Task 8806264
| Name | ParityModified-1634620437-22302-2_1 |
| Workunit | 6031362 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:57:35 UTC |
| Report deadline | 15 Nov 2021, 21:57:35 UTC |
| Received | 9 Nov 2021, 16:53:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4098 |
| Run time | 1 hours 15 min 21 sec |
| CPU time | 1 hours 12 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311758 | val_loss: 0.0311917 | Time: 2101.53 ms [2021-11-09 08:11:53 main:574] : INFO : Epoch 1543 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 2100.46 ms [2021-11-09 08:11:55 main:574] : INFO : Epoch 1544 | loss: 0.0311772 | val_loss: 0.0311794 | Time: 2089.83 ms [2021-11-09 08:11:57 main:574] : INFO : Epoch 1545 | loss: 0.0311782 | val_loss: 0.031183 | Time: 2115.64 ms [2021-11-09 08:11:59 main:574] : INFO : Epoch 1546 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 2091.94 ms [2021-11-09 08:12:01 main:574] : INFO : Epoch 1547 | loss: 0.0311753 | val_loss: 0.0311821 | Time: 2090.97 ms [2021-11-09 08:12:03 main:574] : INFO : Epoch 1548 | loss: 0.0311753 | val_loss: 0.0311765 | Time: 2101.35 ms [2021-11-09 08:12:06 main:574] : INFO : Epoch 1549 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 2137.29 ms [2021-11-09 08:12:08 main:574] : INFO : Epoch 1550 | loss: 0.031173 | val_loss: 0.0311748 | Time: 2118.34 ms [2021-11-09 08:12:10 main:574] : INFO : Epoch 1551 | loss: 0.0311723 | val_loss: 0.0311761 | Time: 2095.93 ms [2021-11-09 08:12:12 main:574] : INFO : Epoch 1552 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 2105.88 ms [2021-11-09 08:12:14 main:574] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.031175 | Time: 2130.59 ms [2021-11-09 08:12:17 main:574] : INFO : Epoch 1554 | loss: 0.0311707 | val_loss: 0.0311772 | Time: 2142.19 ms [2021-11-09 08:12:19 main:574] : INFO : Epoch 1555 | loss: 0.0311706 | val_loss: 0.0311784 | Time: 2097.49 ms [2021-11-09 08:12:21 main:574] : INFO : Epoch 1556 | loss: 0.0311705 | val_loss: 0.0311768 | Time: 2101.77 ms [2021-11-09 08:12:23 main:574] : INFO : Epoch 1557 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2098.26 ms [2021-11-09 08:12:26 main:574] : INFO : Epoch 1558 | loss: 0.0311687 | val_loss: 0.0311766 | Time: 2120.76 ms [2021-11-09 08:12:28 main:574] : INFO : Epoch 1559 | loss: 0.0311697 | val_loss: 0.0311757 | Time: 2108.95 ms [2021-11-09 08:12:30 main:574] : INFO : Epoch 1560 | loss: 0.0311688 | val_loss: 0.0311761 | Time: 2087.47 ms [2021-11-09 08:12:32 main:574] : INFO : Epoch 1561 | loss: 0.0311668 | val_loss: 0.0311782 | Time: 2108.1 ms [2021-11-09 08:12:34 main:574] : INFO : Epoch 1562 | loss: 0.0311676 | val_loss: 0.0311773 | Time: 2094.58 ms [2021-11-09 08:12:37 main:574] : INFO : Epoch 1563 | loss: 0.0311671 | val_loss: 0.0311767 | Time: 2178.7 ms [2021-11-09 08:12:39 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 2079.41 ms [2021-11-09 08:12:41 main:574] : INFO : Epoch 1565 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 2093.15 ms [2021-11-09 08:12:43 main:574] : INFO : Epoch 1566 | loss: 0.0311681 | val_loss: 0.0311846 | Time: 2081.27 ms [2021-11-09 08:12:45 main:574] : INFO : Epoch 1567 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 2110.51 ms [2021-11-09 08:12:47 main:574] : INFO : Epoch 1568 | loss: 0.0311675 | val_loss: 0.0311796 | Time: 2100.41 ms [2021-11-09 08:12:50 main:574] : INFO : Epoch 1569 | loss: 0.0311706 | val_loss: 0.031181 | Time: 2133.45 ms [2021-11-09 08:12:52 main:574] : INFO : Epoch 1570 | loss: 0.0311697 | val_loss: 0.031177 | Time: 2119.14 ms [2021-11-09 08:12:54 main:574] : INFO : Epoch 1571 | loss: 0.0311725 | val_loss: 0.0311758 | Time: 2089.77 ms [2021-11-09 08:12:56 main:574] : INFO : Epoch 1572 | loss: 0.0311696 | val_loss: 0.0311758 | Time: 2153.43 ms [2021-11-09 08:12:58 main:574] : INFO : Epoch 1573 | loss: 0.0311683 | val_loss: 0.0311798 | Time: 2104.29 ms [2021-11-09 08:13:00 main:574] : INFO : Epoch 1574 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 2091.96 ms [2021-11-09 08:13:03 main:574] : INFO : Epoch 1575 | loss: 0.031169 | val_loss: 0.0311764 | Time: 2101.02 ms [2021-11-09 08:13:05 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311774 | Time: 2112.17 ms [2021-11-09 08:13:07 main:574] : INFO : Epoch 1577 | loss: 0.0311674 | val_loss: 0.031178 | Time: 2132.97 ms [2021-11-09 08:13:09 main:574] : INFO : Epoch 1578 | loss: 0.0311676 | val_loss: 0.0311778 | Time: 2093.49 ms [2021-11-09 08:13:11 main:574] : INFO : Epoch 1579 | loss: 0.0311695 | val_loss: 0.0311845 | Time: 2082.55 ms [2021-11-09 08:13:13 main:574] : INFO : Epoch 1580 | loss: 0.031172 | val_loss: 0.0311799 | Time: 2099.98 ms [2021-11-09 08:13:16 main:574] : INFO : Epoch 1581 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 2148.23 ms [2021-11-09 08:13:18 main:574] : INFO : Epoch 1582 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 2099.16 ms [2021-11-09 08:13:20 main:574] : INFO : Epoch 1583 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 2100.54 ms [2021-11-09 08:13:22 main:574] : INFO : Epoch 1584 | loss: 0.0311679 | val_loss: 0.0311755 | Time: 2108.47 ms [2021-11-09 08:13:24 main:574] : INFO : Epoch 1585 | loss: 0.0311683 | val_loss: 0.0311807 | Time: 2110.42 ms [2021-11-09 08:13:26 main:574] : INFO : Epoch 1586 | loss: 0.0311671 | val_loss: 0.0311755 | Time: 2159.26 ms [2021-11-09 08:13:29 main:574] : INFO : Epoch 1587 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2105 ms [2021-11-09 08:13:31 main:574] : INFO : Epoch 1588 | loss: 0.0311652 | val_loss: 0.0311806 | Time: 2105.08 ms [2021-11-09 08:13:33 main:574] : INFO : Epoch 1589 | loss: 0.0311666 | val_loss: 0.0311739 | Time: 2117.54 ms [2021-11-09 08:13:35 main:574] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.0311777 | Time: 2114.62 ms [2021-11-09 08:13:37 main:574] : INFO : Epoch 1591 | loss: 0.0311658 | val_loss: 0.0311761 | Time: 2128.96 ms [2021-11-09 08:13:39 main:574] : INFO : Epoch 1592 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 2109.48 ms [2021-11-09 08:13:42 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 2101.02 ms [2021-11-09 08:13:44 main:574] : INFO : Epoch 1594 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 2105.46 ms [2021-11-09 08:13:46 main:574] : INFO : Epoch 1595 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 2127.06 ms [2021-11-09 08:13:48 main:574] : INFO : Epoch 1596 | loss: 0.0311655 | val_loss: 0.0311773 | Time: 2096.86 ms [2021-11-09 08:13:50 main:574] : INFO : Epoch 1597 | loss: 0.031166 | val_loss: 0.0311764 | Time: 2095.8 ms [2021-11-09 08:13:52 main:574] : INFO : Epoch 1598 | loss: 0.0311655 | val_loss: 0.0311788 | Time: 2086.73 ms [2021-11-09 08:13:55 main:574] : INFO : Epoch 1599 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 2108.33 ms [2021-11-09 08:13:57 main:574] : INFO : Epoch 1600 | loss: 0.0311649 | val_loss: 0.031181 | Time: 2138 ms [2021-11-09 08:13:59 main:574] : INFO : Epoch 1601 | loss: 0.0311661 | val_loss: 0.0311777 | Time: 2104.83 ms [2021-11-09 08:14:01 main:574] : INFO : Epoch 1602 | loss: 0.0311668 | val_loss: 0.0311763 | Time: 2092.72 ms [2021-11-09 08:14:03 main:574] : INFO : Epoch 1603 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 2092.9 ms [2021-11-09 08:14:05 main:574] : INFO : Epoch 1604 | loss: 0.0311655 | val_loss: 0.0311796 | Time: 2111.14 ms [2021-11-09 08:14:08 main:574] : INFO : Epoch 1605 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 2120.26 ms [2021-11-09 08:14:10 main:574] : INFO : Epoch 1606 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 2124.54 ms [2021-11-09 08:14:12 main:574] : INFO : Epoch 1607 | loss: 0.0311652 | val_loss: 0.0311777 | Time: 2084.92 ms [2021-11-09 08:14:14 main:574] : INFO : Epoch 1608 | loss: 0.031165 | val_loss: 0.031179 | Time: 2109.83 ms [2021-11-09 08:14:16 main:574] : INFO : Epoch 1609 | loss: 0.0311638 | val_loss: 0.0311771 | Time: 2145.55 ms [2021-11-09 08:14:18 main:574] : INFO : Epoch 1610 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 2083.51 ms [2021-11-09 08:14:21 main:574] : INFO : Epoch 1611 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 2100.42 ms [2021-11-09 08:14:23 main:574] : INFO : Epoch 1612 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 2093.83 ms [2021-11-09 08:14:25 main:574] : INFO : Epoch 1613 | loss: 0.0311631 | val_loss: 0.0311834 | Time: 2096.42 ms [2021-11-09 08:14:27 main:574] : INFO : Epoch 1614 | loss: 0.0311674 | val_loss: 0.0311817 | Time: 2147.29 ms [2021-11-09 08:14:29 main:574] : INFO : Epoch 1615 | loss: 0.0311654 | val_loss: 0.0311768 | Time: 2088.57 ms [2021-11-09 08:14:31 main:574] : INFO : Epoch 1616 | loss: 0.0311636 | val_loss: 0.0311773 | Time: 2086.03 ms [2021-11-09 08:14:34 main:574] : INFO : Epoch 1617 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 2087.45 ms [2021-11-09 08:14:36 main:574] : INFO : Epoch 1618 | loss: 0.0311631 | val_loss: 0.0311778 | Time: 2123.68 ms [2021-11-09 08:14:38 main:574] : INFO : Epoch 1619 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 2116.59 ms [2021-11-09 08:14:40 main:574] : INFO : Epoch 1620 | loss: 0.0311736 | val_loss: 0.0311834 | Time: 2095.17 ms [2021-11-09 08:14:42 main:574] : INFO : Epoch 1621 | loss: 0.031173 | val_loss: 0.0311766 | Time: 2097.79 ms [2021-11-09 08:14:44 main:574] : INFO : Epoch 1622 | loss: 0.0311706 | val_loss: 0.0311813 | Time: 2094.38 ms [2021-11-09 08:14:47 main:574] : INFO : Epoch 1623 | loss: 0.0311703 | val_loss: 0.031177 | Time: 2148.69 ms [2021-11-09 08:14:49 main:574] : INFO : Epoch 1624 | loss: 0.0311686 | val_loss: 0.0311839 | Time: 2076.69 ms [2021-11-09 08:14:51 main:574] : INFO : Epoch 1625 | loss: 0.0311699 | val_loss: 0.0311854 | Time: 2104.21 ms [2021-11-09 08:14:53 main:574] : INFO : Epoch 1626 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 2100.47 ms [2021-11-09 08:14:55 main:574] : INFO : Epoch 1627 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 2098.26 ms [2021-11-09 08:14:57 main:574] : INFO : Epoch 1628 | loss: 0.0311646 | val_loss: 0.0311794 | Time: 2166 ms [2021-11-09 08:14:59 main:574] : INFO : Epoch 1629 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 2097.77 ms [2021-11-09 08:15:02 main:574] : INFO : Epoch 1630 | loss: 0.0311643 | val_loss: 0.0311782 | Time: 2099.45 ms [2021-11-09 08:15:04 main:574] : INFO : Epoch 1631 | loss: 0.031166 | val_loss: 0.031179 | Time: 2106.69 ms [2021-11-09 08:15:06 main:574] : INFO : Epoch 1632 | loss: 0.0311657 | val_loss: 0.0311767 | Time: 2137.52 ms [2021-11-09 08:15:08 main:574] : INFO : Epoch 1633 | loss: 0.0311661 | val_loss: 0.0311782 | Time: 2088.37 ms [2021-11-09 08:15:10 main:574] : INFO : Epoch 1634 | loss: 0.0311636 | val_loss: 0.0311779 | Time: 2107.71 ms [2021-11-09 08:15:13 main:574] : INFO : Epoch 1635 | loss: 0.0311645 | val_loss: 0.0311796 | Time: 2084.27 ms [2021-11-09 08:15:15 main:574] : INFO : Epoch 1636 | loss: 0.0311651 | val_loss: 0.0311796 | Time: 2092.92 ms [2021-11-09 08:15:17 main:574] : INFO : Epoch 1637 | loss: 0.0311672 | val_loss: 0.0311841 | Time: 2130.11 ms [2021-11-09 08:15:19 main:574] : INFO : Epoch 1638 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 2098 ms [2021-11-09 08:15:21 main:574] : INFO : Epoch 1639 | loss: 0.0311636 | val_loss: 0.031181 | Time: 2097.67 ms [2021-11-09 08:15:23 main:574] : INFO : Epoch 1640 | loss: 0.0311736 | val_loss: 0.0311812 | Time: 2102.33 ms [2021-11-09 08:15:26 main:574] : INFO : Epoch 1641 | loss: 0.0311741 | val_loss: 0.0311859 | Time: 2105.47 ms [2021-11-09 08:15:28 main:574] : INFO : Epoch 1642 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 2145.44 ms [2021-11-09 08:15:30 main:574] : INFO : Epoch 1643 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 2084.76 ms [2021-11-09 08:15:32 main:574] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 2118.31 ms [2021-11-09 08:15:34 main:574] : INFO : Epoch 1645 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 2133.76 ms [2021-11-09 08:15:36 main:574] : INFO : Epoch 1646 | loss: 0.031167 | val_loss: 0.0311766 | Time: 2137.04 ms [2021-11-09 08:15:39 main:574] : INFO : Epoch 1647 | loss: 0.0311681 | val_loss: 0.0311753 | Time: 2082.96 ms [2021-11-09 08:15:41 main:574] : INFO : Epoch 1648 | loss: 0.0311666 | val_loss: 0.0311767 | Time: 2099.47 ms [2021-11-09 08:15:43 main:574] : INFO : Epoch 1649 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 2102.76 ms [2021-11-09 08:15:45 main:574] : INFO : Epoch 1650 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2130.05 ms [2021-11-09 08:15:47 main:574] : INFO : Epoch 1651 | loss: 0.0311695 | val_loss: 0.0311744 | Time: 2090.05 ms [2021-11-09 08:15:49 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.0311791 | Time: 2098.7 ms [2021-11-09 08:15:52 main:574] : INFO : Epoch 1653 | loss: 0.0311692 | val_loss: 0.0311772 | Time: 2127.95 ms [2021-11-09 08:15:54 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 2092.6 ms [2021-11-09 08:15:56 main:574] : INFO : Epoch 1655 | loss: 0.0311668 | val_loss: 0.0311751 | Time: 2120.4 ms [2021-11-09 08:15:58 main:574] : INFO : Epoch 1656 | loss: 0.0311652 | val_loss: 0.0311746 | Time: 2116.93 ms [2021-11-09 08:16:00 main:574] : INFO : Epoch 1657 | loss: 0.0311678 | val_loss: 0.0311765 | Time: 2099.5 ms [2021-11-09 08:16:03 main:574] : INFO : Epoch 1658 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 2135.43 ms [2021-11-09 08:16:05 main:574] : INFO : Epoch 1659 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 2104.66 ms [2021-11-09 08:16:07 main:574] : INFO : Epoch 1660 | loss: 0.0311674 | val_loss: 0.0311773 | Time: 2146.19 ms [2021-11-09 08:16:09 main:574] : INFO : Epoch 1661 | loss: 0.0311711 | val_loss: 0.0311807 | Time: 2132.83 ms [2021-11-09 08:16:11 main:574] : INFO : Epoch 1662 | loss: 0.0311681 | val_loss: 0.0311824 | Time: 2114.07 ms [2021-11-09 08:16:13 main:574] : INFO : Epoch 1663 | loss: 0.0311712 | val_loss: 0.0311804 | Time: 2104.75 ms [2021-11-09 08:16:16 main:574] : INFO : Epoch 1664 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 2106.29 ms [2021-11-09 08:16:18 main:574] : INFO : Epoch 1665 | loss: 0.0311701 | val_loss: 0.031176 | Time: 2129.26 ms [2021-11-09 08:16:20 main:574] : INFO : Epoch 1666 | loss: 0.0311704 | val_loss: 0.0311776 | Time: 2087.37 ms [2021-11-09 08:16:22 main:574] : INFO : Epoch 