Task 3735934
| Name | ParityMachine-1605454973-18455-15_0 |
| Workunit | 1918467 |
| Created | 19 Jan 2021, 21:05:26 UTC |
| Sent | 22 Jan 2021, 0:12:12 UTC |
| Report deadline | 29 Jan 2021, 0:12:12 UTC |
| Received | 22 Jan 2021, 14:45:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 27 min 21 sec |
| CPU time | 26 min 59 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 4,459.56 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: 0.0311559 | val_loss: 0.0311698 | Time: 1581.37 ms
[2021-01-22 09:31:29 main:574] : INFO : Epoch 515 | loss: 0.0311552 | val_loss: 0.0311686 | Time: 1589.7 ms
[2021-01-22 09:31:30 main:574] : INFO : Epoch 516 | loss: 0.0311542 | val_loss: 0.0311686 | Time: 1586.03 ms
[2021-01-22 09:31:32 main:574] : INFO : Epoch 517 | loss: 0.031157 | val_loss: 0.031167 | Time: 1592.5 ms
[2021-01-22 09:31:33 main:574] : INFO : Epoch 518 | loss: 0.031155 | val_loss: 0.0311679 | Time: 1592.78 ms
[2021-01-22 09:31:35 main:574] : INFO : Epoch 519 | loss: 0.0311531 | val_loss: 0.0311665 | Time: 1569 ms
[2021-01-22 09:31:37 main:574] : INFO : Epoch 520 | loss: 0.0311533 | val_loss: 0.0311682 | Time: 1633.36 ms
[2021-01-22 09:31:38 main:574] : INFO : Epoch 521 | loss: 0.0311547 | val_loss: 0.031167 | Time: 1571.93 ms
[2021-01-22 09:31:40 main:574] : INFO : Epoch 522 | loss: 0.0311562 | val_loss: 0.031166 | Time: 1568.18 ms
[2021-01-22 09:31:41 main:574] : INFO : Epoch 523 | loss: 0.0311585 | val_loss: 0.0311738 | Time: 1580.15 ms
[2021-01-22 09:31:43 main:574] : INFO : Epoch 524 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 1582.58 ms
[2021-01-22 09:31:45 main:574] : INFO : Epoch 525 | loss: 0.0311566 | val_loss: 0.0311659 | Time: 1604.47 ms
[2021-01-22 09:31:46 main:574] : INFO : Epoch 526 | loss: 0.0311537 | val_loss: 0.0311642 | Time: 1603.01 ms
[2021-01-22 09:31:48 main:574] : INFO : Epoch 527 | loss: 0.0311568 | val_loss: 0.0311695 | Time: 1597.47 ms
[2021-01-22 09:31:49 main:574] : INFO : Epoch 528 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1577.28 ms
[2021-01-22 09:31:51 main:574] : INFO : Epoch 529 | loss: 0.0311582 | val_loss: 0.0311712 | Time: 1571.95 ms
[2021-01-22 09:31:53 main:574] : INFO : Epoch 530 | loss: 0.0311582 | val_loss: 0.03117 | Time: 1599.22 ms
[2021-01-22 09:31:54 main:574] : INFO : Epoch 531 | loss: 0.0311589 | val_loss: 0.0311686 | Time: 1614.86 ms
[2021-01-22 09:31:56 main:574] : INFO : Epoch 532 | loss: 0.03116 | val_loss: 0.03117 | Time: 1622.95 ms
[2021-01-22 09:31:57 main:574] : INFO : Epoch 533 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 1567.07 ms
[2021-01-22 09:31:59 main:574] : INFO : Epoch 534 | loss: 0.031162 | val_loss: 0.031169 | Time: 1559.38 ms
[2021-01-22 09:32:01 main:574] : INFO : Epoch 535 | loss: 0.03116 | val_loss: 0.0311694 | Time: 1584.04 ms
[2021-01-22 09:32:02 main:574] : INFO : Epoch 536 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 1541.16 ms
[2021-01-22 09:32:04 main:574] : INFO : Epoch 537 | loss: 0.0311583 | val_loss: 0.0311698 | Time: 1581.57 ms
[2021-01-22 09:32:05 main:574] : INFO : Epoch 538 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 1604.34 ms
[2021-01-22 09:32:07 main:574] : INFO : Epoch 539 | loss: 0.0311573 | val_loss: 0.031169 | Time: 1565.57 ms
[2021-01-22 09:32:09 main:574] : INFO : Epoch 540 | loss: 0.0311583 | val_loss: 0.0311699 | Time: 1588.94 ms
[2021-01-22 09:32:10 main:574] : INFO : Epoch 541 | loss: 0.0311577 | val_loss: 0.0311676 | Time: 1594.98 ms
[2021-01-22 09:32:12 main:574] : INFO : Epoch 542 | loss: 0.0311572 | val_loss: 0.031171 | Time: 1574.4 ms
[2021-01-22 09:32:13 main:574] : INFO : Epoch 543 | loss: 0.0311589 | val_loss: 0.031171 | Time: 1591.23 ms
[2021-01-22 09:32:15 main:574] : INFO : Epoch 544 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1570.42 ms
[2021-01-22 09:32:16 main:574] : INFO : Epoch 545 | loss: 0.0311569 | val_loss: 0.031168 | Time: 1589.47 ms
[2021-01-22 09:32:18 main:574] : INFO : Epoch 546 | loss: 0.0311564 | val_loss: 0.0311691 | Time: 1579.57 ms
[2021-01-22 09:32:20 main:574] : INFO : Epoch 547 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 1614.28 ms
[2021-01-22 09:32:21 main:574] : INFO : Epoch 548 | loss: 0.0311561 | val_loss: 0.0311686 | Time: 1588.54 ms
[2021-01-22 09:32:23 main:574] : INFO : Epoch 549 | loss: 0.031156 | val_loss: 0.0311687 | Time: 1526.84 ms
[2021-01-22 09:32:24 main:574] : INFO : Epoch 550 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 1564.87 ms
[2021-01-22 09:32:26 main:574] : INFO : Epoch 551 | loss: 0.0311561 | val_loss: 0.0311706 | Time: 1568.25 ms
[2021-01-22 09:32:28 main:574] : INFO : Epoch 552 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1581.07 ms
[2021-01-22 09:32:29 main:574] : INFO : Epoch 553 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1566.07 ms
[2021-01-22 09:32:31 main:574] : INFO : Epoch 554 | loss: 0.0311573 | val_loss: 0.0311698 | Time: 1599.53 ms
[2021-01-22 09:32:32 main:574] : INFO : Epoch 555 | loss: 0.0311572 | val_loss: 0.0311718 | Time: 1581.48 ms
[2021-01-22 09:32:34 main:574] : INFO : Epoch 556 | loss: 0.0311565 | val_loss: 0.0311691 | Time: 1531 ms
[2021-01-22 09:32:35 main:574] : INFO : Epoch 557 | loss: 0.0311562 | val_loss: 0.0311713 | Time: 1540.32 ms
[2021-01-22 09:32:37 main:574] : INFO : Epoch 558 | loss: 0.0311577 | val_loss: 0.031169 | Time: 1566.63 ms
[2021-01-22 09:32:39 main:574] : INFO : Epoch 559 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 1541.31 ms
[2021-01-22 09:32:40 main:574] : INFO : Epoch 560 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 1588.62 ms
[2021-01-22 09:32:42 main:574] : INFO : Epoch 561 | loss: 0.0311583 | val_loss: 0.0311689 | Time: 1592.64 ms
[2021-01-22 09:32:43 main:574] : INFO : Epoch 562 | loss: 0.031158 | val_loss: 0.0311706 | Time: 1567.61 ms
[2021-01-22 09:32:45 main:574] : INFO : Epoch 563 | loss: 0.031161 | val_loss: 0.0311704 | Time: 1552.52 ms
[2021-01-22 09:32:47 main:574] : INFO : Epoch 564 | loss: 0.0311639 | val_loss: 0.03117 | Time: 1582.44 ms
[2021-01-22 09:32:48 main:574] : INFO : Epoch 565 | loss: 0.031166 | val_loss: 0.0311714 | Time: 1590.14 ms
[2021-01-22 09:32:50 main:574] : INFO : Epoch 566 | loss: 0.0311661 | val_loss: 0.0311683 | Time: 1577.14 ms
[2021-01-22 09:32:51 main:574] : INFO : Epoch 567 | loss: 0.0311627 | val_loss: 0.0311669 | Time: 1564.14 ms
[2021-01-22 09:32:53 main:574] : INFO : Epoch 568 | loss: 0.0311619 | val_loss: 0.0311674 | Time: 1599.54 ms
[2021-01-22 09:32:54 main:574] : INFO : Epoch 569 | loss: 0.0311614 | val_loss: 0.0311691 | Time: 1553.65 ms
[2021-01-22 09:32:56 main:574] : INFO : Epoch 570 | loss: 0.0311628 | val_loss: 0.0311705 | Time: 1556.88 ms
[2021-01-22 09:32:58 main:574] : INFO : Epoch 571 | loss: 0.0311624 | val_loss: 0.0311688 | Time: 1595.5 ms
[2021-01-22 09:32:59 main:574] : INFO : Epoch 572 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1580.34 ms
[2021-01-22 09:33:01 main:574] : INFO : Epoch 573 | loss: 0.0311607 | val_loss: 0.0311667 | Time: 1597.4 ms
[2021-01-22 09:33:02 main:574] : INFO : Epoch 574 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 1603.49 ms
