Task 9319227
| Name | ParityModified-1636227782-31875-3-0_0 |
| Workunit | 6746148 |
| Created | 1 Dec 2021, 2:21:27 UTC |
| Sent | 4 Dec 2021, 16:14:56 UTC |
| Report deadline | 12 Dec 2021, 16:14:56 UTC |
| Received | 28 Dec 2021, 14:50:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9333 |
| Run time | 55 min 53 sec |
| CPU time | 53 min 47 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 4,887.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1677 | loss: 0.0311523 | val_loss: 0.0311731 | Time: 1360.71 ms
[2021-12-23 13:17:07 main:574] : INFO : Epoch 1678 | loss: 0.0311524 | val_loss: 0.031172 | Time: 1421.86 ms
[2021-12-23 13:17:08 main:574] : INFO : Epoch 1679 | loss: 0.0311508 | val_loss: 0.0311704 | Time: 1510.37 ms
[2021-12-23 13:17:10 main:574] : INFO : Epoch 1680 | loss: 0.0311504 | val_loss: 0.0311723 | Time: 1517.19 ms
[2021-12-23 13:17:11 main:574] : INFO : Epoch 1681 | loss: 0.0311522 | val_loss: 0.0311758 | Time: 1252.03 ms
[2021-12-23 13:17:13 main:574] : INFO : Epoch 1682 | loss: 0.0311508 | val_loss: 0.0311814 | Time: 1489.06 ms
[2021-12-23 13:17:14 main:574] : INFO : Epoch 1683 | loss: 0.0311542 | val_loss: 0.0311709 | Time: 1531.39 ms
[2021-12-23 13:17:15 main:574] : INFO : Epoch 1684 | loss: 0.0311507 | val_loss: 0.0311741 | Time: 1324.95 ms
[2021-12-23 13:17:17 main:574] : INFO : Epoch 1685 | loss: 0.0311496 | val_loss: 0.0311708 | Time: 1394.47 ms
[2021-12-23 13:17:18 main:574] : INFO : Epoch 1686 | loss: 0.0311508 | val_loss: 0.03117 | Time: 1482.44 ms
[2021-12-23 13:17:20 main:574] : INFO : Epoch 1687 | loss: 0.0311505 | val_loss: 0.0311716 | Time: 1486.23 ms
[2021-12-23 13:17:21 main:574] : INFO : Epoch 1688 | loss: 0.03115 | val_loss: 0.0311713 | Time: 1263.91 ms
[2021-12-23 13:17:23 main:574] : INFO : Epoch 1689 | loss: 0.0311499 | val_loss: 0.0311707 | Time: 1526.67 ms
[2021-12-23 13:17:24 main:574] : INFO : Epoch 1690 | loss: 0.0311504 | val_loss: 0.0311686 | Time: 1491.04 ms
[2021-12-23 13:17:25 main:574] : INFO : Epoch 1691 | loss: 0.0311515 | val_loss: 0.0311718 | Time: 1333.38 ms
[2021-12-23 13:17:27 main:574] : INFO : Epoch 1692 | loss: 0.0311534 | val_loss: 0.0311723 | Time: 1368.56 ms
[2021-12-23 13:17:28 main:574] : INFO : Epoch 1693 | loss: 0.0311529 | val_loss: 0.0311721 | Time: 1495.89 ms
[2021-12-23 13:17:30 main:574] : INFO : Epoch 1694 | loss: 0.0311507 | val_loss: 0.0311724 | Time: 1449.14 ms
[2021-12-23 13:17:31 main:574] : INFO : Epoch 1695 | loss: 0.0311493 | val_loss: 0.0311741 | Time: 1222.3 ms
[2021-12-23 13:17:33 main:574] : INFO : Epoch 1696 | loss: 0.0311503 | val_loss: 0.0311712 | Time: 1518.2 ms
[2021-12-23 13:17:34 main:574] : INFO : Epoch 1697 | loss: 0.0311582 | val_loss: 0.0311697 | Time: 1523.45 ms
[2021-12-23 13:17:35 main:574] : INFO : Epoch 1698 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1355.29 ms
[2021-12-23 13:17:37 main:574] : INFO : Epoch 1699 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 1455.19 ms
[2021-12-23 13:17:38 main:574] : INFO : Epoch 1700 | loss: 0.0311584 | val_loss: 0.0311687 | Time: 1462.15 ms
[2021-12-23 13:17:40 main:574] : INFO : Epoch 1701 | loss: 0.0311574 | val_loss: 0.0311689 | Time: 1539.05 ms
[2021-12-23 13:17:41 main:574] : INFO : Epoch 1702 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 1294.62 ms
[2021-12-23 13:17:43 main:574] : INFO : Epoch 1703 | loss: 0.0311595 | val_loss: 0.0311672 | Time: 1424.48 ms
[2021-12-23 13:17:44 main:574] : INFO : Epoch 1704 | loss: 0.0311571 | val_loss: 0.0311706 | Time: 1557.89 ms
[2021-12-23 13:17:46 main:574] : INFO : Epoch 1705 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 1413.45 ms
[2021-12-23 13:17:47 main:574] : INFO : Epoch 1706 | loss: 0.0311531 | val_loss: 0.0311678 | Time: 1536.16 ms
[2021-12-23 13:17:49 main:574] : INFO : Epoch 1707 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 1504.33 ms
[2021-12-23 13:17:50 main:574] : INFO : Epoch 1708 | loss: 0.0311575 | val_loss: 0.031169 | Time: 1431.68 ms