1667 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 2107.87 ms [2021-11-09 08:16:24 main:574] : INFO : Epoch 1668 | loss: 0.0311676 | val_loss: 0.0311775 | Time: 2070.55 ms [2021-11-09 08:16:26 main:574] : INFO : Epoch 1669 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 2135.9 ms [2021-11-09 08:16:29 main:574] : INFO : Epoch 1670 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 2092.38 ms [2021-11-09 08:16:31 main:574] : INFO : Epoch 1671 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 2099.82 ms [2021-11-09 08:16:33 main:574] : INFO : Epoch 1672 | loss: 0.0311648 | val_loss: 0.0311782 | Time: 2091.61 ms [2021-11-09 08:16:35 main:574] : INFO : Epoch 1673 | loss: 0.0311666 | val_loss: 0.0311747 | Time: 2103.57 ms [2021-11-09 08:16:37 main:574] : INFO : Epoch 1674 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 2149.22 ms [2021-11-09 08:16:39 main:574] : INFO : Epoch 1675 | loss: 0.0312004 | val_loss: 0.0312128 | Time: 2114.79 ms [2021-11-09 08:16:42 main:574] : INFO : Epoch 1676 | loss: 0.0312016 | val_loss: 0.0311969 | Time: 2087.1 ms [2021-11-09 08:16:44 main:574] : INFO : Epoch 1677 | loss: 0.0311915 | val_loss: 0.0311929 | Time: 2100.1 ms [2021-11-09 08:16:46 main:574] : INFO : Epoch 1678 | loss: 0.031187 | val_loss: 0.031189 | Time: 2100.91 ms [2021-11-09 08:16:48 main:574] : INFO : Epoch 1679 | loss: 0.0311834 | val_loss: 0.0311872 | Time: 2100.81 ms [2021-11-09 08:16:50 main:574] : INFO : Epoch 1680 | loss: 0.0311804 | val_loss: 0.0311871 | Time: 2086.82 ms [2021-11-09 08:16:52 main:574] : INFO : Epoch 1681 | loss: 0.0311811 | val_loss: 0.0311905 | Time: 2097.97 ms [2021-11-09 08:16:54 main:574] : INFO : Epoch 1682 | loss: 0.031182 | val_loss: 0.0311876 | Time: 2084.81 ms [2021-11-09 08:16:57 main:574] : INFO : Epoch 1683 | loss: 0.0311795 | val_loss: 0.0311958 | Time: 2152.19 ms [2021-11-09 08:16:59 main:574] : INFO : Epoch 1684 | loss: 0.0311815 | val_loss: 0.0311873 | Time: 2093.61 ms [2021-11-09 08:17:01 main:574] : INFO : Epoch 1685 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 2115.85 ms [2021-11-09 08:17:03 main:574] : INFO : Epoch 1686 | loss: 0.0311762 | val_loss: 0.031185 | Time: 2105.76 ms [2021-11-09 08:17:05 main:574] : INFO : Epoch 1687 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2081.61 ms [2021-11-09 08:17:08 main:574] : INFO : Epoch 1688 | loss: 0.031179 | val_loss: 0.0311838 | Time: 2135.19 ms [2021-11-09 08:17:10 main:574] : INFO : Epoch 1689 | loss: 0.0311778 | val_loss: 0.0311817 | Time: 2090.51 ms [2021-11-09 08:17:12 main:574] : INFO : Epoch 1690 | loss: 0.0311743 | val_loss: 0.0311813 | Time: 2082.06 ms [2021-11-09 08:17:14 main:574] : INFO : Epoch 1691 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 2098.38 ms [2021-11-09 08:17:16 main:574] : INFO : Epoch 1692 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 2118.32 ms [2021-11-09 08:17:18 main:574] : INFO : Epoch 1693 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 2109.23 ms [2021-11-09 08:17:21 main:574] : INFO : Epoch 1694 | loss: 0.03117 | val_loss: 0.0311791 | Time: 2126.22 ms [2021-11-09 08:17:23 main:574] : INFO : Epoch 1695 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 2096.47 ms [2021-11-09 08:17:25 main:574] : INFO : Epoch 1696 | loss: 0.0311679 | val_loss: 0.031177 | Time: 2109.22 ms [2021-11-09 08:17:27 main:574] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.0311741 | Time: 2145.85 ms [2021-11-09 08:17:29 main:574] : INFO : Epoch 1698 | loss: 0.031168 | val_loss: 0.0311777 | Time: 2094.39 ms [2021-11-09 08:17:31 main:574] : INFO : Epoch 1699 | loss: 0.0311678 | val_loss: 0.0311744 | Time: 2092.39 ms [2021-11-09 08:17:34 main:574] : INFO : Epoch 1700 | loss: 0.0311678 | val_loss: 0.0311759 | Time: 2101.84 ms [2021-11-09 08:17:36 main:574] : INFO : Epoch 1701 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 2106.3 ms [2021-11-09 08:17:38 main:574] : INFO : Epoch 1702 | loss: 0.0311663 | val_loss: 0.0311801 | Time: 2129.37 ms [2021-11-09 08:17:40 main:574] : INFO : Epoch 1703 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2134.29 ms [2021-11-09 08:17:42 main:574] : INFO : Epoch 1704 | loss: 0.0311666 | val_loss: 0.031173 | Time: 2082.21 ms [2021-11-09 08:17:44 main:574] : INFO : Epoch 1705 | loss: 0.0311694 | val_loss: 0.0311821 | Time: 2119.56 ms [2021-11-09 08:17:47 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311745 | Time: 2147.89 ms [2021-11-09 08:17:49 main:574] : INFO : Epoch 1707 | loss: 0.0311676 | val_loss: 0.0311833 | Time: 2116.06 ms [2021-11-09 08:17:51 main:574] : INFO : Epoch 1708 | loss: 0.0311689 | val_loss: 0.0311794 | Time: 2085.23 ms [2021-11-09 08:17:53 main:574] : INFO : Epoch 1709 | loss: 0.0311667 | val_loss: 0.0311767 | Time: 2108.23 ms [2021-11-09 08:17:55 main:574] : INFO : Epoch 1710 | loss: 0.031166 | val_loss: 0.0311784 | Time: 2119.92 ms [2021-11-09 08:17:57 main:574] : INFO : Epoch 1711 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 2138.72 ms [2021-11-09 08:18:00 main:574] : INFO : Epoch 1712 | loss: 0.031165 | val_loss: 0.0311764 | Time: 2107.68 ms [2021-11-09 08:18:02 main:574] : INFO : Epoch 1713 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 2143.67 ms [2021-11-09 08:18:04 main:574] : INFO : Epoch 1714 | loss: 0.0311644 | val_loss: 0.031175 | Time: 2098.64 ms [2021-11-09 08:18:06 main:574] : INFO : Epoch 1715 | loss: 0.0311652 | val_loss: 0.031181 | Time: 2098.02 ms [2021-11-09 08:18:08 main:574] : INFO : Epoch 1716 | loss: 0.031174 | val_loss: 0.0311837 | Time: 2147.14 ms [2021-11-09 08:18:11 main:574] : INFO : Epoch 1717 | loss: 0.0311799 | val_loss: 0.0311821 | Time: 2108.29 ms [2021-11-09 08:18:13 main:574] : INFO : Epoch 1718 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2101.22 ms [2021-11-09 08:18:15 main:574] : INFO : Epoch 1719 | loss: 0.0311731 | val_loss: 0.0311804 | Time: 2093.79 ms [2021-11-09 08:18:17 main:574] : INFO : Epoch 1720 | loss: 0.0311715 | val_loss: 0.031179 | Time: 2128.65 ms [2021-11-09 08:18:19 main:574] : INFO : Epoch 1721 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 2095.86 ms [2021-11-09 08:18:21 main:574] : INFO : Epoch 1722 | loss: 0.0311755 | val_loss: 0.0311772 | Time: 2104.83 ms [2021-11-09 08:18:23 main:574] : INFO : Epoch 1723 | loss: 0.0311729 | val_loss: 0.031179 | Time: 2103.2 ms [2021-11-09 08:18:26 main:574] : INFO : Epoch 1724 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 2097.11 ms [2021-11-09 08:18:28 main:574] : INFO : Epoch 1725 | loss: 0.0311698 | val_loss: 0.031176 | Time: 2149.4 ms [2021-11-09 08:18:30 main:574] : INFO : Epoch 1726 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2096.44 ms [2021-11-09 08:18:32 main:574] : INFO : Epoch 1727 | loss: 0.0311705 | val_loss: 0.0311782 | Time: 2099.73 ms [2021-11-09 08:18:34 main:574] : INFO : Epoch 1728 | loss: 0.0311694 | val_loss: 0.0311769 | Time: 2104.26 ms [2021-11-09 08:18:37 main:574] : INFO : Epoch 1729 | loss: 0.0311692 | val_loss: 0.0311781 | Time: 2123.78 ms [2021-11-09 08:18:39 main:574] : INFO : Epoch 1730 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 2118.32 ms [2021-11-09 08:18:41 