 1504.14 ms
[2021-01-04 09:35:25 main:574] : INFO : Epoch 725 | loss: 0.0311415 | val_loss: 0.0311647 | Time: 1638.28 ms
[2021-01-04 09:35:26 main:574] : INFO : Epoch 726 | loss: 0.0311418 | val_loss: 0.0311611 | Time: 1520.35 ms
[2021-01-04 09:35:28 main:574] : INFO : Epoch 727 | loss: 0.0311409 | val_loss: 0.0311634 | Time: 1651.01 ms
[2021-01-04 09:35:30 main:574] : INFO : Epoch 728 | loss: 0.0311415 | val_loss: 0.0311599 | Time: 1667.04 ms
[2021-01-04 09:35:31 main:574] : INFO : Epoch 729 | loss: 0.0311401 | val_loss: 0.031159 | Time: 1663.11 ms
[2021-01-04 09:35:33 main:574] : INFO : Epoch 730 | loss: 0.031139 | val_loss: 0.0311632 | Time: 1594.38 ms
[2021-01-04 09:35:45 main:574] : INFO : Epoch 731 | loss: 0.0311442 | val_loss: 0.0311622 | Time: 11573.8 ms
[2021-01-04 09:35:46 main:574] : INFO : Epoch 732 | loss: 0.0311496 | val_loss: 0.0311623 | Time: 1486.21 ms
[2021-01-04 09:35:48 main:574] : INFO : Epoch 733 | loss: 0.0311422 | val_loss: 0.0311618 | Time: 1767.35 ms
[2021-01-04 09:35:50 main:574] : INFO : Epoch 734 | loss: 0.031141 | val_loss: 0.0311599 | Time: 1714.64 ms
[2021-01-04 09:35:51 main:574] : INFO : Epoch 735 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 1619.94 ms
[2021-01-04 09:35:53 main:574] : INFO : Epoch 736 | loss: 0.0311388 | val_loss: 0.031164 | Time: 1603.14 ms
[2021-01-04 09:35:55 main:574] : INFO : Epoch 737 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 1585.16 ms
[2021-01-04 09:35:56 main:574] : INFO : Epoch 738 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 1619.9 ms
[2021-01-04 09:35:58 main:574] : INFO : Epoch 739 | loss: 0.031139 | val_loss: 0.0311642 | Time: 1599.51 ms
[2021-01-04 09:36:00 main:574] : INFO : Epoch 740 | loss: 0.0311395 | val_loss: 0.0311612 | Time: 1794.02 ms
[2021-01-04 09:36:01 main:574] : INFO : Epoch 741 | loss: 0.0311418 | val_loss: 0.031162 | Time: 1589.26 ms
[2021-01-04 09:36:03 main:574] : INFO : Epoch 742 | loss: 0.0311427 | val_loss: 0.0311637 | Time: 1599.64 ms
[2021-01-04 09:36:04 main:574] : INFO : Epoch 743 | loss: 0.0311441 | val_loss: 0.0311622 | Time: 1642.35 ms
[2021-01-04 09:36:06 main:574] : INFO : Epoch 744 | loss: 0.0311454 | val_loss: 0.0311644 | Time: 1565.68 ms
[2021-01-04 09:36:08 main:574] : INFO : Epoch 745 | loss: 0.0311438 | val_loss: 0.0311608 | Time: 1579.94 ms
[2021-01-04 09:36:09 main:574] : INFO : Epoch 746 | loss: 0.0311417 | val_loss: 0.0311657 | Time: 1588.38 ms
[2021-01-04 09:36:11 main:574] : INFO : Epoch 747 | loss: 0.0311426 | val_loss: 0.0311614 | Time: 1654.14 ms
[2021-01-04 09:36:12 main:574] : INFO : Epoch 748 | loss: 0.03114 | val_loss: 0.0311601 | Time: 1576.1 ms
[2021-01-04 09:36:24 main:574] : INFO : Epoch 749 | loss: 0.0311394 | val_loss: 0.031161 | Time: 11645.3 ms
[2021-01-04 09:36:26 main:574] : INFO : Epoch 750 | loss: 0.0311396 | val_loss: 0.0311649 | Time: 1572.76 ms
[2021-01-04 09:36:27 main:574] : INFO : Epoch 751 | loss: 0.0311397 | val_loss: 0.0311617 | Time: 1521.88 ms
[2021-01-04 09:36:29 main:574] : INFO : Epoch 752 | loss: 0.0311394 | val_loss: 0.031166 | Time: 1530 ms
[2021-01-04 09:36:30 main:574] : INFO : Epoch 753 | loss: 0.0311403 | val_loss: 0.0311644 | Time: 1547.05 ms
[2021-01-04 09:36:32 main:574] : INFO : Epoch 754 | loss: 0.0311404 | val_loss: 0.0311631 | Time: 1559.34 ms
[2021-01-04 09:36:34 main:574] : INFO : Epoch 755 | loss: 0.0311397 | val_loss: 0.0311635 | Time: 1575.95 ms
[2021-01-04 09:36:35 main:574] : INFO : Epoch 756 | loss: 0.0311404 | val_loss: 0.0311624 | Time: 1740.88 ms
[2021-01-04 09:36:37 main:574] : INFO : Epoch 757 | loss: 0.0311384 | val_loss: 0.0311663 | Time: 1715.8 ms
[2021-01-04 09:36:39 main:574] : INFO : Epoch 758 | loss: 0.0311399 | val_loss: 0.0311631 | Time: 1729.31 ms
[2021-01-04 09:36:40 main:574] : INFO : Epoch 759 | loss: 0.0311388 | val_loss: 0.0311629 | Time: 1724.05 ms
[2021-01-04 09:36:42 main:574] : INFO : Epoch 760 | loss: 0.0311396 | val_loss: 0.0311622 | Time: 1647.66 ms
[2021-01-04 09:36:44 main:574] : INFO : Epoch 761 | loss: 0.0311404 | val_loss: 0.0311632 | Time: 1602.84 ms
[2021-01-04 09:36:56 main:574] : INFO : Epoch 762 | loss: 0.0311403 | val_loss: 0.0311646 | Time: 11799.2 ms