[2021-12-23 13:17:51 main:574] : INFO : Epoch 1709 | loss: 0.0311569 | val_loss: 0.0311724 | Time: 1305.31 ms
[2021-12-23 13:17:53 main:574] : INFO : Epoch 1710 | loss: 0.0311549 | val_loss: 0.0311687 | Time: 1457.8 ms
[2021-12-23 13:17:54 main:574] : INFO : Epoch 1711 | loss: 0.0311555 | val_loss: 0.0311681 | Time: 1418.94 ms
[2021-12-23 13:17:56 main:574] : INFO : Epoch 1712 | loss: 0.0311568 | val_loss: 0.0311664 | Time: 1321.35 ms
[2021-12-23 13:17:57 main:574] : INFO : Epoch 1713 | loss: 0.0311584 | val_loss: 0.0311789 | Time: 1410.54 ms
[2021-12-23 13:17:59 main:574] : INFO : Epoch 1714 | loss: 0.0311545 | val_loss: 0.031168 | Time: 1510.87 ms
[2021-12-23 13:18:00 main:574] : INFO : Epoch 1715 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1481.87 ms
[2021-12-23 13:18:01 main:574] : INFO : Epoch 1716 | loss: 0.0311522 | val_loss: 0.0311676 | Time: 1323.91 ms
[2021-12-23 13:18:03 main:574] : INFO : Epoch 1717 | loss: 0.0311515 | val_loss: 0.031166 | Time: 1529.93 ms
[2021-12-23 13:18:05 main:574] : INFO : Epoch 1718 | loss: 0.0311511 | val_loss: 0.0311663 | Time: 1493.45 ms
[2021-12-23 13:18:06 main:574] : INFO : Epoch 1719 | loss: 0.0311527 | val_loss: 0.0311665 | Time: 1317.95 ms
[2021-12-23 13:18:07 main:574] : INFO : Epoch 1720 | loss: 0.0311549 | val_loss: 0.031172 | Time: 1582.9 ms
[2021-12-23 13:18:09 main:574] : INFO : Epoch 1721 | loss: 0.0311537 | val_loss: 0.031167 | Time: 1585.04 ms
[2021-12-23 13:18:10 main:574] : INFO : Epoch 1722 | loss: 0.031152 | val_loss: 0.0311653 | Time: 1374.43 ms
[2021-12-23 13:18:12 main:574] : INFO : Epoch 1723 | loss: 0.0311517 | val_loss: 0.0311674 | Time: 1378.15 ms
[2021-12-23 13:18:13 main:574] : INFO : Epoch 1724 | loss: 0.0311515 | val_loss: 0.0311683 | Time: 1475.02 ms
[2021-12-23 13:18:15 main:574] : INFO : Epoch 1725 | loss: 0.0311496 | val_loss: 0.0311649 | Time: 1498.52 ms
[2021-12-23 13:18:16 main:574] : INFO : Epoch 1726 | loss: 0.0311512 | val_loss: 0.0311698 | Time: 1246.22 ms
[2021-12-23 13:18:18 main:574] : INFO : Epoch 1727 | loss: 0.0311518 | val_loss: 0.031168 | Time: 1521.18 ms
[2021-12-23 13:18:19 main:574] : INFO : Epoch 1728 | loss: 0.0311592 | val_loss: 0.0311713 | Time: 1556.68 ms
[2021-12-23 13:18:20 main:574] : INFO : Epoch 1729 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 1347.58 ms
[2021-12-23 13:18:22 main:574] : INFO : Epoch 1730 | loss: 0.0311568 | val_loss: 0.0311679 | Time: 1355.66 ms
[2021-12-23 13:18:23 main:574] : INFO : Epoch 1731 | loss: 0.0311559 | val_loss: 0.0311724 | Time: 1479.66 ms
[2021-12-23 13:18:25 main:574] : INFO : Epoch 1732 | loss: 0.0311525 | val_loss: 0.0311678 | Time: 1509.67 ms
[2021-12-23 13:18:26 main:574] : INFO : Epoch 1733 | loss: 0.0311532 | val_loss: 0.0311665 | Time: 1262.73 ms
[2021-12-23 13:18:28 main:574] : INFO : Epoch 1734 | loss: 0.0311598 | val_loss: 0.0311713 | Time: 1555.52 ms
[2021-12-23 13:18:29 main:574] : INFO : Epoch 1735 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 1527.62 ms
[2021-12-23 13:18:31 main:574] : INFO : Epoch 1736 | loss: 0.0311632 | val_loss: 0.0311707 | Time: 1372.34 ms
[2021-12-23 13:18:32 main:574] : INFO : Epoch 1737 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 1404.35 ms
[2021-12-23 13:18:33 main:574] : INFO : Epoch 1738 | loss: 0.0311612 | val_loss: 0.0311692 | Time: 1452.3 ms
[2021-12-23 13:18:35 main:574] : INFO : Epoch 1739 | loss: 0.03116 | val_loss: 0.0311729 | Time: 1457.11 ms
[2021-12-23 13:18:36 main:574] : INFO : Epoch 1740 | loss: 0.0311583 | val_loss: 0.0311714 | Time: 1226.32 ms
[2021-12-23 13:18:38 main:574] : INFO : Epoch 1741 | loss: 0.0311572 | val_loss: 0.0311676 | Time: 1487.73 ms
[2021-12-23 13:18:39 main:574] : INFO : Epoch 1742 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1520.35 ms
[2021-12-23 13:18:41 main:574] : INFO : Epoch 1743 | loss: 0.0311543 | val_loss: 0.0311688 | Time: 1375.92 ms
[2021-12-23 13:18:42 main:574] : INFO : Epoch 1744 | loss: 0.0311531 | val_loss: 0.0311688 | Time: 1351.28 ms
