Task 7604352
| Name | ParityModified-1631734491-1093-2_0 |
| Workunit | 5259513 |
| Created | 26 Sep 2021, 11:07:57 UTC |
| Sent | 29 Sep 2021, 16:09:59 UTC |
| Report deadline | 6 Oct 2021, 16:09:59 UTC |
| Received | 30 Sep 2021, 5:46:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 58 min 45 sec |
| CPU time | 58 min 41 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> 1:29:19 main:581] : INFO : Epoch 1538 | loss: 0.0311675 | val_loss: 0.0311834 | Time: 1717.81 ms [2021-09-30 01:29:21 main:581] : INFO : Epoch 1539 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 1719.63 ms [2021-09-30 01:29:23 main:581] : INFO : Epoch 1540 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 1707.73 ms [2021-09-30 01:29:24 main:581] : INFO : Epoch 1541 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 1716.62 ms [2021-09-30 01:29:26 main:581] : INFO : Epoch 1542 | loss: 0.0311583 | val_loss: 0.0311742 | Time: 1717.44 ms [2021-09-30 01:29:28 main:581] : INFO : Epoch 1543 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 1723.8 ms [2021-09-30 01:29:29 main:581] : INFO : Epoch 1544 | loss: 0.0311589 | val_loss: 0.0311762 | Time: 1722.35 ms [2021-09-30 01:29:31 main:581] : INFO : Epoch 1545 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 1744.27 ms [2021-09-30 01:29:33 main:581] : INFO : Epoch 1546 | loss: 0.0311582 | val_loss: 0.0311753 | Time: 1706.88 ms [2021-09-30 01:29:35 main:581] : INFO : Epoch 1547 | loss: 0.0311587 | val_loss: 0.0311769 | Time: 1720.15 ms [2021-09-30 01:29:36 main:581] : INFO : Epoch 1548 | loss: 0.0311597 | val_loss: 0.0311784 | Time: 1737.1 ms [2021-09-30 01:29:38 main:581] : INFO : Epoch 1549 | loss: 0.0311589 | val_loss: 0.031174 | Time: 1724.92 ms [2021-09-30 01:29:40 main:581] : INFO : Epoch 1550 | loss: 0.031163 | val_loss: 0.0311753 | Time: 1720.84 ms [2021-09-30 01:29:42 main:581] : INFO : Epoch 1551 | loss: 0.0311615 | val_loss: 0.031174 | Time: 1733.02 ms [2021-09-30 01:29:43 main:581] : INFO : Epoch 1552 | loss: 0.0311572 | val_loss: 0.0311767 | Time: 1700.91 ms [2021-09-30 01:29:45 main:581] : INFO : Epoch 1553 | loss: 0.0311604 | val_loss: 0.0311747 | Time: 1725.08 ms [2021-09-30 01:29:47 main:581] : INFO : Epoch 1554 | loss: 0.0311589 | val_loss: 0.0311766 | Time: 1733.07 ms [2021-09-30 01:29:48 main:581] : INFO : Epoch 1555 | loss: 0.0311605 | val_loss: 0.0311761 | Time: 1711.1 ms [2021-09-30 01:29:50 main:581] : INFO : Epoch 1556 | loss: 0.0311574 | val_loss: 0.0311787 | Time: 1727.13 ms [2021-09-30 01:29:52 main:581] : INFO : Epoch 1557 | loss: 0.0311606 | val_loss: 0.0311869 | Time: 1723.13 ms [2021-09-30 01:29:54 main:581] : INFO : Epoch 1558 | loss: 0.0311568 | val_loss: 0.0311753 | Time: 1725.81 ms [2021-09-30 01:29:55 main:581] : INFO : Epoch 1559 | loss: 0.03116 | val_loss: 0.0311722 | Time: 1728.68 ms [2021-09-30 01:29:57 main:581] : INFO : Epoch 1560 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 1718.45 ms [2021-09-30 01:29:59 main:581] : INFO : Epoch 1561 | loss: 0.0311654 | val_loss: 0.0311751 | Time: 1724.96 ms [2021-09-30 01:30:00 main:581] : INFO : Epoch 1562 | loss: 0.0311584 | val_loss: 0.0311736 | Time: 1716.46 ms [2021-09-30 01:30:02 main:581] : INFO : Epoch 1563 | loss: 0.0311639 | val_loss: 0.0311742 | Time: 1725.05 ms [2021-09-30 01:30:04 main:581] : INFO : Epoch 1564 | loss: 0.031163 | val_loss: 0.0311717 | Time: 1706.84 ms [2021-09-30 01:30:06 main:581] : INFO : Epoch 1565 | loss: 0.031162 | val_loss: 0.0311771 | Time: 1739.2 ms [2021-09-30 01:30:07 main:581] : INFO : Epoch 1566 | loss: 0.03116 | val_loss: 0.03117 | Time: 1742.02 ms [2021-09-30 01:30:09 main:581] : INFO : Epoch 1567 | loss: 0.0311593 | val_loss: 0.0311721 | Time: 1720.14 ms [2021-09-30 01:30:11 main:581] : INFO : Epoch 1568 | loss: 0.0311595 | val_loss: 0.0311719 | Time: 1725.64 ms [2021-09-30 01:30:13 main:581] : INFO : Epoch 1569 | loss: 0.031159 | val_loss: 0.0311732 | Time: 1726.62 ms [2021-09-30 01:30:14 main:581] : INFO : Epoch 1570 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1701.07 ms [2021-09-30 01:30:16 main:581] : INFO : Epoch 1571 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 1710.85 ms [2021-09-30 01:30:18 main:581] : INFO : Epoch 1572 | loss: 0.0311601 | val_loss: 0.031178 | Time: 1726.41 ms [2021-09-30 01:30:19 main:581] : INFO : Epoch 1573 | loss: 0.0311572 | val_loss: 0.0311722 | Time: 1716.15 ms [2021-09-30 01:30:21 main:581] : INFO : Epoch 1574 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 1722.07 ms [2021-09-30 01:30:23 main:581] : INFO : Epoch 1575 | loss: 0.0311593 | val_loss: 0.031176 | Time: 1723.5 ms [2021-09-30 01:30:25 main:581] : INFO : Epoch 1576 | loss: 0.0311562 | val_loss: 0.0311726 | Time: 1717.11 ms [2021-09-30 01:30:26 main:581] : INFO : Epoch 1577 | loss: 0.0311573 | val_loss: 0.0311725 | Time: 1734.52 ms [2021-09-30 01:30:28 main:581] : INFO : Epoch 1578 | loss: 0.0311614 | val_loss: 0.0311745 | Time: 1713.37 ms [2021-09-30 01:30:30 main:581] : INFO : Epoch 1579 | loss: 0.031158 | val_loss: 0.0311726 | Time: 1737.21 ms [2021-09-30 01:30:31 main:581] : INFO : Epoch 1580 | loss: 0.0311627 | val_loss: 0.0311775 | Time: 1708.84 ms [2021-09-30 01:30:33 main:581] : INFO : Epoch 1581 | loss: 0.0311594 | val_loss: 0.0311716 | Time: 1720.39 ms [2021-09-30 01:30:35 main:581] : INFO : Epoch 1582 | loss: 0.031156 | val_loss: 0.0311735 | Time: 1726.28 ms [2021-09-30 01:30:37 main:581] : INFO : Epoch 1583 | loss: 0.0311579 | val_loss: 0.031177 | Time: 1739.22 ms [2021-09-30 01:30:38 main:581] : INFO : Epoch 1584 | loss: 0.0311569 | val_loss: 0.0311784 | Time: 1724.95 ms [2021-09-30 01:30:40 main:581] : INFO : Epoch 1585 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 1721.87 ms [2021-09-30 01:30:42 main:581] : INFO : Epoch 1586 | loss: 0.0311542 | val_loss: 0.0311723 | Time: 1731.92 ms [2021-09-30 01:30:44 main:581] : INFO : Epoch 1587 | loss: 0.0311538 | val_loss: 0.0311756 | Time: 1720.98 ms [2021-09-30 01:30:45 main:581] : INFO : Epoch 1588 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 1735.87 ms [2021-09-30 01:30:47 main:581] : INFO : Epoch 1589 | loss: 0.0311588 | val_loss: 0.031175 | Time: 1724.74 ms [2021-09-30 01:30:49 main:581] : INFO : Epoch 1590 | loss: 0.0311559 | val_loss: 0.0311729 | Time: 1721.43 ms [2021-09-30 01:30:50 main:581] : INFO : Epoch 1591 | loss: 0.031156 | val_loss: 0.0311782 | Time: 1735.45 ms [2021-09-30 01:30:52 main:581] : INFO : Epoch 1592 | loss: 0.0311601 | val_loss: 0.0311735 | Time: 1727.21 ms [2021-09-30 01:30:54 main:581] : INFO : Epoch 1593 | loss: 0.0311561 | val_loss: 0.0311749 | Time: 1743.8 ms [2021-09-30 01:30:56 main:581] : INFO : Epoch 1594 | loss: 0.031157 | val_loss: 0.0311761 | Time: 1739.96 ms [2021-09-30 01:30:57 main:581] : INFO : Epoch 1595 | loss: 0.0311564 | val_loss: 0.0311776 | Time: 1711.48 ms [2021-09-30 01:30:59 main:581] : INFO : Epoch 1596 | loss: 0.0311586 | val_loss: 0.0311825 | Time: 1708.68 ms [2021-09-30 01:31:01 main:581] : INFO : Epoch 1597 | loss: 0.0311572 | val_loss: 0.031176 | Time: 1732.74 ms [2021-09-30 01:31:03 main:581] : INFO : Epoch 1598 | loss: 0.0311567 | val_loss: 0.031171 | Time: 1729.62 ms [2021-09-30 01:31:04 main:581] : INFO : Epoch 1599 | loss: 0.0311541 | val_loss: 0.0311766 | Time: 1712.97 ms [2021-09-30 01:31:06 main:581] : INFO : Epoch 1600 | loss: 0.0311542 | val_loss: 0.0311774 | Time: 1722.81 ms [2021-09-30 01:31:08 main:581] : INFO : Epoch 1601 | loss: 0.031159 | val_loss: 0.0311768 | Time: 1708.91 ms [2021-09-30 01:31:09 main:581] : INFO : Epoch 1602 | loss: 0.0311577 | val_loss: 0.0311735 | Time: 1734.23 ms [2021-09-30 01:31:11 main:581] : INFO : Epoch 1603 | loss: 0.031156 | val_loss: 0.031175 | Time: 1721.27 ms [2021-09-30 01:31:13 main:581] : INFO : Epoch 1604 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 1722.77 ms [2021-09-30 01:31:15 main:581] : INFO : Epoch 1605 | loss: 0.0311549 | val_loss: 0.0311792 | Time: 1740.31 ms [2021-09-30 01:31:16 main:581] : INFO : Epoch 1606 | loss: 0.0311617 | val_loss: 0.0311884 | Time: 1730.15 ms [2021-09-30 01:31:18 main:581] : INFO : Epoch 1607 | loss: 0.0311593 | val_loss: 0.0311847 | Time: 1728.73 ms [2021-09-30 01:31:20 main:581] : INFO : Epoch 1608 | loss: 0.0311573 | val_loss: 0.0311729 | Time: 1739.86 ms [2021-09-30 01:31:22 main:581] : INFO : Epoch 1609 | loss: 0.0311531 | val_loss: 0.0311749 | Time: 1707.06 ms [2021-09-30 01:31:23 main:581] : INFO : Epoch 1610 | loss: 0.0311544 | val_loss: 0.0311796 | Time: 1683.51 ms [2021-09-30 01:31:25 main:581] : INFO : Epoch 1611 | loss: 0.0311541 | val_loss: 0.0311769 | Time: 1634.83 ms [2021-09-30 01:31:26 main:581] : INFO : Epoch 1612 | loss: 0.0311516 | val_loss: 0.0311751 | Time: 1642.75 ms [2021-09-30 01:31:28 main:581] : INFO : Epoch 1613 | loss: 0.0311565 | val_loss: 0.0311769 | Time: 1643.8 ms [2021-09-30 01:31:30 main:581] : INFO : Epoch 1614 | loss: 0.0311525 | val_loss: 0.0311737 | Time: 1642.22 ms [2021-09-30 01:31:31 main:581] : INFO : Epoch 1615 | loss: 0.031153 | val_loss: 0.0311752 | Time: 1644.98 ms [2021-09-30 01:31:33 main:581] : INFO : Epoch 1616 | loss: 0.031153 | val_loss: 0.0311815 | Time: 1635.95 ms [2021-09-30 01:31:35 main:581] : INFO : Epoch 1617 | loss: 0.0311553 | val_loss: 0.0311765 | Time: 1693.34 ms [2021-09-30 01:31:36 main:581] : INFO : Epoch 1618 | loss: 0.031155 | val_loss: 0.0311757 | Time: 1687.48 ms [2021-09-30 01:31:38 main:581] : INFO : Epoch 1619 | loss: 0.0311525 | val_loss: 0.031173 | Time: 1718.49 ms [2021-09-30 01:31:40 main:581] : INFO : Epoch 1620 | loss: 0.0311542 | val_loss: 0.0311857 | Time: 1736.63 ms [2021-09-30 01:31:42 main:581] : INFO : Epoch 1621 | loss: 0.031157 | val_loss: 0.0311753 | Time: 1707.98 ms [2021-09-30 01:31:43 main:581] : INFO : Epoch 1622 | loss: 0.0311538 | val_loss: 0.0311721 | Time: 1708.22 ms [2021-09-30 01:31:45 main:581] : INFO : Epoch 1623 | loss: 0.0311601 | val_loss: 0.0311734 | Time: 1725.65 ms [2021-09-30 01:31:47 main:581] : INFO : Epoch 1624 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 1716.27 ms [2021-09-30 01:31:48 main:581] : INFO : Epoch 1625 | loss: 0.0311577 | val_loss: 0.031176 | Time: 1743.2 ms [2021-09-30 01:31:50 main:581] : INFO : Epoch 1626 | loss: 0.0311571 | val_loss: 0.0311705 | Time: 1737.68 ms [2021-09-30 01:31:52 main:581] : INFO : Epoch 1627 | loss: 0.0311567 | val_loss: 0.0311761 | Time: 1714.12 ms [2021-09-30 01:31:54 main:581] : INFO : Epoch 1628 | loss: 0.0311563 | val_loss: 0.0311722 | Time: 1734.97 ms [2021-09-30 01:31:55 main:581] : INFO : Epoch 1629 | loss: 0.0311546 | val_loss: 0.0311727 | Time: 1727.99 ms [2021-09-30 01:31:57 main:581] : INFO : Epoch 1630 | loss: 0.0311525 | val_loss: 0.0311745 | Time: 1726.77 ms [2021-09-30 01:31:59 main:581] : INFO : Epoch 1631 | loss: 0.0311533 | val_loss: 0.0311784 | Time: 1731.72 ms [2021-09-30 01:32:01 main:581] : INFO : Epoch 1632 | loss: 0.0311529 | val_loss: 0.0311762 | Time: 1728.96 ms [2021-09-30 01:32:02 main:581] : INFO : Epoch 1633 | loss: 0.0311529 | val_loss: 0.0311744 | Time: 1731.24 ms [2021-09-30 01:32:04 main:581] : INFO : Epoch 1634 | loss: 0.0311564 | val_loss: 0.0311759 | Time: 1727.55 ms [2021-09-30 01:32:06 main:581] : INFO : Epoch 1635 | loss: 0.0311517 | val_loss: 0.0311745 | Time: 1698.46 ms [2021-09-30 01:32:07 main:581] : INFO : Epoch 1636 | loss: 0.031152 | val_loss: 0.0311755 | Time: 1728.82 ms [2021-09-30 01:32:09 main:581] : INFO : Epoch 1637 | loss: 0.0311523 | val_loss: 0.0311718 | Time: 1724.75 ms [2021-09-30 01:32:11 main:581] : INFO : Epoch 1638 | loss: 0.0311588 | val_loss: 0.0311745 | Time: 1736.34 ms [2021-09-30 01:32:13 main:581] : INFO : Epoch 1639 | loss: 0.0311542 | val_loss: 0.0311724 | Time: 1725.48 ms [2021-09-30 01:32:14 main:581] : INFO : Epoch 1640 | loss: 0.031156 | val_loss: 0.0311721 | Time: 1739.15 ms [2021-09-30 01:32:16 main:581] : INFO : Epoch 1641 | loss: 0.0311545 | val_loss: 0.0311766 | Time: 1723.67 ms [2021-09-30 01:32:18 main:581] : INFO : Epoch 1642 | loss: 0.0311545 | val_loss: 0.0311742 | Time: 1717.67 ms [2021-09-30 01:32:20 main:581] : INFO : Epoch 1643 | loss: 0.0311503 | val_loss: 0.0311773 | Time: 1726.1 ms [2021-09-30 01:32:21 main:581] : INFO : Epoch 1644 | loss: 0.0311534 | val_loss: 0.0311695 | Time: 1724.03 ms [2021-09-30 01:32:23 main:581] : INFO : Epoch 1645 | loss: 0.0311538 | val_loss: 0.0311763 | Time: 1735.13 ms [2021-09-30 01:32:25 main:581] : INFO : Epoch 1646 | loss: 0.031153 | val_loss: 0.031171 | Time: 1740.8 ms [2021-09-30 01:32:27 main:581] : INFO : Epoch 1647 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 1734.01 ms [2021-09-30 01:32:28 main:581] : INFO : Epoch 1648 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1735.72 ms [2021-09-30 01:32:30 main:581] : INFO : Epoch 1649 | loss: 0.0311573 | val_loss: 0.031168 | Time: 1727.04 ms [2021-09-30 01:32:32 main:581] : INFO : Epoch 1650 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 1697.81 ms [2021-09-30 01:32:33 main:581] : INFO : Epoch 1651 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 1739.94 ms [2021-09-30 01:32:35 main:581] : INFO : Epoch 1652 | loss: 0.0311542 | val_loss: 0.0311712 | Time: 1720.74 ms [2021-09-30 01:32:37 main:581] : INFO : Epoch 1653 | loss: 0.0311538 | val_loss: 0.0311812 | Time: 1713.26 ms [2021-09-30 01:32:39 main:581] : INFO : Epoch 1654 | loss: 0.0311564 | val_loss: 0.0311723 | Time: 1722.83 ms [2021-09-30 01:32:40 main:581] : INFO : Epoch 1655 | loss: 0.0311555 | val_loss: 0.0311718 | Time: 1727.26 ms [2021-09-30 01:32:42 main:581] : INFO : Epoch 1656 | loss: 0.0311563 | val_loss: 0.0311748 | Time: 1728.04 ms [2021-09-30 01:32:44 main:581] : INFO : Epoch 1657 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 1735.08 ms [2021-09-30 01:32:46 main:581] : INFO : Epoch 1658 | loss: 0.0311603 | val_loss: 0.031185 | Time: 1743.38 ms [2021-09-30 01:32:47 main:581] : INFO : Epoch 1659 | loss: 0.031162 | val_loss: 0.0311722 | Time: 1726.03 ms [2021-09-30 01:32:49 main:581] : INFO : Epoch 1660 | loss: 0.0311532 | val_loss: 0.0311767 | Time: 1715.47 ms [2021-09-30 01:32:51 main:581] : INFO : Epoch 1661 | loss: 0.031159 | val_loss: 0.0311806 | Time: 1714.24 ms [2021-09-30 01:32:52 main:581] : INFO : Epoch 1662 | loss: 0.031155 | val_loss: 0.0311756 | Time: 1715.5 ms [2021-09-30 01:32:54 main:581] : INFO : Epoch 1663 | loss: 0.0311553 | val_loss: 0.0311787 | Time: 1739.04 ms [2021-09-30 01:32:56 