[2021-01-04 09:36:57 main:574] : INFO : Epoch 763 | loss: 0.0311393 | val_loss: 0.0311631 | Time: 1595.7 ms
[2021-01-04 09:36:59 main:574] : INFO : Epoch 764 | loss: 0.0311394 | val_loss: 0.0311655 | Time: 1631.9 ms
[2021-01-04 09:37:01 main:574] : INFO : Epoch 765 | loss: 0.0311401 | val_loss: 0.0311654 | Time: 1739.59 ms
[2021-01-04 09:37:02 main:574] : INFO : Epoch 766 | loss: 0.0311409 | val_loss: 0.031164 | Time: 1656.3 ms
[2021-01-04 09:37:04 main:574] : INFO : Epoch 767 | loss: 0.0311399 | val_loss: 0.0311597 | Time: 1700.41 ms
[2021-01-04 09:37:06 main:574] : INFO : Epoch 768 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 1695.4 ms
[2021-01-04 09:37:08 main:574] : INFO : Epoch 769 | loss: 0.031138 | val_loss: 0.031162 | Time: 1848.17 ms
[2021-01-04 09:37:09 main:574] : INFO : Epoch 770 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 1774.58 ms
[2021-01-04 09:37:11 main:574] : INFO : Epoch 771 | loss: 0.0311375 | val_loss: 0.0311662 | Time: 1885.58 ms
[2021-01-04 09:37:13 main:574] : INFO : Epoch 772 | loss: 0.0311404 | val_loss: 0.0311618 | Time: 1777.65 ms
[2021-01-04 09:37:15 main:574] : INFO : Epoch 773 | loss: 0.0311395 | val_loss: 0.0311666 | Time: 1748.41 ms
[2021-01-04 09:37:16 main:574] : INFO : Epoch 774 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 1670.55 ms
[2021-01-04 09:37:18 main:574] : INFO : Epoch 775 | loss: 0.0311422 | val_loss: 0.0311616 | Time: 1683.33 ms
[2021-01-04 09:37:20 main:574] : INFO : Epoch 776 | loss: 0.0311424 | val_loss: 0.0311614 | Time: 1693.42 ms
[2021-01-04 09:37:22 main:574] : INFO : Epoch 777 | loss: 0.0311421 | val_loss: 0.031164 | Time: 1770.16 ms
[2021-01-04 09:37:23 main:574] : INFO : Epoch 778 | loss: 0.0311425 | val_loss: 0.0311609 | Time: 1654.22 ms
[2021-01-04 09:37:25 main:574] : INFO : Epoch 779 | loss: 0.0311395 | val_loss: 0.0311607 | Time: 1793.62 ms
[2021-01-04 09:37:27 main:574] : INFO : Epoch 780 | loss: 0.0311392 | val_loss: 0.0311589 | Time: 1756.57 ms
[2021-01-04 09:37:29 main:574] : INFO : Epoch 781 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 1782.6 ms
[2021-01-04 09:37:30 main:574] : INFO : Epoch 782 | loss: 0.0311412 | val_loss: 0.0311602 | Time: 1712.32 ms
[2021-01-04 09:37:32 main:574] : INFO : Epoch 783 | loss: 0.0311431 | val_loss: 0.0311618 | Time: 1744.04 ms
[2021-01-04 09:37:34 main:574] : INFO : Epoch 784 | loss: 0.0311412 | val_loss: 0.0311612 | Time: 1734.96 ms
[2021-01-04 09:37:46 main:574] : INFO : Epoch 785 | loss: 0.0311388 | val_loss: 0.0311587 | Time: 11625.8 ms
[2021-01-04 09:37:47 main:574] : INFO : Epoch 786 | loss: 0.0311398 | val_loss: 0.0311596 | Time: 1479.85 ms
[2021-01-04 09:37:49 main:574] : INFO : Epoch 787 | loss: 0.0311379 | val_loss: 0.0311591 | Time: 1535.39 ms
[2021-01-04 09:37:50 main:574] : INFO : Epoch 788 | loss: 0.0311364 | val_loss: 0.0311597 | Time: 1565.95 ms
[2021-01-04 09:37:52 main:574] : INFO : Epoch 789 | loss: 0.0311367 | val_loss: 0.0311608 | Time: 1596.24 ms
[2021-01-04 09:37:53 main:574] : INFO : Epoch 790 | loss: 0.0311367 | val_loss: 0.0311623 | Time: 1546.2 ms
[2021-01-04 09:37:55 main:574] : INFO : Epoch 791 | loss: 0.0311382 | val_loss: 0.0311612 | Time: 1555.47 ms
[2021-01-04 09:37:56 main:574] : INFO : Epoch 792 | loss: 0.0311369 | val_loss: 0.031158 | Time: 1547.14 ms
[2021-01-04 09:37:58 main:574] : INFO : Epoch 793 | loss: 0.0311363 | val_loss: 0.0311588 | Time: 1475.91 ms
[2021-01-04 09:38:00 main:574] : INFO : Epoch 794 | loss: 0.0311354 | val_loss: 0.0311627 | Time: 1648.15 ms
[2021-01-04 09:38:01 main:574] : INFO : Epoch 795 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 1530.48 ms
[2021-01-04 09:38:03 main:574] : INFO : Epoch 796 | loss: 0.0311359 | val_loss: 0.0311596 | Time: 1566.26 ms
[2021-01-04 09:38:04 main:574] : INFO : Epoch 797 | loss: 0.0311361 | val_loss: 0.0311627 | Time: 1552.55 ms
[2021-01-04 09:38:06 main:574] : INFO : Epoch 798 | loss: 0.0311379 | val_loss: 0.0311611 | Time: 1585.69 ms
[2021-01-04 09:38:08 main:574] : INFO : Epoch 799 | loss: 0.0311387 | val_loss: 0.0311619 | Time: 1637.47 ms
