Task 7712961
| Name | ParityModified-1631726893-9044-0_4 |
| Workunit | 5037984 |
| Created | 30 Sep 2021, 8:05:05 UTC |
| Sent | 30 Sep 2021, 9:35:47 UTC |
| Report deadline | 8 Oct 2021, 9:35:47 UTC |
| Received | 30 Sep 2021, 23:03:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 56 min 22 sec |
| CPU time | 56 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311723 | val_loss: 0.0311726 | Time: 1655.04 ms
[2021-09-30 18:48:53 main:581] : INFO : Epoch 1539 | loss: 0.031172 | val_loss: 0.0311706 | Time: 1654.22 ms
[2021-09-30 18:48:54 main:581] : INFO : Epoch 1540 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 1650.71 ms
[2021-09-30 18:48:56 main:581] : INFO : Epoch 1541 | loss: 0.0311695 | val_loss: 0.0311707 | Time: 1631.39 ms
[2021-09-30 18:48:58 main:581] : INFO : Epoch 1542 | loss: 0.031168 | val_loss: 0.0311682 | Time: 1626.94 ms
[2021-09-30 18:48:59 main:581] : INFO : Epoch 1543 | loss: 0.0311675 | val_loss: 0.0311691 | Time: 1646.85 ms
[2021-09-30 18:49:01 main:581] : INFO : Epoch 1544 | loss: 0.0311689 | val_loss: 0.0311699 | Time: 1671.26 ms
[2021-09-30 18:49:03 main:581] : INFO : Epoch 1545 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1672.57 ms
[2021-09-30 18:49:04 main:581] : INFO : Epoch 1546 | loss: 0.0311676 | val_loss: 0.0311763 | Time: 1680.03 ms
[2021-09-30 18:49:06 main:581] : INFO : Epoch 1547 | loss: 0.0311689 | val_loss: 0.0311676 | Time: 1638.14 ms
[2021-09-30 18:49:08 main:581] : INFO : Epoch 1548 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 1663.43 ms
[2021-09-30 18:49:09 main:581] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 1639.02 ms
[2021-09-30 18:49:11 main:581] : INFO : Epoch 1550 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1625.08 ms
[2021-09-30 18:49:12 main:581] : INFO : Epoch 1551 | loss: 0.0311632 | val_loss: 0.0311692 | Time: 1634.71 ms
[2021-09-30 18:49:14 main:581] : INFO : Epoch 1552 | loss: 0.0311643 | val_loss: 0.0311688 | Time: 1590.78 ms
[2021-09-30 18:49:16 main:581] : INFO : Epoch 1553 | loss: 0.0311636 | val_loss: 0.031171 | Time: 1633.14 ms
[2021-09-30 18:49:17 main:581] : INFO : Epoch 1554 | loss: 0.0311631 | val_loss: 0.0311737 | Time: 1612.11 ms
[2021-09-30 18:49:19 main:581] : INFO : Epoch 1555 | loss: 0.031164 | val_loss: 0.0311689 | Time: 1619 ms
[2021-09-30 18:49:21 main:581] : INFO : Epoch 1556 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 1624.36 ms
[2021-09-30 18:49:22 main:581] : INFO : Epoch 1557 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 1588.42 ms
[2021-09-30 18:49:24 main:581] : INFO : Epoch 1558 | loss: 0.0311648 | val_loss: 0.0311687 | Time: 1651.33 ms
[2021-09-30 18:49:25 main:581] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.0311687 | Time: 1647.44 ms
[2021-09-30 18:49:27 main:581] : INFO : Epoch 1560 | loss: 0.03116 | val_loss: 0.0311694 | Time: 1645.29 ms
[2021-09-30 18:49:29 main:581] : INFO : Epoch 1561 | loss: 0.0311605 | val_loss: 0.0311693 | Time: 1665.85 ms
[2021-09-30 18:49:30 main:581] : INFO : Epoch 1562 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 1645.48 ms
[2021-09-30 18:49:32 main:581] : INFO : Epoch 1563 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 1655.66 ms
[2021-09-30 18:49:34 main:581] : INFO : Epoch 1564 | loss: 0.0311617 | val_loss: 0.0311693 | Time: 1644.18 ms
[2021-09-30 18:49:35 main:581] : INFO : Epoch 1565 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1652.92 ms
[2021-09-30 18:49:37 main:581] : INFO : Epoch 1566 | loss: 0.0311657 | val_loss: 0.0311787 | Time: 1660.82 ms
[2021-09-30 18:49:39 main:581] : INFO : Epoch 1567 | loss: 0.0311623 | val_loss: 0.031173 | Time: 1645.49 ms
[2021-09-30 18:49:40 main:581] : INFO : Epoch 1568 | loss: 0.0311631 | val_loss: 0.0311723 | Time: 1664.1 ms
[2021-09-30 18:49:42 main:581] : INFO : Epoch 1569 | loss: 0.0311604 | val_loss: 0.0311721 | Time: 1670.48 ms
[2021-09-30 18:49:44 main:581] : INFO : Epoch 1570 | loss: 0.0311599 | val_loss: 0.0311692 | Time: 1646.25 ms
[2021-09-30 18:49:45 main:581] : INFO : Epoch 1571 | loss: 0.0311579 | val_loss: 0.0311716 | Time: 1680.04 ms
[2021-09-30 18:49:47 main:581] : INFO : Epoch 1572 | loss: 0.0311597 | val_loss: 0.0311763 | Time: 1662.21 ms
[2021-09-30 18:49:49 main:581] : INFO : Epoch 1573 | loss: 0.03116 | val_loss: 0.0311722 | Time: 1653.72 ms
[2021-09-30 18:49:50 main:581] : INFO : Epoch 1574 | loss: 0.0311575 | val_loss: 0.0311757 | Time: 1648.04 ms
[2021-09-30 18:49:52 main:581] : INFO : Epoch 1575 | loss: 0.0311602 | val_loss: 0.0311744 | Time: 1644.1 ms
[2021-09-30 18:49:54 main:581] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311713 | Time: 1634.02 ms
[2021-09-30 18:49:55 main:581] : INFO : Epoch 1577 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 1690.15 ms
[2021-09-30 18:49:57 main:581] : INFO : Epoch 1578 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 1661.53 ms
[2021-09-30 18:49:59 main:581] : INFO : Epoch 1579 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 1688.71 ms
[2021-09-30 18:50:00 main:581] : INFO : Epoch 1580 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 1637.76 ms
[2021-09-30 18:50:02 main:581] : INFO : Epoch 1581 | loss: 0.0311552 | val_loss: 0.0311698 | Time: 1641.13 ms
[2021-09-30 18:50:04 main:581] : INFO : Epoch 1582 | loss: 0.0311558 | val_loss: 0.0311718 | Time: 1653.78 ms
[2021-09-30 18:50:05 main:581] : INFO : Epoch 1583 | loss: 0.0311547 | val_loss: 0.0311713 | Time: 1634.36 ms
[2021-09-30 18:50:07 main:581] : INFO : Epoch 1584 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 1659.39 ms
[2021-09-30 18:50:08 main:581] : INFO : Epoch 1585 | loss: 0.0311572 | val_loss: 0.0311694 | Time: 1626.53 ms
[2021-09-30 18:50:10 main:581] : INFO : Epoch 1586 | loss: 0.031156 | val_loss: 0.0311691 | Time: 1639.96 ms
[2021-09-30 18:50:12 main:581] : INFO : Epoch 1587 | loss: 0.0311546 | val_loss: 0.0311738 | Time: 1640.94 ms
[2021-09-30 18:50:13 main:581] : INFO : Epoch 1588 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 1654.27 ms
[2021-09-30 18:50:15 main:581] : INFO : Epoch 1589 | loss: 0.0311535 | val_loss: 0.0311707 | Time: 1638.64 ms
[2021-09-30 18:50:17 main:581] : INFO : Epoch 1590 | loss: 0.0311533 | val_loss: 0.0311713 | Time: 1658.68 ms
[2021-09-30 18:50:18 main:581] : INFO : Epoch 1591 | loss: 0.0311522 | val_loss: 0.0311754 | Time: 1669.86 ms
[2021-09-30 18:50:20 main:581] : INFO : Epoch 1592 | loss: 0.0311519 | val_loss: 0.0311739 | Time: 1660.2 ms
[2021-09-30 18:50:22 main:581] : INFO : Epoch 1593 | loss: 0.0311512 | val_loss: 0.0311699 | Time: 1716.68 ms
[2021-09-30 18:50:23 main:581] : INFO : Epoch 1594 | loss: 0.0311553 | val_loss: 0.0311709 | Time: 1688.21 ms
[2021-09-30 18:50:25 main:581] : INFO : Epoch 1595 | loss: 0.0311512 | val_loss: 0.0311722 | Time: 1673.47 ms
[2021-09-30 18:50:27 main:581] : INFO : Epoch 1596 | loss: 0.0311526 | val_loss: 0.0311724 | Time: 1693.82 ms
[2021-09-30 18:50:28 main:581] : INFO : Epoch 1597 | loss: 0.0311553 | val_loss: 0.0311802 | Time: 1667.93 ms
[2021-09-30 18:50:30 main:581] : INFO : Epoch 1598 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 1698.48 ms
