Task 5059959
| Name | ParityModified-1617243934-29752-2_3 |
| Workunit | 2887620 |
| Created | 22 Apr 2021, 19:18:27 UTC |
| Sent | 22 Apr 2021, 19:26:04 UTC |
| Report deadline | 29 Apr 2021, 19:26:04 UTC |
| Received | 22 Apr 2021, 21:37:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 1 hours 33 min 16 sec |
| CPU time | 1 hours 32 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 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 1542 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 2705.77 ms
[2021-04-22 22:50:29 main:574] : INFO : Epoch 1543 | loss: 0.0311547 | val_loss: 0.0311779 | Time: 2711.28 ms
[2021-04-22 22:50:32 main:574] : INFO : Epoch 1544 | loss: 0.0311551 | val_loss: 0.0311727 | Time: 2705.7 ms
[2021-04-22 22:50:35 main:574] : INFO : Epoch 1545 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 2711.25 ms
[2021-04-22 22:50:37 main:574] : INFO : Epoch 1546 | loss: 0.0311537 | val_loss: 0.0311718 | Time: 2707.9 ms
[2021-04-22 22:50:40 main:574] : INFO : Epoch 1547 | loss: 0.0311528 | val_loss: 0.0311707 | Time: 2706.04 ms
[2021-04-22 22:50:43 main:574] : INFO : Epoch 1548 | loss: 0.0311539 | val_loss: 0.0311715 | Time: 2707.02 ms
[2021-04-22 22:50:46 main:574] : INFO : Epoch 1549 | loss: 0.0311527 | val_loss: 0.031172 | Time: 2699.54 ms
[2021-04-22 22:50:48 main:574] : INFO : Epoch 1550 | loss: 0.0311517 | val_loss: 0.0311741 | Time: 2696.77 ms
[2021-04-22 22:50:51 main:574] : INFO : Epoch 1551 | loss: 0.0311554 | val_loss: 0.0311727 | Time: 2700.89 ms
[2021-04-22 22:50:54 main:574] : INFO : Epoch 1552 | loss: 0.0311535 | val_loss: 0.0311719 | Time: 2700.54 ms
[2021-04-22 22:50:56 main:574] : INFO : Epoch 1553 | loss: 0.0311521 | val_loss: 0.031171 | Time: 2698.84 ms
[2021-04-22 22:50:59 main:574] : INFO : Epoch 1554 | loss: 0.031153 | val_loss: 0.0311738 | Time: 2698.13 ms
[2021-04-22 22:51:02 main:574] : INFO : Epoch 1555 | loss: 0.0311517 | val_loss: 0.0311728 | Time: 2702.13 ms
[2021-04-22 22:51:05 main:574] : INFO : Epoch 1556 | loss: 0.0311561 | val_loss: 0.0311734 | Time: 2698.09 ms
[2021-04-22 22:51:07 main:574] : INFO : Epoch 1557 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 2698.79 ms
[2021-04-22 22:51:10 main:574] : INFO : Epoch 1558 | loss: 0.0311558 | val_loss: 0.0311716 | Time: 2700.31 ms
[2021-04-22 22:51:13 main:574] : INFO : Epoch 1559 | loss: 0.0311551 | val_loss: 0.0311706 | Time: 2699.47 ms
[2021-04-22 22:51:16 main:574] : INFO : Epoch 1560 | loss: 0.0311549 | val_loss: 0.0311692 | Time: 2699.35 ms
[2021-04-22 22:51:18 main:574] : INFO : Epoch 1561 | loss: 0.0311541 | val_loss: 0.0311713 | Time: 2699.54 ms
[2021-04-22 22:51:21 main:574] : INFO : Epoch 1562 | loss: 0.0311533 | val_loss: 0.031174 | Time: 2697.73 ms
[2021-04-22 22:51:24 main:574] : INFO : Epoch 1563 | loss: 0.0311515 | val_loss: 0.0311699 | Time: 2697.41 ms
[2021-04-22 22:51:26 main:574] : INFO : Epoch 1564 | loss: 0.0311519 | val_loss: 0.031173 | Time: 2697.6 ms
[2021-04-22 22:51:29 main:574] : INFO : Epoch 1565 | loss: 0.0311506 | val_loss: 0.0311756 | Time: 2699.71 ms
[2021-04-22 22:51:32 main:574] : INFO : Epoch 1566 | loss: 0.0311518 | val_loss: 0.0311737 | Time: 2700.12 ms
[2021-04-22 22:51:35 main:574] : INFO : Epoch 1567 | loss: 0.0311517 | val_loss: 0.0311759 | Time: 2699.24 ms
[2021-04-22 22:51:37 main:574] : INFO : Epoch 1568 | loss: 0.0311509 | val_loss: 0.0311781 | Time: 2701.98 ms
[2021-04-22 22:51:40 main:574] : INFO : Epoch 1569 | loss: 0.031152 | val_loss: 0.031173 | Time: 2697.88 ms
[2021-04-22 22:51:43 main:574] : INFO : Epoch 1570 | loss: 0.0311508 | val_loss: 0.0311775 | Time: 2698.82 ms
[2021-04-22 22:51:45 main:574] : INFO : Epoch 1571 | loss: 0.0311532 | val_loss: 0.031179 | Time: 2698.91 ms
[2021-04-22 22:51:48 main:574] : INFO : Epoch 1572 | loss: 0.0311503 | val_loss: 0.0311771 | Time: 2700.73 ms
[2021-04-22 22:51:51 main:574] : INFO : Epoch 1573 | loss: 0.0311494 | val_loss: 0.0311732 | Time: 2703.88 ms
[2021-04-22 22:51:54 main:574] : INFO : Epoch 1574 | loss: 0.03115 | val_loss: 0.0311714 | Time: 2707.64 ms
[2021-04-22 22:51:56 main:574] : INFO : Epoch 1575 | loss: 0.0311478 | val_loss: 0.0311783 | Time: 2702.11 ms
[2021-04-22 22:51:59 main:574] : INFO : Epoch 1576 | loss: 0.0311483 | val_loss: 0.0311761 | Time: 2705.54 ms
[2021-04-22 22:52:02 main:574] : INFO : Epoch 1577 | loss: 0.031147 | val_loss: 0.031177 | Time: 2704.67 ms
[2021-04-22 22:52:04 main:574] : INFO : Epoch 1578 | loss: 0.0311457 | val_loss: 0.0311823 | Time: 2701.63 ms
[2021-04-22 22:52:07 main:574] : INFO : Epoch 1579 | loss: 0.0311465 | val_loss: 0.0311846 | Time: 2706.35 ms
[2021-04-22 22:52:10 main:574] : INFO : Epoch 1580 | loss: 0.0311509 | val_loss: 0.0311723 | Time: 2704.08 ms
[2021-04-22 22:52:13 main:574] : INFO : Epoch 1581 | loss: 0.0311506 | val_loss: 0.0311746 | Time: 2704.69 ms
[2021-04-22 22:52:15 main:574] : INFO : Epoch 1582 | loss: 0.0311488 | val_loss: 0.0311749 | Time: 2703.74 ms
[2021-04-22 22:52:18 main:574] : INFO : Epoch 1583 | loss: 0.0311487 | val_loss: 0.0311728 | Time: 2707.37 ms
[2021-04-22 22:52:21 main:574] : INFO : Epoch 1584 | loss: 0.0311488 | val_loss: 0.0311779 | Time: 2702.25 ms
[2021-04-22 22:52:24 main:574] : INFO : Epoch 1585 | loss: 0.0311491 | val_loss: 0.0311736 | Time: 2702.92 ms
[2021-04-22 22:52:26 main:574] : INFO : Epoch 1586 | loss: 0.0311493 | val_loss: 0.0311717 | Time: 2704.22 ms
[2021-04-22 22:52:29 main:574] : INFO : Epoch 1587 | loss: 0.0311506 | val_loss: 0.0311766 | Time: 2704.04 ms
[2021-04-22 22:52:32 main:574] : INFO : Epoch 1588 | loss: 0.0311483 | val_loss: 0.0311765 | Time: 2704.09 ms
[2021-04-22 22:52:34 main:574] : INFO : Epoch 1589 | loss: 0.0311568 | val_loss: 0.0311757 | Time: 2703.28 ms
[2021-04-22 22:52:37 main:574] : INFO : Epoch 1590 | loss: 0.0311624 | val_loss: 0.0311738 | Time: 2704.88 ms
[2021-04-22 22:52:40 main:574] : INFO : Epoch 1591 | loss: 0.0311612 | val_loss: 0.0311736 | Time: 2700.57 ms
[2021-04-22 22:52:43 main:574] : INFO : Epoch 1592 | loss: 0.0311571 | val_loss: 0.0311756 | Time: 2703.86 ms
[2021-04-22 22:52:45 main:574] : INFO : Epoch 1593 | loss: 0.0311553 | val_loss: 0.0311769 | Time: 2700.3 ms
[2021-04-22 22:52:48 main:574] : INFO : Epoch 1594 | loss: 0.0311561 | val_loss: 0.0311761 | Time: 2702.68 ms
[2021-04-22 22:52:51 main:574] : INFO : Epoch 1595 | loss: 0.031153 | val_loss: 0.0311792 | Time: 2701.8 ms
[2021-04-22 22:52:54 main:574] : INFO : Epoch 1596 | loss: 0.0311527 | val_loss: 0.0311727 | Time: 2702.4 ms
[2021-04-22 22:52:56 main:574] : INFO : Epoch 1597 | loss: 0.0311553 | val_loss: 0.031172 | Time: 2703.97 ms
[2021-04-22 22:52:59 main:574] : INFO : Epoch 1598 | loss: 0.0311534 | val_loss: 0.0311742 | Time: 2701.23 ms
[2021-04-22 22:53:02 main:574] : INFO : Epoch 1599 | loss: 0.0311538 | val_loss: 0.0311735 | Time: 2707.49 ms
[2021-04-22 22:53:04 main:574] : INFO : Epoch 1600 | loss: 0.0311514 | val_loss: 0.0311749 | Time: 2706.07 ms
[2021-04-22 22:53:07 main:574] : INFO : Epoch 1601 | loss: 0.0311506 | val_loss: 0.0311728 | Time: 2705.3 ms