[2021-01-04 09:38:09 main:574] : INFO : Epoch 800 | loss: 0.0311382 | val_loss: 0.0311653 | Time: 1633.2 ms
[2021-01-04 09:38:11 main:574] : INFO : Epoch 801 | loss: 0.0311377 | val_loss: 0.0311638 | Time: 1643.2 ms
[2021-01-04 09:38:12 main:574] : INFO : Epoch 802 | loss: 0.0311414 | val_loss: 0.0311605 | Time: 1584.9 ms
[2021-01-04 09:38:14 main:574] : INFO : Epoch 803 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 1657.85 ms
[2021-01-04 09:38:16 main:574] : INFO : Epoch 804 | loss: 0.0311361 | val_loss: 0.0311646 | Time: 1606.62 ms
[2021-01-04 09:38:17 main:574] : INFO : Epoch 805 | loss: 0.0311406 | val_loss: 0.0311612 | Time: 1572.97 ms
[2021-01-04 09:38:19 main:574] : INFO : Epoch 806 | loss: 0.0311386 | val_loss: 0.0311589 | Time: 1633.97 ms
[2021-01-04 09:38:21 main:574] : INFO : Epoch 807 | loss: 0.0311375 | val_loss: 0.0311642 | Time: 1578.57 ms
[2021-01-04 09:38:22 main:574] : INFO : Epoch 808 | loss: 0.0311364 | val_loss: 0.0311629 | Time: 1602.73 ms
[2021-01-04 09:38:24 main:574] : INFO : Epoch 809 | loss: 0.0311346 | val_loss: 0.0311623 | Time: 1596.21 ms
[2021-01-04 09:38:25 main:574] : INFO : Epoch 810 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 1650.69 ms
[2021-01-04 09:38:27 main:574] : INFO : Epoch 811 | loss: 0.031137 | val_loss: 0.0311597 | Time: 1573.18 ms
[2021-01-04 09:38:29 main:574] : INFO : Epoch 812 | loss: 0.0311354 | val_loss: 0.0311604 | Time: 1609.86 ms
[2021-01-04 09:38:30 main:574] : INFO : Epoch 813 | loss: 0.0311346 | val_loss: 0.0311588 | Time: 1586.66 ms
[2021-01-04 09:38:32 main:574] : INFO : Epoch 814 | loss: 0.0311348 | val_loss: 0.0311631 | Time: 1656.78 ms
[2021-01-04 09:38:33 main:574] : INFO : Epoch 815 | loss: 0.0311348 | val_loss: 0.0311657 | Time: 1567.6 ms
[2021-01-04 09:38:35 main:574] : INFO : Epoch 816 | loss: 0.0311345 | val_loss: 0.0311648 | Time: 1681.12 ms
[2021-01-04 09:38:37 main:574] : INFO : Epoch 817 | loss: 0.0311347 | val_loss: 0.0311623 | Time: 1582.9 ms
[2021-01-04 09:38:38 main:574] : INFO : Epoch 818 | loss: 0.0311366 | val_loss: 0.0311621 | Time: 1568.14 ms
[2021-01-04 09:38:40 main:574] : INFO : Epoch 819 | loss: 0.0311389 | val_loss: 0.0311622 | Time: 1593.58 ms
[2021-01-04 09:38:42 main:574] : INFO : Epoch 820 | loss: 0.0311388 | val_loss: 0.0311605 | Time: 1722.75 ms
[2021-01-04 09:38:43 main:574] : INFO : Epoch 821 | loss: 0.0311378 | val_loss: 0.0311604 | Time: 1731.48 ms
[2021-01-04 09:38:45 main:574] : INFO : Epoch 822 | loss: 0.031139 | val_loss: 0.0311694 | Time: 1695.89 ms
[2021-01-04 09:38:47 main:574] : INFO : Epoch 823 | loss: 0.031141 | val_loss: 0.0311615 | Time: 1734.21 ms
[2021-01-04 09:38:49 main:574] : INFO : Epoch 824 | loss: 0.0311394 | val_loss: 0.0311626 | Time: 1724.27 ms
[2021-01-04 09:38:50 main:574] : INFO : Epoch 825 | loss: 0.0311401 | val_loss: 0.0311592 | Time: 1721.85 ms
[2021-01-04 09:38:52 main:574] : INFO : Epoch 826 | loss: 0.0311402 | val_loss: 0.03116 | Time: 1666.58 ms
[2021-01-04 09:38:54 main:574] : INFO : Epoch 827 | loss: 0.0311408 | val_loss: 0.0311601 | Time: 1741.03 ms
[2021-01-04 09:38:55 main:574] : INFO : Epoch 828 | loss: 0.0311431 | val_loss: 0.0311611 | Time: 1703.8 ms
[2021-01-04 09:38:57 main:574] : INFO : Epoch 829 | loss: 0.0311409 | val_loss: 0.031161 | Time: 1718.6 ms
[2021-01-04 09:38:59 main:574] : INFO : Epoch 830 | loss: 0.0311407 | val_loss: 0.0311614 | Time: 1750.54 ms
[2021-01-04 09:39:01 main:574] : INFO : Epoch 831 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1765.84 ms
[2021-01-04 09:39:02 main:574] : INFO : Epoch 832 | loss: 0.0311383 | val_loss: 0.0311623 | Time: 1646.46 ms
[2021-01-04 09:39:04 main:574] : INFO : Epoch 833 | loss: 0.0311381 | val_loss: 0.0311608 | Time: 1740.47 ms
[2021-01-04 09:39:06 main:574] : INFO : Epoch 834 | loss: 0.0311374 | val_loss: 0.0311602 | Time: 1767.77 ms
[2021-01-04 09:39:08 main:574] : INFO : Epoch 835 | loss: 0.0311385 | val_loss: 0.0311617 | Time: 1748.99 ms
[2021-01-04 09:39:09 main:574] : INFO : Epoch 836 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 1770.98 ms
[2021-01-04 09:39:11 main:574] : INFO : Epoch 837 | loss: 0.0311384 | val_loss: 0.0311598 | Time: 1688.48 ms