[2021-12-23 13:18:44 main:574] : INFO : Epoch 1745 | loss: 0.0311543 | val_loss: 0.0311662 | Time: 1545.15 ms
[2021-12-23 13:18:45 main:574] : INFO : Epoch 1746 | loss: 0.0311554 | val_loss: 0.0311737 | Time: 1447.18 ms
[2021-12-23 13:18:46 main:574] : INFO : Epoch 1747 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 1290.27 ms
[2021-12-23 13:18:48 main:574] : INFO : Epoch 1748 | loss: 0.0311522 | val_loss: 0.0311722 | Time: 1479.97 ms
[2021-12-23 13:18:49 main:574] : INFO : Epoch 1749 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 1516.98 ms
[2021-12-23 13:18:51 main:574] : INFO : Epoch 1750 | loss: 0.0311536 | val_loss: 0.0311686 | Time: 1392.87 ms
[2021-12-23 13:18:52 main:574] : INFO : Epoch 1751 | loss: 0.0311516 | val_loss: 0.0311691 | Time: 1380.45 ms
[2021-12-23 13:18:54 main:574] : INFO : Epoch 1752 | loss: 0.0311495 | val_loss: 0.0311697 | Time: 1505.05 ms
[2021-12-23 13:18:55 main:574] : INFO : Epoch 1753 | loss: 0.0311511 | val_loss: 0.0311737 | Time: 1515.41 ms
[2021-12-23 13:18:56 main:574] : INFO : Epoch 1754 | loss: 0.0311527 | val_loss: 0.0311751 | Time: 1241.76 ms
[2021-12-23 13:18:58 main:574] : INFO : Epoch 1755 | loss: 0.0311506 | val_loss: 0.03117 | Time: 1511.63 ms
[2021-12-23 13:18:59 main:574] : INFO : Epoch 1756 | loss: 0.031148 | val_loss: 0.0311686 | Time: 1519.47 ms
[2021-12-23 13:19:01 main:574] : INFO : Epoch 1757 | loss: 0.0311473 | val_loss: 0.0311698 | Time: 1327.19 ms
[2021-12-23 13:19:02 main:574] : INFO : Epoch 1758 | loss: 0.0311472 | val_loss: 0.0311682 | Time: 1394.32 ms
[2021-12-23 13:19:04 main:574] : INFO : Epoch 1759 | loss: 0.0311486 | val_loss: 0.0311675 | Time: 1545.71 ms
[2021-12-23 13:19:05 main:574] : INFO : Epoch 1760 | loss: 0.0311499 | val_loss: 0.0311663 | Time: 1497.46 ms
[2021-12-23 13:19:07 main:574] : INFO : Epoch 1761 | loss: 0.0311513 | val_loss: 0.0311708 | Time: 1299.39 ms
[2021-12-23 13:19:08 main:574] : INFO : Epoch 1762 | loss: 0.031153 | val_loss: 0.0311688 | Time: 1542.29 ms
[2021-12-23 13:19:10 main:574] : INFO : Epoch 1763 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 1507.8 ms
[2021-12-23 13:19:11 main:574] : INFO : Epoch 1764 | loss: 0.0311543 | val_loss: 0.031168 | Time: 1325.58 ms
[2021-12-23 13:19:12 main:574] : INFO : Epoch 1765 | loss: 0.0311544 | val_loss: 0.0311696 | Time: 1407.94 ms
[2021-12-23 13:19:14 main:574] : INFO : Epoch 1766 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 1528.85 ms
[2021-12-23 13:19:15 main:574] : INFO : Epoch 1767 | loss: 0.0311527 | val_loss: 0.0311749 | Time: 1430.63 ms
[2021-12-23 13:19:17 main:574] : INFO : Epoch 1768 | loss: 0.0311535 | val_loss: 0.0311692 | Time: 1297.38 ms
[2021-12-23 13:19:18 main:574] : INFO : Epoch 1769 | loss: 0.0311528 | val_loss: 0.0311737 | Time: 1495.83 ms
[2021-12-23 13:19:20 main:574] : INFO : Epoch 1770 | loss: 0.0311542 | val_loss: 0.0311692 | Time: 1491.57 ms
[2021-12-23 13:19:21 main:574] : INFO : Epoch 1771 | loss: 0.0311544 | val_loss: 0.0311697 | Time: 1326.71 ms
[2021-12-23 13:19:22 main:574] : INFO : Epoch 1772 | loss: 0.0311537 | val_loss: 0.0311704 | Time: 1485.59 ms
[2021-12-23 13:19:24 main:574] : INFO : Epoch 1773 | loss: 0.0311542 | val_loss: 0.0311722 | Time: 1481.53 ms
[2021-12-23 13:19:25 main:574] : INFO : Epoch 1774 | loss: 0.0311554 | val_loss: 0.0311741 | Time: 1429.5 ms
[2021-12-23 13:19:27 main:574] : INFO : Epoch 1775 | loss: 0.0311538 | val_loss: 0.0311716 | Time: 1314.34 ms
[2021-12-23 13:19:28 main:574] : INFO : Epoch 1776 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 1505.33 ms
[2021-12-23 13:19:30 main:574] : INFO : Epoch 1777 | loss: 0.0311522 | val_loss: 0.0311691 | Time: 1490.34 ms
[2021-12-23 13:19:31 main:574] : INFO : Epoch 1778 | loss: 0.0311513 | val_loss: 0.0311764 | Time: 1291.48 ms
[2021-12-23 13:19:33 main:574] : INFO : Epoch 1779 | loss: 0.0311524 | val_loss: 0.0311702 | Time: 1439.42 ms
[2021-12-23 13:19:34 main:574] : INFO : Epoch 1780 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1465.66 ms
