Task 7640888
| Name | ParityModified-1631726140-11857-3_0 |
| Workunit | 5294277 |
| Created | 27 Sep 2021, 7:35:42 UTC |
| Sent | 3 Oct 2021, 20:00:56 UTC |
| Report deadline | 10 Oct 2021, 20:00:56 UTC |
| Received | 4 Oct 2021, 17:08:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15475 |
| Run time | 55 min 24 sec |
| CPU time | 55 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,876.52 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.44 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :22 main:581] : INFO : Epoch 1538 | loss: 0.0311253 | val_loss: 0.0311551 | Time: 1577.43 ms [2021-10-04 18:54:23 main:581] : INFO : Epoch 1539 | loss: 0.0311234 | val_loss: 0.031158 | Time: 1524.66 ms [2021-10-04 18:54:25 main:581] : INFO : Epoch 1540 | loss: 0.0311228 | val_loss: 0.0311563 | Time: 1515.22 ms [2021-10-04 18:54:26 main:581] : INFO : Epoch 1541 | loss: 0.0311231 | val_loss: 0.0311552 | Time: 1674.99 ms [2021-10-04 18:54:28 main:581] : INFO : Epoch 1542 | loss: 0.0311238 | val_loss: 0.0311558 | Time: 1585.76 ms [2021-10-04 18:54:30 main:581] : INFO : Epoch 1543 | loss: 0.0311223 | val_loss: 0.0311591 | Time: 1605.41 ms [2021-10-04 18:54:31 main:581] : INFO : Epoch 1544 | loss: 0.0311213 | val_loss: 0.0311567 | Time: 1700.1 ms [2021-10-04 18:54:33 main:581] : INFO : Epoch 1545 | loss: 0.0311399 | val_loss: 0.0311835 | Time: 1684.44 ms [2021-10-04 18:54:35 main:581] : INFO : Epoch 1546 | loss: 0.0343547 | val_loss: 0.035291 | Time: 1607.34 ms [2021-10-04 18:54:36 main:581] : INFO : Epoch 1547 | loss: 0.0808219 | val_loss: 0.0430383 | Time: 1659.19 ms [2021-10-04 18:54:38 main:581] : INFO : Epoch 1548 | loss: 0.0361518 | val_loss: 0.0336989 | Time: 1650.76 ms [2021-10-04 18:54:40 main:581] : INFO : Epoch 1549 | loss: 0.0320794 | val_loss: 0.0315092 | Time: 1687.1 ms [2021-10-04 18:54:41 main:581] : INFO : Epoch 1550 | loss: 0.0313765 | val_loss: 0.0313077 | Time: 1718.51 ms [2021-10-04 18:54:43 main:581] : INFO : Epoch 1551 | loss: 0.0312776 | val_loss: 0.0312621 | Time: 1678.52 ms [2021-10-04 18:54:45 main:581] : INFO : Epoch 1552 | loss: 0.0312526 | val_loss: 0.0312465 | Time: 1628.83 ms [2021-10-04 18:54:46 main:581] : INFO : Epoch 1553 | loss: 0.0312445 | val_loss: 0.0312414 | Time: 1710.05 ms [2021-10-04 18:54:48 main:581] : INFO : Epoch 1554 | loss: 0.0312405 | val_loss: 0.0312379 | Time: 1572.14 ms [2021-10-04 18:54:50 main:581] : INFO : Epoch 1555 | loss: 0.0312374 | val_loss: 0.0312345 | Time: 1690.82 ms [2021-10-04 18:54:51 main:581] : INFO : Epoch 1556 | loss: 0.0312345 | val_loss: 0.0312318 | Time: 1702.54 ms [2021-10-04 18:54:53 main:581] : INFO : Epoch 1557 | loss: 0.031232 | val_loss: 0.0312284 | Time: 1680.62 ms [2021-10-04 18:54:55 main:581] : INFO : Epoch 1558 | loss: 0.031229 | val_loss: 0.0312252 | Time: 1650.69 ms [2021-10-04 18:54:56 main:581] : INFO : Epoch 1559 | loss: 0.031226 | val_loss: 0.0312226 | Time: 1569.38 ms [2021-10-04 18:54:58 main:581] : INFO : Epoch 1560 | loss: 0.031223 | val_loss: 0.0312192 | Time: 1574.21 ms [2021-10-04 18:54:59 main:581] : INFO : Epoch 1561 | loss: 0.0312201 | val_loss: 0.0312162 | Time: 1578.19 ms [2021-10-04 18:55:01 main:581] : INFO : Epoch 1562 | loss: 0.0312174 | val_loss: 0.0312138 | Time: 1550.64 ms [2021-10-04 18:55:03 main:581] : INFO : Epoch 1563 | loss: 0.0312151 | val_loss: 0.0312111 | Time: 1610.23 ms [2021-10-04 18:55:04 main:581] : INFO : Epoch 1564 | loss: 0.0312128 | val_loss: 0.0312088 | Time: 1593.25 ms [2021-10-04 18:55:06 main:581] : INFO : Epoch 1565 | loss: 0.0312104 | val_loss: 0.0312065 | Time: 1585.8 ms [2021-10-04 18:55:07 main:581] : INFO : Epoch 1566 | loss: 0.0312086 | val_loss: 0.0312047 | Time: 1567.14 ms [2021-10-04 18:55:09 main:581] : INFO : Epoch 1567 | loss: 0.0312069 | val_loss: 0.0312029 | Time: 1622.67 ms [2021-10-04 18:55:11 main:581] : INFO : Epoch 1568 | loss: 0.0312054 | val_loss: 0.0312016 | Time: 1632.21 ms [2021-10-04 18:55:12 main:581] : INFO : Epoch 1569 | loss: 0.0312041 | val_loss: 0.0312001 | Time: 1619.43 ms [2021-10-04 18:55:14 main:581] : INFO : Epoch 1570 | loss: 0.0312027 | val_loss: 0.0311989 | Time: 1526.37 ms [2021-10-04 18:55:15 main:581] : INFO : Epoch 1571 | loss: 0.0312018 | val_loss: 0.031198 | Time: 1587.77 ms [2021-10-04 18:55:17 main:581] : INFO : Epoch 1572 | loss: 0.0312009 | val_loss: 0.0311976 | Time: 1612.15 ms [2021-10-04 18:55:19 main:581] : INFO : Epoch 1573 | loss: 0.0312004 | val_loss: 0.0311963 | Time: 1713.1 ms [2021-10-04 18:55:20 main:581] : INFO : Epoch 1574 | loss: 0.0311992 | val_loss: 0.0311955 | Time: 1599.1 ms [2021-10-04 18:55:22 main:581] : INFO : Epoch 1575 | loss: 0.0311984 | val_loss: 0.0311942 | Time: 1575.66 ms [2021-10-04 18:55:23 main:581] : INFO : Epoch 1576 | loss: 0.0311973 | val_loss: 0.0311933 | Time: 1629.55 ms [2021-10-04 18:55:25 main:581] : INFO : Epoch 1577 | loss: 0.0311963 | val_loss: 0.031193 | Time: 1648.95 ms [2021-10-04 18:55:27 main:581] : INFO : Epoch 1578 | loss: 0.031196 | val_loss: 0.031192 | Time: 1680.28 ms [2021-10-04 18:55:28 main:581] : INFO : Epoch 1579 | loss: 0.0311952 | val_loss: 0.0311913 | Time: 1608.89 ms [2021-10-04 18:55:30 main:581] : INFO : Epoch 1580 | loss: 0.0311947 | val_loss: 0.0311912 | Time: 1640.07 ms [2021-10-04 18:55:32 main:581] : INFO : Epoch 1581 | loss: 0.0311941 | val_loss: 0.0311908 | Time: 1615.96 ms [2021-10-04 18:55:33 main:581] : INFO : Epoch 1582 | loss: 0.0311935 | val_loss: 0.0311896 | Time: 1722.04 ms [2021-10-04 18:55:35 main:581] : INFO : Epoch 1583 | loss: 0.0311919 | val_loss: 0.0311883 | Time: 1695.07 ms [2021-10-04 18:55:37 main:581] : INFO : Epoch 1584 | loss: 0.031191 | val_loss: 0.0311872 | Time: 1731.97 ms [2021-10-04 18:55:38 main:581] : INFO : Epoch 1585 | loss: 0.0311898 | val_loss: 0.0311861 | Time: 1665.98 ms [2021-10-04 18:55:40 main:581] : INFO : Epoch 1586 | loss: 0.0311887 | val_loss: 0.0311844 | Time: 1685.7 ms [2021-10-04 18:55:42 main:581] : INFO : Epoch 1587 | loss: 0.0311879 | val_loss: 0.0311839 | Time: 1647.68 ms [2021-10-04 18:55:43 main:581] : INFO : Epoch 1588 | loss: 0.031187 | val_loss: 0.0311831 | Time: 1658.39 ms [2021-10-04 18:55:45 main:581] : INFO : Epoch 1589 | loss: 0.0311862 | val_loss: 0.0311828 | Time: 1653.15 ms [2021-10-04 18:55:47 main:581] : INFO : Epoch 1590 | loss: 0.0311858 | val_loss: 0.0311825 | Time: 1663.87 ms [2021-10-04 18:55:48 main:581] : INFO : Epoch 1591 | loss: 0.0311854 | val_loss: 0.0311819 | Time: 1606.42 ms [2021-10-04 18:55:50 main:581] : INFO : Epoch 1592 | loss: 0.0311852 | val_loss: 0.0311811 | Time: 1687.19 ms [2021-10-04 18:55:52 main:581] : INFO : Epoch 1593 | loss: 0.031184 | val_loss: 0.0311803 | Time: 1652.97 ms [2021-10-04 18:55:53 main:581] : INFO : Epoch 1594 | loss: 0.0311835 | val_loss: 0.0311794 | Time: 1629.75 ms [2021-10-04 18:55:55 main:581] : INFO : Epoch 1595 | loss: 0.0311823 | val_loss: 0.0311786 | Time: 1530.17 ms [2021-10-04 18:55:57 main:581] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311783 | Time: 1670.47 ms [2021-10-04 18:55:58 main:581] : INFO : Epoch 1597 | loss: 0.0311809 | val_loss: 0.0311789 | Time: 1634.52 ms [2021-10-04 18:56:00 main:581] : INFO : Epoch 1598 