Task 14624179
| Name | ParityModified-1647041303-31343-3-0_1 |
| Workunit | 11576734 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 4:41:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 15 min 47 sec |
| CPU time | 1 hours 12 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 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: 0.0311634 | val_loss: 0.0311741 | Time: 2147.09 ms
[2022-04-19 06:21:56 main:574] : INFO : Epoch 1543 | loss: 0.0311636 | val_loss: 0.0311745 | Time: 2179.06 ms
[2022-04-19 06:21:58 main:574] : INFO : Epoch 1544 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2160.13 ms
[2022-04-19 06:22:01 main:574] : INFO : Epoch 1545 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 2204.81 ms
[2022-04-19 06:22:03 main:574] : INFO : Epoch 1546 | loss: 0.0311615 | val_loss: 0.0311768 | Time: 2191.82 ms
[2022-04-19 06:22:05 main:574] : INFO : Epoch 1547 | loss: 0.0311619 | val_loss: 0.0311753 | Time: 2178.09 ms
[2022-04-19 06:22:08 main:574] : INFO : Epoch 1548 | loss: 0.0311631 | val_loss: 0.0311751 | Time: 2181.27 ms
[2022-04-19 06:22:10 main:574] : INFO : Epoch 1549 | loss: 0.0311624 | val_loss: 0.031176 | Time: 2181.68 ms
[2022-04-19 06:22:12 main:574] : INFO : Epoch 1550 | loss: 0.0311614 | val_loss: 0.0311754 | Time: 2166.82 ms
[2022-04-19 06:22:14 main:574] : INFO : Epoch 1551 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 2139.98 ms
[2022-04-19 06:22:16 main:574] : INFO : Epoch 1552 | loss: 0.0311613 | val_loss: 0.0311757 | Time: 2156.9 ms
[2022-04-19 06:22:19 main:574] : INFO : Epoch 1553 | loss: 0.0311617 | val_loss: 0.0311761 | Time: 2179.2 ms
[2022-04-19 06:22:21 main:574] : INFO : Epoch 1554 | loss: 0.0311605 | val_loss: 0.031175 | Time: 2165.3 ms
[2022-04-19 06:22:23 main:574] : INFO : Epoch 1555 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 2167.72 ms
[2022-04-19 06:22:25 main:574] : INFO : Epoch 1556 | loss: 0.0311592 | val_loss: 0.0311755 | Time: 2154.27 ms
[2022-04-19 06:22:28 main:574] : INFO : Epoch 1557 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 2198.28 ms
[2022-04-19 06:22:30 main:574] : INFO : Epoch 1558 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2163 ms
[2022-04-19 06:22:32 main:574] : INFO : Epoch 1559 | loss: 0.03116 | val_loss: 0.0311757 | Time: 2220.14 ms
[2022-04-19 06:22:35 main:574] : INFO : Epoch 1560 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 2123.72 ms
[2022-04-19 06:22:37 main:574] : INFO : Epoch 1561 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2164.99 ms
[2022-04-19 06:22:39 main:574] : INFO : Epoch 1562 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 2181.68 ms
[2022-04-19 06:22:41 main:574] : INFO : Epoch 1563 | loss: 0.0311601 | val_loss: 0.0311733 | Time: 2188.82 ms
[2022-04-19 06:22:44 main:574] : INFO : Epoch 1564 | loss: 0.0311602 | val_loss: 0.031176 | Time: 2216.42 ms
[2022-04-19 06:22:46 main:574] : INFO : Epoch 1565 | loss: 0.0311599 | val_loss: 0.0311783 | Time: 2158.85 ms
[2022-04-19 06:22:48 main:574] : INFO : Epoch 1566 | loss: 0.031163 | val_loss: 0.0311769 | Time: 2172.73 ms
[2022-04-19 06:22:50 main:574] : INFO : Epoch 1567 | loss: 0.0311632 | val_loss: 0.0311758 | Time: 2151.84 ms
[2022-04-19 06:22:53 main:574] : INFO : Epoch 1568 | loss: 0.0311625 | val_loss: 0.0311765 | Time: 2130.93 ms
[2022-04-19 06:22:55 main:574] : INFO : Epoch 1569 | loss: 0.0311636 | val_loss: 0.0311772 | Time: 2149.17 ms
[2022-04-19 06:22:57 main:574] : INFO : Epoch 1570 | loss: 0.0311647 | val_loss: 0.0311766 | Time: 2165.9 ms
[2022-04-19 06:22:59 main:574] : INFO : Epoch 1571 | loss: 0.0311627 | val_loss: 0.0311744 | Time: 2139.51 ms
[2022-04-19 06:23:01 main:574] : INFO : Epoch 1572 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 2222.09 ms
[2022-04-19 06:23:04 main:574] : INFO : Epoch 1573 | loss: 0.0311618 | val_loss: 0.0311764 | Time: 2161.79 ms
[2022-04-19 06:23:06 main:574] : INFO : Epoch 1574 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 2139.54 ms
[2022-04-19 06:23:08 main:574] : INFO : Epoch 1575 | loss: 0.0311614 | val_loss: 0.031175 | Time: 2147.21 ms
[2022-04-19 06:23:10 main:574] : INFO : Epoch 1576 | loss: 0.0311614 | val_loss: 0.0311724 | Time: 2135.94 ms
[2022-04-19 06:23:12 main:574] : INFO : Epoch 1577 | loss: 0.03116 | val_loss: 0.0311737 | Time: 2166.74 ms
[2022-04-19 06:23:15 main:574] : INFO : Epoch 1578 | loss: 0.0311603 | val_loss: 0.0311732 | Time: 2113.12 ms
[2022-04-19 06:23:17 main:574] : INFO : Epoch 1579 | loss: 0.0311615 | val_loss: 0.0311756 | Time: 2179.78 ms
[2022-04-19 06:23:19 main:574] : INFO : Epoch 1580 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 2173.97 ms
[2022-04-19 06:23:21 main:574] : INFO : Epoch 1581 | loss: 0.0311625 | val_loss: 0.0311746 | Time: 2151.13 ms
[2022-04-19 06:23:24 main:574] : INFO : Epoch 1582 | loss: 0.0311646 | val_loss: 0.0311774 | Time: 2134.02 ms
[2022-04-19 06:23:26 main:574] : INFO : Epoch 1583 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 2141.85 ms
[2022-04-19 06:23:28 main:574] : INFO : Epoch 1584 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 2134.55 ms
[2022-04-19 06:23:30 main:574] : INFO : Epoch 1585 | loss: 0.0311609 | val_loss: 0.0311711 | Time: 2169.7 ms
[2022-04-19 06:23:32 main:574] : INFO : Epoch 1586 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 2108.27 ms
[2022-04-19 06:23:35 main:574] : INFO : Epoch 1587 | loss: 0.0311605 | val_loss: 0.0311713 | Time: 2147.87 ms
[2022-04-19 06:23:37 main:574] : INFO : Epoch 1588 | loss: 0.0311596 | val_loss: 0.0311731 | Time: 2189.49 ms
[2022-04-19 06:23:39 main:574] : INFO : Epoch 1589 | loss: 0.0311616 | val_loss: 0.031172 | Time: 2160.68 ms
[2022-04-19 06:23:41 main:574] : INFO : Epoch 1590 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2171.9 ms
[2022-04-19 06:23:43 main:574] : INFO : Epoch 1591 | loss: 0.0311622 | val_loss: 0.0311725 | Time: 2144.19 ms
[2022-04-19 06:23:46 main:574] : INFO : Epoch 1592 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 2153.8 ms
[2022-04-19 06:23:48 main:574] : INFO : Epoch 1593 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 2131.94 ms
[2022-04-19 06:23:50 main:574] : INFO : Epoch 1594 | loss: 0.0311605 | val_loss: 0.031172 | Time: 2151.32 ms
[2022-04-19 06:23:52 main:574] : INFO : Epoch 1595 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 2135.39 ms
[2022-04-19 06:23:54 main:574] : INFO : Epoch 1596 | loss: 0.0311611 | val_loss: 0.031174 | Time: 2149.72 ms
[2022-04-19 06:23:57 main:574] : INFO : Epoch 1597 | loss: 0.0311612 | val_loss: 0.031175 | Time: 2138.78 ms
[2022-04-19 06:23:59 main:574] : INFO : Epoch 1598 | loss: 0.0311615 | val_loss: 0.0311749 | Time: 2151.01 ms
[2022-04-19 06:24:01 main:574] : INFO : Epoch 1599 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 2167.21 ms
[2022-04-19 06:24:03 main:574] : INFO : Epoch 1600 | loss: 0.03116 | val_loss: 0.0311728 | Time: 2166.31 ms
[2022-04-19 06:24:06 main:574] : INFO : Epoch 1601 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 2194.96 ms
[2022-04-19 06:24:08 main:574] : INFO : Epoch 1602 | loss: 0.0311595 | val_loss: 0.0311762 | Time: 2125.76 ms
