Task 10185721
| Name | ParityModified-1638639615-11759-2-0_0 |
| Workunit | 7552114 |
| Created | 25 Dec 2021, 18:40:35 UTC |
| Sent | 11 Jan 2022, 3:25:55 UTC |
| Report deadline | 19 Jan 2022, 3:25:55 UTC |
| Received | 11 Jan 2022, 18:32:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 32 sec |
| CPU time | 1 hours 40 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.72 GB |
| Peak swap size | 4.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2 main:574] : INFO : Epoch 1542 | loss: 0.0311625 | val_loss: 0.0311785 | Time: 1616.22 ms [2022-01-11 12:17:54 main:574] : INFO : Epoch 1543 | loss: 0.0311608 | val_loss: 0.0311792 | Time: 1592.41 ms [2022-01-11 12:17:55 main:574] : INFO : Epoch 1544 | loss: 0.0311595 | val_loss: 0.0311765 | Time: 1603.35 ms [2022-01-11 12:17:57 main:574] : INFO : Epoch 1545 | loss: 0.0311591 | val_loss: 0.0311764 | Time: 1547.92 ms [2022-01-11 12:17:58 main:574] : INFO : Epoch 1546 | loss: 0.0311586 | val_loss: 0.0311731 | Time: 1615.29 ms [2022-01-11 12:18:00 main:574] : INFO : Epoch 1547 | loss: 0.0311592 | val_loss: 0.0311765 | Time: 1572.83 ms [2022-01-11 12:18:02 main:574] : INFO : Epoch 1548 | loss: 0.0311586 | val_loss: 0.0311746 | Time: 1561.24 ms [2022-01-11 12:18:03 main:574] : INFO : Epoch 1549 | loss: 0.0311602 | val_loss: 0.0311815 | Time: 1590.69 ms [2022-01-11 12:18:05 main:574] : INFO : Epoch 1550 | loss: 0.0311594 | val_loss: 0.0311814 | Time: 1576.28 ms [2022-01-11 12:18:06 main:574] : INFO : Epoch 1551 | loss: 0.031158 | val_loss: 0.0311761 | Time: 1604.32 ms [2022-01-11 12:18:08 main:574] : INFO : Epoch 1552 | loss: 0.0311573 | val_loss: 0.0311762 | Time: 1592.21 ms [2022-01-11 12:18:10 main:574] : INFO : Epoch 1553 | loss: 0.0311548 | val_loss: 0.0311778 | Time: 1610.52 ms [2022-01-11 12:18:11 main:574] : INFO : Epoch 1554 | loss: 0.0311587 | val_loss: 0.0311777 | Time: 1560.22 ms [2022-01-11 12:18:13 main:574] : INFO : Epoch 1555 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 1604.88 ms [2022-01-11 12:18:14 main:574] : INFO : Epoch 1556 | loss: 0.0311595 | val_loss: 0.0311757 | Time: 1585.19 ms [2022-01-11 12:18:16 main:574] : INFO : Epoch 1557 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 1581.84 ms [2022-01-11 12:18:18 main:574] : INFO : Epoch 1558 | loss: 0.031158 | val_loss: 0.0311742 | Time: 1587.71 ms [2022-01-11 12:18:19 main:574] : INFO : Epoch 1559 | loss: 0.0311594 | val_loss: 0.0311729 | Time: 1636.91 ms [2022-01-11 12:18:21 main:574] : INFO : Epoch 1560 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 1621.45 ms [2022-01-11 12:18:22 main:574] : INFO : Epoch 1561 | loss: 0.0311562 | val_loss: 0.0311773 | Time: 1584.48 ms [2022-01-11 12:18:24 main:574] : INFO : Epoch 1562 | loss: 0.0311567 | val_loss: 0.0311734 | Time: 1612.26 ms [2022-01-11 12:18:26 main:574] : INFO : Epoch 1563 | loss: 0.0311541 | val_loss: 0.0311753 | Time: 1610.87 ms [2022-01-11 12:18:27 main:574] : INFO : Epoch 1564 | loss: 0.0311546 | val_loss: 0.0311762 | Time: 1553.53 ms [2022-01-11 12:18:29 main:574] : INFO : Epoch 1565 | loss: 0.031153 | val_loss: 0.0311749 | Time: 1584.29 ms [2022-01-11 12:18:30 main:574] : INFO : Epoch 1566 | loss: 0.0311523 | val_loss: 0.0311752 | Time: 1563.72 ms [2022-01-11 12:18:32 main:574] : INFO : Epoch 1567 | loss: 0.0311527 | val_loss: 0.0311754 | Time: 1552.96 ms [2022-01-11 12:18:33 main:574] : INFO : Epoch 1568 | loss: 0.0311512 | val_loss: 0.0311737 | Time: 1610.95 ms [2022-01-11 12:18:35 main:574] : INFO : Epoch 1569 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 1558.03 ms [2022-01-11 12:18:37 main:574] : INFO : Epoch 1570 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 1619.27 ms [2022-01-11 12:18:38 main:574] : INFO : Epoch 1571 | loss: 0.0311729 | val_loss: 0.0311744 | Time: 1578.57 ms [2022-01-11 12:18:40 main:574] : INFO : Epoch 1572 | loss: 0.0311703 | val_loss: 0.031176 | Time: 1523.28 ms [2022-01-11 12:18:41 main:574] : INFO : Epoch 1573 | loss: 0.0311702 | val_loss: 0.0311728 | Time: 1594.52 ms [2022-01-11 12:18:43 main:574] : INFO : Epoch 1574 | loss: 0.031169 | val_loss: 0.0311734 | Time: 1613.2 ms [2022-01-11 12:18:45 main:574] : INFO : Epoch 1575 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 1612.16 ms [2022-01-11 12:18:46 main:574] : INFO : Epoch 1576 | loss: 0.0311662 | val_loss: 0.031178 | Time: 1596.37 ms [2022-01-11 12:18:48 main:574] : INFO : Epoch 1577 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 1591.48 ms [2022-01-11 12:18:49 main:574] : INFO : Epoch 1578 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1598.87 ms [2022-01-11 12:18:51 main:574] : INFO : Epoch 1579 | loss: 0.0311672 | val_loss: 0.031176 | Time: 1623.83 ms [2022-01-11 12:18:53 main:574] : INFO : Epoch 1580 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 1618.5 ms [2022-01-11 12:18:54 main:574] : INFO : Epoch 1581 | loss: 0.031164 | val_loss: 0.0311748 | Time: 1624.37 ms [2022-01-11 12:18:56 main:574] : INFO : Epoch 1582 | loss: 0.0311637 | val_loss: 0.0311774 | Time: 1617.43 ms [2022-01-11 12:18:57 main:574] : INFO : Epoch 1583 | loss: 0.0311635 | val_loss: 0.0311753 | Time: 1580.94 ms [2022-01-11 12:18:59 main:574] : INFO : Epoch 1584 | loss: 0.031165 | val_loss: 0.0311771 | Time: 1575.28 ms [2022-01-11 12:19:01 main:574] : INFO : Epoch 1585 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 1565.83 ms [2022-01-11 12:19:02 main:574] : INFO : Epoch 1586 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 1600.9 ms [2022-01-11 12:19:04 main:574] : INFO : Epoch 1587 | loss: 0.0311659 | val_loss: 0.0311763 | Time: 1592.71 ms [2022-01-11 12:19:05 main:574] : INFO : Epoch 1588 | loss: 0.0311676 | val_loss: 0.031177 | Time: 1642.98 ms [2022-01-11 12:19:07 main:574] : INFO : Epoch 1589 | loss: 0.031166 | val_loss: 0.0311749 | Time: 1608.18 ms [2022-01-11 12:19:09 main:574] : INFO : Epoch 1590 | loss: 0.0311636 | val_loss: 0.0311742 | Time: 1568.63 ms [2022-01-11 12:19:10 main:574] : INFO : Epoch 1591 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 1570.45 ms [2022-01-11 12:19:12 main:574] : INFO : Epoch 1592 | loss: 0.0311634 | val_loss: 0.0311759 | Time: 1592.41 ms [2022-01-11 12:19:13 main:574] : INFO : Epoch 1593 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 1566.08 ms [2022-01-11 12:19:15 main:574] : INFO : Epoch 1594 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 1634.93 ms [2022-01-11 12:19:17 main:574] : INFO : Epoch 1595 | loss: 0.0311632 | val_loss: 0.031177 | Time: 1611.25 ms [2022-01-11 12:19:18 main:574] : INFO : Epoch 1596 | loss: 0.0311621 | val_loss: 0.031178 | Time: 1604.58 ms [2022-01-11 12:19:20 main:574] : INFO : Epoch 1597 | loss: 0.0311617 | val_loss: 0.0311767 | Time: 1621.96 ms [2022-01-11 12:19:21 main:574] : INFO : Epoch 1598 | loss: 0.031161 | val_loss: 0.031175 | Time: 1603.26 ms [2022-01-11 12:19:23 main:574] : INFO : Epoch 1599 | loss: 0.0311601 | val_loss: 0.0311754 | Time: 1609.88 ms [2022-01-11 12:19:25 main:574] : INFO : Epoch 1600 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 1608.44 ms [2022-01-11 12:19:26 main:574] : INFO : Epoch 1601 | loss: 