Task 3454655
| Name | ParityMachine-1605152340-1555-10_3 |
| Workunit | 1567824 |
| Created | 28 Dec 2020, 20:54:19 UTC |
| Sent | 28 Dec 2020, 21:42:08 UTC |
| Report deadline | 4 Jan 2021, 21:42:08 UTC |
| Received | 28 Dec 2020, 22:46:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3875 |
| Run time | 26 min 21 sec |
| CPU time | 25 min 57 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,441.02 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0311382 | val_loss: 0.0311629 | Time: 1546.05 ms [2020-12-28 17:04:49 main:574] : INFO : Epoch 515 | loss: 0.03114 | val_loss: 0.0311633 | Time: 1616.29 ms [2020-12-28 17:04:51 main:574] : INFO : Epoch 516 | loss: 0.0311385 | val_loss: 0.031165 | Time: 1493.31 ms [2020-12-28 17:04:52 main:574] : INFO : Epoch 517 | loss: 0.0311379 | val_loss: 0.0311608 | Time: 1558.17 ms [2020-12-28 17:04:54 main:574] : INFO : Epoch 518 | loss: 0.031139 | val_loss: 0.031165 | Time: 1497.09 ms [2020-12-28 17:04:56 main:574] : INFO : Epoch 519 | loss: 0.0311398 | val_loss: 0.0311639 | Time: 1566.68 ms [2020-12-28 17:04:57 main:574] : INFO : Epoch 520 | loss: 0.031141 | val_loss: 0.0311632 | Time: 1540.27 ms [2020-12-28 17:04:59 main:574] : INFO : Epoch 521 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 1585.22 ms [2020-12-28 17:05:00 main:574] : INFO : Epoch 522 | loss: 0.0311426 | val_loss: 0.0311645 | Time: 1480.82 ms [2020-12-28 17:05:02 main:574] : INFO : Epoch 523 | loss: 0.0311437 | val_loss: 0.0311653 | Time: 1546.54 ms [2020-12-28 17:05:03 main:574] : INFO : Epoch 524 | loss: 0.0311421 | val_loss: 0.0311617 | Time: 1528.22 ms [2020-12-28 17:05:05 main:574] : INFO : Epoch 525 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 1421.96 ms [2020-12-28 17:05:06 main:574] : INFO : Epoch 526 | loss: 0.0311413 | val_loss: 0.0311669 | Time: 1576.16 ms [2020-12-28 17:05:08 main:574] : INFO : Epoch 527 | loss: 0.0311454 | val_loss: 0.031166 | Time: 1569.9 ms [2020-12-28 17:05:09 main:574] : INFO : Epoch 528 | loss: 0.0311391 | val_loss: 0.0311593 | Time: 1529.96 ms [2020-12-28 17:05:11 main:574] : INFO : Epoch 529 | loss: 0.0311392 | val_loss: 0.0311584 | Time: 1457.7 ms [2020-12-28 17:05:12 main:574] : INFO : Epoch 530 | loss: 0.0311404 | val_loss: 0.0311595 | Time: 1584.26 ms [2020-12-28 17:05:14 main:574] : INFO : Epoch 531 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 1458.52 ms [2020-12-28 17:05:15 main:574] : INFO : Epoch 532 | loss: 0.0311463 | val_loss: 0.0311696 | Time: 1529.86 ms [2020-12-28 17:05:17 main:574] : INFO : Epoch 533 | loss: 0.0311432 | val_loss: 0.031159 | Time: 1481.72 ms [2020-12-28 17:05:18 main:574] : INFO : Epoch 534 | loss: 0.0311414 | val_loss: 0.0311643 | Time: 1539.97 ms [2020-12-28 17:05:20 main:574] : INFO : Epoch 535 | loss: 0.0311421 | val_loss: 0.0311597 | Time: 1463.47 ms [2020-12-28 17:05:21 main:574] : INFO : Epoch 536 | loss: 0.0311398 | val_loss: 0.0311611 | Time: 1460.77 ms [2020-12-28 17:05:23 main:574] : INFO : Epoch 537 | loss: 0.0311408 | val_loss: 0.0311629 | Time: 1503.42 ms [2020-12-28 17:05:24 main:574] : INFO : Epoch 538 | loss: 0.0311401 | val_loss: 0.0311629 | Time: 1503.36 ms [2020-12-28 17:05:26 main:574] : INFO : Epoch 539 | loss: 0.0311423 | val_loss: 0.0311592 | Time: 1558.14 ms [2020-12-28 17:05:27 main:574] : INFO : Epoch 540 | loss: 0.0311433 | val_loss: 0.0311685 | Time: 1487.22 ms [2020-12-28 17:05:29 main:574] : INFO : Epoch 541 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 1663 ms [2020-12-28 17:05:31 main:574] : INFO : Epoch 542 | loss: 0.0311572 | val_loss: 0.0311744 | Time: 1541.47 ms [2020-12-28 17:05:32 main:574] : INFO : Epoch 543 | loss: 0.0311466 | val_loss: 0.0311628 | Time: 1535.21 ms [2020-12-28 17:05:34 main:574] : INFO : Epoch 544 | loss: 0.0311413 | val_loss: 0.0311611 | Time: 1543.31 ms [2020-12-28 17:05:35 main:574] : INFO : Epoch 545 | loss: 0.031141 | val_loss: 0.0311646 | Time: 1589.44 ms [2020-12-28 17:05:37 main:574] : INFO : Epoch 546 | loss: 0.0311478 | val_loss: 0.0311746 | Time: 1546.19 ms [2020-12-28 17:05:38 main:574] : INFO : Epoch 547 | loss: 0.0311504 | val_loss: 0.0311612 | Time: 1541.32 ms [2020-12-28 17:05:40 main:574] : INFO : Epoch 548 | loss: 0.0311449 | val_loss: 0.0311624 | Time: 1498.17 ms [2020-12-28 17:05:41 main:574] : INFO : Epoch 549 | loss: 0.0311461 | val_loss: 0.0311673 | Time: 1495.58 ms [2020-12-28 17:05:43 main:574] : INFO : Epoch 550 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 1607.55 ms [2020-12-28 17:05:45 main:574] : INFO : Epoch 551 | loss: 0.0311425 | val_loss: 0.0311644 | Time: 1467.43 ms [2020-12-28 17:05:46 main:574] : INFO : Epoch 552 | loss: 0.031145 | val_loss: 0.0311597 | Time: 1577.92 ms [2020-12-28 17:05:48 main:574] : INFO : Epoch 553 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 1450.66 ms [2020-12-28 17:05:49 main:574] : INFO : Epoch 554 | loss: 0.0311434 | val_loss: 0.03116 | Time: 1551.37 ms [2020-12-28 17:05:51 main:574] : INFO : Epoch 555 | loss: 0.0311423 | val_loss: 0.0311605 | Time: 1480.96 ms [2020-12-28 17:05:52 main:574] : INFO : Epoch 556 | loss: 0.0311418 | val_loss: 0.0311661 | Time: 1459.29 ms [2020-12-28 17:05:54 main:574] : INFO : Epoch 557 | loss: 0.0311401 | val_loss: 0.0311608 | Time: 1460.98 ms [2020-12-28 17:05:55 main:574] : INFO : Epoch 558 | loss: 0.0311449 | val_loss: 0.0311631 | Time: 1482.97 ms [2020-12-28 17:05:57 main:574] : INFO : Epoch 559 | loss: 0.0311507 | val_loss: 0.0311731 | Time: 1541.27 ms [2020-12-28 17:05:58 main:574] : INFO : Epoch 560 | loss: 0.0311477 | val_loss: 0.0311622 | Time: 1460 ms [2020-12-28 17:06:00 main:574] : INFO : Epoch 561 | loss: 0.0311453 | val_loss: 0.0311651 | Time: 1547.81 ms [2020-12-28 17:06:01 main:574] : INFO : Epoch 562 | loss: 0.0311465 | val_loss: 0.0311643 | Time: 1446.85 ms [2020-12-28 17:06:03 main:574] : INFO : Epoch 563 | loss: 0.0311451 | val_loss: 0.0311638 | Time: 1611.57 ms [2020-12-28 17:06:04 main:574] : INFO : Epoch 564 | loss: 0.0311457 | val_loss: 0.0311638 | Time: 1473.46 ms [2020-12-28 17:06:06 main:574] : INFO : Epoch 565 | loss: 0.0311414 | val_loss: 0.0311613 | Time: 1521.36 ms [2020-12-28 17:06:07 main:574] : INFO : Epoch 566 | loss: 0.0311421 | val_loss: 0.0311605 | Time: 1456.93 ms [2020-12-28 17:06:09 main:574] : INFO : Epoch 567 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 1518.59 ms [2020-12-28 17:06:10 main:574] : INFO : Epoch 568 | loss: 0.031142 | val_loss: 0.0311688 | Time: 1585.89 ms [2020-12-28 17:06:12 main:574] : INFO : Epoch 569 | loss: 0.0311433 | val_loss: 0.0311613 | Time: 1484.07 ms [2020-12-28 17:06:13 main:574] : INFO : Epoch 570 | loss: 0.0311416 | val_loss: 0.0311594 | Time: 1593.38 ms [2020-12-28 17:06:15 main:574] : INFO : Epoch 571 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 1521.72 ms [2020-12-28 17:06:16 main:574] : INFO : Epoch 572 | loss: 0.0311452 | val_loss: 0.0311622 | Time: 1531.34 ms [2020-12-28 17:06:18 main:574] : INFO : Epoch 573 | loss: 0.0311427 | val_loss: 0.0311616 | Time: 1451.29 ms [2020-12-28 17:06:20 main:574] : INFO : Epoch 574 | loss: 0.0311425 | val_loss: 0.0311555 | Time: 1572.35 