[2022-04-19 06:24:10 main:574] : INFO : Epoch 1603 | loss: 0.0311602 | val_loss: 0.031174 | Time: 2115.03 ms
[2022-04-19 06:24:12 main:574] : INFO : Epoch 1604 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 2158.83 ms
[2022-04-19 06:24:14 main:574] : INFO : Epoch 1605 | loss: 0.0311607 | val_loss: 0.0311722 | Time: 2146.54 ms
[2022-04-19 06:24:17 main:574] : INFO : Epoch 1606 | loss: 0.0311589 | val_loss: 0.0311698 | Time: 2127.68 ms
[2022-04-19 06:24:19 main:574] : INFO : Epoch 1607 | loss: 0.0311584 | val_loss: 0.0311712 | Time: 2136.34 ms
[2022-04-19 06:24:21 main:574] : INFO : Epoch 1608 | loss: 0.0311588 | val_loss: 0.0311756 | Time: 2128.29 ms
[2022-04-19 06:24:23 main:574] : INFO : Epoch 1609 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 2113 ms
[2022-04-19 06:24:25 main:574] : INFO : Epoch 1610 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 2117.16 ms
[2022-04-19 06:24:27 main:574] : INFO : Epoch 1611 | loss: 0.0311576 | val_loss: 0.0311708 | Time: 2131.54 ms
[2022-04-19 06:24:30 main:574] : INFO : Epoch 1612 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 2121.44 ms
[2022-04-19 06:24:32 main:574] : INFO : Epoch 1613 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 2138.93 ms
[2022-04-19 06:24:34 main:574] : INFO : Epoch 1614 | loss: 0.03116 | val_loss: 0.0311726 | Time: 2115.56 ms
[2022-04-19 06:24:36 main:574] : INFO : Epoch 1615 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2123.05 ms
[2022-04-19 06:24:38 main:574] : INFO : Epoch 1616 | loss: 0.0311591 | val_loss: 0.031173 | Time: 2144.4 ms
[2022-04-19 06:24:41 main:574] : INFO : Epoch 1617 | loss: 0.0311572 | val_loss: 0.0311739 | Time: 2189.1 ms
[2022-04-19 06:24:43 main:574] : INFO : Epoch 1618 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 2162.69 ms
[2022-04-19 06:24:45 main:574] : INFO : Epoch 1619 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 2155.26 ms
[2022-04-19 06:24:47 main:574] : INFO : Epoch 1620 | loss: 0.0311556 | val_loss: 0.0311714 | Time: 2134.83 ms
[2022-04-19 06:24:49 main:574] : INFO : Epoch 1621 | loss: 0.0311561 | val_loss: 0.0311696 | Time: 2124.22 ms
[2022-04-19 06:24:51 main:574] : INFO : Epoch 1622 | loss: 0.0311564 | val_loss: 0.0311716 | Time: 2106.89 ms
[2022-04-19 06:24:54 main:574] : INFO : Epoch 1623 | loss: 0.0311563 | val_loss: 0.0311733 | Time: 2131.54 ms
[2022-04-19 06:24:56 main:574] : INFO : Epoch 1624 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 2107.58 ms
[2022-04-19 06:24:58 main:574] : INFO : Epoch 1625 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2096.78 ms
[2022-04-19 06:25:00 main:574] : INFO : Epoch 1626 | loss: 0.0311582 | val_loss: 0.0311722 | Time: 2206.2 ms
[2022-04-19 06:25:02 main:574] : INFO : Epoch 1627 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 2150.2 ms
[2022-04-19 06:25:05 main:574] : INFO : Epoch 1628 | loss: 0.0311566 | val_loss: 0.0311718 | Time: 2149.66 ms
[2022-04-19 06:25:07 main:574] : INFO : Epoch 1629 | loss: 0.0311557 | val_loss: 0.0311709 | Time: 2167.84 ms
[2022-04-19 06:25:09 main:574] : INFO : Epoch 1630 | loss: 0.0311562 | val_loss: 0.0311751 | Time: 2120.78 ms
[2022-04-19 06:25:11 main:574] : INFO : Epoch 1631 | loss: 0.0311557 | val_loss: 0.0311732 | Time: 2094.94 ms
[2022-04-19 06:25:13 main:574] : INFO : Epoch 1632 | loss: 0.0311559 | val_loss: 0.0311713 | Time: 2151.75 ms
[2022-04-19 06:25:16 main:574] : INFO : Epoch 1633 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 2144.88 ms
[2022-04-19 06:25:18 main:574] : INFO : Epoch 1634 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 2119.09 ms
[2022-04-19 06:25:20 main:574] : INFO : Epoch 1635 | loss: 0.0311583 | val_loss: 0.0311736 | Time: 2121.86 ms
[2022-04-19 06:25:22 main:574] : INFO : Epoch 1636 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 2122.72 ms
[2022-04-19 06:25:24 main:574] : INFO : Epoch 1637 | loss: 0.0311608 | val_loss: 0.0311797 | Time: 2136.12 ms
[2022-04-19 06:25:26 main:574] : INFO : Epoch 1638 | loss: 0.0311596 | val_loss: 0.0311735 | Time: 2148.74 ms
[2022-04-19 06:25:29 main:574] : INFO : Epoch 1639 | loss: 0.0311593 | val_loss: 0.0311723 | Time: 2146.22 ms
[2022-04-19 06:25:31 main:574] : INFO : Epoch 1640 | loss: 0.031159 | val_loss: 0.0311725 | Time: 2123.27 ms
[2022-04-19 06:25:33 main:574] : INFO : Epoch 1641 | loss: 0.0311587 | val_loss: 0.0311707 | Time: 2134.23 ms
[2022-04-19 06:25:35 main:574] : INFO : Epoch 1642 | loss: 0.0311564 | val_loss: 0.031173 | Time: 2122.12 ms
[2022-04-19 06:25:37 main:574] : INFO : Epoch 1643 | loss: 0.0311569 | val_loss: 0.0311737 | Time: 2195.03 ms
[2022-04-19 06:25:40 main:574] : INFO : Epoch 1644 | loss: 0.0311558 | val_loss: 0.0311708 | Time: 2094.72 ms
[2022-04-19 06:25:42 main:574] : INFO : Epoch 1645 | loss: 0.0311568 | val_loss: 0.0311736 | Time: 2116.49 ms
[2022-04-19 06:25:44 main:574] : INFO : Epoch 1646 | loss: 0.0311597 | val_loss: 0.0311741 | Time: 2118.56 ms
[2022-04-19 06:25:46 main:574] : INFO : Epoch 1647 | loss: 0.0311596 | val_loss: 0.0311744 | Time: 2137.91 ms
[2022-04-19 06:25:48 main:574] : INFO : Epoch 1648 | loss: 0.0311583 | val_loss: 0.031175 | Time: 2169.84 ms
[2022-04-19 06:25:50 main:574] : INFO : Epoch 1649 | loss: 0.0311573 | val_loss: 0.0311735 | Time: 2117.54 ms
[2022-04-19 06:25:53 main:574] : INFO : Epoch 1650 | loss: 0.0311579 | val_loss: 0.0311768 | Time: 2152.39 ms
[2022-04-19 06:25:55 main:574] : INFO : Epoch 1651 | loss: 0.0311583 | val_loss: 0.0311749 | Time: 2171.13 ms
[2022-04-19 06:25:57 main:574] : INFO : Epoch 1652 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 2168.71 ms
[2022-04-19 06:25:59 main:574] : INFO : Epoch 1653 | loss: 0.0311604 | val_loss: 0.0311733 | Time: 2196.13 ms
[2022-04-19 06:26:02 main:574] : INFO : Epoch 1654 | loss: 0.0311602 | val_loss: 0.0311772 | Time: 2183.36 ms
[2022-04-19 06:26:04 main:574] : INFO : Epoch 1655 | loss: 0.0311615 | val_loss: 0.031171 | Time: 2137.33 ms
[2022-04-19 06:26:06 main:574] : INFO : Epoch 1656 | loss: 0.031157 | val_loss: 0.031171 | Time: 2182.99 ms
[2022-04-19 06:26:08 main:574] : INFO : Epoch 1657 | loss: 0.0311553 | val_loss: 0.0311722 | Time: 2156.46 ms
[2022-04-19 06:26:11 main:574] : INFO : Epoch 1658 | loss: 0.0311552 | val_loss: 0.0311732 | Time: 2147.98 ms
[2022-04-19 06:26:13 main:574] : INFO : Epoch 1659 | loss: 0.0311552 | val_loss: 0.0311735 | Time: 2126.02 ms
[2022-04-19 06:26:15 main:574] : INFO : Epoch 1660 | loss: 0.0311549 | val_loss: 0.031172 | Time: 2135.43 ms
[2022-04-19 06:26:17 main:574] : INFO : Epoch 1661 | loss: 0.0311551 | val_loss: 0.0311722 | Time: 2162.52 ms
[2022-04-19 06:26:19 main:574] : INFO : Epoch 1662 | loss: 0.0311605 | val_loss: 0.031183 | Time: 2164.47 ms
[2022-04-19 06:26:22 main:574] : INFO : Epoch 1663 | loss: 0.0311649 | val_loss: 0.0311763 | Time: 2166.54 ms
[2022-04-19 06:26:24 main:574] : INFO : Epoch 1664 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2169.52 ms
[2022-04-19 06:26:26 main:574] : INFO : Epoch 1665 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 2128 ms
[2022-04-19 06:26:29 main:574] : INFO : Epoch 1666 | loss: 0.0311602 | val_loss: 0.0311749 | Time: 2183.66 ms