[2021-12-23 13:19:35 main:574] : INFO : Epoch 1781 | loss: 0.0311579 | val_loss: 0.0311684 | Time: 1460.22 ms
[2021-12-23 13:19:37 main:574] : INFO : Epoch 1782 | loss: 0.0311572 | val_loss: 0.0311696 | Time: 1307.87 ms
[2021-12-23 13:19:38 main:574] : INFO : Epoch 1783 | loss: 0.031156 | val_loss: 0.03117 | Time: 1459.91 ms
[2021-12-23 13:19:40 main:574] : INFO : Epoch 1784 | loss: 0.0311553 | val_loss: 0.0311677 | Time: 1529.71 ms
[2021-12-23 13:19:41 main:574] : INFO : Epoch 1785 | loss: 0.0311526 | val_loss: 0.0311659 | Time: 1287.35 ms
[2021-12-23 13:19:43 main:574] : INFO : Epoch 1786 | loss: 0.0311515 | val_loss: 0.0311661 | Time: 1491.62 ms
[2021-12-23 13:19:44 main:574] : INFO : Epoch 1787 | loss: 0.0311507 | val_loss: 0.0311664 | Time: 1463.25 ms
[2021-12-23 13:19:46 main:574] : INFO : Epoch 1788 | loss: 0.0311547 | val_loss: 0.0311678 | Time: 1494.26 ms
[2021-12-23 13:19:47 main:574] : INFO : Epoch 1789 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 1320.33 ms
[2021-12-23 13:19:48 main:574] : INFO : Epoch 1790 | loss: 0.0311582 | val_loss: 0.0311688 | Time: 1530.2 ms
[2021-12-23 13:19:50 main:574] : INFO : Epoch 1791 | loss: 0.0311569 | val_loss: 0.0311706 | Time: 1468.93 ms
[2021-12-23 13:19:51 main:574] : INFO : Epoch 1792 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1293.14 ms
[2021-12-23 13:19:53 main:574] : INFO : Epoch 1793 | loss: 0.0311631 | val_loss: 0.0311776 | Time: 1482.86 ms
[2021-12-23 13:19:54 main:574] : INFO : Epoch 1794 | loss: 0.0311765 | val_loss: 0.0311825 | Time: 1538.62 ms
[2021-12-23 13:19:56 main:574] : INFO : Epoch 1795 | loss: 0.0311757 | val_loss: 0.0311804 | Time: 1453.41 ms
[2021-12-23 13:19:57 main:574] : INFO : Epoch 1796 | loss: 0.031179 | val_loss: 0.0311851 | Time: 1379.01 ms
[2021-12-23 13:19:59 main:574] : INFO : Epoch 1797 | loss: 0.0311824 | val_loss: 0.0311807 | Time: 1507.03 ms
[2021-12-23 13:20:00 main:574] : INFO : Epoch 1798 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 1542.69 ms
[2021-12-23 13:20:01 main:574] : INFO : Epoch 1799 | loss: 0.0311764 | val_loss: 0.031174 | Time: 1241.39 ms
[2021-12-23 13:20:03 main:574] : INFO : Epoch 1800 | loss: 0.0311739 | val_loss: 0.0311736 | Time: 1545.4 ms
[2021-12-23 13:20:04 main:574] : INFO : Epoch 1801 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 1466.38 ms
[2021-12-23 13:20:06 main:574] : INFO : Epoch 1802 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 1398.61 ms
[2021-12-23 13:20:07 main:574] : INFO : Epoch 1803 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 1349 ms
[2021-12-23 13:20:09 main:574] : INFO : Epoch 1804 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 1482.68 ms
[2021-12-23 13:20:10 main:574] : INFO : Epoch 1805 | loss: 0.0311744 | val_loss: 0.031178 | Time: 1506.06 ms
[2021-12-23 13:20:11 main:574] : INFO : Epoch 1806 | loss: 0.0311753 | val_loss: 0.0311729 | Time: 1258.31 ms
[2021-12-23 13:20:13 main:574] : INFO : Epoch 1807 | loss: 0.031173 | val_loss: 0.031176 | Time: 1472.75 ms
[2021-12-23 13:20:15 main:574] : INFO : Epoch 1808 | loss: 0.0311724 | val_loss: 0.0311741 | Time: 1552.53 ms
[2021-12-23 13:20:16 main:574] : INFO : Epoch 1809 | loss: 0.0311691 | val_loss: 0.0311768 | Time: 1435.27 ms
[2021-12-23 13:20:17 main:574] : INFO : Epoch 1810 | loss: 0.0311689 | val_loss: 0.0311735 | Time: 1459.67 ms
[2021-12-23 13:20:19 main:574] : INFO : Epoch 1811 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 1582.56 ms
[2021-12-23 13:20:20 main:574] : INFO : Epoch 1812 | loss: 0.0311667 | val_loss: 0.031175 | Time: 1481.27 ms
[2021-12-23 13:20:22 main:574] : INFO : Epoch 1813 | loss: 0.0311663 | val_loss: 0.0311731 | Time: 1266.65 ms
[2021-12-23 13:20:23 main:574] : INFO : Epoch 1814 | loss: 0.0311663 | val_loss: 0.031174 | Time: 1555.25 ms
[2021-12-23 13:20:25 main:574] : INFO : Epoch 1815 | loss: 0.0311669 | val_loss: 0.0311739 | Time: 1505.34 ms
[2021-12-23 13:20:26 main:574] : INFO : Epoch 1816 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 1311.36 ms