ms [2020-12-28 17:06:21 main:574] : INFO : Epoch 575 | loss: 0.0311442 | val_loss: 0.0311586 | Time: 1486.03 ms [2020-12-28 17:06:23 main:574] : INFO : Epoch 576 | loss: 0.0311443 | val_loss: 0.0311629 | Time: 1578.93 ms [2020-12-28 17:06:24 main:574] : INFO : Epoch 577 | loss: 0.031143 | val_loss: 0.0311617 | Time: 1481.71 ms [2020-12-28 17:06:26 main:574] : INFO : Epoch 578 | loss: 0.0311505 | val_loss: 0.0311858 | Time: 1548.45 ms [2020-12-28 17:06:27 main:574] : INFO : Epoch 579 | loss: 0.0311504 | val_loss: 0.0311682 | Time: 1453.98 ms [2020-12-28 17:06:29 main:574] : INFO : Epoch 580 | loss: 0.0311475 | val_loss: 0.0311647 | Time: 1530.78 ms [2020-12-28 17:06:30 main:574] : INFO : Epoch 581 | loss: 0.0311426 | val_loss: 0.0311624 | Time: 1531.11 ms [2020-12-28 17:06:32 main:574] : INFO : Epoch 582 | loss: 0.0311423 | val_loss: 0.0311628 | Time: 1451.48 ms [2020-12-28 17:06:33 main:574] : INFO : Epoch 583 | loss: 0.0311439 | val_loss: 0.0311564 | Time: 1553.68 ms [2020-12-28 17:06:35 main:574] : INFO : Epoch 584 | loss: 0.0311434 | val_loss: 0.0311594 | Time: 1544.62 ms [2020-12-28 17:06:36 main:574] : INFO : Epoch 585 | loss: 0.0311438 | val_loss: 0.031159 | Time: 1589.65 ms [2020-12-28 17:06:38 main:574] : INFO : Epoch 586 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 1413.07 ms [2020-12-28 17:06:39 main:574] : INFO : Epoch 587 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1507.12 ms [2020-12-28 17:06:41 main:574] : INFO : Epoch 588 | loss: 0.031145 | val_loss: 0.0311579 | Time: 1499.36 ms [2020-12-28 17:06:42 main:574] : INFO : Epoch 589 | loss: 0.0311421 | val_loss: 0.0311598 | Time: 1598.05 ms [2020-12-28 17:06:44 main:574] : INFO : Epoch 590 | loss: 0.0311433 | val_loss: 0.03116 | Time: 1434.25 ms [2020-12-28 17:06:45 main:574] : INFO : Epoch 591 | loss: 0.0311435 | val_loss: 0.0311654 | Time: 1488.33 ms [2020-12-28 17:06:47 main:574] : INFO : Epoch 592 | loss: 0.0311416 | val_loss: 0.0311574 | Time: 1510.04 ms [2020-12-28 17:06:48 main:574] : INFO : Epoch 593 | loss: 0.0311412 | val_loss: 0.0311635 | Time: 1535.2 ms [2020-12-28 17:06:50 main:574] : INFO : Epoch 594 | loss: 0.0311396 | val_loss: 0.0311599 | Time: 1511.19 ms [2020-12-28 17:06:51 main:574] : INFO : Epoch 595 | loss: 0.0311412 | val_loss: 0.0311659 | Time: 1465.41 ms [2020-12-28 17:06:53 main:574] : INFO : Epoch 596 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 1578.05 ms [2020-12-28 17:06:54 main:574] : INFO : Epoch 597 | loss: 0.0311393 | val_loss: 0.0311584 | Time: 1424.87 ms [2020-12-28 17:06:56 main:574] : INFO : Epoch 598 | loss: 0.0311401 | val_loss: 0.0311672 | Time: 1630.3 ms [2020-12-28 17:06:58 main:574] : INFO : Epoch 599 | loss: 0.0311418 | val_loss: 0.0311575 | Time: 1499.95 ms [2020-12-28 17:06:59 main:574] : INFO : Epoch 600 | loss: 0.0311406 | val_loss: 0.0311601 | Time: 1550.28 ms [2020-12-28 17:07:01 main:574] : INFO : Epoch 601 | loss: 0.0311396 | val_loss: 0.0311604 | Time: 1542.28 ms [2020-12-28 17:07:02 main:574] : INFO : Epoch 602 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 1591.2 ms [2020-12-28 17:07:04 main:574] : INFO : Epoch 603 | loss: 0.0311413 | val_loss: 0.0311634 | Time: 1505.45 ms [2020-12-28 17:07:05 main:574] : INFO : Epoch 604 | loss: 0.0311426 | val_loss: 0.0311603 | Time: 1453.28 ms [2020-12-28 17:07:07 main:574] : INFO : Epoch 605 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 1591.89 ms [2020-12-28 17:07:08 main:574] : INFO : Epoch 606 | loss: 0.0311411 | val_loss: 0.0311637 | Time: 1643.62 ms [2020-12-28 17:07:10 main:574] : INFO : Epoch 607 | loss: 0.0311417 | val_loss: 0.031162 | Time: 1603.27 ms [2020-12-28 17:07:12 main:574] : INFO : Epoch 608 | loss: 0.0311413 | val_loss: 0.031168 | Time: 1499.05 ms [2020-12-28 17:07:13 main:574] : INFO : Epoch 609 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 1681.28 ms [2020-12-28 17:07:15 main:574] : INFO : Epoch 610 | loss: 0.0311396 | val_loss: 0.0311598 | Time: 1558.37 ms [2020-12-28 17:07:16 main:574] : INFO : Epoch 611 | loss: 0.0311387 | val_loss: 0.0311649 | Time: 1597.19 ms [2020-12-28 17:07:18 main:574] : INFO : Epoch 612 | loss: 0.0311386 | val_loss: 0.0311605 | Time: 1538.41 ms [2020-12-28 17:07:20 main:574] : INFO : Epoch 613 | loss: 0.0311392 | val_loss: 0.0311586 | Time: 1525.81 ms [2020-12-28 17:07:21 main:574] : INFO : Epoch 614 | loss: 0.031138 | val_loss: 0.0311589 | Time: 1497.89 ms [2020-12-28 17:07:23 main:574] : INFO : Epoch 615 | loss: 0.0311381 | val_loss: 0.0311563 | Time: 1563.76 ms [2020-12-28 17:07:24 main:574] : INFO : Epoch 616 | loss: 0.0311421 | val_loss: 0.0311626 | Time: 1473.18 ms [2020-12-28 17:07:26 main:574] : INFO : Epoch 617 | loss: 0.0311449 | val_loss: 0.0311637 | Time: 1483.95 ms [2020-12-28 17:07:27 main:574] : INFO : Epoch 618 | loss: 0.0311386 | val_loss: 0.0311571 | Time: 1584.47 ms [2020-12-28 17:07:29 main:574] : INFO : Epoch 619 | loss: 0.0311392 | val_loss: 0.0311592 | Time: 1547.38 ms [2020-12-28 17:07:30 main:574] : INFO : Epoch 620 | loss: 0.0311399 | val_loss: 0.0311567 | Time: 1567.46 ms [2020-12-28 17:07:32 main:574] : INFO : Epoch 621 | loss: 0.0311383 | val_loss: 0.0311586 | Time: 1441.22 ms [2020-12-28 17:07:33 main:574] : INFO : Epoch 622 | loss: 0.0311371 | val_loss: 0.0311558 | Time: 1564.28 ms [2020-12-28 17:07:35 main:574] : INFO : Epoch 623 | loss: 0.031141 | val_loss: 0.0311715 | Time: 1527.44 ms [2020-12-28 17:07:36 main:574] : INFO : Epoch 624 | loss: 0.0311447 | val_loss: 0.0311651 | Time: 1613.6 ms [2020-12-28 17:07:38 main:574] : INFO : Epoch 625 | loss: 0.0311424 | val_loss: 0.0311579 | Time: 1503.67 ms [2020-12-28 17:07:40 main:574] : INFO : Epoch 626 | loss: 0.031141 | val_loss: 0.031161 | Time: 1597.37 ms [2020-12-28 17:07:41 main:574] : INFO : Epoch 627 | loss: 0.0311436 | val_loss: 0.0311606 | Time: 1505.97 ms [2020-12-28 17:07:43 main:574] : INFO : Epoch 628 | loss: 0.0311445 | val_loss: 0.0311641 | Time: 1534.26 ms [2020-12-28 17:07:44 main:574] : INFO : Epoch 629 | loss: 0.0311416 | val_loss: 0.0311586 | Time: 1467.2 ms [2020-12-28 17:07:46 main:574] : INFO : Epoch 630 | loss: 0.0311385 | val_loss: 0.0311583 | Time: 1490.29 ms [2020-12-28 17:07:47 main:574] : INFO : Epoch 631 | loss: 0.0311392 | val_loss: 0.0311609 | Time: 1556.62 ms [2020-12-28 17:07:49 main:574] : INFO : Epoch 632 | loss: 0.0311414 | val_loss: 0.0311592 | Time: 1476.45 ms [2020-12-28 17:07:50 main:574] : INFO : Epoch 633 | loss: 0.0311383 | val_loss: 0.0311601 | Time: 1519.52 ms [2020-12-28 17:07:52 main:574] : INFO : Epoch 634 | loss: 0.031139 | val_loss: 0.0311586 | Time: 1471.24 ms [2020-12-28 17:07:53 main:574] : INFO : Epoch 635 | loss: 0.0311397 | val_loss: 0.0311617 | Time: 1536.07 ms [2020-12-28 17:07:55 main:574] : INFO : Epoch 636 | loss: 0.0311384 | val_loss: 0.0311588 | Time: 1493.93 ms [2020-12-28 17:07:56 main:574] : INFO : Epoch 637 | loss: 0.0311377 | val_loss: 0.0311591 | Time: 1545.52 ms [2020-12-28 17:07:58 main:574] : INFO : Epoch 638 | loss: 0.0311367 | val_loss: 0.0311584 | Time: 1496.3 ms [2020-12-28 17:07:59 main:574] : INFO : Epoch 639 | loss: 0.0311362 | val_loss: 