[2022-04-19 06:26:31 main:574] : INFO : Epoch 1667 | loss: 0.0311585 | val_loss: 0.0311734 | Time: 2157.35 ms
[2022-04-19 06:26:33 main:574] : INFO : Epoch 1668 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 2183.07 ms
[2022-04-19 06:26:35 main:574] : INFO : Epoch 1669 | loss: 0.0311582 | val_loss: 0.031174 | Time: 2176.36 ms
[2022-04-19 06:26:38 main:574] : INFO : Epoch 1670 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 2188.59 ms
[2022-04-19 06:26:40 main:574] : INFO : Epoch 1671 | loss: 0.0311592 | val_loss: 0.0311756 | Time: 2195.85 ms
[2022-04-19 06:26:42 main:574] : INFO : Epoch 1672 | loss: 0.03116 | val_loss: 0.0311735 | Time: 2158.48 ms
[2022-04-19 06:26:44 main:574] : INFO : Epoch 1673 | loss: 0.031159 | val_loss: 0.0311742 | Time: 2197.01 ms
[2022-04-19 06:26:47 main:574] : INFO : Epoch 1674 | loss: 0.0311577 | val_loss: 0.0311741 | Time: 2161.6 ms
[2022-04-19 06:26:49 main:574] : INFO : Epoch 1675 | loss: 0.0311575 | val_loss: 0.0311778 | Time: 2203.12 ms
[2022-04-19 06:26:51 main:574] : INFO : Epoch 1676 | loss: 0.0311583 | val_loss: 0.0311741 | Time: 2150.7 ms
[2022-04-19 06:26:53 main:574] : INFO : Epoch 1677 | loss: 0.0311604 | val_loss: 0.0311762 | Time: 2155.32 ms
[2022-04-19 06:26:56 main:574] : INFO : Epoch 1678 | loss: 0.0311595 | val_loss: 0.0311777 | Time: 2161.88 ms
[2022-04-19 06:26:58 main:574] : INFO : Epoch 1679 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 2189.24 ms
[2022-04-19 06:27:00 main:574] : INFO : Epoch 1680 | loss: 0.0311573 | val_loss: 0.0311742 | Time: 2213.9 ms
[2022-04-19 06:27:02 main:574] : INFO : Epoch 1681 | loss: 0.0311583 | val_loss: 0.0311734 | Time: 2189.74 ms
[2022-04-19 06:27:05 main:574] : INFO : Epoch 1682 | loss: 0.0311599 | val_loss: 0.0311704 | Time: 2134.27 ms
[2022-04-19 06:27:07 main:574] : INFO : Epoch 1683 | loss: 0.031161 | val_loss: 0.0311765 | Time: 2154.19 ms
[2022-04-19 06:27:09 main:574] : INFO : Epoch 1684 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 2184.11 ms
[2022-04-19 06:27:11 main:574] : INFO : Epoch 1685 | loss: 0.0311653 | val_loss: 0.0311784 | Time: 2169.35 ms
[2022-04-19 06:27:14 main:574] : INFO : Epoch 1686 | loss: 0.0311646 | val_loss: 0.0311737 | Time: 2164.89 ms
[2022-04-19 06:27:16 main:574] : INFO : Epoch 1687 | loss: 0.0311612 | val_loss: 0.0311722 | Time: 2178.59 ms
[2022-04-19 06:27:18 main:574] : INFO : Epoch 1688 | loss: 0.031161 | val_loss: 0.0311746 | Time: 2182.38 ms
[2022-04-19 06:27:20 main:574] : INFO : Epoch 1689 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 2150.04 ms
[2022-04-19 06:27:22 main:574] : INFO : Epoch 1690 | loss: 0.0311669 | val_loss: 0.0311791 | Time: 2157.3 ms
[2022-04-19 06:27:25 main:574] : INFO : Epoch 1691 | loss: 0.0311716 | val_loss: 0.0311779 | Time: 2169.6 ms
[2022-04-19 06:27:27 main:574] : INFO : Epoch 1692 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 2202.5 ms
[2022-04-19 06:27:29 main:574] : INFO : Epoch 1693 | loss: 0.0311671 | val_loss: 0.0311763 | Time: 2173.35 ms
[2022-04-19 06:27:31 main:574] : INFO : Epoch 1694 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 2137.73 ms
[2022-04-19 06:27:34 main:574] : INFO : Epoch 1695 | loss: 0.0311669 | val_loss: 0.0311773 | Time: 2165.31 ms
[2022-04-19 06:27:36 main:574] : INFO : Epoch 1696 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2136.81 ms
[2022-04-19 06:27:38 main:574] : INFO : Epoch 1697 | loss: 0.0311657 | val_loss: 0.0311742 | Time: 2113.06 ms
[2022-04-19 06:27:40 main:574] : INFO : Epoch 1698 | loss: 0.0311643 | val_loss: 0.0311746 | Time: 2169.29 ms
[2022-04-19 06:27:42 main:574] : INFO : Epoch 1699 | loss: 0.031164 | val_loss: 0.0311757 | Time: 2140.34 ms
[2022-04-19 06:27:45 main:574] : INFO : Epoch 1700 | loss: 0.0311641 | val_loss: 0.0311741 | Time: 2129.02 ms
[2022-04-19 06:27:47 main:574] : INFO : Epoch 1701 | loss: 0.0311618 | val_loss: 0.031173 | Time: 2148.01 ms
[2022-04-19 06:27:49 main:574] : INFO : Epoch 1702 | loss: 0.0311606 | val_loss: 0.0311742 | Time: 2164.21 ms
[2022-04-19 06:27:51 main:574] : INFO : Epoch 1703 | loss: 0.0311598 | val_loss: 0.0311741 | Time: 2138.63 ms
[2022-04-19 06:27:53 main:574] : INFO : Epoch 1704 | loss: 0.031161 | val_loss: 0.0311771 | Time: 2135.51 ms
[2022-04-19 06:27:56 main:574] : INFO : Epoch 1705 | loss: 0.0311614 | val_loss: 0.0311741 | Time: 2133.29 ms
[2022-04-19 06:27:58 main:574] : INFO : Epoch 1706 | loss: 0.0311605 | val_loss: 0.0311749 | Time: 2126.03 ms
[2022-04-19 06:28:00 main:574] : INFO : Epoch 1707 | loss: 0.0311603 | val_loss: 0.0311758 | Time: 2253.36 ms
[2022-04-19 06:28:02 main:574] : INFO : Epoch 1708 | loss: 0.03116 | val_loss: 0.0311728 | Time: 2110.33 ms
[2022-04-19 06:28:04 main:574] : INFO : Epoch 1709 | loss: 0.0311613 | val_loss: 0.0311761 | Time: 2144.03 ms
[2022-04-19 06:28:07 main:574] : INFO : Epoch 1710 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 2123.73 ms
[2022-04-19 06:28:09 main:574] : INFO : Epoch 1711 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 2148.12 ms
[2022-04-19 06:28:11 main:574] : INFO : Epoch 1712 | loss: 0.0311602 | val_loss: 0.0311748 | Time: 2115.28 ms
[2022-04-19 06:28:13 main:574] : INFO : Epoch 1713 | loss: 0.0311606 | val_loss: 0.0311747 | Time: 2154.14 ms
[2022-04-19 06:28:15 main:574] : INFO : Epoch 1714 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 2135.22 ms
[2022-04-19 06:28:18 main:574] : INFO : Epoch 1715 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 2122.96 ms
[2022-04-19 06:28:20 main:574] : INFO : Epoch 1716 | loss: 0.0311587 | val_loss: 0.0311722 | Time: 2152.72 ms
[2022-04-19 06:28:22 main:574] : INFO : Epoch 1717 | loss: 0.031159 | val_loss: 0.0311726 | Time: 2131.11 ms
[2022-04-19 06:28:24 main:574] : INFO : Epoch 1718 | loss: 0.0311622 | val_loss: 0.0311751 | Time: 2156.67 ms
[2022-04-19 06:28:26 main:574] : INFO : Epoch 1719 | loss: 0.031163 | val_loss: 0.031173 | Time: 2137.17 ms
[2022-04-19 06:28:29 main:574] : INFO : Epoch 1720 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 2211.85 ms
[2022-04-19 06:28:31 main:574] : INFO : Epoch 1721 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2223.36 ms
[2022-04-19 06:28:33 main:574] : INFO : Epoch 1722 | loss: 0.0311628 | val_loss: 0.0311757 | Time: 2158.28 ms
[2022-04-19 06:28:35 main:574] : INFO : Epoch 1723 | loss: 0.0311631 | val_loss: 0.0311808 | Time: 2141.04 ms
[2022-04-19 06:28:38 main:574] : INFO : Epoch 1724 | loss: 0.0311643 | val_loss: 0.0311794 | Time: 2146.66 ms
[2022-04-19 06:28:40 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.0311752 | Time: 2159.82 ms
[2022-04-19 06:28:42 main:574] : INFO : Epoch 1726 | loss: 0.0311642 | val_loss: 0.0311744 | Time: 2171.01 ms
[2022-04-19 06:28:44 main:574] : INFO : Epoch 1727 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 2112.74 ms
[2022-04-19 06:28:46 main:574] : INFO : Epoch 1728 | loss: 0.0311617 | val_loss: 0.0311752 | Time: 2154.97 ms
[2022-04-19 06:28:49 main:574] : INFO : Epoch 1729 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 2141.85 ms
[2022-04-19 06:28:51 main:574] : INFO : Epoch 1730 | loss: 0.0311594 | val_loss: 0.0311723 | Time: 2154.42 ms