[2021-12-23 13:20:28 main:574] : INFO : Epoch 1817 | loss: 0.0311678 | val_loss: 0.0311758 | Time: 1417.2 ms
[2021-12-23 13:20:29 main:574] : INFO : Epoch 1818 | loss: 0.031168 | val_loss: 0.0311741 | Time: 1428.77 ms
[2021-12-23 13:20:31 main:574] : INFO : Epoch 1819 | loss: 0.0311687 | val_loss: 0.031171 | Time: 1482.76 ms
[2021-12-23 13:20:32 main:574] : INFO : Epoch 1820 | loss: 0.0311662 | val_loss: 0.0311732 | Time: 1350.69 ms
[2021-12-23 13:20:33 main:574] : INFO : Epoch 1821 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1402.93 ms
[2021-12-23 13:20:35 main:574] : INFO : Epoch 1822 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 1483.89 ms
[2021-12-23 13:20:36 main:574] : INFO : Epoch 1823 | loss: 0.0311674 | val_loss: 0.0311711 | Time: 1320.99 ms
[2021-12-23 13:20:37 main:574] : INFO : Epoch 1824 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 1376.62 ms
[2021-12-23 13:20:39 main:574] : INFO : Epoch 1825 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 1470.43 ms
[2021-12-23 13:20:40 main:574] : INFO : Epoch 1826 | loss: 0.0311668 | val_loss: 0.0311713 | Time: 1459.24 ms
[2021-12-23 13:20:42 main:574] : INFO : Epoch 1827 | loss: 0.0311677 | val_loss: 0.0311708 | Time: 1274.57 ms
[2021-12-23 13:20:43 main:574] : INFO : Epoch 1828 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 1510.9 ms
[2021-12-23 13:20:45 main:574] : INFO : Epoch 1829 | loss: 0.031179 | val_loss: 0.0311868 | Time: 1490.17 ms
[2021-12-23 13:20:46 main:574] : INFO : Epoch 1830 | loss: 0.0311844 | val_loss: 0.0311838 | Time: 1351.27 ms
[2021-12-23 13:20:47 main:574] : INFO : Epoch 1831 | loss: 0.0311805 | val_loss: 0.031187 | Time: 1368.35 ms
[2021-12-23 13:20:49 main:574] : INFO : Epoch 1832 | loss: 0.0311808 | val_loss: 0.0311803 | Time: 1494.04 ms
[2021-12-23 13:20:50 main:574] : INFO : Epoch 1833 | loss: 0.0311806 | val_loss: 0.0311824 | Time: 1441.6 ms
[2021-12-23 13:20:52 main:574] : INFO : Epoch 1834 | loss: 0.0311793 | val_loss: 0.0311783 | Time: 1271.85 ms
[2021-12-23 13:20:53 main:574] : INFO : Epoch 1835 | loss: 0.0311763 | val_loss: 0.0311772 | Time: 1435.16 ms
[2021-12-23 13:20:55 main:574] : INFO : Epoch 1836 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 1544.07 ms
[2021-12-23 13:20:56 main:574] : INFO : Epoch 1837 | loss: 0.0311739 | val_loss: 0.0311756 | Time: 1347.47 ms
[2021-12-23 13:20:57 main:574] : INFO : Epoch 1838 | loss: 0.0311733 | val_loss: 0.0311749 | Time: 1354.09 ms
[2021-12-23 13:20:59 main:574] : INFO : Epoch 1839 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 1568.71 ms
[2021-12-23 13:21:00 main:574] : INFO : Epoch 1840 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 1444.47 ms
[2021-12-23 13:21:02 main:574] : INFO : Epoch 1841 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 1261.68 ms
[2021-12-23 13:21:03 main:574] : INFO : Epoch 1842 | loss: 0.0311729 | val_loss: 0.0311752 | Time: 1465.6 ms
[2021-12-23 13:21:05 main:574] : INFO : Epoch 1843 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 1461.35 ms
[2021-12-23 13:21:06 main:574] : INFO : Epoch 1844 | loss: 0.0311726 | val_loss: 0.0311771 | Time: 1369.33 ms
[2021-12-23 13:21:07 main:574] : INFO : Epoch 1845 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 1368.56 ms
[2021-12-23 13:21:09 main:574] : INFO : Epoch 1846 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 1501.65 ms
[2021-12-23 13:21:10 main:574] : INFO : Epoch 1847 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 1459.85 ms
[2021-12-23 13:21:12 main:574] : INFO : Epoch 1848 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 1258.35 ms
[2021-12-23 13:21:13 main:574] : INFO : Epoch 1849 | loss: 0.031169 | val_loss: 0.0311758 | Time: 1463.32 ms
[2021-12-23 13:21:15 main:574] : INFO : Epoch 1850 | loss: 0.0311679 | val_loss: 0.0311749 | Time: 1483.7 ms
[2021-12-23 13:21:16 main:574] : INFO : Epoch 1851 | loss: 0.031168 | val_loss: 0.0311736 | Time: 1439.15 ms
[2021-12-23 13:21:17 main:574] : INFO : Epoch 1852 | loss: 0.0311745 | val_loss: 0.0311748 | Time: 1351.73 ms