0.0311601 | Time: 1521.4 ms [2020-12-28 17:08:01 main:574] : INFO : Epoch 640 | loss: 0.031137 | val_loss: 0.031158 | Time: 1542.54 ms [2020-12-28 17:08:02 main:574] : INFO : Epoch 641 | loss: 0.0311382 | val_loss: 0.0311578 | Time: 1427.9 ms [2020-12-28 17:08:04 main:574] : INFO : Epoch 642 | loss: 0.0311402 | val_loss: 0.0311624 | Time: 1551.72 ms [2020-12-28 17:08:05 main:574] : INFO : Epoch 643 | loss: 0.0311378 | val_loss: 0.0311623 | Time: 1485.88 ms [2020-12-28 17:08:07 main:574] : INFO : Epoch 644 | loss: 0.0311379 | val_loss: 0.0311566 | Time: 1512.16 ms [2020-12-28 17:08:08 main:574] : INFO : Epoch 645 | loss: 0.0311394 | val_loss: 0.0311571 | Time: 1501.15 ms [2020-12-28 17:08:10 main:574] : INFO : Epoch 646 | loss: 0.0311391 | val_loss: 0.0311591 | Time: 1623.87 ms [2020-12-28 17:08:11 main:574] : INFO : Epoch 647 | loss: 0.0311371 | val_loss: 0.0311554 | Time: 1424.82 ms [2020-12-28 17:08:13 main:574] : INFO : Epoch 648 | loss: 0.0311361 | val_loss: 0.031157 | Time: 1500.58 ms [2020-12-28 17:08:14 main:574] : INFO : Epoch 649 | loss: 0.0311361 | val_loss: 0.0311598 | Time: 1511.83 ms [2020-12-28 17:08:16 main:574] : INFO : Epoch 650 | loss: 0.0311363 | val_loss: 0.0311594 | Time: 1571.39 ms [2020-12-28 17:08:18 main:574] : INFO : Epoch 651 | loss: 0.0311372 | val_loss: 0.0311573 | Time: 1571.1 ms [2020-12-28 17:08:19 main:574] : INFO : Epoch 652 | loss: 0.0311396 | val_loss: 0.0311658 | Time: 1446.42 ms [2020-12-28 17:08:21 main:574] : INFO : Epoch 653 | loss: 0.0311399 | val_loss: 0.0311602 | Time: 1525.91 ms [2020-12-28 17:08:22 main:574] : INFO : Epoch 654 | loss: 0.0311373 | val_loss: 0.0311592 | Time: 1474.76 ms [2020-12-28 17:08:24 main:574] : INFO : Epoch 655 | loss: 0.0311383 | val_loss: 0.0311605 | Time: 1589.98 ms [2020-12-28 17:08:25 main:574] : INFO : Epoch 656 | loss: 0.0311371 | val_loss: 0.0311606 | Time: 1474.29 ms [2020-12-28 17:08:27 main:574] : INFO : Epoch 657 | loss: 0.0311385 | val_loss: 0.0311589 | Time: 1621.61 ms [2020-12-28 17:08:28 main:574] : INFO : Epoch 658 | loss: 0.0311385 | val_loss: 0.0311575 | Time: 1552.35 ms [2020-12-28 17:08:30 main:574] : INFO : Epoch 659 | loss: 0.031138 | val_loss: 0.0311596 | Time: 1643.28 ms [2020-12-28 17:08:31 main:574] : INFO : Epoch 660 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 1508.63 ms [2020-12-28 17:08:33 main:574] : INFO : Epoch 661 | loss: 0.0311458 | val_loss: 0.0311673 | Time: 1486.37 ms [2020-12-28 17:08:34 main:574] : INFO : Epoch 662 | loss: 0.0311514 | val_loss: 0.0311668 | Time: 1516.83 ms [2020-12-28 17:08:36 main:574] : INFO : Epoch 663 | loss: 0.0311498 | val_loss: 0.0311714 | Time: 1490.04 ms [2020-12-28 17:08:38 main:574] : INFO : Epoch 664 | loss: 0.0311484 | val_loss: 0.0311611 | Time: 1615.98 ms [2020-12-28 17:08:39 main:574] : INFO : Epoch 665 | loss: 0.0311463 | val_loss: 0.031159 | Time: 1503.13 ms [2020-12-28 17:08:41 main:574] : INFO : Epoch 666 | loss: 0.0311443 | val_loss: 0.0311612 | Time: 1537.51 ms [2020-12-28 17:08:42 main:574] : INFO : Epoch 667 | loss: 0.0311433 | val_loss: 0.0311628 | Time: 1566.56 ms [2020-12-28 17:08:44 main:574] : INFO : Epoch 668 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1626.28 ms [2020-12-28 17:08:45 main:574] : INFO : Epoch 669 | loss: 0.031142 | val_loss: 0.0311631 | Time: 1442.06 ms [2020-12-28 17:08:47 main:574] : INFO : Epoch 670 | loss: 0.0311444 | val_loss: 0.0311646 | Time: 1677.29 ms [2020-12-28 17:08:48 main:574] : INFO : Epoch 671 | loss: 0.0311423 | val_loss: 0.0311694 | Time: 1477.82 ms [2020-12-28 17:08:50 main:574] : INFO : Epoch 672 | loss: 0.0311415 | val_loss: 0.0311619 | Time: 1531.91 ms [2020-12-28 17:08:52 main:574] : INFO : Epoch 673 | loss: 0.031142 | val_loss: 0.0311659 | Time: 1511.3 ms [2020-12-28 17:08:53 main:574] : INFO : Epoch 674 | loss: 0.0311436 | val_loss: 0.0311623 | Time: 1518.18 ms [2020-12-28 17:08:55 main:574] : INFO : Epoch 675 | loss: 0.0311418 | val_loss: 0.0311627 | Time: 1522.38 ms [2020-12-28 17:08:56 main:574] : INFO : Epoch 676 | loss: 0.0311436 | val_loss: 0.0311762 | Time: 1505.58 ms [2020-12-28 17:08:58 main:574] : INFO : Epoch 677 | loss: 0.0311649 | val_loss: 0.0311878 | Time: 1561.59 ms [2020-12-28 17:08:59 main:574] : INFO : Epoch 678 | loss: 0.031564 | val_loss: 0.0319515 | Time: 1565.82 ms [2020-12-28 17:09:01 main:574] : INFO : Epoch 679 | loss: 0.0316831 | val_loss: 0.0314725 | Time: 1537.1 ms [2020-12-28 17:09:02 main:574] : INFO : Epoch 680 | loss: 0.0313092 | val_loss: 0.0312107 | Time: 1420.94 ms [2020-12-28 17:09:04 main:574] : INFO : Epoch 681 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 1581.26 ms [2020-12-28 17:09:05 main:574] : INFO : Epoch 682 | loss: 0.0311518 | val_loss: 0.0311674 | Time: 1459.46 ms [2020-12-28 17:09:07 main:574] : INFO : Epoch 683 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1525.86 ms [2020-12-28 17:09:08 main:574] : INFO : Epoch 684 | loss: 0.0311595 | val_loss: 0.0311639 | Time: 1444.17 ms [2020-12-28 17:09:10 main:574] : INFO : Epoch 685 | loss: 0.0311505 | val_loss: 0.0311604 | Time: 1573.57 ms [2020-12-28 17:09:11 main:574] : INFO : Epoch 686 | loss: 0.031146 | val_loss: 0.0311718 | Time: 1566.81 ms [2020-12-28 17:09:13 main:574] : INFO : Epoch 687 | loss: 0.0311482 | val_loss: 0.0311742 | Time: 1546.29 ms [2020-12-28 17:09:14 main:574] : INFO : Epoch 688 | loss: 0.0311477 | val_loss: 0.0311614 | Time: 1496.87 ms [2020-12-28 17:09:16 main:574] : INFO : Epoch 689 | loss: 0.0311424 | val_loss: 0.0311652 | Time: 1445.97 ms [2020-12-28 17:09:18 main:574] : INFO : Epoch 690 | loss: 0.0311438 | val_loss: 0.0311668 | Time: 1637.21 ms [2020-12-28 17:09:19 main:574] : INFO : Epoch 691 | loss: 0.0311461 | val_loss: 0.0311715 | Time: 1479.82 ms [2020-12-28 17:09:21 main:574] : INFO : Epoch 692 | loss: 0.031142 | val_loss: 0.0311633 | Time: 1523.52 ms [2020-12-28 17:09:22 main:574] : INFO : Epoch 693 | loss: 0.0311405 | val_loss: 0.0311654 | Time: 1558.78 ms [2020-12-28 17:09:24 main:574] : INFO : Epoch 694 | loss: 0.0311411 | val_loss: 0.0311636 | Time: 1618.78 ms [2020-12-28 17:09:25 main:574] : INFO : Epoch 695 | loss: 0.0311447 | val_loss: 0.0311733 | Time: 1492.29 ms [2020-12-28 17:09:27 main:574] : INFO : Epoch 696 | loss: 0.0311444 | val_loss: 0.0311623 | Time: 1571.12 ms [2020-12-28 17:09:28 main:574] : INFO : Epoch 697 | loss: 0.0311426 | val_loss: 0.0311649 | Time: 1491.08 ms [2020-12-28 17:09:30 main:574] : INFO : Epoch 698 | loss: 0.0311422 | val_loss: 0.0311641 | Time: 1590.97 ms [2020-12-28 17:09:31 main:574] : INFO : Epoch 699 | loss: 0.0311416 | val_loss: 0.0311625 | Time: 1503.65 ms [2020-12-28 17:09:33 main:574] : INFO : Epoch 700 | loss: 0.031145 | val_loss: 0.0311587 | Time: 1493.74 ms [2020-12-28 17:09:35 main:574] : INFO : Epoch 701 | loss: 0.0311455 | val_loss: 0.0311604 | Time: 1535.88 ms [2020-12-28 17:09:36 main:574] : INFO : Epoch 702 | loss: 0.0311444 | val_loss: 0.031159 | Time: 1470.87 ms [2020-12-28 17:09:38 main:574] : INFO : Epoch 703 | loss: 0.031145 | val_loss: 0.0311603 | Time: 1535.86 ms [2020-12-28 17:09:39 main:574] : INFO : Epoch 704 | loss: 0.0311483 | val_loss: 0.0311577 | Time: 1459.06 ms [2020-12-28 17:09:41 main:574] : INFO : Epoch 705 | loss: 0.0311468 | val_loss: 0.0311627 | Time: 1578.46 ms [2020-12-28 17:09:42 main:574] : INFO : Epoch 706 | loss: 0.0311464 | val_loss: 0.0311584 | Time: 1449.25 ms [2020-12-28 17:09:44 main:574] : INFO : Epoch 707 | loss: 0.0311436 | val_loss: 0.0311598 | Time: 1550.56 ms [2020-12-28 17:09:45 main:574] : INFO : Epoch 708 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 1489.57 ms [2020-12-28 17:09:47 main:574] : INFO : Epoch 709 | loss: 0.0311471 | val_loss: 0.0311576 | Time: 1475.66 ms [2020-12-28 17:09:48 main:574] : INFO : Epoch 710 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 1504.18 ms [2020-12-28 17:09:50 main:574] : INFO : Epoch 711 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 1528.53 ms [2020-12-28 17:09:51 main:574] : INFO : Epoch 712 | loss: 0.0311427 | val_loss: 0.0311603 | Time: 1546.49 ms [2020-12-28 17:09:53 main:574] : INFO : Epoch 713 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 1479.25 ms [2020-12-28 17:09:54 main:574] : INFO : Epoch 714 | loss: 0.0311417 | val_loss: 0.0311608 | Time: 1584.33 ms [2020-12-28 17:09:56 main:574] : INFO : Epoch 715 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 1461.55 ms [2020-12-28 17:09:57 main:574] : INFO : Epoch 716 | loss: 0.0311444 | val_loss: 0.0311601 | Time: 1514.02 ms [2020-12-28 17:09:59 main:574] : INFO : Epoch 717 | loss: 0.0311446 | val_loss: 0.0311619 | Time: 1506.92 ms [2020-12-28 17:10:00 main:574] : INFO : Epoch 718 | loss: 0.0311415 | val_loss: 0.0311593 | Time: 1590.84 ms [2020-12-28 17:10:02 main:574] : INFO : Epoch 719 | loss: 0.0311415 | val_loss: 0.031159 | Time: 1555.5 ms [2020-12-28 17:10:04 main:574] : INFO : Epoch 720 | loss: 0.0311409 | val_loss: 0.0311597 | Time: 1598.76 ms [2020-12-28 17:10:05 main:574] : INFO : Epoch 721 | loss: 0.0311406 | val_loss: 0.0311601 | Time: 1512.36 ms [2020-12-28 17:10:07 main:574] : INFO : Epoch 722 | loss: 0.031141 | val_loss: 0.0311597 | Time: 1570.72 ms [2020-12-28 17:10:08 main:574] : INFO : Epoch 723 | loss: 0.03114 | val_loss: 0.0311587 | Time: 1576.27 ms [2020-12-28 17:10:10 main:574] : INFO : Epoch 724 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 1572.64 ms [2020-12-28 17:10:11 main:574] : INFO : Epoch 725 | loss: 0.0311414 | val_loss: 0.0311569 | Time: 1551.98 ms [2020-12-28 17:10:13 main:574] : INFO : Epoch 726 | loss: 0.0311417 | val_loss: 0.0311601 | Time: 1502.96 ms [2020-12-28 17:10:14 main:574] : INFO : Epoch 727 | loss: 0.0311449 | val_loss: 0.0311613 | Time: 1586.76 ms [2020-12-28 17:10:16 main:574] : INFO : Epoch 728 | loss: 0.0311465 | val_loss: 0.0311635 | Time: 1570.07 ms [2020-12-28 17:10:18 main:574] : INFO : Epoch 729 | loss: 0.0311455 | val_loss: 0.0311608 | Time: 1547.58 ms [2020-12-28 17:10:19 main:574] : INFO : Epoch 730 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 1496.67 ms [2020-12-28 17:10:21 main:574] : INFO : Epoch 731 | loss: 0.031145 | val_loss: 0.0311587 | Time: 1636.72 ms [2020-12-28 17:10:22 main:574] : INFO : Epoch 732 | loss: 0.0311457 | val_loss: 0.0311645 | Time: 1474.11 ms [2020-12-28 17:10:24 main:574] : INFO : Epoch 733 | loss: 0.0311455 | val_loss: 0.0311643 | Time: 1591.97 ms [2020-12-28 17:10:25 main:574] : INFO : Epoch 734 | loss: 0.0311445 | val_loss: 0.0311643 | Time: 1497.04 ms [2020-12-28 17:10:27 main:574] : INFO : Epoch 735 | loss: 0.0311435 | val_loss: 0.0311636 | Time: 1500.25 ms [2020-12-28 17:10:28 main:574] : INFO : Epoch 736 | loss: 0.0311437 | val_loss: 0.0311649 | Time: 1585.7 ms [2020-12-28 17:10:30 main:574] : INFO : Epoch 737 | loss: 0.0311433 | val_loss: 0.031167 | Time: 1652.21 ms [2020-12-28 17:10:32 main:574] : INFO : Epoch 738 | loss: 0.031146 | val_loss: 0.0311666 | Time: 1483.94 ms [2020-12-28 17:10:33 main:574] : INFO : Epoch 739 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1431.9 ms [2020-12-28 17:10:35 main:574] : INFO : Epoch 740 | loss: 0.0311468 | val_loss: 0.0311622 | Time: 1616.35 ms [2020-12-28 17:10:36 main:574] : INFO : Epoch 741 | loss: 0.0311447 | val_loss: 0.031166 | Time: 1446.32 ms [2020-12-28 17:10:38 main:574] : INFO : Epoch 742 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 1548.94 ms [2020-12-28 17:10:39 main:574] : INFO : Epoch 743 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 1446.31 ms [2020-12-28 17:10:41 main:574] : INFO : Epoch 744 | loss: 0.0311462 | val_loss: 0.0311604 | Time: 1519.6 ms [2020-12-28 17:10:42 main:574] : INFO : Epoch 745 | loss: 0.0311458 | val_loss: 0.0311612 | Time: 1480.05 ms [2020-12-28 17:10:44 main:574] : INFO : Epoch 746 | loss: 0.0311468 | val_loss: 0.0311739 | Time: 1556.31 ms [2020-12-28 17:10:45 main:574] : INFO : Epoch 747 | loss: 0.0311468 | val_loss: 0.0311625 | Time: 1504.03 ms [2020-12-28 17:10:47 main:574] : INFO : Epoch 748 | loss: 0.0311446 | val_loss: 0.0311658 | Time: 1536.35 ms [2020-12-28 17:10:48 main:574] : INFO : Epoch 749 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 1496.56 ms [2020-12-28 17:10:50 main:574] : INFO : Epoch 750 | loss: 0.0311422 | val_loss: 0.0311606 | Time: 1546.41 ms [2020-12-28 17:10:51 main:574] : INFO : Epoch 751 | loss: 0.0311419 | val_loss: 0.0311642 | Time: 1657.09 ms [2020-12-28 17:10:53 main:574] : INFO : Epoch 752 | loss: 0.0311417 | val_loss: 0.031163 | Time: 1560.16 ms [2020-12-28 17:10:55 main:574] : INFO : Epoch 753 | loss: 0.0311405 | val_loss: 0.0311637 | Time: 1562.37 ms [2020-12-28 17:10:56 main:574] : INFO : Epoch 754 | loss: 0.031143 | val_loss: 0.0311628 | Time: 1452.47 ms [2020-12-28 17:10:58 main:574] : INFO : Epoch 755 | loss: 0.0311437 | val_loss: 0.0311628 | Time: 1552.92 ms [2020-12-28 17:10:59 main:574] : INFO : Epoch 756 | loss: 0.0311443 | val_loss: 0.031166 | Time: 1570.34 ms [2020-12-28 17:11:01 main:574] : INFO : Epoch 757 | loss: 0.0311455 | val_loss: 0.0311648 | Time: 1657.74 ms [2020-12-28 17:11:02 main:574] : INFO : Epoch 758 | loss: 0.0311442 | val_loss: 0.0311689 | Time: 1505.49 ms [2020-12-28 17:11:04 main:574] : INFO : Epoch 759 | loss: 0.0311452 | val_loss: 0.0311648 | Time: 1527.5 ms [2020-12-28 17:11:05 main:574] : INFO : Epoch 760 | loss: 0.0311436 | val_loss: 0.0311671 | Time: 1575.94 ms [2020-12-28 17:11:07 main:574] : INFO : Epoch 761 | loss: 0.0311445 | val_loss: 0.0311724 | Time: 1697.1 ms [2020-12-28 17:11:09 main:574] : INFO : Epoch 762 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 1549.23 ms [2020-12-28 17:11:10 main:574] : INFO : Epoch 763 | loss: 0.031145 | val_loss: 0.0311643 | Time: 1576.85 ms [2020-12-28 17:11:12 main:574] : INFO : Epoch 764 | loss: 0.0311452 | val_loss: 0.0311646 | Time: 1571.32 ms [2020-12-28 17:11:13 main:574] : INFO : Epoch 765 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 1450.03 ms [2020-12-28 17:11:15 main:574] : INFO : Epoch 766 | loss: 0.0311431 | val_loss: 0.0311614 | Time: 1519.33 ms [2020-12-28 17:11:16 main:574] : INFO : Epoch 767 | loss: 0.0311436 | val_loss: 0.0311648 | Time: 1430.8 ms [2020-12-28 17:11:18 main:574] : INFO : Epoch 768 | loss: 0.0311442 | val_loss: 0.0311632 | Time: 1580.85 ms [2020-12-28 