[2021-04-22 22:53:10 main:574] : INFO : Epoch 1602 | loss: 0.031148 | val_loss: 0.0311728 | Time: 2704.33 ms
[2021-04-22 22:53:13 main:574] : INFO : Epoch 1603 | loss: 0.0311475 | val_loss: 0.0311733 | Time: 2707.4 ms
[2021-04-22 22:53:15 main:574] : INFO : Epoch 1604 | loss: 0.0311467 | val_loss: 0.0311767 | Time: 2703.88 ms
[2021-04-22 22:53:18 main:574] : INFO : Epoch 1605 | loss: 0.0311491 | val_loss: 0.0311779 | Time: 2701.59 ms
[2021-04-22 22:53:21 main:574] : INFO : Epoch 1606 | loss: 0.0311496 | val_loss: 0.0311798 | Time: 2705.68 ms
[2021-04-22 22:53:23 main:574] : INFO : Epoch 1607 | loss: 0.0311476 | val_loss: 0.0311826 | Time: 2704.24 ms
[2021-04-22 22:53:26 main:574] : INFO : Epoch 1608 | loss: 0.03115 | val_loss: 0.031178 | Time: 2704.23 ms
[2021-04-22 22:53:29 main:574] : INFO : Epoch 1609 | loss: 0.0311516 | val_loss: 0.0311764 | Time: 2704.97 ms
[2021-04-22 22:53:32 main:574] : INFO : Epoch 1610 | loss: 0.0311491 | val_loss: 0.0311732 | Time: 2704.73 ms
[2021-04-22 22:53:34 main:574] : INFO : Epoch 1611 | loss: 0.0311467 | val_loss: 0.031177 | Time: 2709.27 ms
[2021-04-22 22:53:37 main:574] : INFO : Epoch 1612 | loss: 0.0311534 | val_loss: 0.0311749 | Time: 2709.03 ms
[2021-04-22 22:53:40 main:574] : INFO : Epoch 1613 | loss: 0.031154 | val_loss: 0.0311749 | Time: 2712.25 ms
[2021-04-22 22:53:43 main:574] : INFO : Epoch 1614 | loss: 0.031154 | val_loss: 0.0311727 | Time: 2712.83 ms
[2021-04-22 22:53:45 main:574] : INFO : Epoch 1615 | loss: 0.0311499 | val_loss: 0.0311769 | Time: 2713.62 ms
[2021-04-22 22:53:48 main:574] : INFO : Epoch 1616 | loss: 0.0311505 | val_loss: 0.0311744 | Time: 2715.7 ms
[2021-04-22 22:53:51 main:574] : INFO : Epoch 1617 | loss: 0.0311497 | val_loss: 0.0311725 | Time: 2712.57 ms
[2021-04-22 22:53:54 main:574] : INFO : Epoch 1618 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 2712.06 ms
[2021-04-22 22:53:56 main:574] : INFO : Epoch 1619 | loss: 0.0311551 | val_loss: 0.0311824 | Time: 2711.79 ms
[2021-04-22 22:53:59 main:574] : INFO : Epoch 1620 | loss: 0.0311533 | val_loss: 0.0311741 | Time: 2715.78 ms
[2021-04-22 22:54:02 main:574] : INFO : Epoch 1621 | loss: 0.0311493 | val_loss: 0.0311746 | Time: 2713.23 ms
[2021-04-22 22:54:04 main:574] : INFO : Epoch 1622 | loss: 0.0311488 | val_loss: 0.0311725 | Time: 2712.66 ms
[2021-04-22 22:54:07 main:574] : INFO : Epoch 1623 | loss: 0.0311497 | val_loss: 0.0311717 | Time: 2714.87 ms
[2021-04-22 22:54:10 main:574] : INFO : Epoch 1624 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 2713.34 ms
[2021-04-22 22:54:13 main:574] : INFO : Epoch 1625 | loss: 0.0311494 | val_loss: 0.0311752 | Time: 2729.21 ms
[2021-04-22 22:54:15 main:574] : INFO : Epoch 1626 | loss: 0.0311493 | val_loss: 0.0311803 | Time: 2712.43 ms
[2021-04-22 22:54:18 main:574] : INFO : Epoch 1627 | loss: 0.0311476 | val_loss: 0.0311772 | Time: 2712.78 ms
[2021-04-22 22:54:21 main:574] : INFO : Epoch 1628 | loss: 0.0311488 | val_loss: 0.0311755 | Time: 2712.39 ms
[2021-04-22 22:54:24 main:574] : INFO : Epoch 1629 | loss: 0.0311473 | val_loss: 0.0311811 | Time: 2711.95 ms
[2021-04-22 22:54:26 main:574] : INFO : Epoch 1630 | loss: 0.0311495 | val_loss: 0.0311792 | Time: 2711.51 ms
[2021-04-22 22:54:29 main:574] : INFO : Epoch 1631 | loss: 0.031148 | val_loss: 0.0311765 | Time: 2704.85 ms
[2021-04-22 22:54:32 main:574] : INFO : Epoch 1632 | loss: 0.0311474 | val_loss: 0.031176 | Time: 2704.88 ms
[2021-04-22 22:54:35 main:574] : INFO : Epoch 1633 | loss: 0.0311458 | val_loss: 0.0311753 | Time: 2707.56 ms
[2021-04-22 22:54:37 main:574] : INFO : Epoch 1634 | loss: 0.0311485 | val_loss: 0.0311719 | Time: 2706.94 ms
[2021-04-22 22:54:40 main:574] : INFO : Epoch 1635 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 2708.65 ms
[2021-04-22 22:54:43 main:574] : INFO : Epoch 1636 | loss: 0.0311493 | val_loss: 0.0311722 | Time: 2706.84 ms
[2021-04-22 22:54:46 main:574] : INFO : Epoch 1637 | loss: 0.0311472 | val_loss: 0.0311737 | Time: 2704.31 ms
[2021-04-22 22:54:48 main:574] : INFO : Epoch 1638 | loss: 0.0311451 | val_loss: 0.0311719 | Time: 2703.87 ms
[2021-04-22 22:54:51 main:574] : INFO : Epoch 1639 | loss: 0.0311431 | val_loss: 0.0311727 | Time: 2704.27 ms
[2021-04-22 22:54:54 main:574] : INFO : Epoch 1640 | loss: 0.0311422 | val_loss: 0.0311769 | Time: 2705.55 ms
[2021-04-22 22:54:56 main:574] : INFO : Epoch 1641 | loss: 0.0311422 | val_loss: 0.0311746 | Time: 2703.53 ms
[2021-04-22 22:54:59 main:574] : INFO : Epoch 1642 | loss: 0.0311422 | val_loss: 0.0311716 | Time: 2702.01 ms
[2021-04-22 22:55:02 main:574] : INFO : Epoch 1643 | loss: 0.0311427 | val_loss: 0.0311724 | Time: 2705.65 ms
[2021-04-22 22:55:05 main:574] : INFO : Epoch 1644 | loss: 0.0311463 | val_loss: 0.0311752 | Time: 2703.3 ms
[2021-04-22 22:55:07 main:574] : INFO : Epoch 1645 | loss: 0.0311445 | val_loss: 0.031174 | Time: 2703.07 ms
[2021-04-22 22:55:10 main:574] : INFO : Epoch 1646 | loss: 0.0311434 | val_loss: 0.0311791 | Time: 2704.05 ms
[2021-04-22 22:55:13 main:574] : INFO : Epoch 1647 | loss: 0.0311423 | val_loss: 0.0311801 | Time: 2705.06 ms
[2021-04-22 22:55:15 main:574] : INFO : Epoch 1648 | loss: 0.0311432 | val_loss: 0.0311777 | Time: 2704.53 ms
[2021-04-22 22:55:18 main:574] : INFO : Epoch 1649 | loss: 0.0311512 | val_loss: 0.0311738 | Time: 2702.74 ms
[2021-04-22 22:55:21 main:574] : INFO : Epoch 1650 | loss: 0.0311491 | val_loss: 0.0311727 | Time: 2704.9 ms
[2021-04-22 22:55:24 main:574] : INFO : Epoch 1651 | loss: 0.0311474 | val_loss: 0.0311766 | Time: 2704.89 ms
[2021-04-22 22:55:26 main:574] : INFO : Epoch 1652 | loss: 0.0311514 | val_loss: 0.0311804 | Time: 2703.26 ms
[2021-04-22 22:55:29 main:574] : INFO : Epoch 1653 | loss: 0.0311443 | val_loss: 0.0311769 | Time: 2704.65 ms
[2021-04-22 22:55:32 main:574] : INFO : Epoch 1654 | loss: 0.031145 | val_loss: 0.0311783 | Time: 2704.85 ms
[2021-04-22 22:55:35 main:574] : INFO : Epoch 1655 | loss: 0.0311441 | val_loss: 0.031177 | Time: 2702.99 ms
[2021-04-22 22:55:37 main:574] : INFO : Epoch 1656 | loss: 0.031142 | val_loss: 0.0311796 | Time: 2703.3 ms
[2021-04-22 22:55:40 main:574] : INFO : Epoch 1657 | loss: 0.0311434 | val_loss: 0.031174 | Time: 2705.24 ms
[2021-04-22 22:55:43 main:574] : INFO : Epoch 1658 | loss: 0.0311457 | val_loss: 0.0311776 | Time: 2702.05 ms
[2021-04-22 22:55:45 main:574] : INFO : Epoch 1659 | loss: 0.031143 | val_loss: 0.0311764 | Time: 2703.42 ms
[2021-04-22 22:55:48 main:574] : INFO : Epoch 1660 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 2701.15 ms
[2021-04-22 22:55:51 main:574] : INFO : Epoch 1661 | loss: 0.0311423 | val_loss: 0.0311853 | Time: 2704.02 ms
[2021-04-22 22:55:54 main:574] : INFO : Epoch 1662 | loss: 0.0311432 | val_loss: 0.0311758 | Time: 2700.52 ms
[2021-04-22 22:55:56 main:574] : INFO : Epoch 1663 | loss: 0.0311419 | val_loss: 0.0311805 | Time: 2704.52 ms
[2021-04-22 22:55:59 main:574] : INFO : Epoch 1664 | loss: 0.031142 | val_loss: 0.0311744 | Time: 2703.95 ms
[2021-04-22 22:56:02 main:574] : INFO : Epoch 1665 | loss: 0.0311433 | val_loss: 0.031175 | Time: 2705.67 ms