main:574] : INFO : Epoch 1731 | loss: 0.031169 | val_loss: 0.0311774 | Time: 2092.42 ms [2021-11-09 08:18:43 main:574] : INFO : Epoch 1732 | loss: 0.0311707 | val_loss: 0.031179 | Time: 2095.04 ms [2021-11-09 08:18:45 main:574] : INFO : Epoch 1733 | loss: 0.031174 | val_loss: 0.0311819 | Time: 2105.79 ms [2021-11-09 08:18:47 main:574] : INFO : Epoch 1734 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 2151.92 ms [2021-11-09 08:18:50 main:574] : INFO : Epoch 1735 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2104.09 ms [2021-11-09 08:18:52 main:574] : INFO : Epoch 1736 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 2085.72 ms [2021-11-09 08:18:54 main:574] : INFO : Epoch 1737 | loss: 0.0311683 | val_loss: 0.0311773 | Time: 2092.89 ms [2021-11-09 08:18:56 main:574] : INFO : Epoch 1738 | loss: 0.0311674 | val_loss: 0.0311804 | Time: 2098.13 ms [2021-11-09 08:18:58 main:574] : INFO : Epoch 1739 | loss: 0.0311659 | val_loss: 0.0311779 | Time: 2127.53 ms [2021-11-09 08:19:00 main:574] : INFO : Epoch 1740 | loss: 0.0311664 | val_loss: 0.0311786 | Time: 2087.68 ms [2021-11-09 08:19:03 main:574] : INFO : Epoch 1741 | loss: 0.031166 | val_loss: 0.0311793 | Time: 2083.46 ms [2021-11-09 08:19:05 main:574] : INFO : Epoch 1742 | loss: 0.0311662 | val_loss: 0.0311743 | Time: 2103.22 ms [2021-11-09 08:19:07 main:574] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311756 | Time: 2142.12 ms [2021-11-09 08:19:09 main:574] : INFO : Epoch 1744 | loss: 0.0311656 | val_loss: 0.0311762 | Time: 2129.54 ms [2021-11-09 08:19:11 main:574] : INFO : Epoch 1745 | loss: 0.0311646 | val_loss: 0.0311793 | Time: 2086.83 ms [2021-11-09 08:19:13 main:574] : INFO : Epoch 1746 | loss: 0.0311654 | val_loss: 0.0311837 | Time: 2084.51 ms [2021-11-09 08:19:16 main:574] : INFO : Epoch 1747 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 2072.34 ms [2021-11-09 08:19:18 main:574] : INFO : Epoch 1748 | loss: 0.0311648 | val_loss: 0.0311763 | Time: 2140.38 ms [2021-11-09 08:19:20 main:574] : INFO : Epoch 1749 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 2085.65 ms [2021-11-09 08:19:22 main:574] : INFO : Epoch 1750 | loss: 0.0311662 | val_loss: 0.0311785 | Time: 2111.28 ms [2021-11-09 08:19:24 main:574] : INFO : Epoch 1751 | loss: 0.031165 | val_loss: 0.031175 | Time: 2099.83 ms [2021-11-09 08:19:26 main:574] : INFO : Epoch 1752 | loss: 0.031164 | val_loss: 0.0311753 | Time: 2127.72 ms [2021-11-09 08:19:29 main:574] : INFO : Epoch 1753 | loss: 0.0311637 | val_loss: 0.0311779 | Time: 2160.92 ms [2021-11-09 08:19:31 main:574] : INFO : Epoch 1754 | loss: 0.0311655 | val_loss: 0.0311775 | Time: 2120.72 ms [2021-11-09 08:19:33 main:574] : INFO : Epoch 1755 | loss: 0.0311646 | val_loss: 0.0311768 | Time: 2100.56 ms [2021-11-09 08:19:35 main:574] : INFO : Epoch 1756 | loss: 0.0311658 | val_loss: 0.0311775 | Time: 2135.08 ms [2021-11-09 08:19:37 main:574] : INFO : Epoch 1757 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 2118.16 ms [2021-11-09 08:19:39 main:574] : INFO : Epoch 1758 | loss: 0.0311625 | val_loss: 0.0311769 | Time: 2132.45 ms [2021-11-09 08:19:42 main:574] : INFO : Epoch 1759 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 2133.37 ms [2021-11-09 08:19:44 main:574] : INFO : Epoch 1760 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 2119.98 ms [2021-11-09 08:19:46 main:574] : INFO : Epoch 1761 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 2103.66 ms [2021-11-09 08:19:48 main:574] : INFO : Epoch 1762 | loss: 0.0311635 | val_loss: 0.0311785 | Time: 2179.76 ms [2021-11-09 08:19:50 main:574] : INFO : Epoch 1763 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 2102.54 ms [2021-11-09 08:19:53 main:574] : INFO : Epoch 1764 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 2120.67 ms [2021-11-09 08:19:55 main:574] : INFO : Epoch 1765 | loss: 0.0311619 | val_loss: 0.0311756 | Time: 2127.43 ms [2021-11-09 08:19:57 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311767 | Time: 2160.47 ms [2021-11-09 08:19:59 main:574] : INFO : Epoch 1767 | loss: 0.0311634 | val_loss: 0.0311786 | Time: 2157.87 ms [2021-11-09 08:20:02 main:574] : INFO : Epoch 1768 | loss: 0.0311616 | val_loss: 0.0311742 | Time: 2164.25 ms [2021-11-09 08:20:04 main:574] : INFO : Epoch 1769 | loss: 0.0311611 | val_loss: 0.031176 | Time: 2157.72 ms [2021-11-09 08:20:06 main:574] : INFO : Epoch 1770 | loss: 0.0311614 | val_loss: 0.0311781 | Time: 2152.54 ms [2021-11-09 08:20:08 main:574] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311762 | Time: 2145.73 ms [2021-11-09 08:20:10 main:574] : INFO : Epoch 1772 | loss: 0.0311647 | val_loss: 0.0311771 | Time: 2151.07 ms [2021-11-09 08:20:13 main:574] : INFO : Epoch 1773 | loss: 0.0311645 | val_loss: 0.0311781 | Time: 2160.9 ms [2021-11-09 08:20:15 main:574] : INFO : Epoch 1774 | loss: 0.0311654 | val_loss: 0.0311757 | Time: 2162.83 ms [2021-11-09 08:20:17 main:574] : INFO : Epoch 1775 | loss: 0.0311659 | val_loss: 0.031181 | Time: 2157.57 ms [2021-11-09 08:20:19 main:574] : INFO : Epoch 1776 | loss: 0.0311654 | val_loss: 0.031188 | Time: 2167.62 ms [2021-11-09 08:20:22 main:574] : INFO : Epoch 1777 | loss: 0.0311673 | val_loss: 0.0311775 | Time: 2159.2 ms [2021-11-09 08:20:24 main:574] : INFO : Epoch 1778 | loss: 0.0311634 | val_loss: 0.0311778 | Time: 2164.75 ms [2021-11-09 08:20:26 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 2155.81 ms [2021-11-09 08:20:28 main:574] : INFO : Epoch 1780 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 2163.7 ms [2021-11-09 08:20:30 main:574] : INFO : Epoch 1781 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 2161.28 ms [2021-11-09 08:20:33 main:574] : INFO : Epoch 1782 | loss: 0.0311659 | val_loss: 0.0311794 | Time: 2145.41 ms [2021-11-09 08:20:35 main:574] : INFO : Epoch 1783 | loss: 0.0311624 | val_loss: 0.0311766 | Time: 2154.13 ms [2021-11-09 08:20:37 main:574] : INFO : Epoch 1784 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 2151.57 ms [2021-11-09 08:20:39 main:574] : INFO : Epoch 1785 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 2155.36 ms [2021-11-09 08:20:41 main:574] : INFO : Epoch 1786 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 2137.72 ms [2021-11-09 08:20:44 main:574] : INFO : Epoch 1787 | loss: 0.0311617 | val_loss: 0.0311744 | Time: 2158.81 ms [2021-11-09 08:20:46 main:574] : INFO : Epoch 1788 | loss: 0.0311605 | val_loss: 0.0311751 | Time: 2155.61 ms [2021-11-09 08:20:48 main:574] : INFO : Epoch 1789 | loss: 0.0311636 | val_loss: 0.031177 | Time: 2163.71 ms [2021-11-09 08:20:50 main:574] : INFO : Epoch 1790 | loss: 0.0311644 | val_loss: 0.0311817 | Time: 2151.56 ms [2021-11-09 08:20:52 main:574] : INFO : Epoch 1791 | loss: 0.031162 | val_loss: 0.0311779 | Time: 2165.36 ms [2021-11-09 08:20:55 main:574] : INFO : Epoch 1792 | loss: 0.0311611 | val_loss: 0.0311759 | Time: 2151.03 ms [2021-11-09 08:20:57 main:574] : INFO : Epoch 1793 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 2164.48 ms [2021-11-09 08:20:59 main:574] : INFO : Epoch 1794 | loss: 0.0311601 | val_loss: 0.0311778 | Time: 2168.83 ms [2021-11-09 08:21:01 main:574] : INFO : Epoch 1795 | loss: 0.031162 | val_loss: 0.0311831 | Time: 2160.49 ms [2021-11-09 08:21:03 main:574] : INFO : Epoch 1796 | loss: 0.0311626 | val_loss: 0.0311776 | Time: 2151.74 ms [2021-11-09 08:21:06 main:574] : INFO : Epoch 1797 | loss: 0.0311602 | val_loss: 0.0311751 | Time: 2150.72 ms [2021-11-09 08:21:08 main:574] : INFO : Epoch 1798 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 2166.01 ms [2021-11-09 08:21:10 main:574] : INFO : Epoch 1799 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 2149.11 ms [2021-11-09 08:21:12 main:574] : INFO : Epoch 1800 | loss: 0.0311578 | val_loss: 0.0311765 | Time: 2160.01 ms [2021-11-09 08:21:15 main:574] : INFO : Epoch 1801 | loss: 0.0311569 | val_loss: 0.0311733 | Time: 2184.03 ms [2021-11-09 08:21:17 main:574] : INFO : Epoch 1802 | loss: 0.0311592 | val_loss: 0.0311729 | Time: 2182.08 ms [2021-11-09 08:21:19 main:574] : INFO : Epoch 1803 | loss: 0.0311602 | val_loss: 0.0311732 | Time: 2172.96 ms [2021-11-09 08:21:21 main:574] : INFO : Epoch 1804 | loss: 0.0311599 | val_loss: 0.0311784 | Time: 2185.79 ms [2021-11-09 08:21:23 main:574] : INFO : Epoch 1805 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 2176.07 ms [2021-11-09 08:21:26 main:574] : INFO : Epoch 1806 | loss: 0.0311645 | val_loss: 0.0311762 | Time: 2184.53 ms [2021-11-09 08:21:28 main:574] : INFO : Epoch 1807 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 2177.4 ms [2021-11-09 08:21:30 main:574] : INFO : Epoch 1808 | loss: 0.031163 | val_loss: 0.0311747 | Time: 2186.8 ms [2021-11-09 08:21:33 main:574] : INFO : Epoch 1809 | loss: 0.0311635 | val_loss: 0.0311804 | Time: 2182.9 ms [2021-11-09 08:21:35 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311778 | Time: 2182.57 ms [2021-11-09 08:21:37 main:574] : INFO : Epoch 1811 | loss: 0.0311674 | val_loss: 0.0311767 | Time: 2176.54 ms [2021-11-09 08:21:39 main:574] : INFO : Epoch 1812 | loss: 0.0311647 | val_loss: 0.0311801 | Time: 2184.06 ms [2021-11-09 08:21:42 main:574] : INFO : Epoch 1813 | loss: 0.0311692 | val_loss: 0.0311776 | Time: 2182.95 ms [2021-11-09 08:21:44 main:574] : INFO : Epoch 1814 | loss: 0.0311692 | val_loss: 0.0311806 | Time: 2171.59 ms [2021-11-09 08:21:46 main:574] : INFO : Epoch 1815 | loss: 0.0311661 | val_loss: 0.0311758 | Time: 2185.53 ms [2021-11-09 08:21:48 main:574] : INFO : Epoch 1816 | loss: 0.0311646 | val_loss: 0.0311743 | Time: 2182.75 ms [2021-11-09 08:21:51 main:574] : INFO : Epoch 1817 | loss: 0.0311695 | val_loss: 0.0311829 | Time: 2165.01 ms [2021-11-09 08:21:53 main:574] : INFO : Epoch 1818 | loss: 0.0311787 | val_loss: 0.0311816 | Time: 2179.71 ms [2021-11-09 08:21:55 main:574] : INFO : Epoch 1819 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 2183.64 ms [2021-11-09 08:21:57 main:574] : INFO : Epoch 1820 | loss: 0.0311736 | val_loss: 0.0311773 | Time: 2186.81 ms [2021-11-09 08:22:00 main:574] : INFO : Epoch 1821 | loss: 0.0311728 | val_loss: 0.0311761 | Time: 2194.07 ms [2021-11-09 08:22:02 main:574] : INFO : Epoch 1822 | loss: 0.0311713 | val_loss: 0.0311776 | Time: 2186.89 ms [2021-11-09 08:22:04 main:574] : INFO : Epoch 1823 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 2176.88 ms [2021-11-09 08:22:06 main:574] : INFO : Epoch 1824 | loss: 0.0311799 | val_loss: 0.0311845 | Time: 2190.19 ms [2021-11-09 08:22:08 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.0311817 | Time: 2179.59 ms [2021-11-09 08:22:11 main:574] : INFO : Epoch 1826 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 2185.95 ms [2021-11-09 08:22:13 main:574] : INFO : Epoch 1827 | loss: 0.0311678 | val_loss: 0.0311788 | Time: 2182.99 ms [2021-11-09 08:22:15 main:574] : INFO : Epoch 1828 | loss: 0.03117 | val_loss: 0.0311801 | Time: 2185.44 ms [2021-11-09 08:22:17 main:574] : INFO : Epoch 1829 | loss: 0.0311689 | val_loss: 0.0311774 | Time: 2177.03 ms [2021-11-09 08:22:20 main:574] : INFO : Epoch 1830 | loss: 0.0311686 | val_loss: 0.031181 | Time: 2179.51 ms [2021-11-09 08:22:22 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.031179 | Time: 2182.89 ms [2021-11-09 08:22:24 main:574] : INFO : Epoch 1832 | loss: 0.0311719 | val_loss: 0.0311857 | Time: 2183.98 ms [2021-11-09 08:22:26 main:574] : INFO : Epoch 1833 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2171.74 ms [2021-11-09 08:22:29 main:574] : INFO : Epoch 1834 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 2171.8 ms [2021-11-09 08:22:31 main:574] : INFO : Epoch 1835 | loss: 0.0311657 | val_loss: 0.031178 | Time: 2186.63 ms [2021-11-09 08:22:33 main:574] : INFO : Epoch 1836 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 2190.97 ms [2021-11-09 08:22:35 main:574] : INFO : Epoch 1837 | loss: 0.0311628 | val_loss: 0.0311767 | Time: 2178.51 ms [2021-11-09 08:22:38 main:574] : INFO : Epoch 1838 | loss: 0.0311637 | val_loss: 0.0311767 | Time: 2168.77 ms [2021-11-09 08:22:40 main:574] : INFO : Epoch 1839 | loss: 0.0311626 | val_loss: 0.0311765 | Time: 2180.76 ms [2021-11-09 08:22:42 main:574] : INFO : Epoch 1840 | loss: 0.0311635 | val_loss: 0.0311756 | Time: 2177.63 ms [2021-11-09 08:22:44 main:574] : INFO : Epoch 1841 | loss: 0.0311626 | val_loss: 0.0311768 | Time: 2173.9 ms [2021-11-09 08:22:47 main:574] : INFO : Epoch 1842 | loss: 0.0311623 | val_loss: 0.0311773 | Time: 2177.55 ms [2021-11-09 08:22:49 main:574] : INFO : Epoch 1843 | loss: 0.0311626 | val_loss: 0.0311756 | Time: 2179.52 ms [2021-11-09 08:22:51 main:574] : INFO : Epoch 1844 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 2185.26 ms [2021-11-09 08:22:53 main:574] : INFO : Epoch 1845 | loss: 0.0311617 | val_loss: 0.0311749 | Time: 2181.65 ms [2021-11-09 08:22:55 main:574] : INFO : Epoch 1846 | loss: 0.0311613 | val_loss: 0.0311767 | Time: 2185.48 ms [2021-11-09 08:22:58 main:574] : INFO : Epoch 1847 | loss: 0.0311629 | val_loss: 0.0311751 | Time: 2167.65 ms [2021-11-09 08:23:00 main:574] : INFO : Epoch 1848 | loss: 0.0311615 | val_loss: 0.0311742 | Time: 2183.78 ms [2021-11-09 08:23:02 main:574] : INFO : Epoch 1849 | loss: 0.0311618 | val_loss: 0.0311757 | Time: 2176.36 ms [2021-11-09 08:23:04 main:574] : INFO : Epoch 1850 | loss: 0.0311634 | val_loss: 0.0311766 | Time: 2178.37 ms [2021-11-09 08:23:07 main:574] : INFO : Epoch 1851 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 2190.98 ms [2021-11-09 08:23:09 main:574] : INFO : Epoch 1852 | loss: 0.0311667 | val_loss: 0.0311792 | Time: 2192.35 ms [2021-11-09 08:23:11 main:574] : INFO : Epoch 1853 | loss: 0.0311652 | val_loss: 0.0311798 | Time: 2193.25 ms [2021-11-09 08:23:13 main:574] : INFO : Epoch 1854 | loss: 0.0311654 | val_loss: 0.0311777 | Time: 2187.23 ms [2021-11-09 08:23:16 main:574] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 2177.82 ms [2021-11-09 08:23:18 main:574] : INFO : Epoch 1856 | loss: 0.0311618 | val_loss: 0.0311758 | Time: 2164.21 ms [2021-11-09 08:23:20 main:574] : INFO : Epoch 1857 | loss: 0.0311619 | val_loss: 0.0311742 | Time: 2181.17 ms [2021-11-09 08:23:22 main:574] : INFO : Epoch 1858 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 2188.74 ms [2021-11-09 08:23:25 main:574] : INFO : Epoch 1859 | loss: 0.0311645 | val_loss: 