[2021-01-22 09:33:04 main:574] : INFO : Epoch 575 | loss: 0.031161 | val_loss: 0.0311726 | Time: 1579.39 ms
[2021-01-22 09:33:06 main:574] : INFO : Epoch 576 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1569.03 ms
[2021-01-22 09:33:07 main:574] : INFO : Epoch 577 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 1567.97 ms
[2021-01-22 09:33:09 main:574] : INFO : Epoch 578 | loss: 0.0311622 | val_loss: 0.03117 | Time: 1568.55 ms
[2021-01-22 09:33:10 main:574] : INFO : Epoch 579 | loss: 0.0311613 | val_loss: 0.0311681 | Time: 1574.52 ms
[2021-01-22 09:33:12 main:574] : INFO : Epoch 580 | loss: 0.0311607 | val_loss: 0.0311695 | Time: 1551.38 ms
[2021-01-22 09:33:13 main:574] : INFO : Epoch 581 | loss: 0.0311594 | val_loss: 0.0311686 | Time: 1567.72 ms
[2021-01-22 09:33:15 main:574] : INFO : Epoch 582 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 1612.09 ms
[2021-01-22 09:33:17 main:574] : INFO : Epoch 583 | loss: 0.0311598 | val_loss: 0.0311685 | Time: 1588.08 ms
[2021-01-22 09:33:18 main:574] : INFO : Epoch 584 | loss: 0.0311587 | val_loss: 0.0311676 | Time: 1586.69 ms
[2021-01-22 09:33:20 main:574] : INFO : Epoch 585 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 1617.64 ms
[2021-01-22 09:33:22 main:574] : INFO : Epoch 586 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1597.97 ms
[2021-01-22 09:33:23 main:574] : INFO : Epoch 587 | loss: 0.0311603 | val_loss: 0.031171 | Time: 1590.71 ms
[2021-01-22 09:33:25 main:574] : INFO : Epoch 588 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 1588.49 ms
[2021-01-22 09:33:26 main:574] : INFO : Epoch 589 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 1555.54 ms
[2021-01-22 09:33:28 main:574] : INFO : Epoch 590 | loss: 0.0311588 | val_loss: 0.0311712 | Time: 1558.51 ms
[2021-01-22 09:33:29 main:574] : INFO : Epoch 591 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 1595.17 ms
[2021-01-22 09:33:31 main:574] : INFO : Epoch 592 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 1547.36 ms
[2021-01-22 09:33:33 main:574] : INFO : Epoch 593 | loss: 0.0311585 | val_loss: 0.031171 | Time: 1561.4 ms
[2021-01-22 09:33:34 main:574] : INFO : Epoch 594 | loss: 0.0311587 | val_loss: 0.0311722 | Time: 1586.62 ms
[2021-01-22 09:33:36 main:574] : INFO : Epoch 595 | loss: 0.0311604 | val_loss: 0.0311694 | Time: 1575.16 ms
[2021-01-22 09:33:37 main:574] : INFO : Epoch 596 | loss: 0.0311597 | val_loss: 0.0311688 | Time: 1604.25 ms
[2021-01-22 09:33:39 main:574] : INFO : Epoch 597 | loss: 0.0311601 | val_loss: 0.0311664 | Time: 1594.96 ms
[2021-01-22 09:33:41 main:574] : INFO : Epoch 598 | loss: 0.0311595 | val_loss: 0.0311656 | Time: 1580.47 ms
[2021-01-22 09:33:42 main:574] : INFO : Epoch 599 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 1568.29 ms
[2021-01-22 09:33:44 main:574] : INFO : Epoch 600 | loss: 0.031158 | val_loss: 0.0311653 | Time: 1553.79 ms
[2021-01-22 09:33:45 main:574] : INFO : Epoch 601 | loss: 0.031158 | val_loss: 0.0311704 | Time: 1589.03 ms
[2021-01-22 09:33:47 main:574] : INFO : Epoch 602 | loss: 0.0311577 | val_loss: 0.0311663 | Time: 1582.59 ms
[2021-01-22 09:33:48 main:574] : INFO : Epoch 603 | loss: 0.0311579 | val_loss: 0.0311702 | Time: 1571.36 ms
[2021-01-22 09:33:50 main:574] : INFO : Epoch 604 | loss: 0.0311599 | val_loss: 0.0311686 | Time: 1581.65 ms
[2021-01-22 09:33:52 main:574] : INFO : Epoch 605 | loss: 0.0311589 | val_loss: 0.0311729 | Time: 1576.98 ms
[2021-01-22 09:33:53 main:574] : INFO : Epoch 606 | loss: 0.0311626 | val_loss: 0.0311698 | Time: 1561.11 ms
[2021-01-22 09:33:55 main:574] : INFO : Epoch 607 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 1580.97 ms
[2021-01-22 09:33:56 main:574] : INFO : Epoch 608 | loss: 0.031159 | val_loss: 0.0311667 | Time: 1579.01 ms
[2021-01-22 09:33:58 main:574] : INFO : Epoch 609 | loss: 0.0311574 | val_loss: 0.0311684 | Time: 1586.25 ms
[2021-01-22 09:34:00 main:574] : INFO : Epoch 610 | loss: 0.0311587 | val_loss: 0.0311666 | Time: 1620.3 ms
[2021-01-22 09:34:01 main:574] : INFO : Epoch 611 | loss: 0.0311564 | val_loss: 0.0311672 | Time: 1563.14 ms
[2021-01-22 09:34:03 main:574] : INFO : Epoch 612 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 1562.44 ms
[2021-01-22 09:34:04 main:574] : INFO : Epoch 613 | loss: 0.0311559 | val_loss: 0.0311653 | Time: 1610.94 ms
[2021-01-22 09:34:06 main:574] : INFO : Epoch 614 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 1588.43 ms
[2021-01-22 09:34:08 main:574] : INFO : Epoch 615 | loss: 0.0311555 | val_loss: 0.0311675 | Time: 1603.72 ms
[2021-01-22 09:34:09 main:574] : INFO : Epoch 616 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 1566.99 ms
[2021-01-22 09:34:11 main:574] : INFO : Epoch 617 | loss: 0.0311556 | val_loss: 0.031167 | Time: 1576.78 ms
[2021-01-22 09:34:12 main:574] : INFO : Epoch 618 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 1583.49 ms
[2021-01-22 09:34:14 main:574] : INFO : Epoch 619 | loss: 0.0311554 | val_loss: 0.0311657 | Time: 1588.5 ms
[2021-01-22 09:34:16 main:574] : INFO : Epoch 620 | loss: 0.031157 | val_loss: 0.0311689 | Time: 1571.15 ms
[2021-01-22 09:34:17 main:574] : INFO : Epoch 621 | loss: 0.0311565 | val_loss: 0.0311658 | Time: 1572.8 ms
[2021-01-22 09:34:19 main:574] : INFO : Epoch 622 | loss: 0.0311578 | val_loss: 0.0311659 | Time: 1563.19 ms
[2021-01-22 09:34:20 main:574] : INFO : Epoch 623 | loss: 0.0311579 | val_loss: 0.0311735 | Time: 1604.67 ms
[2021-01-22 09:34:22 main:574] : INFO : Epoch 624 | loss: 0.0311586 | val_loss: 0.0311699 | Time: 1592.91 ms
[2021-01-22 09:34:24 main:574] : INFO : Epoch 625 | loss: 0.0311566 | val_loss: 0.0311663 | Time: 1595.14 ms
[2021-01-22 09:34:25 main:574] : INFO : Epoch 626 | loss: 0.0311553 | val_loss: 0.031167 | Time: 1584.67 ms
[2021-01-22 09:34:27 main:574] : INFO : Epoch 627 | loss: 0.0311553 | val_loss: 0.0311665 | Time: 1554.37 ms
[2021-01-22 09:34:28 main:574] : INFO : Epoch 628 | loss: 0.0311551 | val_loss: 0.0311686 | Time: 1572.41 ms
[2021-01-22 09:34:30 main:574] : INFO : Epoch 629 | loss: 0.0311564 | val_loss: 0.0311669 | Time: 1564.44 ms
[2021-01-22 09:34:31 main:574] : INFO : Epoch 630 | loss: 0.0311554 | val_loss: 0.0311659 | Time: 1571.02 ms
[2021-01-22 09:34:33 main:574] : INFO : Epoch 631 | loss: 0.0311569 | val_loss: 0.0311666 | Time: 1602.39 ms
[2021-01-22 09:34:35 main:574] : INFO : Epoch 632 | loss: 0.031155 | val_loss: 0.0311671 | Time: 1589.7 ms
[2021-01-22 09:34:36 main:574] : INFO : Epoch 633 | loss: 0.0311544 | val_loss: 0.0311658 | Time: 1569.18 ms
[2021-01-22 09:34:38 main:574] : INFO : Epoch 634 | loss: 0.0311544 | val_loss: 0.0311714 | Time: 1562.81 ms
[2021-01-22 09:34:39 main:574] : INFO : Epoch 635 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 1607.46 ms
[2021-01-22 09:34:41 main:574] : INFO : Epoch 636 | loss: 0.0311569 | val_loss: 0.031167 | Time: 1608.9 ms
[2021-01-22 09:34:43 main:574] : INFO : Epoch 637 | loss: 0.0311546 | val_loss: 0.0311671 | Time: 1579.82 ms
[2021-01-22 09:34:44 main:574] : INFO : Epoch 638 | loss: 0.0311546 | val_loss: 0.0311674 | Time: 1593.77 ms
[2021-01-22 09:34:46 main:574] : INFO : Epoch 639 | loss: 0.0311539 | val_loss: 0.0311672 | Time: 1591.72 ms