[2021-01-04 09:39:13 main:574] : INFO : Epoch 838 | loss: 0.0311412 | val_loss: 0.0311645 | Time: 1741.4 ms
[2021-01-04 09:39:15 main:574] : INFO : Epoch 839 | loss: 0.0311408 | val_loss: 0.0311648 | Time: 1634.28 ms
[2021-01-04 09:39:16 main:574] : INFO : Epoch 840 | loss: 0.0311385 | val_loss: 0.0311598 | Time: 1579.39 ms
[2021-01-04 09:39:18 main:574] : INFO : Epoch 841 | loss: 0.0311389 | val_loss: 0.03116 | Time: 1578.88 ms
[2021-01-04 09:39:19 main:574] : INFO : Epoch 842 | loss: 0.0311372 | val_loss: 0.0311576 | Time: 1586.83 ms
[2021-01-04 09:39:21 main:574] : INFO : Epoch 843 | loss: 0.0311373 | val_loss: 0.0311634 | Time: 1511.79 ms
[2021-01-04 09:39:22 main:574] : INFO : Epoch 844 | loss: 0.0311372 | val_loss: 0.0311587 | Time: 1513.88 ms
[2021-01-04 09:39:24 main:574] : INFO : Epoch 845 | loss: 0.0311383 | val_loss: 0.0311598 | Time: 1477.73 ms
[2021-01-04 09:39:25 main:574] : INFO : Epoch 846 | loss: 0.0311379 | val_loss: 0.031161 | Time: 1545.92 ms
[2021-01-04 09:39:37 main:574] : INFO : Epoch 847 | loss: 0.0311389 | val_loss: 0.03116 | Time: 11621.4 ms
[2021-01-04 09:39:39 main:574] : INFO : Epoch 848 | loss: 0.0311376 | val_loss: 0.0311639 | Time: 1483.1 ms
[2021-01-04 09:39:40 main:574] : INFO : Epoch 849 | loss: 0.0311395 | val_loss: 0.031159 | Time: 1503.42 ms
[2021-01-04 09:39:42 main:574] : INFO : Epoch 850 | loss: 0.0311377 | val_loss: 0.0311627 | Time: 1476.03 ms
[2021-01-04 09:39:43 main:574] : INFO : Epoch 851 | loss: 0.0311381 | val_loss: 0.0311608 | Time: 1537.83 ms
[2021-01-04 09:39:45 main:574] : INFO : Epoch 852 | loss: 0.0311378 | val_loss: 0.0311605 | Time: 1551.32 ms
[2021-01-04 09:39:46 main:574] : INFO : Epoch 853 | loss: 0.0311371 | val_loss: 0.0311601 | Time: 1500.97 ms
[2021-01-04 09:39:48 main:574] : INFO : Epoch 854 | loss: 0.0311376 | val_loss: 0.0311587 | Time: 1603.33 ms
[2021-01-04 09:39:49 main:574] : INFO : Epoch 855 | loss: 0.0311379 | val_loss: 0.03116 | Time: 1572.59 ms
[2021-01-04 09:39:51 main:574] : INFO : Epoch 856 | loss: 0.0311379 | val_loss: 0.0311611 | Time: 1487.68 ms
[2021-01-04 09:39:52 main:574] : INFO : Epoch 857 | loss: 0.0311367 | val_loss: 0.0311603 | Time: 1538.17 ms
[2021-01-04 09:39:54 main:574] : INFO : Epoch 858 | loss: 0.0311373 | val_loss: 0.0311653 | Time: 1596.12 ms
[2021-01-04 09:39:56 main:574] : INFO : Epoch 859 | loss: 0.0311372 | val_loss: 0.0311616 | Time: 1497.06 ms
[2021-01-04 09:39:57 main:574] : INFO : Epoch 860 | loss: 0.0311365 | val_loss: 0.031164 | Time: 1580.14 ms
[2021-01-04 09:39:59 main:574] : INFO : Epoch 861 | loss: 0.0311381 | val_loss: 0.0311619 | Time: 1557.26 ms
[2021-01-04 09:40:00 main:574] : INFO : Epoch 862 | loss: 0.0311378 | val_loss: 0.0311595 | Time: 1574.59 ms
[2021-01-04 09:40:02 main:574] : INFO : Epoch 863 | loss: 0.0311385 | val_loss: 0.0311591 | Time: 1626.38 ms
[2021-01-04 09:40:04 main:574] : INFO : Epoch 864 | loss: 0.0311428 | val_loss: 0.0311614 | Time: 1584.51 ms
[2021-01-04 09:40:05 main:574] : INFO : Epoch 865 | loss: 0.0311436 | val_loss: 0.0311583 | Time: 1574.06 ms
[2021-01-04 09:40:07 main:574] : INFO : Epoch 866 | loss: 0.0311418 | val_loss: 0.031159 | Time: 1612.25 ms
[2021-01-04 09:40:08 main:574] : INFO : Epoch 867 | loss: 0.0311397 | val_loss: 0.0311648 | Time: 1568.05 ms
[2021-01-04 09:40:10 main:574] : INFO : Epoch 868 | loss: 0.0311391 | val_loss: 0.0311595 | Time: 1624.17 ms
[2021-01-04 09:40:12 main:574] : INFO : Epoch 869 | loss: 0.0311367 | val_loss: 0.0311596 | Time: 1546.06 ms
[2021-01-04 09:40:13 main:574] : INFO : Epoch 870 | loss: 0.0311375 | val_loss: 0.0311634 | Time: 1488.57 ms
[2021-01-04 09:40:15 main:574] : INFO : Epoch 871 | loss: 0.0311374 | val_loss: 0.0311594 | Time: 1610.59 ms
[2021-01-04 09:40:16 main:574] : INFO : Epoch 872 | loss: 0.0311368 | val_loss: 0.0311593 | Time: 1557.1 ms
[2021-01-04 09:40:18 main:574] : INFO : Epoch 873 | loss: 0.0311364 | val_loss: 0.0311575 | Time: 1574.82 ms
[2021-01-04 09:40:19 main:574] : INFO : Epoch 874 | loss: 0.0311365 | val_loss: 0.0311605 | Time: 1473.47 ms
[2021-01-04 09:40:21 main:574] : INFO : Epoch 875 | loss: 0.0311387 | val_loss: 0.0311616 | Time: 1606.76 ms