[2021-04-22 22:56:05 main:574] : INFO : Epoch 1666 | loss: 0.0311415 | val_loss: 0.0311761 | Time: 2702.46 ms
[2021-04-22 22:56:07 main:574] : INFO : Epoch 1667 | loss: 0.0311411 | val_loss: 0.0311755 | Time: 2706.12 ms
[2021-04-22 22:56:10 main:574] : INFO : Epoch 1668 | loss: 0.0311422 | val_loss: 0.0311746 | Time: 2711.53 ms
[2021-04-22 22:56:13 main:574] : INFO : Epoch 1669 | loss: 0.0311403 | val_loss: 0.0311795 | Time: 2705.3 ms
[2021-04-22 22:56:15 main:574] : INFO : Epoch 1670 | loss: 0.0311411 | val_loss: 0.0311805 | Time: 2706.3 ms
[2021-04-22 22:56:18 main:574] : INFO : Epoch 1671 | loss: 0.0311402 | val_loss: 0.0311754 | Time: 2705.58 ms
[2021-04-22 22:56:21 main:574] : INFO : Epoch 1672 | loss: 0.03114 | val_loss: 0.0311774 | Time: 2702.64 ms
[2021-04-22 22:56:24 main:574] : INFO : Epoch 1673 | loss: 0.0311397 | val_loss: 0.0311751 | Time: 2704.48 ms
[2021-04-22 22:56:26 main:574] : INFO : Epoch 1674 | loss: 0.0311435 | val_loss: 0.0311836 | Time: 2704.74 ms
[2021-04-22 22:56:29 main:574] : INFO : Epoch 1675 | loss: 0.0311398 | val_loss: 0.031178 | Time: 2717.97 ms
[2021-04-22 22:56:32 main:574] : INFO : Epoch 1676 | loss: 0.0311393 | val_loss: 0.0311771 | Time: 2703.18 ms
[2021-04-22 22:56:35 main:574] : INFO : Epoch 1677 | loss: 0.0311407 | val_loss: 0.0311761 | Time: 2704.75 ms
[2021-04-22 22:56:37 main:574] : INFO : Epoch 1678 | loss: 0.0311438 | val_loss: 0.031177 | Time: 2704.09 ms
[2021-04-22 22:56:40 main:574] : INFO : Epoch 1679 | loss: 0.0311413 | val_loss: 0.0311799 | Time: 2706.8 ms
[2021-04-22 22:56:43 main:574] : INFO : Epoch 1680 | loss: 0.0311394 | val_loss: 0.031183 | Time: 2703.66 ms
[2021-04-22 22:56:45 main:574] : INFO : Epoch 1681 | loss: 0.0311385 | val_loss: 0.031182 | Time: 2707.08 ms
[2021-04-22 22:56:48 main:574] : INFO : Epoch 1682 | loss: 0.0311373 | val_loss: 0.0311807 | Time: 2705.03 ms
[2021-04-22 22:56:51 main:574] : INFO : Epoch 1683 | loss: 0.0311403 | val_loss: 0.031177 | Time: 2701.21 ms
[2021-04-22 22:56:54 main:574] : INFO : Epoch 1684 | loss: 0.0311405 | val_loss: 0.0311843 | Time: 2704.61 ms
[2021-04-22 22:56:56 main:574] : INFO : Epoch 1685 | loss: 0.0311384 | val_loss: 0.0311747 | Time: 2704.19 ms
[2021-04-22 22:56:59 main:574] : INFO : Epoch 1686 | loss: 0.0311405 | val_loss: 0.0311802 | Time: 2704.02 ms
[2021-04-22 22:57:02 main:574] : INFO : Epoch 1687 | loss: 0.0311382 | val_loss: 0.031183 | Time: 2706.76 ms
[2021-04-22 22:57:05 main:574] : INFO : Epoch 1688 | loss: 0.0311372 | val_loss: 0.0311874 | Time: 2705.61 ms
[2021-04-22 22:57:07 main:574] : INFO : Epoch 1689 | loss: 0.031138 | val_loss: 0.0311813 | Time: 2702.12 ms
[2021-04-22 22:57:10 main:574] : INFO : Epoch 1690 | loss: 0.0311469 | val_loss: 0.0311748 | Time: 2705.64 ms
[2021-04-22 22:57:13 main:574] : INFO : Epoch 1691 | loss: 0.0311459 | val_loss: 0.0311777 | Time: 2703.49 ms
[2021-04-22 22:57:15 main:574] : INFO : Epoch 1692 | loss: 0.0311432 | val_loss: 0.0311816 | Time: 2705.55 ms
[2021-04-22 22:57:18 main:574] : INFO : Epoch 1693 | loss: 0.031141 | val_loss: 0.0311812 | Time: 2704.07 ms
[2021-04-22 22:57:21 main:574] : INFO : Epoch 1694 | loss: 0.0311408 | val_loss: 0.0311761 | Time: 2705.57 ms
[2021-04-22 22:57:24 main:574] : INFO : Epoch 1695 | loss: 0.0311407 | val_loss: 0.0311748 | Time: 2702.42 ms
[2021-04-22 22:57:26 main:574] : INFO : Epoch 1696 | loss: 0.0311384 | val_loss: 0.0311772 | Time: 2702 ms
[2021-04-22 22:57:29 main:574] : INFO : Epoch 1697 | loss: 0.0311383 | val_loss: 0.0311791 | Time: 2706.85 ms
[2021-04-22 22:57:32 main:574] : INFO : Epoch 1698 | loss: 0.0311369 | val_loss: 0.0311809 | Time: 2704.02 ms
[2021-04-22 22:57:34 main:574] : INFO : Epoch 1699 | loss: 0.0311381 | val_loss: 0.0311782 | Time: 2703 ms
[2021-04-22 22:57:37 main:574] : INFO : Epoch 1700 | loss: 0.0311398 | val_loss: 0.0311781 | Time: 2705.19 ms
[2021-04-22 22:57:40 main:574] : INFO : Epoch 1701 | loss: 0.0311394 | val_loss: 0.0311735 | Time: 2705.84 ms
[2021-04-22 22:57:43 main:574] : INFO : Epoch 1702 | loss: 0.0311378 | val_loss: 0.0311779 | Time: 2709.18 ms
[2021-04-22 22:57:45 main:574] : INFO : Epoch 1703 | loss: 0.0311359 | val_loss: 0.0311827 | Time: 2707.73 ms
[2021-04-22 22:57:48 main:574] : INFO : Epoch 1704 | loss: 0.031142 | val_loss: 0.0311756 | Time: 2705.49 ms
[2021-04-22 22:57:51 main:574] : INFO : Epoch 1705 | loss: 0.0311475 | val_loss: 0.0311752 | Time: 2715.19 ms
[2021-04-22 22:57:54 main:574] : INFO : Epoch 1706 | loss: 0.0311432 | val_loss: 0.031178 | Time: 2704.4 ms
[2021-04-22 22:57:56 main:574] : INFO : Epoch 1707 | loss: 0.0311381 | val_loss: 0.0311784 | Time: 2708.63 ms
[2021-04-22 22:57:59 main:574] : INFO : Epoch 1708 | loss: 0.0311388 | val_loss: 0.0311781 | Time: 2705.84 ms
[2021-04-22 22:58:02 main:574] : INFO : Epoch 1709 | loss: 0.0311375 | val_loss: 0.0311755 | Time: 2708.41 ms
[2021-04-22 22:58:05 main:574] : INFO : Epoch 1710 | loss: 0.0311378 | val_loss: 0.031178 | Time: 2707.79 ms
[2021-04-22 22:58:07 main:574] : INFO : Epoch 1711 | loss: 0.0311377 | val_loss: 0.0311765 | Time: 2704.63 ms
[2021-04-22 22:58:10 main:574] : INFO : Epoch 1712 | loss: 0.0311412 | val_loss: 0.0311754 | Time: 2705.38 ms
[2021-04-22 22:58:13 main:574] : INFO : Epoch 1713 | loss: 0.031141 | val_loss: 0.031179 | Time: 2708.24 ms
[2021-04-22 22:58:15 main:574] : INFO : Epoch 1714 | loss: 0.031139 | val_loss: 0.0311826 | Time: 2707.58 ms
[2021-04-22 22:58:18 main:574] : INFO : Epoch 1715 | loss: 0.0311366 | val_loss: 0.0311832 | Time: 2706.02 ms
[2021-04-22 22:58:21 main:574] : INFO : Epoch 1716 | loss: 0.0311427 | val_loss: 0.0311796 | Time: 2709.08 ms
[2021-04-22 22:58:24 main:574] : INFO : Epoch 1717 | loss: 0.0311434 | val_loss: 0.0311773 | Time: 2706.67 ms
[2021-04-22 22:58:26 main:574] : INFO : Epoch 1718 | loss: 0.0311415 | val_loss: 0.0311815 | Time: 2710.26 ms
[2021-04-22 22:58:29 main:574] : INFO : Epoch 1719 | loss: 0.0311384 | val_loss: 0.0311815 | Time: 2705.44 ms
[2021-04-22 22:58:32 main:574] : INFO : Epoch 1720 | loss: 0.0311387 | val_loss: 0.0311781 | Time: 2706.19 ms
[2021-04-22 22:58:34 main:574] : INFO : Epoch 1721 | loss: 0.0311367 | val_loss: 0.031185 | Time: 2705.09 ms
[2021-04-22 22:58:37 main:574] : INFO : Epoch 1722 | loss: 0.031136 | val_loss: 0.031177 | Time: 2707.19 ms
[2021-04-22 22:58:40 main:574] : INFO : Epoch 1723 | loss: 0.0311397 | val_loss: 0.0311753 | Time: 2708.32 ms
[2021-04-22 22:58:43 main:574] : INFO : Epoch 1724 | loss: 0.0311381 | val_loss: 0.031177 | Time: 2707.11 ms
[2021-04-22 22:58:45 main:574] : INFO : Epoch 1725 | loss: 0.0311343 | val_loss: 0.0311799 | Time: 2705.93 ms
[2021-04-22 22:58:48 main:574] : INFO : Epoch 1726 | loss: 0.0311352 | val_loss: 0.0311789 | Time: 2704.85 ms
[2021-04-22 22:58:51 main:574] : INFO : Epoch 1727 | loss: 0.0311381 | val_loss: 0.0311816 | Time: 2705.15 ms
[2021-04-22 22:58:54 main:574] : INFO : Epoch 1728 | loss: 0.0311379 | val_loss: 0.0311774 | Time: 2704.1 ms
[2021-04-22 22:58:56 main:574] : INFO : Epoch 1729 | loss: 0.0311421 | val_loss: 0.0311772 | Time: 2707.78 ms
[2021-04-22 22:58:59 main:574] : INFO : Epoch 1730 | loss: 0.031143 | val_loss: 0.0311788 | Time: 2704.12 ms