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 1583.23 ms [2021-10-04 18:56:01 main:581] : INFO : Epoch 1599 | loss: 0.0311798 | val_loss: 0.0311772 | Time: 1610.91 ms [2021-10-04 18:56:03 main:581] : INFO : Epoch 1600 | loss: 0.0311796 | val_loss: 0.0311772 | Time: 1508.35 ms [2021-10-04 18:56:05 main:581] : INFO : Epoch 1601 | loss: 0.0311792 | val_loss: 0.031177 | Time: 1654.9 ms [2021-10-04 18:56:06 main:581] : INFO : Epoch 1602 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1702.06 ms [2021-10-04 18:56:08 main:581] : INFO : Epoch 1603 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 1606.15 ms [2021-10-04 18:56:10 main:581] : INFO : Epoch 1604 | loss: 0.0311783 | val_loss: 0.0311768 | Time: 1727.74 ms [2021-10-04 18:56:11 main:581] : INFO : Epoch 1605 | loss: 0.0311782 | val_loss: 0.0311765 | Time: 1685.23 ms [2021-10-04 18:56:13 main:581] : INFO : Epoch 1606 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1690.55 ms [2021-10-04 18:56:15 main:581] : INFO : Epoch 1607 | loss: 0.0311775 | val_loss: 0.0311763 | Time: 1619.8 ms [2021-10-04 18:56:16 main:581] : INFO : Epoch 1608 | loss: 0.0311776 | val_loss: 0.0311764 | Time: 1627.47 ms [2021-10-04 18:56:18 main:581] : INFO : Epoch 1609 | loss: 0.031177 | val_loss: 0.031176 | Time: 1679.67 ms [2021-10-04 18:56:20 main:581] : INFO : Epoch 1610 | loss: 0.0311765 | val_loss: 0.0311755 | Time: 1636.78 ms [2021-10-04 18:56:21 main:581] : INFO : Epoch 1611 | loss: 0.0311762 | val_loss: 0.0311748 | Time: 1753.46 ms [2021-10-04 18:56:23 main:581] : INFO : Epoch 1612 | loss: 0.0311759 | val_loss: 0.031175 | Time: 1602.39 ms [2021-10-04 18:56:25 main:581] : INFO : Epoch 1613 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 1632.73 ms [2021-10-04 18:56:26 main:581] : INFO : Epoch 1614 | loss: 0.0311758 | val_loss: 0.0311749 | Time: 1663.71 ms [2021-10-04 18:56:28 main:581] : INFO : Epoch 1615 | loss: 0.031175 | val_loss: 0.0311747 | Time: 1728.49 ms [2021-10-04 18:56:30 main:581] : INFO : Epoch 1616 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 1612.8 ms [2021-10-04 18:56:31 main:581] : INFO : Epoch 1617 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 1658.01 ms [2021-10-04 18:56:33 main:581] : INFO : Epoch 1618 | loss: 0.0311744 | val_loss: 0.0311737 | Time: 1595.28 ms [2021-10-04 18:56:34 main:581] : INFO : Epoch 1619 | loss: 0.0311741 | val_loss: 0.0311731 | Time: 1665.65 ms [2021-10-04 18:56:36 main:581] : INFO : Epoch 1620 | loss: 0.0311741 | val_loss: 0.0311735 | Time: 1631.63 ms [2021-10-04 18:56:38 main:581] : INFO : Epoch 1621 | loss: 0.0311735 | val_loss: 0.0311724 | Time: 1642.35 ms [2021-10-04 18:56:39 main:581] : INFO : Epoch 1622 | loss: 0.0311727 | val_loss: 0.0311721 | Time: 1709.31 ms [2021-10-04 18:56:41 main:581] : INFO : Epoch 1623 | loss: 0.0311725 | val_loss: 0.031172 | Time: 1599.79 ms [2021-10-04 18:56:43 main:581] : INFO : Epoch 1624 | loss: 0.0311724 | val_loss: 0.0311729 | Time: 1563.14 ms [2021-10-04 18:56:44 main:581] : INFO : Epoch 1625 | loss: 0.0311725 | val_loss: 0.0311718 | Time: 1601.95 ms [2021-10-04 18:56:46 main:581] : INFO : Epoch 1626 | loss: 0.0311718 | val_loss: 0.0311713 | Time: 1560.5 ms [2021-10-04 18:56:47 main:581] : INFO : Epoch 1627 | loss: 0.0311716 | val_loss: 0.0311711 | Time: 1706.25 ms [2021-10-04 18:56:49 main:581] : INFO : Epoch 1628 | loss: 0.0311715 | val_loss: 0.0311712 | Time: 1617.34 ms [2021-10-04 18:56:51 main:581] : INFO : Epoch 1629 | loss: 0.0311711 | val_loss: 0.0311708 | Time: 1617.22 ms [2021-10-04 18:56:52 main:581] : INFO : Epoch 1630 | loss: 0.0311705 | val_loss: 0.0311705 | Time: 1631.22 ms [2021-10-04 18:56:54 main:581] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311711 | Time: 1609.34 ms [2021-10-04 18:56:56 main:581] : INFO : Epoch 1632 | loss: 0.0311706 | val_loss: 0.0311708 | Time: 1577.67 ms [2021-10-04 18:56:57 main:581] : INFO : Epoch 1633 | loss: 0.03117 | val_loss: 0.0311703 | Time: 1570.33 ms [2021-10-04 18:56:59 main:581] : INFO : Epoch 1634 | loss: 0.0311702 | val_loss: 0.0311705 | Time: 1663.61 ms [2021-10-04 18:57:00 main:581] : INFO : Epoch 1635 | loss: 0.0311697 | val_loss: 0.0311699 | Time: 1639.73 ms [2021-10-04 18:57:02 main:581] : INFO : Epoch 1636 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 1648.7 ms [2021-10-04 18:57:04 main:581] : INFO : Epoch 1637 | loss: 0.0311697 | val_loss: 0.0311702 | Time: 1677.93 ms [2021-10-04 18:57:05 main:581] : INFO : Epoch 1638 | loss: 0.031169 | val_loss: 0.0311697 | Time: 1688.12 ms [2021-10-04 18:57:07 main:581] : INFO : Epoch 1639 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 1652.41 ms [2021-10-04 18:57:09 main:581] : INFO : Epoch 1640 | loss: 0.0311678 | val_loss: 0.0311694 | Time: 1691.12 ms [2021-10-04 18:57:10 main:581] : INFO : Epoch 1641 | loss: 0.0311684 | val_loss: 0.0311689 | Time: 1728.32 ms [2021-10-04 18:57:12 main:581] : INFO : Epoch 1642 | loss: 0.0311681 | val_loss: 0.0311693 | Time: 1602.19 ms [2021-10-04 18:57:14 main:581] : INFO : Epoch 1643 | loss: 0.0311677 | val_loss: 0.0311693 | Time: 1594.76 ms [2021-10-04 18:57:15 main:581] : INFO : Epoch 1644 | loss: 0.0311672 | val_loss: 0.0311691 | Time: 1632.98 ms [2021-10-04 18:57:17 main:581] : INFO : Epoch 1645 | loss: 0.0311676 | val_loss: 0.0311695 | Time: 1631.35 ms [2021-10-04 18:57:19 main:581] : INFO : Epoch 1646 | loss: 0.031168 | val_loss: 0.0311694 | Time: 1673.55 ms [2021-10-04 18:57:20 main:581] : INFO : Epoch 1647 | loss: 0.0311675 | val_loss: 0.0311683 | Time: 1675.9 ms [2021-10-04 18:57:22 main:581] : INFO : Epoch 1648 | loss: 0.0311676 | val_loss: 0.0311684 | Time: 1673.47 ms [2021-10-04 18:57:24 main:581] : INFO : Epoch 1649 | loss: 0.0311669 | val_loss: 0.0311686 | Time: 1662.59 ms [2021-10-04 18:57:25 main:581] : INFO : Epoch 1650 | loss: 0.0311673 | val_loss: 0.0311687 | Time: 1596.93 ms [2021-10-04 18:57:27 main:581] : INFO : Epoch 1651 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 1668.26 ms [2021-10-04 18:57:29 main:581] : INFO : Epoch 1652 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 1614.38 ms [2021-10-04 18:57:30 main:581] : INFO : Epoch 1653 | loss: 0.0311663 | val_loss: 0.0311696 | Time: 1654.71 ms [2021-10-04 18:57:32 main:581] : INFO : Epoch 1654 | loss: 0.0311659 | val_loss: 0.0311681 | Time: 1565.22 ms [2021-10-04 18:57:33 main:581] : INFO : Epoch 1655 | loss: 0.0311657 | val_loss: 0.0311683 | Time: 1645.98 ms [2021-10-04 18:57:35 main:581] : INFO : Epoch 1656 | loss: 0.0311661 | val_loss: 0.0311673 | Time: 1576.28 ms [2021-10-04 18:57:37 main:581] : INFO : Epoch 1657 | loss: 0.0311659 | val_loss: 0.0311679 | Time: 1656.53 ms [2021-10-04 18:57:38 main:581] : INFO : Epoch 1658 | loss: 0.0311661 | val_loss: 0.0311677 | Time: 1601.61 ms [2021-10-04 18:57:40 main:581] : INFO : Epoch 1659 | loss: 0.0311667 | val_loss: 0.0311677 | Time: 1645.33 ms [2021-10-04 18:57:41 main:581] : INFO : Epoch 1660 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 1575.25 ms [2021-10-04 18:57:43 main:581] : INFO : Epoch 1661 | loss: 0.0311681 | val_loss: 0.0311686 | Time: 1610.98 ms [2021-10-04 18:57:45 main:581] : INFO : Epoch 1662 | loss: 0.0311691 | val_loss: 0.0311675 | Time: 1625.99 ms [2021-10-04 18:57:46 main:581] : INFO : Epoch 1663 | loss: 0.0311687 | val_loss: 0.0311667 | Time: 1645.39 ms [2021-10-04 18:57:48 main:581] : INFO : Epoch 1664 | loss: 0.0311674 | val_loss: 0.0311668 | Time: 1614.54 ms [2021-10-04 18:57:50 main:581] : INFO : Epoch 1665 | loss: 0.0311672 | val_loss: 0.0311671 | Time: 1630.3 ms [2021-10-04 18:57:51 main:581] : INFO : Epoch 1666 | loss: 0.0311667 | val_loss: 0.0311669 | Time: 1662.09 ms [2021-10-04 18:57:53 main:581] : INFO : Epoch 1667 | loss: 0.0311664 | val_loss: 0.0311667 | Time: 1651.84 ms [2021-10-04 18:57:55 main:581] : INFO : Epoch 1668 | loss: 0.0311659 | val_loss: 0.0311662 | Time: 1665.92 ms [2021-10-04 18:57:56 main:581] : INFO : Epoch 1669 | loss: 0.0311659 | val_loss: 0.0311658 | Time: 1667.16 ms [2021-10-04 18:57:58 main:581] : INFO : Epoch 1670 | loss: 0.0311654 | val_loss: 0.031166 | Time: 1542.84 ms [2021-10-04 18:57:59 main:581] : INFO : Epoch 1671 | loss: 0.0311661 | val_loss: 0.0311668 | Time: 1623.71 ms [2021-10-04 18:58:01 main:581] : INFO : Epoch 1672 | loss: 0.0311652 | val_loss: 0.0311647 | Time: 1589.8 ms [2021-10-04 18:58:03 main:581] : INFO : Epoch 1673 | loss: 0.0311649 | val_loss: 0.031165 | Time: 1567.28 ms [2021-10-04 18:58:04 main:581] : INFO : Epoch 1674 | loss: 0.0311648 | val_loss: 0.0311652 | Time: 1622.44 ms [2021-10-04 18:58:06 main:581] : INFO : Epoch 1675 | loss: 0.0311647 | val_loss: 0.0311645 | Time: 1688.75 ms [2021-10-04 18:58:07 main:581] : INFO : Epoch 1676 | loss: 0.0311639 | val_loss: 0.0311647 | Time: 1547.45 ms [2021-10-04 18:58:09 main:581] : INFO : Epoch 1677 | loss: 0.0311632 | val_loss: 0.0311644 | Time: 1610.82 ms [2021-10-04 18:58:11 main:581] : INFO : Epoch 1678 | loss: 0.0311631 | val_loss: 0.0311656 | Time: 1604.9 ms [2021-10-04 18:58:12 main:581] : INFO : Epoch 1679 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1583.74 ms [2021-10-04 18:58:14 main:581] : INFO : Epoch 1680 | loss: 0.0311623 | val_loss: 0.0311645 | Time: 1690.93 ms [2021-10-04 18:58:16 main:581] : INFO : Epoch 1681 | loss: 0.0311625 | val_loss: 0.0311642 | Time: 1658.59 ms [2021-10-04 18:58:17 main:581] : INFO : Epoch 1682 | loss: 0.0311621 | val_loss: 0.0311647 | Time: 1640.15 ms [2021-10-04 18:58:19 main:581] : INFO : Epoch 1683 | loss: 0.0311624 | val_loss: 0.0311636 | Time: 1649.78 ms [2021-10-04 18:58:21 main:581] : INFO : Epoch 1684 | loss: 0.0311618 | val_loss: 0.0311636 | Time: 1651.57 ms [2021-10-04 18:58:22 main:581] : INFO : Epoch 1685 | loss: 0.0311617 | val_loss: 0.0311634 | Time: 1636.82 ms [2021-10-04 18:58:24 main:581] : INFO : Epoch 1686 | loss: 0.0311634 | val_loss: 0.0311638 | Time: 1656.95 ms [2021-10-04 18:58:25 main:581] : INFO : Epoch 1687 | loss: 0.0311632 | val_loss: 0.0311643 | Time: 1646.65 ms [2021-10-04 18:58:27 main:581] : INFO : Epoch 1688 | loss: 0.0311626 | val_loss: 0.0311641 | Time: 1615.36 ms [2021-10-04 18:58:29 main:581] : INFO : Epoch 1689 | loss: 0.0311628 | val_loss: 0.0311636 | Time: 1515.83 ms [2021-10-04 18:58:30 main:581] : INFO : Epoch 1690 | loss: 0.031163 | val_loss: 0.031164 | Time: 1566.23 ms [2021-10-04 18:58:32 main:581] : INFO : Epoch 1691 | loss: 0.031163 | val_loss: 0.0311674 | Time: 1566.18 ms [2021-10-04 18:58:33 main:581] : INFO : Epoch 1692 | loss: 0.031163 | val_loss: 0.0311647 | Time: 1629.23 ms [2021-10-04 18:58:35 main:581] : INFO : Epoch 1693 | loss: 0.0311626 | val_loss: 0.0311647 | Time: 1647.48 ms [2021-10-04 18:58:37 main:581] : INFO : Epoch 1694 | loss: 0.0311624 | val_loss: 0.031164 | Time: 1581.69 ms [2021-10-04 18:58:38 main:581] : INFO : Epoch 1695 | loss: 0.0311617 | val_loss: 0.0311643 | Time: 1516.02 ms [2021-10-04 18:58:40 main:581] : INFO : Epoch 1696 | loss: 0.0311618 | val_loss: 0.0311639 | Time: 1532.96 ms [2021-10-04 18:58:41 main:581] : INFO : Epoch 1697 | loss: 0.0311607 | val_loss: 0.0311636 | Time: 1610.38 ms [2021-10-04 18:58:43 main:581] : INFO : Epoch 1698 | loss: 0.0311609 | val_loss: 0.0311636 | Time: 1643 ms [2021-10-04 18:58:44 main:581] : INFO : Epoch 1699 | loss: 0.0311615 | val_loss: 0.0311653 | Time: 1571.87 ms [2021-10-04 18:58:46 main:581] : INFO : Epoch 1700 | loss: 0.0311612 | val_loss: 0.0311651 | Time: 1561.88 ms [2021-10-04 18:58:48 main:581] : INFO : Epoch 1701 | loss: 0.0311611 | val_loss: 0.0311643 | Time: 1567.94 ms [2021-10-04 18:58:49 main:581] : INFO : Epoch 1702 | loss: 0.0311601 | val_loss: 0.0311648 | Time: 1691.66 ms [2021-10-04 18:58:51 main:581] : INFO : Epoch 1703 | loss: 0.0311606 | val_loss: 0.0311654 | Time: 1571.44 ms [2021-10-04 18:58:52 main:581] : INFO : Epoch 1704 | loss: 0.0311603 | val_loss: 0.0311661 | Time: 1631.01 ms [2021-10-04 18:58:54 main:581] : INFO : Epoch 1705 | loss: 0.0311595 | val_loss: 0.0311642 | Time: 1636.19 ms [2021-10-04 18:58:56 main:581] : INFO : Epoch 1706 | loss: 0.0311591 | val_loss: 0.0311647 | Time: 1698.39 ms [2021-10-04 18:58:57 main:581] : INFO : Epoch 1707 | loss: 0.031159 | val_loss: 0.0311644 | Time: 1602.75 ms [2021-10-04 18:58:59 main:581] : INFO : Epoch 1708 | loss: 0.0311586 | val_loss: 0.0311648 | Time: 1634.7 ms [2021-10-04 18:59:01 main:581] : INFO : Epoch 1709 | loss: 0.0311582 | val_loss: 0.0311646 | Time: 1631.19 ms [2021-10-04 18:59:02 main:581] : INFO : Epoch 1710 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 1659.15 ms [2021-10-04 18:59:04 main:581] : INFO : Epoch 1711 | loss: 0.0311587 | val_loss: 0.0311646 | Time: 1701.6 ms [2021-10-04 18:59:06 main:581] : INFO : Epoch 1712 | loss: 0.0311584 | val_loss: 0.031164 | Time: 1656.91 ms [2021-10-04 18:59:07 main:581] : INFO : Epoch 1713 | loss: 0.0311578 | val_loss: 0.0311641 | Time: 1636.43 ms [2021-10-04 18:59:09 main:581] : INFO : Epoch 1714 | loss: 0.031158 | val_loss: 0.031165 | Time: 1641.17 ms [2021-10-04 18:59:11 main:581] : INFO : Epoch 1715 | loss: 0.0311584 | val_loss: 0.0311651 | Time: 1621.3 ms [2021-10-04 18:59:12 main:581] : INFO : Epoch 1716 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1728.11 ms [2021-10-04 18:59:14 main:581] : INFO : Epoch 1717 | loss: 0.0311595 | val_loss: 0.0311637 | Time: 1663.27 ms [2021-10-04 18:59:16 main:581] : INFO : Epoch 1718 | loss: 0.0311615 | val_loss: 0.0311639 | Time: 1678.21 ms [2021-10-04 18:59:17 main:581] : INFO : Epoch 1719 | loss: 0.0311617 | val_loss: 0.0311644 | Time: 1637.81 ms [2021-10-04 18:59:19 main:581] : INFO : Epoch 1720 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 1654.4 ms [2021-10-04 18:59:21 main:581] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311638 | Time: 1637.19 ms [2021-10-04 18:59:22 main:581] : INFO : Epoch 1722 | loss: 0.0311607 | val_loss: 0.031164 | Time: 1582.57 ms [2021-10-04 18:59:24 main:581] : INFO : Epoch 1723 | loss: 0.0311598 | val_loss: 0.0311636 | Time: 1618.12 ms [2021-10-04 18:59:25 main:581] : INFO : Epoch 1724 | loss: 0.031159 | val_loss: 0.0311639 | Time: 1609.1 ms [2021-10-04 18:59:27 main:581] : INFO : Epoch 1725 | loss: 0.0311592 | val_loss: 0.0311632 | Time: 1554.46 ms [2021-10-04 18:59:29 main:581] : INFO : Epoch 1726 | loss: 0.0311586 | val_loss: 0.0311655 | Time: 1705.56 ms [2021-10-04 18:59:30 main:581] : INFO : Epoch 1727 | loss: 0.0311603 | val_loss: 