[2021-09-30 18:50:32 main:581] : INFO : Epoch 1599 | loss: 0.0311503 | val_loss: 0.0311727 | Time: 1716.72 ms
[2021-09-30 18:50:34 main:581] : INFO : Epoch 1600 | loss: 0.0311522 | val_loss: 0.0311762 | Time: 1681.65 ms
[2021-09-30 18:50:35 main:581] : INFO : Epoch 1601 | loss: 0.0311524 | val_loss: 0.0311714 | Time: 1672.02 ms
[2021-09-30 18:50:37 main:581] : INFO : Epoch 1602 | loss: 0.031153 | val_loss: 0.0311723 | Time: 1682.44 ms
[2021-09-30 18:50:39 main:581] : INFO : Epoch 1603 | loss: 0.0311561 | val_loss: 0.0311725 | Time: 1650.19 ms
[2021-09-30 18:50:40 main:581] : INFO : Epoch 1604 | loss: 0.0311531 | val_loss: 0.0311703 | Time: 1668.08 ms
[2021-09-30 18:50:42 main:581] : INFO : Epoch 1605 | loss: 0.0311522 | val_loss: 0.0311708 | Time: 1628.76 ms
[2021-09-30 18:50:44 main:581] : INFO : Epoch 1606 | loss: 0.0311534 | val_loss: 0.0311705 | Time: 1658.9 ms
[2021-09-30 18:50:45 main:581] : INFO : Epoch 1607 | loss: 0.0311502 | val_loss: 0.0311729 | Time: 1623.44 ms
[2021-09-30 18:50:47 main:581] : INFO : Epoch 1608 | loss: 0.0311533 | val_loss: 0.0311724 | Time: 1658.99 ms
[2021-09-30 18:50:48 main:581] : INFO : Epoch 1609 | loss: 0.031153 | val_loss: 0.03117 | Time: 1653.3 ms
[2021-09-30 18:50:50 main:581] : INFO : Epoch 1610 | loss: 0.0311548 | val_loss: 0.0311694 | Time: 1670.46 ms
[2021-09-30 18:50:52 main:581] : INFO : Epoch 1611 | loss: 0.0311544 | val_loss: 0.0311685 | Time: 1658.33 ms
[2021-09-30 18:50:53 main:581] : INFO : Epoch 1612 | loss: 0.0311517 | val_loss: 0.0311676 | Time: 1669.01 ms
[2021-09-30 18:50:55 main:581] : INFO : Epoch 1613 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 1648.15 ms
[2021-09-30 18:50:57 main:581] : INFO : Epoch 1614 | loss: 0.0311521 | val_loss: 0.0311709 | Time: 1634.31 ms
[2021-09-30 18:50:58 main:581] : INFO : Epoch 1615 | loss: 0.0311491 | val_loss: 0.0311677 | Time: 1641.91 ms
[2021-09-30 18:51:00 main:581] : INFO : Epoch 1616 | loss: 0.0311487 | val_loss: 0.0311693 | Time: 1625.73 ms
[2021-09-30 18:51:02 main:581] : INFO : Epoch 1617 | loss: 0.0311487 | val_loss: 0.0311711 | Time: 1625.09 ms
[2021-09-30 18:51:03 main:581] : INFO : Epoch 1618 | loss: 0.0311498 | val_loss: 0.0311727 | Time: 1665.85 ms
[2021-09-30 18:51:05 main:581] : INFO : Epoch 1619 | loss: 0.0311483 | val_loss: 0.0311753 | Time: 1640.18 ms
[2021-09-30 18:51:07 main:581] : INFO : Epoch 1620 | loss: 0.0311632 | val_loss: 0.0311708 | Time: 1679.14 ms
[2021-09-30 18:51:08 main:581] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1667.61 ms
[2021-09-30 18:51:10 main:581] : INFO : Epoch 1622 | loss: 0.0311563 | val_loss: 0.0311779 | Time: 1683.35 ms
[2021-09-30 18:51:12 main:581] : INFO : Epoch 1623 | loss: 0.0311584 | val_loss: 0.0311659 | Time: 1659.01 ms
[2021-09-30 18:51:13 main:581] : INFO : Epoch 1624 | loss: 0.031154 | val_loss: 0.0311706 | Time: 1674.49 ms
[2021-09-30 18:51:15 main:581] : INFO : Epoch 1625 | loss: 0.0311536 | val_loss: 0.0311693 | Time: 1654.34 ms
[2021-09-30 18:51:17 main:581] : INFO : Epoch 1626 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 1654.51 ms
[2021-09-30 18:51:18 main:581] : INFO : Epoch 1627 | loss: 0.0311487 | val_loss: 0.0311664 | Time: 1648.99 ms
[2021-09-30 18:51:20 main:581] : INFO : Epoch 1628 | loss: 0.0311533 | val_loss: 0.0311688 | Time: 1670.72 ms
[2021-09-30 18:51:22 main:581] : INFO : Epoch 1629 | loss: 0.0311528 | val_loss: 0.0311751 | Time: 1659.53 ms
[2021-09-30 18:51:23 main:581] : INFO : Epoch 1630 | loss: 0.0311554 | val_loss: 0.0311663 | Time: 1668.07 ms
[2021-09-30 18:51:25 main:581] : INFO : Epoch 1631 | loss: 0.0311471 | val_loss: 0.0311679 | Time: 1667.71 ms
[2021-09-30 18:51:27 main:581] : INFO : Epoch 1632 | loss: 0.0311488 | val_loss: 0.0311694 | Time: 1685.43 ms
[2021-09-30 18:51:28 main:581] : INFO : Epoch 1633 | loss: 0.0311541 | val_loss: 0.0311726 | Time: 1657.85 ms
[2021-09-30 18:51:30 main:581] : INFO : Epoch 1634 | loss: 0.0311659 | val_loss: 0.0311687 | Time: 1641.43 ms
[2021-09-30 18:51:32 main:581] : INFO : Epoch 1635 | loss: 0.0311643 | val_loss: 0.031171 | Time: 1660.14 ms
[2021-09-30 18:51:33 main:581] : INFO : Epoch 1636 | loss: 0.0311611 | val_loss: 0.0311667 | Time: 1670.76 ms
[2021-09-30 18:51:35 main:581] : INFO : Epoch 1637 | loss: 0.0311587 | val_loss: 0.0311678 | Time: 1667.86 ms
[2021-09-30 18:51:37 main:581] : INFO : Epoch 1638 | loss: 0.0311564 | val_loss: 0.0311681 | Time: 1673.26 ms
[2021-09-30 18:51:38 main:581] : INFO : Epoch 1639 | loss: 0.0311561 | val_loss: 0.0311669 | Time: 1666.28 ms
[2021-09-30 18:51:40 main:581] : INFO : Epoch 1640 | loss: 0.0311548 | val_loss: 0.0311685 | Time: 1678.65 ms
[2021-09-30 18:51:42 main:581] : INFO : Epoch 1641 | loss: 0.0311557 | val_loss: 0.0311688 | Time: 1698.33 ms
[2021-09-30 18:51:43 main:581] : INFO : Epoch 1642 | loss: 0.031155 | val_loss: 0.0311692 | Time: 1673.38 ms
[2021-09-30 18:51:45 main:581] : INFO : Epoch 1643 | loss: 0.0311573 | val_loss: 0.0311661 | Time: 1662.82 ms
[2021-09-30 18:51:47 main:581] : INFO : Epoch 1644 | loss: 0.0311569 | val_loss: 0.0311761 | Time: 1648.53 ms
[2021-09-30 18:51:48 main:581] : INFO : Epoch 1645 | loss: 0.0311564 | val_loss: 0.031168 | Time: 1677.16 ms
[2021-09-30 18:51:50 main:581] : INFO : Epoch 1646 | loss: 0.031152 | val_loss: 0.0311677 | Time: 1653.24 ms
[2021-09-30 18:51:52 main:581] : INFO : Epoch 1647 | loss: 0.0311535 | val_loss: 0.0311686 | Time: 1666.39 ms
[2021-09-30 18:51:53 main:581] : INFO : Epoch 1648 | loss: 0.0311538 | val_loss: 0.0311661 | Time: 1653.22 ms
[2021-09-30 18:51:55 main:581] : INFO : Epoch 1649 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 1664.23 ms
[2021-09-30 18:51:57 main:581] : INFO : Epoch 1650 | loss: 0.0311498 | val_loss: 0.0311695 | Time: 1664.28 ms
[2021-09-30 18:51:58 main:581] : INFO : Epoch 1651 | loss: 0.0311514 | val_loss: 0.0311686 | Time: 1638.91 ms
[2021-09-30 18:52:00 main:581] : INFO : Epoch 1652 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 1643.92 ms
[2021-09-30 18:52:02 main:581] : INFO : Epoch 1653 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 1667.51 ms
[2021-09-30 18:52:03 main:581] : INFO : Epoch 1654 | loss: 0.0311457 | val_loss: 0.0311668 | Time: 1682.19 ms
[2021-09-30 18:52:05 main:581] : INFO : Epoch 1655 | loss: 0.031145 | val_loss: 0.031168 | Time: 1675.04 ms
[2021-09-30 18:52:07 main:581] : INFO : Epoch 1656 | loss: 0.0311484 | val_loss: 0.0311703 | Time: 1685.14 ms
[2021-09-30 18:52:08 main:581] : INFO : Epoch 1657 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 1658.01 ms
[2021-09-30 18:52:10 main:581] : INFO : Epoch 1658 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 1629.57 ms
[2021-09-30 18:52:12 main:581] : INFO : Epoch 1659 | loss: 0.0311451 | val_loss: 0.0311663 | Time: 1649 ms
[2021-09-30 18:52:13 main:581] : INFO : Epoch 1660 | loss: 0.0311458 | val_loss: 0.0311642 | Time: 1666.07 ms
[2021-09-30 18:52:15 main:581] : INFO : Epoch 1661 | loss: 0.0311454 | val_loss: 0.031166 | Time: 1653.73 ms
[2021-09-30 18:52:17 main:581] : INFO : Epoch 1662 | loss: 0.0311423 | val_loss: 0.0311662 | Time: 1651.94 ms
[2021-09-30 18:52:18 main:581] : INFO : Epoch 1663 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1658.88 ms