[2021-04-22 22:59:02 main:574] : INFO : Epoch 1731 | loss: 0.0311392 | val_loss: 0.0311795 | Time: 2701.62 ms
[2021-04-22 22:59:04 main:574] : INFO : Epoch 1732 | loss: 0.0311357 | val_loss: 0.0311827 | Time: 2702.53 ms
[2021-04-22 22:59:07 main:574] : INFO : Epoch 1733 | loss: 0.0311377 | val_loss: 0.0311796 | Time: 2702.16 ms
[2021-04-22 22:59:10 main:574] : INFO : Epoch 1734 | loss: 0.0311382 | val_loss: 0.031181 | Time: 2703.5 ms
[2021-04-22 22:59:13 main:574] : INFO : Epoch 1735 | loss: 0.0311391 | val_loss: 0.0311741 | Time: 2716.92 ms
[2021-04-22 22:59:15 main:574] : INFO : Epoch 1736 | loss: 0.0311378 | val_loss: 0.0311818 | Time: 2712.4 ms
[2021-04-22 22:59:18 main:574] : INFO : Epoch 1737 | loss: 0.0311336 | val_loss: 0.0311813 | Time: 2709.07 ms
[2021-04-22 22:59:21 main:574] : INFO : Epoch 1738 | loss: 0.0311338 | val_loss: 0.0311821 | Time: 2700.51 ms
[2021-04-22 22:59:23 main:574] : INFO : Epoch 1739 | loss: 0.0311422 | val_loss: 0.031183 | Time: 2702.89 ms
[2021-04-22 22:59:26 main:574] : INFO : Epoch 1740 | loss: 0.0311504 | val_loss: 0.0311833 | Time: 2702.27 ms
[2021-04-22 22:59:29 main:574] : INFO : Epoch 1741 | loss: 0.0311455 | val_loss: 0.0311742 | Time: 2702.16 ms
[2021-04-22 22:59:32 main:574] : INFO : Epoch 1742 | loss: 0.0311436 | val_loss: 0.0311782 | Time: 2702.92 ms
[2021-04-22 22:59:34 main:574] : INFO : Epoch 1743 | loss: 0.0311417 | val_loss: 0.0311813 | Time: 2705.64 ms
[2021-04-22 22:59:37 main:574] : INFO : Epoch 1744 | loss: 0.0311403 | val_loss: 0.0311798 | Time: 2702.93 ms
[2021-04-22 22:59:40 main:574] : INFO : Epoch 1745 | loss: 0.0311392 | val_loss: 0.0311812 | Time: 2700.41 ms
[2021-04-22 22:59:43 main:574] : INFO : Epoch 1746 | loss: 0.0311381 | val_loss: 0.0311793 | Time: 2702.91 ms
[2021-04-22 22:59:45 main:574] : INFO : Epoch 1747 | loss: 0.0311405 | val_loss: 0.0311844 | Time: 2700.58 ms
[2021-04-22 22:59:48 main:574] : INFO : Epoch 1748 | loss: 0.0311419 | val_loss: 0.0311791 | Time: 2698.41 ms
[2021-04-22 22:59:51 main:574] : INFO : Epoch 1749 | loss: 0.0311412 | val_loss: 0.0311855 | Time: 2698.58 ms
[2021-04-22 22:59:53 main:574] : INFO : Epoch 1750 | loss: 0.0311432 | val_loss: 0.0311797 | Time: 2700.31 ms
[2021-04-22 22:59:56 main:574] : INFO : Epoch 1751 | loss: 0.0311405 | val_loss: 0.0311819 | Time: 2697.1 ms
[2021-04-22 22:59:59 main:574] : INFO : Epoch 1752 | loss: 0.0311392 | val_loss: 0.0311795 | Time: 2698.45 ms
[2021-04-22 23:00:02 main:574] : INFO : Epoch 1753 | loss: 0.0311362 | val_loss: 0.0311752 | Time: 2701.26 ms
[2021-04-22 23:00:04 main:574] : INFO : Epoch 1754 | loss: 0.0311334 | val_loss: 0.0311775 | Time: 2696.85 ms
[2021-04-22 23:00:07 main:574] : INFO : Epoch 1755 | loss: 0.0311342 | val_loss: 0.0311763 | Time: 2699.99 ms
[2021-04-22 23:00:10 main:574] : INFO : Epoch 1756 | loss: 0.0311341 | val_loss: 0.0311756 | Time: 2695.78 ms
[2021-04-22 23:00:12 main:574] : INFO : Epoch 1757 | loss: 0.0311328 | val_loss: 0.0311785 | Time: 2698.75 ms
[2021-04-22 23:00:15 main:574] : INFO : Epoch 1758 | loss: 0.0311432 | val_loss: 0.0311752 | Time: 2697.92 ms
[2021-04-22 23:00:18 main:574] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311776 | Time: 2697.6 ms
[2021-04-22 23:00:21 main:574] : INFO : Epoch 1760 | loss: 0.0311474 | val_loss: 0.0311749 | Time: 2696.99 ms
[2021-04-22 23:00:23 main:574] : INFO : Epoch 1761 | loss: 0.0311446 | val_loss: 0.0311806 | Time: 2698.55 ms
[2021-04-22 23:00:26 main:574] : INFO : Epoch 1762 | loss: 0.0311437 | val_loss: 0.0311774 | Time: 2698.85 ms
[2021-04-22 23:00:29 main:574] : INFO : Epoch 1763 | loss: 0.0311399 | val_loss: 0.0311743 | Time: 2694.27 ms
[2021-04-22 23:00:31 main:574] : INFO : Epoch 1764 | loss: 0.0311373 | val_loss: 0.0311779 | Time: 2702.02 ms
[2021-04-22 23:00:34 main:574] : INFO : Epoch 1765 | loss: 0.0311401 | val_loss: 0.0311778 | Time: 2699.82 ms
[2021-04-22 23:00:37 main:574] : INFO : Epoch 1766 | loss: 0.0311374 | val_loss: 0.0311798 | Time: 2698.83 ms
[2021-04-22 23:00:40 main:574] : INFO : Epoch 1767 | loss: 0.0311356 | val_loss: 0.0311811 | Time: 2697.9 ms
[2021-04-22 23:00:42 main:574] : INFO : Epoch 1768 | loss: 0.0311339 | val_loss: 0.0311816 | Time: 2698.73 ms
[2021-04-22 23:00:45 main:574] : INFO : Epoch 1769 | loss: 0.031136 | val_loss: 0.0311846 | Time: 2697.8 ms
[2021-04-22 23:00:48 main:574] : INFO : Epoch 1770 | loss: 0.0311349 | val_loss: 0.0311797 | Time: 2696.62 ms
[2021-04-22 23:00:51 main:574] : INFO : Epoch 1771 | loss: 0.0311349 | val_loss: 0.0311764 | Time: 2700.39 ms
[2021-04-22 23:00:53 main:574] : INFO : Epoch 1772 | loss: 0.0311339 | val_loss: 0.031177 | Time: 2695.57 ms
[2021-04-22 23:00:56 main:574] : INFO : Epoch 1773 | loss: 0.0311352 | val_loss: 0.0311815 | Time: 2698.97 ms
[2021-04-22 23:00:59 main:574] : INFO : Epoch 1774 | loss: 0.0311357 | val_loss: 0.031178 | Time: 2704.93 ms
[2021-04-22 23:01:01 main:574] : INFO : Epoch 1775 | loss: 0.0311352 | val_loss: 0.0311868 | Time: 2708.61 ms
[2021-04-22 23:01:04 main:574] : INFO : Epoch 1776 | loss: 0.0311354 | val_loss: 0.0311826 | Time: 2719.97 ms
[2021-04-22 23:01:07 main:574] : INFO : Epoch 1777 | loss: 0.0311333 | val_loss: 0.0311789 | Time: 2706.87 ms
[2021-04-22 23:01:10 main:574] : INFO : Epoch 1778 | loss: 0.0311326 | val_loss: 0.0311763 | Time: 2706.23 ms
[2021-04-22 23:01:12 main:574] : INFO : Epoch 1779 | loss: 0.0311316 | val_loss: 0.0311809 | Time: 2706.02 ms
[2021-04-22 23:01:15 main:574] : INFO : Epoch 1780 | loss: 0.0311343 | val_loss: 0.0311858 | Time: 2704.18 ms
[2021-04-22 23:01:18 main:574] : INFO : Epoch 1781 | loss: 0.0311428 | val_loss: 0.031186 | Time: 2705.08 ms
[2021-04-22 23:01:21 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.0311807 | Time: 2705.52 ms
[2021-04-22 23:01:23 main:574] : INFO : Epoch 1783 | loss: 0.0311346 | val_loss: 0.0311822 | Time: 2706.2 ms
[2021-04-22 23:01:26 main:574] : INFO : Epoch 1784 | loss: 0.0311321 | val_loss: 0.031182 | Time: 2707.46 ms
[2021-04-22 23:01:29 main:574] : INFO : Epoch 1785 | loss: 0.0311329 | val_loss: 0.0311876 | Time: 2717.44 ms
[2021-04-22 23:01:31 main:574] : INFO : Epoch 1786 | loss: 0.0311312 | val_loss: 0.0311795 | Time: 2700.27 ms
[2021-04-22 23:01:34 main:574] : INFO : Epoch 1787 | loss: 0.0311301 | val_loss: 0.0311878 | Time: 2718.32 ms
[2021-04-22 23:01:37 main:574] : INFO : Epoch 1788 | loss: 0.0311293 | val_loss: 0.0311812 | Time: 2698.62 ms
[2021-04-22 23:01:40 main:574] : INFO : Epoch 1789 | loss: 0.0311324 | val_loss: 0.0311789 | Time: 2696.17 ms
[2021-04-22 23:01:42 main:574] : INFO : Epoch 1790 | loss: 0.0311335 | val_loss: 0.0311855 | Time: 2699.75 ms
[2021-04-22 23:01:45 main:574] : INFO : Epoch 1791 | loss: 0.031131 | val_loss: 0.0311854 | Time: 2703.12 ms
[2021-04-22 23:01:48 main:574] : INFO : Epoch 1792 | loss: 0.0311331 | val_loss: 0.0311817 | Time: 2698.38 ms
[2021-04-22 23:01:51 main:574] : INFO : Epoch 1793 | loss: 0.0311338 | val_loss: 0.031185 | Time: 2698.37 ms
[2021-04-22 23:01:53 main:574] : INFO : Epoch 1794 | loss: 0.0311332 | val_loss: 0.0311845 | Time: 2697.64 ms