main:581] : INFO : Epoch 1664 | loss: 0.0311554 | val_loss: 0.0311718 | Time: 1704.06 ms [2021-09-30 01:32:58 main:581] : INFO : Epoch 1665 | loss: 0.0311543 | val_loss: 0.0311738 | Time: 1743.95 ms [2021-09-30 01:32:59 main:581] : INFO : Epoch 1666 | loss: 0.0311517 | val_loss: 0.0311758 | Time: 1724.41 ms [2021-09-30 01:33:01 main:581] : INFO : Epoch 1667 | loss: 0.0311532 | val_loss: 0.0311716 | Time: 1706.89 ms [2021-09-30 01:33:03 main:581] : INFO : Epoch 1668 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 1714.12 ms [2021-09-30 01:33:04 main:581] : INFO : Epoch 1669 | loss: 0.0311521 | val_loss: 0.0311716 | Time: 1739.98 ms [2021-09-30 01:33:06 main:581] : INFO : Epoch 1670 | loss: 0.0311526 | val_loss: 0.03117 | Time: 1723.64 ms [2021-09-30 01:33:08 main:581] : INFO : Epoch 1671 | loss: 0.0311541 | val_loss: 0.03117 | Time: 1698.04 ms [2021-09-30 01:33:10 main:581] : INFO : Epoch 1672 | loss: 0.0311599 | val_loss: 0.0311721 | Time: 1723.74 ms [2021-09-30 01:33:11 main:581] : INFO : Epoch 1673 | loss: 0.0311574 | val_loss: 0.0311727 | Time: 1707.49 ms [2021-09-30 01:33:13 main:581] : INFO : Epoch 1674 | loss: 0.0311559 | val_loss: 0.0311719 | Time: 1728.13 ms [2021-09-30 01:33:15 main:581] : INFO : Epoch 1675 | loss: 0.0311549 | val_loss: 0.031173 | Time: 1727.56 ms [2021-09-30 01:33:16 main:581] : INFO : Epoch 1676 | loss: 0.0311551 | val_loss: 0.0311708 | Time: 1690.55 ms [2021-09-30 01:33:18 main:581] : INFO : Epoch 1677 | loss: 0.0311585 | val_loss: 0.03118 | Time: 1735.33 ms [2021-09-30 01:33:20 main:581] : INFO : Epoch 1678 | loss: 0.0311632 | val_loss: 0.0311712 | Time: 1683.65 ms [2021-09-30 01:33:22 main:581] : INFO : Epoch 1679 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 1676.09 ms [2021-09-30 01:33:23 main:581] : INFO : Epoch 1680 | loss: 0.0311621 | val_loss: 0.0311691 | Time: 1736.63 ms [2021-09-30 01:33:25 main:581] : INFO : Epoch 1681 | loss: 0.0311611 | val_loss: 0.0311776 | Time: 1721.61 ms [2021-09-30 01:33:27 main:581] : INFO : Epoch 1682 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 1720.36 ms [2021-09-30 01:33:28 main:581] : INFO : Epoch 1683 | loss: 0.0311625 | val_loss: 0.0311784 | Time: 1717.33 ms [2021-09-30 01:33:30 main:581] : INFO : Epoch 1684 | loss: 0.0311618 | val_loss: 0.0311695 | Time: 1730.46 ms [2021-09-30 01:33:32 main:581] : INFO : Epoch 1685 | loss: 0.0311599 | val_loss: 0.0311691 | Time: 1715.25 ms [2021-09-30 01:33:34 main:581] : INFO : Epoch 1686 | loss: 0.0311582 | val_loss: 0.0311717 | Time: 1691.73 ms [2021-09-30 01:33:35 main:581] : INFO : Epoch 1687 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 1662.67 ms [2021-09-30 01:33:37 main:581] : INFO : Epoch 1688 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 1698.49 ms [2021-09-30 01:33:39 main:581] : INFO : Epoch 1689 | loss: 0.0311578 | val_loss: 0.0311774 | Time: 1731.85 ms [2021-09-30 01:33:40 main:581] : INFO : Epoch 1690 | loss: 0.0311587 | val_loss: 0.0311702 | Time: 1716.39 ms [2021-09-30 01:33:42 main:581] : INFO : Epoch 1691 | loss: 0.0311575 | val_loss: 0.0311739 | Time: 1705.41 ms [2021-09-30 01:33:44 main:581] : INFO : Epoch 1692 | loss: 0.0311663 | val_loss: 0.0311718 | Time: 1716.33 ms [2021-09-30 01:33:46 main:581] : INFO : Epoch 1693 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1693.28 ms [2021-09-30 01:33:47 main:581] : INFO : Epoch 1694 | loss: 0.031168 | val_loss: 0.0311712 | Time: 1728.36 ms [2021-09-30 01:33:49 main:581] : INFO : Epoch 1695 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 1712.87 ms [2021-09-30 01:33:51 main:581] : INFO : Epoch 1696 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1691.09 ms [2021-09-30 01:33:52 main:581] : INFO : Epoch 1697 | loss: 0.0311616 | val_loss: 0.0311749 | Time: 1727.85 ms [2021-09-30 01:33:54 main:581] : INFO : Epoch 1698 | loss: 0.0311645 | val_loss: 0.0311716 | Time: 1729.33 ms [2021-09-30 01:33:56 main:581] : INFO : Epoch 1699 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 1733.13 ms [2021-09-30 01:33:58 main:581] : INFO : Epoch 1700 | loss: 0.0311629 | val_loss: 0.0311694 | Time: 1747.38 ms [2021-09-30 01:33:59 main:581] : INFO : Epoch 1701 | loss: 0.0311595 | val_loss: 0.0311686 | Time: 1729.92 ms [2021-09-30 01:34:01 main:581] : INFO : Epoch 1702 | loss: 0.0311605 | val_loss: 0.0311686 | Time: 1717.05 ms [2021-09-30 01:34:03 main:581] : INFO : Epoch 1703 | loss: 0.031156 | val_loss: 0.0311763 | Time: 1708.42 ms [2021-09-30 01:34:04 main:581] : INFO : Epoch 1704 | loss: 0.0311621 | val_loss: 0.0311778 | Time: 1666.95 ms [2021-09-30 01:34:06 main:581] : INFO : Epoch 1705 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1648.31 ms [2021-09-30 01:34:08 main:581] : INFO : Epoch 1706 | loss: 0.0311549 | val_loss: 0.0311679 | Time: 1667.37 ms [2021-09-30 01:34:09 main:581] : INFO : Epoch 1707 | loss: 0.031154 | val_loss: 0.0311676 | Time: 1711.37 ms [2021-09-30 01:34:11 main:581] : INFO : Epoch 1708 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1719.28 ms [2021-09-30 01:34:13 main:581] : INFO : Epoch 1709 | loss: 0.031158 | val_loss: 0.0311689 | Time: 1730.33 ms [2021-09-30 01:34:15 main:581] : INFO : Epoch 1710 | loss: 0.0311627 | val_loss: 0.0311732 | Time: 1725.01 ms [2021-09-30 01:34:16 main:581] : INFO : Epoch 1711 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 1707.83 ms [2021-09-30 01:34:18 main:581] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 1704.15 ms [2021-09-30 01:34:20 main:581] : INFO : Epoch 1713 | loss: 0.0311606 | val_loss: 0.0311731 | Time: 1707.63 ms [2021-09-30 01:34:21 main:581] : INFO : Epoch 1714 | loss: 0.0311604 | val_loss: 0.0311686 | Time: 1739.52 ms [2021-09-30 01:34:23 main:581] : INFO : Epoch 1715 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 1728.05 ms [2021-09-30 01:34:25 main:581] : INFO : Epoch 1716 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 1728.89 ms [2021-09-30 01:34:27 main:581] : INFO : Epoch 1717 | loss: 0.0311586 | val_loss: 0.0311679 | Time: 1754.64 ms [2021-09-30 01:34:28 main:581] : INFO : Epoch 1718 | loss: 0.0311597 | val_loss: 0.0311722 | Time: 1736.04 ms [2021-09-30 01:34:30 main:581] : INFO : Epoch 1719 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1724.52 ms [2021-09-30 01:34:32 main:581] : INFO : Epoch 1720 | loss: 0.0311595 | val_loss: 0.0311725 | Time: 1747.06 ms [2021-09-30 01:34:34 main:581] : INFO : Epoch 1721 | loss: 0.0311589 | val_loss: 0.0311768 | Time: 1661.38 ms [2021-09-30 01:34:35 main:581] : INFO : Epoch 1722 | loss: 0.0311615 | val_loss: 0.0311726 | Time: 1707.3 ms [2021-09-30 01:34:37 main:581] : INFO : Epoch 1723 | loss: 0.0311582 | val_loss: 0.0311721 | Time: 1691.66 ms [2021-09-30 01:34:39 main:581] : INFO : Epoch 1724 | loss: 0.0311573 | val_loss: 0.0311736 | Time: 1662.66 ms [2021-09-30 01:34:40 main:581] : INFO : Epoch 1725 | loss: 0.0311554 | val_loss: 0.0311734 | Time: 1711.95 ms [2021-09-30 01:34:42 main:581] : INFO : Epoch 1726 | loss: 0.0311579 | val_loss: 0.0311718 | Time: 1711.3 ms [2021-09-30 01:34:44 main:581] : INFO : Epoch 1727 | loss: 0.0311581 | val_loss: 0.0311818 | Time: 1717.86 ms [2021-09-30 01:34:45 main:581] : INFO : Epoch 1728 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 