[2021-09-30 18:52:20 main:581] : INFO : Epoch 1664 | loss: 0.0311454 | val_loss: 0.0311706 | Time: 1649.03 ms
[2021-09-30 18:52:21 main:581] : INFO : Epoch 1665 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 1643.41 ms
[2021-09-30 18:52:23 main:581] : INFO : Epoch 1666 | loss: 0.0311453 | val_loss: 0.031164 | Time: 1650.63 ms
[2021-09-30 18:52:25 main:581] : INFO : Epoch 1667 | loss: 0.0311422 | val_loss: 0.0311688 | Time: 1656.91 ms
[2021-09-30 18:52:26 main:581] : INFO : Epoch 1668 | loss: 0.0311461 | val_loss: 0.0311672 | Time: 1640.99 ms
[2021-09-30 18:52:28 main:581] : INFO : Epoch 1669 | loss: 0.0311444 | val_loss: 0.0311676 | Time: 1665.76 ms
[2021-09-30 18:52:30 main:581] : INFO : Epoch 1670 | loss: 0.0311428 | val_loss: 0.0311642 | Time: 1678.5 ms
[2021-09-30 18:52:31 main:581] : INFO : Epoch 1671 | loss: 0.0311417 | val_loss: 0.0311637 | Time: 1667.68 ms
[2021-09-30 18:52:33 main:581] : INFO : Epoch 1672 | loss: 0.0311413 | val_loss: 0.0311634 | Time: 1686.22 ms
[2021-09-30 18:52:35 main:581] : INFO : Epoch 1673 | loss: 0.0311409 | val_loss: 0.0311767 | Time: 1675.86 ms
[2021-09-30 18:52:36 main:581] : INFO : Epoch 1674 | loss: 0.0311418 | val_loss: 0.0311619 | Time: 1675.58 ms
[2021-09-30 18:52:38 main:581] : INFO : Epoch 1675 | loss: 0.0311391 | val_loss: 0.0311664 | Time: 1674.09 ms
[2021-09-30 18:52:40 main:581] : INFO : Epoch 1676 | loss: 0.0311495 | val_loss: 0.0311658 | Time: 1662.94 ms
[2021-09-30 18:52:41 main:581] : INFO : Epoch 1677 | loss: 0.0311488 | val_loss: 0.0311638 | Time: 1677.56 ms
[2021-09-30 18:52:43 main:581] : INFO : Epoch 1678 | loss: 0.0311433 | val_loss: 0.0311609 | Time: 1698.07 ms
[2021-09-30 18:52:45 main:581] : INFO : Epoch 1679 | loss: 0.0311414 | val_loss: 0.0311625 | Time: 1686.02 ms
[2021-09-30 18:52:47 main:581] : INFO : Epoch 1680 | loss: 0.0311416 | val_loss: 0.0311654 | Time: 1683.09 ms
[2021-09-30 18:52:48 main:581] : INFO : Epoch 1681 | loss: 0.0311424 | val_loss: 0.031164 | Time: 1670.31 ms
[2021-09-30 18:52:50 main:581] : INFO : Epoch 1682 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 1674.93 ms
[2021-09-30 18:52:52 main:581] : INFO : Epoch 1683 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 1701.72 ms
[2021-09-30 18:52:53 main:581] : INFO : Epoch 1684 | loss: 0.0311555 | val_loss: 0.0311587 | Time: 1687.23 ms
[2021-09-30 18:52:55 main:581] : INFO : Epoch 1685 | loss: 0.0311525 | val_loss: 0.0311602 | Time: 1660.63 ms
[2021-09-30 18:52:57 main:581] : INFO : Epoch 1686 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1653.62 ms
[2021-09-30 18:52:58 main:581] : INFO : Epoch 1687 | loss: 0.0311652 | val_loss: 0.0311657 | Time: 1644.88 ms
[2021-09-30 18:53:00 main:581] : INFO : Epoch 1688 | loss: 0.031155 | val_loss: 0.0311606 | Time: 1652.78 ms
[2021-09-30 18:53:02 main:581] : INFO : Epoch 1689 | loss: 0.0311539 | val_loss: 0.0311598 | Time: 1648.98 ms
[2021-09-30 18:53:03 main:581] : INFO : Epoch 1690 | loss: 0.031151 | val_loss: 0.0311648 | Time: 1656.64 ms
[2021-09-30 18:53:05 main:581] : INFO : Epoch 1691 | loss: 0.031152 | val_loss: 0.0311701 | Time: 1647.34 ms
[2021-09-30 18:53:07 main:581] : INFO : Epoch 1692 | loss: 0.031151 | val_loss: 0.0311616 | Time: 1654.72 ms
[2021-09-30 18:53:08 main:581] : INFO : Epoch 1693 | loss: 0.0311472 | val_loss: 0.0311616 | Time: 1630.41 ms
[2021-09-30 18:53:10 main:581] : INFO : Epoch 1694 | loss: 0.0311474 | val_loss: 0.0311722 | Time: 1636.37 ms
[2021-09-30 18:53:11 main:581] : INFO : Epoch 1695 | loss: 0.0311482 | val_loss: 0.0311596 | Time: 1631.12 ms
[2021-09-30 18:53:13 main:581] : INFO : Epoch 1696 | loss: 0.031145 | val_loss: 0.0311596 | Time: 1618.31 ms
[2021-09-30 18:53:15 main:581] : INFO : Epoch 1697 | loss: 0.0311447 | val_loss: 0.0311622 | Time: 1642.76 ms
[2021-09-30 18:53:16 main:581] : INFO : Epoch 1698 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 1638.43 ms
[2021-09-30 18:53:18 main:581] : INFO : Epoch 1699 | loss: 0.031156 | val_loss: 0.0311642 | Time: 1654.29 ms
[2021-09-30 18:53:20 main:581] : INFO : Epoch 1700 | loss: 0.0311562 | val_loss: 0.0311614 | Time: 1641.92 ms
[2021-09-30 18:53:21 main:581] : INFO : Epoch 1701 | loss: 0.0311523 | val_loss: 0.0311648 | Time: 1654.63 ms
[2021-09-30 18:53:23 main:581] : INFO : Epoch 1702 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 1659.45 ms
[2021-09-30 18:53:25 main:581] : INFO : Epoch 1703 | loss: 0.0311469 | val_loss: 0.0311599 | Time: 1665.89 ms
[2021-09-30 18:53:26 main:581] : INFO : Epoch 1704 | loss: 0.0311461 | val_loss: 0.0311587 | Time: 1650.6 ms
[2021-09-30 18:53:28 main:581] : INFO : Epoch 1705 | loss: 0.0311441 | val_loss: 0.031162 | Time: 1667.64 ms
[2021-09-30 18:53:30 main:581] : INFO : Epoch 1706 | loss: 0.0311468 | val_loss: 0.0311633 | Time: 1659.1 ms
[2021-09-30 18:53:31 main:581] : INFO : Epoch 1707 | loss: 0.0311444 | val_loss: 0.0311715 | Time: 1676.35 ms
[2021-09-30 18:53:33 main:581] : INFO : Epoch 1708 | loss: 0.0311462 | val_loss: 0.0311625 | Time: 1653.81 ms
[2021-09-30 18:53:35 main:581] : INFO : Epoch 1709 | loss: 0.031142 | val_loss: 0.0311613 | Time: 1644.94 ms
[2021-09-30 18:53:36 main:581] : INFO : Epoch 1710 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 1648.58 ms
[2021-09-30 18:53:38 main:581] : INFO : Epoch 1711 | loss: 0.0311392 | val_loss: 0.0311651 | Time: 1664.8 ms
[2021-09-30 18:53:40 main:581] : INFO : Epoch 1712 | loss: 0.0311418 | val_loss: 0.0311686 | Time: 1655.17 ms
[2021-09-30 18:53:41 main:581] : INFO : Epoch 1713 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 1673.34 ms
[2021-09-30 18:53:43 main:581] : INFO : Epoch 1714 | loss: 0.0311377 | val_loss: 0.0311652 | Time: 1645.91 ms
[2021-09-30 18:53:44 main:581] : INFO : Epoch 1715 | loss: 0.031139 | val_loss: 0.0311605 | Time: 1623.21 ms
[2021-09-30 18:53:46 main:581] : INFO : Epoch 1716 | loss: 0.031142 | val_loss: 0.0311728 | Time: 1633.66 ms
[2021-09-30 18:53:48 main:581] : INFO : Epoch 1717 | loss: 0.0311384 | val_loss: 0.0311618 | Time: 1661.41 ms
[2021-09-30 18:53:49 main:581] : INFO : Epoch 1718 | loss: 0.0311377 | val_loss: 0.0311653 | Time: 1656.73 ms
[2021-09-30 18:53:51 main:581] : INFO : Epoch 1719 | loss: 0.031137 | val_loss: 0.0311624 | Time: 1670.3 ms
[2021-09-30 18:53:53 main:581] : INFO : Epoch 1720 | loss: 0.0311355 | val_loss: 0.0311634 | Time: 1664.41 ms
[2021-09-30 18:53:54 main:581] : INFO : Epoch 1721 | loss: 0.0311335 | val_loss: 0.0311643 | Time: 1662.28 ms
[2021-09-30 18:53:56 main:581] : INFO : Epoch 1722 | loss: 0.0311325 | val_loss: 0.0311688 | Time: 1674 ms
[2021-09-30 18:53:58 main:581] : INFO : Epoch 1723 | loss: 0.0311318 | val_loss: 0.0311675 | Time: 1663.95 ms
[2021-09-30 18:53:59 main:581] : INFO : Epoch 1724 | loss: 0.0311321 | val_loss: 0.0311692 | Time: 1650.62 ms
[2021-09-30 18:54:01 main:581] : INFO : Epoch 1725 | loss: 0.031131 | val_loss: 0.0311719 | Time: 1666.73 ms
[2021-09-30 18:54:03 main:581] : INFO : Epoch 1726 | loss: 0.0311325 | val_loss: 0.031165 | Time: 1678.84 ms
[2021-09-30 18:54:04 main:581] : INFO : Epoch 1727 | loss: 0.0311305 | val_loss: 0.0311669 | Time: 1652.95 ms