0.0311623 | Time: 1667.56 ms [2021-10-04 18:59:32 main:581] : INFO : Epoch 1728 | loss: 0.0311588 | val_loss: 0.0311627 | Time: 1599.83 ms [2021-10-04 18:59:33 main:581] : INFO : Epoch 1729 | loss: 0.031158 | val_loss: 0.031161 | Time: 1416.73 ms [2021-10-04 18:59:35 main:581] : INFO : Epoch 1730 | loss: 0.0311593 | val_loss: 0.0311615 | Time: 1559.05 ms [2021-10-04 18:59:37 main:581] : INFO : Epoch 1731 | loss: 0.0311594 | val_loss: 0.0311623 | Time: 1612.61 ms [2021-10-04 18:59:38 main:581] : INFO : Epoch 1732 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 1621.13 ms [2021-10-04 18:59:40 main:581] : INFO : Epoch 1733 | loss: 0.031158 | val_loss: 0.0311614 | Time: 1527.97 ms [2021-10-04 18:59:41 main:581] : INFO : Epoch 1734 | loss: 0.0311572 | val_loss: 0.0311609 | Time: 1651.8 ms [2021-10-04 18:59:43 main:581] : INFO : Epoch 1735 | loss: 0.031157 | val_loss: 0.0311612 | Time: 1558.37 ms [2021-10-04 18:59:44 main:581] : INFO : Epoch 1736 | loss: 0.0311572 | val_loss: 0.0311622 | Time: 1579.51 ms [2021-10-04 18:59:46 main:581] : INFO : Epoch 1737 | loss: 0.0311569 | val_loss: 0.0311602 | Time: 1597.05 ms [2021-10-04 18:59:48 main:581] : INFO : Epoch 1738 | loss: 0.0311576 | val_loss: 0.0311632 | Time: 1520.53 ms [2021-10-04 18:59:49 main:581] : INFO : Epoch 1739 | loss: 0.0311564 | val_loss: 0.031161 | Time: 1607.38 ms [2021-10-04 18:59:51 main:581] : INFO : Epoch 1740 | loss: 0.0311561 | val_loss: 0.0311619 | Time: 1632.67 ms [2021-10-04 18:59:52 main:581] : INFO : Epoch 1741 | loss: 0.0311558 | val_loss: 0.0311603 | Time: 1603.17 ms [2021-10-04 18:59:54 main:581] : INFO : Epoch 1742 | loss: 0.0311558 | val_loss: 0.0311617 | Time: 1615.7 ms [2021-10-04 18:59:56 main:581] : INFO : Epoch 1743 | loss: 0.0311565 | val_loss: 0.0311653 | Time: 1632.48 ms [2021-10-04 18:59:57 main:581] : INFO : Epoch 1744 | loss: 0.0311572 | val_loss: 0.031161 | Time: 1682.48 ms [2021-10-04 18:59:59 main:581] : INFO : Epoch 1745 | loss: 0.0311556 | val_loss: 0.0311614 | Time: 1666.49 ms [2021-10-04 19:00:01 main:581] : INFO : Epoch 1746 | loss: 0.0311577 | val_loss: 0.0311609 | Time: 1628.5 ms [2021-10-04 19:00:02 main:581] : INFO : Epoch 1747 | loss: 0.0311572 | val_loss: 0.031164 | Time: 1704.44 ms [2021-10-04 19:00:04 main:581] : INFO : Epoch 1748 | loss: 0.0311585 | val_loss: 0.0311616 | Time: 1636.17 ms [2021-10-04 19:00:06 main:581] : INFO : Epoch 1749 | loss: 0.0311604 | val_loss: 0.0311608 | Time: 1628.47 ms [2021-10-04 19:00:07 main:581] : INFO : Epoch 1750 | loss: 0.0311589 | val_loss: 0.0311605 | Time: 1644.74 ms [2021-10-04 19:00:09 main:581] : INFO : Epoch 1751 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 1693.18 ms [2021-10-04 19:00:11 main:581] : INFO : Epoch 1752 | loss: 0.0311578 | val_loss: 0.031162 | Time: 1612.24 ms [2021-10-04 19:00:12 main:581] : INFO : Epoch 1753 | loss: 0.0311581 | val_loss: 0.0311646 | Time: 1670.42 ms [2021-10-04 19:00:14 main:581] : INFO : Epoch 1754 | loss: 0.0311576 | val_loss: 0.0311635 | Time: 1557.89 ms [2021-10-04 19:00:15 main:581] : INFO : Epoch 1755 | loss: 0.0311566 | val_loss: 0.0311668 | Time: 1678.85 ms [2021-10-04 19:00:17 main:581] : INFO : Epoch 1756 | loss: 0.031158 | val_loss: 0.0311613 | Time: 1636.16 ms [2021-10-04 19:00:19 main:581] : INFO : Epoch 1757 | loss: 0.0311571 | val_loss: 0.0311614 | Time: 1641.94 ms [2021-10-04 19:00:20 main:581] : INFO : Epoch 1758 | loss: 0.0311575 | val_loss: 0.0311629 | Time: 1611.26 ms [2021-10-04 19:00:22 main:581] : INFO : Epoch 1759 | loss: 0.0311572 | val_loss: 0.03116 | Time: 1542.92 ms [2021-10-04 19:00:24 main:581] : INFO : Epoch 1760 | loss: 0.031156 | val_loss: 0.03116 | Time: 1685.96 ms [2021-10-04 19:00:25 main:581] : INFO : Epoch 1761 | loss: 0.0311548 | val_loss: 0.0311591 | Time: 1588.58 ms [2021-10-04 19:00:27 main:581] : INFO : Epoch 1762 | loss: 0.0311544 | val_loss: 0.0311615 | Time: 1677 ms [2021-10-04 19:00:29 main:581] : INFO : Epoch 1763 | loss: 0.0311571 | val_loss: 0.0311612 | Time: 1640.09 ms [2021-10-04 19:00:30 main:581] : INFO : Epoch 1764 | loss: 0.0311575 | val_loss: 0.0311604 | Time: 1614.82 ms [2021-10-04 19:00:32 main:581] : INFO : Epoch 1765 | loss: 0.0311568 | val_loss: 0.0311592 | Time: 1540.5 ms [2021-10-04 19:00:33 main:581] : INFO : Epoch 1766 | loss: 0.0311553 | val_loss: 0.031161 | Time: 1755.54 ms [2021-10-04 19:00:35 main:581] : INFO : Epoch 1767 | loss: 0.0311546 | val_loss: 0.0311607 | Time: 1620.01 ms [2021-10-04 19:00:37 main:581] : INFO : Epoch 1768 | loss: 0.0311545 | val_loss: 0.0311594 | Time: 1717.1 ms [2021-10-04 19:00:38 main:581] : INFO : Epoch 1769 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 1652.38 ms [2021-10-04 19:00:40 main:581] : INFO : Epoch 1770 | loss: 0.0311558 | val_loss: 0.0311664 | Time: 1686.7 ms [2021-10-04 19:00:42 main:581] : INFO : Epoch 1771 | loss: 0.0311554 | val_loss: 0.0311599 | Time: 1736.5 ms [2021-10-04 19:00:43 main:581] : INFO : Epoch 1772 | loss: 0.0311546 | val_loss: 0.0311595 | Time: 1595.73 ms [2021-10-04 19:00:45 main:581] : INFO : Epoch 1773 | loss: 0.0311533 | val_loss: 0.0311612 | Time: 1664.05 ms [2021-10-04 19:00:47 main:581] : INFO : Epoch 1774 | loss: 0.0311548 | val_loss: 0.0311598 | Time: 1683.6 ms [2021-10-04 19:00:48 main:581] : INFO : Epoch 1775 | loss: 0.0311538 | val_loss: 0.0311598 | Time: 1621.5 ms [2021-10-04 19:00:50 main:581] : INFO : Epoch 1776 | loss: 0.0311527 | val_loss: 0.0311605 | Time: 1664.67 ms [2021-10-04 19:00:52 main:581] : INFO : Epoch 1777 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 1601.23 ms [2021-10-04 19:00:53 main:581] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311626 | Time: 1623.31 ms [2021-10-04 19:00:55 main:581] : INFO : Epoch 1779 | loss: 0.031155 | val_loss: 0.0311622 | Time: 1577.94 ms [2021-10-04 19:00:56 main:581] : INFO : Epoch 1780 | loss: 0.0311547 | val_loss: 0.0311602 | Time: 1540.25 ms [2021-10-04 19:00:58 main:581] : INFO : Epoch 1781 | loss: 0.0311529 | val_loss: 0.0311596 | Time: 1605.11 ms [2021-10-04 19:01:00 main:581] : INFO : Epoch 1782 | loss: 0.0311553 | val_loss: 0.0311634 | Time: 1664.48 ms [2021-10-04 19:01:01 main:581] : INFO : Epoch 1783 | loss: 0.0311552 | val_loss: 0.03116 | Time: 1627.42 ms [2021-10-04 19:01:03 main:581] : INFO : Epoch 1784 | loss: 0.0311527 | val_loss: 0.0311602 | Time: 1707.15 ms [2021-10-04 19:01:05 main:581] : INFO : Epoch 1785 | loss: 0.0311526 | val_loss: 0.0311592 | Time: 1559.05 ms [2021-10-04 19:01:06 main:581] : INFO : Epoch 1786 | loss: 0.0311517 | val_loss: 0.0311583 | Time: 1554.2 ms [2021-10-04 19:01:08 main:581] : INFO : Epoch 1787 | loss: 0.0311522 | val_loss: 0.0311583 | Time: 1655.37 ms [2021-10-04 19:01:09 main:581] : INFO : Epoch 1788 | loss: 0.031154 | val_loss: 0.0311595 | Time: 1694.92 ms [2021-10-04 19:01:11 main:581] : INFO : Epoch 1789 | loss: 0.0311583 | val_loss: 0.0311596 | Time: 1627.09 ms [2021-10-04 19:01:13 main:581] : INFO : Epoch 1790 | loss: 0.0311563 | val_loss: 0.031161 | Time: 1630.78 ms [2021-10-04 19:01:14 main:581] : INFO : Epoch 1791 | loss: 0.0311572 | val_loss: 0.0311619 | Time: 1594.36 ms [2021-10-04 19:01:16 main:581] : INFO : Epoch 1792 | loss: 0.0311553 | val_loss: 0.031162 | Time: 1649.66 ms [2021-10-04 19:01:18 main:581] : INFO : Epoch 1793 | loss: 0.0311551 | val_loss: 0.031159 | Time: 1643.55 ms [2021-10-04 19:01:19 main:581] : INFO : Epoch 1794 | loss: 0.0311583 | val_loss: 0.0311701 | Time: 1614.3 ms [2021-10-04 19:01:21 main:581] : INFO : Epoch 1795 | loss: 0.0311545 | val_loss: 0.0311609 | Time: 1686.48 ms [2021-10-04 19:01:23 main:581] : INFO : Epoch 1796 | loss: 0.0311521 | val_loss: 0.0311606 | Time: 1623.18 ms [2021-10-04 19:01:24 main:581] : INFO : Epoch 1797 | loss: 0.0311524 | val_loss: 0.0311594 | Time: 1628.98 ms [2021-10-04 19:01:26 main:581] : INFO : Epoch 1798 | loss: 0.0311533 | val_loss: 0.0311633 | Time: 1570.16 ms [2021-10-04 19:01:27 main:581] : INFO : Epoch 1799 | loss: 0.0311525 | val_loss: 0.0311615 | Time: 1645.34 ms [2021-10-04 19:01:29 main:581] : INFO : Epoch 1800 | loss: 0.0311523 | val_loss: 0.031162 | Time: 1602.05 ms [2021-10-04 19:01:31 main:581] : INFO : Epoch 1801 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 1650.01 ms [2021-10-04 19:01:32 main:581] : INFO : Epoch 1802 | loss: 0.0311557 | val_loss: 0.031166 | Time: 1576.09 ms [2021-10-04 19:01:34 main:581] : INFO : Epoch 1803 | loss: 0.0311562 | val_loss: 0.0311612 | Time: 1600.21 ms [2021-10-04 19:01:35 main:581] : INFO : Epoch 1804 | loss: 0.0311529 | val_loss: 0.0311611 | Time: 1571.03 ms [2021-10-04 19:01:37 main:581] : INFO : Epoch 1805 | loss: 0.0311517 | val_loss: 0.031161 | Time: 1641.66 ms [2021-10-04 19:01:39 main:581] : INFO : Epoch 1806 | loss: 0.0311542 | val_loss: 0.0311717 | Time: 1496.77 ms [2021-10-04 19:01:40 main:581] : INFO : Epoch 1807 | loss: 0.0311569 | val_loss: 0.0311611 | Time: 1566.51 ms [2021-10-04 19:01:42 main:581] : INFO : Epoch 1808 | loss: 0.0311516 | val_loss: 0.0311603 | Time: 1542.25 ms [2021-10-04 19:01:43 main:581] : INFO : Epoch 1809 | loss: 0.0311509 | val_loss: 0.0311637 | Time: 1583.17 ms [2021-10-04 19:01:45 main:581] : INFO : Epoch 1810 | loss: 0.0311532 | val_loss: 0.031167 | Time: 1584.57 ms [2021-10-04 19:01:47 main:581] : INFO : Epoch 1811 | loss: 0.0311523 | val_loss: 0.0311638 | Time: 1689.05 ms [2021-10-04 19:01:48 main:581] : INFO : Epoch 1812 | loss: 0.0311519 | val_loss: 0.0311637 | Time: 1584.32 ms [2021-10-04 19:01:50 main:581] : INFO : Epoch 1813 | loss: 0.0311546 | val_loss: 0.0311653 | Time: 1657.77 ms [2021-10-04 19:01:51 main:581] : INFO : Epoch 1814 | loss: 0.0311604 | val_loss: 0.0311625 | Time: 1556.72 ms [2021-10-04 19:01:53 main:581] : INFO : Epoch 1815 | loss: 0.03116 | val_loss: 0.031162 | Time: 1710.27 ms [2021-10-04 19:01:55 main:581] : INFO : Epoch 1816 | loss: 0.0311582 | val_loss: 0.0311625 | Time: 1664.75 ms [2021-10-04 19:01:56 main:581] : INFO : Epoch 1817 | loss: 0.0311613 | val_loss: 0.0311597 | Time: 1627.43 ms [2021-10-04 19:01:58 main:581] : INFO : Epoch 1818 | loss: 0.0311591 | val_loss: 0.0311597 | Time: 1612.38 ms [2021-10-04 19:02:00 main:581] : INFO : Epoch 1819 | loss: 0.0311568 | val_loss: 0.0311595 | Time: 1583.65 ms [2021-10-04 19:02:01 main:581] : INFO : Epoch 1820 | loss: 0.0311564 | val_loss: 0.0311583 | Time: 1609.61 ms [2021-10-04 19:02:03 main:581] : INFO : Epoch 1821 | loss: 0.0311546 | val_loss: 0.0311604 | Time: 1609.93 ms [2021-10-04 19:02:04 main:581] : INFO : Epoch 1822 | loss: 0.0311556 | val_loss: 0.0311588 | Time: 1669.02 ms [2021-10-04 19:02:06 main:581] : INFO : Epoch 1823 | loss: 0.0311556 | val_loss: 0.0311576 | Time: 1583.45 ms [2021-10-04 19:02:08 main:581] : INFO : Epoch 1824 | loss: 0.0311596 | val_loss: 0.0311615 | Time: 1630.52 ms [2021-10-04 19:02:09 main:581] : INFO : Epoch 1825 | loss: 0.031163 | val_loss: 0.0311615 | Time: 1612.07 ms [2021-10-04 19:02:11 main:581] : INFO : Epoch 1826 | loss: 0.0311595 | val_loss: 0.0311588 | Time: 1593.12 ms [2021-10-04 19:02:12 main:581] : INFO : Epoch 1827 | loss: 0.0311567 | val_loss: 0.0311596 | Time: 1628.43 ms [2021-10-04 19:02:14 main:581] : INFO : Epoch 1828 | loss: 0.0311576 | val_loss: 0.0311583 | Time: 1664 ms [2021-10-04 19:02:16 main:581] : INFO : Epoch 1829 | loss: 0.0311571 | val_loss: 0.0311603 | Time: 1641.77 ms [2021-10-04 19:02:17 main:581] : INFO : Epoch 1830 | loss: 0.0311558 | val_loss: 0.0311632 | Time: 1597.87 ms [2021-10-04 19:02:19 main:581] : INFO : Epoch 1831 | loss: 0.0311558 | val_loss: 0.0311625 | Time: 1626.26 ms [2021-10-04 19:02:21 main:581] : INFO : Epoch 1832 | loss: 0.0311545 | val_loss: 0.0311584 | Time: 1578.07 ms [2021-10-04 19:02:22 main:581] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311601 | Time: 1616.43 ms [2021-10-04 19:02:24 main:581] : INFO : Epoch 1834 | loss: 0.0311577 | val_loss: 0.0311596 | Time: 1549.18 ms [2021-10-04 19:02:25 main:581] : INFO : Epoch 1835 | loss: 0.0311548 | val_loss: 0.0311617 | Time: 1586.3 ms [2021-10-04 19:02:27 main:581] : INFO : Epoch 1836 | loss: 0.0311534 | val_loss: 0.0311593 | Time: 1497.29 ms [2021-10-04 19:02:28 main:581] : INFO : Epoch 1837 | loss: 0.0311519 | val_loss: 0.031158 | Time: 1577.12 ms [2021-10-04 19:02:30 main:581] : INFO : Epoch 1838 | loss: 0.0311502 | val_loss: 0.0311579 | Time: 1620.33 ms [2021-10-04 19:02:32 main:581] : INFO : Epoch 1839 | loss: 0.0311505 | val_loss: 0.0311587 | Time: 1554.06 ms [2021-10-04 19:02:33 main:581] : INFO : Epoch 1840 | loss: 0.0311516 | val_loss: 0.0311614 | Time: 1619.43 ms [2021-10-04 19:02:35 main:581] : INFO : Epoch 1841 | loss: 0.0311506 | val_loss: 0.0311611 | Time: 1586.84 ms [2021-10-04 19:02:36 main:581] : INFO : Epoch 1842 | loss: 0.0311525 | val_loss: 0.03116 | Time: 1610.67 ms [2021-10-04 19:02:38 main:581] : INFO : Epoch 1843 | loss: 0.0311498 | val_loss: 0.03116 | Time: 1547.59 ms [2021-10-04 19:02:39 main:581] : INFO : Epoch 1844 | loss: 0.031151 | val_loss: 0.0311604 | Time: 1523.45 ms [2021-10-04 19:02:41 main:581] : INFO : Epoch 1845 | loss: 0.031149 | val_loss: 0.0311631 | Time: 1602.19 ms [2021-10-04 19:02:43 main:581] : INFO : Epoch 1846 | loss: 0.0311496 | val_loss: 0.0311611 | Time: 1583.54 ms [2021-10-04 19:02:44 main:581] : INFO : Epoch 1847 | loss: 0.0311477 | val_loss: 0.0311591 | Time: 1555.85 ms [2021-10-04 19:02:46 main:581] : INFO : Epoch 1848 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 1565.77 ms [2021-10-04 19:02:47 main:581] : INFO : Epoch 1849 | loss: 0.0311487 | val_loss: 0.0311592 | Time: 1590.61 ms [2021-10-04 19:02:49 main:581] : INFO : Epoch 1850 | loss: 0.0311484 | val_loss: 0.0311601 | Time: 1585.3 ms [2021-10-04 19:02:50 main:581] : INFO : Epoch 1851 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 1527.61 ms [2021-10-04 19:02:52 main:581] : INFO : Epoch 1852 | loss: 0.0311469 | val_loss: 0.0311586 | Time: 1612.6 ms [2021-10-04 19:02:54 main:581] : INFO : Epoch 1853 | loss: 0.0311479 | val_loss: 0.0311596 | Time: 1665.78 ms [2021-10-04 19:02:55 main:581] : INFO : Epoch 1854 | loss: 0.0311459 | val_loss: 0.0311584 | Time: 1601.47 ms [2021-10-04 19:02:57 main:581] : INFO : Epoch 1855 | loss: 0.0311526 | val_loss: 0.0311593 | Time: 1561.76 ms [2021-10-04 19:02:59 main:581] : INFO : Epoch 1856 | loss: 0.0311483 | val_loss: 0.0311585 | Time: 1600.83 ms [2021-10-04 19:03:00 main:581] : INFO : Epoch 1857 