1714.48 ms [2021-09-30 01:34:47 main:581] : INFO : Epoch 1729 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 1715.74 ms [2021-09-30 01:34:49 main:581] : INFO : Epoch 1730 | loss: 0.0311546 | val_loss: 0.031169 | Time: 1724.48 ms [2021-09-30 01:34:51 main:581] : INFO : Epoch 1731 | loss: 0.0311577 | val_loss: 0.0311856 | Time: 1729.73 ms [2021-09-30 01:34:52 main:581] : INFO : Epoch 1732 | loss: 0.031159 | val_loss: 0.0311722 | Time: 1733.69 ms [2021-09-30 01:34:54 main:581] : INFO : Epoch 1733 | loss: 0.031154 | val_loss: 0.031172 | Time: 1715.4 ms [2021-09-30 01:34:56 main:581] : INFO : Epoch 1734 | loss: 0.0311575 | val_loss: 0.0311722 | Time: 1725.6 ms [2021-09-30 01:34:58 main:581] : INFO : Epoch 1735 | loss: 0.031163 | val_loss: 0.031181 | Time: 1733.28 ms [2021-09-30 01:34:59 main:581] : INFO : Epoch 1736 | loss: 0.0311594 | val_loss: 0.0311784 | Time: 1719.97 ms [2021-09-30 01:35:01 main:581] : INFO : Epoch 1737 | loss: 0.0311586 | val_loss: 0.0311729 | Time: 1724.22 ms [2021-09-30 01:35:03 main:581] : INFO : Epoch 1738 | loss: 0.0311542 | val_loss: 0.0311699 | Time: 1725.01 ms [2021-09-30 01:35:04 main:581] : INFO : Epoch 1739 | loss: 0.0311551 | val_loss: 0.0311819 | Time: 1704.3 ms [2021-09-30 01:35:06 main:581] : INFO : Epoch 1740 | loss: 0.0311609 | val_loss: 0.0311656 | Time: 1717.73 ms [2021-09-30 01:35:08 main:581] : INFO : Epoch 1741 | loss: 0.0311566 | val_loss: 0.0311776 | Time: 1642.11 ms [2021-09-30 01:35:09 main:581] : INFO : Epoch 1742 | loss: 0.0311575 | val_loss: 0.0311782 | Time: 1680.19 ms [2021-09-30 01:35:11 main:581] : INFO : Epoch 1743 | loss: 0.031154 | val_loss: 0.0311694 | Time: 1726.29 ms [2021-09-30 01:35:13 main:581] : INFO : Epoch 1744 | loss: 0.0311525 | val_loss: 0.0311702 | Time: 1716.91 ms [2021-09-30 01:35:15 main:581] : INFO : Epoch 1745 | loss: 0.0311527 | val_loss: 0.0311716 | Time: 1700.79 ms [2021-09-30 01:35:16 main:581] : INFO : Epoch 1746 | loss: 0.0311523 | val_loss: 0.0311667 | Time: 1715.07 ms [2021-09-30 01:35:18 main:581] : INFO : Epoch 1747 | loss: 0.0311509 | val_loss: 0.0311677 | Time: 1715.32 ms [2021-09-30 01:35:20 main:581] : INFO : Epoch 1748 | loss: 0.0311508 | val_loss: 0.031173 | Time: 1694.38 ms [2021-09-30 01:35:21 main:581] : INFO : Epoch 1749 | loss: 0.0311515 | val_loss: 0.0311666 | Time: 1734.79 ms [2021-09-30 01:35:23 main:581] : INFO : Epoch 1750 | loss: 0.031153 | val_loss: 0.0311685 | Time: 1689.11 ms [2021-09-30 01:35:25 main:581] : INFO : Epoch 1751 | loss: 0.0311526 | val_loss: 0.0311694 | Time: 1729.07 ms [2021-09-30 01:35:27 main:581] : INFO : Epoch 1752 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 1723.43 ms [2021-09-30 01:35:28 main:581] : INFO : Epoch 1753 | loss: 0.0311554 | val_loss: 0.0311729 | Time: 1726.38 ms [2021-09-30 01:35:30 main:581] : INFO : Epoch 1754 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 1707.25 ms [2021-09-30 01:35:32 main:581] : INFO : Epoch 1755 | loss: 0.0311531 | val_loss: 0.0311701 | Time: 1717.34 ms [2021-09-30 01:35:33 main:581] : INFO : Epoch 1756 | loss: 0.0311543 | val_loss: 0.031173 | Time: 1717.64 ms [2021-09-30 01:35:35 main:581] : INFO : Epoch 1757 | loss: 0.031159 | val_loss: 0.0311695 | Time: 1691.17 ms [2021-09-30 01:35:37 main:581] : INFO : Epoch 1758 | loss: 0.0311561 | val_loss: 0.031172 | Time: 1716.33 ms [2021-09-30 01:35:39 main:581] : INFO : Epoch 1759 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 1698.74 ms [2021-09-30 01:35:40 main:581] : INFO : Epoch 1760 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 1726.53 ms [2021-09-30 01:35:42 main:581] : INFO : Epoch 1761 | loss: 0.0311549 | val_loss: 0.0311709 | Time: 1716.97 ms [2021-09-30 01:35:44 main:581] : INFO : Epoch 1762 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 1742.93 ms [2021-09-30 01:35:45 main:581] : INFO : Epoch 1763 | loss: 0.0311533 | val_loss: 0.0311704 | Time: 1718.6 ms [2021-09-30 01:35:47 main:581] : INFO : Epoch 1764 | loss: 0.0311554 | val_loss: 0.0311701 | Time: 1732.32 ms [2021-09-30 01:35:49 main:581] : INFO : Epoch 1765 | loss: 0.0311532 | val_loss: 0.0311757 | Time: 1716.21 ms [2021-09-30 01:35:51 main:581] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311694 | Time: 1725.28 ms [2021-09-30 01:35:52 main:581] : INFO : Epoch 1767 | loss: 0.0311571 | val_loss: 0.0311704 | Time: 1715.39 ms [2021-09-30 01:35:54 main:581] : INFO : Epoch 1768 | loss: 0.031156 | val_loss: 0.0311734 | Time: 1717.88 ms [2021-09-30 01:35:56 main:581] : INFO : Epoch 1769 | loss: 0.0311539 | val_loss: 0.0311702 | Time: 1725.86 ms [2021-09-30 01:35:58 main:581] : INFO : Epoch 1770 | loss: 0.0311551 | val_loss: 0.031168 | Time: 1717.36 ms [2021-09-30 01:35:59 main:581] : INFO : Epoch 1771 | loss: 0.0311578 | val_loss: 0.0311685 | Time: 1718.35 ms [2021-09-30 01:36:01 main:581] : INFO : Epoch 1772 | loss: 0.0311531 | val_loss: 0.031167 | Time: 1726.43 ms [2021-09-30 01:36:03 main:581] : INFO : Epoch 1773 | loss: 0.0311548 | val_loss: 0.0311722 | Time: 1736.47 ms [2021-09-30 01:36:04 main:581] : INFO : Epoch 1774 | loss: 0.0311545 | val_loss: 0.0311684 | Time: 1715.93 ms [2021-09-30 01:36:06 main:581] : INFO : Epoch 1775 | loss: 0.0311541 | val_loss: 0.0311707 | Time: 1739.78 ms [2021-09-30 01:36:08 main:581] : INFO : Epoch 1776 | loss: 0.0311568 | val_loss: 0.0311731 | Time: 1731.47 ms [2021-09-30 01:36:10 main:581] : INFO : Epoch 1777 | loss: 0.031159 | val_loss: 0.0311752 | Time: 1721.15 ms [2021-09-30 01:36:11 main:581] : INFO : Epoch 1778 | loss: 0.0311605 | val_loss: 0.0311778 | Time: 1719.58 ms [2021-09-30 01:36:13 main:581] : INFO : Epoch 1779 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 1711.04 ms [2021-09-30 01:36:15 main:581] : INFO : Epoch 1780 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1720.16 ms [2021-09-30 01:36:16 main:581] : INFO : Epoch 1781 | loss: 0.0311621 | val_loss: 0.0311767 | Time: 1706.57 ms [2021-09-30 01:36:18 main:581] : INFO : Epoch 1782 | loss: 0.03116 | val_loss: 0.0311734 | Time: 1732.98 ms [2021-09-30 01:36:20 main:581] : INFO : Epoch 1783 | loss: 0.0311666 | val_loss: 0.0311754 | Time: 1720.88 ms [2021-09-30 01:36:22 main:581] : INFO : Epoch 1784 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 1738.35 ms [2021-09-30 01:36:23 main:581] : INFO : Epoch 1785 | loss: 0.0311619 | val_loss: 0.0311718 | Time: 1719.03 ms [2021-09-30 01:36:25 main:581] : INFO : Epoch 1786 | loss: 0.0311613 | val_loss: 0.0311808 | Time: 1731.91 ms [2021-09-30 01:36:27 main:581] : INFO : Epoch 1787 | loss: 0.0311608 | val_loss: 0.0311711 | Time: 1738.88 ms [2021-09-30 01:36:29 main:581] : INFO : Epoch 1788 | loss: 0.0311608 | val_loss: 0.0311727 | Time: 1717.73 ms [2021-09-30 01:36:30 main:581] : INFO : Epoch 1789 | loss: 0.0311588 | val_loss: 0.0311763 | Time: 1715.8 ms [2021-09-30 01:36:32 main:581] : INFO : Epoch 1790 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 1699.23 ms [2021-09-30 01:36:34 main:581] : INFO : Epoch 1791 | loss: 0.0311663 | val_loss: 0.0311761 | Time: 1705.19 ms [2021-09-30 01:36:35 main:581] : INFO : Epoch 1792 | loss: 0.0311695 | val_loss: 0.0311808 | Time: 1719.49 ms [2021-09-30 01:36:37 main:581] : INFO : Epoch 1793 