[2021-01-22 09:34:47 main:574] : INFO : Epoch 640 | loss: 0.0311541 | val_loss: 0.0311683 | Time: 1589.33 ms
[2021-01-22 09:34:49 main:574] : INFO : Epoch 641 | loss: 0.0311543 | val_loss: 0.0311665 | Time: 1601.35 ms
[2021-01-22 09:34:51 main:574] : INFO : Epoch 642 | loss: 0.0311542 | val_loss: 0.0311702 | Time: 1575.37 ms
[2021-01-22 09:34:52 main:574] : INFO : Epoch 643 | loss: 0.0311543 | val_loss: 0.0311704 | Time: 1586.82 ms
[2021-01-22 09:34:54 main:574] : INFO : Epoch 644 | loss: 0.0311557 | val_loss: 0.0311708 | Time: 1564.93 ms
[2021-01-22 09:34:55 main:574] : INFO : Epoch 645 | loss: 0.0311544 | val_loss: 0.0311663 | Time: 1600.43 ms
[2021-01-22 09:34:57 main:574] : INFO : Epoch 646 | loss: 0.031153 | val_loss: 0.0311678 | Time: 1583.09 ms
[2021-01-22 09:34:59 main:574] : INFO : Epoch 647 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 1576.1 ms
[2021-01-22 09:35:00 main:574] : INFO : Epoch 648 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1566 ms
[2021-01-22 09:35:02 main:574] : INFO : Epoch 649 | loss: 0.0311545 | val_loss: 0.0311739 | Time: 1581.47 ms
[2021-01-22 09:35:03 main:574] : INFO : Epoch 650 | loss: 0.0311611 | val_loss: 0.0311728 | Time: 1583.41 ms
[2021-01-22 09:35:05 main:574] : INFO : Epoch 651 | loss: 0.031155 | val_loss: 0.0311684 | Time: 1581.24 ms
[2021-01-22 09:35:06 main:574] : INFO : Epoch 652 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1556.92 ms
[2021-01-22 09:35:08 main:574] : INFO : Epoch 653 | loss: 0.0311553 | val_loss: 0.0311661 | Time: 1571.29 ms
[2021-01-22 09:35:10 main:574] : INFO : Epoch 654 | loss: 0.0311525 | val_loss: 0.0311674 | Time: 1609.77 ms
[2021-01-22 09:35:11 main:574] : INFO : Epoch 655 | loss: 0.0311531 | val_loss: 0.0311693 | Time: 1587.62 ms
[2021-01-22 09:35:13 main:574] : INFO : Epoch 656 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 1546.36 ms
[2021-01-22 09:35:14 main:574] : INFO : Epoch 657 | loss: 0.0311539 | val_loss: 0.0311717 | Time: 1572.13 ms
[2021-01-22 09:35:16 main:574] : INFO : Epoch 658 | loss: 0.0311541 | val_loss: 0.0311688 | Time: 1587.59 ms
[2021-01-22 09:35:18 main:574] : INFO : Epoch 659 | loss: 0.0311522 | val_loss: 0.0311684 | Time: 1540.11 ms
[2021-01-22 09:35:19 main:574] : INFO : Epoch 660 | loss: 0.0311518 | val_loss: 0.031167 | Time: 1562.54 ms
[2021-01-22 09:35:21 main:574] : INFO : Epoch 661 | loss: 0.0311509 | val_loss: 0.031167 | Time: 1581.46 ms
[2021-01-22 09:35:22 main:574] : INFO : Epoch 662 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 1582.04 ms
[2021-01-22 09:35:24 main:574] : INFO : Epoch 663 | loss: 0.031152 | val_loss: 0.0311668 | Time: 1556.99 ms
[2021-01-22 09:35:25 main:574] : INFO : Epoch 664 | loss: 0.0311516 | val_loss: 0.0311675 | Time: 1560.46 ms
[2021-01-22 09:35:27 main:574] : INFO : Epoch 665 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 1557.36 ms
[2021-01-22 09:35:29 main:574] : INFO : Epoch 666 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 1587.53 ms
[2021-01-22 09:35:30 main:574] : INFO : Epoch 667 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 1542.05 ms
[2021-01-22 09:35:32 main:574] : INFO : Epoch 668 | loss: 0.0311526 | val_loss: 0.0311673 | Time: 1562.95 ms
[2021-01-22 09:35:33 main:574] : INFO : Epoch 669 | loss: 0.0311521 | val_loss: 0.0311683 | Time: 1588.24 ms
[2021-01-22 09:35:35 main:574] : INFO : Epoch 670 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 1574.78 ms
[2021-01-22 09:35:37 main:574] : INFO : Epoch 671 | loss: 0.0311521 | val_loss: 0.0311676 | Time: 1587.65 ms
[2021-01-22 09:35:38 main:574] : INFO : Epoch 672 | loss: 0.0311526 | val_loss: 0.0311665 | Time: 1580.69 ms
[2021-01-22 09:35:40 main:574] : INFO : Epoch 673 | loss: 0.0311549 | val_loss: 0.0311655 | Time: 1545.1 ms
[2021-01-22 09:35:41 main:574] : INFO : Epoch 674 | loss: 0.031152 | val_loss: 0.0311677 | Time: 1561.06 ms
[2021-01-22 09:35:43 main:574] : INFO : Epoch 675 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1581.22 ms
[2021-01-22 09:35:44 main:574] : INFO : Epoch 676 | loss: 0.0311529 | val_loss: 0.0311695 | Time: 1564.37 ms
[2021-01-22 09:35:46 main:574] : INFO : Epoch 677 | loss: 0.0311545 | val_loss: 0.0311694 | Time: 1581.3 ms
[2021-01-22 09:35:48 main:574] : INFO : Epoch 678 | loss: 0.0311544 | val_loss: 0.0311686 | Time: 1584.37 ms
[2021-01-22 09:35:49 main:574] : INFO : Epoch 679 | loss: 0.0311524 | val_loss: 0.0311665 | Time: 1583.36 ms
[2021-01-22 09:35:51 main:574] : INFO : Epoch 680 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 1584.48 ms
[2021-01-22 09:35:52 main:574] : INFO : Epoch 681 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 1598.56 ms
[2021-01-22 09:35:54 main:574] : INFO : Epoch 682 | loss: 0.0311507 | val_loss: 0.0311658 | Time: 1598.33 ms
[2021-01-22 09:35:56 main:574] : INFO : Epoch 683 | loss: 0.0311518 | val_loss: 0.0311685 | Time: 1576 ms
[2021-01-22 09:35:57 main:574] : INFO : Epoch 684 | loss: 0.0311504 | val_loss: 0.0311656 | Time: 1599.64 ms
[2021-01-22 09:35:59 main:574] : INFO : Epoch 685 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1586.05 ms
[2021-01-22 09:36:00 main:574] : INFO : Epoch 686 | loss: 0.0311499 | val_loss: 0.0311672 | Time: 1572.8 ms
[2021-01-22 09:36:02 main:574] : INFO : Epoch 687 | loss: 0.0311516 | val_loss: 0.0311656 | Time: 1576.92 ms
[2021-01-22 09:36:04 main:574] : INFO : Epoch 688 | loss: 0.0311515 | val_loss: 0.0311684 | Time: 1606.74 ms
[2021-01-22 09:36:05 main:574] : INFO : Epoch 689 | loss: 0.03115 | val_loss: 0.0311654 | Time: 1586.94 ms
[2021-01-22 09:36:07 main:574] : INFO : Epoch 690 | loss: 0.0311497 | val_loss: 0.0311654 | Time: 1569.38 ms
[2021-01-22 09:36:08 main:574] : INFO : Epoch 691 | loss: 0.0311499 | val_loss: 0.0311651 | Time: 1609.33 ms
[2021-01-22 09:36:10 main:574] : INFO : Epoch 692 | loss: 0.0311503 | val_loss: 0.0311653 | Time: 1577.89 ms
[2021-01-22 09:36:12 main:574] : INFO : Epoch 693 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 1591.85 ms
[2021-01-22 09:36:13 main:574] : INFO : Epoch 694 | loss: 0.0311526 | val_loss: 0.0311645 | Time: 1576.6 ms
[2021-01-22 09:36:15 main:574] : INFO : Epoch 695 | loss: 0.0311522 | val_loss: 0.031165 | Time: 1583.98 ms
[2021-01-22 09:36:16 main:574] : INFO : Epoch 696 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 1582.61 ms
[2021-01-22 09:36:18 main:574] : INFO : Epoch 697 | loss: 0.0311516 | val_loss: 0.0311661 | Time: 1572.83 ms
[2021-01-22 09:36:19 main:574] : INFO : Epoch 698 | loss: 0.0311508 | val_loss: 0.0311674 | Time: 1550.17 ms
[2021-01-22 09:36:21 main:574] : INFO : Epoch 699 | loss: 0.0311537 | val_loss: 0.031172 | Time: 1586.36 ms
[2021-01-22 09:36:23 main:574] : INFO : Epoch 700 | loss: 0.0311525 | val_loss: 0.0311662 | Time: 1577.71 ms
[2021-01-22 09:36:24 main:574] : INFO : Epoch 701 | loss: 0.0311532 | val_loss: 0.0311651 | Time: 1593.81 ms
[2021-01-22 09:36:26 main:574] : INFO : Epoch 702 | loss: 0.0311529 | val_loss: 0.0311654 | Time: 1568.15 ms
[2021-01-22 09:36:27 main:574] : INFO : Epoch 703 | loss: 0.0311519 | val_loss: 0.0311656 | Time: 1590.11 ms