17:11:19 main:574] : INFO : Epoch 769 | loss: 0.0311441 | val_loss: 0.0311658 | Time: 1575.52 ms [2020-12-28 17:11:21 main:574] : INFO : Epoch 770 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 1595.38 ms [2020-12-28 17:11:23 main:574] : INFO : Epoch 771 | loss: 0.0311429 | val_loss: 0.0311678 | Time: 1514.12 ms [2020-12-28 17:11:24 main:574] : INFO : Epoch 772 | loss: 0.031143 | val_loss: 0.0311649 | Time: 1538.21 ms [2020-12-28 17:11:26 main:574] : INFO : Epoch 773 | loss: 0.0311425 | val_loss: 0.0311678 | Time: 1542.21 ms [2020-12-28 17:11:27 main:574] : INFO : Epoch 774 | loss: 0.0311425 | val_loss: 0.0311658 | Time: 1479.8 ms [2020-12-28 17:11:29 main:574] : INFO : Epoch 775 | loss: 0.0311428 | val_loss: 0.0311738 | Time: 1490.86 ms [2020-12-28 17:11:30 main:574] : INFO : Epoch 776 | loss: 0.0311467 | val_loss: 0.031169 | Time: 1512.88 ms [2020-12-28 17:11:32 main:574] : INFO : Epoch 777 | loss: 0.0311492 | val_loss: 0.0311726 | Time: 1484.99 ms [2020-12-28 17:11:33 main:574] : INFO : Epoch 778 | loss: 0.0311466 | val_loss: 0.0311669 | Time: 1496.95 ms [2020-12-28 17:11:35 main:574] : INFO : Epoch 779 | loss: 0.0311462 | val_loss: 0.0311669 | Time: 1563.07 ms [2020-12-28 17:11:36 main:574] : INFO : Epoch 780 | loss: 0.0311442 | val_loss: 0.0311697 | Time: 1489.55 ms [2020-12-28 17:11:38 main:574] : INFO : Epoch 781 | loss: 0.0311461 | val_loss: 0.031167 | Time: 1519.08 ms [2020-12-28 17:11:39 main:574] : INFO : Epoch 782 | loss: 0.0311444 | val_loss: 0.0311756 | Time: 1403.26 ms [2020-12-28 17:11:41 main:574] : INFO : Epoch 783 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 1579.57 ms [2020-12-28 17:11:42 main:574] : INFO : Epoch 784 | loss: 0.0311452 | val_loss: 0.0311716 | Time: 1462.48 ms [2020-12-28 17:11:44 main:574] : INFO : Epoch 785 | loss: 0.0311411 | val_loss: 0.0311697 | Time: 1444.52 ms [2020-12-28 17:11:45 main:574] : INFO : Epoch 786 | loss: 0.0311411 | val_loss: 0.0311734 | Time: 1544.92 ms [2020-12-28 17:11:47 main:574] : INFO : Epoch 787 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 1428.87 ms [2020-12-28 17:11:48 main:574] : INFO : Epoch 788 | loss: 0.031146 | val_loss: 0.0311742 | Time: 1633 ms [2020-12-28 17:11:50 main:574] : INFO : Epoch 789 | loss: 0.0311473 | val_loss: 0.0311772 | Time: 1540 ms [2020-12-28 17:11:51 main:574] : INFO : Epoch 790 | loss: 0.0311442 | val_loss: 0.0311704 | Time: 1579.33 ms [2020-12-28 17:11:53 main:574] : INFO : Epoch 791 | loss: 0.0311439 | val_loss: 0.0311699 | Time: 1442.21 ms [2020-12-28 17:11:54 main:574] : INFO : Epoch 792 | loss: 0.0311458 | val_loss: 0.0311724 | Time: 1550.14 ms [2020-12-28 17:11:56 main:574] : INFO : Epoch 793 | loss: 0.0311445 | val_loss: 0.0311753 | Time: 1515.41 ms [2020-12-28 17:11:58 main:574] : INFO : Epoch 794 | loss: 0.0311457 | val_loss: 0.0311676 | Time: 1532.59 ms [2020-12-28 17:11:59 main:574] : INFO : Epoch 795 | loss: 0.031143 | val_loss: 0.0311695 | Time: 1470.93 ms [2020-12-28 17:12:01 main:574] : INFO : Epoch 796 | loss: 0.0311444 | val_loss: 0.0311712 | Time: 1505.26 ms [2020-12-28 17:12:02 main:574] : INFO : Epoch 797 | loss: 0.0311433 | val_loss: 0.0311673 | Time: 1576.16 ms [2020-12-28 17:12:04 main:574] : INFO : Epoch 798 | loss: 0.0311435 | val_loss: 0.0311699 | Time: 1576.5 ms [2020-12-28 17:12:05 main:574] : INFO : Epoch 799 | loss: 0.0311419 | val_loss: 0.0311665 | Time: 1715.15 ms [2020-12-28 17:12:07 main:574] : INFO : Epoch 800 | loss: 0.0311406 | val_loss: 0.0311678 | Time: 1670.2 ms [2020-12-28 17:12:09 main:574] : INFO : Epoch 801 | loss: 0.0311398 | val_loss: 0.0311667 | Time: 1659.35 ms [2020-12-28 17:12:10 main:574] : INFO : Epoch 802 | loss: 0.0311399 | val_loss: 0.0311701 | Time: 1542.7 ms [2020-12-28 17:12:12 main:574] : INFO : Epoch 803 | loss: 0.0311393 | val_loss: 0.0311658 | Time: 1581.83 ms [2020-12-28 17:12:13 main:574] : INFO : Epoch 804 | loss: 0.0311431 | val_loss: 0.031168 | Time: 1573.5 ms [2020-12-28 17:12:15 main:574] : INFO : Epoch 805 | loss: 0.0311464 | val_loss: 0.0311704 | Time: 1572.25 ms [2020-12-28 17:12:17 main:574] : INFO : Epoch 806 | loss: 0.0311494 | val_loss: 0.0311715 | Time: 1469.01 ms [2020-12-28 17:12:18 main:574] : INFO : Epoch 807 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 1514.87 ms [2020-12-28 17:12:20 main:574] : INFO : Epoch 808 | loss: 0.0311489 | val_loss: 0.0311671 | Time: 1476.03 ms [2020-12-28 17:12:21 main:574] : INFO : Epoch 809 | loss: 0.0311504 | val_loss: 0.0311751 | Time: 1603.71 ms [2020-12-28 17:12:23 main:574] : INFO : Epoch 810 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 1479.21 ms [2020-12-28 17:12:24 main:574] : INFO : Epoch 811 | loss: 0.0311515 | val_loss: 0.0311682 | Time: 1572.08 ms [2020-12-28 17:12:26 main:574] : INFO : Epoch 812 | loss: 0.031149 | val_loss: 0.0311664 | Time: 1505.53 ms [2020-12-28 17:12:27 main:574] : INFO : Epoch 813 | loss: 0.0311498 | val_loss: 0.0311673 | Time: 1540.72 ms [2020-12-28 17:12:29 main:574] : INFO : Epoch 814 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1504.69 ms [2020-12-28 17:12:30 main:574] : INFO : Epoch 815 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 1435.93 ms [2020-12-28 17:12:32 main:574] : INFO : Epoch 816 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 1575.68 ms [2020-12-28 17:12:33 main:574] : INFO : Epoch 817 | loss: 0.0311465 | val_loss: 0.0311625 | Time: 1542.35 ms [2020-12-28 17:12:35 main:574] : INFO : Epoch 818 | loss: 0.0311465 | val_loss: 0.0311668 | Time: 1509.64 ms [2020-12-28 17:12:36 main:574] : INFO : Epoch 819 | loss: 0.0311456 | val_loss: 0.0311634 | Time: 1497.42 ms [2020-12-28 17:12:38 main:574] : INFO : Epoch 820 | loss: 0.0311445 | val_loss: 0.0311672 | Time: 1546.68 ms [2020-12-28 17:12:39 main:574] : INFO : Epoch 821 | loss: 0.0311443 | val_loss: 0.0311658 | Time: 1511.16 ms [2020-12-28 17:12:41 main:574] : INFO : Epoch 822 | loss: 0.0311445 | val_loss: 0.0311681 | Time: 1480.33 ms [2020-12-28 17:12:42 main:574] : INFO : Epoch 823 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 1471.81 ms [2020-12-28 17:12:44 main:574] : INFO : Epoch 824 | loss: 0.0311464 | val_loss: 0.0311646 | Time: 1486.19 ms [2020-12-28 17:12:45 main:574] : INFO : Epoch 825 | loss: 0.0311454 | val_loss: 0.0311656 | Time: 1517.28 ms [2020-12-28 17:12:47 main:574] : INFO : Epoch 826 | loss: 0.0311454 | val_loss: 0.0311669 | Time: 1491.08 ms [2020-12-28 17:12:49 main:574] : INFO : Epoch 827 | loss: 0.0311467 | val_loss: 0.0311627 | Time: 1582.43 ms [2020-12-28 17:12:50 main:574] : INFO : Epoch 828 | loss: 0.0311478 | val_loss: 0.0311649 | Time: 1441.11 ms [2020-12-28 17:12:52 main:574] : INFO : Epoch 829 | loss: 0.0311567 | val_loss: 0.0311716 | Time: 1653.5 ms [2020-12-28 17:12:53 main:574] : INFO : Epoch 830 | loss: 0.0311562 | val_loss: 0.0311638 | Time: 1393.96 ms [2020-12-28 17:12:55 main:574] : INFO : Epoch 831 | loss: 0.0311515 | val_loss: 0.0311644 | Time: 1532.74 ms [2020-12-28 17:12:56 main:574] : INFO : Epoch 832 | loss: 0.0311482 | val_loss: 0.0311641 | Time: 1497.53 ms [2020-12-28 17:12:58 main:574] : INFO : Epoch 833 | loss: 0.031147 | val_loss: 