[2021-12-23 13:21:19 main:574] : INFO : Epoch 1853 | loss: 0.0311784 | val_loss: 0.0311751 | Time: 1472.52 ms
[2021-12-23 13:21:20 main:574] : INFO : Epoch 1854 | loss: 0.0311795 | val_loss: 0.031179 | Time: 1468.11 ms
[2021-12-23 13:21:22 main:574] : INFO : Epoch 1855 | loss: 0.0311736 | val_loss: 0.0311775 | Time: 1224.54 ms
[2021-12-23 13:21:23 main:574] : INFO : Epoch 1856 | loss: 0.0311718 | val_loss: 0.0311721 | Time: 1501.94 ms
[2021-12-23 13:21:25 main:574] : INFO : Epoch 1857 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 1475.36 ms
[2021-12-23 13:21:26 main:574] : INFO : Epoch 1858 | loss: 0.0311702 | val_loss: 0.0311708 | Time: 1411.53 ms
[2021-12-23 13:21:27 main:574] : INFO : Epoch 1859 | loss: 0.0311692 | val_loss: 0.031171 | Time: 1320.61 ms
[2021-12-23 13:21:29 main:574] : INFO : Epoch 1860 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 1449.48 ms
[2021-12-23 13:21:30 main:574] : INFO : Epoch 1861 | loss: 0.0311681 | val_loss: 0.0311719 | Time: 1506.68 ms
[2021-12-23 13:21:32 main:574] : INFO : Epoch 1862 | loss: 0.031171 | val_loss: 0.031181 | Time: 1276.84 ms
[2021-12-23 13:21:33 main:574] : INFO : Epoch 1863 | loss: 0.0311837 | val_loss: 0.0311795 | Time: 1539.34 ms
[2021-12-23 13:21:35 main:574] : INFO : Epoch 1864 | loss: 0.0311815 | val_loss: 0.0311757 | Time: 1483.51 ms
[2021-12-23 13:21:36 main:574] : INFO : Epoch 1865 | loss: 0.0311789 | val_loss: 0.0311778 | Time: 1393.87 ms
[2021-12-23 13:21:37 main:574] : INFO : Epoch 1866 | loss: 0.0311783 | val_loss: 0.0311743 | Time: 1370.36 ms
[2021-12-23 13:21:39 main:574] : INFO : Epoch 1867 | loss: 0.0311768 | val_loss: 0.0311737 | Time: 1663.42 ms
[2021-12-23 13:21:41 main:574] : INFO : Epoch 1868 | loss: 0.0311755 | val_loss: 0.0311718 | Time: 1622.92 ms
[2021-12-23 13:21:42 main:574] : INFO : Epoch 1869 | loss: 0.0311746 | val_loss: 0.0311744 | Time: 1263.28 ms
[2021-12-23 13:21:44 main:574] : INFO : Epoch 1870 | loss: 0.0311793 | val_loss: 0.0311732 | Time: 1487.35 ms
[2021-12-23 13:21:45 main:574] : INFO : Epoch 1871 | loss: 0.0311759 | val_loss: 0.0311748 | Time: 1717.78 ms
[2021-12-23 13:21:47 main:574] : INFO : Epoch 1872 | loss: 0.0311765 | val_loss: 0.031175 | Time: 1317.39 ms
[2021-12-23 13:21:48 main:574] : INFO : Epoch 1873 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 1707.37 ms
[2021-12-23 13:21:50 main:574] : INFO : Epoch 1874 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 1775.9 ms
[2021-12-23 13:21:52 main:574] : INFO : Epoch 1875 | loss: 0.0311788 | val_loss: 0.0311782 | Time: 1467.83 ms
[2021-12-23 13:21:53 main:574] : INFO : Epoch 1876 | loss: 0.0311781 | val_loss: 0.0311828 | Time: 1604.18 ms
[2021-12-23 13:21:55 main:574] : INFO : Epoch 1877 | loss: 0.0311756 | val_loss: 0.0311776 | Time: 1521.7 ms
[2021-12-23 13:21:56 main:574] : INFO : Epoch 1878 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 1428.47 ms
[2021-12-23 13:21:57 main:574] : INFO : Epoch 1879 | loss: 0.0311743 | val_loss: 0.0311731 | Time: 1310.53 ms
[2021-12-23 13:21:59 main:574] : INFO : Epoch 1880 | loss: 0.0311722 | val_loss: 0.0311737 | Time: 1523.21 ms
[2021-12-23 13:22:00 main:574] : INFO : Epoch 1881 | loss: 0.0311725 | val_loss: 0.0311736 | Time: 1494.23 ms
[2021-12-23 13:22:02 main:574] : INFO : Epoch 1882 | loss: 0.0311702 | val_loss: 0.0311729 | Time: 1284.44 ms
[2021-12-23 13:22:03 main:574] : INFO : Epoch 1883 | loss: 0.0311693 | val_loss: 0.0311742 | Time: 1523.55 ms
[2021-12-23 13:22:05 main:574] : INFO : Epoch 1884 | loss: 0.031169 | val_loss: 0.0311744 | Time: 1526.11 ms
[2021-12-23 13:22:06 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 1355 ms
[2021-12-23 13:22:08 main:574] : INFO : Epoch 1886 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 1360.57 ms
[2021-12-23 13:22:09 main:574] : INFO : Epoch 1887 | loss: 0.0311678 | val_loss: 0.031172 | Time: 1471.43 ms
[2021-12-23 13:22:11 main:574] : INFO : Epoch 1888 | loss: 0.031167 | val_loss: 0.0311725 | Time: 1545.93 ms