[2021-01-04 09:40:23 main:574] : INFO : Epoch 876 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 1601.92 ms
[2021-01-04 09:40:24 main:574] : INFO : Epoch 877 | loss: 0.0311344 | val_loss: 0.0311589 | Time: 1639.11 ms
[2021-01-04 09:40:26 main:574] : INFO : Epoch 878 | loss: 0.0311359 | val_loss: 0.0311618 | Time: 1582.32 ms
[2021-01-04 09:40:27 main:574] : INFO : Epoch 879 | loss: 0.0311383 | val_loss: 0.0311612 | Time: 1505.17 ms
[2021-01-04 09:40:29 main:574] : INFO : Epoch 880 | loss: 0.0311353 | val_loss: 0.0311623 | Time: 1571.21 ms
[2021-01-04 09:40:30 main:574] : INFO : Epoch 881 | loss: 0.0311351 | val_loss: 0.0311583 | Time: 1576.35 ms
[2021-01-04 09:40:32 main:574] : INFO : Epoch 882 | loss: 0.0311337 | val_loss: 0.0311599 | Time: 1577.13 ms
[2021-01-04 09:40:34 main:574] : INFO : Epoch 883 | loss: 0.0311342 | val_loss: 0.0311607 | Time: 1605.76 ms
[2021-01-04 09:40:35 main:574] : INFO : Epoch 884 | loss: 0.031135 | val_loss: 0.0311599 | Time: 1555.52 ms
[2021-01-04 09:40:37 main:574] : INFO : Epoch 885 | loss: 0.0311354 | val_loss: 0.0311619 | Time: 1565.99 ms
[2021-01-04 09:40:38 main:574] : INFO : Epoch 886 | loss: 0.0311359 | val_loss: 0.0311599 | Time: 1586.44 ms
[2021-01-04 09:40:40 main:574] : INFO : Epoch 887 | loss: 0.0311381 | val_loss: 0.0311616 | Time: 1648.81 ms
[2021-01-04 09:40:42 main:574] : INFO : Epoch 888 | loss: 0.0311397 | val_loss: 0.03116 | Time: 1554.85 ms
[2021-01-04 09:40:43 main:574] : INFO : Epoch 889 | loss: 0.0311366 | val_loss: 0.0311618 | Time: 1581.01 ms
[2021-01-04 09:40:45 main:574] : INFO : Epoch 890 | loss: 0.0311359 | val_loss: 0.0311607 | Time: 1595.34 ms
[2021-01-04 09:40:47 main:574] : INFO : Epoch 891 | loss: 0.0311349 | val_loss: 0.0311656 | Time: 1664.11 ms
[2021-01-04 09:40:58 main:574] : INFO : Epoch 892 | loss: 0.0311351 | val_loss: 0.0311613 | Time: 11636.3 ms
[2021-01-04 09:41:00 main:574] : INFO : Epoch 893 | loss: 0.0311353 | val_loss: 0.0311646 | Time: 1532.53 ms
[2021-01-04 09:41:01 main:574] : INFO : Epoch 894 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 1460.36 ms
[2021-01-04 09:41:03 main:574] : INFO : Epoch 895 | loss: 0.0311358 | val_loss: 0.031161 | Time: 1461.7 ms
[2021-01-04 09:41:04 main:574] : INFO : Epoch 896 | loss: 0.031138 | val_loss: 0.0311642 | Time: 1469.5 ms
[2021-01-04 09:41:06 main:574] : INFO : Epoch 897 | loss: 0.0311413 | val_loss: 0.0311676 | Time: 1486.61 ms
[2021-01-04 09:41:07 main:574] : INFO : Epoch 898 | loss: 0.0311464 | val_loss: 0.0311633 | Time: 1490.68 ms
[2021-01-04 09:41:09 main:574] : INFO : Epoch 899 | loss: 0.031142 | val_loss: 0.031164 | Time: 1551.13 ms
[2021-01-04 09:41:10 main:574] : INFO : Epoch 900 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 1592.06 ms
[2021-01-04 09:41:12 main:574] : INFO : Epoch 901 | loss: 0.0311384 | val_loss: 0.0311579 | Time: 1581.13 ms
[2021-01-04 09:41:13 main:574] : INFO : Epoch 902 | loss: 0.0311429 | val_loss: 0.0311609 | Time: 1523.47 ms
[2021-01-04 09:41:15 main:574] : INFO : Epoch 903 | loss: 0.0311413 | val_loss: 0.0311578 | Time: 1491.35 ms
[2021-01-04 09:41:17 main:574] : INFO : Epoch 904 | loss: 0.0311401 | val_loss: 0.0311604 | Time: 1531.61 ms
[2021-01-04 09:41:18 main:574] : INFO : Epoch 905 | loss: 0.0311417 | val_loss: 0.031167 | Time: 1488.59 ms
[2021-01-04 09:41:20 main:574] : INFO : Epoch 906 | loss: 0.0311407 | val_loss: 0.03116 | Time: 1568.3 ms
[2021-01-04 09:41:21 main:574] : INFO : Epoch 907 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 1566.01 ms
[2021-01-04 09:41:23 main:574] : INFO : Epoch 908 | loss: 0.031164 | val_loss: 0.0312097 | Time: 1437.87 ms
[2021-01-04 09:41:24 main:574] : INFO : Epoch 909 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 1617.37 ms
[2021-01-04 09:41:26 main:574] : INFO : Epoch 910 | loss: 0.0312001 | val_loss: 0.0312062 | Time: 1560.47 ms
[2021-01-04 09:41:27 main:574] : INFO : Epoch 911 | loss: 0.0311977 | val_loss: 0.0312037 | Time: 1513.42 ms
[2021-01-04 09:41:39 main:574] : INFO : Epoch 912 | loss: 0.0311951 | val_loss: 0.0312082 | Time: 11595.6 ms
[2021-01-04 09:41:40 main:574] : INFO : Epoch 913 | loss: 0.0311931 | val_loss: 0.0312062 | Time: 1418.33 ms