0.0311659 | Time: 1551.9 ms [2020-12-28 17:12:59 main:574] : INFO : Epoch 834 | loss: 0.0311459 | val_loss: 0.0311617 | Time: 1597.68 ms [2020-12-28 17:13:01 main:574] : INFO : Epoch 835 | loss: 0.0311462 | val_loss: 0.0311608 | Time: 1517.49 ms [2020-12-28 17:13:02 main:574] : INFO : Epoch 836 | loss: 0.0311456 | val_loss: 0.0311722 | Time: 1574.11 ms [2020-12-28 17:13:04 main:574] : INFO : Epoch 837 | loss: 0.0311482 | val_loss: 0.0311686 | Time: 1545.95 ms [2020-12-28 17:13:05 main:574] : INFO : Epoch 838 | loss: 0.0311457 | val_loss: 0.0311692 | Time: 1519.92 ms [2020-12-28 17:13:07 main:574] : INFO : Epoch 839 | loss: 0.031144 | val_loss: 0.0311661 | Time: 1507.41 ms [2020-12-28 17:13:08 main:574] : INFO : Epoch 840 | loss: 0.0311443 | val_loss: 0.0311658 | Time: 1569.69 ms [2020-12-28 17:13:10 main:574] : INFO : Epoch 841 | loss: 0.0311448 | val_loss: 0.0311643 | Time: 1457.84 ms [2020-12-28 17:13:12 main:574] : INFO : Epoch 842 | loss: 0.0311448 | val_loss: 0.0311661 | Time: 1628.38 ms [2020-12-28 17:13:13 main:574] : INFO : Epoch 843 | loss: 0.0311451 | val_loss: 0.0311643 | Time: 1541.35 ms [2020-12-28 17:13:15 main:574] : INFO : Epoch 844 | loss: 0.0311459 | val_loss: 0.0311622 | Time: 1591.1 ms [2020-12-28 17:13:16 main:574] : INFO : Epoch 845 | loss: 0.0311464 | val_loss: 0.0311652 | Time: 1470.74 ms [2020-12-28 17:13:18 main:574] : INFO : Epoch 846 | loss: 0.0311464 | val_loss: 0.0311668 | Time: 1580.98 ms [2020-12-28 17:13:19 main:574] : INFO : Epoch 847 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 1531.99 ms [2020-12-28 17:13:21 main:574] : INFO : Epoch 848 | loss: 0.0311446 | val_loss: 0.0311593 | Time: 1619.03 ms [2020-12-28 17:13:23 main:574] : INFO : Epoch 849 | loss: 0.0311428 | val_loss: 0.0311624 | Time: 1577.72 ms [2020-12-28 17:13:24 main:574] : INFO : Epoch 850 | loss: 0.0311433 | val_loss: 0.0311656 | Time: 1442.12 ms [2020-12-28 17:13:25 main:574] : INFO : Epoch 851 | loss: 0.031144 | val_loss: 0.0311663 | Time: 1483.9 ms [2020-12-28 17:13:27 main:574] : INFO : Epoch 852 | loss: 0.0311512 | val_loss: 0.0311666 | Time: 1409.28 ms [2020-12-28 17:13:29 main:574] : INFO : Epoch 853 | loss: 0.0311501 | val_loss: 0.0311652 | Time: 1589.72 ms [2020-12-28 17:13:30 main:574] : INFO : Epoch 854 | loss: 0.0311475 | val_loss: 0.0311672 | Time: 1567.47 ms [2020-12-28 17:13:32 main:574] : INFO : Epoch 855 | loss: 0.0311484 | val_loss: 0.0311644 | Time: 1531.15 ms [2020-12-28 17:13:33 main:574] : INFO : Epoch 856 | loss: 0.0311468 | val_loss: 0.0311667 | Time: 1481.1 ms [2020-12-28 17:13:35 main:574] : INFO : Epoch 857 | loss: 0.0311462 | val_loss: 0.0311639 | Time: 1512.97 ms [2020-12-28 17:13:36 main:574] : INFO : Epoch 858 | loss: 0.0311484 | val_loss: 0.0311755 | Time: 1486.24 ms [2020-12-28 17:13:38 main:574] : INFO : Epoch 859 | loss: 0.0311475 | val_loss: 0.0311596 | Time: 1514.53 ms [2020-12-28 17:13:39 main:574] : INFO : Epoch 860 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 1588.08 ms [2020-12-28 17:13:41 main:574] : INFO : Epoch 861 | loss: 0.0311483 | val_loss: 0.0311615 | Time: 1504.16 ms [2020-12-28 17:13:42 main:574] : INFO : Epoch 862 | loss: 0.031149 | val_loss: 0.0311637 | Time: 1557.48 ms [2020-12-28 17:13:44 main:574] : INFO : Epoch 863 | loss: 0.0311464 | val_loss: 0.0311634 | Time: 1490.26 ms [2020-12-28 17:13:45 main:574] : INFO : Epoch 864 | loss: 0.0311461 | val_loss: 0.0311604 | Time: 1594.69 ms [2020-12-28 17:13:47 main:574] : INFO : Epoch 865 | loss: 0.0311469 | val_loss: 0.0311679 | Time: 1436.04 ms [2020-12-28 17:13:48 main:574] : INFO : Epoch 866 | loss: 0.0311484 | val_loss: 0.0311626 | Time: 1575.56 ms [2020-12-28 17:13:50 main:574] : INFO : Epoch 867 | loss: 0.0311468 | val_loss: 0.0311673 | Time: 1569.14 ms [2020-12-28 17:13:52 main:574] : INFO : Epoch 868 | loss: 0.0311453 | val_loss: 0.0311666 | Time: 1663.7 ms [2020-12-28 17:13:53 main:574] : INFO : Epoch 869 | loss: 0.0311461 | val_loss: 0.0311729 | Time: 1578.37 ms [2020-12-28 17:13:55 main:574] : INFO : Epoch 870 | loss: 0.0311483 | val_loss: 0.0311643 | Time: 1513.17 ms [2020-12-28 17:13:56 main:574] : INFO : Epoch 871 | loss: 0.0311504 | val_loss: 0.0311688 | Time: 1588.22 ms [2020-12-28 17:13:58 main:574] : INFO : Epoch 872 | loss: 0.0311513 | val_loss: 0.0311683 | Time: 1693.78 ms [2020-12-28 17:14:00 main:574] : INFO : Epoch 873 | loss: 0.031154 | val_loss: 0.0311657 | Time: 1550.12 ms [2020-12-28 17:14:01 main:574] : INFO : Epoch 874 | loss: 0.0311533 | val_loss: 0.0311652 | Time: 1580.29 ms [2020-12-28 17:14:03 main:574] : INFO : Epoch 875 | loss: 0.031156 | val_loss: 0.0311662 | Time: 1532.49 ms [2020-12-28 17:14:04 main:574] : INFO : Epoch 876 | loss: 0.0311555 | val_loss: 0.031164 | Time: 1471.78 ms [2020-12-28 17:14:06 main:574] : INFO : Epoch 877 | loss: 0.0311517 | val_loss: 0.0311626 | Time: 1538.86 ms [2020-12-28 17:14:07 main:574] : INFO : Epoch 878 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 1627.72 ms [2020-12-28 17:14:09 main:574] : INFO : Epoch 879 | loss: 0.0311496 | val_loss: 0.0311617 | Time: 1604.73 ms [2020-12-28 17:14:11 main:574] : INFO : Epoch 880 | loss: 0.0311472 | val_loss: 0.031161 | Time: 1537.66 ms [2020-12-28 17:14:12 main:574] : INFO : Epoch 881 | loss: 0.0311469 | val_loss: 0.0311626 | Time: 1652.47 ms [2020-12-28 17:14:14 main:574] : INFO : Epoch 882 | loss: 0.0311467 | val_loss: 0.0311636 | Time: 1730 ms [2020-12-28 17:14:16 main:574] : INFO : Epoch 883 | loss: 0.0311455 | val_loss: 0.031161 | Time: 1574.79 ms [2020-12-28 17:14:17 main:574] : INFO : Epoch 884 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 1628.22 ms [2020-12-28 17:14:19 main:574] : INFO : Epoch 885 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 1686.43 ms [2020-12-28 17:14:20 main:574] : INFO : Epoch 886 | loss: 0.0311447 | val_loss: 0.0311613 | Time: 1538.24 ms [2020-12-28 17:14:22 main:574] : INFO : Epoch 887 | loss: 0.0311455 | val_loss: 0.0311656 | Time: 1579.34 ms [2020-12-28 17:14:23 main:574] : INFO : Epoch 888 | loss: 0.0311448 | val_loss: 0.0311623 | Time: 1460.47 ms [2020-12-28 17:14:25 main:574] : INFO : Epoch 889 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 1591.52 ms [2020-12-28 17:14:27 main:574] : INFO : Epoch 890 | loss: 0.0311439 | val_loss: 0.0311655 | Time: 1517.34 ms [2020-12-28 17:14:28 main:574] : INFO : Epoch 891 | loss: 0.031145 | val_loss: 0.0311617 | Time: 1657.21 ms [2020-12-28 17:14:30 main:574] : INFO : Epoch 892 | loss: 0.0311433 | val_loss: 0.0311631 | Time: 1604.69 ms [2020-12-28 17:14:31 main:574] : INFO : Epoch 893 | loss: 0.0311431 | val_loss: 0.0311666 | Time: 1555.68 ms [2020-12-28 17:14:33 main:574] : INFO : Epoch 894 | loss: 0.0311439 | val_loss: 0.0311633 | Time: 1523.99 ms [2020-12-28 17:14:34 main:574] : INFO : Epoch 895 | loss: 0.0311422 | val_loss: 0.0311634 | Time: 1523.59 ms [2020-12-28 17:14:36 main:574] : INFO : Epoch 896 | loss: 0.0311424 | val_loss: 0.031165 | Time: 1582.83 ms [2020-12-28 17:14:38 main:574] : INFO : Epoch 897 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 1487.99 ms [2020-12-28 17:14:39 main:574] : INFO : Epoch 