[2021-09-30 18:54:06 main:581] : INFO : Epoch 1728 | loss: 0.0311305 | val_loss: 0.0311659 | Time: 1674.86 ms
[2021-09-30 18:54:08 main:581] : INFO : Epoch 1729 | loss: 0.0311299 | val_loss: 0.0311671 | Time: 1669.84 ms
[2021-09-30 18:54:09 main:581] : INFO : Epoch 1730 | loss: 0.0311314 | val_loss: 0.0311716 | Time: 1646.71 ms
[2021-09-30 18:54:11 main:581] : INFO : Epoch 1731 | loss: 0.0311304 | val_loss: 0.0311665 | Time: 1669.14 ms
[2021-09-30 18:54:13 main:581] : INFO : Epoch 1732 | loss: 0.0311335 | val_loss: 0.0311628 | Time: 1663.86 ms
[2021-09-30 18:54:14 main:581] : INFO : Epoch 1733 | loss: 0.0311342 | val_loss: 0.0311678 | Time: 1666.13 ms
[2021-09-30 18:54:16 main:581] : INFO : Epoch 1734 | loss: 0.0311322 | val_loss: 0.0311625 | Time: 1673.85 ms
[2021-09-30 18:54:18 main:581] : INFO : Epoch 1735 | loss: 0.0311294 | val_loss: 0.0311708 | Time: 1657.15 ms
[2021-09-30 18:54:19 main:581] : INFO : Epoch 1736 | loss: 0.0311315 | val_loss: 0.031164 | Time: 1645.49 ms
[2021-09-30 18:54:21 main:581] : INFO : Epoch 1737 | loss: 0.0311306 | val_loss: 0.0311624 | Time: 1649.1 ms
[2021-09-30 18:54:23 main:581] : INFO : Epoch 1738 | loss: 0.0311315 | val_loss: 0.0311655 | Time: 1658.5 ms
[2021-09-30 18:54:24 main:581] : INFO : Epoch 1739 | loss: 0.0311302 | val_loss: 0.0311599 | Time: 1636.47 ms
[2021-09-30 18:54:26 main:581] : INFO : Epoch 1740 | loss: 0.0311355 | val_loss: 0.0311639 | Time: 1631.83 ms
[2021-09-30 18:54:28 main:581] : INFO : Epoch 1741 | loss: 0.0311339 | val_loss: 0.0311616 | Time: 1670.55 ms
[2021-09-30 18:54:29 main:581] : INFO : Epoch 1742 | loss: 0.0311316 | val_loss: 0.0311631 | Time: 1645.82 ms
[2021-09-30 18:54:31 main:581] : INFO : Epoch 1743 | loss: 0.0311274 | val_loss: 0.0311635 | Time: 1653.68 ms
[2021-09-30 18:54:33 main:581] : INFO : Epoch 1744 | loss: 0.0311266 | val_loss: 0.031167 | Time: 1668.63 ms
[2021-09-30 18:54:34 main:581] : INFO : Epoch 1745 | loss: 0.0311249 | val_loss: 0.0311694 | Time: 1674.06 ms
[2021-09-30 18:54:36 main:581] : INFO : Epoch 1746 | loss: 0.0311276 | val_loss: 0.0311636 | Time: 1671.95 ms
[2021-09-30 18:54:38 main:581] : INFO : Epoch 1747 | loss: 0.0311281 | val_loss: 0.031175 | Time: 1660.69 ms
[2021-09-30 18:54:39 main:581] : INFO : Epoch 1748 | loss: 0.0311287 | val_loss: 0.0311705 | Time: 1686.03 ms
[2021-09-30 18:54:41 main:581] : INFO : Epoch 1749 | loss: 0.0311275 | val_loss: 0.0311645 | Time: 1664.63 ms
[2021-09-30 18:54:43 main:581] : INFO : Epoch 1750 | loss: 0.0311271 | val_loss: 0.0311627 | Time: 1715.96 ms
[2021-09-30 18:54:44 main:581] : INFO : Epoch 1751 | loss: 0.0311319 | val_loss: 0.0311666 | Time: 1667.98 ms
[2021-09-30 18:54:46 main:581] : INFO : Epoch 1752 | loss: 0.0311416 | val_loss: 0.0311726 | Time: 1637.85 ms
[2021-09-30 18:54:48 main:581] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.031161 | Time: 1648.27 ms
[2021-09-30 18:54:49 main:581] : INFO : Epoch 1754 | loss: 0.0311379 | val_loss: 0.031159 | Time: 1670.2 ms
[2021-09-30 18:54:51 main:581] : INFO : Epoch 1755 | loss: 0.031132 | val_loss: 0.0311636 | Time: 1662.85 ms
[2021-09-30 18:54:53 main:581] : INFO : Epoch 1756 | loss: 0.0311301 | val_loss: 0.0311656 | Time: 1669.55 ms
[2021-09-30 18:54:54 main:581] : INFO : Epoch 1757 | loss: 0.0311309 | val_loss: 0.0311718 | Time: 1659.76 ms
[2021-09-30 18:54:56 main:581] : INFO : Epoch 1758 | loss: 0.0311293 | val_loss: 0.0311704 | Time: 1663.26 ms
[2021-09-30 18:54:58 main:581] : INFO : Epoch 1759 | loss: 0.0311292 | val_loss: 0.0311692 | Time: 1659.1 ms
[2021-09-30 18:54:59 main:581] : INFO : Epoch 1760 | loss: 0.0311281 | val_loss: 0.0311645 | Time: 1649.47 ms
[2021-09-30 18:55:01 main:581] : INFO : Epoch 1761 | loss: 0.031128 | val_loss: 0.0311673 | Time: 1663.71 ms
[2021-09-30 18:55:03 main:581] : INFO : Epoch 1762 | loss: 0.0311261 | val_loss: 0.0311668 | Time: 1650.94 ms
[2021-09-30 18:55:04 main:581] : INFO : Epoch 1763 | loss: 0.0311238 | val_loss: 0.0311668 | Time: 1634.88 ms
[2021-09-30 18:55:06 main:581] : INFO : Epoch 1764 | loss: 0.0311233 | val_loss: 0.0311699 | Time: 1672.85 ms
[2021-09-30 18:55:08 main:581] : INFO : Epoch 1765 | loss: 0.0311217 | val_loss: 0.0311679 | Time: 1673.08 ms
[2021-09-30 18:55:09 main:581] : INFO : Epoch 1766 | loss: 0.0311239 | val_loss: 0.0311684 | Time: 1664.79 ms
[2021-09-30 18:55:11 main:581] : INFO : Epoch 1767 | loss: 0.0311267 | val_loss: 0.0311707 | Time: 1682.76 ms
[2021-09-30 18:55:13 main:581] : INFO : Epoch 1768 | loss: 0.0311229 | val_loss: 0.0311701 | Time: 1648.04 ms
[2021-09-30 18:55:14 main:581] : INFO : Epoch 1769 | loss: 0.0311257 | val_loss: 0.0311718 | Time: 1626.9 ms
[2021-09-30 18:55:16 main:581] : INFO : Epoch 1770 | loss: 0.0311207 | val_loss: 0.0311677 | Time: 1650.11 ms
[2021-09-30 18:55:17 main:581] : INFO : Epoch 1771 | loss: 0.0311201 | val_loss: 0.0311702 | Time: 1673.05 ms
[2021-09-30 18:55:19 main:581] : INFO : Epoch 1772 | loss: 0.0311217 | val_loss: 0.0311681 | Time: 1652.65 ms
[2021-09-30 18:55:21 main:581] : INFO : Epoch 1773 | loss: 0.0311272 | val_loss: 0.0311683 | Time: 1685.54 ms
[2021-09-30 18:55:22 main:581] : INFO : Epoch 1774 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 1667.03 ms
[2021-09-30 18:55:24 main:581] : INFO : Epoch 1775 | loss: 0.0311488 | val_loss: 0.0311671 | Time: 1662.59 ms
[2021-09-30 18:55:26 main:581] : INFO : Epoch 1776 | loss: 0.0311497 | val_loss: 0.0311647 | Time: 1638.95 ms
[2021-09-30 18:55:27 main:581] : INFO : Epoch 1777 | loss: 0.0311428 | val_loss: 0.0311586 | Time: 1640.28 ms
[2021-09-30 18:55:29 main:581] : INFO : Epoch 1778 | loss: 0.0311383 | val_loss: 0.0311609 | Time: 1648.91 ms
[2021-09-30 18:55:31 main:581] : INFO : Epoch 1779 | loss: 0.0311371 | val_loss: 0.031164 | Time: 1642.49 ms
[2021-09-30 18:55:32 main:581] : INFO : Epoch 1780 | loss: 0.0311352 | val_loss: 0.0311636 | Time: 1662.47 ms
[2021-09-30 18:55:34 main:581] : INFO : Epoch 1781 | loss: 0.0311323 | val_loss: 0.0311635 | Time: 1657.04 ms
[2021-09-30 18:55:36 main:581] : INFO : Epoch 1782 | loss: 0.0311349 | val_loss: 0.031164 | Time: 1664.35 ms
[2021-09-30 18:55:37 main:581] : INFO : Epoch 1783 | loss: 0.0311294 | val_loss: 0.0311652 | Time: 1668.42 ms
[2021-09-30 18:55:39 main:581] : INFO : Epoch 1784 | loss: 0.0311259 | val_loss: 0.0311642 | Time: 1643.38 ms
[2021-09-30 18:55:41 main:581] : INFO : Epoch 1785 | loss: 0.0311261 | val_loss: 0.0311645 | Time: 1656.25 ms
[2021-09-30 18:55:42 main:581] : INFO : Epoch 1786 | loss: 0.0311288 | val_loss: 0.0311689 | Time: 1674.52 ms
[2021-09-30 18:55:44 main:581] : INFO : Epoch 1787 | loss: 0.031126 | val_loss: 0.0311669 | Time: 1652.79 ms
[2021-09-30 18:55:46 main:581] : INFO : Epoch 1788 | loss: 0.0311221 | val_loss: 0.0311685 | Time: 1678.57 ms
[2021-09-30 18:55:47 main:581] : INFO : Epoch 1789 | loss: 0.0311237 | val_loss: 0.0311682 | Time: 1655.9 ms
[2021-09-30 18:55:49 main:581] : INFO : Epoch 1790 | loss: 0.0311243 | val_loss: 0.0311801 | Time: 1654.58 ms
[2021-09-30 18:55:51 main:581] : INFO : Epoch 1791 | loss: 0.0311232 | val_loss: 0.0311656 | Time: 1688.14 ms
[2021-09-30 18:55:52 main:581] : INFO : Epoch 1792 | loss: 0.0311205 | val_loss: 0.0311806 | Time: 1667.26 ms