[2021-01-22 09:36:29 main:574] : INFO : Epoch 704 | loss: 0.0311517 | val_loss: 0.0311655 | Time: 1588.98 ms
[2021-01-22 09:36:31 main:574] : INFO : Epoch 705 | loss: 0.031151 | val_loss: 0.0311668 | Time: 1601.73 ms
[2021-01-22 09:36:32 main:574] : INFO : Epoch 706 | loss: 0.0311514 | val_loss: 0.0311634 | Time: 1593.57 ms
[2021-01-22 09:36:34 main:574] : INFO : Epoch 707 | loss: 0.031151 | val_loss: 0.0311648 | Time: 1595.6 ms
[2021-01-22 09:36:35 main:574] : INFO : Epoch 708 | loss: 0.0311528 | val_loss: 0.0311648 | Time: 1532.66 ms
[2021-01-22 09:36:37 main:574] : INFO : Epoch 709 | loss: 0.0311519 | val_loss: 0.0311648 | Time: 1582.67 ms
[2021-01-22 09:36:39 main:574] : INFO : Epoch 710 | loss: 0.0311516 | val_loss: 0.031165 | Time: 1583.18 ms
[2021-01-22 09:36:40 main:574] : INFO : Epoch 711 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 1590.54 ms
[2021-01-22 09:36:42 main:574] : INFO : Epoch 712 | loss: 0.0311524 | val_loss: 0.0311691 | Time: 1565.51 ms
[2021-01-22 09:36:43 main:574] : INFO : Epoch 713 | loss: 0.0311514 | val_loss: 0.0311651 | Time: 1567.24 ms
[2021-01-22 09:36:45 main:574] : INFO : Epoch 714 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 1579.47 ms
[2021-01-22 09:36:46 main:574] : INFO : Epoch 715 | loss: 0.0311541 | val_loss: 0.0311665 | Time: 1569.63 ms
[2021-01-22 09:36:48 main:574] : INFO : Epoch 716 | loss: 0.0311532 | val_loss: 0.0311672 | Time: 1563.79 ms
[2021-01-22 09:36:50 main:574] : INFO : Epoch 717 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 1584.55 ms
[2021-01-22 09:36:51 main:574] : INFO : Epoch 718 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 1567.4 ms
[2021-01-22 09:36:53 main:574] : INFO : Epoch 719 | loss: 0.0311507 | val_loss: 0.0311653 | Time: 1568 ms
[2021-01-22 09:36:54 main:574] : INFO : Epoch 720 | loss: 0.0311506 | val_loss: 0.0311634 | Time: 1572.39 ms
[2021-01-22 09:36:56 main:574] : INFO : Epoch 721 | loss: 0.0311506 | val_loss: 0.0311643 | Time: 1543.37 ms
[2021-01-22 09:36:58 main:574] : INFO : Epoch 722 | loss: 0.0311499 | val_loss: 0.0311638 | Time: 1586.63 ms
[2021-01-22 09:36:59 main:574] : INFO : Epoch 723 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 1583.11 ms
[2021-01-22 09:37:01 main:574] : INFO : Epoch 724 | loss: 0.0311525 | val_loss: 0.0311688 | Time: 1569.68 ms
[2021-01-22 09:37:02 main:574] : INFO : Epoch 725 | loss: 0.0311549 | val_loss: 0.0311668 | Time: 1567.37 ms
[2021-01-22 09:37:04 main:574] : INFO : Epoch 726 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 1614.35 ms
[2021-01-22 09:37:05 main:574] : INFO : Epoch 727 | loss: 0.0311566 | val_loss: 0.0311661 | Time: 1564.59 ms
[2021-01-22 09:37:07 main:574] : INFO : Epoch 728 | loss: 0.0311554 | val_loss: 0.0311676 | Time: 1564.44 ms
[2021-01-22 09:37:09 main:574] : INFO : Epoch 729 | loss: 0.031156 | val_loss: 0.0311698 | Time: 1606.72 ms
[2021-01-22 09:37:10 main:574] : INFO : Epoch 730 | loss: 0.0311547 | val_loss: 0.0311657 | Time: 1614.3 ms
[2021-01-22 09:37:12 main:574] : INFO : Epoch 731 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 1560.09 ms
[2021-01-22 09:37:13 main:574] : INFO : Epoch 732 | loss: 0.031154 | val_loss: 0.0311675 | Time: 1559.53 ms
[2021-01-22 09:37:15 main:574] : INFO : Epoch 733 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 1572.26 ms
[2021-01-22 09:37:17 main:574] : INFO : Epoch 734 | loss: 0.0311519 | val_loss: 0.0311671 | Time: 1573.76 ms
[2021-01-22 09:37:18 main:574] : INFO : Epoch 735 | loss: 0.0311518 | val_loss: 0.0311671 | Time: 1584.79 ms
[2021-01-22 09:37:20 main:574] : INFO : Epoch 736 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 1582.87 ms
[2021-01-22 09:37:21 main:574] : INFO : Epoch 737 | loss: 0.0311553 | val_loss: 0.0311688 | Time: 1604.98 ms
[2021-01-22 09:37:23 main:574] : INFO : Epoch 738 | loss: 0.0311571 | val_loss: 0.0311642 | Time: 1592.6 ms
[2021-01-22 09:37:25 main:574] : INFO : Epoch 739 | loss: 0.0311543 | val_loss: 0.0311641 | Time: 1607.17 ms
[2021-01-22 09:37:26 main:574] : INFO : Epoch 740 | loss: 0.0311532 | val_loss: 0.0311635 | Time: 1584.71 ms
[2021-01-22 09:37:28 main:574] : INFO : Epoch 741 | loss: 0.0311529 | val_loss: 0.0311646 | Time: 1577.24 ms
[2021-01-22 09:37:29 main:574] : INFO : Epoch 742 | loss: 0.0311527 | val_loss: 0.0311662 | Time: 1587.91 ms
[2021-01-22 09:37:31 main:574] : INFO : Epoch 743 | loss: 0.0311536 | val_loss: 0.0311646 | Time: 1583.07 ms
[2021-01-22 09:37:33 main:574] : INFO : Epoch 744 | loss: 0.0311535 | val_loss: 0.0311635 | Time: 1567.22 ms
[2021-01-22 09:37:34 main:574] : INFO : Epoch 745 | loss: 0.0311529 | val_loss: 0.0311642 | Time: 1581.95 ms
[2021-01-22 09:37:36 main:574] : INFO : Epoch 746 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 1586.61 ms
[2021-01-22 09:37:37 main:574] : INFO : Epoch 747 | loss: 0.0311511 | val_loss: 0.0311627 | Time: 1593.89 ms
[2021-01-22 09:37:39 main:574] : INFO : Epoch 748 | loss: 0.0311504 | val_loss: 0.031162 | Time: 1588.85 ms
[2021-01-22 09:37:41 main:574] : INFO : Epoch 749 | loss: 0.0311514 | val_loss: 0.0311627 | Time: 1564.42 ms
[2021-01-22 09:37:42 main:574] : INFO : Epoch 750 | loss: 0.0311516 | val_loss: 0.0311643 | Time: 1567.59 ms
[2021-01-22 09:37:44 main:574] : INFO : Epoch 751 | loss: 0.0311507 | val_loss: 0.0311632 | Time: 1566.34 ms
[2021-01-22 09:37:45 main:574] : INFO : Epoch 752 | loss: 0.0311498 | val_loss: 0.0311636 | Time: 1583.01 ms
[2021-01-22 09:37:47 main:574] : INFO : Epoch 753 | loss: 0.0311537 | val_loss: 0.0311687 | Time: 1576.3 ms
[2021-01-22 09:37:48 main:574] : INFO : Epoch 754 | loss: 0.0311539 | val_loss: 0.0311622 | Time: 1561.8 ms
[2021-01-22 09:37:50 main:574] : INFO : Epoch 755 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 1568.32 ms
[2021-01-22 09:37:52 main:574] : INFO : Epoch 756 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 1581.56 ms
[2021-01-22 09:37:53 main:574] : INFO : Epoch 757 | loss: 0.0311503 | val_loss: 0.0311609 | Time: 1573.28 ms
[2021-01-22 09:37:55 main:574] : INFO : Epoch 758 | loss: 0.0311509 | val_loss: 0.0311617 | Time: 1562.92 ms
[2021-01-22 09:37:56 main:574] : INFO : Epoch 759 | loss: 0.0311516 | val_loss: 0.031162 | Time: 1577.01 ms
[2021-01-22 09:37:58 main:574] : INFO : Epoch 760 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 1598.56 ms
[2021-01-22 09:38:00 main:574] : INFO : Epoch 761 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 1567.23 ms
[2021-01-22 09:38:01 main:574] : INFO : Epoch 762 | loss: 0.031155 | val_loss: 0.0311659 | Time: 1567.1 ms
[2021-01-22 09:38:03 main:574] : INFO : Epoch 763 | loss: 0.0311525 | val_loss: 0.0311661 | Time: 1603.3 ms
[2021-01-22 09:38:04 main:574] : INFO : Epoch 764 | loss: 0.0311504 | val_loss: 0.0311638 | Time: 1561.02 ms
[2021-01-22 09:38:06 main:574] : INFO : Epoch 765 | loss: 0.0311523 | val_loss: 0.0311656 | Time: 1560.55 ms
[2021-01-22 09:38:07 main:574] : INFO : Epoch 766 | loss: 0.031152 | val_loss: 0.0311643 | Time: 1570.86 ms
[2021-01-22 09:38:09 main:574] : INFO : Epoch 767 | loss: 0.0311517 | val_loss: 0.0311633 | Time: 1569.57 ms
[2021-01-22 09:38:11 main:574] : INFO : Epoch 768 | loss: 0.0311549 | val_loss: 0.0311776 | Time: 1565.22 ms