898 | loss: 0.0311405 | val_loss: 0.0311637 | Time: 1608.21 ms [2020-12-28 17:14:41 main:574] : INFO : Epoch 899 | loss: 0.0311418 | val_loss: 0.0311639 | Time: 1461.63 ms [2020-12-28 17:14:42 main:574] : INFO : Epoch 900 | loss: 0.0311415 | val_loss: 0.0311669 | Time: 1534.28 ms [2020-12-28 17:14:44 main:574] : INFO : Epoch 901 | loss: 0.0311399 | val_loss: 0.0311646 | Time: 1473.78 ms [2020-12-28 17:14:45 main:574] : INFO : Epoch 902 | loss: 0.0311408 | val_loss: 0.0311653 | Time: 1601.63 ms [2020-12-28 17:14:47 main:574] : INFO : Epoch 903 | loss: 0.0311444 | val_loss: 0.0311667 | Time: 1488.66 ms [2020-12-28 17:14:48 main:574] : INFO : Epoch 904 | loss: 0.0311459 | val_loss: 0.0311676 | Time: 1572.4 ms [2020-12-28 17:14:50 main:574] : INFO : Epoch 905 | loss: 0.0311428 | val_loss: 0.0311674 | Time: 1483.36 ms [2020-12-28 17:14:51 main:574] : INFO : Epoch 906 | loss: 0.0311419 | val_loss: 0.0311618 | Time: 1460.53 ms [2020-12-28 17:14:53 main:574] : INFO : Epoch 907 | loss: 0.0311414 | val_loss: 0.0311651 | Time: 1540.53 ms [2020-12-28 17:14:54 main:574] : INFO : Epoch 908 | loss: 0.0311441 | val_loss: 0.031167 | Time: 1517.3 ms [2020-12-28 17:14:56 main:574] : INFO : Epoch 909 | loss: 0.0311446 | val_loss: 0.0311673 | Time: 1529.05 ms [2020-12-28 17:14:57 main:574] : INFO : Epoch 910 | loss: 0.0311439 | val_loss: 0.0311676 | Time: 1434.6 ms [2020-12-28 17:14:59 main:574] : INFO : Epoch 911 | loss: 0.0311464 | val_loss: 0.0311677 | Time: 1592.07 ms [2020-12-28 17:15:01 main:574] : INFO : Epoch 912 | loss: 0.0311457 | val_loss: 0.0311631 | Time: 1528.05 ms [2020-12-28 17:15:02 main:574] : INFO : Epoch 913 | loss: 0.0311453 | val_loss: 0.0311626 | Time: 1534.83 ms [2020-12-28 17:15:03 main:574] : INFO : Epoch 914 | loss: 0.0311509 | val_loss: 0.0311664 | Time: 1424.59 ms [2020-12-28 17:15:05 main:574] : INFO : Epoch 915 | loss: 0.0311513 | val_loss: 0.0311661 | Time: 1517.83 ms [2020-12-28 17:15:07 main:574] : INFO : Epoch 916 | loss: 0.0311491 | val_loss: 0.0311695 | Time: 1564.7 ms [2020-12-28 17:15:08 main:574] : INFO : Epoch 917 | loss: 0.0311499 | val_loss: 0.0311616 | Time: 1688.34 ms [2020-12-28 17:15:10 main:574] : INFO : Epoch 918 | loss: 0.0311496 | val_loss: 0.0311731 | Time: 1526.09 ms [2020-12-28 17:15:11 main:574] : INFO : Epoch 919 | loss: 0.0311475 | val_loss: 0.0311595 | Time: 1466.9 ms [2020-12-28 17:15:13 main:574] : INFO : Epoch 920 | loss: 0.0311474 | val_loss: 0.0311618 | Time: 1556.44 ms [2020-12-28 17:15:15 main:574] : INFO : Epoch 921 | loss: 0.0311457 | val_loss: 0.0311636 | Time: 1692.94 ms [2020-12-28 17:15:16 main:574] : INFO : Epoch 922 | loss: 0.0311471 | val_loss: 0.0311669 | Time: 1676.79 ms [2020-12-28 17:15:18 main:574] : INFO : Epoch 923 | loss: 0.0311464 | val_loss: 0.0311648 | Time: 1544.86 ms [2020-12-28 17:15:19 main:574] : INFO : Epoch 924 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 1548.5 ms [2020-12-28 17:15:21 main:574] : INFO : Epoch 925 | loss: 0.0311439 | val_loss: 0.0311622 | Time: 1456.95 ms [2020-12-28 17:15:22 main:574] : INFO : Epoch 926 | loss: 0.0311443 | val_loss: 0.0311618 | Time: 1573.65 ms [2020-12-28 17:15:24 main:574] : INFO : Epoch 927 | loss: 0.0311471 | val_loss: 0.0311646 | Time: 1478.85 ms [2020-12-28 17:15:25 main:574] : INFO : Epoch 928 | loss: 0.031148 | val_loss: 0.031162 | Time: 1579.34 ms [2020-12-28 17:15:27 main:574] : INFO : Epoch 929 | loss: 0.0311461 | val_loss: 0.0311617 | Time: 1486.93 ms [2020-12-28 17:15:29 main:574] : INFO : Epoch 930 | loss: 0.0311457 | val_loss: 0.0311634 | Time: 1614.36 ms [2020-12-28 17:15:30 main:574] : INFO : Epoch 931 | loss: 0.0311456 | val_loss: 0.0311632 | Time: 1578.24 ms [2020-12-28 17:15:32 main:574] : INFO : Epoch 932 | loss: 0.0311471 | val_loss: 0.0311622 | Time: 1516.41 ms [2020-12-28 17:15:33 main:574] : INFO : Epoch 933 | loss: 0.0311455 | val_loss: 0.0311617 | Time: 1527.4 ms [2020-12-28 17:15:35 main:574] : INFO : Epoch 934 | loss: 0.0311461 | val_loss: 0.0311626 | Time: 1510.44 ms [2020-12-28 17:15:36 main:574] : INFO : Epoch 935 | loss: 0.0311456 | val_loss: 0.0311667 | Time: 1532.24 ms [2020-12-28 17:15:38 main:574] : INFO : Epoch 936 | loss: 0.0311454 | val_loss: 0.0311664 | Time: 1460.66 ms [2020-12-28 17:15:39 main:574] : INFO : Epoch 937 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 1584.05 ms [2020-12-28 17:15:41 main:574] : INFO : Epoch 938 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 1516.19 ms [2020-12-28 17:15:42 main:574] : INFO : Epoch 939 | loss: 0.031144 | val_loss: 0.0311629 | Time: 1653.15 ms [2020-12-28 17:15:44 main:574] : INFO : Epoch 940 | loss: 0.0311446 | val_loss: 0.0311631 | Time: 1463.55 ms [2020-12-28 17:15:46 main:574] : INFO : Epoch 941 | loss: 0.031144 | val_loss: 0.0311642 | Time: 1588.04 ms [2020-12-28 17:15:47 main:574] : INFO : Epoch 942 | loss: 0.0311493 | val_loss: 0.0311675 | Time: 1586.61 ms [2020-12-28 17:15:49 main:574] : INFO : Epoch 943 | loss: 0.0311486 | val_loss: 0.0311628 | Time: 1544.43 ms [2020-12-28 17:15:50 main:574] : INFO : Epoch 944 | loss: 0.0311453 | val_loss: 0.0311649 | Time: 1547.72 ms [2020-12-28 17:15:52 main:574] : INFO : Epoch 945 | loss: 0.0311463 | val_loss: 0.031165 | Time: 1515.18 ms [2020-12-28 17:15:53 main:574] : INFO : Epoch 946 | loss: 0.0311471 | val_loss: 0.0311636 | Time: 1559.12 ms [2020-12-28 17:15:55 main:574] : INFO : Epoch 947 | loss: 0.0311453 | val_loss: 0.0311705 | Time: 1544.78 ms [2020-12-28 17:15:56 main:574] : INFO : Epoch 948 | loss: 0.0311492 | val_loss: 0.0311616 | Time: 1519.04 ms [2020-12-28 17:15:58 main:574] : INFO : Epoch 949 | loss: 0.0311467 | val_loss: 0.0311668 | Time: 1503.58 ms [2020-12-28 17:16:00 main:574] : INFO : Epoch 950 | loss: 0.0311483 | val_loss: 0.031165 | Time: 1627.87 ms [2020-12-28 17:16:01 main:574] : INFO : Epoch 951 | loss: 0.0311451 | val_loss: 0.0311625 | Time: 1585.08 ms [2020-12-28 17:16:03 main:574] : INFO : Epoch 952 | loss: 0.0311438 | val_loss: 0.0311605 | Time: 1631.43 ms [2020-12-28 17:16:04 main:574] : INFO : Epoch 953 | loss: 0.0311432 | val_loss: 0.0311621 | Time: 1495.05 ms [2020-12-28 17:16:06 main:574] : INFO : Epoch 954 | loss: 0.0311437 | val_loss: 0.0311604 | Time: 1545.89 ms [2020-12-28 17:16:07 main:574] : INFO : Epoch 955 | loss: 0.0311451 | val_loss: 0.0311684 | Time: 1477.36 ms [2020-12-28 17:16:09 main:574] : INFO : Epoch 956 | loss: 0.0311516 | val_loss: 0.0311647 | Time: 1570.88 ms [2020-12-28 17:16:10 main:574] : INFO : Epoch 957 | loss: 0.031154 | val_loss: 0.0311703 | Time: 1451.22 ms [2020-12-28 17:16:12 main:574] : INFO : Epoch 958 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 1519.98 ms [2020-12-28 17:16:14 main:574] : INFO : Epoch 959 | loss: 0.0311567 | val_loss: 0.0311682 | Time: 1615.59 ms [2020-12-28 17:16:15 main:574] : INFO : Epoch 960 | loss: 0.0311549 | val_loss: 0.0311678 | Time: 1699.02 ms [2020-12-28 17:16:17 main:574] : INFO : Epoch 961 | loss: 0.0311534 | val_loss: 0.0311669 | Time: 1523.61 ms [2020-12-28 17:16:18 main:574] : INFO : Epoch 962 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 1544.38 ms [2020-12-28 17:16:20 