[2021-12-23 13:22:12 main:574] : INFO : Epoch 1889 | loss: 0.0311693 | val_loss: 0.0311744 | Time: 1247.32 ms
[2021-12-23 13:22:13 main:574] : INFO : Epoch 1890 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 1492.03 ms
[2021-12-23 13:22:15 main:574] : INFO : Epoch 1891 | loss: 0.0311964 | val_loss: 0.0312147 | Time: 1472.88 ms
[2021-12-23 13:22:16 main:574] : INFO : Epoch 1892 | loss: 0.0312149 | val_loss: 0.0312162 | Time: 1432.88 ms
[2021-12-23 13:22:18 main:574] : INFO : Epoch 1893 | loss: 0.0312151 | val_loss: 0.0312184 | Time: 1370.84 ms
[2021-12-23 13:22:19 main:574] : INFO : Epoch 1894 | loss: 0.0312231 | val_loss: 0.0312283 | Time: 1489.06 ms
[2021-12-23 13:22:21 main:574] : INFO : Epoch 1895 | loss: 0.0312265 | val_loss: 0.0312315 | Time: 1516.4 ms
[2021-12-23 13:22:22 main:574] : INFO : Epoch 1896 | loss: 0.0312253 | val_loss: 0.0312252 | Time: 1197.32 ms
[2021-12-23 13:22:23 main:574] : INFO : Epoch 1897 | loss: 0.0312249 | val_loss: 0.0312226 | Time: 1525.16 ms
[2021-12-23 13:22:25 main:574] : INFO : Epoch 1898 | loss: 0.0312285 | val_loss: 0.0312403 | Time: 1473.39 ms
[2021-12-23 13:22:26 main:574] : INFO : Epoch 1899 | loss: 0.0312461 | val_loss: 0.0312475 | Time: 1362.54 ms
[2021-12-23 13:22:28 main:574] : INFO : Epoch 1900 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 1352.06 ms
[2021-12-23 13:22:29 main:574] : INFO : Epoch 1901 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 1529.83 ms
[2021-12-23 13:22:31 main:574] : INFO : Epoch 1902 | loss: 0.0312493 | val_loss: 0.031248 | Time: 1498.54 ms
[2021-12-23 13:22:32 main:574] : INFO : Epoch 1903 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 1257.89 ms
[2021-12-23 13:22:33 main:574] : INFO : Epoch 1904 | loss: 0.031248 | val_loss: 0.0312472 | Time: 1512.31 ms
[2021-12-23 13:22:35 main:574] : INFO : Epoch 1905 | loss: 0.0312467 | val_loss: 0.031246 | Time: 1466.24 ms
[2021-12-23 13:22:36 main:574] : INFO : Epoch 1906 | loss: 0.0312464 | val_loss: 0.0312468 | Time: 1441.96 ms
[2021-12-23 13:22:38 main:574] : INFO : Epoch 1907 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 1359.05 ms
[2021-12-23 13:22:39 main:574] : INFO : Epoch 1908 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 1485.76 ms
[2021-12-23 13:22:41 main:574] : INFO : Epoch 1909 | loss: 0.0312453 | val_loss: 0.0312447 | Time: 1500.26 ms
[2021-12-23 13:22:42 main:574] : INFO : Epoch 1910 | loss: 0.0312442 | val_loss: 0.0312442 | Time: 1288.04 ms
[2021-12-23 13:22:44 main:574] : INFO : Epoch 1911 | loss: 0.0312434 | val_loss: 0.0312437 | Time: 1518.37 ms
[2021-12-23 13:22:45 main:574] : INFO : Epoch 1912 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 1474.87 ms
[2021-12-23 13:22:46 main:574] : INFO : Epoch 1913 | loss: 0.031243 | val_loss: 0.031245 | Time: 1369.89 ms
[2021-12-23 13:22:48 main:574] : INFO : Epoch 1914 | loss: 0.0312418 | val_loss: 0.031242 | Time: 1402.61 ms
[2021-12-23 13:22:49 main:574] : INFO : Epoch 1915 | loss: 0.0312417 | val_loss: 0.0312416 | Time: 1500.17 ms
[2021-12-23 13:22:51 main:574] : INFO : Epoch 1916 | loss: 0.0312416 | val_loss: 0.0312403 | Time: 1531.74 ms
[2021-12-23 13:22:52 main:574] : INFO : Epoch 1917 | loss: 0.0312413 | val_loss: 0.0312391 | Time: 1289.23 ms
[2021-12-23 13:22:54 main:574] : INFO : Epoch 1918 | loss: 0.0312394 | val_loss: 0.0312366 | Time: 1515.15 ms
[2021-12-23 13:22:55 main:574] : INFO : Epoch 1919 | loss: 0.0312377 | val_loss: 0.0312351 | Time: 1579.95 ms
[2021-12-23 13:22:57 main:574] : INFO : Epoch 1920 | loss: 0.0312351 | val_loss: 0.031231 | Time: 1300.67 ms
[2021-12-23 13:22:58 main:574] : INFO : Epoch 1921 | loss: 0.031233 | val_loss: 0.0312308 | Time: 1430.57 ms
[2021-12-23 13:23:00 main:574] : INFO : Epoch 1922 | loss: 0.0312325 | val_loss: 0.0312303 | Time: 1543.92 ms
[2021-12-23 13:23:01 main:574] : INFO : Epoch 1923 | loss: 0.0312322 | val_loss: 0.031228 | Time: 1459.67 ms
[2021-12-23 13:23:02 main:574] : INFO : Epoch 1924 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 1301.75 ms