[2022-04-19 06:28:53 main:574] : INFO : Epoch 1731 | loss: 0.0311588 | val_loss: 0.0311721 | Time: 2142.34 ms
[2022-04-19 06:28:55 main:574] : INFO : Epoch 1732 | loss: 0.0311584 | val_loss: 0.0311716 | Time: 2161.43 ms
[2022-04-19 06:28:57 main:574] : INFO : Epoch 1733 | loss: 0.0311593 | val_loss: 0.0311717 | Time: 2139.63 ms
[2022-04-19 06:29:00 main:574] : INFO : Epoch 1734 | loss: 0.0311596 | val_loss: 0.0311723 | Time: 2139.01 ms
[2022-04-19 06:29:02 main:574] : INFO : Epoch 1735 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 2164.69 ms
[2022-04-19 06:29:04 main:574] : INFO : Epoch 1736 | loss: 0.0311584 | val_loss: 0.0311734 | Time: 2145.33 ms
[2022-04-19 06:29:06 main:574] : INFO : Epoch 1737 | loss: 0.0311586 | val_loss: 0.0311723 | Time: 2127.92 ms
[2022-04-19 06:29:09 main:574] : INFO : Epoch 1738 | loss: 0.0311584 | val_loss: 0.031174 | Time: 2166.6 ms
[2022-04-19 06:29:11 main:574] : INFO : Epoch 1739 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 2150.58 ms
[2022-04-19 06:29:13 main:574] : INFO : Epoch 1740 | loss: 0.031162 | val_loss: 0.0311751 | Time: 2182.37 ms
[2022-04-19 06:29:15 main:574] : INFO : Epoch 1741 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 2151.19 ms
[2022-04-19 06:29:17 main:574] : INFO : Epoch 1742 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 2137.22 ms
[2022-04-19 06:29:20 main:574] : INFO : Epoch 1743 | loss: 0.0311647 | val_loss: 0.0311757 | Time: 2163.06 ms
[2022-04-19 06:29:22 main:574] : INFO : Epoch 1744 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 2176.68 ms
[2022-04-19 06:29:24 main:574] : INFO : Epoch 1745 | loss: 0.0311707 | val_loss: 0.0311752 | Time: 2153.75 ms
[2022-04-19 06:29:26 main:574] : INFO : Epoch 1746 | loss: 0.0311709 | val_loss: 0.0311792 | Time: 2178.02 ms
[2022-04-19 06:29:29 main:574] : INFO : Epoch 1747 | loss: 0.0311713 | val_loss: 0.0311788 | Time: 2178.52 ms
[2022-04-19 06:29:31 main:574] : INFO : Epoch 1748 | loss: 0.03117 | val_loss: 0.0311779 | Time: 2161.5 ms
[2022-04-19 06:29:33 main:574] : INFO : Epoch 1749 | loss: 0.0311688 | val_loss: 0.0311767 | Time: 2148.26 ms
[2022-04-19 06:29:35 main:574] : INFO : Epoch 1750 | loss: 0.0311688 | val_loss: 0.0311796 | Time: 2154.33 ms
[2022-04-19 06:29:38 main:574] : INFO : Epoch 1751 | loss: 0.0311699 | val_loss: 0.0311762 | Time: 2175.09 ms
[2022-04-19 06:29:40 main:574] : INFO : Epoch 1752 | loss: 0.031169 | val_loss: 0.0311803 | Time: 2149.87 ms
[2022-04-19 06:29:42 main:574] : INFO : Epoch 1753 | loss: 0.0311703 | val_loss: 0.031182 | Time: 2174.48 ms
[2022-04-19 06:29:44 main:574] : INFO : Epoch 1754 | loss: 0.0311685 | val_loss: 0.0311786 | Time: 2157.07 ms
[2022-04-19 06:29:47 main:574] : INFO : Epoch 1755 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 2156.03 ms
[2022-04-19 06:29:49 main:574] : INFO : Epoch 1756 | loss: 0.0311655 | val_loss: 0.0311761 | Time: 2145.24 ms
[2022-04-19 06:29:51 main:574] : INFO : Epoch 1757 | loss: 0.0311652 | val_loss: 0.0311778 | Time: 2150.12 ms
[2022-04-19 06:29:53 main:574] : INFO : Epoch 1758 | loss: 0.031166 | val_loss: 0.0311777 | Time: 2158.9 ms
[2022-04-19 06:29:56 main:574] : INFO : Epoch 1759 | loss: 0.0311666 | val_loss: 0.0311858 | Time: 2209.69 ms
[2022-04-19 06:29:58 main:574] : INFO : Epoch 1760 | loss: 0.0311786 | val_loss: 0.0311798 | Time: 2169.32 ms
[2022-04-19 06:30:00 main:574] : INFO : Epoch 1761 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 2163.61 ms
[2022-04-19 06:30:03 main:574] : INFO : Epoch 1762 | loss: 0.0311731 | val_loss: 0.0311796 | Time: 2150.86 ms
[2022-04-19 06:30:05 main:574] : INFO : Epoch 1763 | loss: 0.0311734 | val_loss: 0.0311803 | Time: 2155.45 ms
[2022-04-19 06:30:07 main:574] : INFO : Epoch 1764 | loss: 0.0311736 | val_loss: 0.0311783 | Time: 2169 ms
[2022-04-19 06:30:09 main:574] : INFO : Epoch 1765 | loss: 0.0311709 | val_loss: 0.0311791 | Time: 2150.78 ms
[2022-04-19 06:30:11 main:574] : INFO : Epoch 1766 | loss: 0.0311706 | val_loss: 0.0311787 | Time: 2164.28 ms
[2022-04-19 06:30:14 main:574] : INFO : Epoch 1767 | loss: 0.0311709 | val_loss: 0.0311797 | Time: 2126.39 ms
[2022-04-19 06:30:16 main:574] : INFO : Epoch 1768 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 2157.45 ms
[2022-04-19 06:30:18 main:574] : INFO : Epoch 1769 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 2155.15 ms
[2022-04-19 06:30:20 main:574] : INFO : Epoch 1770 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 2179.49 ms
[2022-04-19 06:30:23 main:574] : INFO : Epoch 1771 | loss: 0.0311701 | val_loss: 0.0311769 | Time: 2175.21 ms
[2022-04-19 06:30:25 main:574] : INFO : Epoch 1772 | loss: 0.0311689 | val_loss: 0.0311783 | Time: 2159.56 ms
[2022-04-19 06:30:27 main:574] : INFO : Epoch 1773 | loss: 0.0311688 | val_loss: 0.0311784 | Time: 2158.1 ms
[2022-04-19 06:30:29 main:574] : INFO : Epoch 1774 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 2148.79 ms
[2022-04-19 06:30:32 main:574] : INFO : Epoch 1775 | loss: 0.0311723 | val_loss: 0.0311783 | Time: 2153.57 ms
[2022-04-19 06:30:34 main:574] : INFO : Epoch 1776 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 2148.52 ms
[2022-04-19 06:30:36 main:574] : INFO : Epoch 1777 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2172.34 ms
[2022-04-19 06:30:38 main:574] : INFO : Epoch 1778 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2369.74 ms
[2022-04-19 06:30:41 main:574] : INFO : Epoch 1779 | loss: 0.0311727 | val_loss: 0.0311779 | Time: 2143.63 ms
[2022-04-19 06:30:43 main:574] : INFO : Epoch 1780 | loss: 0.0311743 | val_loss: 0.0311789 | Time: 2076.86 ms
[2022-04-19 06:30:45 main:574] : INFO : Epoch 1781 | loss: 0.0311743 | val_loss: 0.031178 | Time: 2141.49 ms
[2022-04-19 06:30:47 main:574] : INFO : Epoch 1782 | loss: 0.0311715 | val_loss: 0.0311792 | Time: 2122.69 ms
[2022-04-19 06:30:50 main:574] : INFO : Epoch 1783 | loss: 0.0311711 | val_loss: 0.031177 | Time: 2146.82 ms
[2022-04-19 06:30:52 main:574] : INFO : Epoch 1784 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 2144.57 ms
[2022-04-19 06:30:54 main:574] : INFO : Epoch 1785 | loss: 0.0311694 | val_loss: 0.0311786 | Time: 2140.19 ms
[2022-04-19 06:30:56 main:574] : INFO : Epoch 1786 | loss: 0.0311692 | val_loss: 0.0311813 | Time: 2133.61 ms
[2022-04-19 06:30:58 main:574] : INFO : Epoch 1787 | loss: 0.0311699 | val_loss: 0.0311776 | Time: 2108.41 ms
[2022-04-19 06:31:01 main:574] : INFO : Epoch 1788 | loss: 0.03117 | val_loss: 0.0311774 | Time: 2101.06 ms
[2022-04-19 06:31:03 main:574] : INFO : Epoch 1789 | loss: 0.03117 | val_loss: 0.0311769 | Time: 2140.26 ms
[2022-04-19 06:31:05 main:574] : INFO : Epoch 1790 | loss: 0.0311704 | val_loss: 0.0311789 | Time: 2174.71 ms
[2022-04-19 06:31:07 main:574] : INFO : Epoch 1791 | loss: 0.0311702 | val_loss: 0.0311783 | Time: 2142.68 ms
[2022-04-19 06:31:09 main:574] : INFO : Epoch 1792 | loss: 0.0311703 | val_loss: 0.031179 | Time: 2172.79 ms
[2022-04-19 06:31:12 main:574] : INFO : Epoch 1793 | loss: 0.0311709 | val_loss: 0.0311857 | Time: 2137.17 ms
[2022-04-19 06:31:14 main:574] : INFO : Epoch 1794 | loss: 0.031175 | val_loss: 0.0311773 | Time: 2172.98 ms