main:574] : INFO : Epoch 963 | loss: 0.0311517 | val_loss: 0.0311656 | Time: 1596.86 ms [2020-12-28 17:16:21 main:574] : INFO : Epoch 964 | loss: 0.031152 | val_loss: 0.0311697 | Time: 1481.08 ms [2020-12-28 17:16:23 main:574] : INFO : Epoch 965 | loss: 0.0311518 | val_loss: 0.031165 | Time: 1576.94 ms [2020-12-28 17:16:25 main:574] : INFO : Epoch 966 | loss: 0.0311496 | val_loss: 0.0311682 | Time: 1677.77 ms [2020-12-28 17:16:26 main:574] : INFO : Epoch 967 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1556.02 ms [2020-12-28 17:16:28 main:574] : INFO : Epoch 968 | loss: 0.0311529 | val_loss: 0.031166 | Time: 1423.06 ms [2020-12-28 17:16:29 main:574] : INFO : Epoch 969 | loss: 0.0311545 | val_loss: 0.031169 | Time: 1609.12 ms [2020-12-28 17:16:31 main:574] : INFO : Epoch 970 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 1486.27 ms [2020-12-28 17:16:32 main:574] : INFO : Epoch 971 | loss: 0.0311499 | val_loss: 0.0311675 | Time: 1538.28 ms [2020-12-28 17:16:34 main:574] : INFO : Epoch 972 | loss: 0.0311507 | val_loss: 0.0311666 | Time: 1535.54 ms [2020-12-28 17:16:35 main:574] : INFO : Epoch 973 | loss: 0.0311517 | val_loss: 0.031164 | Time: 1620.66 ms [2020-12-28 17:16:37 main:574] : INFO : Epoch 974 | loss: 0.0311482 | val_loss: 0.0311648 | Time: 1474.92 ms [2020-12-28 17:16:39 main:574] : INFO : Epoch 975 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 1596.98 ms [2020-12-28 17:16:40 main:574] : INFO : Epoch 976 | loss: 0.0311477 | val_loss: 0.0311617 | Time: 1558.89 ms [2020-12-28 17:16:42 main:574] : INFO : Epoch 977 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 1503.55 ms [2020-12-28 17:16:43 main:574] : INFO : Epoch 978 | loss: 0.0311513 | val_loss: 0.0311601 | Time: 1542.05 ms [2020-12-28 17:16:45 main:574] : INFO : Epoch 979 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1495.37 ms [2020-12-28 17:16:46 main:574] : INFO : Epoch 980 | loss: 0.0311625 | val_loss: 0.0311813 | Time: 1501.2 ms [2020-12-28 17:16:48 main:574] : INFO : Epoch 981 | loss: 0.03117 | val_loss: 0.0311773 | Time: 1476.02 ms [2020-12-28 17:16:49 main:574] : INFO : Epoch 982 | loss: 0.0311683 | val_loss: 0.0311782 | Time: 1538.45 ms [2020-12-28 17:16:51 main:574] : INFO : Epoch 983 | loss: 0.0311671 | val_loss: 0.031172 | Time: 1527.6 ms [2020-12-28 17:16:52 main:574] : INFO : Epoch 984 | loss: 0.031161 | val_loss: 0.0311658 | Time: 1557.96 ms [2020-12-28 17:16:54 main:574] : INFO : Epoch 985 | loss: 0.0311573 | val_loss: 0.0311631 | Time: 1547.2 ms [2020-12-28 17:16:55 main:574] : INFO : Epoch 986 | loss: 0.0311568 | val_loss: 0.0311663 | Time: 1528.66 ms [2020-12-28 17:16:57 main:574] : INFO : Epoch 987 | loss: 0.0311551 | val_loss: 0.0311619 | Time: 1564.73 ms [2020-12-28 17:16:59 main:574] : INFO : Epoch 988 | loss: 0.0311539 | val_loss: 0.031164 | Time: 1589.16 ms [2020-12-28 17:17:00 main:574] : INFO : Epoch 989 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 1586.93 ms [2020-12-28 17:17:02 main:574] : INFO : Epoch 990 | loss: 0.0311532 | val_loss: 0.0311625 | Time: 1450.79 ms [2020-12-28 17:17:03 main:574] : INFO : Epoch 991 | loss: 0.0311545 | val_loss: 0.0311609 | Time: 1509.89 ms [2020-12-28 17:17:05 main:574] : INFO : Epoch 992 | loss: 0.0311536 | val_loss: 0.0311608 | Time: 1498.14 ms [2020-12-28 17:17:06 main:574] : INFO : Epoch 993 | loss: 0.0311519 | val_loss: 0.0311622 | Time: 1536.4 ms [2020-12-28 17:17:08 main:574] : INFO : Epoch 994 | loss: 0.031151 | val_loss: 0.0311613 | Time: 1486.31 ms [2020-12-28 17:17:09 main:574] : INFO : Epoch 995 | loss: 0.0311506 | val_loss: 0.0311609 | Time: 1586.71 ms [2020-12-28 17:17:11 main:574] : INFO : Epoch 996 | loss: 0.0311506 | val_loss: 0.0311785 | Time: 1465.68 ms [2020-12-28 17:17:12 main:574] : INFO : Epoch 997 | loss: 0.031158 | val_loss: 0.0311638 | Time: 1547.81 ms [2020-12-28 17:17:14 main:574] : INFO : Epoch 998 | loss: 0.0311538 | val_loss: 0.0311721 | Time: 1627.21 ms [2020-12-28 17:17:16 main:574] : INFO : Epoch 999 | loss: 0.0311516 | val_loss: 0.031161 | Time: 1635.83 ms [2020-12-28 17:17:17 main:574] : INFO : Epoch 1000 | loss: 0.0311494 | val_loss: 0.0311648 | Time: 1512.78 ms [2020-12-28 17:17:19 main:574] : INFO : Epoch 1001 | loss: 0.0311487 | val_loss: 0.0311602 | Time: 1563.37 ms [2020-12-28 17:17:20 main:574] : INFO : Epoch 1002 | loss: 0.0311475 | val_loss: 0.0311598 | Time: 1513.65 ms [2020-12-28 17:17:22 main:574] : INFO : Epoch 1003 | loss: 0.03115 | val_loss: 0.0311651 | Time: 1540.83 ms [2020-12-28 17:17:23 main:574] : INFO : Epoch 1004 | loss: 0.0311468 | val_loss: 0.0311597 | Time: 1583.34 ms [2020-12-28 17:17:25 main:574] : INFO : Epoch 1005 | loss: 0.0311468 | val_loss: 0.0311579 | Time: 1430.31 ms [2020-12-28 17:17:26 main:574] : INFO : Epoch 1006 | loss: 0.0311469 | val_loss: 0.0311609 | Time: 1653.02 ms [2020-12-28 17:17:28 main:574] : INFO : Epoch 1007 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1489.2 ms [2020-12-28 17:17:30 main:574] : INFO : Epoch 1008 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 1614.13 ms [2020-12-28 17:17:31 main:574] : INFO : Epoch 1009 | loss: 0.0311512 | val_loss: 0.031162 | Time: 1476.62 ms [2020-12-28 17:17:33 main:574] : INFO : Epoch 1010 | loss: 0.0311476 | val_loss: 0.0311607 | Time: 1568.84 ms [2020-12-28 17:17:34 main:574] : INFO : Epoch 1011 | loss: 0.0311491 | val_loss: 0.0311639 | Time: 1488.02 ms [2020-12-28 17:17:36 main:574] : INFO : Epoch 1012 | loss: 0.0311537 | val_loss: 0.0311657 | Time: 1489.26 ms [2020-12-28 17:17:37 main:574] : INFO : Epoch 1013 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1503.78 ms [2020-12-28 17:17:39 main:574] : INFO : Epoch 1014 | loss: 0.0311504 | val_loss: 0.0311635 | Time: 1486.71 ms [2020-12-28 17:17:40 main:574] : INFO : Epoch 1015 | loss: 0.0311489 | val_loss: 0.0311639 | Time: 1547.12 ms [2020-12-28 17:17:42 main:574] : INFO : Epoch 1016 | loss: 0.0311491 | val_loss: 0.0311631 | Time: 1544.38 ms [2020-12-28 17:17:43 main:574] : INFO : Epoch 1017 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1575.91 ms [2020-12-28 17:17:45 main:574] : INFO : Epoch 1018 | loss: 0.0311509 | val_loss: 0.0311638 | Time: 1486.25 ms [2020-12-28 17:17:46 main:574] : INFO : Epoch 1019 | loss: 0.0311517 | val_loss: 0.0311637 | Time: 1629.31 ms [2020-12-28 17:17:48 main:574] : INFO : Epoch 1020 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 1408.18 ms [2020-12-28 17:17:49 main:574] : INFO : Epoch 1021 | loss: 0.0311529 | val_loss: 0.031172 | Time: 1519.11 ms [2020-12-28 17:17:51 main:574] : INFO : Epoch 1022 | loss: 0.031159 | val_loss: 0.0311638 | Time: 1579.02 ms [2020-12-28 17:17:53 main:574] : INFO : Epoch 1023 | loss: 0.031156 | val_loss: 0.0311649 | Time: 1547.56 ms [2020-12-28 17:17:54 main:574] : INFO : Epoch 1024 | loss: 0.0311563 | val_loss: 0.0311705 | Time: 1480.09 ms [2020-12-28 17:17:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311705 [2020-12-28 17:17:54 main:603] : INFO : Saving end state to config to file [2020-12-28 17:17:54 main:608] : INFO : Success, exiting.. 17:17:54 (19928): 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)