0.031161 | val_loss: 0.0311765 | Time: 1622.08 ms [2022-01-11 12:19:28 main:574] : INFO : Epoch 1602 | loss: 0.031165 | val_loss: 0.0311747 | Time: 1558.84 ms [2022-01-11 12:19:29 main:574] : INFO : Epoch 1603 | loss: 0.0311662 | val_loss: 0.0311778 | Time: 1589.75 ms [2022-01-11 12:19:31 main:574] : INFO : Epoch 1604 | loss: 0.0311646 | val_loss: 0.031175 | Time: 1583.91 ms [2022-01-11 12:19:33 main:574] : INFO : Epoch 1605 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 1585.78 ms [2022-01-11 12:19:34 main:574] : INFO : Epoch 1606 | loss: 0.0311648 | val_loss: 0.0311836 | Time: 1610.49 ms [2022-01-11 12:19:36 main:574] : INFO : Epoch 1607 | loss: 0.0311768 | val_loss: 0.0311961 | Time: 1590.62 ms [2022-01-11 12:19:37 main:574] : INFO : Epoch 1608 | loss: 0.0318844 | val_loss: 0.0347448 | Time: 1580.82 ms [2022-01-11 12:19:39 main:574] : INFO : Epoch 1609 | loss: 0.0328101 | val_loss: 0.0315131 | Time: 1606.31 ms [2022-01-11 12:19:41 main:574] : INFO : Epoch 1610 | loss: 0.0313163 | val_loss: 0.0312227 | Time: 1606.56 ms [2022-01-11 12:19:42 main:574] : INFO : Epoch 1611 | loss: 0.0312301 | val_loss: 0.0311999 | Time: 1605.34 ms [2022-01-11 12:19:44 main:574] : INFO : Epoch 1612 | loss: 0.031196 | val_loss: 0.0311862 | Time: 1580.01 ms [2022-01-11 12:19:45 main:574] : INFO : Epoch 1613 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 1602.35 ms [2022-01-11 12:19:47 main:574] : INFO : Epoch 1614 | loss: 0.0311725 | val_loss: 0.0311764 | Time: 1625 ms [2022-01-11 12:19:49 main:574] : INFO : Epoch 1615 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 1610.41 ms [2022-01-11 12:19:50 main:574] : INFO : Epoch 1616 | loss: 0.0311682 | val_loss: 0.0311738 | Time: 1586.48 ms [2022-01-11 12:19:52 main:574] : INFO : Epoch 1617 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 1602.17 ms [2022-01-11 12:19:53 main:574] : INFO : Epoch 1618 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 1605.95 ms [2022-01-11 12:19:55 main:574] : INFO : Epoch 1619 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 1571.28 ms [2022-01-11 12:19:57 main:574] : INFO : Epoch 1620 | loss: 0.0311635 | val_loss: 0.031173 | Time: 1595.59 ms [2022-01-11 12:19:58 main:574] : INFO : Epoch 1621 | loss: 0.0311624 | val_loss: 0.0311711 | Time: 1585.83 ms [2022-01-11 12:20:00 main:574] : INFO : Epoch 1622 | loss: 0.0311623 | val_loss: 0.0311703 | Time: 1590.83 ms [2022-01-11 12:20:01 main:574] : INFO : Epoch 1623 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 1609.67 ms [2022-01-11 12:20:03 main:574] : INFO : Epoch 1624 | loss: 0.0311613 | val_loss: 0.0311787 | Time: 1607.09 ms [2022-01-11 12:20:05 main:574] : INFO : Epoch 1625 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 1611.75 ms [2022-01-11 12:20:06 main:574] : INFO : Epoch 1626 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 1588.33 ms [2022-01-11 12:20:08 main:574] : INFO : Epoch 1627 | loss: 0.0311622 | val_loss: 0.0311728 | Time: 1630.24 ms [2022-01-11 12:20:09 main:574] : INFO : Epoch 1628 | loss: 0.0311615 | val_loss: 0.0311789 | Time: 1585.75 ms [2022-01-11 12:20:11 main:574] : INFO : Epoch 1629 | loss: 0.031163 | val_loss: 0.0311749 | Time: 1562.74 ms [2022-01-11 12:20:13 main:574] : INFO : Epoch 1630 | loss: 0.0311619 | val_loss: 0.0311747 | Time: 1589.32 ms [2022-01-11 12:20:14 main:574] : INFO : Epoch 1631 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 1604.92 ms [2022-01-11 12:20:16 main:574] : INFO : Epoch 1632 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 1570.96 ms [2022-01-11 12:20:17 main:574] : INFO : Epoch 1633 | loss: 0.0311594 | val_loss: 0.0311743 | Time: 1604.8 ms [2022-01-11 12:20:19 main:574] : INFO : Epoch 1634 | loss: 0.0311595 | val_loss: 0.0311747 | Time: 1604.42 ms [2022-01-11 12:20:21 main:574] : INFO : Epoch 1635 | loss: 0.0311587 | val_loss: 0.0311728 | Time: 1558.53 ms [2022-01-11 12:20:22 main:574] : INFO : Epoch 1636 | loss: 0.0311605 | val_loss: 0.0311744 | Time: 1593.39 ms [2022-01-11 12:20:24 main:574] : INFO : Epoch 1637 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 1591.02 ms [2022-01-11 12:20:25 main:574] : INFO : Epoch 1638 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1553.03 ms [2022-01-11 12:20:27 main:574] : INFO : Epoch 1639 | loss: 0.0311576 | val_loss: 0.0311731 | Time: 1537.28 ms [2022-01-11 12:20:28 main:574] : INFO : Epoch 1640 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 1579.15 ms [2022-01-11 12:20:30 main:574] : INFO : Epoch 1641 | loss: 0.0311583 | val_loss: 0.0311752 | Time: 1558.66 ms [2022-01-11 12:20:32 main:574] : INFO : Epoch 1642 | loss: 0.0311602 | val_loss: 0.0311711 | Time: 1606.66 ms [2022-01-11 12:20:33 main:574] : INFO : Epoch 1643 | loss: 0.0311589 | val_loss: 0.0311719 | Time: 1600.68 ms [2022-01-11 12:20:35 main:574] : INFO : Epoch 1644 | loss: 0.0311584 | val_loss: 0.0311714 | Time: 1584.94 ms [2022-01-11 12:20:36 main:574] : INFO : Epoch 1645 | loss: 0.031157 | val_loss: 0.0311737 | Time: 1597.83 ms [2022-01-11 12:20:38 main:574] : INFO : Epoch 1646 | loss: 0.0311582 | val_loss: 0.0311719 | Time: 1590.48 ms [2022-01-11 12:20:40 main:574] : INFO : Epoch 1647 | loss: 0.0311583 | val_loss: 0.0311761 | Time: 1610.26 ms [2022-01-11 12:20:41 main:574] : INFO : Epoch 1648 | loss: 0.0311578 | val_loss: 0.0311747 | Time: 1613.37 ms [2022-01-11 12:20:43 main:574] : INFO : Epoch 1649 | loss: 0.0311571 | val_loss: 0.0311722 | Time: 1586.78 ms [2022-01-11 12:20:44 main:574] : INFO : Epoch 1650 | loss: 0.0311581 | val_loss: 0.0311735 | Time: 1551.7 ms [2022-01-11 12:20:46 main:574] : INFO : Epoch 1651 | loss: 0.0311594 | val_loss: 0.031174 | Time: 1595.36 ms [2022-01-11 12:20:48 main:574] : INFO : Epoch 1652 | loss: 0.0311588 | val_loss: 0.031175 | Time: 1612.33 ms [2022-01-11 12:20:49 main:574] : INFO : Epoch 1653 | loss: 0.0311585 | val_loss: 0.0311733 | Time: 1614.7 ms [2022-01-11 12:20:51 main:574] : INFO : Epoch 1654 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 1572.85 ms [2022-01-11 12:20:52 main:574] : INFO : Epoch 1655 | loss: 0.0311571 | val_loss: 0.0311737 | Time: 1623.43 ms [2022-01-11 12:20:54 main:574] : INFO : Epoch 1656 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 1588.78 ms [2022-01-11 12:20:56 main:574] : INFO : Epoch 1657 | loss: 0.0311594 | val_loss: 0.0311739 | Time: 1624.82 ms [2022-01-11 12:20:57 main:574] : INFO : Epoch 1658 | loss: 0.0311572 | val_loss: 0.0311734 | Time: 1566.03 ms [2022-01-11 12:20:59 main:574] : INFO : Epoch 1659 | loss: 0.0311568 | val_loss: 0.0311716 | Time: 1546.21 ms [2022-01-11 12:21:00 main:574] : INFO : Epoch 1660 | loss: 0.0311557 | val_loss: 0.0311716 | Time: 1596.35 ms [2022-01-11 12:21:02 main:574] : INFO : Epoch 1661 | loss: 0.0311557 | val_loss: 0.0311725 | Time: 1579.88 ms [2022-01-11 12:21:03 main:574] : INFO : Epoch 1662 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 1557.01 ms [2022-01-11 12:21:05 main:574] : INFO : Epoch 1663 | loss: 0.031157 | val_loss: 0.0311745 | Time: 1612.89 ms [2022-01-11 12:21:07 main:574] : INFO : Epoch 1664 | loss: 0.031156 | val_loss: 0.0311738 | Time: 1576.18 ms [2022-01-11 12:21:08 main:574] : INFO : Epoch 1665 | loss: 0.0311567 | val_loss: 0.0311735 | Time: 1622.71 ms [2022-01-11 12:21:10 main:574] : INFO : Epoch 1666 | loss: 0.0311548 | val_loss: 0.0311735 | Time: 1620.79 ms [2022-01-11 12:21:12 main:574] : INFO : Epoch 1667 | loss: 0.0311571 | val_loss: 0.0311755 | Time: 1588.22 ms [2022-01-11 12:21:13 main:574] : INFO : Epoch 1668 | loss: 0.0311582 | val_loss: 0.0311715 | Time: 1619.33 ms [2022-01-11 12:21:15 main:574] : INFO : Epoch 1669 | loss: 0.0311585 | val_loss: 0.0311728 | Time: 1581.34 ms [2022-01-11 12:21:16 main:574] : INFO : Epoch 1670 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 1611.6 ms [2022-01-11 12:21:18 main:574] : INFO : Epoch 1671 | loss: 0.031158 | val_loss: 0.0311732 | Time: 1587.71 ms [2022-01-11 12:21:20 main:574] : INFO : Epoch 1672 | loss: 0.0311561 | val_loss: 0.0311741 | Time: 1615.8 ms [2022-01-11 12:21:21 main:574] : INFO : Epoch 1673 | loss: 0.0311555 | val_loss: 0.0311738 | Time: 1620.65 ms [2022-01-11 12:21:23 main:574] : INFO : Epoch 1674 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 1617.36 ms [2022-01-11 12:21:24 main:574] : INFO : Epoch 1675 | loss: 0.0311577 | val_loss: 0.031175 | Time: 1632.1 ms [2022-01-11 12:21:26 main:574] : INFO : Epoch 1676 | loss: 0.0311571 | val_loss: 0.0311729 | Time: 1598.5 ms [2022-01-11 12:21:28 main:574] : INFO : Epoch 1677 | loss: 0.0311571 | val_loss: 0.0311763 | Time: 1596.62 ms [2022-01-11 12:21:29 main:574] : INFO : Epoch 1678 | loss: 0.0311567 | val_loss: 0.0311755 | Time: 1592.16 ms [2022-01-11 12:21:31 main:574] : INFO : Epoch 1679 | loss: 0.031157 | val_loss: 0.0311746 | Time: 1615.59 ms [2022-01-11 12:21:32 main:574] : INFO : Epoch 1680 | loss: 0.0311558 | val_loss: 0.0311764 | Time: 1555.46 ms [2022-01-11 12:21:34 main:574] : INFO : Epoch 1681 | loss: 0.0311565 | val_loss: 0.0311745 | Time: 1559.33 ms [2022-01-11 12:21:36 main:574] : INFO : Epoch 1682 | loss: 0.0311583 | val_loss: 0.0311812 | Time: 1621.36 ms [2022-01-11 12:21:37 main:574] : INFO : Epoch 1683 | loss: 0.031158 | val_loss: 0.0311738 | Time: 1608.14 ms [2022-01-11 12:21:39 main:574] : INFO : Epoch 1684 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 1597.5 ms [2022-01-11 12:21:40 main:574] : INFO : Epoch 1685 | loss: 0.0311565 | val_loss: 0.0311731 | Time: 1579.08 ms [2022-01-11 12:21:42 main:574] : INFO : Epoch 1686 | loss: 0.0311572 | val_loss: 0.0311757 | Time: 1605.94 ms [2022-01-11 12:21:44 main:574] : INFO : Epoch 1687 | loss: 0.0311612 | val_loss: 0.0311774 | Time: 1581.99 ms [2022-01-11 12:21:45 main:574] : INFO : Epoch 1688 | loss: 0.0311617 | val_loss: 0.031177 | Time: 1596.39 ms [2022-01-11 12:21:47 main:574] : INFO : Epoch 1689 | loss: 0.0311587 | val_loss: 0.0311792 | Time: 1590.42 ms [2022-01-11 12:21:48 main:574] : INFO : Epoch 1690 | loss: 0.0311606 | val_loss: 0.0311796 | Time: 1597.37 ms [2022-01-11 12:21:50 main:574] : INFO : Epoch 1691 | loss: 0.031162 | val_loss: 0.0311767 | Time: 1588.81 ms [2022-01-11 12:21:52 main:574] : INFO : Epoch 1692 | loss: 0.0311608 | val_loss: 0.031175 | Time: 1563.54 ms [2022-01-11 12:21:53 main:574] : INFO : Epoch 1693 | loss: 0.0311596 | val_loss: 0.0311733 | Time: 1570.4 ms [2022-01-11 12:21:55 main:574] : INFO : Epoch 1694 | loss: 0.0311601 | val_loss: 0.031174 | Time: 1582.18 ms [2022-01-11 12:21:56 main:574] : INFO : Epoch 1695 | loss: 0.0311593 | val_loss: 0.0311732 | Time: 1604.56 ms [2022-01-11 12:21:58 main:574] : INFO : Epoch 1696 | loss: 0.0311574 | val_loss: 0.031174 | Time: 1626.08 ms [2022-01-11 12:22:00 main:574] : INFO : Epoch 1697 | loss: 0.0311586 | val_loss: 0.031174 | Time: 1599.87 ms [2022-01-11 12:22:01 main:574] : INFO : Epoch 1698 | loss: 0.0311578 | val_loss: 0.0311752 | Time: 1610.02 ms [2022-01-11 12:22:03 main:574] : INFO : Epoch 1699 | loss: 0.0311586 | val_loss: 0.0311844 | Time: 1565.04 ms [2022-01-11 12:22:04 main:574] : INFO : Epoch 1700 | loss: 0.0311606 | val_loss: 0.0311781 | Time: 1568.14 ms [2022-01-11 12:22:06 main:574] : INFO : Epoch 1701 | loss: 0.0311588 | val_loss: 0.0311773 | Time: 1534.12 ms [2022-01-11 12:22:07 main:574] : INFO : Epoch 1702 | loss: 0.0311574 | val_loss: 0.0311741 | Time: 1554.62 ms [2022-01-11 12:22:09 main:574] : INFO : Epoch 1703 | loss: 0.0311576 | val_loss: 0.0311757 | Time: 1577.38 ms [2022-01-11 12:22:11 main:574] : INFO : Epoch 1704 | loss: 0.0311573 | val_loss: 0.0311751 | Time: 1621.1 ms [2022-01-11 12:22:12 main:574] : INFO : Epoch 1705 | loss: 0.0311562 | val_loss: 0.0311758 | Time: 1584.68 ms [2022-01-11 12:22:14 main:574] : INFO : Epoch 1706 | loss: 0.0311557 | val_loss: 0.0311761 | Time: 1611.6 ms [2022-01-11 12:22:15 main:574] : INFO : Epoch 1707 | loss: 0.0311561 | val_loss: 0.0311746 | Time: 1577.76 ms [2022-01-11 12:22:17 main:574] : INFO : Epoch 1708 | loss: 0.0311564 | val_loss: 0.0311757 | Time: 1564.66 ms [2022-01-11 12:22:18 main:574] : INFO : Epoch 1709 | loss: 0.0311556 | val_loss: 0.0311767 | Time: 1568.34 ms [2022-01-11 12:22:20 main:574] : INFO : Epoch 1710 | loss: 0.0311549 | val_loss: 0.0311754 | Time: 1613.49 ms [2022-01-11 12:22:22 main:574] : INFO : Epoch 1711 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 1608.93 ms [2022-01-11 12:22:23 main:574] : INFO : Epoch 1712 | loss: 0.0311559 | val_loss: 0.0311771 | Time: 1600.38 ms [2022-01-11 12:22:25 main:574] : INFO : Epoch 1713 | loss: 0.0311547 | val_loss: 0.0311811 | Time: 1629.12 ms [2022-01-11 12:22:27 main:574] : INFO : Epoch 1714 | loss: 0.0311574 | val_loss: 0.0311771 | Time: 1570.01 ms [2022-01-11 12:22:28 main:574] : INFO : Epoch 1715 | loss: 0.031158 | val_loss: 0.0311756 | Time: 1589.06 ms [2022-01-11 12:22:30 main:574] : INFO : Epoch 1716 | loss: 0.0311586 | val_loss: 0.0311793 | Time: 1615.53 ms [2022-01-11 12:22:31 main:574] : INFO : Epoch 1717 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 1621.02 ms [2022-01-11 12:22:33 main:574] : INFO : Epoch 1718 | loss: 0.0311563 | val_loss: 0.0311754 | Time: 1581.46 ms [2022-01-11 12:22:35 main:574] : INFO : Epoch 1719 | loss: 0.0311547 | val_loss: 0.031178 | Time: 1571.43 ms [2022-01-11 12:22:36 main:574] : INFO : Epoch 1720 | loss: 0.0311543 | val_loss: 0.0311773 | Time: 1569.75 ms [2022-01-11 12:22:38 main:574] : INFO : Epoch 1721 | loss: 0.0311544 | val_loss: 0.0311761 | Time: 1580.5 ms [2022-01-11 12:22:39 main:574] : INFO : Epoch 1722 | loss: 0.0311534 | val_loss: 0.0311781 | Time: 1594.85 ms [2022-01-11 12:22:41 main:574] : INFO : Epoch 1723 | loss: 0.0311546 | val_loss: 0.0311781 | Time: 1553.13 ms [2022-01-11 12:22:42 main:574] : INFO : Epoch 1724 | loss: 0.0311561 | val_loss: 0.031177 | Time: 1633.75 ms [2022-01-11 12:22:44 main:574] : INFO : Epoch 1725 | loss: 0.0311579 | val_loss: 0.0311847 | Time: 1629.65 ms [2022-01-11 12:22:46 main:574] : INFO : Epoch 1726 | loss: 0.031159 | val_loss: 0.0311764 | Time: 1609.96 ms [2022-01-11 12:22:47 main:574] : INFO : Epoch 1727 | loss: 0.0311562 | val_loss: 0.0311779 | Time: 1572.62 ms [2022-01-11 12:22:49 main:574] : INFO : Epoch 1728 | loss: 0.0311543 | val_loss: 0.0311777 | Time: 1602.22 ms [2022-01-11 12:22:50 