[2021-01-04 09:41:42 main:574] : INFO : Epoch 914 | loss: 0.0311913 | val_loss: 0.031202 | Time: 1476.33 ms
[2021-01-04 09:41:43 main:574] : INFO : Epoch 915 | loss: 0.0311903 | val_loss: 0.0312018 | Time: 1509.15 ms
[2021-01-04 09:41:45 main:574] : INFO : Epoch 916 | loss: 0.0311897 | val_loss: 0.0312014 | Time: 1523.62 ms
[2021-01-04 09:41:46 main:574] : INFO : Epoch 917 | loss: 0.0311908 | val_loss: 0.0312029 | Time: 1505.47 ms
[2021-01-04 09:41:48 main:574] : INFO : Epoch 918 | loss: 0.0311905 | val_loss: 0.0312016 | Time: 1543.3 ms
[2021-01-04 09:41:50 main:574] : INFO : Epoch 919 | loss: 0.0311893 | val_loss: 0.0312008 | Time: 1538.52 ms
[2021-01-04 09:41:51 main:574] : INFO : Epoch 920 | loss: 0.0311889 | val_loss: 0.0311994 | Time: 1549.08 ms
[2021-01-04 09:41:53 main:574] : INFO : Epoch 921 | loss: 0.0311872 | val_loss: 0.0312028 | Time: 1522.71 ms
[2021-01-04 09:41:54 main:574] : INFO : Epoch 922 | loss: 0.0311879 | val_loss: 0.0312044 | Time: 1616.73 ms
[2021-01-04 09:41:56 main:574] : INFO : Epoch 923 | loss: 0.0311891 | val_loss: 0.0312014 | Time: 1498.36 ms
[2021-01-04 09:41:57 main:574] : INFO : Epoch 924 | loss: 0.0311874 | val_loss: 0.0312016 | Time: 1625 ms
[2021-01-04 09:41:59 main:574] : INFO : Epoch 925 | loss: 0.0311879 | val_loss: 0.0312023 | Time: 1568.89 ms
[2021-01-04 09:42:01 main:574] : INFO : Epoch 926 | loss: 0.0311869 | val_loss: 0.031202 | Time: 1563.39 ms
[2021-01-04 09:42:02 main:574] : INFO : Epoch 927 | loss: 0.0311863 | val_loss: 0.0312069 | Time: 1539.22 ms
[2021-01-04 09:42:04 main:574] : INFO : Epoch 928 | loss: 0.0311886 | val_loss: 0.0312004 | Time: 1596.19 ms
[2021-01-04 09:42:05 main:574] : INFO : Epoch 929 | loss: 0.0311887 | val_loss: 0.0312012 | Time: 1524.94 ms
[2021-01-04 09:42:07 main:574] : INFO : Epoch 930 | loss: 0.0311872 | val_loss: 0.0311996 | Time: 1567.34 ms
[2021-01-04 09:42:08 main:574] : INFO : Epoch 931 | loss: 0.0311865 | val_loss: 0.0312002 | Time: 1567.55 ms
[2021-01-04 09:42:10 main:574] : INFO : Epoch 932 | loss: 0.0311856 | val_loss: 0.0312009 | Time: 1518.24 ms
[2021-01-04 09:42:11 main:574] : INFO : Epoch 933 | loss: 0.031185 | val_loss: 0.0312071 | Time: 1533.44 ms
[2021-01-04 09:42:13 main:574] : INFO : Epoch 934 | loss: 0.0311847 | val_loss: 0.0312007 | Time: 1510.99 ms
[2021-01-04 09:42:15 main:574] : INFO : Epoch 935 | loss: 0.0311845 | val_loss: 0.0312019 | Time: 1576.7 ms
[2021-01-04 09:42:16 main:574] : INFO : Epoch 936 | loss: 0.0311832 | val_loss: 0.031198 | Time: 1577.43 ms
[2021-01-04 09:42:18 main:574] : INFO : Epoch 937 | loss: 0.0311858 | val_loss: 0.0311987 | Time: 1511.38 ms
[2021-01-04 09:42:19 main:574] : INFO : Epoch 938 | loss: 0.031186 | val_loss: 0.0312006 | Time: 1591.54 ms
[2021-01-04 09:42:21 main:574] : INFO : Epoch 939 | loss: 0.0311872 | val_loss: 0.031199 | Time: 1637.89 ms
[2021-01-04 09:42:22 main:574] : INFO : Epoch 940 | loss: 0.0311882 | val_loss: 0.0312016 | Time: 1467.03 ms
[2021-01-04 09:42:24 main:574] : INFO : Epoch 941 | loss: 0.0311845 | val_loss: 0.0312008 | Time: 1575.09 ms
[2021-01-04 09:42:26 main:574] : INFO : Epoch 942 | loss: 0.0311879 | val_loss: 0.0311968 | Time: 1631.91 ms
[2021-01-04 09:42:27 main:574] : INFO : Epoch 943 | loss: 0.0311882 | val_loss: 0.0312031 | Time: 1612.46 ms
[2021-01-04 09:42:29 main:574] : INFO : Epoch 944 | loss: 0.0311842 | val_loss: 0.0311981 | Time: 1609.07 ms
[2021-01-04 09:42:30 main:574] : INFO : Epoch 945 | loss: 0.0311828 | val_loss: 0.0312005 | Time: 1484.4 ms
[2021-01-04 09:42:32 main:574] : INFO : Epoch 946 | loss: 0.0311822 | val_loss: 0.0311994 | Time: 1563.94 ms
[2021-01-04 09:42:34 main:574] : INFO : Epoch 947 | loss: 0.0311814 | val_loss: 0.031199 | Time: 1621.02 ms
[2021-01-04 09:42:35 main:574] : INFO : Epoch 948 | loss: 0.0311812 | val_loss: 0.0312021 | Time: 1642.52 ms
[2021-01-04 09:42:37 main:574] : INFO : Epoch 949 | loss: 0.0311808 | val_loss: 0.0311999 | Time: 1515.58 ms
[2021-01-04 09:42:38 main:574] : INFO : Epoch 950 | loss: 0.0311818 | val_loss: 0.0311977 | Time: 1547.85 ms
[2021-01-04 09:42:40 main:574] : INFO : Epoch 951 | loss: 0.0311813 | val_loss: 0.0312029 | Time: 1601.51 ms