[2022-04-19 06:31:16 main:574] : INFO : Epoch 1795 | loss: 0.0311676 | val_loss: 0.0311769 | Time: 2145.27 ms
[2022-04-19 06:31:18 main:574] : INFO : Epoch 1796 | loss: 0.0311684 | val_loss: 0.0311763 | Time: 2171.01 ms
[2022-04-19 06:31:20 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311774 | Time: 2136.35 ms
[2022-04-19 06:31:23 main:574] : INFO : Epoch 1798 | loss: 0.0311691 | val_loss: 0.0311781 | Time: 2133.97 ms
[2022-04-19 06:31:25 main:574] : INFO : Epoch 1799 | loss: 0.0311681 | val_loss: 0.0311778 | Time: 2155.94 ms
[2022-04-19 06:31:27 main:574] : INFO : Epoch 1800 | loss: 0.0311681 | val_loss: 0.031177 | Time: 2226.67 ms
[2022-04-19 06:31:29 main:574] : INFO : Epoch 1801 | loss: 0.0311686 | val_loss: 0.0311775 | Time: 2135.82 ms
[2022-04-19 06:31:31 main:574] : INFO : Epoch 1802 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 2129.66 ms
[2022-04-19 06:31:34 main:574] : INFO : Epoch 1803 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 2117.71 ms
[2022-04-19 06:31:36 main:574] : INFO : Epoch 1804 | loss: 0.0311701 | val_loss: 0.0311766 | Time: 2083.87 ms
[2022-04-19 06:31:38 main:574] : INFO : Epoch 1805 | loss: 0.0311774 | val_loss: 0.0311783 | Time: 2134.27 ms
[2022-04-19 06:31:40 main:574] : INFO : Epoch 1806 | loss: 0.031176 | val_loss: 0.0311779 | Time: 2107.58 ms
[2022-04-19 06:31:42 main:574] : INFO : Epoch 1807 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 2116.51 ms
[2022-04-19 06:31:44 main:574] : INFO : Epoch 1808 | loss: 0.0311731 | val_loss: 0.0311746 | Time: 2155.73 ms
[2022-04-19 06:31:47 main:574] : INFO : Epoch 1809 | loss: 0.031171 | val_loss: 0.0311743 | Time: 2123.13 ms
[2022-04-19 06:31:49 main:574] : INFO : Epoch 1810 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2136.93 ms
[2022-04-19 06:31:51 main:574] : INFO : Epoch 1811 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 2226.05 ms
[2022-04-19 06:31:53 main:574] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2148.05 ms
[2022-04-19 06:31:55 main:574] : INFO : Epoch 1813 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 2168.49 ms
[2022-04-19 06:31:58 main:574] : INFO : Epoch 1814 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 2154.82 ms
[2022-04-19 06:32:00 main:574] : INFO : Epoch 1815 | loss: 0.0311688 | val_loss: 0.0311812 | Time: 2237.64 ms
[2022-04-19 06:32:03 main:574] : INFO : Epoch 1816 | loss: 0.0311715 | val_loss: 0.0311765 | Time: 2169.91 ms
[2022-04-19 06:32:05 main:574] : INFO : Epoch 1817 | loss: 0.0311698 | val_loss: 0.0311747 | Time: 2165.39 ms
[2022-04-19 06:32:07 main:574] : INFO : Epoch 1818 | loss: 0.0311671 | val_loss: 0.0311735 | Time: 2188.93 ms
[2022-04-19 06:32:10 main:574] : INFO : Epoch 1819 | loss: 0.031167 | val_loss: 0.0311736 | Time: 2177.99 ms
[2022-04-19 06:32:12 main:574] : INFO : Epoch 1820 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2133.86 ms
[2022-04-19 06:32:14 main:574] : INFO : Epoch 1821 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2139.85 ms
[2022-04-19 06:32:16 main:574] : INFO : Epoch 1822 | loss: 0.0311693 | val_loss: 0.0311723 | Time: 2137.8 ms
[2022-04-19 06:32:18 main:574] : INFO : Epoch 1823 | loss: 0.0311696 | val_loss: 0.0311725 | Time: 2164.55 ms
[2022-04-19 06:32:21 main:574] : INFO : Epoch 1824 | loss: 0.0311678 | val_loss: 0.0311724 | Time: 2147.4 ms
[2022-04-19 06:32:23 main:574] : INFO : Epoch 1825 | loss: 0.0311663 | val_loss: 0.0311744 | Time: 2184.54 ms
[2022-04-19 06:32:25 main:574] : INFO : Epoch 1826 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 2165.36 ms
[2022-04-19 06:32:27 main:574] : INFO : Epoch 1827 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 2185.38 ms
[2022-04-19 06:32:30 main:574] : INFO : Epoch 1828 | loss: 0.031167 | val_loss: 0.0311779 | Time: 2190.65 ms
[2022-04-19 06:32:32 main:574] : INFO : Epoch 1829 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2194.43 ms
[2022-04-19 06:32:34 main:574] : INFO : Epoch 1830 | loss: 0.0311677 | val_loss: 0.0311777 | Time: 2163.12 ms
[2022-04-19 06:32:36 main:574] : INFO : Epoch 1831 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 2175.62 ms
[2022-04-19 06:32:39 main:574] : INFO : Epoch 1832 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2154.04 ms
[2022-04-19 06:32:41 main:574] : INFO : Epoch 1833 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 2119.46 ms
[2022-04-19 06:32:43 main:574] : INFO : Epoch 1834 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 2174.56 ms
[2022-04-19 06:32:45 main:574] : INFO : Epoch 1835 | loss: 0.0311672 | val_loss: 0.0311758 | Time: 2148.08 ms
[2022-04-19 06:32:47 main:574] : INFO : Epoch 1836 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 2157.68 ms
[2022-04-19 06:32:50 main:574] : INFO : Epoch 1837 | loss: 0.031168 | val_loss: 0.0311734 | Time: 2145.94 ms
[2022-04-19 06:32:52 main:574] : INFO : Epoch 1838 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 2156.06 ms
[2022-04-19 06:32:54 main:574] : INFO : Epoch 1839 | loss: 0.031167 | val_loss: 0.0311744 | Time: 2132.18 ms
[2022-04-19 06:32:56 main:574] : INFO : Epoch 1840 | loss: 0.031167 | val_loss: 0.0311767 | Time: 2134.22 ms
[2022-04-19 06:32:58 main:574] : INFO : Epoch 1841 | loss: 0.0311665 | val_loss: 0.0311761 | Time: 2140.91 ms
[2022-04-19 06:33:01 main:574] : INFO : Epoch 1842 | loss: 0.0311666 | val_loss: 0.0311746 | Time: 2161.7 ms
[2022-04-19 06:33:03 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 2184.98 ms
[2022-04-19 06:33:05 main:574] : INFO : Epoch 1844 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2150.63 ms
[2022-04-19 06:33:07 main:574] : INFO : Epoch 1845 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 2158.27 ms
[2022-04-19 06:33:09 main:574] : INFO : Epoch 1846 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 2198.37 ms
[2022-04-19 06:33:12 main:574] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311754 | Time: 2115.74 ms
[2022-04-19 06:33:14 main:574] : INFO : Epoch 1848 | loss: 0.0311645 | val_loss: 0.0311779 | Time: 2136.25 ms
[2022-04-19 06:33:16 main:574] : INFO : Epoch 1849 | loss: 0.0311674 | val_loss: 0.0311764 | Time: 2175.43 ms
[2022-04-19 06:33:18 main:574] : INFO : Epoch 1850 | loss: 0.0311642 | val_loss: 0.0311757 | Time: 2170.97 ms
[2022-04-19 06:33:21 main:574] : INFO : Epoch 1851 | loss: 0.0311645 | val_loss: 0.0311741 | Time: 2139.82 ms
[2022-04-19 06:33:23 main:574] : INFO : Epoch 1852 | loss: 0.0311629 | val_loss: 0.0311769 | Time: 2112.95 ms
[2022-04-19 06:33:25 main:574] : INFO : Epoch 1853 | loss: 0.031164 | val_loss: 0.0311771 | Time: 2147.2 ms
[2022-04-19 06:33:27 main:574] : INFO : Epoch 1854 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 2177.4 ms
[2022-04-19 06:33:29 main:574] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311764 | Time: 2155.34 ms
[2022-04-19 06:33:31 main:574] : INFO : Epoch 1856 | loss: 0.0311651 | val_loss: 0.0311748 | Time: 2152.7 ms
[2022-04-19 06:33:34 main:574] : INFO : Epoch 1857 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 2131.66 ms
[2022-04-19 06:33:36 main:574] : INFO : Epoch 1858 | loss: 0.0311625 | val_loss: 0.0311771 | Time: 2131.56 ms