main:574] : INFO : Epoch 1729 | loss: 0.0311541 | val_loss: 0.0311793 | Time: 1605.58 ms [2022-01-11 12:22:52 main:574] : INFO : Epoch 1730 | loss: 0.0311536 | val_loss: 0.0311779 | Time: 1563.35 ms [2022-01-11 12:22:54 main:574] : INFO : Epoch 1731 | loss: 0.0311553 | val_loss: 0.0311749 | Time: 1553.71 ms [2022-01-11 12:22:55 main:574] : INFO : Epoch 1732 | loss: 0.0311556 | val_loss: 0.0311766 | Time: 1610.88 ms [2022-01-11 12:22:57 main:574] : INFO : Epoch 1733 | loss: 0.031154 | val_loss: 0.0311768 | Time: 1589.83 ms [2022-01-11 12:22:58 main:574] : INFO : Epoch 1734 | loss: 0.0311539 | val_loss: 0.0311787 | Time: 1597.56 ms [2022-01-11 12:23:00 main:574] : INFO : Epoch 1735 | loss: 0.0311528 | val_loss: 0.0311804 | Time: 1598.03 ms [2022-01-11 12:23:02 main:574] : INFO : Epoch 1736 | loss: 0.0311531 | val_loss: 0.031175 | Time: 1619.18 ms [2022-01-11 12:23:03 main:574] : INFO : Epoch 1737 | loss: 0.0311534 | val_loss: 0.0311769 | Time: 1565.99 ms [2022-01-11 12:23:05 main:574] : INFO : Epoch 1738 | loss: 0.0311532 | val_loss: 0.0311759 | Time: 1561.86 ms [2022-01-11 12:23:06 main:574] : INFO : Epoch 1739 | loss: 0.0311514 | val_loss: 0.0311787 | Time: 1580.88 ms [2022-01-11 12:23:08 main:574] : INFO : Epoch 1740 | loss: 0.031153 | val_loss: 0.0311783 | Time: 1619.41 ms [2022-01-11 12:23:10 main:574] : INFO : Epoch 1741 | loss: 0.0311521 | val_loss: 0.0311793 | Time: 1611.55 ms [2022-01-11 12:23:11 main:574] : INFO : Epoch 1742 | loss: 0.031151 | val_loss: 0.0311767 | Time: 1605.72 ms [2022-01-11 12:23:13 main:574] : INFO : Epoch 1743 | loss: 0.0311516 | val_loss: 0.031183 | Time: 1603.54 ms [2022-01-11 12:23:14 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.0311795 | Time: 1591.98 ms [2022-01-11 12:23:16 main:574] : INFO : Epoch 1745 | loss: 0.0311646 | val_loss: 0.0311786 | Time: 1584.32 ms [2022-01-11 12:23:18 main:574] : INFO : Epoch 1746 | loss: 0.0311632 | val_loss: 0.0311837 | Time: 1602.14 ms [2022-01-11 12:23:19 main:574] : INFO : Epoch 1747 | loss: 0.0311629 | val_loss: 0.0311812 | Time: 1613.09 ms [2022-01-11 12:23:21 main:574] : INFO : Epoch 1748 | loss: 0.0311614 | val_loss: 0.0311802 | Time: 1566.96 ms [2022-01-11 12:23:22 main:574] : INFO : Epoch 1749 | loss: 0.0311603 | val_loss: 0.031181 | Time: 1605.11 ms [2022-01-11 12:23:24 main:574] : INFO : Epoch 1750 | loss: 0.0311613 | val_loss: 0.0311872 | Time: 1565.57 ms [2022-01-11 12:23:26 main:574] : INFO : Epoch 1751 | loss: 0.0311603 | val_loss: 0.0311804 | Time: 1583.43 ms [2022-01-11 12:23:27 main:574] : INFO : Epoch 1752 | loss: 0.0311597 | val_loss: 0.0311843 | Time: 1559.63 ms [2022-01-11 12:23:29 main:574] : INFO : Epoch 1753 | loss: 0.0311587 | val_loss: 0.031183 | Time: 1621.4 ms [2022-01-11 12:23:30 main:574] : INFO : Epoch 1754 | loss: 0.031161 | val_loss: 0.0311774 | Time: 1604.9 ms [2022-01-11 12:23:32 main:574] : INFO : Epoch 1755 | loss: 0.0311611 | val_loss: 0.0311767 | Time: 1571.05 ms [2022-01-11 12:23:33 main:574] : INFO : Epoch 1756 | loss: 0.0311594 | val_loss: 0.0311779 | Time: 1578.88 ms [2022-01-11 12:23:35 main:574] : INFO : Epoch 1757 | loss: 0.0311582 | val_loss: 0.0311775 | Time: 1597.15 ms [2022-01-11 12:23:37 main:574] : INFO : Epoch 1758 | loss: 0.031157 | val_loss: 0.0311779 | Time: 1632.76 ms [2022-01-11 12:23:38 main:574] : INFO : Epoch 1759 | loss: 0.0311565 | val_loss: 0.0311773 | Time: 1568.48 ms [2022-01-11 12:23:40 main:574] : INFO : Epoch 1760 | loss: 0.0311561 | val_loss: 0.0311784 | Time: 1594.99 ms [2022-01-11 12:23:41 main:574] : INFO : Epoch 1761 | loss: 0.0311558 | val_loss: 0.0311774 | Time: 1587.66 ms [2022-01-11 12:23:43 main:574] : INFO : Epoch 1762 | loss: 0.0311551 | val_loss: 0.0311774 | Time: 1597.56 ms [2022-01-11 12:23:45 main:574] : INFO : Epoch 1763 | loss: 0.0311543 | val_loss: 0.0311772 | Time: 1594.11 ms [2022-01-11 12:23:46 main:574] : INFO : Epoch 1764 | loss: 0.0311537 | val_loss: 0.0311753 | Time: 1605.07 ms [2022-01-11 12:23:48 main:574] : INFO : Epoch 1765 | loss: 0.0311541 | val_loss: 0.0311803 | Time: 1601.99 ms [2022-01-11 12:23:49 main:574] : INFO : Epoch 1766 | loss: 0.0311551 | val_loss: 0.0311777 | Time: 1615.33 ms [2022-01-11 12:23:51 main:574] : INFO : Epoch 1767 | loss: 0.0311557 | val_loss: 0.031178 | Time: 1623.73 ms [2022-01-11 12:23:53 main:574] : INFO : Epoch 1768 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 1624.01 ms [2022-01-11 12:23:54 main:574] : INFO : Epoch 1769 | loss: 0.0311538 | val_loss: 0.0311767 | Time: 1649.84 ms [2022-01-11 12:23:56 main:574] : INFO : Epoch 1770 | loss: 0.0311527 | val_loss: 0.0311772 | Time: 1561.64 ms [2022-01-11 12:23:58 main:574] : INFO : Epoch 1771 | loss: 0.0311538 | val_loss: 0.0311769 | Time: 1542.27 ms [2022-01-11 12:23:59 main:574] : INFO : Epoch 1772 | loss: 0.0311539 | val_loss: 0.0311771 | Time: 1599.64 ms [2022-01-11 12:24:01 main:574] : INFO : Epoch 1773 | loss: 0.0311548 | val_loss: 0.0311808 | Time: 1635.29 ms [2022-01-11 12:24:02 main:574] : INFO : Epoch 1774 | loss: 0.0311598 | val_loss: 0.03118 | Time: 1561.92 ms [2022-01-11 12:24:04 main:574] : INFO : Epoch 1775 | loss: 0.0311573 | val_loss: 0.0311817 | Time: 1595.77 ms [2022-01-11 12:24:06 main:574] : INFO : Epoch 1776 | loss: 0.0311559 | val_loss: 0.0311772 | Time: 1586.96 ms [2022-01-11 12:24:07 main:574] : INFO : Epoch 1777 | loss: 0.0311549 | val_loss: 0.0311797 | Time: 1603.5 ms [2022-01-11 12:24:09 main:574] : INFO : Epoch 1778 | loss: 0.0311542 | val_loss: 0.0311777 | Time: 1642.58 ms [2022-01-11 12:24:10 main:574] : INFO : Epoch 1779 | loss: 0.0311548 | val_loss: 0.0311789 | Time: 1600.76 ms [2022-01-11 12:24:12 main:574] : INFO : Epoch 1780 | loss: 0.0311539 | val_loss: 0.0311797 | Time: 1581.88 ms [2022-01-11 12:24:14 main:574] : INFO : Epoch 1781 | loss: 0.0311553 | val_loss: 0.031179 | Time: 1591.42 ms [2022-01-11 12:24:15 main:574] : INFO : Epoch 1782 | loss: 0.0311542 | val_loss: 0.0311822 | Time: 1568.83 ms [2022-01-11 12:24:17 main:574] : INFO : Epoch 1783 | loss: 0.0311547 | val_loss: 0.0311845 | Time: 1562.17 ms [2022-01-11 12:24:18 main:574] : INFO : Epoch 1784 | loss: 0.0311552 | val_loss: 0.0311827 | Time: 1562.63 ms [2022-01-11 12:24:20 main:574] : INFO : Epoch 1785 | loss: 0.0311557 | val_loss: 0.0311792 | Time: 1606.78 ms [2022-01-11 12:24:21 main:574] : INFO : Epoch 1786 | loss: 0.0311543 | val_loss: 0.0311788 | Time: 1611.73 ms [2022-01-11 12:24:23 main:574] : INFO : Epoch 1787 | loss: 0.0311529 | val_loss: 0.0311799 | Time: 1591.61 ms [2022-01-11 12:24:25 main:574] : INFO : Epoch 1788 | loss: 0.0311528 | val_loss: 0.0311804 | Time: 1584.86 ms [2022-01-11 12:24:26 main:574] : INFO : Epoch 1789 | loss: 0.0311536 | val_loss: 0.0311775 | Time: 1585.47 ms [2022-01-11 12:24:28 main:574] : INFO : Epoch 1790 | loss: 0.0311515 | val_loss: 0.0311784 | Time: 1597.46 ms [2022-01-11 12:24:29 main:574] : INFO : Epoch 1791 | loss: 0.0311512 | val_loss: 0.0311815 | Time: 1558.01 ms [2022-01-11 12:24:31 main:574] : INFO : Epoch 1792 | loss: 0.0311511 | val_loss: 0.0311852 | Time: 1592.93 ms [2022-01-11 12:24:33 main:574] : INFO : Epoch 1793 | loss: 