0.0311805 | Time: 2177.56 ms [2021-11-09 08:23:27 main:574] : INFO : Epoch 1860 | loss: 0.0311651 | val_loss: 0.0311772 | Time: 2181.99 ms [2021-11-09 08:23:29 main:574] : INFO : Epoch 1861 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 2197.65 ms [2021-11-09 08:23:31 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311765 | Time: 2182.48 ms [2021-11-09 08:23:34 main:574] : INFO : Epoch 1863 | loss: 0.0311624 | val_loss: 0.0311748 | Time: 2180.25 ms [2021-11-09 08:23:36 main:574] : INFO : Epoch 1864 | loss: 0.0311626 | val_loss: 0.031176 | Time: 2181.45 ms [2021-11-09 08:23:38 main:574] : INFO : Epoch 1865 | loss: 0.0311617 | val_loss: 0.0311813 | Time: 2178.5 ms [2021-11-09 08:23:40 main:574] : INFO : Epoch 1866 | loss: 0.0311629 | val_loss: 0.0311753 | Time: 2181.32 ms [2021-11-09 08:23:43 main:574] : INFO : Epoch 1867 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 2187.95 ms [2021-11-09 08:23:45 main:574] : INFO : Epoch 1868 | loss: 0.0311655 | val_loss: 0.0311743 | Time: 2179.11 ms [2021-11-09 08:23:47 main:574] : INFO : Epoch 1869 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 2182.71 ms [2021-11-09 08:23:49 main:574] : INFO : Epoch 1870 | loss: 0.0311665 | val_loss: 0.0311769 | Time: 2161.6 ms [2021-11-09 08:23:52 main:574] : INFO : Epoch 1871 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2179.52 ms [2021-11-09 08:23:54 main:574] : INFO : Epoch 1872 | loss: 0.0311657 | val_loss: 0.0311832 | Time: 2178.44 ms [2021-11-09 08:23:56 main:574] : INFO : Epoch 1873 | loss: 0.031165 | val_loss: 0.0311762 | Time: 2178.15 ms [2021-11-09 08:23:58 main:574] : INFO : Epoch 1874 | loss: 0.0311616 | val_loss: 0.0311756 | Time: 2159.02 ms [2021-11-09 08:24:01 main:574] : INFO : Epoch 1875 | loss: 0.0311615 | val_loss: 0.0311776 | Time: 2180.72 ms [2021-11-09 08:24:03 main:574] : INFO : Epoch 1876 | loss: 0.0311607 | val_loss: 0.031176 | Time: 2180.06 ms [2021-11-09 08:24:05 main:574] : INFO : Epoch 1877 | loss: 0.0311653 | val_loss: 0.0311783 | Time: 2185.47 ms [2021-11-09 08:24:07 main:574] : INFO : Epoch 1878 | loss: 0.0311639 | val_loss: 0.03118 | Time: 2173.17 ms [2021-11-09 08:24:09 main:574] : INFO : Epoch 1879 | loss: 0.0311639 | val_loss: 0.0311734 | Time: 2195.14 ms [2021-11-09 08:24:12 main:574] : INFO : Epoch 1880 | loss: 0.0311615 | val_loss: 0.0311738 | Time: 2187.92 ms [2021-11-09 08:24:14 main:574] : INFO : Epoch 1881 | loss: 0.0311624 | val_loss: 0.0311756 | Time: 2185.05 ms [2021-11-09 08:24:16 main:574] : INFO : Epoch 1882 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 2184.86 ms [2021-11-09 08:24:18 main:574] : INFO : Epoch 1883 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 2168.78 ms [2021-11-09 08:24:21 main:574] : INFO : Epoch 1884 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 2178.27 ms [2021-11-09 08:24:23 main:574] : INFO : Epoch 1885 | loss: 0.0311673 | val_loss: 0.0311818 | Time: 2182.05 ms [2021-11-09 08:24:25 main:574] : INFO : Epoch 1886 | loss: 0.0311664 | val_loss: 0.031177 | Time: 2169.86 ms [2021-11-09 08:24:27 main:574] : INFO : Epoch 1887 | loss: 0.0311672 | val_loss: 0.031178 | Time: 2160.45 ms [2021-11-09 08:24:30 main:574] : INFO : Epoch 1888 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 2168.2 ms [2021-11-09 08:24:32 main:574] : INFO : Epoch 1889 | loss: 0.0311626 | val_loss: 0.0311782 | Time: 2150.51 ms [2021-11-09 08:24:34 main:574] : INFO : Epoch 1890 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 2164.53 ms [2021-11-09 08:24:36 main:574] : INFO : Epoch 1891 | loss: 0.031164 | val_loss: 0.0311739 | Time: 2165.67 ms [2021-11-09 08:24:38 main:574] : INFO : Epoch 1892 | loss: 0.0311614 | val_loss: 0.0311761 | Time: 2161.25 ms [2021-11-09 08:24:41 main:574] : INFO : Epoch 1893 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 2160.42 ms [2021-11-09 08:24:43 main:574] : INFO : Epoch 1894 | loss: 0.0311712 | val_loss: 0.0311764 | Time: 2164.93 ms [2021-11-09 08:24:45 main:574] : INFO : Epoch 1895 | loss: 0.0311687 | val_loss: 0.031176 | Time: 2170.09 ms [2021-11-09 08:24:47 main:574] : INFO : Epoch 1896 | loss: 0.0311675 | val_loss: 0.0311777 | Time: 2153.09 ms [2021-11-09 08:24:49 main:574] : INFO : Epoch 1897 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 2182.82 ms [2021-11-09 08:24:52 main:574] : INFO : Epoch 1898 | loss: 0.0311678 | val_loss: 0.0311769 | Time: 2148.73 ms [2021-11-09 08:24:54 main:574] : INFO : Epoch 1899 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 2164.54 ms [2021-11-09 08:24:56 main:574] : INFO : Epoch 1900 | loss: 0.031166 | val_loss: 0.0311799 | Time: 2186.68 ms [2021-11-09 08:24:58 main:574] : INFO : Epoch 1901 | loss: 0.0311647 | val_loss: 0.0311784 | Time: 2163.63 ms [2021-11-09 08:25:01 main:574] : INFO : Epoch 1902 | loss: 0.0311624 | val_loss: 0.0311809 | Time: 2171.15 ms [2021-11-09 08:25:03 main:574] : INFO : Epoch 1903 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2193.43 ms [2021-11-09 08:25:05 main:574] : INFO : Epoch 1904 | loss: 0.0311659 | val_loss: 0.0311752 | Time: 2164.61 ms [2021-11-09 08:25:07 main:574] : INFO : Epoch 1905 | loss: 0.0311644 | val_loss: 0.0311754 | Time: 2162.08 ms [2021-11-09 08:25:10 main:574] : INFO : Epoch 1906 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 2187.44 ms [2021-11-09 08:25:12 main:574] : INFO : Epoch 1907 | loss: 0.0311636 | val_loss: 0.0311776 | Time: 2177.31 ms [2021-11-09 08:25:14 main:574] : INFO : Epoch 1908 | loss: 0.0311666 | val_loss: 0.0311763 | Time: 2178.21 ms [2021-11-09 08:25:16 main:574] : INFO : Epoch 1909 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 2158.32 ms [2021-11-09 08:25:19 main:574] : INFO : Epoch 1910 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 2159.79 ms [2021-11-09 08:25:21 main:574] : INFO : Epoch 1911 | loss: 0.0311634 | val_loss: 0.0311748 | Time: 2176.02 ms [2021-11-09 08:25:23 main:574] : INFO : Epoch 1912 | loss: 0.0311621 | val_loss: 0.031174 | Time: 2175.91 ms [2021-11-09 08:25:25 main:574] : INFO : Epoch 1913 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 2179.05 ms [2021-11-09 08:25:28 main:574] : INFO : Epoch 1914 | loss: 0.031161 | val_loss: 0.0311738 | Time: 2161.3 ms [2021-11-09 08:25:30 main:574] : INFO : Epoch 1915 | loss: 0.0311606 | val_loss: 0.0311755 | Time: 2152.63 ms [2021-11-09 08:25:32 main:574] : INFO : Epoch 1916 | loss: 0.0311598 | val_loss: 0.0311734 | Time: 2164.3 ms [2021-11-09 08:25:34 main:574] : INFO : Epoch 1917 | loss: 0.0311602 | val_loss: 0.031176 | Time: 2171.37 ms [2021-11-09 08:25:37 main:574] : INFO : Epoch 1918 | loss: 0.0311591 | val_loss: 0.0311752 | Time: 2188.43 ms [2021-11-09 08:25:39 main:574] : INFO : Epoch 1919 | loss: 0.0311603 | val_loss: 0.0311745 | Time: 2191.57 ms [2021-11-09 08:25:41 main:574] : INFO : Epoch 1920 | loss: 0.0311633 | val_loss: 0.0311781 | Time: 2163.71 ms [2021-11-09 08:25:43 main:574] : INFO : Epoch 1921 | loss: 0.0311697 | val_loss: 0.0311837 | Time: 2154.99 ms [2021-11-09 08:25:45 main:574] : INFO : Epoch 1922 | loss: 0.0311717 | val_loss: 0.0311803 | Time: 2158.28 ms [2021-11-09 08:25:48 main:574] : INFO : Epoch 1923 | loss: 0.0311677 | val_loss: 0.0311762 | Time: 2181.01 ms [2021-11-09 08:25:50 main:574] : INFO : Epoch 1924 | loss: 0.0311655 | val_loss: 0.0311751 | Time: 2167.38 ms [2021-11-09 08:25:52 main:574] : INFO : Epoch 1925 | loss: 0.031163 | val_loss: 0.0311747 | Time: 2158.45 ms [2021-11-09 08:25:55 main:574] : INFO : Epoch 1926 | loss: 0.0311616 | val_loss: 0.0311767 | Time: 2157.58 ms [2021-11-09 08:25:57 main:574] : INFO : Epoch 1927 | loss: 0.0311625 | val_loss: 0.0311743 | Time: 2160.57 ms [2021-11-09 08:25:59 main:574] : INFO : Epoch 1928 | loss: 0.0311602 | val_loss: 0.0311752 | Time: 2170.48 ms [2021-11-09 08:26:01 main:574] : INFO : Epoch 1929 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 2167.36 ms [2021-11-09 08:26:03 main:574] : INFO : Epoch 1930 | loss: 0.0311575 | val_loss: 0.0311732 | Time: 2169.7 ms [2021-11-09 08:26:06 main:574] : INFO : Epoch 1931 | loss: 0.0311599 | val_loss: 0.0311772 | Time: 2160.38 ms [2021-11-09 08:26:08 main:574] : INFO : Epoch 1932 | loss: 0.0311626 | val_loss: 0.0311781 | Time: 2156.78 ms [2021-11-09 08:26:10 main:574] : INFO : Epoch 1933 | loss: 0.0311638 | val_loss: 0.0311815 | Time: 2157.47 ms [2021-11-09 08:26:12 main:574] : INFO : Epoch 1934 | loss: 0.0311612 | val_loss: 0.0311797 | Time: 2173.81 ms [2021-11-09 08:26:14 main:574] : INFO : Epoch 1935 | loss: 0.0311602 | val_loss: 0.031176 | Time: 2150.04 ms [2021-11-09 08:26:17 main:574] : INFO : Epoch 1936 | loss: 0.0311607 | val_loss: 0.0311783 | Time: 2174.04 ms [2021-11-09 08:26:19 main:574] : INFO : Epoch 1937 | loss: 0.0311593 | val_loss: 0.0311753 | Time: 2167.43 ms [2021-11-09 08:26:21 main:574] : INFO : Epoch 1938 | loss: 0.031161 | val_loss: 0.031178 | Time: 2150.89 ms [2021-11-09 08:26:23 main:574] : INFO : Epoch 1939 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 2176.16 ms [2021-11-09 08:26:26 main:574] : INFO : Epoch 1940 | loss: 0.0311583 | val_loss: 0.0311758 | Time: 2172.45 ms [2021-11-09 08:26:28 main:574] : INFO : Epoch 1941 | loss: 0.0311651 | val_loss: 0.0311795 | Time: 2166.59 ms [2021-11-09 08:26:30 main:574] : INFO : Epoch 1942 | loss: 0.0311649 | val_loss: 0.0311752 | Time: 2170.09 ms [2021-11-09 08:26:32 main:574] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311748 | Time: 2165.27 ms [2021-11-09 08:26:34 main:574] : INFO : Epoch 1944 | loss: 0.0311611 | val_loss: 0.0311754 | Time: 2158.67 ms [2021-11-09 08:26:37 main:574] : INFO : Epoch 1945 | loss: 0.031163 | val_loss: 0.0311753 | Time: 2160.02 ms [2021-11-09 08:26:39 main:574] : INFO : Epoch 1946 | loss: 0.031162 | val_loss: 0.0311737 | Time: 2158.06 ms [2021-11-09 08:26:41 main:574] : INFO : Epoch 1947 | loss: 0.0311602 | val_loss: 0.0311746 | Time: 2174.77 ms [2021-11-09 08:26:43 main:574] : INFO : Epoch 1948 | loss: 0.0311623 | val_loss: 0.0311751 | Time: 2158 ms [2021-11-09 08:26:46 main:574] : INFO : Epoch 1949 | loss: 0.0311612 | val_loss: 0.0311746 | Time: 2163.76 ms [2021-11-09 08:26:48 main:574] : INFO : Epoch 1950 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 2178.86 ms [2021-11-09 08:26:50 main:574] : INFO : Epoch 1951 | loss: 0.0311587 | val_loss: 0.0311772 | Time: 2178.23 ms [2021-11-09 08:26:52 main:574] : INFO : Epoch 1952 | loss: 0.0311596 | val_loss: 0.0311818 | Time: 2150.48 ms [2021-11-09 08:26:54 main:574] : INFO : Epoch 1953 | loss: 0.0311606 | val_loss: 0.0311757 | Time: 2156.67 ms [2021-11-09 08:26:57 main:574] : INFO : Epoch 1954 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2172.62 ms [2021-11-09 08:26:59 main:574] : INFO : Epoch 1955 | loss: 0.0311594 | val_loss: 0.0311721 | Time: 2179.94 ms [2021-11-09 08:27:01 main:574] : INFO : Epoch 1956 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 2161.56 ms [2021-11-09 08:27:03 main:574] : INFO : Epoch 1957 | loss: 0.0311603 | val_loss: 0.0311779 | Time: 2168.36 ms [2021-11-09 08:27:06 main:574] : INFO : Epoch 1958 | loss: 0.0311589 | val_loss: 0.0311749 | Time: 2164.51 ms [2021-11-09 08:27:08 main:574] : INFO : Epoch 1959 | loss: 0.0311578 | val_loss: 0.0311746 | Time: 2172.87 ms [2021-11-09 08:27:10 main:574] : INFO : Epoch 1960 | loss: 0.0311589 | val_loss: 0.0311778 | Time: 2158.83 ms [2021-11-09 08:27:12 main:574] : INFO : Epoch 1961 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 2173.32 ms [2021-11-09 08:27:15 main:574] : INFO : Epoch 1962 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2168.71 ms [2021-11-09 08:27:17 main:574] : INFO : Epoch 1963 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2154.95 ms [2021-11-09 08:27:19 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311733 | Time: 2154.11 ms [2021-11-09 08:27:21 main:574] : INFO : Epoch 1965 | loss: 0.0311594 | val_loss: 0.031177 | Time: 2173.55 ms [2021-11-09 08:27:23 main:574] : INFO : Epoch 1966 | loss: 0.031159 | val_loss: 0.0311737 | Time: 2154.19 ms [2021-11-09 08:27:26 main:574] : INFO : Epoch 1967 | loss: 0.0311612 | val_loss: 0.0311742 | Time: 2162.81 ms [2021-11-09 08:27:28 main:574] : INFO : Epoch 1968 | loss: 0.0311619 | val_loss: 0.0311827 | Time: 2165.83 ms [2021-11-09 08:27:30 main:574] : INFO : Epoch 1969 | loss: 0.031163 | val_loss: 0.0311777 | Time: 2180.94 ms [2021-11-09 08:27:32 main:574] : INFO : Epoch 1970 | loss: 0.0311604 | val_loss: 0.0311742 | Time: 2176.19 ms [2021-11-09 08:27:35 main:574] : INFO : Epoch 1971 | loss: 0.0311587 | val_loss: 0.0311771 | Time: 2175.38 ms [2021-11-09 08:27:37 main:574] : INFO : Epoch 1972 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 2158.69 ms [2021-11-09 08:27:39 main:574] : INFO : Epoch 1973 | loss: 0.0311588 | val_loss: 0.0311737 | Time: 2160.7 ms [2021-11-09 08:27:41 main:574] : INFO : Epoch 1974 | loss: 0.0311616 | val_loss: 0.0311775 | Time: 2179.78 ms [2021-11-09 08:27:44 main:574] : INFO : Epoch 1975 | loss: 0.0311655 | val_loss: 0.0311808 | Time: 2156.11 ms [2021-11-09 08:27:46 main:574] : INFO : Epoch 1976 | loss: 0.0311618 | val_loss: 0.0311807 | Time: 2184.37 ms [2021-11-09 08:27:48 main:574] : INFO : Epoch 1977 | loss: 0.0311607 | val_loss: 0.0311725 | Time: 2156.78 ms [2021-11-09 08:27:50 main:574] : INFO : Epoch 1978 | loss: 0.0311579 | val_loss: 0.0311796 | Time: 2155.81 ms [2021-11-09 08:27:52 main:574] : INFO : Epoch 1979 | loss: 0.031158 | val_loss: 0.031174 | Time: 2154.07 ms [2021-11-09 08:27:55 main:574] : INFO : Epoch 1980 | loss: 0.0311604 | val_loss: 0.031176 | Time: 2166.57 ms [2021-11-09 08:27:57 main:574] : INFO : Epoch 1981 | loss: 0.0311787 | val_loss: 0.0311818 | Time: 2153.88 ms [2021-11-09 08:27:59 main:574] : INFO : Epoch 1982 | loss: 0.0311804 | val_loss: 0.0311793 | Time: 2176.89 ms [2021-11-09 08:28:01 main:574] : INFO : Epoch 1983 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 2154.45 ms [2021-11-09 08:28:04 main:574] : INFO : Epoch 1984 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 2165.19 ms [2021-11-09 08:28:06 main:574] : INFO : Epoch 1985 | loss: 0.031175 | val_loss: 0.0311772 | Time: 2165.89 ms [2021-11-09 08:28:08 main:574] : INFO : Epoch 1986 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 2178.72 ms [2021-11-09 08:28:10 main:574] : INFO : Epoch 1987 | loss: 0.0311732 | val_loss: 0.031178 | Time: 2156.72 ms [2021-11-09 08:28:12 main:574] : INFO : Epoch 1988 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 2175.57 ms [2021-11-09 08:28:15 main:574] : INFO : Epoch 1989 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2194.24 ms [2021-11-09 08:28:17 main:574] : INFO : Epoch 1990 | loss: 0.03117 | val_loss: 0.0311744 | Time: 2157.93 ms [2021-11-09 08:28:19 main:574] : INFO : Epoch 1991 | loss: 0.0311692 | val_loss: 0.0311729 | Time: 2179.72 ms [2021-11-09 08:28:22 main:574] : INFO : Epoch 1992 | loss: 0.031168 | val_loss: 0.031172 | Time: 2158.92 ms [2021-11-09 08:28:24 main:574] : INFO : Epoch 1993 | loss: 0.0311684 | val_loss: 0.0311758 | Time: 2175.4 ms [2021-11-09 08:28:26 main:574] : INFO : Epoch 1994 | loss: 0.0311669 | val_loss: 0.0311722 | Time: 2154.27 ms [2021-11-09 08:28:28 main:574] : INFO : Epoch 1995 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 2153.98 ms [2021-11-09 08:28:30 main:574] : INFO : Epoch 1996 | loss: 0.0311652 | val_loss: 0.0311719 | Time: 2170.22 ms [2021-11-09 08:28:33 main:574] : INFO : Epoch 1997 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 2175.58 ms [2021-11-09 08:28:35 main:574] : INFO : Epoch 1998 | loss: 0.031166 | val_loss: 0.0311714 | Time: 2178.3 ms [2021-11-09 08:28:37 main:574] : INFO : Epoch 1999 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 2177.2 ms [2021-11-09 08:28:39 main:574] : INFO : Epoch 2000 | loss: 0.0311637 | val_loss: 0.0311733 | Time: 2165.45 ms [2021-11-09 08:28:42 main:574] : INFO : Epoch 2001 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 2182.67 ms [2021-11-09 08:28:44 main:574] : INFO : Epoch 2002 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 2177.65 ms [2021-11-09 08:28:46 main:574] : INFO : Epoch 2003 | loss: 0.0311618 | val_loss: 0.0311713 | Time: 2167.88 ms [2021-11-09 08:28:48 main:574] : INFO : Epoch 2004 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 2170.4 ms [2021-11-09 08:28:51 main:574] : INFO : Epoch 2005 | loss: 0.0311643 | val_loss: 0.0311731 | Time: 2172.61 ms [2021-11-09 08:28:53 main:574] : INFO : Epoch 2006 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2173.88 ms [2021-11-09 08:28:55 main:574] : INFO : Epoch 2007 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 2159.04 ms [2021-11-09 08:28:57 main:574] : INFO : Epoch 2008 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 2162.96 ms [2021-11-09 08:28:59 main:574] : INFO : Epoch 2009 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 2173.2 ms [2021-11-09 08:29:02 main:574] : INFO : Epoch 2010 | loss: 0.0311638 | val_loss: 0.0311758 | Time: 2159.61 ms [2021-11-09 08:29:04 main:574] : INFO : Epoch 2011 | loss: 0.031164 | val_loss: 0.0311783 | Time: 2144.53 ms [2021-11-09 08:29:06 main:574] : INFO : Epoch 2012 | loss: 0.031164 | val_loss: 0.0311801 | Time: 2180.86 ms [2021-11-09 08:29:09 main:574] : INFO : Epoch 2013 | loss: 0.0311637 | val_loss: 0.0311837 | Time: 2176.54 ms [2021-11-09 08:29:11 main:574] : INFO : Epoch 2014 | loss: 0.031179 | val_loss: 0.0311903 | Time: 2166.22 ms [2021-11-09 08:29:13 main:574] : INFO : Epoch 2015 | loss: 0.03118 | val_loss: 0.0311865 | Time: 2165.01 ms [2021-11-09 08:29:15 main:574] : INFO : Epoch 2016 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 2156.15 ms [2021-11-09 08:29:17 main:574] : INFO : Epoch 2017 | loss: 0.0311625 | val_loss: 0.031173 | Time: 2160.76 ms [2021-11-09 08:29:20 main:574] : INFO : Epoch 2018 | loss: 0.0311633 | val_loss: 0.0311758 | Time: 2166.57 ms [2021-11-09 08:29:22 main:574] : INFO : Epoch 2019 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 2179.79 ms [2021-11-09 08:29:24 main:574] : INFO : Epoch 2020 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2164.05 ms [2021-11-09 08:29:26 main:574] : INFO : Epoch 2021 | loss: 0.0311603 | val_loss: 0.0311725 | Time: 2164.29 ms [2021-11-09 08:29:29 main:574] : INFO : Epoch 2022 | loss: 0.031162 | val_loss: 0.0311734 | Time: 2173.86 ms [2021-11-09 08:29:31 main:574] : INFO : Epoch 2023 | loss: 0.0311617 | val_loss: 0.0311717 | Time: 2152.08 ms [2021-11-09 08:29:33 main:574] : INFO : Epoch 2024 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 2166.77 ms [2021-11-09 08:29:35 main:574] : INFO : Epoch 2025 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2165.08 ms [2021-11-09 08:29:38 main:574] : INFO : Epoch 2026 | loss: 0.0311607 | val_loss: 0.0311718 | Time: 2172.2 ms [2021-11-09 08:29:40 main:574] : INFO : Epoch 2027 | loss: 0.031161 | val_loss: 0.0311773 | Time: 2160.94 ms [2021-11-09 08:29:42 main:574] : INFO : Epoch 2028 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 2146.79 ms [2021-11-09 08:29:44 main:574] : INFO : Epoch 2029 | loss: 0.0311593 | val_loss: 0.031174 | Time: 2155.88 ms [2021-11-09 08:29:46 main:574] : INFO : Epoch 2030 | loss: 0.0311606 | val_loss: 0.031173 | Time: 2172.58 ms [2021-11-09 08:29:49 main:574] : INFO : Epoch 2031 | loss: 0.0311588 | val_loss: 0.031176 | Time: 2165.76 ms [2021-11-09 08:29:51 main:574] : INFO : Epoch 2032 | loss: 0.0311571 | val_loss: 0.031173 | Time: 2146.75 ms [2021-11-09 08:29:53 main:574] : INFO : Epoch 2033 | loss: 0.0311575 | val_loss: 0.031174 | Time: 2170.51 ms [2021-11-09 08:29:55 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311727 | Time: 2165.57 ms [2021-11-09 08:29:57 main:574] : INFO : Epoch 2035 | loss: 0.0311617 | val_loss: 0.0311743 | Time: 2174.66 ms [2021-11-09 08:30:00 main:574] : INFO : Epoch 2036 | loss: 0.031167 | val_loss: 0.0311796 | Time: 2149.71 ms [2021-11-09 08:30:02 main:574] : INFO : Epoch 2037 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 2184.4 ms [2021-11-09 08:30:04 main:574] : INFO : Epoch 2038 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 2179.1 ms [2021-11-09 08:30:06 main:574] : INFO : Epoch 2039 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 2150.62 ms [2021-11-09 08:30:09 main:574] : INFO : Epoch 2040 | loss: 0.0311593 | val_loss: 0.0311784 | Time: 2185.38 ms [2021-11-09 08:30:11 main:574] : INFO : Epoch 2041 | loss: 0.0311602 | val_loss: 0.0311775 | Time: 2170.52 ms [2021-11-09 08:30:13 main:574] : INFO : Epoch 2042 | loss: 0.0311724 | val_loss: 0.0311851 | Time: 2163.99 ms [2021-11-09 08:30:15 main:574] : INFO : Epoch 2043 | loss: 0.0311788 | val_loss: 0.031182 | Time: 2166.53 ms [2021-11-09 08:30:18 main:574] : INFO : Epoch 2044 | loss: 0.031176 | val_loss: 0.0311754 | Time: 2169.03 ms [2021-11-09 08:30:20 main:574] : INFO : Epoch 2045 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 2166.44 ms [2021-11-09 08:30:22 main:574] : INFO : Epoch 2046 | loss: 0.0311677 | val_loss: 0.0311763 | Time: 2153.1 ms [2021-11-09 08:30:24 main:574] : INFO : Epoch 2047 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 2161.69 ms [2021-11-09 08:30:27 main:574] : INFO : Epoch 2048 | loss: 0.0311693 | val_loss: 0.0311759 | Time: 2189.09 ms [2021-11-09 08:30:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311759 [2021-11-09 08:30:27 main:603] : INFO : Saving end state to config to file [2021-11-09 08:30:27 main:608] : INFO : Success, exiting.. 08:30:27 (10184): 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)