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 1632.79 ms [2021-10-04 19:03:02 main:581] : INFO : Epoch 1858 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1522.34 ms [2021-10-04 19:03:03 main:581] : INFO : Epoch 1859 | loss: 0.03115 | val_loss: 0.0311586 | Time: 1617.91 ms [2021-10-04 19:03:05 main:581] : INFO : Epoch 1860 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 1579.31 ms [2021-10-04 19:03:06 main:581] : INFO : Epoch 1861 | loss: 0.0311489 | val_loss: 0.0311589 | Time: 1559.71 ms [2021-10-04 19:03:08 main:581] : INFO : Epoch 1862 | loss: 0.0311478 | val_loss: 0.0311595 | Time: 1594.5 ms [2021-10-04 19:03:10 main:581] : INFO : Epoch 1863 | loss: 0.0311484 | val_loss: 0.0311612 | Time: 1614.86 ms [2021-10-04 19:03:11 main:581] : INFO : Epoch 1864 | loss: 0.0311474 | val_loss: 0.0311613 | Time: 1590.07 ms [2021-10-04 19:03:13 main:581] : INFO : Epoch 1865 | loss: 0.0311483 | val_loss: 0.0311611 | Time: 1675.64 ms [2021-10-04 19:03:14 main:581] : INFO : Epoch 1866 | loss: 0.0311474 | val_loss: 0.031157 | Time: 1530.1 ms [2021-10-04 19:03:16 main:581] : INFO : Epoch 1867 | loss: 0.0311479 | val_loss: 0.0311561 | Time: 1592.08 ms [2021-10-04 19:03:18 main:581] : INFO : Epoch 1868 | loss: 0.031149 | val_loss: 0.0311573 | Time: 1635.63 ms [2021-10-04 19:03:19 main:581] : INFO : Epoch 1869 | loss: 0.0311516 | val_loss: 0.0311592 | Time: 1648.09 ms [2021-10-04 19:03:21 main:581] : INFO : Epoch 1870 | loss: 0.031146 | val_loss: 0.0311626 | Time: 1678.65 ms [2021-10-04 19:03:23 main:581] : INFO : Epoch 1871 | loss: 0.0311466 | val_loss: 0.0311557 | Time: 1630.47 ms [2021-10-04 19:03:24 main:581] : INFO : Epoch 1872 | loss: 0.0311453 | val_loss: 0.0311597 | Time: 1597.19 ms [2021-10-04 19:03:26 main:581] : INFO : Epoch 1873 | loss: 0.0311449 | val_loss: 0.0311608 | Time: 1586.42 ms [2021-10-04 19:03:27 main:581] : INFO : Epoch 1874 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 1589.33 ms [2021-10-04 19:03:29 main:581] : INFO : Epoch 1875 | loss: 0.0311465 | val_loss: 0.0311585 | Time: 1583.34 ms [2021-10-04 19:03:31 main:581] : INFO : Epoch 1876 | loss: 0.0311444 | val_loss: 0.0311576 | Time: 1634.95 ms [2021-10-04 19:03:32 main:581] : INFO : Epoch 1877 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 1660.01 ms [2021-10-04 19:03:34 main:581] : INFO : Epoch 1878 | loss: 0.0311443 | val_loss: 0.0311561 | Time: 1570.26 ms [2021-10-04 19:03:36 main:581] : INFO : Epoch 1879 | loss: 0.0311427 | val_loss: 0.0311569 | Time: 1655.34 ms [2021-10-04 19:03:37 main:581] : INFO : Epoch 1880 | loss: 0.0311438 | val_loss: 0.0311591 | Time: 1637.72 ms [2021-10-04 19:03:39 main:581] : INFO : Epoch 1881 | loss: 0.0311424 | val_loss: 0.0311593 | Time: 1625.64 ms [2021-10-04 19:03:40 main:581] : INFO : Epoch 1882 | loss: 0.0311439 | val_loss: 0.0311574 | Time: 1650.6 ms [2021-10-04 19:03:42 main:581] : INFO : Epoch 1883 | loss: 0.0311453 | val_loss: 0.0311574 | Time: 1524.97 ms [2021-10-04 19:03:44 main:581] : INFO : Epoch 1884 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 1658.68 ms [2021-10-04 19:03:45 main:581] : INFO : Epoch 1885 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 1690.39 ms [2021-10-04 19:03:47 main:581] : INFO : Epoch 1886 | loss: 0.0311453 | val_loss: 0.0311638 | Time: 1722.52 ms [2021-10-04 19:03:49 main:581] : INFO : Epoch 1887 | loss: 0.0311416 | val_loss: 0.0311588 | Time: 1652.61 ms [2021-10-04 19:03:50 main:581] : INFO : Epoch 1888 | loss: 0.0311432 | val_loss: 0.031156 | Time: 1595.3 ms [2021-10-04 19:03:52 main:581] : INFO : Epoch 1889 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 1692.49 ms [2021-10-04 19:03:54 main:581] : INFO : Epoch 1890 | loss: 0.0311477 | val_loss: 0.0311592 | Time: 1644.92 ms [2021-10-04 19:03:55 main:581] : INFO : Epoch 1891 | loss: 0.0311457 | val_loss: 0.0311601 | Time: 1570.95 ms [2021-10-04 19:03:57 main:581] : INFO : Epoch 1892 | loss: 0.0311459 | val_loss: 0.0311625 | Time: 1649.7 ms [2021-10-04 19:03:59 main:581] : INFO : Epoch 1893 | loss: 0.0311497 | val_loss: 0.0311611 | Time: 1694.84 ms [2021-10-04 19:04:00 main:581] : INFO : Epoch 1894 | loss: 0.0311462 | val_loss: 0.0311594 | Time: 1609.74 ms [2021-10-04 19:04:02 main:581] : INFO : Epoch 1895 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 1603.19 ms [2021-10-04 19:04:03 main:581] : INFO : Epoch 1896 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 1671.86 ms [2021-10-04 19:04:05 main:581] : INFO : Epoch 1897 | loss: 0.0311446 | val_loss: 0.0311547 | Time: 1655.11 ms [2021-10-04 19:04:07 main:581] : INFO : Epoch 1898 | loss: 0.0311427 | val_loss: 0.0311564 | Time: 1646.16 ms [2021-10-04 19:04:08 main:581] : INFO : Epoch 1899 | loss: 0.0311428 | val_loss: 0.0311575 | Time: 1648.22 ms [2021-10-04 19:04:10 main:581] : INFO : Epoch 1900 | loss: 0.0311449 | val_loss: 0.0311545 | Time: 1587.07 ms [2021-10-04 19:04:12 main:581] : INFO : Epoch 1901 | loss: 0.0311477 | val_loss: 0.0311549 | Time: 1659.13 ms [2021-10-04 19:04:13 main:581] : INFO : Epoch 1902 | loss: 0.0311478 | val_loss: 0.031155 | Time: 1598.25 ms [2021-10-04 19:04:15 main:581] : INFO : Epoch 1903 | loss: 0.0311463 | val_loss: 0.0311571 | Time: 1648.52 ms [2021-10-04 19:04:17 main:581] : INFO : Epoch 1904 | loss: 0.0311466 | val_loss: 0.0311559 | Time: 1661.14 ms [2021-10-04 19:04:18 main:581] : INFO : Epoch 1905 | loss: 0.0311462 | val_loss: 0.0311543 | Time: 1564.94 ms [2021-10-04 19:04:20 main:581] : INFO : Epoch 1906 | loss: 0.031145 | val_loss: 0.0311575 | Time: 1657.24 ms [2021-10-04 19:04:21 main:581] : INFO : Epoch 1907 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 1619.67 ms [2021-10-04 19:04:23 main:581] : INFO : Epoch 1908 | loss: 0.0311441 | val_loss: 0.0311628 | Time: 1688.84 ms [2021-10-04 19:04:25 main:581] : INFO : Epoch 1909 | loss: 0.0311459 | val_loss: 0.0311575 | Time: 1673.48 ms [2021-10-04 19:04:26 main:581] : INFO : Epoch 1910 | loss: 0.0311432 | val_loss: 0.0311578 | Time: 1679.41 ms [2021-10-04 19:04:28 main:581] : INFO : Epoch 1911 | loss: 0.0311434 | val_loss: 0.0311579 | Time: 1624.23 ms [2021-10-04 19:04:30 main:581] : INFO : Epoch 1912 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 1709.39 ms [2021-10-04 19:04:31 main:581] : INFO : Epoch 1913 | loss: 0.0311429 | val_loss: 0.0311595 | Time: 1685.27 ms [2021-10-04 19:04:33 main:581] : INFO : Epoch 1914 | loss: 0.0311433 | val_loss: 0.0311616 | Time: 1643.12 ms [2021-10-04 19:04:35 main:581] : INFO : Epoch 1915 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 1646.44 ms [2021-10-04 19:04:36 main:581] : INFO : Epoch 1916 | loss: 0.0311414 | val_loss: 0.0311543 | Time: 1560.32 ms [2021-10-04 19:04:38 main:581] : INFO : Epoch 1917 | loss: 0.0311424 | val_loss: 0.0311564 | Time: 1616.13 ms [2021-10-04 19:04:40 main:581] : INFO : Epoch 1918 | loss: 0.0311481 | val_loss: 0.0311584 | Time: 1644.4 ms [2021-10-04 19:04:41 main:581] : INFO : Epoch 1919 | loss: 0.0311465 | val_loss: 0.0311571 | Time: 1595.39 ms [2021-10-04 19:04:43 main:581] : INFO : Epoch 1920 | loss: 0.031144 | val_loss: 0.0311577 | Time: 1641.35 ms [2021-10-04 19:04:44 main:581] : INFO : Epoch 1921 | loss: 0.0311441 | val_loss: 0.0311532 | Time: 1689.96 ms [2021-10-04 19:04:46 main:581] : INFO : Epoch 1922 | loss: 0.0311428 | val_loss: 0.0311563 | Time: 1629.5 ms [2021-10-04 19:04:48 main:581] : INFO : Epoch 1923 | loss: 0.0311462 | val_loss: 0.031156 | Time: 1655.63 ms [2021-10-04 19:04:49 main:581] : INFO : Epoch 1924 | loss: 0.0311455 | val_loss: 0.031156 | Time: 1688.45 ms [2021-10-04 19:04:51 main:581] : INFO : Epoch 1925 | loss: 0.0311461 | val_loss: 0.0311566 | Time: 1581.36 ms [2021-10-04 19:04:53 main:581] : INFO : Epoch 1926 | loss: 0.0311433 | val_loss: 0.0311629 | Time: 1632.53 ms [2021-10-04 19:04:54 main:581] : INFO : Epoch 1927 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 1587.89 ms [2021-10-04 19:04:56 main:581] : INFO : Epoch 1928 | loss: 0.0311415 | val_loss: 0.0311596 | Time: 1613.19 ms [2021-10-04 19:04:57 main:581] : INFO : Epoch 1929 | loss: 0.0311391 | val_loss: 0.0311582 | Time: 1514.56 ms [2021-10-04 19:04:59 main:581] : INFO : Epoch 1930 | loss: 0.0311439 | val_loss: 0.0311618 | Time: 1562.05 ms [2021-10-04 19:05:01 main:581] : INFO : Epoch 1931 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 1597.97 ms [2021-10-04 19:05:02 main:581] : INFO : Epoch 1932 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1564.35 ms [2021-10-04 19:05:04 main:581] : INFO : Epoch 1933 | loss: 0.0311409 | val_loss: 0.0311587 | Time: 1615.64 ms [2021-10-04 19:05:05 main:581] : INFO : Epoch 1934 | loss: 0.031142 | val_loss: 0.0311661 | Time: 1674.2 ms [2021-10-04 19:05:07 main:581] : INFO : Epoch 1935 | loss: 0.0311395 | val_loss: 0.0311586 | Time: 1614.76 ms [2021-10-04 19:05:09 main:581] : INFO : Epoch 1936 | loss: 0.0311381 | val_loss: 0.0311598 | Time: 1571.38 ms [2021-10-04 19:05:10 main:581] : INFO : Epoch 1937 | loss: 0.0311382 | val_loss: 0.0311562 | Time: 1561.64 ms [2021-10-04 19:05:12 main:581] : INFO : Epoch 1938 | loss: 0.0311363 | val_loss: 0.0311569 | Time: 1504.58 ms [2021-10-04 19:05:13 main:581] : INFO : Epoch 1939 | loss: 0.0311389 | val_loss: 0.0311555 | Time: 1614.76 ms [2021-10-04 19:05:15 main:581] : INFO : Epoch 1940 | loss: 0.0311393 | val_loss: 0.0311632 | Time: 1533.7 ms [2021-10-04 19:05:16 main:581] : INFO : Epoch 1941 | loss: 0.0311373 | val_loss: 0.0311573 | Time: 1644.09 ms [2021-10-04 19:05:18 main:581] : INFO : Epoch 1942 | loss: 0.0311388 | val_loss: 0.0311634 | Time: 1663.39 ms [2021-10-04 19:05:20 main:581] : INFO : Epoch 1943 | loss: 0.0311471 | val_loss: 0.0311597 | Time: 1687.62 ms [2021-10-04 19:05:21 main:581] : INFO : Epoch 1944 | loss: 0.0311511 | val_loss: 0.0311582 | Time: 1630.4 ms [2021-10-04 19:05:23 main:581] : INFO : Epoch 1945 | loss: 0.0311492 | val_loss: 0.0311581 | Time: 1619.02 ms [2021-10-04 19:05:25 main:581] : INFO : Epoch 1946 | loss: 0.0311471 | val_loss: 0.0311557 | Time: 1587.83 ms [2021-10-04 19:05:26 main:581] : INFO : Epoch 1947 | loss: 0.0311478 | val_loss: 0.0311575 | Time: 1625.96 ms [2021-10-04 19:05:28 main:581] : INFO : Epoch 1948 | loss: 0.031146 | val_loss: 0.0311577 | Time: 1629.34 ms [2021-10-04 19:05:30 main:581] : INFO : Epoch 1949 | loss: 0.0311466 | val_loss: 0.0311581 | Time: 1703.02 ms [2021-10-04 19:05:31 main:581] : INFO : Epoch 1950 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 1600.12 ms [2021-10-04 19:05:33 main:581] : INFO : Epoch 1951 | loss: 0.0311418 | val_loss: 0.031156 | Time: 1584.82 ms [2021-10-04 19:05:34 main:581] : INFO : Epoch 1952 | loss: 0.0311424 | val_loss: 0.0311577 | Time: 1636.67 ms [2021-10-04 19:05:36 main:581] : INFO : Epoch 1953 | loss: 0.0311439 | val_loss: 0.0311561 | Time: 1637.82 ms [2021-10-04 19:05:38 main:581] : INFO : Epoch 1954 | loss: 0.0311426 | val_loss: 0.0311534 | Time: 1651.41 ms [2021-10-04 19:05:39 main:581] : INFO : Epoch 1955 | loss: 0.0311434 | val_loss: 0.0311551 | Time: 1606.21 ms [2021-10-04 19:05:41 main:581] : INFO : Epoch 1956 | loss: 0.0311405 | val_loss: 0.0311637 | Time: 1677.43 ms [2021-10-04 19:05:43 main:581] : INFO : Epoch 1957 | loss: 0.0311391 | val_loss: 0.0311537 | Time: 1598.09 ms [2021-10-04 19:05:44 main:581] : INFO : Epoch 1958 | loss: 0.0311388 | val_loss: 0.031156 | Time: 1604.69 ms [2021-10-04 19:05:46 main:581] : INFO : Epoch 1959 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 1623.94 ms [2021-10-04 19:05:47 main:581] : INFO : Epoch 1960 | loss: 0.0311392 | val_loss: 0.0311583 | Time: 1637.81 ms [2021-10-04 19:05:49 main:581] : INFO : Epoch 1961 | loss: 0.031141 | val_loss: 0.0311611 | Time: 1594.23 ms [2021-10-04 19:05:51 main:581] : INFO : Epoch 1962 | loss: 0.0311397 | val_loss: 0.0311588 | Time: 1657.26 ms [2021-10-04 19:05:52 main:581] : INFO : Epoch 1963 | loss: 0.0311392 | val_loss: 0.0311569 | Time: 1680.29 ms [2021-10-04 19:05:54 main:581] : INFO : Epoch 1964 | loss: 0.0311394 | val_loss: 0.0311552 | Time: 1626.6 ms [2021-10-04 19:05:56 main:581] : INFO : Epoch 1965 | loss: 0.0311388 | val_loss: 0.031158 | Time: 1621.83 ms [2021-10-04 19:05:57 main:581] : INFO : Epoch 1966 | loss: 0.0311385 | val_loss: 0.0311573 | Time: 1666.03 ms [2021-10-04 19:05:59 main:581] : INFO : Epoch 1967 | loss: 0.0311392 | val_loss: 0.0311566 | Time: 1633.26 ms [2021-10-04 19:06:01 main:581] : INFO : Epoch 1968 | loss: 0.031138 | val_loss: 0.0311608 | Time: 1603.17 ms [2021-10-04 19:06:02 main:581] : INFO : Epoch 1969 | loss: 0.0311377 | val_loss: 0.0311605 | Time: 1551.27 ms [2021-10-04 19:06:04 main:581] : INFO : Epoch 1970 | loss: 0.0311371 | val_loss: 0.0311569 | Time: 1628.12 ms [2021-10-04 19:06:05 main:581] : INFO : Epoch 1971 | loss: 0.0311361 | val_loss: 0.0311596 | Time: 1677.61 ms [2021-10-04 19:06:07 main:581] : INFO : Epoch 1972 | loss: 0.0311361 | val_loss: 0.031158 | Time: 1605.7 ms [2021-10-04 19:06:09 main:581] : INFO : Epoch 1973 | loss: 0.0311372 | val_loss: 0.0311642 | Time: 1719.15 ms [2021-10-04 19:06:10 main:581] : INFO : Epoch 1974 | loss: 0.0311394 | val_loss: 0.0311576 | Time: 1544.56 ms [2021-10-04 19:06:12 main:581] : INFO : Epoch 1975 | loss: 0.031137 | val_loss: 0.0311576 | Time: 1609.8 ms [2021-10-04 19:06:13 main:581] : INFO : Epoch 1976 | loss: 0.0311347 | val_loss: 0.0311572 | Time: 1616.9 ms [2021-10-04 19:06:15 main:581] : INFO : Epoch 1977 | loss: 0.0311436 | val_loss: 0.0311585 | Time: 1603.56 ms [2021-10-04 19:06:17 main:581] : INFO : Epoch 1978 | loss: 0.0311414 | val_loss: 0.0311559 | Time: 1623.27 ms [2021-10-04 19:06:18 main:581] : INFO : Epoch 1979 | loss: 0.031141 | val_loss: 0.0311626 | Time: 1604.9 ms [2021-10-04 19:06:20 main:581] : INFO : Epoch 1980 | loss: 0.0311397 | val_loss: 0.0311628 | Time: 1632.33 ms [2021-10-04 19:06:21 main:581] : INFO : Epoch 1981 | loss: 0.0311394 | val_loss: 0.0311608 | Time: 1527.57 ms [2021-10-04 19:06:23 main:581] : INFO : Epoch 1982 | loss: 0.0311361 | val_loss: 0.0311608 | Time: 1528.65 ms [2021-10-04 19:06:25 main:581] : INFO : Epoch 1983 | loss: 0.0311385 | val_loss: 0.0311629 | Time: 1626.33 ms [2021-10-04 19:06:26 main:581] : INFO : Epoch 1984 | loss: 0.0311398 | val_loss: 0.0311598 | Time: 1589.45 ms [2021-10-04 19:06:28 main:581] : INFO : Epoch 1985 | loss: 0.0311374 | val_loss: 0.0311661 | Time: 1576.26 ms [2021-10-04 19:06:29 main:581] : INFO : Epoch 1986 | loss: 0.03114 | val_loss: 0.0311711 | Time: 1640.87 ms [2021-10-04 19:06:31 main:581] : INFO : Epoch 1987 | loss: 0.0311394 | val_loss: 0.0311735 | Time: 1716.7 ms [2021-10-04 19:06:33 main:581] : INFO : Epoch 1988 | loss: 0.0311405 | val_loss: 0.0311722 | Time: 1796.77 ms [2021-10-04 19:06:35 main:581] : INFO : Epoch 1989 | loss: 0.0311388 | val_loss: 0.0311605 | Time: 1667.96 ms [2021-10-04 19:06:36 main:581] : INFO : Epoch 1990 | loss: 0.0311398 | val_loss: 0.0311621 | Time: 1660.75 ms [2021-10-04 19:06:38 main:581] : INFO : Epoch 1991 | loss: 0.0311422 | val_loss: 0.0311602 | Time: 1649.7 ms [2021-10-04 19:06:40 main:581] : INFO : Epoch 1992 | loss: 0.0311416 | val_loss: 0.0311582 | Time: 1669.12 ms [2021-10-04 19:06:41 main:581] : INFO : Epoch 1993 | loss: 0.031142 | val_loss: 0.0311621 | Time: 1709.31 ms [2021-10-04 19:06:43 main:581] : INFO : Epoch 1994 | loss: 0.0311403 | val_loss: 0.0311598 | Time: 1621.95 ms [2021-10-04 19:06:45 main:581] : INFO : Epoch 1995 | loss: 0.0311385 | val_loss: 0.0311599 | Time: 1600.73 ms [2021-10-04 19:06:46 main:581] : INFO : Epoch 1996 | loss: 0.0311381 | val_loss: 0.0311587 | Time: 1689.56 ms [2021-10-04 19:06:48 main:581] : INFO : Epoch 1997 | loss: 0.0311368 | val_loss: 0.0311593 | Time: 1668.36 ms [2021-10-04 19:06:50 main:581] : INFO : Epoch 1998 | loss: 0.0311374 | val_loss: 0.0311628 | Time: 1700.38 ms [2021-10-04 19:06:51 main:581] : INFO : Epoch 1999 | loss: 0.031138 | val_loss: 0.0311625 | Time: 1693.38 ms [2021-10-04 19:06:53 main:581] : INFO : Epoch 2000 | loss: 0.0311368 | val_loss: 0.0311602 | Time: 1623.14 ms [2021-10-04 19:06:55 main:581] : INFO : Epoch 2001 | loss: 0.0311364 | val_loss: 0.0311588 | Time: 1730.27 ms [2021-10-04 19:06:56 main:581] : INFO : Epoch 2002 | loss: 0.0311334 | val_loss: 0.0311637 | Time: 1645.79 ms [2021-10-04 19:06:58 main:581] : INFO : Epoch 2003 | loss: 0.0311339 | val_loss: 0.0311602 | Time: 1636.68 ms [2021-10-04 19:07:00 main:581] : INFO : Epoch 2004 | loss: 0.0311351 | val_loss: 0.0311676 | Time: 1647.92 ms [2021-10-04 19:07:01 main:581] : INFO : Epoch 2005 | loss: 0.0311331 | val_loss: 0.0311602 | Time: 1697.06 ms [2021-10-04 19:07:03 main:581] : INFO : Epoch 2006 | loss: 0.0311309 | val_loss: 0.0311598 | Time: 1654.34 ms [2021-10-04 19:07:05 main:581] : INFO : Epoch 2007 | loss: 0.0311328 | val_loss: 0.0311653 | Time: 1658.38 ms [2021-10-04 19:07:06 main:581] : INFO : Epoch 2008 | loss: 0.0311341 | val_loss: 0.0311595 | Time: 1733.24 ms [2021-10-04 19:07:08 main:581] : INFO : Epoch 2009 | loss: 0.0311311 | val_loss: 0.0311612 | Time: 1756.21 ms [2021-10-04 19:07:10 main:581] : INFO : Epoch 2010 | loss: 0.0311313 | val_loss: 0.0311622 | Time: 1631.48 ms [2021-10-04 19:07:11 main:581] : INFO : Epoch 2011 | loss: 0.0311307 | val_loss: 0.0311586 | Time: 1706.8 ms [2021-10-04 19:07:13 main:581] : INFO : Epoch 2012 | loss: 0.0311303 | val_loss: 0.0311598 | Time: 1628.19 ms [2021-10-04 19:07:15 main:581] : INFO : Epoch 2013 | loss: 0.0311326 | val_loss: 0.031157 | Time: 1642.1 ms [2021-10-04 19:07:16 main:581] : INFO : Epoch 2014 | loss: 0.031132 | val_loss: 0.0311608 | Time: 1672.27 ms [2021-10-04 19:07:18 main:581] : INFO : Epoch 2015 | loss: 0.0311323 | val_loss: 0.0311614 | Time: 1707.1 ms [2021-10-04 19:07:20 main:581] : INFO : Epoch 2016 | loss: 0.031139 | val_loss: 0.0311644 | Time: 1679.08 ms [2021-10-04 19:07:21 main:581] : INFO : Epoch 2017 | loss: 0.0311409 | val_loss: 0.0311637 | Time: 1623.84 ms [2021-10-04 19:07:23 main:581] : INFO : Epoch 2018 | loss: 0.0311401 | val_loss: 0.0311647 | Time: 1675 ms [2021-10-04 19:07:25 main:581] : INFO : Epoch 2019 | loss: 0.0311372 | val_loss: 0.0311576 | Time: 1620.88 ms [2021-10-04 19:07:26 main:581] : INFO : Epoch 2020 | loss: 0.0311376 | val_loss: 0.031161 | Time: 1643.79 ms [2021-10-04 19:07:28 main:581] : INFO : Epoch 2021 | loss: 0.0311387 | val_loss: 0.0311616 | Time: 1685.14 ms [2021-10-04 19:07:30 main:581] : INFO : Epoch 2022 | loss: 0.0311367 | val_loss: 0.0311652 | Time: 1620.02 ms [2021-10-04 19:07:31 main:581] : INFO : Epoch 2023 | loss: 0.0311375 | val_loss: 0.0311653 | Time: 1589.19 ms [2021-10-04 19:07:33 main:581] : INFO : Epoch 2024 | loss: 0.0311354 | val_loss: 0.031162 | Time: 1574.16 ms [2021-10-04 19:07:34 main:581] : INFO : Epoch 2025 | loss: 0.0311326 | val_loss: 0.0311617 | Time: 1575.46 ms [2021-10-04 19:07:36 main:581] : INFO : Epoch 2026 | loss: 0.0311332 | val_loss: 0.0311633 | Time: 1619 ms [2021-10-04 19:07:38 main:581] : INFO : Epoch 2027 | loss: 0.0311329 | val_loss: 0.0311612 | Time: 1647.47 ms [2021-10-04 19:07:39 main:581] : INFO : Epoch 2028 | loss: 0.0311334 | val_loss: 0.031159 | Time: 1564.52 ms [2021-10-04 19:07:41 main:581] : INFO : Epoch 2029 | loss: 0.0311344 | val_loss: 0.0311614 | Time: 1573.32 ms [2021-10-04 19:07:42 main:581] : INFO : Epoch 2030 | loss: 0.0311335 | val_loss: 0.0311607 | Time: 1530.99 ms [2021-10-04 19:07:44 main:581] : INFO : Epoch 2031 | loss: 0.0311339 | val_loss: 0.0311626 | Time: 1631.49 ms [2021-10-04 19:07:46 main:581] : INFO : Epoch 2032 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 1646.78 ms [2021-10-04 19:07:47 main:581] : INFO : Epoch 2033 | loss: 0.031132 | val_loss: 0.0311627 | Time: 1712.29 ms [2021-10-04 19:07:49 main:581] : INFO : Epoch 2034 | loss: 0.0311367 | val_loss: 0.0311672 | Time: 1647.76 ms [2021-10-04 19:07:51 main:581] : INFO : Epoch 2035 | loss: 0.0311457 | val_loss: 0.0311676 | Time: 1615.16 ms [2021-10-04 19:07:52 main:581] : INFO : Epoch 2036 | loss: 0.0311452 | val_loss: 0.0311652 | Time: 1702.87 ms [2021-10-04 19:07:54 main:581] : INFO : Epoch 2037 | loss: 0.0311433 | val_loss: 0.0311666 | Time: 1690.08 ms [2021-10-04 19:07:56 main:581] : INFO : Epoch 2038 | loss: 0.0311416 | val_loss: 0.0311641 | Time: 1625.91 ms [2021-10-04 19:07:57 main:581] : INFO : Epoch 2039 | loss: 0.0311419 | val_loss: 0.0311643 | Time: 1700.19 ms [2021-10-04 19:07:59 main:581] : INFO : Epoch 2040 | loss: 0.0311391 | val_loss: 0.0311623 | Time: 1718.88 ms [2021-10-04 19:08:01 main:581] : INFO : Epoch 2041 | loss: 0.0311382 | val_loss: 0.0311662 | Time: 1650.03 ms [2021-10-04 19:08:02 main:581] : INFO : Epoch 2042 | loss: 0.0311429 | val_loss: 0.0311713 | Time: 1653.97 ms [2021-10-04 19:08:04 main:581] : INFO : Epoch 2043 | loss: 0.0311446 | val_loss: 0.0311696 | Time: 1674.73 ms [2021-10-04 19:08:06 main:581] : INFO : Epoch 2044 | loss: 0.0311396 | val_loss: 0.031161 | Time: 1620.95 ms [2021-10-04 19:08:07 main:581] : INFO : Epoch 2045 | loss: 0.031138 | val_loss: 0.0311614 | Time: 1629.65 ms [2021-10-04 19:08:09 main:581] : INFO : Epoch 2046 | loss: 0.0311367 | val_loss: 0.0311658 | Time: 1610.24 ms [2021-10-04 19:08:10 main:581] : INFO : Epoch 2047 | loss: 0.0311351 | val_loss: 0.0311643 | Time: 1633.56 ms [2021-10-04 19:08:12 main:581] : INFO : Epoch 2048 | loss: 0.0311365 | val_loss: 0.0311664 | Time: 1619.26 ms [2021-10-04 19:08:12 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311664 [2021-10-04 19:08:12 main:610] : INFO : Saving end state to config to file [2021-10-04 19:08:12 main:615] : INFO : Success, exiting.. 19:08:12 (24691): 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)