[2021-01-22 09:38:12 main:574] : INFO : Epoch 769 | loss: 0.0311551 | val_loss: 0.0311666 | Time: 1593.77 ms
[2021-01-22 09:38:14 main:574] : INFO : Epoch 770 | loss: 0.031151 | val_loss: 0.0311646 | Time: 1595.58 ms
[2021-01-22 09:38:15 main:574] : INFO : Epoch 771 | loss: 0.0311504 | val_loss: 0.0311636 | Time: 1578.42 ms
[2021-01-22 09:38:17 main:574] : INFO : Epoch 772 | loss: 0.0311499 | val_loss: 0.0311623 | Time: 1560.87 ms
[2021-01-22 09:38:19 main:574] : INFO : Epoch 773 | loss: 0.0311514 | val_loss: 0.0311659 | Time: 1557.23 ms
[2021-01-22 09:38:20 main:574] : INFO : Epoch 774 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 1602.37 ms
[2021-01-22 09:38:22 main:574] : INFO : Epoch 775 | loss: 0.03115 | val_loss: 0.0311634 | Time: 1563.94 ms
[2021-01-22 09:38:23 main:574] : INFO : Epoch 776 | loss: 0.0311491 | val_loss: 0.0311658 | Time: 1579.01 ms
[2021-01-22 09:38:25 main:574] : INFO : Epoch 777 | loss: 0.0311504 | val_loss: 0.0311652 | Time: 1598.71 ms
[2021-01-22 09:38:26 main:574] : INFO : Epoch 778 | loss: 0.0311502 | val_loss: 0.0311667 | Time: 1552.6 ms
[2021-01-22 09:38:28 main:574] : INFO : Epoch 779 | loss: 0.0311514 | val_loss: 0.0311656 | Time: 1590.6 ms
[2021-01-22 09:38:30 main:574] : INFO : Epoch 780 | loss: 0.031154 | val_loss: 0.0311662 | Time: 1599.38 ms
[2021-01-22 09:38:31 main:574] : INFO : Epoch 781 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 1568.98 ms
[2021-01-22 09:38:33 main:574] : INFO : Epoch 782 | loss: 0.031155 | val_loss: 0.0311637 | Time: 1581.51 ms
[2021-01-22 09:38:34 main:574] : INFO : Epoch 783 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 1563.37 ms
[2021-01-22 09:38:36 main:574] : INFO : Epoch 784 | loss: 0.0311545 | val_loss: 0.0311637 | Time: 1599.87 ms
[2021-01-22 09:38:38 main:574] : INFO : Epoch 785 | loss: 0.0311537 | val_loss: 0.0311628 | Time: 1572.08 ms
[2021-01-22 09:38:39 main:574] : INFO : Epoch 786 | loss: 0.0311527 | val_loss: 0.0311619 | Time: 1571.6 ms
[2021-01-22 09:38:41 main:574] : INFO : Epoch 787 | loss: 0.0311563 | val_loss: 0.0311671 | Time: 1587.5 ms
[2021-01-22 09:38:42 main:574] : INFO : Epoch 788 | loss: 0.0311568 | val_loss: 0.031164 | Time: 1580.54 ms
[2021-01-22 09:38:44 main:574] : INFO : Epoch 789 | loss: 0.0311568 | val_loss: 0.03117 | Time: 1605.66 ms
[2021-01-22 09:38:46 main:574] : INFO : Epoch 790 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 1563.83 ms
[2021-01-22 09:38:47 main:574] : INFO : Epoch 791 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 1577.19 ms
[2021-01-22 09:38:49 main:574] : INFO : Epoch 792 | loss: 0.0311577 | val_loss: 0.0311697 | Time: 1575.34 ms
[2021-01-22 09:38:50 main:574] : INFO : Epoch 793 | loss: 0.0311834 | val_loss: 0.0312908 | Time: 1582.24 ms
[2021-01-22 09:38:52 main:574] : INFO : Epoch 794 | loss: 0.0370555 | val_loss: 0.0530103 | Time: 1581.89 ms
[2021-01-22 09:38:54 main:574] : INFO : Epoch 795 | loss: 0.0371818 | val_loss: 0.0326371 | Time: 1578.05 ms
[2021-01-22 09:38:55 main:574] : INFO : Epoch 796 | loss: 0.0315937 | val_loss: 0.0312653 | Time: 1572.76 ms
[2021-01-22 09:38:57 main:574] : INFO : Epoch 797 | loss: 0.0312226 | val_loss: 0.0311987 | Time: 1580.68 ms
[2021-01-22 09:38:58 main:574] : INFO : Epoch 798 | loss: 0.0311726 | val_loss: 0.0311722 | Time: 1545.99 ms
[2021-01-22 09:39:00 main:574] : INFO : Epoch 799 | loss: 0.03116 | val_loss: 0.0311708 | Time: 1557.05 ms
[2021-01-22 09:39:01 main:574] : INFO : Epoch 800 | loss: 0.0311581 | val_loss: 0.0311684 | Time: 1559.86 ms
[2021-01-22 09:39:03 main:574] : INFO : Epoch 801 | loss: 0.0311573 | val_loss: 0.0311686 | Time: 1582.23 ms
[2021-01-22 09:39:05 main:574] : INFO : Epoch 802 | loss: 0.0311564 | val_loss: 0.0311662 | Time: 1576.82 ms
[2021-01-22 09:39:06 main:574] : INFO : Epoch 803 | loss: 0.0311545 | val_loss: 0.0311653 | Time: 1572.09 ms
[2021-01-22 09:39:08 main:574] : INFO : Epoch 804 | loss: 0.0311556 | val_loss: 0.031164 | Time: 1595.97 ms
[2021-01-22 09:39:09 main:574] : INFO : Epoch 805 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 1556.01 ms
[2021-01-22 09:39:11 main:574] : INFO : Epoch 806 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 1583.97 ms
[2021-01-22 09:39:12 main:574] : INFO : Epoch 807 | loss: 0.0311546 | val_loss: 0.0311642 | Time: 1541 ms
[2021-01-22 09:39:14 main:574] : INFO : Epoch 808 | loss: 0.0311536 | val_loss: 0.031163 | Time: 1550.42 ms
[2021-01-22 09:39:16 main:574] : INFO : Epoch 809 | loss: 0.0311526 | val_loss: 0.0311627 | Time: 1577.98 ms
[2021-01-22 09:39:17 main:574] : INFO : Epoch 810 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 1617.56 ms
[2021-01-22 09:39:19 main:574] : INFO : Epoch 811 | loss: 0.0311524 | val_loss: 0.0311639 | Time: 1572.79 ms
[2021-01-22 09:39:20 main:574] : INFO : Epoch 812 | loss: 0.0311528 | val_loss: 0.0311628 | Time: 1631.87 ms
[2021-01-22 09:39:22 main:574] : INFO : Epoch 813 | loss: 0.0311525 | val_loss: 0.0311633 | Time: 1569.32 ms
[2021-01-22 09:39:24 main:574] : INFO : Epoch 814 | loss: 0.0311522 | val_loss: 0.031161 | Time: 1570.66 ms
[2021-01-22 09:39:25 main:574] : INFO : Epoch 815 | loss: 0.0311515 | val_loss: 0.0311622 | Time: 1571.32 ms
[2021-01-22 09:39:27 main:574] : INFO : Epoch 816 | loss: 0.0311512 | val_loss: 0.0311619 | Time: 1574.2 ms
[2021-01-22 09:39:28 main:574] : INFO : Epoch 817 | loss: 0.0311559 | val_loss: 0.0311669 | Time: 1551.43 ms
[2021-01-22 09:39:30 main:574] : INFO : Epoch 818 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 1572.17 ms
[2021-01-22 09:39:32 main:574] : INFO : Epoch 819 | loss: 0.031162 | val_loss: 0.031168 | Time: 1588.13 ms
[2021-01-22 09:39:33 main:574] : INFO : Epoch 820 | loss: 0.0311603 | val_loss: 0.0311651 | Time: 1574.99 ms
[2021-01-22 09:39:35 main:574] : INFO : Epoch 821 | loss: 0.0311585 | val_loss: 0.0311649 | Time: 1567.44 ms
[2021-01-22 09:39:36 main:574] : INFO : Epoch 822 | loss: 0.0311577 | val_loss: 0.0311643 | Time: 1563.98 ms
[2021-01-22 09:39:38 main:574] : INFO : Epoch 823 | loss: 0.0311563 | val_loss: 0.0311639 | Time: 1576.92 ms
[2021-01-22 09:39:39 main:574] : INFO : Epoch 824 | loss: 0.0311565 | val_loss: 0.031164 | Time: 1559.85 ms
[2021-01-22 09:39:41 main:574] : INFO : Epoch 825 | loss: 0.031156 | val_loss: 0.0311649 | Time: 1576.93 ms
[2021-01-22 09:39:43 main:574] : INFO : Epoch 826 | loss: 0.0311564 | val_loss: 0.0311655 | Time: 1603.59 ms
[2021-01-22 09:39:44 main:574] : INFO : Epoch 827 | loss: 0.0311584 | val_loss: 0.031175 | Time: 1562.2 ms
[2021-01-22 09:39:46 main:574] : INFO : Epoch 828 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 1574.64 ms
[2021-01-22 09:39:47 main:574] : INFO : Epoch 829 | loss: 0.031157 | val_loss: 0.0311654 | Time: 1568.89 ms
[2021-01-22 09:39:49 main:574] : INFO : Epoch 830 | loss: 0.0311563 | val_loss: 0.0311653 | Time: 1575.61 ms
[2021-01-22 09:39:51 main:574] : INFO : Epoch 831 | loss: 0.0311559 | val_loss: 0.0311649 | Time: 1595.24 ms
[2021-01-22 09:39:52 main:574] : INFO : Epoch 832 | loss: 0.031156 | val_loss: 0.031164 | Time: 1600.17 ms
[2021-01-22 09:39:54 main:574] : INFO : Epoch 833 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 1556.08 ms