0.0311544 | val_loss: 0.0311819 | Time: 1629.35 ms [2022-01-11 12:24:34 main:574] : INFO : Epoch 1794 | loss: 0.0311559 | val_loss: 0.0311808 | Time: 1592.27 ms [2022-01-11 12:24:36 main:574] : INFO : Epoch 1795 | loss: 0.0311527 | val_loss: 0.0311873 | Time: 1625.82 ms [2022-01-11 12:24:37 main:574] : INFO : Epoch 1796 | loss: 0.0311532 | val_loss: 0.0311835 | Time: 1576.61 ms [2022-01-11 12:24:39 main:574] : INFO : Epoch 1797 | loss: 0.0311509 | val_loss: 0.0311812 | Time: 1551.15 ms [2022-01-11 12:24:41 main:574] : INFO : Epoch 1798 | loss: 0.0311512 | val_loss: 0.031181 | Time: 1583.02 ms [2022-01-11 12:24:42 main:574] : INFO : Epoch 1799 | loss: 0.031151 | val_loss: 0.0311852 | Time: 1634.92 ms [2022-01-11 12:24:44 main:574] : INFO : Epoch 1800 | loss: 0.0311504 | val_loss: 0.0311822 | Time: 1563.5 ms [2022-01-11 12:24:45 main:574] : INFO : Epoch 1801 | loss: 0.0311498 | val_loss: 0.031179 | Time: 1573.53 ms [2022-01-11 12:24:47 main:574] : INFO : Epoch 1802 | loss: 0.0311527 | val_loss: 0.0311825 | Time: 1588.59 ms [2022-01-11 12:24:49 main:574] : INFO : Epoch 1803 | loss: 0.0311516 | val_loss: 0.0311787 | Time: 1572.41 ms [2022-01-11 12:24:50 main:574] : INFO : Epoch 1804 | loss: 0.0311512 | val_loss: 0.0311795 | Time: 1610.31 ms [2022-01-11 12:24:52 main:574] : INFO : Epoch 1805 | loss: 0.031151 | val_loss: 0.0311815 | Time: 1587.34 ms [2022-01-11 12:24:53 main:574] : INFO : Epoch 1806 | loss: 0.0311513 | val_loss: 0.0311796 | Time: 1599.5 ms [2022-01-11 12:24:55 main:574] : INFO : Epoch 1807 | loss: 0.0311495 | val_loss: 0.0311793 | Time: 1606.49 ms [2022-01-11 12:24:57 main:574] : INFO : Epoch 1808 | loss: 0.0311494 | val_loss: 0.031181 | Time: 1596.57 ms [2022-01-11 12:24:58 main:574] : INFO : Epoch 1809 | loss: 0.0311517 | val_loss: 0.0311839 | Time: 1589.04 ms [2022-01-11 12:25:00 main:574] : INFO : Epoch 1810 | loss: 0.0311519 | val_loss: 0.0311788 | Time: 1573.9 ms [2022-01-11 12:25:01 main:574] : INFO : Epoch 1811 | loss: 0.031151 | val_loss: 0.0311778 | Time: 1536.44 ms [2022-01-11 12:25:03 main:574] : INFO : Epoch 1812 | loss: 0.0311523 | val_loss: 0.0311854 | Time: 1545.73 ms [2022-01-11 12:25:04 main:574] : INFO : Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311804 | Time: 1583.56 ms [2022-01-11 12:25:06 main:574] : INFO : Epoch 1814 | loss: 0.0311536 | val_loss: 0.0311859 | Time: 1562.73 ms [2022-01-11 12:25:08 main:574] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.03118 | Time: 1590 ms [2022-01-11 12:25:09 main:574] : INFO : Epoch 1816 | loss: 0.0311602 | val_loss: 0.031183 | Time: 1603.04 ms [2022-01-11 12:25:11 main:574] : INFO : Epoch 1817 | loss: 0.0311574 | val_loss: 0.0311796 | Time: 1598.1 ms [2022-01-11 12:25:12 main:574] : INFO : Epoch 1818 | loss: 0.0311549 | val_loss: 0.0311813 | Time: 1586.04 ms [2022-01-11 12:25:14 main:574] : INFO : Epoch 1819 | loss: 0.0311583 | val_loss: 0.0311779 | Time: 1611.63 ms [2022-01-11 12:25:16 main:574] : INFO : Epoch 1820 | loss: 0.0311573 | val_loss: 0.0311787 | Time: 1598.61 ms [2022-01-11 12:25:17 main:574] : INFO : Epoch 1821 | loss: 0.0311577 | val_loss: 0.0311881 | Time: 1621.23 ms [2022-01-11 12:25:19 main:574] : INFO : Epoch 1822 | loss: 0.0311559 | val_loss: 0.0311802 | Time: 1604.56 ms [2022-01-11 12:25:20 main:574] : INFO : Epoch 1823 | loss: 0.0311538 | val_loss: 0.031182 | Time: 1622.93 ms [2022-01-11 12:25:22 main:574] : INFO : Epoch 1824 | loss: 0.0311532 | val_loss: 0.0311834 | Time: 1585.84 ms [2022-01-11 12:25:24 main:574] : INFO : Epoch 1825 | loss: 0.0311535 | val_loss: 0.0311849 | Time: 1570.82 ms [2022-01-11 12:25:25 main:574] : INFO : Epoch 1826 | loss: 0.0311523 | val_loss: 0.031182 | Time: 1627.99 ms [2022-01-11 12:25:27 main:574] : INFO : Epoch 1827 | loss: 0.0311521 | val_loss: 0.0311838 | Time: 1567.15 ms [2022-01-11 12:25:28 main:574] : INFO : Epoch 1828 | loss: 0.0311529 | val_loss: 0.0311814 | Time: 1588.59 ms [2022-01-11 12:25:30 main:574] : INFO : Epoch 1829 | loss: 0.0311521 | val_loss: 0.0311833 | Time: 1626.86 ms [2022-01-11 12:25:32 main:574] : INFO : Epoch 1830 | loss: 0.0311518 | val_loss: 0.0311855 | Time: 1570.28 ms [2022-01-11 12:25:33 main:574] : INFO : Epoch 1831 | loss: 0.031155 | val_loss: 0.0311869 | Time: 1577.59 ms [2022-01-11 12:25:35 main:574] : INFO : Epoch 1832 | loss: 0.0311537 | val_loss: 0.0311802 | Time: 1642.63 ms [2022-01-11 12:25:36 main:574] : INFO : Epoch 1833 | loss: 0.0311528 | val_loss: 0.0311805 | Time: 1570.44 ms [2022-01-11 12:25:38 main:574] : INFO : Epoch 1834 | loss: 0.0311517 | val_loss: 0.0311831 | Time: 1572 ms [2022-01-11 12:25:40 main:574] : INFO : Epoch 1835 | loss: 0.0311522 | val_loss: 0.03118 | Time: 1614.7 ms [2022-01-11 12:25:41 main:574] : INFO : Epoch 1836 | loss: 0.0311511 | val_loss: 0.0311859 | Time: 1563.64 ms [2022-01-11 12:25:43 main:574] : INFO : Epoch 1837 | loss: 0.0311508 | val_loss: 0.0311856 | Time: 1564.99 ms [2022-01-11 12:25:44 main:574] : INFO : Epoch 1838 | loss: 0.0311509 | val_loss: 0.0311855 | Time: 1612.98 ms [2022-01-11 12:25:46 main:574] : INFO : Epoch 1839 | loss: 0.0311522 | val_loss: 0.0311879 | Time: 1566.64 ms [2022-01-11 12:25:47 main:574] : INFO : Epoch 1840 | loss: 0.0311523 | val_loss: 0.0311806 | Time: 1579.44 ms [2022-01-11 12:25:49 main:574] : INFO : Epoch 1841 | loss: 0.0311511 | val_loss: 0.0311839 | Time: 1622.15 ms [2022-01-11 12:25:51 main:574] : INFO : Epoch 1842 | loss: 0.031151 | val_loss: 0.0311808 | Time: 1619.3 ms [2022-01-11 12:25:52 main:574] : INFO : Epoch 1843 | loss: 0.031151 | val_loss: 0.0311833 | Time: 1592.27 ms [2022-01-11 12:25:54 main:574] : INFO : Epoch 1844 | loss: 0.031151 | val_loss: 0.0311835 | Time: 1603.43 ms [2022-01-11 12:25:55 main:574] : INFO : Epoch 1845 | loss: 0.0311521 | val_loss: 0.0311826 | Time: 1595.71 ms [2022-01-11 12:25:57 main:574] : INFO : Epoch 1846 | loss: 0.0311493 | val_loss: 0.0311803 | Time: 1583.65 ms [2022-01-11 12:25:59 main:574] : INFO : Epoch 1847 | loss: 0.0311518 | val_loss: 0.0311849 | Time: 1586.07 ms [2022-01-11 12:26:00 main:574] : INFO : Epoch 1848 | loss: 0.0311503 | val_loss: 0.0311785 | Time: 1552.54 ms [2022-01-11 12:26:02 main:574] : INFO : Epoch 1849 | loss: 0.0311518 | val_loss: 0.0311835 | Time: 1577.44 ms [2022-01-11 12:26:03 main:574] : INFO : Epoch 1850 | loss: 0.03115 | val_loss: 0.0311794 | Time: 1623.53 ms [2022-01-11 12:26:05 main:574] : INFO : Epoch 1851 | loss: 0.0311496 | val_loss: 0.0311802 | Time: 1592.07 ms [2022-01-11 12:26:07 main:574] : INFO : Epoch 1852 | loss: 0.0311508 | val_loss: 0.0311807 | Time: 1632.12 ms [2022-01-11 12:26:08 main:574] : INFO : Epoch 1853 | loss: 0.0311496 | val_loss: 0.0311802 | Time: 1564.48 ms [2022-01-11 12:26:10 main:574] : INFO : Epoch 1854 | loss: 0.0311529 | val_loss: 0.0311804 | Time: 1553.5 ms [2022-01-11 12:26:11 main:574] : INFO : Epoch 1855 | loss: 0.0311535 | val_loss: 0.0311785 | Time: 1619.43 ms [2022-01-11 12:26:13 main:574] : INFO : Epoch 1856 | loss: 0.0311533 | val_loss: 0.0311776 | Time: 1581.3 ms [2022-01-11 12:26:15 main:574] : INFO : Epoch 1857 | loss: 0.0311544 | val_loss: 0.0311805 | Time: 1567.9 ms [2022-01-11 12:26:16 main:574] : INFO : Epoch 1858 | loss: 0.031155 | val_loss: 0.0311805 | Time: 1597.9 ms [2022-01-11 12:26:18 main:574] : INFO : Epoch 1859 | loss: 0.0311528 | val_loss: 0.0311789 | Time: 1583.17 ms [2022-01-11 12:26:19 main:574] : INFO : Epoch 1860 | loss: 0.0311529 | val_loss: 0.0311807 | Time: 1614.51 ms [2022-01-11 12:26:21 main:574] : INFO : Epoch 1861 | loss: 0.0311493 | val_loss: 0.0311785 | Time: 1589.54 ms [2022-01-11 12:26:23 main:574] : INFO : Epoch 1862 | loss: 0.0311499 | val_loss: 0.0311848 | Time: 1615.28 ms [2022-01-11 12:26:24 main:574] : INFO : Epoch 1863 | loss: 0.0311491 | val_loss: 0.0311791 | Time: 1589.4 ms [2022-01-11 12:26:26 main:574] : INFO : Epoch 1864 | loss: 0.0311488 | val_loss: 0.0311776 | Time: 1582.63 ms [2022-01-11 12:26:27 main:574] : INFO : Epoch 1865 | loss: 0.0311488 | val_loss: 0.0311836 | Time: 1539.56 ms [2022-01-11 12:26:29 main:574] : INFO : Epoch 1866 | loss: 0.0311517 | val_loss: 0.0311775 | Time: 1599 ms [2022-01-11 12:26:30 main:574] : INFO : Epoch 1867 | loss: 0.0311492 | val_loss: 0.031182 | Time: 1607.55 ms [2022-01-11 12:26:32 main:574] : INFO : Epoch 1868 | loss: 0.0311483 | val_loss: 0.0311806 | Time: 1578.78 ms [2022-01-11 12:26:34 main:574] : INFO : Epoch 1869 | loss: 0.0311485 | val_loss: 0.0311791 | Time: 1607.55 ms [2022-01-11 12:26:35 main:574] : INFO : Epoch 1870 | loss: 0.0311478 | val_loss: 0.0311785 | Time: 1593.72 ms [2022-01-11 12:26:37 main:574] : INFO : Epoch 1871 | loss: 0.031148 | val_loss: 0.031184 | Time: 1614.81 ms [2022-01-11 12:26:38 main:574] : INFO : Epoch 1872 | loss: 0.0311472 | val_loss: 0.0311785 | Time: 1579.58 ms [2022-01-11 12:26:40 main:574] : INFO : Epoch 1873 | loss: 0.0311475 | val_loss: 0.0311781 | Time: 1590.5 ms [2022-01-11 12:26:42 main:574] : INFO : Epoch 1874 | loss: 0.0311464 | val_loss: 0.0311813 | Time: 1601.73 ms [2022-01-11 12:26:43 main:574] : INFO : Epoch 1875 | loss: 0.0311458 | val_loss: 0.0311792 | Time: 1594.99 ms [2022-01-11 12:26:45 main:574] : INFO : Epoch 1876 | loss: 0.0311457 | val_loss: 0.0311827 | Time: 1556.17 ms [2022-01-11 12:26:46 main:574] : INFO : Epoch 1877 | loss: 0.0311459 | val_loss: 0.0311778 | Time: 1605.03 ms [2022-01-11 12:26:48 main:574] : INFO : Epoch 1878 | loss: 0.0311466 | val_loss: 0.0311783 | Time: 1580.57 ms [2022-01-11 12:26:50 main:574] : INFO : Epoch 1879 | loss: 0.031149 | val_loss: 0.0311796 | Time: 1618.31 ms [2022-01-11 12:26:51 main:574] : INFO : Epoch 1880 | loss: 0.03115 | val_loss: 0.0311772 | Time: 1620.08 ms [2022-01-11 12:26:53 main:574] : INFO : Epoch 1881 | loss: 0.0311505 | val_loss: 0.0311809 | Time: 1581.44 ms [2022-01-11 12:26:54 main:574] : INFO : Epoch 1882 | loss: 0.0311508 | val_loss: 0.0311783 | Time: 1572.44 ms [2022-01-11 12:26:56 main:574] : INFO : Epoch 1883 | loss: 0.0311508 | val_loss: 0.0311838 | Time: 1608.33 ms [2022-01-11 12:26:58 main:574] : INFO : Epoch 1884 | loss: 0.0311497 | val_loss: 0.0311811 | Time: 1594.07 ms [2022-01-11 12:26:59 main:574] : INFO : Epoch 1885 | loss: 0.0311487 | val_loss: 0.0311849 | Time: 1585.51 ms [2022-01-11 12:27:01 main:574] : INFO : Epoch 1886 | loss: 0.0311499 | val_loss: 0.0311804 | Time: 1546.78 ms [2022-01-11 12:27:02 main:574] : INFO : Epoch 1887 | loss: 0.0311534 | val_loss: 0.0311866 | Time: 1557.04 ms [2022-01-11 12:27:04 main:574] : INFO : Epoch 1888 | loss: 0.031149 | val_loss: 0.0311783 | Time: 1591.99 ms [2022-01-11 12:27:05 main:574] : INFO : Epoch 1889 | loss: 0.0311499 | val_loss: 0.0311841 | Time: 1569.1 ms [2022-01-11 12:27:07 main:574] : INFO : Epoch 1890 | loss: 0.0311493 | val_loss: 0.0311768 | Time: 1570.12 ms [2022-01-11 12:27:09 main:574] : INFO : Epoch 1891 | loss: 0.031148 | val_loss: 0.0311814 | Time: 1627.98 ms [2022-01-11 12:27:10 main:574] : INFO : Epoch 1892 | loss: 0.0311478 | val_loss: 0.0311787 | Time: 1558.86 ms [2022-01-11 12:27:12 main:574] : INFO : Epoch 1893 | loss: 0.0311476 | val_loss: 0.0311798 | Time: 1582.32 ms [2022-01-11 12:27:13 main:574] : INFO : Epoch 1894 | loss: 0.0311455 | val_loss: 0.0311813 | Time: 1632.51 ms [2022-01-11 12:27:15 main:574] : INFO : Epoch 1895 | loss: 0.0311464 | val_loss: 0.0311776 | Time: 1572.74 ms [2022-01-11 12:27:17 main:574] : INFO : Epoch 1896 | loss: 0.0311452 | val_loss: 0.0311809 | Time: 1575.96 ms [2022-01-11 12:27:18 main:574] : INFO : Epoch 1897 | loss: 0.0311463 | val_loss: 0.03118 | Time: 1587.47 ms [2022-01-11 12:27:20 main:574] : INFO : Epoch 1898 | loss: 0.0311452 | val_loss: 0.0311808 | Time: 1602.6 ms [2022-01-11 12:27:21 main:574] : INFO : Epoch 1899 | loss: 0.0311447 | val_loss: 0.0311842 | Time: 1635.05 ms [2022-01-11 12:27:23 main:574] : INFO : Epoch 1900 | loss: 0.0311463 | val_loss: 0.0311783 | Time: 1600.66 ms [2022-01-11 12:27:25 main:574] : INFO : Epoch 1901 | loss: 0.0311465 | val_loss: 0.0311861 | Time: 1538.34 ms [2022-01-11 12:27:26 main:574] : INFO : Epoch 1902 | loss: 0.0311491 | val_loss: 0.0311823 | Time: 1536.73 ms [2022-01-11 12:27:28 main:574] : INFO : Epoch 1903 | loss: 0.031145 | val_loss: 0.0311765 | Time: 1582.34 ms [2022-01-11 12:27:29 main:574] : INFO : Epoch 1904 | loss: 0.0311456 | val_loss: 0.0311781 | Time: 1559.47 ms [2022-01-11 12:27:31 main:574] : INFO : Epoch 1905 | loss: 0.0311459 | val_loss: 0.0311855 | Time: 1608.39 ms [2022-01-11 12:27:33 main:574] : INFO : Epoch 1906 | loss: 0.031146 | val_loss: 0.031182 | Time: 1605.23 ms [2022-01-11 12:27:34 main:574] : INFO : Epoch 1907 | loss: 0.0311463 | val_loss: 0.0311827 | Time: 1623.56 ms [2022-01-11 12:27:36 main:574] : INFO : Epoch 1908 | loss: 0.0311447 | val_loss: 0.031184 | Time: 1573.77 ms [2022-01-11 12:27:37 main:574] : INFO : Epoch 1909 | loss: 0.0311472 | val_loss: 0.0311838 | Time: 1576.76 ms [2022-01-11 12:27:39 main:574] : INFO : Epoch 1910 | loss: 0.0311503 | val_loss: 0.0311963 | Time: 1628.56 ms [2022-01-11 12:27:41 main:574] : INFO : Epoch 1911 | loss: 0.0311494 | val_loss: 0.0311824 | Time: 1591.22 ms [2022-01-11 12:27:42 main:574] : INFO : Epoch 1912 | loss: 0.0311519 | val_loss: 0.03119 | Time: 1607.61 ms [2022-01-11 12:27:44 main:574] : INFO : Epoch 1913 | loss: 0.0311551 | val_loss: 0.0311829 | Time: 1589.18 ms [2022-01-11 12:27:45 main:574] : INFO : Epoch 1914 | loss: 0.0311576 | val_loss: 0.0311822 | Time: 1579.68 ms [2022-01-11 12:27:47 main:574] : INFO : Epoch 1915 | loss: 0.0311555 | val_loss: 0.0311815 | Time: 1608.5 ms [2022-01-11 12:27:49 main:574] : INFO : Epoch 1916 | loss: 0.0311538 | val_loss: 0.0311819 | Time: 1650.38 ms [2022-01-11 12:27:50 main:574] : INFO : Epoch 1917 | loss: 0.031153 | val_loss: 0.0311776 | Time: 1596.7 ms [2022-01-11 12:27:52 main:574] : INFO : Epoch 1918 | loss: 0.0311521 | val_loss: 0.0311781 | Time: 1624.55 ms [2022-01-11 12:27:53 main:574] : INFO : Epoch 1919 | loss: 0.0311524 | val_loss: 0.0311757 | Time: 1604.25 ms [2022-01-11 12:27:55 main:574] : INFO : Epoch 1920 | loss: 0.0311531 | val_loss: 0.0311837 | Time: 1620.98 ms [2022-01-11 12:27:57 main:574] : INFO : Epoch 1921 | loss: 0.0311511 | val_loss: 0.0311795 | Time: 1605.72 ms [2022-01-11 12:27:58 main:574] : INFO : Epoch 1922 | loss: 