[2021-09-30 18:55:54 main:581] : INFO : Epoch 1793 | loss: 0.0311225 | val_loss: 0.031172 | Time: 1673.1 ms
[2021-09-30 18:55:56 main:581] : INFO : Epoch 1794 | loss: 0.0311296 | val_loss: 0.0311654 | Time: 1672.09 ms
[2021-09-30 18:55:57 main:581] : INFO : Epoch 1795 | loss: 0.0311253 | val_loss: 0.0311725 | Time: 1680.74 ms
[2021-09-30 18:55:59 main:581] : INFO : Epoch 1796 | loss: 0.0311208 | val_loss: 0.0311728 | Time: 1637.11 ms
[2021-09-30 18:56:01 main:581] : INFO : Epoch 1797 | loss: 0.0311196 | val_loss: 0.0311791 | Time: 1642.75 ms
[2021-09-30 18:56:02 main:581] : INFO : Epoch 1798 | loss: 0.0311226 | val_loss: 0.0311818 | Time: 1673.04 ms
[2021-09-30 18:56:04 main:581] : INFO : Epoch 1799 | loss: 0.0311233 | val_loss: 0.0311797 | Time: 1655.97 ms
[2021-09-30 18:56:06 main:581] : INFO : Epoch 1800 | loss: 0.0311275 | val_loss: 0.0311732 | Time: 1623.07 ms
[2021-09-30 18:56:07 main:581] : INFO : Epoch 1801 | loss: 0.0311207 | val_loss: 0.0311727 | Time: 1611.32 ms
[2021-09-30 18:56:09 main:581] : INFO : Epoch 1802 | loss: 0.031122 | val_loss: 0.0311714 | Time: 1643.17 ms
[2021-09-30 18:56:10 main:581] : INFO : Epoch 1803 | loss: 0.0311248 | val_loss: 0.0311647 | Time: 1624.3 ms
[2021-09-30 18:56:12 main:581] : INFO : Epoch 1804 | loss: 0.0311225 | val_loss: 0.0311768 | Time: 1649.9 ms
[2021-09-30 18:56:14 main:581] : INFO : Epoch 1805 | loss: 0.0311221 | val_loss: 0.03117 | Time: 1643.79 ms
[2021-09-30 18:56:15 main:581] : INFO : Epoch 1806 | loss: 0.0311193 | val_loss: 0.0311694 | Time: 1706.57 ms
[2021-09-30 18:56:17 main:581] : INFO : Epoch 1807 | loss: 0.0311167 | val_loss: 0.0311713 | Time: 1653.43 ms
[2021-09-30 18:56:19 main:581] : INFO : Epoch 1808 | loss: 0.0311217 | val_loss: 0.0311692 | Time: 1664.46 ms
[2021-09-30 18:56:20 main:581] : INFO : Epoch 1809 | loss: 0.0311196 | val_loss: 0.0311703 | Time: 1644.5 ms
[2021-09-30 18:56:22 main:581] : INFO : Epoch 1810 | loss: 0.0311209 | val_loss: 0.0311697 | Time: 1670.29 ms
[2021-09-30 18:56:24 main:581] : INFO : Epoch 1811 | loss: 0.0311204 | val_loss: 0.031165 | Time: 1659.9 ms
[2021-09-30 18:56:25 main:581] : INFO : Epoch 1812 | loss: 0.0311201 | val_loss: 0.0311631 | Time: 1645.3 ms
[2021-09-30 18:56:27 main:581] : INFO : Epoch 1813 | loss: 0.0311186 | val_loss: 0.0311735 | Time: 1685.4 ms
[2021-09-30 18:56:29 main:581] : INFO : Epoch 1814 | loss: 0.0311195 | val_loss: 0.0311681 | Time: 1654.66 ms
[2021-09-30 18:56:30 main:581] : INFO : Epoch 1815 | loss: 0.0311208 | val_loss: 0.0311715 | Time: 1671.48 ms
[2021-09-30 18:56:32 main:581] : INFO : Epoch 1816 | loss: 0.0311216 | val_loss: 0.0311708 | Time: 1675.13 ms
[2021-09-30 18:56:34 main:581] : INFO : Epoch 1817 | loss: 0.0311152 | val_loss: 0.0311713 | Time: 1656.36 ms
[2021-09-30 18:56:35 main:581] : INFO : Epoch 1818 | loss: 0.0311132 | val_loss: 0.0311837 | Time: 1631.62 ms
[2021-09-30 18:56:37 main:581] : INFO : Epoch 1819 | loss: 0.0311158 | val_loss: 0.0311754 | Time: 1650.71 ms
[2021-09-30 18:56:39 main:581] : INFO : Epoch 1820 | loss: 0.0311134 | val_loss: 0.0311729 | Time: 1640.12 ms
[2021-09-30 18:56:40 main:581] : INFO : Epoch 1821 | loss: 0.031117 | val_loss: 0.0311635 | Time: 1657.69 ms
[2021-09-30 18:56:42 main:581] : INFO : Epoch 1822 | loss: 0.0311182 | val_loss: 0.031177 | Time: 1659.26 ms
[2021-09-30 18:56:44 main:581] : INFO : Epoch 1823 | loss: 0.0311144 | val_loss: 0.031165 | Time: 1630.54 ms
[2021-09-30 18:56:45 main:581] : INFO : Epoch 1824 | loss: 0.0311122 | val_loss: 0.0311771 | Time: 1662.47 ms
[2021-09-30 18:56:47 main:581] : INFO : Epoch 1825 | loss: 0.031113 | val_loss: 0.031172 | Time: 1646.26 ms
[2021-09-30 18:56:49 main:581] : INFO : Epoch 1826 | loss: 0.0311108 | val_loss: 0.0311756 | Time: 1658.58 ms
[2021-09-30 18:56:50 main:581] : INFO : Epoch 1827 | loss: 0.0311141 | val_loss: 0.0311823 | Time: 1655.75 ms
[2021-09-30 18:56:52 main:581] : INFO : Epoch 1828 | loss: 0.0311144 | val_loss: 0.0311684 | Time: 1652.51 ms
[2021-09-30 18:56:54 main:581] : INFO : Epoch 1829 | loss: 0.0311133 | val_loss: 0.0311701 | Time: 1667.14 ms
[2021-09-30 18:56:55 main:581] : INFO : Epoch 1830 | loss: 0.0311126 | val_loss: 0.0311827 | Time: 1679.78 ms
[2021-09-30 18:56:57 main:581] : INFO : Epoch 1831 | loss: 0.0311151 | val_loss: 0.0311763 | Time: 1663.56 ms
[2021-09-30 18:56:59 main:581] : INFO : Epoch 1832 | loss: 0.0311135 | val_loss: 0.031172 | Time: 1653.8 ms
[2021-09-30 18:57:00 main:581] : INFO : Epoch 1833 | loss: 0.0311125 | val_loss: 0.0311807 | Time: 1640.51 ms
[2021-09-30 18:57:02 main:581] : INFO : Epoch 1834 | loss: 0.0311096 | val_loss: 0.0311704 | Time: 1647.27 ms
[2021-09-30 18:57:04 main:581] : INFO : Epoch 1835 | loss: 0.0311093 | val_loss: 0.0311794 | Time: 1659.13 ms
[2021-09-30 18:57:05 main:581] : INFO : Epoch 1836 | loss: 0.0311088 | val_loss: 0.0311746 | Time: 1650.07 ms
[2021-09-30 18:57:07 main:581] : INFO : Epoch 1837 | loss: 0.0311137 | val_loss: 0.0311711 | Time: 1636.36 ms
[2021-09-30 18:57:08 main:581] : INFO : Epoch 1838 | loss: 0.0311099 | val_loss: 0.0311775 | Time: 1663.23 ms
[2021-09-30 18:57:10 main:581] : INFO : Epoch 1839 | loss: 0.0311115 | val_loss: 0.031177 | Time: 1667.31 ms
[2021-09-30 18:57:12 main:581] : INFO : Epoch 1840 | loss: 0.0311074 | val_loss: 0.0311736 | Time: 1687.4 ms
[2021-09-30 18:57:14 main:581] : INFO : Epoch 1841 | loss: 0.0311117 | val_loss: 0.0311714 | Time: 1667.6 ms
[2021-09-30 18:57:15 main:581] : INFO : Epoch 1842 | loss: 0.0311131 | val_loss: 0.0311737 | Time: 1657.69 ms
[2021-09-30 18:57:17 main:581] : INFO : Epoch 1843 | loss: 0.0311117 | val_loss: 0.0311731 | Time: 1687.42 ms
[2021-09-30 18:57:19 main:581] : INFO : Epoch 1844 | loss: 0.0311168 | val_loss: 0.0311692 | Time: 1671.47 ms
[2021-09-30 18:57:20 main:581] : INFO : Epoch 1845 | loss: 0.0311256 | val_loss: 0.0311723 | Time: 1677.42 ms
[2021-09-30 18:57:22 main:581] : INFO : Epoch 1846 | loss: 0.0311193 | val_loss: 0.0311687 | Time: 1671.58 ms
[2021-09-30 18:57:24 main:581] : INFO : Epoch 1847 | loss: 0.0311117 | val_loss: 0.031174 | Time: 1657.25 ms
[2021-09-30 18:57:25 main:581] : INFO : Epoch 1848 | loss: 0.0311083 | val_loss: 0.0311821 | Time: 1677.61 ms
[2021-09-30 18:57:27 main:581] : INFO : Epoch 1849 | loss: 0.0311082 | val_loss: 0.0311786 | Time: 1658.61 ms
[2021-09-30 18:57:29 main:581] : INFO : Epoch 1850 | loss: 0.0311074 | val_loss: 0.0311773 | Time: 1660.9 ms
[2021-09-30 18:57:30 main:581] : INFO : Epoch 1851 | loss: 0.0311059 | val_loss: 0.0311772 | Time: 1673.49 ms
[2021-09-30 18:57:32 main:581] : INFO : Epoch 1852 | loss: 0.0311092 | val_loss: 0.0311753 | Time: 1650.66 ms
[2021-09-30 18:57:34 main:581] : INFO : Epoch 1853 | loss: 0.0311061 | val_loss: 0.0311841 | Time: 1641.45 ms
[2021-09-30 18:57:35 main:581] : INFO : Epoch 1854 | loss: 0.0311069 | val_loss: 0.0311711 | Time: 1674.92 ms
[2021-09-30 18:57:37 main:581] : INFO : Epoch 1855 | loss: 0.0311118 | val_loss: 0.0311749 | Time: 1629.36 ms
[2021-09-30 18:57:38 main:581] : INFO : Epoch 1856 | loss: 0.0311126 | val_loss: 0.0311738 | Time: 1642.09 ms