[2021-01-22 09:39:55 main:574] : INFO : Epoch 834 | loss: 0.0311541 | val_loss: 0.0311634 | Time: 1600.2 ms
[2021-01-22 09:39:57 main:574] : INFO : Epoch 835 | loss: 0.0311539 | val_loss: 0.0311632 | Time: 1590.5 ms
[2021-01-22 09:39:58 main:574] : INFO : Epoch 836 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 1557.9 ms
[2021-01-22 09:40:00 main:574] : INFO : Epoch 837 | loss: 0.0311537 | val_loss: 0.031166 | Time: 1566.53 ms
[2021-01-22 09:40:02 main:574] : INFO : Epoch 838 | loss: 0.0311536 | val_loss: 0.031163 | Time: 1587.41 ms
[2021-01-22 09:40:03 main:574] : INFO : Epoch 839 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 1566.74 ms
[2021-01-22 09:40:05 main:574] : INFO : Epoch 840 | loss: 0.0311526 | val_loss: 0.0311644 | Time: 1602.03 ms
[2021-01-22 09:40:06 main:574] : INFO : Epoch 841 | loss: 0.0311525 | val_loss: 0.0311624 | Time: 1603.17 ms
[2021-01-22 09:40:08 main:574] : INFO : Epoch 842 | loss: 0.0311522 | val_loss: 0.0311641 | Time: 1522.92 ms
[2021-01-22 09:40:10 main:574] : INFO : Epoch 843 | loss: 0.0311545 | val_loss: 0.031162 | Time: 1587.67 ms
[2021-01-22 09:40:11 main:574] : INFO : Epoch 844 | loss: 0.0311587 | val_loss: 0.0311621 | Time: 1581.11 ms
[2021-01-22 09:40:13 main:574] : INFO : Epoch 845 | loss: 0.0311555 | val_loss: 0.0311615 | Time: 1572.96 ms
[2021-01-22 09:40:14 main:574] : INFO : Epoch 846 | loss: 0.0311539 | val_loss: 0.0311594 | Time: 1584.94 ms
[2021-01-22 09:40:16 main:574] : INFO : Epoch 847 | loss: 0.0311553 | val_loss: 0.031166 | Time: 1573.93 ms
[2021-01-22 09:40:18 main:574] : INFO : Epoch 848 | loss: 0.0311574 | val_loss: 0.0311642 | Time: 1575.46 ms
[2021-01-22 09:40:19 main:574] : INFO : Epoch 849 | loss: 0.0311551 | val_loss: 0.031161 | Time: 1562.54 ms
[2021-01-22 09:40:21 main:574] : INFO : Epoch 850 | loss: 0.0311529 | val_loss: 0.0311601 | Time: 1580.8 ms
[2021-01-22 09:40:22 main:574] : INFO : Epoch 851 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 1559.8 ms
[2021-01-22 09:40:24 main:574] : INFO : Epoch 852 | loss: 0.0311532 | val_loss: 0.031163 | Time: 1587.95 ms
[2021-01-22 09:40:25 main:574] : INFO : Epoch 853 | loss: 0.0311527 | val_loss: 0.0311624 | Time: 1580.32 ms
[2021-01-22 09:40:27 main:574] : INFO : Epoch 854 | loss: 0.0311519 | val_loss: 0.0311667 | Time: 1586.01 ms
[2021-01-22 09:40:29 main:574] : INFO : Epoch 855 | loss: 0.0311529 | val_loss: 0.0311633 | Time: 1572.09 ms
[2021-01-22 09:40:30 main:574] : INFO : Epoch 856 | loss: 0.0311531 | val_loss: 0.0311604 | Time: 1565.14 ms
[2021-01-22 09:40:32 main:574] : INFO : Epoch 857 | loss: 0.0311534 | val_loss: 0.0311605 | Time: 1562.93 ms
[2021-01-22 09:40:33 main:574] : INFO : Epoch 858 | loss: 0.031152 | val_loss: 0.0311622 | Time: 1590.04 ms
[2021-01-22 09:40:35 main:574] : INFO : Epoch 859 | loss: 0.0311523 | val_loss: 0.0311683 | Time: 1594.75 ms
[2021-01-22 09:40:37 main:574] : INFO : Epoch 860 | loss: 0.0311576 | val_loss: 0.0311725 | Time: 1584.61 ms
[2021-01-22 09:40:38 main:574] : INFO : Epoch 861 | loss: 0.0311581 | val_loss: 0.0311657 | Time: 1577.74 ms
[2021-01-22 09:40:40 main:574] : INFO : Epoch 862 | loss: 0.0311577 | val_loss: 0.0311624 | Time: 1590.26 ms
[2021-01-22 09:40:41 main:574] : INFO : Epoch 863 | loss: 0.0311558 | val_loss: 0.0311687 | Time: 1566.69 ms
[2021-01-22 09:40:43 main:574] : INFO : Epoch 864 | loss: 0.0311574 | val_loss: 0.0311641 | Time: 1582.83 ms
[2021-01-22 09:40:45 main:574] : INFO : Epoch 865 | loss: 0.0311581 | val_loss: 0.0311649 | Time: 1575.93 ms
[2021-01-22 09:40:46 main:574] : INFO : Epoch 866 | loss: 0.031158 | val_loss: 0.0311642 | Time: 1575.78 ms
[2021-01-22 09:40:48 main:574] : INFO : Epoch 867 | loss: 0.031157 | val_loss: 0.0311694 | Time: 1582.34 ms
[2021-01-22 09:40:49 main:574] : INFO : Epoch 868 | loss: 0.0311567 | val_loss: 0.031166 | Time: 1575.05 ms
[2021-01-22 09:40:51 main:574] : INFO : Epoch 869 | loss: 0.0311548 | val_loss: 0.0311659 | Time: 1551.94 ms
[2021-01-22 09:40:52 main:574] : INFO : Epoch 870 | loss: 0.0311548 | val_loss: 0.0311654 | Time: 1583.43 ms
[2021-01-22 09:40:54 main:574] : INFO : Epoch 871 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1539.75 ms
[2021-01-22 09:40:56 main:574] : INFO : Epoch 872 | loss: 0.0311548 | val_loss: 0.0311648 | Time: 1546.5 ms
[2021-01-22 09:40:57 main:574] : INFO : Epoch 873 | loss: 0.0311527 | val_loss: 0.0311666 | Time: 1572.5 ms
[2021-01-22 09:40:59 main:574] : INFO : Epoch 874 | loss: 0.0311532 | val_loss: 0.0311717 | Time: 1563.23 ms
[2021-01-22 09:41:00 main:574] : INFO : Epoch 875 | loss: 0.0311537 | val_loss: 0.0311649 | Time: 1601.7 ms
[2021-01-22 09:41:02 main:574] : INFO : Epoch 876 | loss: 0.0311528 | val_loss: 0.031164 | Time: 1577.58 ms
[2021-01-22 09:41:04 main:574] : INFO : Epoch 877 | loss: 0.0311533 | val_loss: 0.0311653 | Time: 1591.36 ms
[2021-01-22 09:41:05 main:574] : INFO : Epoch 878 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 1618.24 ms
[2021-01-22 09:41:07 main:574] : INFO : Epoch 879 | loss: 0.0311514 | val_loss: 0.0311645 | Time: 1571.37 ms
[2021-01-22 09:41:08 main:574] : INFO : Epoch 880 | loss: 0.0311513 | val_loss: 0.0311657 | Time: 1548.43 ms
[2021-01-22 09:41:10 main:574] : INFO : Epoch 881 | loss: 0.0311529 | val_loss: 0.0311663 | Time: 1604.73 ms
[2021-01-22 09:41:11 main:574] : INFO : Epoch 882 | loss: 0.0311541 | val_loss: 0.0311655 | Time: 1572.1 ms
[2021-01-22 09:41:13 main:574] : INFO : Epoch 883 | loss: 0.0311515 | val_loss: 0.0311639 | Time: 1566.49 ms
[2021-01-22 09:41:15 main:574] : INFO : Epoch 884 | loss: 0.0311516 | val_loss: 0.0311703 | Time: 1591.11 ms
[2021-01-22 09:41:16 main:574] : INFO : Epoch 885 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 1578.12 ms
[2021-01-22 09:41:18 main:574] : INFO : Epoch 886 | loss: 0.031152 | val_loss: 0.0311657 | Time: 1584.27 ms
[2021-01-22 09:41:19 main:574] : INFO : Epoch 887 | loss: 0.0311527 | val_loss: 0.0311664 | Time: 1571.94 ms
[2021-01-22 09:41:21 main:574] : INFO : Epoch 888 | loss: 0.0311534 | val_loss: 0.0311672 | Time: 1556.47 ms
[2021-01-22 09:41:23 main:574] : INFO : Epoch 889 | loss: 0.0311532 | val_loss: 0.031168 | Time: 1585.63 ms
[2021-01-22 09:41:24 main:574] : INFO : Epoch 890 | loss: 0.0311551 | val_loss: 0.031167 | Time: 1602.01 ms
[2021-01-22 09:41:26 main:574] : INFO : Epoch 891 | loss: 0.0311532 | val_loss: 0.0311639 | Time: 1590.5 ms
[2021-01-22 09:41:27 main:574] : INFO : Epoch 892 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 1579.75 ms
[2021-01-22 09:41:29 main:574] : INFO : Epoch 893 | loss: 0.0311535 | val_loss: 0.0311666 | Time: 1575.9 ms
[2021-01-22 09:41:31 main:574] : INFO : Epoch 894 | loss: 0.0311532 | val_loss: 0.0311631 | Time: 1594.27 ms
[2021-01-22 09:41:32 main:574] : INFO : Epoch 895 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 1594.04 ms
[2021-01-22 09:41:34 main:574] : INFO : Epoch 896 | loss: 0.0311522 | val_loss: 0.0311693 | Time: 1584.35 ms
[2021-01-22 09:41:35 main:574] : INFO : Epoch 897 | loss: 0.031153 | val_loss: 0.0311648 | Time: 1571.57 ms