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 1740.57 ms [2021-09-30 01:36:39 main:581] : INFO : Epoch 1794 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 1701.02 ms [2021-09-30 01:36:41 main:581] : INFO : Epoch 1795 | loss: 0.031163 | val_loss: 0.0311747 | Time: 1730.78 ms [2021-09-30 01:36:42 main:581] : INFO : Epoch 1796 | loss: 0.031163 | val_loss: 0.0311731 | Time: 1751.76 ms [2021-09-30 01:36:44 main:581] : INFO : Epoch 1797 | loss: 0.0311636 | val_loss: 0.0311765 | Time: 1719.09 ms [2021-09-30 01:36:46 main:581] : INFO : Epoch 1798 | loss: 0.0311629 | val_loss: 0.0311757 | Time: 1741.48 ms [2021-09-30 01:36:48 main:581] : INFO : Epoch 1799 | loss: 0.0311647 | val_loss: 0.0311739 | Time: 1739 ms [2021-09-30 01:36:49 main:581] : INFO : Epoch 1800 | loss: 0.0311662 | val_loss: 0.0311856 | Time: 1731.29 ms [2021-09-30 01:36:51 main:581] : INFO : Epoch 1801 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 1721.51 ms [2021-09-30 01:36:53 main:581] : INFO : Epoch 1802 | loss: 0.0311653 | val_loss: 0.0311768 | Time: 1727.25 ms [2021-09-30 01:36:54 main:581] : INFO : Epoch 1803 | loss: 0.03116 | val_loss: 0.0311707 | Time: 1710.18 ms [2021-09-30 01:36:56 main:581] : INFO : Epoch 1804 | loss: 0.0311589 | val_loss: 0.0311716 | Time: 1678.99 ms [2021-09-30 01:36:58 main:581] : INFO : Epoch 1805 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 1708.32 ms [2021-09-30 01:37:00 main:581] : INFO : Epoch 1806 | loss: 0.0311627 | val_loss: 0.031169 | Time: 1692.15 ms [2021-09-30 01:37:01 main:581] : INFO : Epoch 1807 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 1737.81 ms [2021-09-30 01:37:03 main:581] : INFO : Epoch 1808 | loss: 0.0311598 | val_loss: 0.0311753 | Time: 1710.88 ms [2021-09-30 01:37:05 main:581] : INFO : Epoch 1809 | loss: 0.0311611 | val_loss: 0.0311727 | Time: 1730.19 ms [2021-09-30 01:37:06 main:581] : INFO : Epoch 1810 | loss: 0.0311585 | val_loss: 0.0311749 | Time: 1710.13 ms [2021-09-30 01:37:08 main:581] : INFO : Epoch 1811 | loss: 0.0311605 | val_loss: 0.0311753 | Time: 1717.89 ms [2021-09-30 01:37:10 main:581] : INFO : Epoch 1812 | loss: 0.0311619 | val_loss: 0.0311714 | Time: 1701.76 ms [2021-09-30 01:37:12 main:581] : INFO : Epoch 1813 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 1720.07 ms [2021-09-30 01:37:13 main:581] : INFO : Epoch 1814 | loss: 0.0311621 | val_loss: 0.0311832 | Time: 1732.73 ms [2021-09-30 01:37:15 main:581] : INFO : Epoch 1815 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 1723.75 ms [2021-09-30 01:37:17 main:581] : INFO : Epoch 1816 | loss: 0.0311583 | val_loss: 0.0311784 | Time: 1733.47 ms [2021-09-30 01:37:18 main:581] : INFO : Epoch 1817 | loss: 0.0311597 | val_loss: 0.031175 | Time: 1708.92 ms [2021-09-30 01:37:20 main:581] : INFO : Epoch 1818 | loss: 0.031161 | val_loss: 0.0311757 | Time: 1720.57 ms [2021-09-30 01:37:22 main:581] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.031175 | Time: 1734.95 ms [2021-09-30 01:37:24 main:581] : INFO : Epoch 1820 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 1724.93 ms [2021-09-30 01:37:25 main:581] : INFO : Epoch 1821 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1725.43 ms [2021-09-30 01:37:27 main:581] : INFO : Epoch 1822 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 1735.23 ms [2021-09-30 01:37:29 main:581] : INFO : Epoch 1823 | loss: 0.031161 | val_loss: 0.0311729 | Time: 1736.08 ms [2021-09-30 01:37:31 main:581] : INFO : Epoch 1824 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 1675.6 ms [2021-09-30 01:37:32 main:581] : INFO : Epoch 1825 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 1714.85 ms [2021-09-30 01:37:34 main:581] : INFO : Epoch 1826 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 1706.5 ms [2021-09-30 01:37:36 main:581] : INFO : Epoch 1827 | loss: 0.0311595 | val_loss: 0.03117 | Time: 1738.45 ms [2021-09-30 01:37:37 main:581] : INFO : Epoch 1828 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 1740.99 ms [2021-09-30 01:37:39 main:581] : INFO : Epoch 1829 | loss: 0.0311576 | val_loss: 0.0311708 | Time: 1718.59 ms [2021-09-30 01:37:41 main:581] : INFO : Epoch 1830 | loss: 0.0311556 | val_loss: 0.0311716 | Time: 1739.7 ms [2021-09-30 01:37:43 main:581] : INFO : Epoch 1831 | loss: 0.0311577 | val_loss: 0.0311744 | Time: 1726 ms [2021-09-30 01:37:44 main:581] : INFO : Epoch 1832 | loss: 0.0311587 | val_loss: 0.0311716 | Time: 1709.38 ms [2021-09-30 01:37:46 main:581] : INFO : Epoch 1833 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 1729.13 ms [2021-09-30 01:37:48 main:581] : INFO : Epoch 1834 | loss: 0.0311618 | val_loss: 0.0311739 | Time: 1715.9 ms [2021-09-30 01:37:49 main:581] : INFO : Epoch 1835 | loss: 0.0311604 | val_loss: 0.0311683 | Time: 1739.54 ms [2021-09-30 01:37:51 main:581] : INFO : Epoch 1836 | loss: 0.0311595 | val_loss: 0.0311703 | Time: 1728.02 ms [2021-09-30 01:37:53 main:581] : INFO : Epoch 1837 | loss: 0.0311591 | val_loss: 0.0311677 | Time: 1716.45 ms [2021-09-30 01:37:55 main:581] : INFO : Epoch 1838 | loss: 0.0311605 | val_loss: 0.0311683 | Time: 1706.75 ms [2021-09-30 01:37:56 main:581] : INFO : Epoch 1839 | loss: 0.0311589 | val_loss: 0.0311666 | Time: 1635.91 ms [2021-09-30 01:37:58 main:581] : INFO : Epoch 1840 | loss: 0.0311604 | val_loss: 0.0311705 | Time: 1664.7 ms [2021-09-30 01:38:00 main:581] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311718 | Time: 1723.6 ms [2021-09-30 01:38:01 main:581] : INFO : Epoch 1842 | loss: 0.0311592 | val_loss: 0.0311692 | Time: 1713.64 ms [2021-09-30 01:38:03 main:581] : INFO : Epoch 1843 | loss: 0.0311572 | val_loss: 0.0311669 | Time: 1734.02 ms [2021-09-30 01:38:05 main:581] : INFO : Epoch 1844 | loss: 0.03116 | val_loss: 0.0311683 | Time: 1722.22 ms [2021-09-30 01:38:07 main:581] : INFO : Epoch 1845 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 1741 ms [2021-09-30 01:38:08 main:581] : INFO : Epoch 1846 | loss: 0.0311673 | val_loss: 0.0311763 | Time: 1729.54 ms [2021-09-30 01:38:10 main:581] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.0311668 | Time: 1717.21 ms [2021-09-30 01:38:12 main:581] : INFO : Epoch 1848 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 1736.59 ms [2021-09-30 01:38:13 main:581] : INFO : Epoch 1849 | loss: 0.0311596 | val_loss: 0.0311715 | Time: 1731.02 ms [2021-09-30 01:38:15 main:581] : INFO : Epoch 1850 | loss: 0.0311578 | val_loss: 0.0311712 | Time: 1723.17 ms [2021-09-30 01:38:17 main:581] : INFO : Epoch 1851 | loss: 0.0311584 | val_loss: 0.0311741 | Time: 1720.52 ms [2021-09-30 01:38:19 main:581] : INFO : Epoch 1852 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 1686.56 ms [2021-09-30 01:38:20 main:581] : INFO : Epoch 1853 | loss: 0.0311591 | val_loss: 0.0311688 | Time: 1666.06 ms [2021-09-30 01:38:22 main:581] : INFO : Epoch 1854 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 1725.09 ms [2021-09-30 01:38:24 main:581] : INFO : Epoch 1855 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 1726.67 ms [2021-09-30 01:38:25 main:581] : INFO : Epoch 1856 | loss: 0.0311581 | val_loss: 0.0311707 | Time: 1734.34 ms [2021-09-30 01:38:27 main:581] : INFO : Epoch 1857 | loss: 0.0311577 | val_loss: 