[2021-04-22 23:01:56 main:574] : INFO : Epoch 1795 | loss: 0.0311315 | val_loss: 0.0311793 | Time: 2699.85 ms
[2021-04-22 23:01:59 main:574] : INFO : Epoch 1796 | loss: 0.0311295 | val_loss: 0.0311883 | Time: 2697.99 ms
[2021-04-22 23:02:01 main:574] : INFO : Epoch 1797 | loss: 0.0311273 | val_loss: 0.0311841 | Time: 2699.48 ms
[2021-04-22 23:02:04 main:574] : INFO : Epoch 1798 | loss: 0.0311268 | val_loss: 0.0311819 | Time: 2701.84 ms
[2021-04-22 23:02:07 main:574] : INFO : Epoch 1799 | loss: 0.0311334 | val_loss: 0.0311783 | Time: 2697.27 ms
[2021-04-22 23:02:10 main:574] : INFO : Epoch 1800 | loss: 0.0311405 | val_loss: 0.0311774 | Time: 2700.27 ms
[2021-04-22 23:02:12 main:574] : INFO : Epoch 1801 | loss: 0.0311403 | val_loss: 0.0311811 | Time: 2697.91 ms
[2021-04-22 23:02:15 main:574] : INFO : Epoch 1802 | loss: 0.031135 | val_loss: 0.0311794 | Time: 2699.81 ms
[2021-04-22 23:02:18 main:574] : INFO : Epoch 1803 | loss: 0.0311321 | val_loss: 0.0311889 | Time: 2698.44 ms
[2021-04-22 23:02:21 main:574] : INFO : Epoch 1804 | loss: 0.0311321 | val_loss: 0.0311817 | Time: 2699.49 ms
[2021-04-22 23:02:23 main:574] : INFO : Epoch 1805 | loss: 0.0311402 | val_loss: 0.0311811 | Time: 2700.41 ms
[2021-04-22 23:02:26 main:574] : INFO : Epoch 1806 | loss: 0.0311399 | val_loss: 0.0311859 | Time: 2698.46 ms
[2021-04-22 23:02:29 main:574] : INFO : Epoch 1807 | loss: 0.031139 | val_loss: 0.0311792 | Time: 2698.55 ms
[2021-04-22 23:02:31 main:574] : INFO : Epoch 1808 | loss: 0.0311353 | val_loss: 0.0311811 | Time: 2698.11 ms
[2021-04-22 23:02:34 main:574] : INFO : Epoch 1809 | loss: 0.0311353 | val_loss: 0.0311796 | Time: 2699.64 ms
[2021-04-22 23:02:37 main:574] : INFO : Epoch 1810 | loss: 0.0311355 | val_loss: 0.0311872 | Time: 2699.32 ms
[2021-04-22 23:02:40 main:574] : INFO : Epoch 1811 | loss: 0.0311389 | val_loss: 0.0311756 | Time: 2699.84 ms
[2021-04-22 23:02:42 main:574] : INFO : Epoch 1812 | loss: 0.031135 | val_loss: 0.0311808 | Time: 2701.42 ms
[2021-04-22 23:02:45 main:574] : INFO : Epoch 1813 | loss: 0.0311323 | val_loss: 0.0311796 | Time: 2698.9 ms
[2021-04-22 23:02:48 main:574] : INFO : Epoch 1814 | loss: 0.0311315 | val_loss: 0.0311813 | Time: 2698.64 ms
[2021-04-22 23:02:50 main:574] : INFO : Epoch 1815 | loss: 0.0311318 | val_loss: 0.0311833 | Time: 2698.94 ms
[2021-04-22 23:02:53 main:574] : INFO : Epoch 1816 | loss: 0.0311314 | val_loss: 0.0311847 | Time: 2697.72 ms
[2021-04-22 23:02:56 main:574] : INFO : Epoch 1817 | loss: 0.0311311 | val_loss: 0.0311794 | Time: 2708.39 ms
[2021-04-22 23:02:59 main:574] : INFO : Epoch 1818 | loss: 0.0311277 | val_loss: 0.0311796 | Time: 2700.51 ms
[2021-04-22 23:03:01 main:574] : INFO : Epoch 1819 | loss: 0.0311276 | val_loss: 0.031185 | Time: 2700.53 ms
[2021-04-22 23:03:04 main:574] : INFO : Epoch 1820 | loss: 0.0311291 | val_loss: 0.0311797 | Time: 2697.63 ms
[2021-04-22 23:03:07 main:574] : INFO : Epoch 1821 | loss: 0.0311271 | val_loss: 0.0311813 | Time: 2710.44 ms
[2021-04-22 23:03:10 main:574] : INFO : Epoch 1822 | loss: 0.0311268 | val_loss: 0.0311856 | Time: 2696.88 ms
[2021-04-22 23:03:12 main:574] : INFO : Epoch 1823 | loss: 0.031127 | val_loss: 0.0311843 | Time: 2699.07 ms
[2021-04-22 23:03:15 main:574] : INFO : Epoch 1824 | loss: 0.0311263 | val_loss: 0.0311793 | Time: 2700.03 ms
[2021-04-22 23:03:18 main:574] : INFO : Epoch 1825 | loss: 0.0311265 | val_loss: 0.0311876 | Time: 2696.72 ms
[2021-04-22 23:03:20 main:574] : INFO : Epoch 1826 | loss: 0.031127 | val_loss: 0.0311869 | Time: 2701.25 ms
[2021-04-22 23:03:23 main:574] : INFO : Epoch 1827 | loss: 0.0311295 | val_loss: 0.0311833 | Time: 2697.34 ms
[2021-04-22 23:03:26 main:574] : INFO : Epoch 1828 | loss: 0.0311291 | val_loss: 0.0311851 | Time: 2698.82 ms
[2021-04-22 23:03:29 main:574] : INFO : Epoch 1829 | loss: 0.0311283 | val_loss: 0.0311774 | Time: 2698.01 ms
[2021-04-22 23:03:31 main:574] : INFO : Epoch 1830 | loss: 0.0311362 | val_loss: 0.0311833 | Time: 2698.82 ms
[2021-04-22 23:03:34 main:574] : INFO : Epoch 1831 | loss: 0.0311388 | val_loss: 0.0311799 | Time: 2697.12 ms
[2021-04-22 23:03:37 main:574] : INFO : Epoch 1832 | loss: 0.0311418 | val_loss: 0.0311747 | Time: 2700.17 ms
[2021-04-22 23:03:39 main:574] : INFO : Epoch 1833 | loss: 0.0311392 | val_loss: 0.0311792 | Time: 2701.42 ms
[2021-04-22 23:03:42 main:574] : INFO : Epoch 1834 | loss: 0.0311365 | val_loss: 0.0311767 | Time: 2699.52 ms
[2021-04-22 23:03:45 main:574] : INFO : Epoch 1835 | loss: 0.0311309 | val_loss: 0.0311749 | Time: 2697.23 ms
[2021-04-22 23:03:48 main:574] : INFO : Epoch 1836 | loss: 0.0311337 | val_loss: 0.031186 | Time: 2699.07 ms
[2021-04-22 23:03:50 main:574] : INFO : Epoch 1837 | loss: 0.0311314 | val_loss: 0.0311784 | Time: 2700.56 ms
[2021-04-22 23:03:53 main:574] : INFO : Epoch 1838 | loss: 0.0311299 | val_loss: 0.0311786 | Time: 2696.29 ms
[2021-04-22 23:03:56 main:574] : INFO : Epoch 1839 | loss: 0.031132 | val_loss: 0.0311802 | Time: 2700.58 ms
[2021-04-22 23:03:58 main:574] : INFO : Epoch 1840 | loss: 0.0311316 | val_loss: 0.0311877 | Time: 2701.26 ms
[2021-04-22 23:04:01 main:574] : INFO : Epoch 1841 | loss: 0.0311327 | val_loss: 0.0311861 | Time: 2698.22 ms
[2021-04-22 23:04:04 main:574] : INFO : Epoch 1842 | loss: 0.0311311 | val_loss: 0.0311769 | Time: 2697.41 ms
[2021-04-22 23:04:07 main:574] : INFO : Epoch 1843 | loss: 0.0311285 | val_loss: 0.031183 | Time: 2698.97 ms
[2021-04-22 23:04:09 main:574] : INFO : Epoch 1844 | loss: 0.0311315 | val_loss: 0.0311812 | Time: 2700.12 ms
[2021-04-22 23:04:12 main:574] : INFO : Epoch 1845 | loss: 0.0311345 | val_loss: 0.0311832 | Time: 2696.88 ms
[2021-04-22 23:04:15 main:574] : INFO : Epoch 1846 | loss: 0.0311305 | val_loss: 0.0311789 | Time: 2700.75 ms
[2021-04-22 23:04:18 main:574] : INFO : Epoch 1847 | loss: 0.0311295 | val_loss: 0.0311799 | Time: 2700.3 ms
[2021-04-22 23:04:20 main:574] : INFO : Epoch 1848 | loss: 0.0311326 | val_loss: 0.0311742 | Time: 2699.04 ms
[2021-04-22 23:04:23 main:574] : INFO : Epoch 1849 | loss: 0.0311289 | val_loss: 0.0311795 | Time: 2697.91 ms
[2021-04-22 23:04:26 main:574] : INFO : Epoch 1850 | loss: 0.031128 | val_loss: 0.0311799 | Time: 2698.26 ms
[2021-04-22 23:04:28 main:574] : INFO : Epoch 1851 | loss: 0.0311302 | val_loss: 0.0311815 | Time: 2699.88 ms
[2021-04-22 23:04:31 main:574] : INFO : Epoch 1852 | loss: 0.0311302 | val_loss: 0.0311808 | Time: 2701.25 ms
[2021-04-22 23:04:34 main:574] : INFO : Epoch 1853 | loss: 0.0311251 | val_loss: 0.0311809 | Time: 2700.37 ms
[2021-04-22 23:04:37 main:574] : INFO : Epoch 1854 | loss: 0.0311325 | val_loss: 0.031181 | Time: 2700.52 ms
[2021-04-22 23:04:39 main:574] : INFO : Epoch 1855 | loss: 0.0311298 | val_loss: 0.031183 | Time: 2699.2 ms
[2021-04-22 23:04:42 main:574] : INFO : Epoch 1856 | loss: 0.0311274 | val_loss: 0.031183 | Time: 2699.46 ms
[2021-04-22 23:04:45 main:574] : INFO : Epoch 1857 | loss: 0.0311269 | val_loss: 0.0311811 | Time: 2697.19 ms
[2021-04-22 23:04:47 main:574] : INFO : Epoch 1858 | loss: 0.0311297 | val_loss: 0.0311803 | Time: 2700.24 ms