[2022-04-19 06:33:38 main:574] : INFO : Epoch 1859 | loss: 0.0311627 | val_loss: 0.0311741 | Time: 2131.11 ms
[2022-04-19 06:33:40 main:574] : INFO : Epoch 1860 | loss: 0.0311634 | val_loss: 0.031176 | Time: 2232.4 ms
[2022-04-19 06:33:43 main:574] : INFO : Epoch 1861 | loss: 0.0311647 | val_loss: 0.0311735 | Time: 2194.83 ms
[2022-04-19 06:33:45 main:574] : INFO : Epoch 1862 | loss: 0.0311644 | val_loss: 0.0311759 | Time: 2183.15 ms
[2022-04-19 06:33:47 main:574] : INFO : Epoch 1863 | loss: 0.0311623 | val_loss: 0.0311719 | Time: 2163.68 ms
[2022-04-19 06:33:49 main:574] : INFO : Epoch 1864 | loss: 0.0311625 | val_loss: 0.031174 | Time: 2165.74 ms
[2022-04-19 06:33:52 main:574] : INFO : Epoch 1865 | loss: 0.0311617 | val_loss: 0.0311738 | Time: 2189.51 ms
[2022-04-19 06:33:54 main:574] : INFO : Epoch 1866 | loss: 0.0311618 | val_loss: 0.0311772 | Time: 2191.07 ms
[2022-04-19 06:33:56 main:574] : INFO : Epoch 1867 | loss: 0.0311648 | val_loss: 0.0311757 | Time: 2168.3 ms
[2022-04-19 06:33:58 main:574] : INFO : Epoch 1868 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 2177.24 ms
[2022-04-19 06:34:01 main:574] : INFO : Epoch 1869 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 2132.26 ms
[2022-04-19 06:34:03 main:574] : INFO : Epoch 1870 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 2153.52 ms
[2022-04-19 06:34:05 main:574] : INFO : Epoch 1871 | loss: 0.0311612 | val_loss: 0.0311729 | Time: 2127.41 ms
[2022-04-19 06:34:07 main:574] : INFO : Epoch 1872 | loss: 0.031161 | val_loss: 0.0311739 | Time: 2133.96 ms
[2022-04-19 06:34:09 main:574] : INFO : Epoch 1873 | loss: 0.0311613 | val_loss: 0.0311773 | Time: 2161.39 ms
[2022-04-19 06:34:12 main:574] : INFO : Epoch 1874 | loss: 0.0311635 | val_loss: 0.0311748 | Time: 2145.2 ms
[2022-04-19 06:34:14 main:574] : INFO : Epoch 1875 | loss: 0.031162 | val_loss: 0.0311744 | Time: 2145.55 ms
[2022-04-19 06:34:16 main:574] : INFO : Epoch 1876 | loss: 0.0311612 | val_loss: 0.0311801 | Time: 2111.38 ms
[2022-04-19 06:34:18 main:574] : INFO : Epoch 1877 | loss: 0.0311613 | val_loss: 0.031175 | Time: 2168.66 ms
[2022-04-19 06:34:21 main:574] : INFO : Epoch 1878 | loss: 0.0311642 | val_loss: 0.0311771 | Time: 2162.38 ms
[2022-04-19 06:34:23 main:574] : INFO : Epoch 1879 | loss: 0.0311639 | val_loss: 0.0311754 | Time: 2150.49 ms
[2022-04-19 06:34:25 main:574] : INFO : Epoch 1880 | loss: 0.0311647 | val_loss: 0.0311741 | Time: 2350.21 ms
[2022-04-19 06:34:28 main:574] : INFO : Epoch 1881 | loss: 0.031164 | val_loss: 0.0311773 | Time: 2166.67 ms
[2022-04-19 06:34:30 main:574] : INFO : Epoch 1882 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 2179.71 ms
[2022-04-19 06:34:32 main:574] : INFO : Epoch 1883 | loss: 0.0311609 | val_loss: 0.0311738 | Time: 2153.25 ms
[2022-04-19 06:34:35 main:574] : INFO : Epoch 1884 | loss: 0.0311616 | val_loss: 0.0311792 | Time: 2143.89 ms
[2022-04-19 06:34:37 main:574] : INFO : Epoch 1885 | loss: 0.0311661 | val_loss: 0.0311781 | Time: 2146.3 ms
[2022-04-19 06:34:39 main:574] : INFO : Epoch 1886 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 2170.51 ms
[2022-04-19 06:34:41 main:574] : INFO : Epoch 1887 | loss: 0.0311627 | val_loss: 0.0311786 | Time: 2152.77 ms
[2022-04-19 06:34:43 main:574] : INFO : Epoch 1888 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 2155.26 ms
[2022-04-19 06:34:46 main:574] : INFO : Epoch 1889 | loss: 0.0311629 | val_loss: 0.0311734 | Time: 2147.9 ms
[2022-04-19 06:34:48 main:574] : INFO : Epoch 1890 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 2177.24 ms
[2022-04-19 06:34:50 main:574] : INFO : Epoch 1891 | loss: 0.0311627 | val_loss: 0.0311759 | Time: 2154.59 ms
[2022-04-19 06:34:52 main:574] : INFO : Epoch 1892 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 2161.85 ms
[2022-04-19 06:34:55 main:574] : INFO : Epoch 1893 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 2174.96 ms
[2022-04-19 06:34:57 main:574] : INFO : Epoch 1894 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 2176.46 ms
[2022-04-19 06:34:59 main:574] : INFO : Epoch 1895 | loss: 0.031167 | val_loss: 0.0311799 | Time: 2191.81 ms
[2022-04-19 06:35:01 main:574] : INFO : Epoch 1896 | loss: 0.0311666 | val_loss: 0.031175 | Time: 2163 ms
[2022-04-19 06:35:04 main:574] : INFO : Epoch 1897 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2194.72 ms
[2022-04-19 06:35:06 main:574] : INFO : Epoch 1898 | loss: 0.0311663 | val_loss: 0.0311723 | Time: 2181.37 ms
[2022-04-19 06:35:08 main:574] : INFO : Epoch 1899 | loss: 0.0311647 | val_loss: 0.031174 | Time: 2194.03 ms
[2022-04-19 06:35:10 main:574] : INFO : Epoch 1900 | loss: 0.0311649 | val_loss: 0.0311737 | Time: 2163.48 ms
[2022-04-19 06:35:13 main:574] : INFO : Epoch 1901 | loss: 0.0311629 | val_loss: 0.0311747 | Time: 2229.14 ms
[2022-04-19 06:35:15 main:574] : INFO : Epoch 1902 | loss: 0.0311625 | val_loss: 0.0311782 | Time: 2160.42 ms
[2022-04-19 06:35:17 main:574] : INFO : Epoch 1903 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2190.9 ms
[2022-04-19 06:35:19 main:574] : INFO : Epoch 1904 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 2185.39 ms
[2022-04-19 06:35:22 main:574] : INFO : Epoch 1905 | loss: 0.0311626 | val_loss: 0.0311739 | Time: 2176.4 ms
[2022-04-19 06:35:24 main:574] : INFO : Epoch 1906 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 2159.56 ms
[2022-04-19 06:35:26 main:574] : INFO : Epoch 1907 | loss: 0.0311619 | val_loss: 0.0311772 | Time: 2168.86 ms
[2022-04-19 06:35:28 main:574] : INFO : Epoch 1908 | loss: 0.0311638 | val_loss: 0.0311749 | Time: 2148.84 ms
[2022-04-19 06:35:30 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 2169.8 ms
[2022-04-19 06:35:33 main:574] : INFO : Epoch 1910 | loss: 0.0311623 | val_loss: 0.0311738 | Time: 2151.17 ms
[2022-04-19 06:35:35 main:574] : INFO : Epoch 1911 | loss: 0.0311611 | val_loss: 0.0311743 | Time: 2240.01 ms
[2022-04-19 06:35:37 main:574] : INFO : Epoch 1912 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 2181.65 ms
[2022-04-19 06:35:40 main:574] : INFO : Epoch 1913 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 2154.85 ms
[2022-04-19 06:35:42 main:574] : INFO : Epoch 1914 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 2220.53 ms
[2022-04-19 06:35:44 main:574] : INFO : Epoch 1915 | loss: 0.0311635 | val_loss: 0.0311777 | Time: 2187.06 ms
[2022-04-19 06:35:46 main:574] : INFO : Epoch 1916 | loss: 0.031163 | val_loss: 0.0311736 | Time: 2164.37 ms
[2022-04-19 06:35:49 main:574] : INFO : Epoch 1917 | loss: 0.0311636 | val_loss: 0.0311758 | Time: 2163.51 ms
[2022-04-19 06:35:51 main:574] : INFO : Epoch 1918 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 2208.02 ms
[2022-04-19 06:35:53 main:574] : INFO : Epoch 1919 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 2153.64 ms
[2022-04-19 06:35:55 main:574] : INFO : Epoch 1920 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 2161 ms
[2022-04-19 06:35:58 main:574] : INFO : Epoch 1921 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 2166.77 ms
[2022-04-19 06:36:00 main:574] : INFO : Epoch 1922 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 2158.29 ms