[2021-01-04 09:42:42 main:574] : INFO : Epoch 952 | loss: 0.0311821 | val_loss: 0.0312002 | Time: 1592.17 ms
[2021-01-04 09:42:43 main:574] : INFO : Epoch 953 | loss: 0.0311811 | val_loss: 0.0311976 | Time: 1516.25 ms
[2021-01-04 09:42:45 main:574] : INFO : Epoch 954 | loss: 0.0311802 | val_loss: 0.0311976 | Time: 1560.39 ms
[2021-01-04 09:42:46 main:574] : INFO : Epoch 955 | loss: 0.0311802 | val_loss: 0.0312008 | Time: 1612.7 ms
[2021-01-04 09:42:48 main:574] : INFO : Epoch 956 | loss: 0.0311821 | val_loss: 0.0311982 | Time: 1750.69 ms
[2021-01-04 09:42:50 main:574] : INFO : Epoch 957 | loss: 0.0311809 | val_loss: 0.0311993 | Time: 1806.87 ms
[2021-01-04 09:42:52 main:574] : INFO : Epoch 958 | loss: 0.0311811 | val_loss: 0.0311977 | Time: 1783.46 ms
[2021-01-04 09:42:53 main:574] : INFO : Epoch 959 | loss: 0.0311827 | val_loss: 0.0312001 | Time: 1677.39 ms
[2021-01-04 09:42:55 main:574] : INFO : Epoch 960 | loss: 0.0311819 | val_loss: 0.0312009 | Time: 1766.09 ms
[2021-01-04 09:42:57 main:574] : INFO : Epoch 961 | loss: 0.0311828 | val_loss: 0.0311998 | Time: 1813.44 ms
[2021-01-04 09:42:59 main:574] : INFO : Epoch 962 | loss: 0.031183 | val_loss: 0.0312003 | Time: 1740.69 ms
[2021-01-04 09:43:00 main:574] : INFO : Epoch 963 | loss: 0.031182 | val_loss: 0.0311985 | Time: 1757.7 ms
[2021-01-04 09:43:02 main:574] : INFO : Epoch 964 | loss: 0.0311839 | val_loss: 0.0311999 | Time: 1723.22 ms
[2021-01-04 09:43:04 main:574] : INFO : Epoch 965 | loss: 0.0311813 | val_loss: 0.0311988 | Time: 1746.26 ms
[2021-01-04 09:43:06 main:574] : INFO : Epoch 966 | loss: 0.0311804 | val_loss: 0.0312021 | Time: 1768.59 ms
[2021-01-04 09:43:08 main:574] : INFO : Epoch 967 | loss: 0.0311825 | val_loss: 0.0312009 | Time: 1733.52 ms
[2021-01-04 09:43:09 main:574] : INFO : Epoch 968 | loss: 0.0311836 | val_loss: 0.0312009 | Time: 1734.13 ms
[2021-01-04 09:43:11 main:574] : INFO : Epoch 969 | loss: 0.0311837 | val_loss: 0.0312002 | Time: 1817.69 ms
[2021-01-04 09:43:13 main:574] : INFO : Epoch 970 | loss: 0.031184 | val_loss: 0.0312013 | Time: 1968.38 ms
[2021-01-04 09:43:15 main:574] : INFO : Epoch 971 | loss: 0.031182 | val_loss: 0.0312002 | Time: 1953.26 ms
[2021-01-04 09:43:17 main:574] : INFO : Epoch 972 | loss: 0.0311818 | val_loss: 0.0312006 | Time: 2006.42 ms
[2021-01-04 09:43:19 main:574] : INFO : Epoch 973 | loss: 0.0311877 | val_loss: 0.0312108 | Time: 1984.07 ms
[2021-01-04 09:43:21 main:574] : INFO : Epoch 974 | loss: 0.0311914 | val_loss: 0.0312077 | Time: 1939.26 ms
[2021-01-04 09:43:23 main:574] : INFO : Epoch 975 | loss: 0.0311919 | val_loss: 0.0311989 | Time: 1926.28 ms
[2021-01-04 09:43:25 main:574] : INFO : Epoch 976 | loss: 0.0311863 | val_loss: 0.0312016 | Time: 1867.4 ms
[2021-01-04 09:43:27 main:574] : INFO : Epoch 977 | loss: 0.0311859 | val_loss: 0.0311988 | Time: 1780.8 ms
[2021-01-04 09:43:28 main:574] : INFO : Epoch 978 | loss: 0.0311835 | val_loss: 0.0311996 | Time: 1552.55 ms
[2021-01-04 09:43:40 main:574] : INFO : Epoch 979 | loss: 0.0311831 | val_loss: 0.0311985 | Time: 11700.7 ms
[2021-01-04 09:43:41 main:574] : INFO : Epoch 980 | loss: 0.0311822 | val_loss: 0.0311976 | Time: 1452.66 ms
[2021-01-04 09:43:43 main:574] : INFO : Epoch 981 | loss: 0.0311807 | val_loss: 0.0311979 | Time: 1506.28 ms
[2021-01-04 09:43:44 main:574] : INFO : Epoch 982 | loss: 0.0311815 | val_loss: 0.0311977 | Time: 1510.93 ms
[2021-01-04 09:43:46 main:574] : INFO : Epoch 983 | loss: 0.031182 | val_loss: 0.0311989 | Time: 1524.85 ms
[2021-01-04 09:43:47 main:574] : INFO : Epoch 984 | loss: 0.0311828 | val_loss: 0.0311976 | Time: 1424.63 ms
[2021-01-04 09:43:49 main:574] : INFO : Epoch 985 | loss: 0.0311825 | val_loss: 0.0311995 | Time: 1553.19 ms
[2021-01-04 09:43:51 main:574] : INFO : Epoch 986 | loss: 0.03118 | val_loss: 0.0311986 | Time: 1557.69 ms
[2021-01-04 09:43:52 main:574] : INFO : Epoch 987 | loss: 0.0311803 | val_loss: 0.0311998 | Time: 1517.72 ms
[2021-01-04 09:43:54 main:574] : INFO : Epoch 988 | loss: 0.0311811 | val_loss: 0.0311996 | Time: 1542.41 ms
[2021-01-04 09:43:55 main:574] : INFO : Epoch 989 | loss: 0.031183 | val_loss: 0.0311999 | Time: 1619.51 ms