[2021-04-22 23:04:50 main:574] : INFO : Epoch 1859 | loss: 0.0311275 | val_loss: 0.0311783 | Time: 2699.88 ms
[2021-04-22 23:04:53 main:574] : INFO : Epoch 1860 | loss: 0.0311278 | val_loss: 0.0311807 | Time: 2702.85 ms
[2021-04-22 23:04:56 main:574] : INFO : Epoch 1861 | loss: 0.0311287 | val_loss: 0.0311885 | Time: 2700.32 ms
[2021-04-22 23:04:58 main:574] : INFO : Epoch 1862 | loss: 0.0311286 | val_loss: 0.0311845 | Time: 2699.62 ms
[2021-04-22 23:05:01 main:574] : INFO : Epoch 1863 | loss: 0.0311259 | val_loss: 0.0311847 | Time: 2704.17 ms
[2021-04-22 23:05:04 main:574] : INFO : Epoch 1864 | loss: 0.0311282 | val_loss: 0.0311796 | Time: 2699.55 ms
[2021-04-22 23:05:06 main:574] : INFO : Epoch 1865 | loss: 0.0311308 | val_loss: 0.0311777 | Time: 2702.17 ms
[2021-04-22 23:05:09 main:574] : INFO : Epoch 1866 | loss: 0.0311302 | val_loss: 0.0311784 | Time: 2701.84 ms
[2021-04-22 23:05:12 main:574] : INFO : Epoch 1867 | loss: 0.0311296 | val_loss: 0.0311869 | Time: 2701.54 ms
[2021-04-22 23:05:15 main:574] : INFO : Epoch 1868 | loss: 0.0311309 | val_loss: 0.0311811 | Time: 2702.48 ms
[2021-04-22 23:05:17 main:574] : INFO : Epoch 1869 | loss: 0.0311262 | val_loss: 0.0311829 | Time: 2705.53 ms
[2021-04-22 23:05:20 main:574] : INFO : Epoch 1870 | loss: 0.0311261 | val_loss: 0.0311808 | Time: 2704.39 ms
[2021-04-22 23:05:23 main:574] : INFO : Epoch 1871 | loss: 0.0311296 | val_loss: 0.0311802 | Time: 2706.31 ms
[2021-04-22 23:05:26 main:574] : INFO : Epoch 1872 | loss: 0.031127 | val_loss: 0.0311809 | Time: 2706.9 ms
[2021-04-22 23:05:28 main:574] : INFO : Epoch 1873 | loss: 0.0311239 | val_loss: 0.0311812 | Time: 2709.59 ms
[2021-04-22 23:05:31 main:574] : INFO : Epoch 1874 | loss: 0.0311241 | val_loss: 0.0311868 | Time: 2706.7 ms
[2021-04-22 23:05:34 main:574] : INFO : Epoch 1875 | loss: 0.0311233 | val_loss: 0.0311875 | Time: 2708.27 ms
[2021-04-22 23:05:36 main:574] : INFO : Epoch 1876 | loss: 0.0311253 | val_loss: 0.0311977 | Time: 2704.35 ms
[2021-04-22 23:05:39 main:574] : INFO : Epoch 1877 | loss: 0.0311267 | val_loss: 0.0311847 | Time: 2705.59 ms
[2021-04-22 23:05:42 main:574] : INFO : Epoch 1878 | loss: 0.0311271 | val_loss: 0.0311899 | Time: 2705.95 ms
[2021-04-22 23:05:45 main:574] : INFO : Epoch 1879 | loss: 0.0311267 | val_loss: 0.0311952 | Time: 2704.34 ms
[2021-04-22 23:05:47 main:574] : INFO : Epoch 1880 | loss: 0.0312508 | val_loss: 0.0319927 | Time: 2709.1 ms
[2021-04-22 23:05:50 main:574] : INFO : Epoch 1881 | loss: 0.0324784 | val_loss: 0.0315698 | Time: 2708.6 ms
[2021-04-22 23:05:53 main:574] : INFO : Epoch 1882 | loss: 0.0313835 | val_loss: 0.0312598 | Time: 2703.99 ms
[2021-04-22 23:05:56 main:574] : INFO : Epoch 1883 | loss: 0.0312567 | val_loss: 0.0312355 | Time: 2704.35 ms
[2021-04-22 23:05:58 main:574] : INFO : Epoch 1884 | loss: 0.0312181 | val_loss: 0.031215 | Time: 2706.98 ms
[2021-04-22 23:06:01 main:574] : INFO : Epoch 1885 | loss: 0.0312059 | val_loss: 0.0311944 | Time: 2707.04 ms
[2021-04-22 23:06:04 main:574] : INFO : Epoch 1886 | loss: 0.0311822 | val_loss: 0.0311753 | Time: 2705.13 ms
[2021-04-22 23:06:06 main:574] : INFO : Epoch 1887 | loss: 0.0311662 | val_loss: 0.0311723 | Time: 2708.74 ms
[2021-04-22 23:06:09 main:574] : INFO : Epoch 1888 | loss: 0.0311629 | val_loss: 0.0311829 | Time: 2706.6 ms
[2021-04-22 23:06:12 main:574] : INFO : Epoch 1889 | loss: 0.0311593 | val_loss: 0.0311722 | Time: 2705.97 ms
[2021-04-22 23:06:15 main:574] : INFO : Epoch 1890 | loss: 0.0311513 | val_loss: 0.0311731 | Time: 2704.01 ms
[2021-04-22 23:06:17 main:574] : INFO : Epoch 1891 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 2706.9 ms
[2021-04-22 23:06:20 main:574] : INFO : Epoch 1892 | loss: 0.031146 | val_loss: 0.0311711 | Time: 2705.51 ms
[2021-04-22 23:06:23 main:574] : INFO : Epoch 1893 | loss: 0.0311424 | val_loss: 0.0311721 | Time: 2705.96 ms
[2021-04-22 23:06:25 main:574] : INFO : Epoch 1894 | loss: 0.0311378 | val_loss: 0.0311751 | Time: 2709.21 ms
[2021-04-22 23:06:28 main:574] : INFO : Epoch 1895 | loss: 0.031136 | val_loss: 0.0311777 | Time: 2705.68 ms
[2021-04-22 23:06:31 main:574] : INFO : Epoch 1896 | loss: 0.0311348 | val_loss: 0.031179 | Time: 2705.19 ms
[2021-04-22 23:06:34 main:574] : INFO : Epoch 1897 | loss: 0.0311329 | val_loss: 0.0311821 | Time: 2704.61 ms
[2021-04-22 23:06:36 main:574] : INFO : Epoch 1898 | loss: 0.0311311 | val_loss: 0.0311791 | Time: 2709.05 ms
[2021-04-22 23:06:39 main:574] : INFO : Epoch 1899 | loss: 0.0311326 | val_loss: 0.0311829 | Time: 2707.56 ms
[2021-04-22 23:06:42 main:574] : INFO : Epoch 1900 | loss: 0.0311335 | val_loss: 0.0311805 | Time: 2705.88 ms
[2021-04-22 23:06:45 main:574] : INFO : Epoch 1901 | loss: 0.0311325 | val_loss: 0.0311765 | Time: 2701.62 ms
[2021-04-22 23:06:47 main:574] : INFO : Epoch 1902 | loss: 0.0311374 | val_loss: 0.0311854 | Time: 2702.84 ms
[2021-04-22 23:06:50 main:574] : INFO : Epoch 1903 | loss: 0.0311353 | val_loss: 0.0311827 | Time: 2704.13 ms
[2021-04-22 23:06:53 main:574] : INFO : Epoch 1904 | loss: 0.0311317 | val_loss: 0.0311822 | Time: 2703.3 ms
[2021-04-22 23:06:55 main:574] : INFO : Epoch 1905 | loss: 0.0311315 | val_loss: 0.031182 | Time: 2702.64 ms
[2021-04-22 23:06:58 main:574] : INFO : Epoch 1906 | loss: 0.0311381 | val_loss: 0.0311824 | Time: 2708.09 ms
[2021-04-22 23:07:01 main:574] : INFO : Epoch 1907 | loss: 0.0311357 | val_loss: 0.0311784 | Time: 2703.7 ms
[2021-04-22 23:07:04 main:574] : INFO : Epoch 1908 | loss: 0.0311338 | val_loss: 0.0311777 | Time: 2701.14 ms
[2021-04-22 23:07:06 main:574] : INFO : Epoch 1909 | loss: 0.0311318 | val_loss: 0.0311773 | Time: 2703.2 ms
[2021-04-22 23:07:09 main:574] : INFO : Epoch 1910 | loss: 0.0311291 | val_loss: 0.031179 | Time: 2702.31 ms
[2021-04-22 23:07:12 main:574] : INFO : Epoch 1911 | loss: 0.03113 | val_loss: 0.0311818 | Time: 2705.98 ms
[2021-04-22 23:07:14 main:574] : INFO : Epoch 1912 | loss: 0.0311339 | val_loss: 0.0311808 | Time: 2705.04 ms
[2021-04-22 23:07:17 main:574] : INFO : Epoch 1913 | loss: 0.0311313 | val_loss: 0.0311779 | Time: 2706.21 ms
[2021-04-22 23:07:20 main:574] : INFO : Epoch 1914 | loss: 0.0311321 | val_loss: 0.0311766 | Time: 2703.36 ms
[2021-04-22 23:07:23 main:574] : INFO : Epoch 1915 | loss: 0.0311302 | val_loss: 0.0311792 | Time: 2702.76 ms
[2021-04-22 23:07:25 main:574] : INFO : Epoch 1916 | loss: 0.031132 | val_loss: 0.0311857 | Time: 2703.52 ms
[2021-04-22 23:07:28 main:574] : INFO : Epoch 1917 | loss: 0.0311295 | val_loss: 0.0311783 | Time: 2703.07 ms
[2021-04-22 23:07:31 main:574] : INFO : Epoch 1918 | loss: 0.031128 | val_loss: 0.0311846 | Time: 2703.91 ms
[2021-04-22 23:07:34 main:574] : INFO : Epoch 1919 | loss: 0.0311351 | val_loss: 0.0311864 | Time: 2702.88 ms
[2021-04-22 23:07:36 main:574] : INFO : Epoch 1920 | loss: 0.0311392 | val_loss: 0.0311802 | Time: 2707.8 ms
[2021-04-22 23:07:39 main:574] : INFO : Epoch 1921 | loss: 0.0311376 | val_loss: 0.0311769 | Time: 2704.07 ms
[2021-04-22 23:07:42 main:574] : INFO : Epoch 1922 | loss: 0.0311349 | val_loss: 0.0311792 | Time: 2702.11 ms