[2021-01-22 09:41:37 main:574] : INFO : Epoch 898 | loss: 0.0311528 | val_loss: 0.0311649 | Time: 1603.2 ms
[2021-01-22 09:41:39 main:574] : INFO : Epoch 899 | loss: 0.031153 | val_loss: 0.0311633 | Time: 1585.04 ms
[2021-01-22 09:41:40 main:574] : INFO : Epoch 900 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 1596.98 ms
[2021-01-22 09:41:42 main:574] : INFO : Epoch 901 | loss: 0.0311514 | val_loss: 0.0311657 | Time: 1583.73 ms
[2021-01-22 09:41:43 main:574] : INFO : Epoch 902 | loss: 0.0311519 | val_loss: 0.0311661 | Time: 1579.83 ms
[2021-01-22 09:41:45 main:574] : INFO : Epoch 903 | loss: 0.0311528 | val_loss: 0.0311653 | Time: 1588.18 ms
[2021-01-22 09:41:47 main:574] : INFO : Epoch 904 | loss: 0.0311513 | val_loss: 0.0311644 | Time: 1577.93 ms
[2021-01-22 09:41:48 main:574] : INFO : Epoch 905 | loss: 0.0311502 | val_loss: 0.031165 | Time: 1591.52 ms
[2021-01-22 09:41:50 main:574] : INFO : Epoch 906 | loss: 0.0311508 | val_loss: 0.0311633 | Time: 1577.18 ms
[2021-01-22 09:41:51 main:574] : INFO : Epoch 907 | loss: 0.0311502 | val_loss: 0.0311631 | Time: 1592.08 ms
[2021-01-22 09:41:53 main:574] : INFO : Epoch 908 | loss: 0.0311516 | val_loss: 0.0311696 | Time: 1589.89 ms
[2021-01-22 09:41:55 main:574] : INFO : Epoch 909 | loss: 0.0311546 | val_loss: 0.0311664 | Time: 1573 ms
[2021-01-22 09:41:56 main:574] : INFO : Epoch 910 | loss: 0.0311522 | val_loss: 0.0311651 | Time: 1590.9 ms
[2021-01-22 09:41:58 main:574] : INFO : Epoch 911 | loss: 0.0311531 | val_loss: 0.0311638 | Time: 1560.97 ms
[2021-01-22 09:41:59 main:574] : INFO : Epoch 912 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 1612.39 ms
[2021-01-22 09:42:01 main:574] : INFO : Epoch 913 | loss: 0.0311528 | val_loss: 0.0311643 | Time: 1619.13 ms
[2021-01-22 09:42:03 main:574] : INFO : Epoch 914 | loss: 0.0311518 | val_loss: 0.0311644 | Time: 1621.03 ms
[2021-01-22 09:42:04 main:574] : INFO : Epoch 915 | loss: 0.031151 | val_loss: 0.0311624 | Time: 1611.05 ms
[2021-01-22 09:42:06 main:574] : INFO : Epoch 916 | loss: 0.0311506 | val_loss: 0.0311627 | Time: 1626.99 ms
[2021-01-22 09:42:07 main:574] : INFO : Epoch 917 | loss: 0.0311518 | val_loss: 0.0311691 | Time: 1625.44 ms
[2021-01-22 09:42:09 main:574] : INFO : Epoch 918 | loss: 0.0311522 | val_loss: 0.0311667 | Time: 1607.75 ms
[2021-01-22 09:42:11 main:574] : INFO : Epoch 919 | loss: 0.0311512 | val_loss: 0.0311649 | Time: 1610.63 ms
[2021-01-22 09:42:12 main:574] : INFO : Epoch 920 | loss: 0.0311504 | val_loss: 0.0311638 | Time: 1631.79 ms
[2021-01-22 09:42:14 main:574] : INFO : Epoch 921 | loss: 0.0311504 | val_loss: 0.0311663 | Time: 1619.38 ms
[2021-01-22 09:42:16 main:574] : INFO : Epoch 922 | loss: 0.0311514 | val_loss: 0.0311631 | Time: 1624.57 ms
[2021-01-22 09:42:17 main:574] : INFO : Epoch 923 | loss: 0.0311507 | val_loss: 0.0311635 | Time: 1627.75 ms
[2021-01-22 09:42:19 main:574] : INFO : Epoch 924 | loss: 0.0311513 | val_loss: 0.0311645 | Time: 1628.34 ms
[2021-01-22 09:42:21 main:574] : INFO : Epoch 925 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 1626.73 ms
[2021-01-22 09:42:22 main:574] : INFO : Epoch 926 | loss: 0.0311526 | val_loss: 0.0311696 | Time: 1610.29 ms
[2021-01-22 09:42:24 main:574] : INFO : Epoch 927 | loss: 0.0311525 | val_loss: 0.031167 | Time: 1606.68 ms
[2021-01-22 09:42:25 main:574] : INFO : Epoch 928 | loss: 0.0311503 | val_loss: 0.0311647 | Time: 1638.74 ms
[2021-01-22 09:42:27 main:574] : INFO : Epoch 929 | loss: 0.0311499 | val_loss: 0.0311644 | Time: 1610.06 ms
[2021-01-22 09:42:29 main:574] : INFO : Epoch 930 | loss: 0.0311509 | val_loss: 0.0311648 | Time: 1610.9 ms
[2021-01-22 09:42:30 main:574] : INFO : Epoch 931 | loss: 0.0311503 | val_loss: 0.0311639 | Time: 1623.29 ms
[2021-01-22 09:42:32 main:574] : INFO : Epoch 932 | loss: 0.0311492 | val_loss: 0.031163 | Time: 1623.73 ms
[2021-01-22 09:42:34 main:574] : INFO : Epoch 933 | loss: 0.0311487 | val_loss: 0.0311632 | Time: 1619.07 ms
[2021-01-22 09:42:35 main:574] : INFO : Epoch 934 | loss: 0.0311491 | val_loss: 0.0311655 | Time: 1624.61 ms
[2021-01-22 09:42:37 main:574] : INFO : Epoch 935 | loss: 0.0311492 | val_loss: 0.0311641 | Time: 1627.79 ms
[2021-01-22 09:42:38 main:574] : INFO : Epoch 936 | loss: 0.0311492 | val_loss: 0.0311634 | Time: 1618.85 ms
[2021-01-22 09:42:40 main:574] : INFO : Epoch 937 | loss: 0.0311536 | val_loss: 0.0311697 | Time: 1596.84 ms
[2021-01-22 09:42:42 main:574] : INFO : Epoch 938 | loss: 0.0311572 | val_loss: 0.0311651 | Time: 1620.78 ms
[2021-01-22 09:42:43 main:574] : INFO : Epoch 939 | loss: 0.031152 | val_loss: 0.0311631 | Time: 1616.71 ms
[2021-01-22 09:42:45 main:574] : INFO : Epoch 940 | loss: 0.0311515 | val_loss: 0.0311632 | Time: 1620.11 ms
[2021-01-22 09:42:47 main:574] : INFO : Epoch 941 | loss: 0.0311506 | val_loss: 0.0311644 | Time: 1614.81 ms
[2021-01-22 09:42:48 main:574] : INFO : Epoch 942 | loss: 0.0311507 | val_loss: 0.0311675 | Time: 1621.22 ms
[2021-01-22 09:42:50 main:574] : INFO : Epoch 943 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 1627.12 ms
[2021-01-22 09:42:51 main:574] : INFO : Epoch 944 | loss: 0.0311533 | val_loss: 0.0311675 | Time: 1614.13 ms
[2021-01-22 09:42:53 main:574] : INFO : Epoch 945 | loss: 0.0311534 | val_loss: 0.0311664 | Time: 1628.77 ms
[2021-01-22 09:42:55 main:574] : INFO : Epoch 946 | loss: 0.0311528 | val_loss: 0.0311671 | Time: 1628.19 ms
[2021-01-22 09:42:56 main:574] : INFO : Epoch 947 | loss: 0.031153 | val_loss: 0.0311701 | Time: 1618.89 ms
[2021-01-22 09:42:58 main:574] : INFO : Epoch 948 | loss: 0.0311532 | val_loss: 0.0311674 | Time: 1607.11 ms
[2021-01-22 09:43:00 main:574] : INFO : Epoch 949 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1630.76 ms
[2021-01-22 09:43:01 main:574] : INFO : Epoch 950 | loss: 0.0311531 | val_loss: 0.0311686 | Time: 1621.94 ms
[2021-01-22 09:43:03 main:574] : INFO : Epoch 951 | loss: 0.0311538 | val_loss: 0.0311709 | Time: 1617.35 ms
[2021-01-22 09:43:04 main:574] : INFO : Epoch 952 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 1625.86 ms
[2021-01-22 09:43:06 main:574] : INFO : Epoch 953 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1601.55 ms
[2021-01-22 09:43:08 main:574] : INFO : Epoch 954 | loss: 0.0311534 | val_loss: 0.0311662 | Time: 1610.93 ms
[2021-01-22 09:43:09 main:574] : INFO : Epoch 955 | loss: 0.0311529 | val_loss: 0.0311656 | Time: 1606.04 ms
[2021-01-22 09:43:11 main:574] : INFO : Epoch 956 | loss: 0.0311515 | val_loss: 0.0311652 | Time: 1623.82 ms
[2021-01-22 09:43:13 main:574] : INFO : Epoch 957 | loss: 0.031151 | val_loss: 0.0311675 | Time: 1565.17 ms
[2021-01-22 09:43:14 main:574] : INFO : Epoch 958 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1604.4 ms
[2021-01-22 09:43:16 main:574] : INFO : Epoch 959 | loss: 0.0311512 | val_loss: 0.0311753 | Time: 1605.42 ms
[2021-01-22 09:43:17 main:574] : INFO : Epoch 960 | loss: 0.0311557 | val_loss: 0.0311677 | Time: 1623.01 ms
[2021-01-22 09:43:19 main:574] : INFO : Epoch 961 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 1611.13 ms
[2021-01-22 09:43:21 main:574] : INFO : Epoch 962 | loss: 0.0311499 | val_loss: 0.0311636 | Time: 1615.11 ms