0.0311671 | Time: 1717.02 ms [2021-09-30 01:38:29 main:581] : INFO : Epoch 1858 | loss: 0.0311616 | val_loss: 0.0311687 | Time: 1702.18 ms [2021-09-30 01:38:31 main:581] : INFO : Epoch 1859 | loss: 0.0311595 | val_loss: 0.0311671 | Time: 1713.29 ms [2021-09-30 01:38:32 main:581] : INFO : Epoch 1860 | loss: 0.0311569 | val_loss: 0.0311707 | Time: 1716.19 ms [2021-09-30 01:38:34 main:581] : INFO : Epoch 1861 | loss: 0.0311557 | val_loss: 0.0311653 | Time: 1709.82 ms [2021-09-30 01:38:36 main:581] : INFO : Epoch 1862 | loss: 0.0311543 | val_loss: 0.0311659 | Time: 1720.44 ms [2021-09-30 01:38:37 main:581] : INFO : Epoch 1863 | loss: 0.0311533 | val_loss: 0.0311707 | Time: 1725.91 ms [2021-09-30 01:38:39 main:581] : INFO : Epoch 1864 | loss: 0.0311534 | val_loss: 0.0311692 | Time: 1723.55 ms [2021-09-30 01:38:41 main:581] : INFO : Epoch 1865 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 1722.17 ms [2021-09-30 01:38:43 main:581] : INFO : Epoch 1866 | loss: 0.0311544 | val_loss: 0.03117 | Time: 1721.49 ms [2021-09-30 01:38:44 main:581] : INFO : Epoch 1867 | loss: 0.0311558 | val_loss: 0.0311772 | Time: 1700.84 ms [2021-09-30 01:38:46 main:581] : INFO : Epoch 1868 | loss: 0.0311641 | val_loss: 0.0311756 | Time: 1724.94 ms [2021-09-30 01:38:48 main:581] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311794 | Time: 1730.51 ms [2021-09-30 01:38:50 main:581] : INFO : Epoch 1870 | loss: 0.0311684 | val_loss: 0.0311773 | Time: 1720.03 ms [2021-09-30 01:38:51 main:581] : INFO : Epoch 1871 | loss: 0.0311625 | val_loss: 0.0311732 | Time: 1736.62 ms [2021-09-30 01:38:53 main:581] : INFO : Epoch 1872 | loss: 0.031161 | val_loss: 0.0311715 | Time: 1698.92 ms [2021-09-30 01:38:55 main:581] : INFO : Epoch 1873 | loss: 0.0311596 | val_loss: 0.0311714 | Time: 1721.73 ms [2021-09-30 01:38:56 main:581] : INFO : Epoch 1874 | loss: 0.0311614 | val_loss: 0.0311802 | Time: 1712.72 ms [2021-09-30 01:38:58 main:581] : INFO : Epoch 1875 | loss: 0.0311615 | val_loss: 0.0311679 | Time: 1671.68 ms [2021-09-30 01:39:00 main:581] : INFO : Epoch 1876 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 1719.18 ms [2021-09-30 01:39:02 main:581] : INFO : Epoch 1877 | loss: 0.0311547 | val_loss: 0.0311701 | Time: 1737.83 ms [2021-09-30 01:39:03 main:581] : INFO : Epoch 1878 | loss: 0.0311549 | val_loss: 0.0311688 | Time: 1727.91 ms [2021-09-30 01:39:05 main:581] : INFO : Epoch 1879 | loss: 0.0311551 | val_loss: 0.0311679 | Time: 1718.04 ms [2021-09-30 01:39:07 main:581] : INFO : Epoch 1880 | loss: 0.0311553 | val_loss: 0.0311699 | Time: 1712.82 ms [2021-09-30 01:39:08 main:581] : INFO : Epoch 1881 | loss: 0.0311542 | val_loss: 0.0311743 | Time: 1670.23 ms [2021-09-30 01:39:10 main:581] : INFO : Epoch 1882 | loss: 0.0311586 | val_loss: 0.0311704 | Time: 1672.44 ms [2021-09-30 01:39:12 main:581] : INFO : Epoch 1883 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 1709.89 ms [2021-09-30 01:39:13 main:581] : INFO : Epoch 1884 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 1712.68 ms [2021-09-30 01:39:15 main:581] : INFO : Epoch 1885 | loss: 0.0311545 | val_loss: 0.0311701 | Time: 1744.67 ms [2021-09-30 01:39:17 main:581] : INFO : Epoch 1886 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 1714.83 ms [2021-09-30 01:39:19 main:581] : INFO : Epoch 1887 | loss: 0.0311534 | val_loss: 0.0311714 | Time: 1722.54 ms [2021-09-30 01:39:20 main:581] : INFO : Epoch 1888 | loss: 0.0311539 | val_loss: 0.0311707 | Time: 1694.31 ms [2021-09-30 01:39:22 main:581] : INFO : Epoch 1889 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 1694.21 ms [2021-09-30 01:39:24 main:581] : INFO : Epoch 1890 | loss: 0.0311568 | val_loss: 0.0311698 | Time: 1729.53 ms [2021-09-30 01:39:25 main:581] : INFO : Epoch 1891 | loss: 0.0311513 | val_loss: 0.031169 | Time: 1733.24 ms [2021-09-30 01:39:27 main:581] : INFO : Epoch 1892 | loss: 0.0311512 | val_loss: 0.031173 | Time: 1722.56 ms [2021-09-30 01:39:29 main:581] : INFO : Epoch 1893 | loss: 0.0311547 | val_loss: 0.031176 | Time: 1649.92 ms [2021-09-30 01:39:31 main:581] : INFO : Epoch 1894 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1684.11 ms [2021-09-30 01:39:32 main:581] : INFO : Epoch 1895 | loss: 0.0311522 | val_loss: 0.0311681 | Time: 1701.74 ms [2021-09-30 01:39:34 main:581] : INFO : Epoch 1896 | loss: 0.03116 | val_loss: 0.0311731 | Time: 1692.1 ms [2021-09-30 01:39:36 main:581] : INFO : Epoch 1897 | loss: 0.0311564 | val_loss: 0.0311679 | Time: 1737.59 ms [2021-09-30 01:39:37 main:581] : INFO : Epoch 1898 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 1706.93 ms [2021-09-30 01:39:39 main:581] : INFO : Epoch 1899 | loss: 0.0311556 | val_loss: 0.0311682 | Time: 1728.92 ms [2021-09-30 01:39:41 main:581] : INFO : Epoch 1900 | loss: 0.031152 | val_loss: 0.0311703 | Time: 1720.26 ms [2021-09-30 01:39:43 main:581] : INFO : Epoch 1901 | loss: 0.0311517 | val_loss: 0.0311708 | Time: 1677.2 ms [2021-09-30 01:39:44 main:581] : INFO : Epoch 1902 | loss: 0.0311573 | val_loss: 0.031183 | Time: 1712.38 ms [2021-09-30 01:39:46 main:581] : INFO : Epoch 1903 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 1722.31 ms [2021-09-30 01:39:48 main:581] : INFO : Epoch 1904 | loss: 0.0311546 | val_loss: 0.0311671 | Time: 1711.19 ms [2021-09-30 01:39:49 main:581] : INFO : Epoch 1905 | loss: 0.0311541 | val_loss: 0.0311669 | Time: 1738.37 ms [2021-09-30 01:39:51 main:581] : INFO : Epoch 1906 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1716.22 ms [2021-09-30 01:39:53 main:581] : INFO : Epoch 1907 | loss: 0.0311502 | val_loss: 0.0311672 | Time: 1718.11 ms [2021-09-30 01:39:55 main:581] : INFO : Epoch 1908 | loss: 0.0311508 | val_loss: 0.0311705 | Time: 1731.86 ms [2021-09-30 01:39:56 main:581] : INFO : Epoch 1909 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1713.66 ms [2021-09-30 01:39:58 main:581] : INFO : Epoch 1910 | loss: 0.0311494 | val_loss: 0.0311678 | Time: 1732.09 ms [2021-09-30 01:40:00 main:581] : INFO : Epoch 1911 | loss: 0.0311502 | val_loss: 0.0311682 | Time: 1742.25 ms [2021-09-30 01:40:01 main:581] : INFO : Epoch 1912 | loss: 0.0311477 | val_loss: 0.0311694 | Time: 1728.26 ms [2021-09-30 01:40:03 main:581] : INFO : Epoch 1913 | loss: 0.0311495 | val_loss: 0.0311673 | Time: 1703.87 ms [2021-09-30 01:40:05 main:581] : INFO : Epoch 1914 | loss: 0.031149 | val_loss: 0.031169 | Time: 1738.45 ms [2021-09-30 01:40:07 main:581] : INFO : Epoch 1915 | loss: 0.031149 | val_loss: 0.0311697 | Time: 1717.27 ms [2021-09-30 01:40:08 main:581] : INFO : Epoch 1916 | loss: 0.0311543 | val_loss: 0.0311814 | Time: 1720.59 ms [2021-09-30 01:40:10 main:581] : INFO : Epoch 1917 | loss: 0.0311496 | val_loss: 0.0311736 | Time: 1725.94 ms [2021-09-30 01:40:12 main:581] : INFO : Epoch 1918 | loss: 0.031147 | val_loss: 0.0311693 | Time: 1714.47 ms [2021-09-30 01:40:14 main:581] : INFO : Epoch 1919 | loss: 0.031146 | val_loss: 0.0311686 | Time: 1736.47 ms [2021-09-30 01:40:15 main:581] : INFO : Epoch 1920 | loss: 0.0311459 | val_loss: 0.0311695 | Time: 1691.76 ms [2021-09-30 01:40:17 main:581] : INFO : Epoch 1921 | loss: 0.0311475 | val_loss: 0.0311706 | Time: 1716.75 ms [2021-09-30 01:40:19 main:581] : INFO : Epoch 1922 | loss: 0.0311522 | val_loss: 0.0311711 | Time: 1735.72 ms [2021-09-30 01:40:20 main:581] : INFO : Epoch 1923 | loss: 0.0311496 | val_loss: 0.0311716 | Time: 1729.74 ms [2021-09-30 01:40:22 main:581] : INFO : Epoch 1924 | loss: 0.03115 | val_loss: 0.0311678 | Time: 1707.09 ms [2021-09-30 01:40:24 main:581] : INFO : Epoch 1925 | loss: 0.0311516 | val_loss: 0.0311733 | Time: 1727.25 ms [2021-09-30 01:40:26 main:581] : INFO : Epoch 1926 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 1741.77 ms [2021-09-30 01:40:27 main:581] : INFO : Epoch 1927 | loss: 0.0311507 | val_loss: 0.0311713 | Time: 1739.52 ms [2021-09-30 01:40:29 main:581] : INFO : Epoch 1928 | loss: 0.031151 | val_loss: 0.0311733 | Time: 1727.67 ms [2021-09-30 01:40:31 main:581] : INFO : Epoch 1929 | loss: 0.0311517 | val_loss: 0.031173 | Time: 1716.28 ms [2021-09-30 01:40:32 main:581] : INFO : Epoch 1930 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 1712.19 ms [2021-09-30 01:40:34 main:581] : INFO : Epoch 1931 | loss: 0.0311547 | val_loss: 0.0311802 | Time: 1740.26 ms [2021-09-30 01:40:36 main:581] : INFO : Epoch 1932 | loss: 0.0311592 | val_loss: 0.0311697 | Time: 1718.6 ms [2021-09-30 01:40:38 main:581] : INFO : Epoch 1933 | loss: 0.0311505 | val_loss: 0.031169 | Time: 1719.5 ms [2021-09-30 01:40:39 main:581] : INFO : Epoch 1934 | loss: 0.0311486 | val_loss: 0.0311775 | Time: 1713.87 ms [2021-09-30 01:40:41 main:581] : INFO : Epoch 1935 | loss: 0.0311525 | val_loss: 0.0311685 | Time: 1731.36 ms [2021-09-30 01:40:43 main:581] : INFO : Epoch 1936 | loss: 0.0311509 | val_loss: 0.0311689 | Time: 1716.01 ms [2021-09-30 01:40:45 main:581] : INFO : Epoch 1937 | loss: 0.0311497 | val_loss: 0.0311753 | Time: 1740.69 ms [2021-09-30 01:40:46 main:581] : INFO : Epoch 1938 | loss: 0.0311533 | val_loss: 0.0311782 | Time: 1730.03 ms [2021-09-30 01:40:48 main:581] : INFO : Epoch 1939 | loss: 0.0311595 | val_loss: 0.0311705 | Time: 1742.55 ms [2021-09-30 01:40:50 main:581] : INFO : Epoch 1940 | loss: 0.0311545 | val_loss: 0.0311727 | Time: 1717.8 ms [2021-09-30 01:40:51 main:581] : INFO : Epoch 1941 | loss: 0.0311541 | val_loss: 0.031172 | Time: 1725.26 ms [2021-09-30 01:40:53 main:581] : INFO : Epoch 1942 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 1735.38 ms [2021-09-30 01:40:55 main:581] : INFO : Epoch 1943 | loss: 0.031155 | val_loss: 0.0311706 | Time: 1680.28 ms [2021-09-30 01:40:57 main:581] : INFO : Epoch 1944 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 1627.38 ms [2021-09-30 01:40:58 main:581] : INFO : Epoch 1945 | loss: 0.0311541 | val_loss: 0.0311706 | Time: 1640.94 ms [2021-09-30 01:41:00 main:581] : INFO : Epoch 1946 | loss: 0.031152 | val_loss: 0.0311691 | Time: 1593.01 ms [2021-09-30 01:41:01 main:581] : INFO : Epoch 1947 | loss: 0.0311536 | val_loss: 0.0311683 | Time: 1606.93 ms [2021-09-30 01:41:03 main:581] : INFO : Epoch 1948 | loss: 0.0311541 | val_loss: 0.031173 | Time: 1594.8 ms [2021-09-30 01:41:05 main:581] : INFO : Epoch 1949 | loss: 0.0311522 | val_loss: 0.0311742 | Time: 1633.55 ms [2021-09-30 01:41:06 main:581] : INFO : Epoch 1950 | loss: 0.031155 | val_loss: 0.0311682 | Time: 1689.99 ms [2021-09-30 01:41:08 main:581] : INFO : Epoch 1951 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 1675.57 ms [2021-09-30 01:41:10 main:581] : INFO : Epoch 1952 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 1683.91 ms [2021-09-30 01:41:11 main:581] : INFO : Epoch 1953 | loss: 0.0311545 | val_loss: 0.0311724 | Time: 1711.96 ms [2021-09-30 01:41:13 main:581] : INFO : Epoch 1954 | loss: 0.0311549 | val_loss: 0.0311693 | Time: 1704.18 ms [2021-09-30 01:41:15 main:581] : INFO : Epoch 1955 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 1710.92 ms [2021-09-30 01:41:17 main:581] : INFO : Epoch 1956 | loss: 0.0311554 | val_loss: 0.0311708 | Time: 1721.59 ms [2021-09-30 01:41:18 main:581] : INFO : Epoch 1957 | loss: 0.0311552 | val_loss: 0.031169 | Time: 1708.38 ms [2021-09-30 01:41:20 main:581] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 1666.67 ms [2021-09-30 01:41:22 main:581] : INFO : Epoch 1959 | loss: 0.0311625 | val_loss: 0.0311757 | Time: 1651.28 ms [2021-09-30 01:41:23 main:581] : INFO : Epoch 1960 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 1685.17 ms [2021-09-30 01:41:25 main:581] : INFO : Epoch 1961 | loss: 0.0311583 | val_loss: 0.0311729 | Time: 1702.2 ms [2021-09-30 01:41:27 main:581] : INFO : Epoch 1962 | loss: 0.0311569 | val_loss: 0.0311706 | Time: 1722.83 ms [2021-09-30 01:41:28 main:581] : INFO : Epoch 1963 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 1690.2 ms [2021-09-30 01:41:30 main:581] : INFO : Epoch 1964 | loss: 0.0311568 | val_loss: 0.0311797 | Time: 1726.72 ms [2021-09-30 01:41:32 main:581] : INFO : Epoch 1965 | loss: 0.0311575 | val_loss: 0.0311737 | Time: 1702.78 ms [2021-09-30 01:41:34 main:581] : INFO : Epoch 1966 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 1741.52 ms [2021-09-30 01:41:35 main:581] : INFO : Epoch 1967 | loss: 0.031157 | val_loss: 0.0311675 | Time: 1724.95 ms [2021-09-30 01:41:37 main:581] : INFO : Epoch 1968 | loss: 0.0311569 | val_loss: 0.0311677 | Time: 1713.46 ms [2021-09-30 01:41:39 main:581] : INFO : Epoch 1969 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 1726.58 ms [2021-09-30 01:41:40 main:581] : INFO : Epoch 1970 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 1739.08 ms [2021-09-30 01:41:42 main:581] : INFO : Epoch 1971 | loss: 0.0311557 | val_loss: 0.0311679 | Time: 1726.77 ms [2021-09-30 01:41:44 main:581] : INFO : Epoch 1972 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 1719.04 ms [2021-09-30 01:41:46 main:581] : INFO : Epoch 1973 | loss: 0.031154 | val_loss: 0.0311699 | Time: 1724.61 ms [2021-09-30 01:41:47 main:581] : INFO : Epoch 1974 | loss: 0.031156 | val_loss: 0.0311704 | Time: 1716.25 ms [2021-09-30 01:41:49 main:581] : INFO : Epoch 1975 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 1714.51 ms [2021-09-30 01:41:51 main:581] : INFO : Epoch 1976 | loss: 0.031153 | val_loss: 0.0311744 | Time: 1726.46 ms [2021-09-30 01:41:52 main:581] : INFO : Epoch 1977 | loss: 0.0311545 | val_loss: 0.0311734 | Time: 1721.07 ms [2021-09-30 01:41:54 main:581] : INFO : Epoch 1978 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 1702.62 ms [2021-09-30 01:41:56 main:581] : INFO : Epoch 1979 | loss: 0.031155 | val_loss: 0.0311736 | Time: 1719.94 ms [2021-09-30 01:41:58 main:581] : INFO : Epoch 1980 | loss: 0.0311566 | val_loss: 0.031173 | Time: 1737.44 ms [2021-09-30 01:41:59 main:581] : INFO : Epoch 1981 | loss: 0.0311521 | val_loss: 0.0311707 | Time: 1707.84 ms [2021-09-30 01:42:01 main:581] : INFO : Epoch 1982 | loss: 0.0311529 | val_loss: 0.0311707 | Time: 1724 ms [2021-09-30 01:42:03 main:581] : INFO : Epoch 1983 | loss: 0.0311519 | val_loss: 0.0311747 | Time: 1727.61 ms [2021-09-30 01:42:05 main:581] : INFO : Epoch 1984 | loss: 0.0311543 | val_loss: 0.0311687 | Time: 1725.53 ms [2021-09-30 01:42:06 main:581] : INFO : Epoch 1985 | loss: 0.0311524 | val_loss: 0.0311678 | Time: 1719.78 ms [2021-09-30 01:42:08 main:581] : INFO : Epoch 1986 | loss: 0.0311516 | val_loss: 0.0311733 | Time: 1706.4 ms [2021-09-30 01:42:10 main:581] : INFO : Epoch 1987 | loss: 0.0311524 | val_loss: 0.0311712 | Time: 1711.33 ms [2021-09-30 01:42:11 main:581] : INFO : Epoch 1988 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 1713.02 ms [2021-09-30 01:42:13 main:581] : INFO : Epoch 1989 | loss: 0.0311516 | val_loss: 0.0311697 | Time: 1675.5 ms [2021-09-30 01:42:15 main:581] : INFO : Epoch 1990 | loss: 0.0311555 | val_loss: 0.0311746 | Time: 1645.16 ms [2021-09-30 01:42:16 main:581] : INFO : Epoch 1991 | loss: 0.0311576 | val_loss: 0.0311679 | Time: 1663.28 ms [2021-09-30 01:42:18 main:581] : INFO : Epoch 1992 | loss: 0.0311525 | val_loss: 0.0311694 | Time: 1706.19 ms [2021-09-30 01:42:20 main:581] : INFO : Epoch 1993 | loss: 0.0311521 | val_loss: 0.0311671 | Time: 1708.71 ms [2021-09-30 01:42:21 main:581] : INFO : Epoch 1994 | loss: 0.0311547 | val_loss: 0.0311695 | Time: 1706.86 ms [2021-09-30 01:42:23 main:581] : INFO : Epoch 1995 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 1709.65 ms [2021-09-30 01:42:25 main:581] : INFO : Epoch 1996 | loss: 0.0311548 | val_loss: 0.0311742 | Time: 1688.51 ms [2021-09-30 01:42:27 main:581] : INFO : Epoch 1997 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 1696.35 ms [2021-09-30 01:42:28 main:581] : INFO : Epoch 1998 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1704.41 ms [2021-09-30 01:42:30 main:581] : INFO : Epoch 1999 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 1719.46 ms [2021-09-30 01:42:32 main:581] : INFO : Epoch 2000 | loss: 0.0311569 | val_loss: 0.0311682 | Time: 1708.6 ms [2021-09-30 01:42:33 main:581] : INFO : Epoch 2001 | loss: 0.0311579 | val_loss: 0.0311726 | Time: 1714.59 ms [2021-09-30 01:42:35 main:581] : INFO : Epoch 2002 | loss: 0.0311572 | val_loss: 0.0311651 | Time: 1719.47 ms [2021-09-30 01:42:37 main:581] : INFO : Epoch 2003 | loss: 0.0311523 | val_loss: 0.0311686 | Time: 1715.06 ms [2021-09-30 01:42:39 main:581] : INFO : Epoch 2004 | loss: 0.0311517 | val_loss: 0.0311697 | Time: 1735.44 ms [2021-09-30 01:42:40 main:581] : INFO : Epoch 2005 | loss: 0.0311513 | val_loss: 0.0311706 | Time: 1731.13 ms [2021-09-30 01:42:42 main:581] : INFO : Epoch 2006 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1712.89 ms [2021-09-30 01:42:44 main:581] : INFO : Epoch 2007 | loss: 0.0311526 | val_loss: 0.0311709 | Time: 1720.91 ms [2021-09-30 01:42:45 main:581] : INFO : Epoch 2008 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1719.58 ms [2021-09-30 01:42:47 main:581] : INFO : Epoch 2009 | loss: 0.0311522 | val_loss: 0.031173 | Time: 1707.23 ms [2021-09-30 01:42:49 main:581] : INFO : Epoch 2010 | loss: 0.0311509 | val_loss: 0.0311685 | Time: 1695.93 ms [2021-09-30 01:42:51 main:581] : INFO : Epoch 2011 | loss: 0.0311507 | val_loss: 0.0311677 | Time: 1694.53 ms [2021-09-30 01:42:52 main:581] : INFO : Epoch 2012 | loss: 0.0311526 | val_loss: 0.0311675 | Time: 1705.07 ms [2021-09-30 01:42:54 main:581] : INFO : Epoch 2013 | loss: 0.0311503 | val_loss: 0.0311697 | Time: 1688.54 ms [2021-09-30 01:42:56 main:581] : INFO : Epoch 2014 | loss: 0.0311502 | val_loss: 0.0311629 | Time: 1751.29 ms [2021-09-30 01:42:57 main:581] : INFO : Epoch 2015 | loss: 0.0311546 | val_loss: 0.0311683 | Time: 1725.98 ms [2021-09-30 01:42:59 main:581] : INFO : Epoch 2016 | loss: 0.0311529 | val_loss: 0.031165 | Time: 1726.1 ms [2021-09-30 01:43:01 main:581] : INFO : Epoch 2017 | loss: 0.0311515 | val_loss: 0.0311773 | Time: 1726.4 ms [2021-09-30 01:43:03 main:581] : INFO : Epoch 2018 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 1726 ms [2021-09-30 01:43:04 main:581] : INFO : Epoch 2019 | loss: 0.0311565 | val_loss: 0.0311686 | Time: 1716.97 ms [2021-09-30 01:43:06 main:581] : INFO : Epoch 2020 | loss: 0.031155 | val_loss: 0.0311704 | Time: 1721.48 ms [2021-09-30 01:43:08 main:581] : INFO : Epoch 2021 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 1678.71 ms [2021-09-30 01:43:09 main:581] : INFO : Epoch 2022 | loss: 0.031153 | val_loss: 0.0311729 | Time: 1732.46 ms [2021-09-30 01:43:11 main:581] : INFO : Epoch 2023 | loss: 0.031155 | val_loss: 0.0311754 | Time: 1713.15 ms [2021-09-30 01:43:13 main:581] : INFO : Epoch 2024 | loss: 0.0311509 | val_loss: 0.031171 | Time: 1701.28 ms [2021-09-30 01:43:15 main:581] : INFO : Epoch 2025 | loss: 0.0311498 | val_loss: 0.0311736 | Time: 1737.22 ms [2021-09-30 01:43:16 main:581] : INFO : Epoch 2026 | loss: 0.031156 | val_loss: 0.0311704 | Time: 1696.99 ms [2021-09-30 01:43:18 main:581] : INFO : Epoch 2027 | loss: 0.0311555 | val_loss: 0.0311706 | Time: 1666.77 ms [2021-09-30 01:43:20 main:581] : INFO : Epoch 2028 | loss: 0.0311546 | val_loss: 0.0311698 | Time: 1722.23 ms [2021-09-30 01:43:21 main:581] : INFO : Epoch 2029 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 1715.46 ms [2021-09-30 01:43:23 main:581] : INFO : Epoch 2030 | loss: 0.0311546 | val_loss: 0.031171 | Time: 1730.25 ms [2021-09-30 01:43:25 main:581] : INFO : Epoch 2031 | loss: 0.0311509 | val_loss: 0.0311727 | Time: 1727.81 ms [2021-09-30 01:43:27 main:581] : INFO : Epoch 2032 | loss: 0.0311487 | val_loss: 0.0311733 | Time: 1704.9 ms [2021-09-30 01:43:28 main:581] : INFO : Epoch 2033 | loss: 0.0311486 | val_loss: 0.0311706 | Time: 1725.34 ms [2021-09-30 01:43:30 main:581] : INFO : Epoch 2034 | loss: 0.0311494 | val_loss: 0.0311738 | Time: 1739.04 ms [2021-09-30 01:43:32 main:581] : INFO : Epoch 2035 | loss: 0.0311491 | val_loss: 0.0311707 | Time: 1678.49 ms [2021-09-30 01:43:33 main:581] : INFO : Epoch 2036 | loss: 0.0311472 | val_loss: 0.0311683 | Time: 1723.3 ms [2021-09-30 01:43:35 main:581] : INFO : Epoch 2037 | loss: 0.03115 | val_loss: 0.0311752 | Time: 1711.95 ms [2021-09-30 01:43:37 main:581] : INFO : Epoch 2038 | loss: 0.0311479 | val_loss: 0.0311686 | Time: 1729.55 ms [2021-09-30 01:43:39 main:581] : INFO : Epoch 2039 | loss: 0.0311488 | val_loss: 0.0311781 | Time: 1718.83 ms [2021-09-30 01:43:40 main:581] : INFO : Epoch 2040 | loss: 0.0311493 | val_loss: 0.0311727 | Time: 1717.82 ms [2021-09-30 01:43:42 main:581] : INFO : Epoch 2041 | loss: 0.0311501 | val_loss: 0.0311679 | Time: 1722.42 ms [2021-09-30 01:43:44 main:581] : INFO : Epoch 2042 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 1719.65 ms [2021-09-30 01:43:45 main:581] : INFO : Epoch 2043 | loss: 0.0311553 | val_loss: 0.0311666 | Time: 1701.7 ms [2021-09-30 01:43:47 main:581] : INFO : Epoch 2044 | loss: 0.0311572 | val_loss: 0.0311648 | Time: 1720.58 ms [2021-09-30 01:43:49 main:581] : INFO : Epoch 2045 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 1702.46 ms [2021-09-30 01:43:51 main:581] : INFO : Epoch 2046 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 1717.89 ms [2021-09-30 01:43:52 main:581] : INFO : Epoch 2047 | loss: 0.0311534 | val_loss: 0.0311658 | Time: 1706.86 ms [2021-09-30 01:43:54 main:581] : INFO : Epoch 2048 | loss: 0.0311541 | val_loss: 0.0311667 | Time: 1719.2 ms [2021-09-30 01:43:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667 [2021-09-30 01:43:54 main:610] : INFO : Saving end state to config to file [2021-09-30 01:43:54 main:615] : INFO : Success, exiting.. 01:43:54 (418573): 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)