[2021-04-22 23:07:44 main:574] : INFO : Epoch 1923 | loss: 0.0311344 | val_loss: 0.0311868 | Time: 2703.52 ms
[2021-04-22 23:07:47 main:574] : INFO : Epoch 1924 | loss: 0.0311322 | val_loss: 0.0311807 | Time: 2706.05 ms
[2021-04-22 23:07:50 main:574] : INFO : Epoch 1925 | loss: 0.0311301 | val_loss: 0.0311779 | Time: 2702.95 ms
[2021-04-22 23:07:53 main:574] : INFO : Epoch 1926 | loss: 0.0311328 | val_loss: 0.0311751 | Time: 2704.38 ms
[2021-04-22 23:07:55 main:574] : INFO : Epoch 1927 | loss: 0.0311328 | val_loss: 0.0311769 | Time: 2706.85 ms
[2021-04-22 23:07:58 main:574] : INFO : Epoch 1928 | loss: 0.0311294 | val_loss: 0.0311834 | Time: 2703.7 ms
[2021-04-22 23:08:01 main:574] : INFO : Epoch 1929 | loss: 0.0311303 | val_loss: 0.0311772 | Time: 2705.78 ms
[2021-04-22 23:08:04 main:574] : INFO : Epoch 1930 | loss: 0.0311349 | val_loss: 0.0311824 | Time: 2702.38 ms
[2021-04-22 23:08:06 main:574] : INFO : Epoch 1931 | loss: 0.0311384 | val_loss: 0.0311793 | Time: 2718.84 ms
[2021-04-22 23:08:09 main:574] : INFO : Epoch 1932 | loss: 0.0311308 | val_loss: 0.0311796 | Time: 2703.72 ms
[2021-04-22 23:08:12 main:574] : INFO : Epoch 1933 | loss: 0.0311283 | val_loss: 0.0311806 | Time: 2703.33 ms
[2021-04-22 23:08:14 main:574] : INFO : Epoch 1934 | loss: 0.0311318 | val_loss: 0.0311803 | Time: 2707.01 ms
[2021-04-22 23:08:17 main:574] : INFO : Epoch 1935 | loss: 0.0311306 | val_loss: 0.0311836 | Time: 2704.76 ms
[2021-04-22 23:08:20 main:574] : INFO : Epoch 1936 | loss: 0.031129 | val_loss: 0.0311794 | Time: 2701.29 ms
[2021-04-22 23:08:23 main:574] : INFO : Epoch 1937 | loss: 0.0311293 | val_loss: 0.0311823 | Time: 2703.22 ms
[2021-04-22 23:08:25 main:574] : INFO : Epoch 1938 | loss: 0.0311452 | val_loss: 0.0311774 | Time: 2702.5 ms
[2021-04-22 23:08:28 main:574] : INFO : Epoch 1939 | loss: 0.0311448 | val_loss: 0.0311752 | Time: 2704.08 ms
[2021-04-22 23:08:31 main:574] : INFO : Epoch 1940 | loss: 0.0311413 | val_loss: 0.0311765 | Time: 2705 ms
[2021-04-22 23:08:34 main:574] : INFO : Epoch 1941 | loss: 0.0311439 | val_loss: 0.0311753 | Time: 2720.61 ms
[2021-04-22 23:08:36 main:574] : INFO : Epoch 1942 | loss: 0.0311392 | val_loss: 0.0311785 | Time: 2705.24 ms
[2021-04-22 23:08:39 main:574] : INFO : Epoch 1943 | loss: 0.0311379 | val_loss: 0.0311762 | Time: 2702.13 ms
[2021-04-22 23:08:42 main:574] : INFO : Epoch 1944 | loss: 0.0311383 | val_loss: 0.0311776 | Time: 2700.22 ms
[2021-04-22 23:08:44 main:574] : INFO : Epoch 1945 | loss: 0.0311389 | val_loss: 0.0311795 | Time: 2700.28 ms
[2021-04-22 23:08:47 main:574] : INFO : Epoch 1946 | loss: 0.0311417 | val_loss: 0.0311726 | Time: 2704.81 ms
[2021-04-22 23:08:50 main:574] : INFO : Epoch 1947 | loss: 0.031139 | val_loss: 0.0311758 | Time: 2701.39 ms
[2021-04-22 23:08:53 main:574] : INFO : Epoch 1948 | loss: 0.0311398 | val_loss: 0.0311778 | Time: 2706.17 ms
[2021-04-22 23:08:55 main:574] : INFO : Epoch 1949 | loss: 0.0311362 | val_loss: 0.0311777 | Time: 2702.44 ms
[2021-04-22 23:08:58 main:574] : INFO : Epoch 1950 | loss: 0.0311341 | val_loss: 0.0311765 | Time: 2702.1 ms
[2021-04-22 23:09:01 main:574] : INFO : Epoch 1951 | loss: 0.0311313 | val_loss: 0.0311817 | Time: 2704.61 ms
[2021-04-22 23:09:03 main:574] : INFO : Epoch 1952 | loss: 0.0311313 | val_loss: 0.0311779 | Time: 2702.02 ms
[2021-04-22 23:09:06 main:574] : INFO : Epoch 1953 | loss: 0.0311316 | val_loss: 0.0311774 | Time: 2703.87 ms
[2021-04-22 23:09:09 main:574] : INFO : Epoch 1954 | loss: 0.0311307 | val_loss: 0.0311777 | Time: 2704.2 ms
[2021-04-22 23:09:12 main:574] : INFO : Epoch 1955 | loss: 0.0311352 | val_loss: 0.0311764 | Time: 2709.08 ms
[2021-04-22 23:09:14 main:574] : INFO : Epoch 1956 | loss: 0.0311391 | val_loss: 0.0311754 | Time: 2703.54 ms
[2021-04-22 23:09:17 main:574] : INFO : Epoch 1957 | loss: 0.0311359 | val_loss: 0.03118 | Time: 2703.68 ms
[2021-04-22 23:09:20 main:574] : INFO : Epoch 1958 | loss: 0.0311335 | val_loss: 0.0311811 | Time: 2703.7 ms
[2021-04-22 23:09:23 main:574] : INFO : Epoch 1959 | loss: 0.0311321 | val_loss: 0.0311769 | Time: 2700.2 ms
[2021-04-22 23:09:25 main:574] : INFO : Epoch 1960 | loss: 0.0311297 | val_loss: 0.0311738 | Time: 2704.98 ms
[2021-04-22 23:09:28 main:574] : INFO : Epoch 1961 | loss: 0.0311305 | val_loss: 0.0311795 | Time: 2704.51 ms
[2021-04-22 23:09:31 main:574] : INFO : Epoch 1962 | loss: 0.0311258 | val_loss: 0.0311809 | Time: 2706.44 ms
[2021-04-22 23:09:33 main:574] : INFO : Epoch 1963 | loss: 0.0311292 | val_loss: 0.0311731 | Time: 2702.59 ms
[2021-04-22 23:09:36 main:574] : INFO : Epoch 1964 | loss: 0.0311329 | val_loss: 0.03118 | Time: 2702.53 ms
[2021-04-22 23:09:39 main:574] : INFO : Epoch 1965 | loss: 0.0311358 | val_loss: 0.031181 | Time: 2703.03 ms
[2021-04-22 23:09:42 main:574] : INFO : Epoch 1966 | loss: 0.0311335 | val_loss: 0.0311821 | Time: 2702.35 ms
[2021-04-22 23:09:44 main:574] : INFO : Epoch 1967 | loss: 0.0311308 | val_loss: 0.0311777 | Time: 2704.35 ms
[2021-04-22 23:09:47 main:574] : INFO : Epoch 1968 | loss: 0.0311499 | val_loss: 0.031175 | Time: 2702.95 ms
[2021-04-22 23:09:50 main:574] : INFO : Epoch 1969 | loss: 0.031147 | val_loss: 0.0311767 | Time: 2705.01 ms
[2021-04-22 23:09:52 main:574] : INFO : Epoch 1970 | loss: 0.0311425 | val_loss: 0.0311849 | Time: 2702.58 ms
[2021-04-22 23:09:55 main:574] : INFO : Epoch 1971 | loss: 0.0311387 | val_loss: 0.0311774 | Time: 2702.62 ms
[2021-04-22 23:09:58 main:574] : INFO : Epoch 1972 | loss: 0.0311403 | val_loss: 0.0311784 | Time: 2703.23 ms
[2021-04-22 23:10:01 main:574] : INFO : Epoch 1973 | loss: 0.0311324 | val_loss: 0.0311799 | Time: 2702.7 ms
[2021-04-22 23:10:03 main:574] : INFO : Epoch 1974 | loss: 0.03113 | val_loss: 0.0311771 | Time: 2714.96 ms
[2021-04-22 23:10:06 main:574] : INFO : Epoch 1975 | loss: 0.0311307 | val_loss: 0.031181 | Time: 2706.36 ms
[2021-04-22 23:10:09 main:574] : INFO : Epoch 1976 | loss: 0.0311291 | val_loss: 0.0311762 | Time: 2709.89 ms
[2021-04-22 23:10:12 main:574] : INFO : Epoch 1977 | loss: 0.0311281 | val_loss: 0.0311775 | Time: 2706.22 ms
[2021-04-22 23:10:14 main:574] : INFO : Epoch 1978 | loss: 0.0311292 | val_loss: 0.0311772 | Time: 2705 ms
[2021-04-22 23:10:17 main:574] : INFO : Epoch 1979 | loss: 0.0311278 | val_loss: 0.0311813 | Time: 2704.57 ms
[2021-04-22 23:10:20 main:574] : INFO : Epoch 1980 | loss: 0.0311293 | val_loss: 0.0311822 | Time: 2705 ms
[2021-04-22 23:10:22 main:574] : INFO : Epoch 1981 | loss: 0.0311312 | val_loss: 0.0311824 | Time: 2704.4 ms
[2021-04-22 23:10:25 main:574] : INFO : Epoch 1982 | loss: 0.0311305 | val_loss: 0.0311754 | Time: 2706.75 ms
[2021-04-22 23:10:28 main:574] : INFO : Epoch 1983 | loss: 0.0311268 | val_loss: 0.0311781 | Time: 2709.3 ms
[2021-04-22 23:10:31 main:574] : INFO : Epoch 1984 | loss: 0.0311261 | val_loss: 0.0311794 | Time: 2706.85 ms
[2021-04-22 23:10:33 main:574] : INFO : Epoch 1985 | loss: 0.0311224 | val_loss: 0.0311827 | Time: 2704.61 ms
[2021-04-22 23:10:36 main:574] : INFO : Epoch 1986 | loss: 0.0311254 | val_loss: 0.0311788 | Time: 2704.95 ms
[2021-04-22 23:10:39 main:574] : INFO : Epoch 1987 | loss: 0.0311247 | val_loss: 0.0311804 | Time: 2705.08 ms