0.0311502 | val_loss: 0.0311797 | Time: 1576.99 ms [2022-01-11 12:28:00 main:574] : INFO : Epoch 1923 | loss: 0.0311512 | val_loss: 0.0311812 | Time: 1611.76 ms [2022-01-11 12:28:01 main:574] : INFO : Epoch 1924 | loss: 0.0311506 | val_loss: 0.0311768 | Time: 1589.73 ms [2022-01-11 12:28:03 main:574] : INFO : Epoch 1925 | loss: 0.0311506 | val_loss: 0.0311807 | Time: 1625.69 ms [2022-01-11 12:28:05 main:574] : INFO : Epoch 1926 | loss: 0.0311524 | val_loss: 0.0311765 | Time: 1576.85 ms [2022-01-11 12:28:06 main:574] : INFO : Epoch 1927 | loss: 0.0311512 | val_loss: 0.0311767 | Time: 1603.39 ms [2022-01-11 12:28:08 main:574] : INFO : Epoch 1928 | loss: 0.0311503 | val_loss: 0.0311828 | Time: 1613.41 ms [2022-01-11 12:28:09 main:574] : INFO : Epoch 1929 | loss: 0.0311529 | val_loss: 0.0311785 | Time: 1568.74 ms [2022-01-11 12:28:11 main:574] : INFO : Epoch 1930 | loss: 0.0311523 | val_loss: 0.03118 | Time: 1588.4 ms [2022-01-11 12:28:13 main:574] : INFO : Epoch 1931 | loss: 0.0311514 | val_loss: 0.0311786 | Time: 1614.22 ms [2022-01-11 12:28:14 main:574] : INFO : Epoch 1932 | loss: 0.0311526 | val_loss: 0.0311791 | Time: 1546.18 ms [2022-01-11 12:28:16 main:574] : INFO : Epoch 1933 | loss: 0.0311522 | val_loss: 0.031179 | Time: 1587.25 ms [2022-01-11 12:28:17 main:574] : INFO : Epoch 1934 | loss: 0.0311508 | val_loss: 0.0311798 | Time: 1569.31 ms [2022-01-11 12:28:19 main:574] : INFO : Epoch 1935 | loss: 0.03115 | val_loss: 0.0311808 | Time: 1608.69 ms [2022-01-11 12:28:21 main:574] : INFO : Epoch 1936 | loss: 0.0311493 | val_loss: 0.0311806 | Time: 1613.12 ms [2022-01-11 12:28:22 main:574] : INFO : Epoch 1937 | loss: 0.0311513 | val_loss: 0.0311838 | Time: 1630.78 ms [2022-01-11 12:28:24 main:574] : INFO : Epoch 1938 | loss: 0.0311531 | val_loss: 0.0311861 | Time: 1604.51 ms [2022-01-11 12:28:25 main:574] : INFO : Epoch 1939 | loss: 0.0311547 | val_loss: 0.0311827 | Time: 1590.61 ms [2022-01-11 12:28:27 main:574] : INFO : Epoch 1940 | loss: 0.0311528 | val_loss: 0.031182 | Time: 1554.83 ms [2022-01-11 12:28:29 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311828 | Time: 1572.76 ms [2022-01-11 12:28:30 main:574] : INFO : Epoch 1942 | loss: 0.0311566 | val_loss: 0.0311787 | Time: 1546.47 ms [2022-01-11 12:28:32 main:574] : INFO : Epoch 1943 | loss: 0.0311559 | val_loss: 0.0311806 | Time: 1574.06 ms [2022-01-11 12:28:33 main:574] : INFO : Epoch 1944 | loss: 0.0311552 | val_loss: 0.0311837 | Time: 1575.23 ms [2022-01-11 12:28:35 main:574] : INFO : Epoch 1945 | loss: 0.0311552 | val_loss: 0.0311762 | Time: 1589.9 ms [2022-01-11 12:28:36 main:574] : INFO : Epoch 1946 | loss: 0.0311524 | val_loss: 0.0311793 | Time: 1596.88 ms [2022-01-11 12:28:38 main:574] : INFO : Epoch 1947 | loss: 0.0311521 | val_loss: 0.031177 | Time: 1638.01 ms [2022-01-11 12:28:40 main:574] : INFO : Epoch 1948 | loss: 0.0311523 | val_loss: 0.0311809 | Time: 1612.03 ms [2022-01-11 12:28:41 main:574] : INFO : Epoch 1949 | loss: 0.0311505 | val_loss: 0.0311768 | Time: 1582.86 ms [2022-01-11 12:28:43 main:574] : INFO : Epoch 1950 | loss: 0.0311505 | val_loss: 0.0311809 | Time: 1551.98 ms [2022-01-11 12:28:44 main:574] : INFO : Epoch 1951 | loss: 0.0311496 | val_loss: 0.0311825 | Time: 1578.08 ms [2022-01-11 12:28:46 main:574] : INFO : Epoch 1952 | loss: 0.03115 | val_loss: 0.0311869 | Time: 1571.81 ms [2022-01-11 12:28:48 main:574] : INFO : Epoch 1953 | loss: 0.0311478 | val_loss: 0.0311801 | Time: 1545.85 ms [2022-01-11 12:28:49 main:574] : INFO : Epoch 1954 | loss: 0.0311494 | val_loss: 0.0311852 | Time: 1630.59 ms [2022-01-11 12:28:51 main:574] : INFO : Epoch 1955 | loss: 0.0311533 | val_loss: 0.0311796 | Time: 1553.15 ms [2022-01-11 12:28:52 main:574] : INFO : Epoch 1956 | loss: 0.0311512 | val_loss: 0.0311801 | Time: 1550.06 ms [2022-01-11 12:28:54 main:574] : INFO : Epoch 1957 | loss: 0.0311492 | val_loss: 0.0311789 | Time: 1619.77 ms [2022-01-11 12:28:55 main:574] : INFO : Epoch 1958 | loss: 0.031151 | val_loss: 0.0311823 | Time: 1569.44 ms [2022-01-11 12:28:57 main:574] : INFO : Epoch 1959 | loss: 0.0311511 | val_loss: 0.0311753 | Time: 1609.06 ms [2022-01-11 12:28:59 main:574] : INFO : Epoch 1960 | loss: 0.031151 | val_loss: 0.0311759 | Time: 1603.12 ms [2022-01-11 12:29:00 main:574] : INFO : Epoch 1961 | loss: 0.0311528 | val_loss: 0.0311817 | Time: 1573.89 ms [2022-01-11 12:29:02 main:574] : INFO : Epoch 1962 | loss: 0.0311552 | val_loss: 0.0311791 | Time: 1579.47 ms [2022-01-11 12:29:03 main:574] : INFO : Epoch 1963 | loss: 0.0311514 | val_loss: 0.031182 | Time: 1580.31 ms [2022-01-11 12:29:05 main:574] : INFO : Epoch 1964 | loss: 0.0311537 | val_loss: 0.0311792 | Time: 1581.85 ms [2022-01-11 12:29:07 main:574] : INFO : Epoch 1965 | loss: 0.0311525 | val_loss: 0.0311762 | Time: 1601.09 ms [2022-01-11 12:29:08 main:574] : INFO : Epoch 1966 | loss: 0.0311504 | val_loss: 0.031177 | Time: 1580.66 ms [2022-01-11 12:29:10 main:574] : INFO : Epoch 1967 | loss: 0.0311507 | val_loss: 0.0311789 | Time: 1601.14 ms [2022-01-11 12:29:11 main:574] : INFO : Epoch 1968 | loss: 0.03115 | val_loss: 0.0311743 | Time: 1598.66 ms [2022-01-11 12:29:13 main:574] : INFO : Epoch 1969 | loss: 0.0311493 | val_loss: 0.0311778 | Time: 1615.66 ms [2022-01-11 12:29:15 main:574] : INFO : Epoch 1970 | loss: 0.0311512 | val_loss: 0.0311763 | Time: 1587.16 ms [2022-01-11 12:29:16 main:574] : INFO : Epoch 1971 | loss: 0.0311516 | val_loss: 0.0311776 | Time: 1577.46 ms [2022-01-11 12:29:18 main:574] : INFO : Epoch 1972 | loss: 0.0311499 | val_loss: 0.0311809 | Time: 1586.96 ms [2022-01-11 12:29:19 main:574] : INFO : Epoch 1973 | loss: 0.0311493 | val_loss: 0.0311748 | Time: 1608.4 ms [2022-01-11 12:29:21 main:574] : INFO : Epoch 1974 | loss: 0.0311485 | val_loss: 0.0311783 | Time: 1625.46 ms [2022-01-11 12:29:23 main:574] : INFO : Epoch 1975 | loss: 0.0311501 | val_loss: 0.0311787 | Time: 1640.69 ms [2022-01-11 12:29:24 main:574] : INFO : Epoch 1976 | loss: 0.0311519 | val_loss: 0.0311789 | Time: 1631.67 ms [2022-01-11 12:29:26 main:574] : INFO : Epoch 1977 | loss: 0.0311526 | val_loss: 0.0311784 | Time: 1600.39 ms [2022-01-11 12:29:27 main:574] : INFO : Epoch 1978 | loss: 0.0311492 | val_loss: 0.0311792 | Time: 1606.04 ms [2022-01-11 12:29:29 main:574] : INFO : Epoch 1979 | loss: 0.0311524 | val_loss: 0.0311773 | Time: 1604.3 ms [2022-01-11 12:29:31 main:574] : INFO : Epoch 1980 | loss: 0.0311528 | val_loss: 0.0311764 | Time: 1605.9 ms [2022-01-11 12:29:32 main:574] : INFO : Epoch 1981 | loss: 0.0311561 | val_loss: 0.0311753 | Time: 1552.65 ms [2022-01-11 12:29:34 main:574] : INFO : Epoch 1982 | loss: 0.0311539 | val_loss: 0.0311762 | Time: 1610.94 ms [2022-01-11 12:29:36 main:574] : INFO : Epoch 1983 | loss: 0.0311522 | val_loss: 0.0311748 | Time: 1635.39 ms [2022-01-11 12:29:37 main:574] : INFO : Epoch 1984 | loss: 0.031153 | val_loss: 0.0311781 | Time: 1657.59 ms [2022-01-11 12:29:39 main:574] : INFO : Epoch 1985 | loss: 0.0311518 | val_loss: 0.0311778 | Time: 1606.43 ms [2022-01-11 12:29:40 main:574] : INFO : Epoch 1986 | loss: 0.0311526 | val_loss: 0.0311782 | Time: 1620.49 ms [2022-01-11 12:29:42 main:574] : INFO : Epoch 1987 | loss: 0.0311532 | val_loss: 0.0311749 | Time: 1575.31 ms [2022-01-11 12:29:44 main:574] : INFO : Epoch 1988 | loss: 0.031153 | val_loss: 0.0311765 | Time: 1621.55 ms [2022-01-11 12:29:45 main:574] : INFO : Epoch 1989 | loss: 0.0311509 | val_loss: 0.0311759 | Time: 1622.84 ms [2022-01-11 12:29:47 main:574] : INFO : Epoch 1990 | loss: 0.0311513 | val_loss: 0.0311744 | Time: 1559.44 ms [2022-01-11 12:29:48 main:574] : INFO : Epoch 1991 | loss: 0.0311505 | val_loss: 0.0311737 | Time: 1576.24 ms [2022-01-11 12:29:50 main:574] : INFO : Epoch 1992 | loss: 0.031151 | val_loss: 0.0311722 | Time: 1578.63 ms [2022-01-11 12:29:52 main:574] : INFO : Epoch 1993 | loss: 0.0311499 | val_loss: 0.0311809 | Time: 1607.87 ms [2022-01-11 12:29:53 main:574] : INFO : Epoch 1994 | loss: 0.0311512 | val_loss: 0.0311781 | Time: 1599.31 ms [2022-01-11 12:29:55 main:574] : INFO : Epoch 1995 | loss: 0.0311498 | val_loss: 0.0311758 | Time: 1562.08 ms [2022-01-11 12:29:56 main:574] : INFO : Epoch 1996 | loss: 0.031149 | val_loss: 0.0311804 | Time: 1531.78 ms [2022-01-11 12:29:58 main:574] : INFO : Epoch 1997 | loss: 0.0311516 | val_loss: 0.031183 | Time: 1565.2 ms [2022-01-11 12:29:59 main:574] : INFO : Epoch 1998 | loss: 0.0311496 | val_loss: 0.0311746 | Time: 1605.64 ms [2022-01-11 12:30:01 main:574] : INFO : Epoch 1999 | loss: 0.0311492 | val_loss: 0.0311799 | Time: 1557.58 ms [2022-01-11 12:30:03 main:574] : INFO : Epoch 2000 | loss: 0.0311504 | val_loss: 0.0311776 | Time: 1540.44 ms [2022-01-11 12:30:04 main:574] : INFO : Epoch 2001 | loss: 0.0311518 | val_loss: 0.0311795 | Time: 1620.39 ms [2022-01-11 12:30:06 main:574] : INFO : Epoch 2002 | loss: 0.0311512 | val_loss: 0.031178 | Time: 1608.56 ms [2022-01-11 12:30:07 main:574] : INFO : Epoch 2003 | loss: 0.0311504 | val_loss: 0.031177 | Time: 1585.35 ms [2022-01-11 12:30:09 main:574] : INFO : Epoch 2004 | loss: 0.0311491 | val_loss: 0.031177 | Time: 1616.17 ms [2022-01-11 12:30:11 main:574] : INFO : Epoch 2005 | loss: 0.0311494 | val_loss: 0.031175 | Time: 1585.5 ms [2022-01-11 12:30:12 main:574] : INFO : Epoch 2006 | loss: 0.0311483 | val_loss: 0.0311803 | Time: 1582.43 ms [2022-01-11 12:30:14 main:574] : INFO : Epoch 2007 | loss: 0.0311488 | val_loss: 0.0311771 | Time: 1567.16 ms [2022-01-11 12:30:15 main:574] : INFO : Epoch 2008 | loss: 0.0311494 | val_loss: 0.0311776 | Time: 1570.4 ms [2022-01-11 12:30:17 main:574] : INFO : Epoch 2009 | loss: 0.0311491 | val_loss: 0.0311806 | Time: 1557.09 ms [2022-01-11 12:30:18 main:574] : INFO : Epoch 2010 | loss: 0.0311493 | val_loss: 0.0311765 | Time: 1589.5 ms [2022-01-11 12:30:20 main:574] : INFO : Epoch 2011 | loss: 0.0311485 | val_loss: 0.0311787 | Time: 1632.69 ms [2022-01-11 12:30:22 main:574] : INFO : Epoch 2012 | loss: 0.0311476 | val_loss: 0.031178 | Time: 1586.22 ms [2022-01-11 12:30:23 main:574] : INFO : Epoch 2013 | loss: 0.0311479 | val_loss: 0.0311757 | Time: 1617.79 ms [2022-01-11 12:30:25 main:574] : INFO : Epoch 2014 | loss: 0.0311481 | val_loss: 0.0311769 | Time: 1575.85 ms [2022-01-11 12:30:26 main:574] : INFO : Epoch 2015 | loss: 0.0311474 | val_loss: 0.0311766 | Time: 1615.95 ms [2022-01-11 12:30:28 main:574] : INFO : Epoch 2016 | loss: 0.0311479 | val_loss: 0.0311792 | Time: 1578.78 ms [2022-01-11 12:30:30 main:574] : INFO : Epoch 2017 | loss: 0.0311469 | val_loss: 0.031177 | Time: 1560.6 ms [2022-01-11 12:30:31 main:574] : INFO : Epoch 2018 | loss: 0.0311465 | val_loss: 0.0311777 | Time: 1572.26 ms [2022-01-11 12:30:33 main:574] : INFO : Epoch 2019 | loss: 0.0311459 | val_loss: 0.0311805 | Time: 1566.92 ms [2022-01-11 12:30:34 main:574] : INFO : Epoch 2020 | loss: 0.0311511 | val_loss: 0.031183 | Time: 1592.35 ms [2022-01-11 12:30:36 main:574] : INFO : Epoch 2021 | loss: 0.0311508 | val_loss: 0.0311827 | Time: 1619.23 ms [2022-01-11 12:30:38 main:574] : INFO : Epoch 2022 | loss: 0.0311506 | val_loss: 0.0311798 | Time: 1620.31 ms [2022-01-11 12:30:39 main:574] : INFO : Epoch 2023 | loss: 0.0311486 | val_loss: 0.0311793 | Time: 1613.3 ms [2022-01-11 12:30:41 main:574] : INFO : Epoch 2024 | loss: 0.0311472 | val_loss: 0.0311788 | Time: 1580.17 ms [2022-01-11 12:30:42 main:574] : INFO : Epoch 2025 | loss: 0.0311467 | val_loss: 0.0311792 | Time: 1590.56 ms [2022-01-11 12:30:44 main:574] : INFO : Epoch 2026 | loss: 0.0311488 | val_loss: 0.0311806 | Time: 1604.67 ms [2022-01-11 12:30:46 main:574] : INFO : Epoch 2027 | loss: 0.0311469 | val_loss: 0.0311771 | Time: 1562.84 ms [2022-01-11 12:30:47 main:574] : INFO : Epoch 2028 | loss: 0.031147 | val_loss: 0.031183 | Time: 1545.16 ms [2022-01-11 12:30:49 main:574] : INFO : Epoch 2029 | loss: 0.0311458 | val_loss: 0.0311818 | Time: 1613.38 ms [2022-01-11 12:30:50 main:574] : INFO : Epoch 2030 | loss: 0.0311458 | val_loss: 0.0311786 | Time: 1574.98 ms [2022-01-11 12:30:52 main:574] : INFO : Epoch 2031 | loss: 0.0311446 | val_loss: 0.0311797 | Time: 1586.38 ms [2022-01-11 12:30:54 main:574] : INFO : Epoch 2032 | loss: 0.0311439 | val_loss: 0.0311756 | Time: 1653.49 ms [2022-01-11 12:30:55 main:574] : INFO : Epoch 2033 | loss: 0.0311449 | val_loss: 0.0311801 | Time: 1592.04 ms [2022-01-11 12:30:57 main:574] : INFO : Epoch 2034 | loss: 0.0311448 | val_loss: 0.0311879 | Time: 1603.02 ms [2022-01-11 12:30:58 main:574] : INFO : Epoch 2035 | loss: 0.0311468 | val_loss: 0.031178 | Time: 1605.5 ms [2022-01-11 12:31:00 main:574] : INFO : Epoch 2036 | loss: 0.0311498 | val_loss: 0.0311798 | Time: 1544.13 ms [2022-01-11 12:31:01 main:574] : INFO : Epoch 2037 | loss: 0.0311491 | val_loss: 0.0311767 | Time: 1547.72 ms [2022-01-11 12:31:03 main:574] : INFO : Epoch 2038 | loss: 0.0311474 | val_loss: 0.0311749 | Time: 1557.84 ms [2022-01-11 12:31:05 main:574] : INFO : Epoch 2039 | loss: 0.0311462 | val_loss: 0.0311799 | Time: 1596.32 ms [2022-01-11 12:31:06 main:574] : INFO : Epoch 2040 | loss: 0.0311478 | val_loss: 0.031182 | Time: 1590.84 ms [2022-01-11 12:31:08 main:574] : INFO : Epoch 2041 | loss: 0.0311461 | val_loss: 0.031177 | Time: 1592.01 ms [2022-01-11 12:31:09 main:574] : INFO : Epoch 2042 | loss: 0.0311476 | val_loss: 0.0311765 | Time: 1633.19 ms [2022-01-11 12:31:11 main:574] : INFO : Epoch 2043 | loss: 0.0311456 | val_loss: 0.0311817 | Time: 1603.25 ms [2022-01-11 12:31:13 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311822 | Time: 1604.94 ms [2022-01-11 12:31:14 main:574] : INFO : Epoch 2045 | loss: 0.0311475 | val_loss: 0.0311777 | Time: 1568.69 ms [2022-01-11 12:31:16 main:574] : INFO : Epoch 2046 | loss: 0.0311519 | val_loss: 0.0311831 | Time: 1548.85 ms [2022-01-11 12:31:17 main:574] : INFO : Epoch 2047 | loss: 0.0311502 | val_loss: 0.0311814 | Time: 1549.72 ms [2022-01-11 12:31:19 main:574] : INFO : Epoch 2048 | loss: 0.031151 | val_loss: 0.0311846 | Time: 1562.68 ms [2022-01-11 12:31:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311846 [2022-01-11 12:31:19 main:603] : INFO : Saving end state to config to file [2022-01-11 12:31:19 main:608] : INFO : Success, exiting.. 12:31:19 (1508): 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)