[2021-01-04 09:43:57 main:574] : INFO : Epoch 990 | loss: 0.031183 | val_loss: 0.0311984 | Time: 1682.7 ms
[2021-01-04 09:43:59 main:574] : INFO : Epoch 991 | loss: 0.0311823 | val_loss: 0.0311993 | Time: 1604.22 ms
[2021-01-04 09:44:00 main:574] : INFO : Epoch 992 | loss: 0.0311836 | val_loss: 0.0312005 | Time: 1594.25 ms
[2021-01-04 09:44:02 main:574] : INFO : Epoch 993 | loss: 0.0311811 | val_loss: 0.0311946 | Time: 1595.84 ms
[2021-01-04 09:44:03 main:574] : INFO : Epoch 994 | loss: 0.0311792 | val_loss: 0.0311929 | Time: 1501.47 ms
[2021-01-04 09:44:05 main:574] : INFO : Epoch 995 | loss: 0.0311821 | val_loss: 0.0311944 | Time: 1631.73 ms
[2021-01-04 09:44:07 main:574] : INFO : Epoch 996 | loss: 0.031181 | val_loss: 0.0311966 | Time: 1620.67 ms
[2021-01-04 09:44:08 main:574] : INFO : Epoch 997 | loss: 0.0311812 | val_loss: 0.0311935 | Time: 1545.32 ms
[2021-01-04 09:44:10 main:574] : INFO : Epoch 998 | loss: 0.0311802 | val_loss: 0.0311982 | Time: 1531.79 ms
[2021-01-04 09:44:11 main:574] : INFO : Epoch 999 | loss: 0.0311799 | val_loss: 0.0311933 | Time: 1599.01 ms
[2021-01-04 09:44:13 main:574] : INFO : Epoch 1000 | loss: 0.0311794 | val_loss: 0.0311917 | Time: 1642.62 ms
[2021-01-04 09:44:14 main:574] : INFO : Epoch 1001 | loss: 0.0311779 | val_loss: 0.0311913 | Time: 1503.53 ms
[2021-01-04 09:44:16 main:574] : INFO : Epoch 1002 | loss: 0.0311793 | val_loss: 0.0311921 | Time: 1590.31 ms
[2021-01-04 09:44:18 main:574] : INFO : Epoch 1003 | loss: 0.0311878 | val_loss: 0.0311984 | Time: 1556.24 ms
[2021-01-04 09:44:19 main:574] : INFO : Epoch 1004 | loss: 0.0311859 | val_loss: 0.0311928 | Time: 1518.6 ms
[2021-01-04 09:44:41 main:574] : INFO : Epoch 1005 | loss: 0.0311855 | val_loss: 0.0312024 | Time: 21624.8 ms
[2021-01-04 09:44:42 main:574] : INFO : Epoch 1006 | loss: 0.0311854 | val_loss: 0.0311982 | Time: 1497.05 ms
[2021-01-04 09:44:44 main:574] : INFO : Epoch 1007 | loss: 0.0311827 | val_loss: 0.0311955 | Time: 1429.94 ms
[2021-01-04 09:44:45 main:574] : INFO : Epoch 1008 | loss: 0.0311801 | val_loss: 0.031193 | Time: 1552.74 ms
[2021-01-04 09:44:47 main:574] : INFO : Epoch 1009 | loss: 0.0311789 | val_loss: 0.0311946 | Time: 1463.95 ms
[2021-01-04 09:44:48 main:574] : INFO : Epoch 1010 | loss: 0.0311785 | val_loss: 0.0311982 | Time: 1476.43 ms
[2021-01-04 09:44:50 main:574] : INFO : Epoch 1011 | loss: 0.0311811 | val_loss: 0.0311927 | Time: 1518.04 ms
[2021-01-04 09:44:51 main:574] : INFO : Epoch 1012 | loss: 0.0311799 | val_loss: 0.0311914 | Time: 1518.32 ms
[2021-01-04 09:44:53 main:574] : INFO : Epoch 1013 | loss: 0.0311782 | val_loss: 0.0311929 | Time: 1512.08 ms
[2021-01-04 09:44:54 main:574] : INFO : Epoch 1014 | loss: 0.0311805 | val_loss: 0.0311921 | Time: 1629.2 ms
[2021-01-04 09:44:56 main:574] : INFO : Epoch 1015 | loss: 0.0311787 | val_loss: 0.0311934 | Time: 1619.7 ms
[2021-01-04 09:44:58 main:574] : INFO : Epoch 1016 | loss: 0.0311781 | val_loss: 0.0311925 | Time: 1528.69 ms
[2021-01-04 09:44:59 main:574] : INFO : Epoch 1017 | loss: 0.0311783 | val_loss: 0.0311939 | Time: 1517.39 ms
[2021-01-04 09:45:01 main:574] : INFO : Epoch 1018 | loss: 0.0311796 | val_loss: 0.0311934 | Time: 1592.15 ms
[2021-01-04 09:45:02 main:574] : INFO : Epoch 1019 | loss: 0.0311776 | val_loss: 0.0311925 | Time: 1570.64 ms
[2021-01-04 09:45:04 main:574] : INFO : Epoch 1020 | loss: 0.0311781 | val_loss: 0.0311904 | Time: 1535.2 ms
[2021-01-04 09:45:05 main:574] : INFO : Epoch 1021 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 1514.08 ms
[2021-01-04 09:45:07 main:574] : INFO : Epoch 1022 | loss: 0.0311773 | val_loss: 0.0311906 | Time: 1549.32 ms
[2021-01-04 09:45:09 main:574] : INFO : Epoch 1023 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 1555.24 ms
[2021-01-04 09:45:10 main:574] : INFO : Epoch 1024 | loss: 0.0311767 | val_loss: 0.0311932 | Time: 1630.07 ms
[2021-01-04 09:45:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311932
[2021-01-04 09:45:10 main:603] : INFO : Saving end state to config to file
[2021-01-04 09:45:10 main:608] : INFO : Success, exiting..
09:45:10 (88296): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)