[2021-04-22 23:10:42 main:574] : INFO : Epoch 1988 | loss: 0.0311237 | val_loss: 0.0311882 | Time: 2705.97 ms
[2021-04-22 23:10:44 main:574] : INFO : Epoch 1989 | loss: 0.0311269 | val_loss: 0.03118 | Time: 2708.19 ms
[2021-04-22 23:10:47 main:574] : INFO : Epoch 1990 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 2707.37 ms
[2021-04-22 23:10:50 main:574] : INFO : Epoch 1991 | loss: 0.0311695 | val_loss: 0.0311745 | Time: 2705.25 ms
[2021-04-22 23:10:52 main:574] : INFO : Epoch 1992 | loss: 0.0311636 | val_loss: 0.0311704 | Time: 2704.05 ms
[2021-04-22 23:10:55 main:574] : INFO : Epoch 1993 | loss: 0.0311617 | val_loss: 0.0311699 | Time: 2706.27 ms
[2021-04-22 23:10:58 main:574] : INFO : Epoch 1994 | loss: 0.03116 | val_loss: 0.0311686 | Time: 2704.16 ms
[2021-04-22 23:11:01 main:574] : INFO : Epoch 1995 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 2706.9 ms
[2021-04-22 23:11:03 main:574] : INFO : Epoch 1996 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 2707.39 ms
[2021-04-22 23:11:06 main:574] : INFO : Epoch 1997 | loss: 0.031155 | val_loss: 0.031171 | Time: 2705.56 ms
[2021-04-22 23:11:09 main:574] : INFO : Epoch 1998 | loss: 0.0311539 | val_loss: 0.0311734 | Time: 2702.15 ms
[2021-04-22 23:11:12 main:574] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.0311705 | Time: 2704.81 ms
[2021-04-22 23:11:14 main:574] : INFO : Epoch 2000 | loss: 0.0311509 | val_loss: 0.0311704 | Time: 2704.8 ms
[2021-04-22 23:11:17 main:574] : INFO : Epoch 2001 | loss: 0.0311505 | val_loss: 0.031171 | Time: 2707.05 ms
[2021-04-22 23:11:20 main:574] : INFO : Epoch 2002 | loss: 0.0311509 | val_loss: 0.0311759 | Time: 2719.94 ms
[2021-04-22 23:11:22 main:574] : INFO : Epoch 2003 | loss: 0.0311499 | val_loss: 0.0311724 | Time: 2709.99 ms
[2021-04-22 23:11:25 main:574] : INFO : Epoch 2004 | loss: 0.0311498 | val_loss: 0.0311715 | Time: 2705.43 ms
[2021-04-22 23:11:28 main:574] : INFO : Epoch 2005 | loss: 0.0311485 | val_loss: 0.0311682 | Time: 2705.52 ms
[2021-04-22 23:11:31 main:574] : INFO : Epoch 2006 | loss: 0.0311473 | val_loss: 0.0311676 | Time: 2706.48 ms
[2021-04-22 23:11:33 main:574] : INFO : Epoch 2007 | loss: 0.0311443 | val_loss: 0.0311663 | Time: 2706.39 ms
[2021-04-22 23:11:36 main:574] : INFO : Epoch 2008 | loss: 0.0311446 | val_loss: 0.0311732 | Time: 2706.54 ms
[2021-04-22 23:11:39 main:574] : INFO : Epoch 2009 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 2704.3 ms
[2021-04-22 23:11:42 main:574] : INFO : Epoch 2010 | loss: 0.0311459 | val_loss: 0.0311667 | Time: 2710.29 ms
[2021-04-22 23:11:44 main:574] : INFO : Epoch 2011 | loss: 0.0311437 | val_loss: 0.0311722 | Time: 2707.19 ms
[2021-04-22 23:11:47 main:574] : INFO : Epoch 2012 | loss: 0.0311444 | val_loss: 0.0311666 | Time: 2707.18 ms
[2021-04-22 23:11:50 main:574] : INFO : Epoch 2013 | loss: 0.0311464 | val_loss: 0.0311712 | Time: 2704.09 ms
[2021-04-22 23:11:52 main:574] : INFO : Epoch 2014 | loss: 0.0311427 | val_loss: 0.0311652 | Time: 2702.78 ms
[2021-04-22 23:11:55 main:574] : INFO : Epoch 2015 | loss: 0.0311408 | val_loss: 0.0311668 | Time: 2705.64 ms
[2021-04-22 23:11:58 main:574] : INFO : Epoch 2016 | loss: 0.0311432 | val_loss: 0.0311696 | Time: 2707.43 ms
[2021-04-22 23:12:01 main:574] : INFO : Epoch 2017 | loss: 0.0311408 | val_loss: 0.0311699 | Time: 2704.91 ms
[2021-04-22 23:12:03 main:574] : INFO : Epoch 2018 | loss: 0.0311433 | val_loss: 0.0311695 | Time: 2697.82 ms
[2021-04-22 23:12:06 main:574] : INFO : Epoch 2019 | loss: 0.0311401 | val_loss: 0.0311694 | Time: 2700.91 ms
[2021-04-22 23:12:09 main:574] : INFO : Epoch 2020 | loss: 0.0311392 | val_loss: 0.0311717 | Time: 2699.43 ms
[2021-04-22 23:12:11 main:574] : INFO : Epoch 2021 | loss: 0.0311389 | val_loss: 0.0311687 | Time: 2703.51 ms
[2021-04-22 23:12:14 main:574] : INFO : Epoch 2022 | loss: 0.0311442 | val_loss: 0.0311687 | Time: 2699.14 ms
[2021-04-22 23:12:17 main:574] : INFO : Epoch 2023 | loss: 0.0311495 | val_loss: 0.0311691 | Time: 2699.06 ms
[2021-04-22 23:12:20 main:574] : INFO : Epoch 2024 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 2701.51 ms
[2021-04-22 23:12:22 main:574] : INFO : Epoch 2025 | loss: 0.031144 | val_loss: 0.0311679 | Time: 2697.87 ms
[2021-04-22 23:12:25 main:574] : INFO : Epoch 2026 | loss: 0.0311412 | val_loss: 0.0311669 | Time: 2698.73 ms
[2021-04-22 23:12:28 main:574] : INFO : Epoch 2027 | loss: 0.0311419 | val_loss: 0.0311695 | Time: 2699.29 ms
[2021-04-22 23:12:31 main:574] : INFO : Epoch 2028 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 2701.26 ms
[2021-04-22 23:12:33 main:574] : INFO : Epoch 2029 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 2698.84 ms
[2021-04-22 23:12:36 main:574] : INFO : Epoch 2030 | loss: 0.0311418 | val_loss: 0.0311657 | Time: 2701.43 ms
[2021-04-22 23:12:39 main:574] : INFO : Epoch 2031 | loss: 0.0311439 | val_loss: 0.0311681 | Time: 2702.99 ms
[2021-04-22 23:12:41 main:574] : INFO : Epoch 2032 | loss: 0.0311429 | val_loss: 0.0311678 | Time: 2699.42 ms
[2021-04-22 23:12:44 main:574] : INFO : Epoch 2033 | loss: 0.0311457 | val_loss: 0.0311673 | Time: 2699.77 ms
[2021-04-22 23:12:47 main:574] : INFO : Epoch 2034 | loss: 0.0311457 | val_loss: 0.0311666 | Time: 2708.12 ms
[2021-04-22 23:12:50 main:574] : INFO : Epoch 2035 | loss: 0.031147 | val_loss: 0.0311661 | Time: 2699.28 ms
[2021-04-22 23:12:52 main:574] : INFO : Epoch 2036 | loss: 0.031147 | val_loss: 0.0311637 | Time: 2698 ms
[2021-04-22 23:12:55 main:574] : INFO : Epoch 2037 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 2700.45 ms
[2021-04-22 23:12:58 main:574] : INFO : Epoch 2038 | loss: 0.0311414 | val_loss: 0.0311711 | Time: 2700.29 ms
[2021-04-22 23:13:00 main:574] : INFO : Epoch 2039 | loss: 0.0311426 | val_loss: 0.0311659 | Time: 2699.55 ms
[2021-04-22 23:13:03 main:574] : INFO : Epoch 2040 | loss: 0.03114 | val_loss: 0.0311664 | Time: 2699.28 ms
[2021-04-22 23:13:06 main:574] : INFO : Epoch 2041 | loss: 0.0311388 | val_loss: 0.0311671 | Time: 2698.38 ms
[2021-04-22 23:13:09 main:574] : INFO : Epoch 2042 | loss: 0.0311373 | val_loss: 0.0311666 | Time: 2698.15 ms
[2021-04-22 23:13:11 main:574] : INFO : Epoch 2043 | loss: 0.0311383 | val_loss: 0.0311668 | Time: 2700.97 ms
[2021-04-22 23:13:14 main:574] : INFO : Epoch 2044 | loss: 0.0311391 | val_loss: 0.0311692 | Time: 2700.7 ms
[2021-04-22 23:13:17 main:574] : INFO : Epoch 2045 | loss: 0.0311376 | val_loss: 0.0311658 | Time: 2702.19 ms
[2021-04-22 23:13:19 main:574] : INFO : Epoch 2046 | loss: 0.0311371 | val_loss: 0.0311668 | Time: 2697.92 ms
[2021-04-22 23:13:22 main:574] : INFO : Epoch 2047 | loss: 0.0311379 | val_loss: 0.0311703 | Time: 2704.14 ms
[2021-04-22 23:13:25 main:574] : INFO : Epoch 2048 | loss: 0.0311365 | val_loss: 0.0311686 | Time: 2697.36 ms
[2021-04-22 23:13:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311686
[2021-04-22 23:13:25 main:603] : INFO : Saving end state to config to file
[2021-04-22 23:13:25 main:608] : INFO : Success, exiting..
23:13:25 (620): 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)