[2022-04-19 06:36:02 main:574] : INFO : Epoch 1923 | loss: 0.0311629 | val_loss: 0.0311724 | Time: 2156.04 ms
[2022-04-19 06:36:04 main:574] : INFO : Epoch 1924 | loss: 0.0311646 | val_loss: 0.0311823 | Time: 2188.61 ms
[2022-04-19 06:36:07 main:574] : INFO : Epoch 1925 | loss: 0.0311646 | val_loss: 0.0311802 | Time: 2189.47 ms
[2022-04-19 06:36:09 main:574] : INFO : Epoch 1926 | loss: 0.0311644 | val_loss: 0.031177 | Time: 2180.35 ms
[2022-04-19 06:36:11 main:574] : INFO : Epoch 1927 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 2162.91 ms
[2022-04-19 06:36:13 main:574] : INFO : Epoch 1928 | loss: 0.0311596 | val_loss: 0.0311743 | Time: 2236.44 ms
[2022-04-19 06:36:16 main:574] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311734 | Time: 2204.42 ms
[2022-04-19 06:36:18 main:574] : INFO : Epoch 1930 | loss: 0.0311604 | val_loss: 0.0311795 | Time: 2141.22 ms
[2022-04-19 06:36:20 main:574] : INFO : Epoch 1931 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 2170.41 ms
[2022-04-19 06:36:23 main:574] : INFO : Epoch 1932 | loss: 0.0311709 | val_loss: 0.031201 | Time: 2141.62 ms
[2022-04-19 06:36:25 main:574] : INFO : Epoch 1933 | loss: 0.0311678 | val_loss: 0.031177 | Time: 2106.96 ms
[2022-04-19 06:36:27 main:574] : INFO : Epoch 1934 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 2174.77 ms
[2022-04-19 06:36:29 main:574] : INFO : Epoch 1935 | loss: 0.0311618 | val_loss: 0.0311778 | Time: 2170.61 ms
[2022-04-19 06:36:31 main:574] : INFO : Epoch 1936 | loss: 0.0311603 | val_loss: 0.0311728 | Time: 2146.39 ms
[2022-04-19 06:36:34 main:574] : INFO : Epoch 1937 | loss: 0.0311581 | val_loss: 0.031177 | Time: 2171.92 ms
[2022-04-19 06:36:36 main:574] : INFO : Epoch 1938 | loss: 0.0311574 | val_loss: 0.0311731 | Time: 2129.88 ms
[2022-04-19 06:36:38 main:574] : INFO : Epoch 1939 | loss: 0.0311578 | val_loss: 0.0311749 | Time: 2141.85 ms
[2022-04-19 06:36:40 main:574] : INFO : Epoch 1940 | loss: 0.0311595 | val_loss: 0.0311744 | Time: 2138.27 ms
[2022-04-19 06:36:42 main:574] : INFO : Epoch 1941 | loss: 0.0311606 | val_loss: 0.0311777 | Time: 2154.56 ms
[2022-04-19 06:36:45 main:574] : INFO : Epoch 1942 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 2134.67 ms
[2022-04-19 06:36:47 main:574] : INFO : Epoch 1943 | loss: 0.031161 | val_loss: 0.031175 | Time: 2177.36 ms
[2022-04-19 06:36:49 main:574] : INFO : Epoch 1944 | loss: 0.03116 | val_loss: 0.0311739 | Time: 2160.26 ms
[2022-04-19 06:36:51 main:574] : INFO : Epoch 1945 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 2139.41 ms
[2022-04-19 06:36:53 main:574] : INFO : Epoch 1946 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 2134.44 ms
[2022-04-19 06:36:56 main:574] : INFO : Epoch 1947 | loss: 0.0311588 | val_loss: 0.0311768 | Time: 2117.98 ms
[2022-04-19 06:36:58 main:574] : INFO : Epoch 1948 | loss: 0.0311599 | val_loss: 0.0311765 | Time: 2147.03 ms
[2022-04-19 06:37:00 main:574] : INFO : Epoch 1949 | loss: 0.0311599 | val_loss: 0.0311755 | Time: 2154.29 ms
[2022-04-19 06:37:02 main:574] : INFO : Epoch 1950 | loss: 0.0311592 | val_loss: 0.0311734 | Time: 2145.1 ms
[2022-04-19 06:37:04 main:574] : INFO : Epoch 1951 | loss: 0.0311595 | val_loss: 0.0311771 | Time: 2109.71 ms
[2022-04-19 06:37:07 main:574] : INFO : Epoch 1952 | loss: 0.0311649 | val_loss: 0.0311794 | Time: 2176.56 ms
[2022-04-19 06:37:09 main:574] : INFO : Epoch 1953 | loss: 0.0311702 | val_loss: 0.0311857 | Time: 2160.99 ms
[2022-04-19 06:37:11 main:574] : INFO : Epoch 1954 | loss: 0.0311682 | val_loss: 0.031184 | Time: 2185.7 ms
[2022-04-19 06:37:14 main:574] : INFO : Epoch 1955 | loss: 0.031168 | val_loss: 0.0311771 | Time: 2168.72 ms
[2022-04-19 06:37:16 main:574] : INFO : Epoch 1956 | loss: 0.0311665 | val_loss: 0.0311771 | Time: 2154.71 ms
[2022-04-19 06:37:18 main:574] : INFO : Epoch 1957 | loss: 0.0311638 | val_loss: 0.0311785 | Time: 2164.96 ms
[2022-04-19 06:37:20 main:574] : INFO : Epoch 1958 | loss: 0.0311672 | val_loss: 0.0311767 | Time: 2141.88 ms
[2022-04-19 06:37:22 main:574] : INFO : Epoch 1959 | loss: 0.0311627 | val_loss: 0.0311779 | Time: 2165.43 ms
[2022-04-19 06:37:25 main:574] : INFO : Epoch 1960 | loss: 0.0311646 | val_loss: 0.0311756 | Time: 2137.09 ms
[2022-04-19 06:37:27 main:574] : INFO : Epoch 1961 | loss: 0.0311647 | val_loss: 0.0311779 | Time: 2119.85 ms
[2022-04-19 06:37:29 main:574] : INFO : Epoch 1962 | loss: 0.031166 | val_loss: 0.0311796 | Time: 2155.77 ms
[2022-04-19 06:37:31 main:574] : INFO : Epoch 1963 | loss: 0.0311627 | val_loss: 0.0311762 | Time: 2140.54 ms
[2022-04-19 06:37:33 main:574] : INFO : Epoch 1964 | loss: 0.0311612 | val_loss: 0.0311766 | Time: 2149.3 ms
[2022-04-19 06:37:35 main:574] : INFO : Epoch 1965 | loss: 0.0311615 | val_loss: 0.0311782 | Time: 2134.54 ms
[2022-04-19 06:37:38 main:574] : INFO : Epoch 1966 | loss: 0.0311621 | val_loss: 0.0311816 | Time: 2124.24 ms
[2022-04-19 06:37:40 main:574] : INFO : Epoch 1967 | loss: 0.0311642 | val_loss: 0.0311762 | Time: 2142.62 ms
[2022-04-19 06:37:42 main:574] : INFO : Epoch 1968 | loss: 0.0311627 | val_loss: 0.0311754 | Time: 2150.91 ms
[2022-04-19 06:37:44 main:574] : INFO : Epoch 1969 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 2140.73 ms
[2022-04-19 06:37:46 main:574] : INFO : Epoch 1970 | loss: 0.0311594 | val_loss: 0.0311766 | Time: 2144.87 ms
[2022-04-19 06:37:49 main:574] : INFO : Epoch 1971 | loss: 0.031159 | val_loss: 0.0311759 | Time: 2179.44 ms
[2022-04-19 06:37:51 main:574] : INFO : Epoch 1972 | loss: 0.0311589 | val_loss: 0.0311795 | Time: 2109.91 ms
[2022-04-19 06:37:53 main:574] : INFO : Epoch 1973 | loss: 0.0311588 | val_loss: 0.0311766 | Time: 2158.49 ms
[2022-04-19 06:37:55 main:574] : INFO : Epoch 1974 | loss: 0.0311592 | val_loss: 0.0311766 | Time: 2152.42 ms
[2022-04-19 06:37:57 main:574] : INFO : Epoch 1975 | loss: 0.0311604 | val_loss: 0.0311756 | Time: 2142.54 ms
[2022-04-19 06:38:00 main:574] : INFO : Epoch 1976 | loss: 0.0311643 | val_loss: 0.0311801 | Time: 2206.1 ms
[2022-04-19 06:38:02 main:574] : INFO : Epoch 1977 | loss: 0.031162 | val_loss: 0.0311843 | Time: 2145.31 ms
[2022-04-19 06:38:04 main:574] : INFO : Epoch 1978 | loss: 0.0311603 | val_loss: 0.0311783 | Time: 2163.62 ms
[2022-04-19 06:38:07 main:574] : INFO : Epoch 1979 | loss: 0.0311579 | val_loss: 0.0311825 | Time: 2314.57 ms
[2022-04-19 06:38:09 main:574] : INFO : Epoch 1980 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 2153.77 ms
[2022-04-19 06:38:11 main:574] : INFO : Epoch 1981 | loss: 0.0311568 | val_loss: 0.0311763 | Time: 2168.62 ms
[2022-04-19 06:38:13 main:574] : INFO : Epoch 1982 | loss: 0.031157 | val_loss: 0.031176 | Time: 2107.78 ms
[2022-04-19 06:38:15 main:574] : INFO : Epoch 1983 | loss: 0.0311595 | val_loss: 0.0311733 | Time: 2118.58 ms
[2022-04-19 06:38:18 main:574] : INFO : Epoch 1984 | loss: 0.0311579 | val_loss: 0.0311771 | Time: 2132.52 ms
[2022-04-19 06:38:20 main:574] : INFO : Epoch 1985 | loss: 0.0311591 | val_loss: 0.0311737 | Time: 2121.75 ms
[2022-04-19 06:38:22 main:574] : INFO : Epoch 1986 | loss: 0.0311588 | val_loss: 0.0311827 | Time: 2163.5 ms