[2021-09-30 18:57:40 main:581] : INFO : Epoch 1857 | loss: 0.0311295 | val_loss: 0.0311704 | Time: 1630.41 ms
[2021-09-30 18:57:42 main:581] : INFO : Epoch 1858 | loss: 0.0311237 | val_loss: 0.0311693 | Time: 1637.07 ms
[2021-09-30 18:57:43 main:581] : INFO : Epoch 1859 | loss: 0.0311185 | val_loss: 0.0311699 | Time: 1646.2 ms
[2021-09-30 18:57:45 main:581] : INFO : Epoch 1860 | loss: 0.031112 | val_loss: 0.0311772 | Time: 1629.2 ms
[2021-09-30 18:57:47 main:581] : INFO : Epoch 1861 | loss: 0.0311108 | val_loss: 0.0311739 | Time: 1655.79 ms
[2021-09-30 18:57:48 main:581] : INFO : Epoch 1862 | loss: 0.0311146 | val_loss: 0.0311823 | Time: 1648.25 ms
[2021-09-30 18:57:50 main:581] : INFO : Epoch 1863 | loss: 0.0311129 | val_loss: 0.0311662 | Time: 1679.4 ms
[2021-09-30 18:57:52 main:581] : INFO : Epoch 1864 | loss: 0.0311101 | val_loss: 0.0311776 | Time: 1624.85 ms
[2021-09-30 18:57:53 main:581] : INFO : Epoch 1865 | loss: 0.0311074 | val_loss: 0.0311744 | Time: 1660.36 ms
[2021-09-30 18:57:55 main:581] : INFO : Epoch 1866 | loss: 0.0311046 | val_loss: 0.0311813 | Time: 1648.49 ms
[2021-09-30 18:57:57 main:581] : INFO : Epoch 1867 | loss: 0.0311102 | val_loss: 0.0311734 | Time: 1702.12 ms
[2021-09-30 18:57:58 main:581] : INFO : Epoch 1868 | loss: 0.031113 | val_loss: 0.0311659 | Time: 1658.21 ms
[2021-09-30 18:58:00 main:581] : INFO : Epoch 1869 | loss: 0.0311083 | val_loss: 0.0311694 | Time: 1670.66 ms
[2021-09-30 18:58:02 main:581] : INFO : Epoch 1870 | loss: 0.0311073 | val_loss: 0.0311766 | Time: 1689.67 ms
[2021-09-30 18:58:03 main:581] : INFO : Epoch 1871 | loss: 0.031109 | val_loss: 0.0311805 | Time: 1676.86 ms
[2021-09-30 18:58:05 main:581] : INFO : Epoch 1872 | loss: 0.0311119 | val_loss: 0.0311677 | Time: 1668.82 ms
[2021-09-30 18:58:07 main:581] : INFO : Epoch 1873 | loss: 0.031111 | val_loss: 0.0311854 | Time: 1684.09 ms
[2021-09-30 18:58:08 main:581] : INFO : Epoch 1874 | loss: 0.0311123 | val_loss: 0.0311792 | Time: 1650.16 ms
[2021-09-30 18:58:10 main:581] : INFO : Epoch 1875 | loss: 0.0311356 | val_loss: 0.0311649 | Time: 1684.79 ms
[2021-09-30 18:58:12 main:581] : INFO : Epoch 1876 | loss: 0.0311283 | val_loss: 0.0311662 | Time: 1676.63 ms
[2021-09-30 18:58:13 main:581] : INFO : Epoch 1877 | loss: 0.0311252 | val_loss: 0.0311624 | Time: 1666.37 ms
[2021-09-30 18:58:15 main:581] : INFO : Epoch 1878 | loss: 0.0311181 | val_loss: 0.0311696 | Time: 1672.77 ms
[2021-09-30 18:58:17 main:581] : INFO : Epoch 1879 | loss: 0.0311151 | val_loss: 0.0311611 | Time: 1665.32 ms
[2021-09-30 18:58:18 main:581] : INFO : Epoch 1880 | loss: 0.0311149 | val_loss: 0.031174 | Time: 1632.41 ms
[2021-09-30 18:58:20 main:581] : INFO : Epoch 1881 | loss: 0.0311122 | val_loss: 0.0311766 | Time: 1642.24 ms
[2021-09-30 18:58:22 main:581] : INFO : Epoch 1882 | loss: 0.0311112 | val_loss: 0.0311764 | Time: 1712.29 ms
[2021-09-30 18:58:23 main:581] : INFO : Epoch 1883 | loss: 0.0311064 | val_loss: 0.0311666 | Time: 1681.04 ms
[2021-09-30 18:58:25 main:581] : INFO : Epoch 1884 | loss: 0.0311115 | val_loss: 0.0311725 | Time: 1683.16 ms
[2021-09-30 18:58:27 main:581] : INFO : Epoch 1885 | loss: 0.0311146 | val_loss: 0.0311786 | Time: 1647.35 ms
[2021-09-30 18:58:28 main:581] : INFO : Epoch 1886 | loss: 0.03111 | val_loss: 0.031177 | Time: 1664.01 ms
[2021-09-30 18:58:30 main:581] : INFO : Epoch 1887 | loss: 0.0311087 | val_loss: 0.0311967 | Time: 1661.28 ms
[2021-09-30 18:58:32 main:581] : INFO : Epoch 1888 | loss: 0.0311202 | val_loss: 0.0311718 | Time: 1661.96 ms
[2021-09-30 18:58:33 main:581] : INFO : Epoch 1889 | loss: 0.0311119 | val_loss: 0.0311787 | Time: 1670.51 ms
[2021-09-30 18:58:35 main:581] : INFO : Epoch 1890 | loss: 0.0311067 | val_loss: 0.0311726 | Time: 1619.38 ms
[2021-09-30 18:58:37 main:581] : INFO : Epoch 1891 | loss: 0.0311041 | val_loss: 0.0311818 | Time: 1642.33 ms
[2021-09-30 18:58:38 main:581] : INFO : Epoch 1892 | loss: 0.0311012 | val_loss: 0.0311886 | Time: 1704.66 ms
[2021-09-30 18:58:40 main:581] : INFO : Epoch 1893 | loss: 0.0311045 | val_loss: 0.031172 | Time: 1671.85 ms
[2021-09-30 18:58:42 main:581] : INFO : Epoch 1894 | loss: 0.0311095 | val_loss: 0.0311822 | Time: 1664.25 ms
[2021-09-30 18:58:43 main:581] : INFO : Epoch 1895 | loss: 0.0311092 | val_loss: 0.0311707 | Time: 1650.17 ms
[2021-09-30 18:58:45 main:581] : INFO : Epoch 1896 | loss: 0.0311092 | val_loss: 0.0311629 | Time: 1668.86 ms
[2021-09-30 18:58:47 main:581] : INFO : Epoch 1897 | loss: 0.031105 | val_loss: 0.0311702 | Time: 1684.54 ms
[2021-09-30 18:58:48 main:581] : INFO : Epoch 1898 | loss: 0.0311036 | val_loss: 0.0311734 | Time: 1732.47 ms
[2021-09-30 18:58:50 main:581] : INFO : Epoch 1899 | loss: 0.031112 | val_loss: 0.0311788 | Time: 1706.85 ms
[2021-09-30 18:58:52 main:581] : INFO : Epoch 1900 | loss: 0.0311136 | val_loss: 0.0311656 | Time: 1700.5 ms
[2021-09-30 18:58:53 main:581] : INFO : Epoch 1901 | loss: 0.0311056 | val_loss: 0.0311689 | Time: 1668.75 ms
[2021-09-30 18:58:55 main:581] : INFO : Epoch 1902 | loss: 0.0311056 | val_loss: 0.0311705 | Time: 1645.5 ms
[2021-09-30 18:58:57 main:581] : INFO : Epoch 1903 | loss: 0.0311045 | val_loss: 0.0311736 | Time: 1670.16 ms
[2021-09-30 18:58:58 main:581] : INFO : Epoch 1904 | loss: 0.0311027 | val_loss: 0.031172 | Time: 1664.64 ms
[2021-09-30 18:59:00 main:581] : INFO : Epoch 1905 | loss: 0.0311014 | val_loss: 0.0311645 | Time: 1671.9 ms
[2021-09-30 18:59:02 main:581] : INFO : Epoch 1906 | loss: 0.0310995 | val_loss: 0.0311717 | Time: 1688.91 ms
[2021-09-30 18:59:03 main:581] : INFO : Epoch 1907 | loss: 0.0310956 | val_loss: 0.0311758 | Time: 1675.55 ms
[2021-09-30 18:59:05 main:581] : INFO : Epoch 1908 | loss: 0.0310969 | val_loss: 0.0311762 | Time: 1682.61 ms
[2021-09-30 18:59:07 main:581] : INFO : Epoch 1909 | loss: 0.0310966 | val_loss: 0.0311721 | Time: 1711.87 ms
[2021-09-30 18:59:09 main:581] : INFO : Epoch 1910 | loss: 0.0310999 | val_loss: 0.0311767 | Time: 1660.72 ms
[2021-09-30 18:59:10 main:581] : INFO : Epoch 1911 | loss: 0.0311126 | val_loss: 0.0311802 | Time: 1662.01 ms
[2021-09-30 18:59:12 main:581] : INFO : Epoch 1912 | loss: 0.0311048 | val_loss: 0.0311689 | Time: 1638.3 ms
[2021-09-30 18:59:13 main:581] : INFO : Epoch 1913 | loss: 0.0311003 | val_loss: 0.031178 | Time: 1646.19 ms
[2021-09-30 18:59:15 main:581] : INFO : Epoch 1914 | loss: 0.0311144 | val_loss: 0.031184 | Time: 1650.74 ms
[2021-09-30 18:59:17 main:581] : INFO : Epoch 1915 | loss: 0.031112 | val_loss: 0.0311684 | Time: 1668.03 ms
[2021-09-30 18:59:18 main:581] : INFO : Epoch 1916 | loss: 0.0311078 | val_loss: 0.0311864 | Time: 1677.87 ms
[2021-09-30 18:59:20 main:581] : INFO : Epoch 1917 | loss: 0.0311063 | val_loss: 0.0311835 | Time: 1673.42 ms
[2021-09-30 18:59:22 main:581] : INFO : Epoch 1918 | loss: 0.0311131 | val_loss: 0.0311807 | Time: 1661.43 ms
[2021-09-30 18:59:23 main:581] : INFO : Epoch 1919 | loss: 0.0311122 | val_loss: 0.0311774 | Time: 1674.47 ms
[2021-09-30 18:59:25 main:581] : INFO : Epoch 1920 | loss: 0.0311025 | val_loss: 0.0311818 | Time: 1642.12 ms
[2021-09-30 18:59:27 main:581] : INFO : Epoch 1921 | loss: 0.0310975 | val_loss: 0.0311872 | Time: 1647.48 ms