[2021-01-22 09:43:22 main:574] : INFO : Epoch 963 | loss: 0.0311504 | val_loss: 0.0311629 | Time: 1612.08 ms
[2021-01-22 09:43:24 main:574] : INFO : Epoch 964 | loss: 0.0311503 | val_loss: 0.0311629 | Time: 1603.78 ms
[2021-01-22 09:43:26 main:574] : INFO : Epoch 965 | loss: 0.0311508 | val_loss: 0.0311643 | Time: 1610.67 ms
[2021-01-22 09:43:27 main:574] : INFO : Epoch 966 | loss: 0.0311493 | val_loss: 0.0311686 | Time: 1642.56 ms
[2021-01-22 09:43:29 main:574] : INFO : Epoch 967 | loss: 0.0311512 | val_loss: 0.0311659 | Time: 1616.93 ms
[2021-01-22 09:43:30 main:574] : INFO : Epoch 968 | loss: 0.0311519 | val_loss: 0.0311638 | Time: 1614.04 ms
[2021-01-22 09:43:32 main:574] : INFO : Epoch 969 | loss: 0.0311511 | val_loss: 0.0311656 | Time: 1629.42 ms
[2021-01-22 09:43:34 main:574] : INFO : Epoch 970 | loss: 0.0311503 | val_loss: 0.0311645 | Time: 1613.31 ms
[2021-01-22 09:43:35 main:574] : INFO : Epoch 971 | loss: 0.0311494 | val_loss: 0.0311659 | Time: 1628.02 ms
[2021-01-22 09:43:37 main:574] : INFO : Epoch 972 | loss: 0.0311494 | val_loss: 0.0311637 | Time: 1635.92 ms
[2021-01-22 09:43:39 main:574] : INFO : Epoch 973 | loss: 0.0311498 | val_loss: 0.0311672 | Time: 1604.07 ms
[2021-01-22 09:43:40 main:574] : INFO : Epoch 974 | loss: 0.0311505 | val_loss: 0.0311635 | Time: 1580.73 ms
[2021-01-22 09:43:42 main:574] : INFO : Epoch 975 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 1618.5 ms
[2021-01-22 09:43:43 main:574] : INFO : Epoch 976 | loss: 0.031151 | val_loss: 0.0311653 | Time: 1631.96 ms
[2021-01-22 09:43:45 main:574] : INFO : Epoch 977 | loss: 0.0311509 | val_loss: 0.0311645 | Time: 1605.84 ms
[2021-01-22 09:43:47 main:574] : INFO : Epoch 978 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 1618.88 ms
[2021-01-22 09:43:48 main:574] : INFO : Epoch 979 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 1620.42 ms
[2021-01-22 09:43:50 main:574] : INFO : Epoch 980 | loss: 0.0311499 | val_loss: 0.0311646 | Time: 1619.85 ms
[2021-01-22 09:43:52 main:574] : INFO : Epoch 981 | loss: 0.0311484 | val_loss: 0.0311617 | Time: 1626.37 ms
[2021-01-22 09:43:53 main:574] : INFO : Epoch 982 | loss: 0.0311488 | val_loss: 0.0311621 | Time: 1617.46 ms
[2021-01-22 09:43:55 main:574] : INFO : Epoch 983 | loss: 0.0311491 | val_loss: 0.0311625 | Time: 1588.76 ms
[2021-01-22 09:43:56 main:574] : INFO : Epoch 984 | loss: 0.0311481 | val_loss: 0.0311619 | Time: 1607.48 ms
[2021-01-22 09:43:58 main:574] : INFO : Epoch 985 | loss: 0.0311481 | val_loss: 0.0311639 | Time: 1628.7 ms
[2021-01-22 09:44:00 main:574] : INFO : Epoch 986 | loss: 0.0311485 | val_loss: 0.0311637 | Time: 1597.72 ms
[2021-01-22 09:44:01 main:574] : INFO : Epoch 987 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1618.79 ms
[2021-01-22 09:44:03 main:574] : INFO : Epoch 988 | loss: 0.0311479 | val_loss: 0.031163 | Time: 1633.95 ms
[2021-01-22 09:44:05 main:574] : INFO : Epoch 989 | loss: 0.0311492 | val_loss: 0.0311686 | Time: 1607.42 ms
[2021-01-22 09:44:06 main:574] : INFO : Epoch 990 | loss: 0.0311508 | val_loss: 0.0311645 | Time: 1608.54 ms
[2021-01-22 09:44:08 main:574] : INFO : Epoch 991 | loss: 0.0311492 | val_loss: 0.0311652 | Time: 1621.16 ms
[2021-01-22 09:44:09 main:574] : INFO : Epoch 992 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 1612.08 ms
[2021-01-22 09:44:11 main:574] : INFO : Epoch 993 | loss: 0.0311537 | val_loss: 0.0311631 | Time: 1605.16 ms
[2021-01-22 09:44:13 main:574] : INFO : Epoch 994 | loss: 0.0311521 | val_loss: 0.0311612 | Time: 1618.98 ms
[2021-01-22 09:44:14 main:574] : INFO : Epoch 995 | loss: 0.0311516 | val_loss: 0.0311613 | Time: 1594.3 ms
[2021-01-22 09:44:16 main:574] : INFO : Epoch 996 | loss: 0.0311512 | val_loss: 0.0311677 | Time: 1630.67 ms
[2021-01-22 09:44:18 main:574] : INFO : Epoch 997 | loss: 0.0311529 | val_loss: 0.0311635 | Time: 1609.46 ms
[2021-01-22 09:44:19 main:574] : INFO : Epoch 998 | loss: 0.0311537 | val_loss: 0.031168 | Time: 1594.44 ms
[2021-01-22 09:44:21 main:574] : INFO : Epoch 999 | loss: 0.0311598 | val_loss: 0.0311672 | Time: 1606.04 ms
[2021-01-22 09:44:22 main:574] : INFO : Epoch 1000 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 1617.78 ms
[2021-01-22 09:44:24 main:574] : INFO : Epoch 1001 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 1615.3 ms
[2021-01-22 09:44:26 main:574] : INFO : Epoch 1002 | loss: 0.0311575 | val_loss: 0.0311658 | Time: 1607.38 ms
[2021-01-22 09:44:27 main:574] : INFO : Epoch 1003 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 1618.11 ms
[2021-01-22 09:44:29 main:574] : INFO : Epoch 1004 | loss: 0.0311592 | val_loss: 0.0311658 | Time: 1613.96 ms
[2021-01-22 09:44:31 main:574] : INFO : Epoch 1005 | loss: 0.0311615 | val_loss: 0.031167 | Time: 1633.61 ms
[2021-01-22 09:44:32 main:574] : INFO : Epoch 1006 | loss: 0.031159 | val_loss: 0.0311635 | Time: 1608.51 ms
[2021-01-22 09:44:34 main:574] : INFO : Epoch 1007 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 1645.41 ms
[2021-01-22 09:44:35 main:574] : INFO : Epoch 1008 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 1611.62 ms
[2021-01-22 09:44:37 main:574] : INFO : Epoch 1009 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 1608.74 ms
[2021-01-22 09:44:39 main:574] : INFO : Epoch 1010 | loss: 0.031158 | val_loss: 0.0311636 | Time: 1630.19 ms
[2021-01-22 09:44:40 main:574] : INFO : Epoch 1011 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1585.65 ms
[2021-01-22 09:44:42 main:574] : INFO : Epoch 1012 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 1632.89 ms
[2021-01-22 09:44:44 main:574] : INFO : Epoch 1013 | loss: 0.0311672 | val_loss: 0.0311701 | Time: 1604.35 ms
[2021-01-22 09:44:45 main:574] : INFO : Epoch 1014 | loss: 0.0311677 | val_loss: 0.0311702 | Time: 1616.25 ms
[2021-01-22 09:44:47 main:574] : INFO : Epoch 1015 | loss: 0.03117 | val_loss: 0.0311747 | Time: 1615.01 ms
[2021-01-22 09:44:48 main:574] : INFO : Epoch 1016 | loss: 0.031169 | val_loss: 0.031173 | Time: 1640.89 ms
[2021-01-22 09:44:50 main:574] : INFO : Epoch 1017 | loss: 0.0311712 | val_loss: 0.0311745 | Time: 1609.05 ms
[2021-01-22 09:44:52 main:574] : INFO : Epoch 1018 | loss: 0.031173 | val_loss: 0.0311734 | Time: 1626.71 ms
[2021-01-22 09:44:53 main:574] : INFO : Epoch 1019 | loss: 0.0311712 | val_loss: 0.0311736 | Time: 1623.73 ms
[2021-01-22 09:44:55 main:574] : INFO : Epoch 1020 | loss: 0.0311705 | val_loss: 0.0311717 | Time: 1603.23 ms
[2021-01-22 09:44:57 main:574] : INFO : Epoch 1021 | loss: 0.03117 | val_loss: 0.0311681 | Time: 1617.37 ms
[2021-01-22 09:44:58 main:574] : INFO : Epoch 1022 | loss: 0.0311669 | val_loss: 0.0311668 | Time: 1616.74 ms
[2021-01-22 09:45:00 main:574] : INFO : Epoch 1023 | loss: 0.0311655 | val_loss: 0.0311677 | Time: 1622 ms
[2021-01-22 09:45:01 main:574] : INFO : Epoch 1024 | loss: 0.0311663 | val_loss: 0.0311685 | Time: 1622.62 ms
[2021-01-22 09:45:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311685
[2021-01-22 09:45:01 main:603] : INFO : Saving end state to config to file
[2021-01-22 09:45:01 main:608] : INFO : Success, exiting..
09:45:01 (14104): 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)