[2022-04-19 06:38:24 main:574] : INFO : Epoch 1987 | loss: 0.0311608 | val_loss: 0.0311754 | Time: 2156.37 ms
[2022-04-19 06:38:26 main:574] : INFO : Epoch 1988 | loss: 0.03116 | val_loss: 0.0311776 | Time: 2143.23 ms
[2022-04-19 06:38:29 main:574] : INFO : Epoch 1989 | loss: 0.0311596 | val_loss: 0.0311756 | Time: 2123.18 ms
[2022-04-19 06:38:31 main:574] : INFO : Epoch 1990 | loss: 0.0311572 | val_loss: 0.0311774 | Time: 2143.77 ms
[2022-04-19 06:38:33 main:574] : INFO : Epoch 1991 | loss: 0.031158 | val_loss: 0.0311756 | Time: 2117.89 ms
[2022-04-19 06:38:35 main:574] : INFO : Epoch 1992 | loss: 0.0311581 | val_loss: 0.0311759 | Time: 2137.68 ms
[2022-04-19 06:38:37 main:574] : INFO : Epoch 1993 | loss: 0.031158 | val_loss: 0.0311745 | Time: 2124.02 ms
[2022-04-19 06:38:39 main:574] : INFO : Epoch 1994 | loss: 0.0311572 | val_loss: 0.0311776 | Time: 2100.53 ms
[2022-04-19 06:38:42 main:574] : INFO : Epoch 1995 | loss: 0.0311566 | val_loss: 0.0311762 | Time: 2122.13 ms
[2022-04-19 06:38:44 main:574] : INFO : Epoch 1996 | loss: 0.0311571 | val_loss: 0.0311816 | Time: 2145.06 ms
[2022-04-19 06:38:46 main:574] : INFO : Epoch 1997 | loss: 0.0311586 | val_loss: 0.0311779 | Time: 2143.65 ms
[2022-04-19 06:38:48 main:574] : INFO : Epoch 1998 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 2084.21 ms
[2022-04-19 06:38:50 main:574] : INFO : Epoch 1999 | loss: 0.0311608 | val_loss: 0.031173 | Time: 2123.18 ms
[2022-04-19 06:38:52 main:574] : INFO : Epoch 2000 | loss: 0.0311596 | val_loss: 0.0311785 | Time: 2130.3 ms
[2022-04-19 06:38:55 main:574] : INFO : Epoch 2001 | loss: 0.0311595 | val_loss: 0.0311762 | Time: 2130.6 ms
[2022-04-19 06:38:57 main:574] : INFO : Epoch 2002 | loss: 0.0311582 | val_loss: 0.0311766 | Time: 2150.75 ms
[2022-04-19 06:38:59 main:574] : INFO : Epoch 2003 | loss: 0.0311588 | val_loss: 0.0311744 | Time: 2115.91 ms
[2022-04-19 06:39:01 main:574] : INFO : Epoch 2004 | loss: 0.0311578 | val_loss: 0.0311789 | Time: 2155.59 ms
[2022-04-19 06:39:03 main:574] : INFO : Epoch 2005 | loss: 0.0311572 | val_loss: 0.0311768 | Time: 2110.8 ms
[2022-04-19 06:39:06 main:574] : INFO : Epoch 2006 | loss: 0.0311568 | val_loss: 0.0311776 | Time: 2138.29 ms
[2022-04-19 06:39:08 main:574] : INFO : Epoch 2007 | loss: 0.0311636 | val_loss: 0.0311752 | Time: 2147.93 ms
[2022-04-19 06:39:10 main:574] : INFO : Epoch 2008 | loss: 0.0311655 | val_loss: 0.0311756 | Time: 2134.78 ms
[2022-04-19 06:39:12 main:574] : INFO : Epoch 2009 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 2132.16 ms
[2022-04-19 06:39:14 main:574] : INFO : Epoch 2010 | loss: 0.0311619 | val_loss: 0.0311776 | Time: 2159.17 ms
[2022-04-19 06:39:16 main:574] : INFO : Epoch 2011 | loss: 0.0311606 | val_loss: 0.0311766 | Time: 2155 ms
[2022-04-19 06:39:19 main:574] : INFO : Epoch 2012 | loss: 0.0311598 | val_loss: 0.0311733 | Time: 2135.53 ms
[2022-04-19 06:39:21 main:574] : INFO : Epoch 2013 | loss: 0.0311594 | val_loss: 0.0311742 | Time: 2114.57 ms
[2022-04-19 06:39:23 main:574] : INFO : Epoch 2014 | loss: 0.0311597 | val_loss: 0.0311753 | Time: 2152.23 ms
[2022-04-19 06:39:25 main:574] : INFO : Epoch 2015 | loss: 0.0311611 | val_loss: 0.0311756 | Time: 2147.39 ms
[2022-04-19 06:39:28 main:574] : INFO : Epoch 2016 | loss: 0.0311584 | val_loss: 0.0311736 | Time: 2132.78 ms
[2022-04-19 06:39:30 main:574] : INFO : Epoch 2017 | loss: 0.0311584 | val_loss: 0.0311757 | Time: 2111.31 ms
[2022-04-19 06:39:32 main:574] : INFO : Epoch 2018 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 2217.48 ms
[2022-04-19 06:39:34 main:574] : INFO : Epoch 2019 | loss: 0.0311579 | val_loss: 0.0311762 | Time: 2211.06 ms
[2022-04-19 06:39:37 main:574] : INFO : Epoch 2020 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 2124.16 ms
[2022-04-19 06:39:39 main:574] : INFO : Epoch 2021 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 2175.83 ms
[2022-04-19 06:39:41 main:574] : INFO : Epoch 2022 | loss: 0.0311588 | val_loss: 0.0311733 | Time: 2154.03 ms
[2022-04-19 06:39:44 main:574] : INFO : Epoch 2023 | loss: 0.0311615 | val_loss: 0.0311752 | Time: 2167.25 ms
[2022-04-19 06:39:46 main:574] : INFO : Epoch 2024 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 2158.8 ms
[2022-04-19 06:39:48 main:574] : INFO : Epoch 2025 | loss: 0.0311598 | val_loss: 0.0311769 | Time: 2191.25 ms
[2022-04-19 06:39:50 main:574] : INFO : Epoch 2026 | loss: 0.03116 | val_loss: 0.031177 | Time: 2161.82 ms
[2022-04-19 06:39:52 main:574] : INFO : Epoch 2027 | loss: 0.0311638 | val_loss: 0.0311845 | Time: 2133.64 ms
[2022-04-19 06:39:55 main:574] : INFO : Epoch 2028 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 2125.82 ms
[2022-04-19 06:39:57 main:574] : INFO : Epoch 2029 | loss: 0.0311632 | val_loss: 0.0311778 | Time: 2179.32 ms
[2022-04-19 06:39:59 main:574] : INFO : Epoch 2030 | loss: 0.0311659 | val_loss: 0.0311881 | Time: 2161.57 ms
[2022-04-19 06:40:01 main:574] : INFO : Epoch 2031 | loss: 0.0311675 | val_loss: 0.0311762 | Time: 2244.04 ms
[2022-04-19 06:40:04 main:574] : INFO : Epoch 2032 | loss: 0.0311629 | val_loss: 0.0311792 | Time: 2126.34 ms
[2022-04-19 06:40:06 main:574] : INFO : Epoch 2033 | loss: 0.0311624 | val_loss: 0.0311768 | Time: 2150.25 ms
[2022-04-19 06:40:08 main:574] : INFO : Epoch 2034 | loss: 0.0311649 | val_loss: 0.0311817 | Time: 2129.22 ms
[2022-04-19 06:40:10 main:574] : INFO : Epoch 2035 | loss: 0.0311633 | val_loss: 0.0311753 | Time: 2151.5 ms
[2022-04-19 06:40:12 main:574] : INFO : Epoch 2036 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 2104.8 ms
[2022-04-19 06:40:15 main:574] : INFO : Epoch 2037 | loss: 0.0311623 | val_loss: 0.0311763 | Time: 2158.59 ms
[2022-04-19 06:40:17 main:574] : INFO : Epoch 2038 | loss: 0.0311612 | val_loss: 0.0311775 | Time: 2152.51 ms
[2022-04-19 06:40:19 main:574] : INFO : Epoch 2039 | loss: 0.0311606 | val_loss: 0.031175 | Time: 2157.41 ms
[2022-04-19 06:40:21 main:574] : INFO : Epoch 2040 | loss: 0.0311599 | val_loss: 0.0311762 | Time: 2121.79 ms
[2022-04-19 06:40:23 main:574] : INFO : Epoch 2041 | loss: 0.0311603 | val_loss: 0.031177 | Time: 2124.24 ms
[2022-04-19 06:40:26 main:574] : INFO : Epoch 2042 | loss: 0.0311593 | val_loss: 0.0311741 | Time: 2146.02 ms
[2022-04-19 06:40:28 main:574] : INFO : Epoch 2043 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 2180.21 ms
[2022-04-19 06:40:30 main:574] : INFO : Epoch 2044 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 2130.66 ms
[2022-04-19 06:40:32 main:574] : INFO : Epoch 2045 | loss: 0.0311582 | val_loss: 0.0311805 | Time: 2099.8 ms
[2022-04-19 06:40:34 main:574] : INFO : Epoch 2046 | loss: 0.0311592 | val_loss: 0.031176 | Time: 2140.6 ms
[2022-04-19 06:40:37 main:574] : INFO : Epoch 2047 | loss: 0.0311588 | val_loss: 0.0311813 | Time: 2133.8 ms
[2022-04-19 06:40:39 main:574] : INFO : Epoch 2048 | loss: 0.0311577 | val_loss: 0.0311773 | Time: 2172.54 ms
[2022-04-19 06:40:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311773
[2022-04-19 06:40:39 main:603] : INFO : Saving end state to config to file
[2022-04-19 06:40:39 main:608] : INFO : Success, exiting..
06:40:39 (5444): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)