[2021-09-30 18:59:28 main:581] : INFO : Epoch 1922 | loss: 0.0310966 | val_loss: 0.0311682 | Time: 1666.08 ms
[2021-09-30 18:59:30 main:581] : INFO : Epoch 1923 | loss: 0.0310981 | val_loss: 0.0311715 | Time: 1662.4 ms
[2021-09-30 18:59:32 main:581] : INFO : Epoch 1924 | loss: 0.0310935 | val_loss: 0.0311853 | Time: 1670.6 ms
[2021-09-30 18:59:33 main:581] : INFO : Epoch 1925 | loss: 0.0310958 | val_loss: 0.0311815 | Time: 1648.9 ms
[2021-09-30 18:59:35 main:581] : INFO : Epoch 1926 | loss: 0.0310953 | val_loss: 0.031171 | Time: 1652.71 ms
[2021-09-30 18:59:37 main:581] : INFO : Epoch 1927 | loss: 0.0311026 | val_loss: 0.0311828 | Time: 1636.55 ms
[2021-09-30 18:59:38 main:581] : INFO : Epoch 1928 | loss: 0.031102 | val_loss: 0.0311717 | Time: 1639.74 ms
[2021-09-30 18:59:40 main:581] : INFO : Epoch 1929 | loss: 0.0310968 | val_loss: 0.0311719 | Time: 1644.9 ms
[2021-09-30 18:59:42 main:581] : INFO : Epoch 1930 | loss: 0.0310936 | val_loss: 0.0311832 | Time: 1669 ms
[2021-09-30 18:59:43 main:581] : INFO : Epoch 1931 | loss: 0.0310944 | val_loss: 0.0311796 | Time: 1663.81 ms
[2021-09-30 18:59:45 main:581] : INFO : Epoch 1932 | loss: 0.0310915 | val_loss: 0.0311787 | Time: 1644.18 ms
[2021-09-30 18:59:47 main:581] : INFO : Epoch 1933 | loss: 0.0311057 | val_loss: 0.0311787 | Time: 1702.06 ms
[2021-09-30 18:59:48 main:581] : INFO : Epoch 1934 | loss: 0.0311023 | val_loss: 0.0311815 | Time: 1673.35 ms
[2021-09-30 18:59:50 main:581] : INFO : Epoch 1935 | loss: 0.0311048 | val_loss: 0.0311713 | Time: 1724.01 ms
[2021-09-30 18:59:52 main:581] : INFO : Epoch 1936 | loss: 0.0311063 | val_loss: 0.0311748 | Time: 1701.07 ms
[2021-09-30 18:59:53 main:581] : INFO : Epoch 1937 | loss: 0.0311054 | val_loss: 0.0311697 | Time: 1663.85 ms
[2021-09-30 18:59:55 main:581] : INFO : Epoch 1938 | loss: 0.0311042 | val_loss: 0.0311737 | Time: 1678.84 ms
[2021-09-30 18:59:57 main:581] : INFO : Epoch 1939 | loss: 0.0311044 | val_loss: 0.0311666 | Time: 1654.82 ms
[2021-09-30 18:59:58 main:581] : INFO : Epoch 1940 | loss: 0.0311021 | val_loss: 0.0311699 | Time: 1653.47 ms
[2021-09-30 19:00:00 main:581] : INFO : Epoch 1941 | loss: 0.0310955 | val_loss: 0.0311789 | Time: 1672.71 ms
[2021-09-30 19:00:02 main:581] : INFO : Epoch 1942 | loss: 0.0310945 | val_loss: 0.0311722 | Time: 1656.08 ms
[2021-09-30 19:00:03 main:581] : INFO : Epoch 1943 | loss: 0.0310977 | val_loss: 0.0311877 | Time: 1656.51 ms
[2021-09-30 19:00:05 main:581] : INFO : Epoch 1944 | loss: 0.0311038 | val_loss: 0.0311681 | Time: 1658.55 ms
[2021-09-30 19:00:07 main:581] : INFO : Epoch 1945 | loss: 0.031103 | val_loss: 0.0311799 | Time: 1670.87 ms
[2021-09-30 19:00:08 main:581] : INFO : Epoch 1946 | loss: 0.0311045 | val_loss: 0.0311864 | Time: 1677.37 ms
[2021-09-30 19:00:10 main:581] : INFO : Epoch 1947 | loss: 0.0311006 | val_loss: 0.0311772 | Time: 1686.98 ms
[2021-09-30 19:00:12 main:581] : INFO : Epoch 1948 | loss: 0.031092 | val_loss: 0.0311807 | Time: 1674.23 ms
[2021-09-30 19:00:13 main:581] : INFO : Epoch 1949 | loss: 0.0310906 | val_loss: 0.0311715 | Time: 1689.09 ms
[2021-09-30 19:00:15 main:581] : INFO : Epoch 1950 | loss: 0.0310909 | val_loss: 0.0311809 | Time: 1660.26 ms
[2021-09-30 19:00:17 main:581] : INFO : Epoch 1951 | loss: 0.0310908 | val_loss: 0.0311911 | Time: 1679.61 ms
[2021-09-30 19:00:18 main:581] : INFO : Epoch 1952 | loss: 0.0310927 | val_loss: 0.0311817 | Time: 1659.44 ms
[2021-09-30 19:00:20 main:581] : INFO : Epoch 1953 | loss: 0.0311014 | val_loss: 0.0311742 | Time: 1688.2 ms
[2021-09-30 19:00:22 main:581] : INFO : Epoch 1954 | loss: 0.0311063 | val_loss: 0.0311793 | Time: 1698.09 ms
[2021-09-30 19:00:24 main:581] : INFO : Epoch 1955 | loss: 0.0311038 | val_loss: 0.0311879 | Time: 1686.29 ms
[2021-09-30 19:00:25 main:581] : INFO : Epoch 1956 | loss: 0.0311076 | val_loss: 0.0311764 | Time: 1661.83 ms
[2021-09-30 19:00:27 main:581] : INFO : Epoch 1957 | loss: 0.0311118 | val_loss: 0.0311716 | Time: 1675.21 ms
[2021-09-30 19:00:29 main:581] : INFO : Epoch 1958 | loss: 0.0311019 | val_loss: 0.0311774 | Time: 1654.46 ms
[2021-09-30 19:00:30 main:581] : INFO : Epoch 1959 | loss: 0.0310957 | val_loss: 0.0311705 | Time: 1653.14 ms
[2021-09-30 19:00:32 main:581] : INFO : Epoch 1960 | loss: 0.0310955 | val_loss: 0.0311798 | Time: 1643.64 ms
[2021-09-30 19:00:34 main:581] : INFO : Epoch 1961 | loss: 0.0310926 | val_loss: 0.0311734 | Time: 1668.54 ms
[2021-09-30 19:00:35 main:581] : INFO : Epoch 1962 | loss: 0.0310943 | val_loss: 0.0311759 | Time: 1636.33 ms
[2021-09-30 19:00:37 main:581] : INFO : Epoch 1963 | loss: 0.031096 | val_loss: 0.0311789 | Time: 1664.7 ms
[2021-09-30 19:00:38 main:581] : INFO : Epoch 1964 | loss: 0.031099 | val_loss: 0.0311804 | Time: 1655.87 ms
[2021-09-30 19:00:40 main:581] : INFO : Epoch 1965 | loss: 0.0311013 | val_loss: 0.0311845 | Time: 1667.19 ms
[2021-09-30 19:00:42 main:581] : INFO : Epoch 1966 | loss: 0.0311003 | val_loss: 0.0311791 | Time: 1690.13 ms
[2021-09-30 19:00:44 main:581] : INFO : Epoch 1967 | loss: 0.031106 | val_loss: 0.031175 | Time: 1696.11 ms
[2021-09-30 19:00:45 main:581] : INFO : Epoch 1968 | loss: 0.0311012 | val_loss: 0.0311739 | Time: 1676.9 ms
[2021-09-30 19:00:47 main:581] : INFO : Epoch 1969 | loss: 0.0310965 | val_loss: 0.0311783 | Time: 1665.19 ms
[2021-09-30 19:00:49 main:581] : INFO : Epoch 1970 | loss: 0.0310954 | val_loss: 0.031167 | Time: 1645.86 ms
[2021-09-30 19:00:50 main:581] : INFO : Epoch 1971 | loss: 0.031094 | val_loss: 0.0311799 | Time: 1706.36 ms
[2021-09-30 19:00:52 main:581] : INFO : Epoch 1972 | loss: 0.0310957 | val_loss: 0.0311765 | Time: 1711.38 ms
[2021-09-30 19:00:54 main:581] : INFO : Epoch 1973 | loss: 0.0310936 | val_loss: 0.0311715 | Time: 1688.96 ms
[2021-09-30 19:00:55 main:581] : INFO : Epoch 1974 | loss: 0.0310978 | val_loss: 0.0311816 | Time: 1677.53 ms
[2021-09-30 19:00:57 main:581] : INFO : Epoch 1975 | loss: 0.031101 | val_loss: 0.03119 | Time: 1695.7 ms
[2021-09-30 19:00:59 main:581] : INFO : Epoch 1976 | loss: 0.0311228 | val_loss: 0.0311666 | Time: 1684.03 ms
[2021-09-30 19:01:00 main:581] : INFO : Epoch 1977 | loss: 0.0311452 | val_loss: 0.0311549 | Time: 1685.22 ms
[2021-09-30 19:01:02 main:581] : INFO : Epoch 1978 | loss: 0.0311384 | val_loss: 0.0311595 | Time: 1683.54 ms
[2021-09-30 19:01:04 main:581] : INFO : Epoch 1979 | loss: 0.0311323 | val_loss: 0.0311602 | Time: 1660.11 ms
[2021-09-30 19:01:05 main:581] : INFO : Epoch 1980 | loss: 0.0311281 | val_loss: 0.0311604 | Time: 1679.1 ms
[2021-09-30 19:01:07 main:581] : INFO : Epoch 1981 | loss: 0.0311239 | val_loss: 0.0311602 | Time: 1644.21 ms
[2021-09-30 19:01:09 main:581] : INFO : Epoch 1982 | loss: 0.0311247 | val_loss: 0.0311679 | Time: 1635.95 ms
[2021-09-30 19:01:10 main:581] : INFO : Epoch 1983 | loss: 0.0311226 | val_loss: 0.0311676 | Time: 1677.32 ms
[2021-09-30 19:01:12 main:581] : INFO : Epoch 1984 | loss: 0.0311188 | val_loss: 0.0311663 | Time: 1669.2 ms
[2021-09-30 19:01:14 main:581] : INFO : Epoch 1985 | loss: 0.0311158 | val_loss: 0.0311584 | Time: 1660.9 ms
[2021-09-30 19:01:15 main:581] : INFO : Epoch 1986 | loss: 0.0311151 | val_loss: 0.0311607 | Time: 1653.06 ms
[2021-09-30 19:01:17 main:581] : INFO : Epoch 1987 | loss: 0.0311132 | val_loss: 0.0311611 | Time: 1633.06 ms
[2021-09-30 19:01:19 main:581] : INFO : Epoch 1988 | loss: 0.031119 | val_loss: 0.0311666 | Time: 1675.4 ms
[2021-09-30 19:01:20 main:581] : INFO : Epoch 1989 | loss: 0.0313155 | val_loss: 0.03341 | Time: 1753.43 ms
[2021-09-30 19:01:22 main:581] : INFO : Epoch 1990 | loss: 0.0426723 | val_loss: 0.0379864 | Time: 1676.41 ms
[2021-09-30 19:01:24 main:581] : INFO : Epoch 1991 | loss: 0.037733 | val_loss: 0.0343035 | Time: 1675.72 ms
[2021-09-30 19:01:25 main:581] : INFO : Epoch 1992 | loss: 0.0327046 | val_loss: 0.0317195 | Time: 1686.9 ms
[2021-09-30 19:01:27 main:581] : INFO : Epoch 1993 | loss: 0.0314703 | val_loss: 0.0313289 | Time: 1656.96 ms
[2021-09-30 19:01:29 main:581] : INFO : Epoch 1994 | loss: 0.031278 | val_loss: 0.0312531 | Time: 1657.19 ms
[2021-09-30 19:01:30 main:581] : INFO : Epoch 1995 | loss: 0.0312483 | val_loss: 0.0312408 | Time: 1646.97 ms
[2021-09-30 19:01:32 main:581] : INFO : Epoch 1996 | loss: 0.0312385 | val_loss: 0.0312376 | Time: 1638.61 ms
[2021-09-30 19:01:34 main:581] : INFO : Epoch 1997 | loss: 0.0312378 | val_loss: 0.0312444 | Time: 1624.33 ms
[2021-09-30 19:01:35 main:581] : INFO : Epoch 1998 | loss: 0.0312304 | val_loss: 0.0312297 | Time: 1686.63 ms
[2021-09-30 19:01:37 main:581] : INFO : Epoch 1999 | loss: 0.0312272 | val_loss: 0.0312279 | Time: 1634.89 ms
[2021-09-30 19:01:39 main:581] : INFO : Epoch 2000 | loss: 0.0312245 | val_loss: 0.031222 | Time: 1652.85 ms
[2021-09-30 19:01:40 main:581] : INFO : Epoch 2001 | loss: 0.0312297 | val_loss: 0.0312222 | Time: 1661.34 ms
[2021-09-30 19:01:42 main:581] : INFO : Epoch 2002 | loss: 0.0312308 | val_loss: 0.0312178 | Time: 1630.44 ms
[2021-09-30 19:01:44 main:581] : INFO : Epoch 2003 | loss: 0.0312244 | val_loss: 0.0312235 | Time: 1647.65 ms
[2021-09-30 19:01:45 main:581] : INFO : Epoch 2004 | loss: 0.0312198 | val_loss: 0.0312159 | Time: 1650.62 ms
[2021-09-30 19:01:47 main:581] : INFO : Epoch 2005 | loss: 0.0312153 | val_loss: 0.0312208 | Time: 1634.47 ms
[2021-09-30 19:01:49 main:581] : INFO : Epoch 2006 | loss: 0.0312187 | val_loss: 0.0312143 | Time: 1664.99 ms
[2021-09-30 19:01:50 main:581] : INFO : Epoch 2007 | loss: 0.0312119 | val_loss: 0.0312094 | Time: 1722.17 ms
[2021-09-30 19:01:52 main:581] : INFO : Epoch 2008 | loss: 0.031213 | val_loss: 0.0312089 | Time: 1670.31 ms
[2021-09-30 19:01:54 main:581] : INFO : Epoch 2009 | loss: 0.0312083 | val_loss: 0.0312253 | Time: 1623.12 ms
[2021-09-30 19:01:55 main:581] : INFO : Epoch 2010 | loss: 0.0312089 | val_loss: 0.0312027 | Time: 1671.51 ms
[2021-09-30 19:01:57 main:581] : INFO : Epoch 2011 | loss: 0.0311988 | val_loss: 0.0312011 | Time: 1657.68 ms
[2021-09-30 19:01:59 main:581] : INFO : Epoch 2012 | loss: 0.0311957 | val_loss: 0.0311896 | Time: 1657.2 ms
[2021-09-30 19:02:00 main:581] : INFO : Epoch 2013 | loss: 0.0311918 | val_loss: 0.0311915 | Time: 1641.83 ms
[2021-09-30 19:02:02 main:581] : INFO : Epoch 2014 | loss: 0.0311869 | val_loss: 0.0311914 | Time: 1673.15 ms
[2021-09-30 19:02:03 main:581] : INFO : Epoch 2015 | loss: 0.031186 | val_loss: 0.0311818 | Time: 1667.33 ms
[2021-09-30 19:02:05 main:581] : INFO : Epoch 2016 | loss: 0.0311843 | val_loss: 0.0311778 | Time: 1698.37 ms
[2021-09-30 19:02:07 main:581] : INFO : Epoch 2017 | loss: 0.0311909 | val_loss: 0.0311891 | Time: 1681.14 ms
[2021-09-30 19:02:09 main:581] : INFO : Epoch 2018 | loss: 0.0311791 | val_loss: 0.0311748 | Time: 1660.49 ms
[2021-09-30 19:02:10 main:581] : INFO : Epoch 2019 | loss: 0.0311761 | val_loss: 0.0311744 | Time: 1636.76 ms
[2021-09-30 19:02:12 main:581] : INFO : Epoch 2020 | loss: 0.031173 | val_loss: 0.0311757 | Time: 1674.67 ms
[2021-09-30 19:02:14 main:581] : INFO : Epoch 2021 | loss: 0.0311737 | val_loss: 0.0311708 | Time: 1671.5 ms
[2021-09-30 19:02:15 main:581] : INFO : Epoch 2022 | loss: 0.0311725 | val_loss: 0.0311698 | Time: 1706.31 ms
[2021-09-30 19:02:17 main:581] : INFO : Epoch 2023 | loss: 0.0311695 | val_loss: 0.0311714 | Time: 1687.62 ms
[2021-09-30 19:02:19 main:581] : INFO : Epoch 2024 | loss: 0.0311737 | val_loss: 0.0311962 | Time: 1679.12 ms
[2021-09-30 19:02:20 main:581] : INFO : Epoch 2025 | loss: 0.031179 | val_loss: 0.0311706 | Time: 1674.6 ms
[2021-09-30 19:02:22 main:581] : INFO : Epoch 2026 | loss: 0.0311683 | val_loss: 0.0311682 | Time: 1631.52 ms
[2021-09-30 19:02:24 main:581] : INFO : Epoch 2027 | loss: 0.031167 | val_loss: 0.0311762 | Time: 1616.84 ms
[2021-09-30 19:02:25 main:581] : INFO : Epoch 2028 | loss: 0.0311662 | val_loss: 0.0311668 | Time: 1592.79 ms
[2021-09-30 19:02:27 main:581] : INFO : Epoch 2029 | loss: 0.0311693 | val_loss: 0.0311775 | Time: 1606.92 ms
[2021-09-30 19:02:28 main:581] : INFO : Epoch 2030 | loss: 0.0311691 | val_loss: 0.0311672 | Time: 1628.55 ms
[2021-09-30 19:02:30 main:581] : INFO : Epoch 2031 | loss: 0.0311618 | val_loss: 0.0311668 | Time: 1672.48 ms
[2021-09-30 19:02:32 main:581] : INFO : Epoch 2032 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 1666.09 ms
[2021-09-30 19:02:33 main:581] : INFO : Epoch 2033 | loss: 0.0311718 | val_loss: 0.0311632 | Time: 1661.26 ms
[2021-09-30 19:02:35 main:581] : INFO : Epoch 2034 | loss: 0.0311658 | val_loss: 0.0311634 | Time: 1643.17 ms
[2021-09-30 19:02:37 main:581] : INFO : Epoch 2035 | loss: 0.0311623 | val_loss: 0.0311712 | Time: 1641.34 ms
[2021-09-30 19:02:38 main:581] : INFO : Epoch 2036 | loss: 0.0311643 | val_loss: 0.0311615 | Time: 1690.92 ms
[2021-09-30 19:02:40 main:581] : INFO : Epoch 2037 | loss: 0.0311589 | val_loss: 0.0311614 | Time: 1639.64 ms
[2021-09-30 19:02:42 main:581] : INFO : Epoch 2038 | loss: 0.0311542 | val_loss: 0.0311617 | Time: 1662.91 ms
[2021-09-30 19:02:43 main:581] : INFO : Epoch 2039 | loss: 0.0311535 | val_loss: 0.0311611 | Time: 1662.19 ms
[2021-09-30 19:02:45 main:581] : INFO : Epoch 2040 | loss: 0.0311534 | val_loss: 0.0311627 | Time: 1631.87 ms
[2021-09-30 19:02:47 main:581] : INFO : Epoch 2041 | loss: 0.0311535 | val_loss: 0.0311612 | Time: 1651.58 ms
[2021-09-30 19:02:48 main:581] : INFO : Epoch 2042 | loss: 0.031154 | val_loss: 0.0311613 | Time: 1644.18 ms
[2021-09-30 19:02:50 main:581] : INFO : Epoch 2043 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 1631.75 ms
[2021-09-30 19:02:52 main:581] : INFO : Epoch 2044 | loss: 0.0311517 | val_loss: 0.0311598 | Time: 1696.66 ms
[2021-09-30 19:02:53 main:581] : INFO : Epoch 2045 | loss: 0.0311503 | val_loss: 0.0311587 | Time: 1668.29 ms
[2021-09-30 19:02:55 main:581] : INFO : Epoch 2046 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 1661.43 ms
[2021-09-30 19:02:57 main:581] : INFO : Epoch 2047 | loss: 0.0311563 | val_loss: 0.0311682 | Time: 1683.15 ms
[2021-09-30 19:02:58 main:581] : INFO : Epoch 2048 | loss: 0.0311547 | val_loss: 0.031159 | Time: 1673.28 ms
[2021-09-30 19:02:58 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031159
[2021-09-30 19:02:58 main:610] : INFO : Saving end state to config to file
[2021-09-30 19:02:58 main:615] : INFO : Success, exiting..
19:02:58 (3184746): 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)