[2021-12-23 13:23:04 main:574] : INFO : Epoch 1925 | loss: 0.0312279 | val_loss: 0.0312271 | Time: 1517.19 ms
[2021-12-23 13:23:05 main:574] : INFO : Epoch 1926 | loss: 0.0312274 | val_loss: 0.0312277 | Time: 1499.67 ms
[2021-12-23 13:23:07 main:574] : INFO : Epoch 1927 | loss: 0.0312276 | val_loss: 0.0312271 | Time: 1333.15 ms
[2021-12-23 13:23:08 main:574] : INFO : Epoch 1928 | loss: 0.0312295 | val_loss: 0.031228 | Time: 1436.58 ms
[2021-12-23 13:23:10 main:574] : INFO : Epoch 1929 | loss: 0.0312256 | val_loss: 0.0312265 | Time: 1525.29 ms
[2021-12-23 13:23:11 main:574] : INFO : Epoch 1930 | loss: 0.0312249 | val_loss: 0.031227 | Time: 1449.54 ms
[2021-12-23 13:23:13 main:574] : INFO : Epoch 1931 | loss: 0.0312251 | val_loss: 0.0312281 | Time: 1321.6 ms
[2021-12-23 13:23:14 main:574] : INFO : Epoch 1932 | loss: 0.031225 | val_loss: 0.0312249 | Time: 1474.14 ms
[2021-12-23 13:23:16 main:574] : INFO : Epoch 1933 | loss: 0.0312255 | val_loss: 0.0312239 | Time: 1492.33 ms
[2021-12-23 13:23:17 main:574] : INFO : Epoch 1934 | loss: 0.0312247 | val_loss: 0.031225 | Time: 1289.43 ms
[2021-12-23 13:23:18 main:574] : INFO : Epoch 1935 | loss: 0.0312314 | val_loss: 0.0312375 | Time: 1426.49 ms
[2021-12-23 13:23:20 main:574] : INFO : Epoch 1936 | loss: 0.0312366 | val_loss: 0.0312372 | Time: 1505.96 ms
[2021-12-23 13:23:21 main:574] : INFO : Epoch 1937 | loss: 0.0312346 | val_loss: 0.0312323 | Time: 1440.67 ms
[2021-12-23 13:23:23 main:574] : INFO : Epoch 1938 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 1267.21 ms
[2021-12-23 13:23:24 main:574] : INFO : Epoch 1939 | loss: 0.0312332 | val_loss: 0.031235 | Time: 1548.49 ms
[2021-12-23 13:23:26 main:574] : INFO : Epoch 1940 | loss: 0.0312339 | val_loss: 0.0312305 | Time: 1479.63 ms
[2021-12-23 13:23:27 main:574] : INFO : Epoch 1941 | loss: 0.0312309 | val_loss: 0.0312383 | Time: 1310.76 ms
[2021-12-23 13:23:28 main:574] : INFO : Epoch 1942 | loss: 0.0312329 | val_loss: 0.0312318 | Time: 1428.21 ms
[2021-12-23 13:23:30 main:574] : INFO : Epoch 1943 | loss: 0.0312294 | val_loss: 0.0312308 | Time: 1528.71 ms
[2021-12-23 13:23:31 main:574] : INFO : Epoch 1944 | loss: 0.0312274 | val_loss: 0.0312312 | Time: 1466.87 ms
[2021-12-23 13:23:33 main:574] : INFO : Epoch 1945 | loss: 0.0312267 | val_loss: 0.0312296 | Time: 1310.33 ms
[2021-12-23 13:23:34 main:574] : INFO : Epoch 1946 | loss: 0.0312275 | val_loss: 0.0312278 | Time: 1480.54 ms
[2021-12-23 13:23:36 main:574] : INFO : Epoch 1947 | loss: 0.0312242 | val_loss: 0.031226 | Time: 1445.33 ms
[2021-12-23 13:23:37 main:574] : INFO : Epoch 1948 | loss: 0.0312253 | val_loss: 0.0312356 | Time: 1297.88 ms
[2021-12-23 13:23:38 main:574] : INFO : Epoch 1949 | loss: 0.0312259 | val_loss: 0.031227 | Time: 1406.87 ms
[2021-12-23 13:23:40 main:574] : INFO : Epoch 1950 | loss: 0.0312232 | val_loss: 0.0312278 | Time: 1456.21 ms
[2021-12-23 13:23:41 main:574] : INFO : Epoch 1951 | loss: 0.0312251 | val_loss: 0.0312254 | Time: 1510.81 ms
[2021-12-23 13:23:43 main:574] : INFO : Epoch 1952 | loss: 0.0312254 | val_loss: 0.0312258 | Time: 1332.05 ms
[2021-12-23 13:23:44 main:574] : INFO : Epoch 1953 | loss: 0.0312242 | val_loss: 0.0312247 | Time: 1520.14 ms
[2021-12-23 13:23:46 main:574] : INFO : Epoch 1954 | loss: 0.0312231 | val_loss: 0.0312228 | Time: 1497.81 ms
[2021-12-23 13:23:47 main:574] : INFO : Epoch 1955 | loss: 0.0312219 | val_loss: 0.0312225 | Time: 1279.17 ms
[2021-12-23 13:23:48 main:574] : INFO : Epoch 1956 | loss: 0.031221 | val_loss: 0.0312213 | Time: 1446.65 ms
[2021-12-23 13:23:50 main:574] : INFO : Epoch 1957 | loss: 0.0312204 | val_loss: 0.0312213 | Time: 1412.95 ms
[2021-12-23 13:23:51 main:574] : INFO : Epoch 1958 | loss: 0.0312194 | val_loss: 0.0312197 | Time: 1510.06 ms
[2021-12-23 13:23:53 main:574] : INFO : Epoch 1959 | loss: 0.0312173 | val_loss: 0.0312179 | Time: 1271.88 ms
[2021-12-23 13:23:54 main:574] : INFO : Epoch 1960 | loss: 0.0312165 | val_loss: 0.0312175 | Time: 1515.96 ms
[2021-12-23 13:23:56 main:574] : INFO : Epoch 1961 | loss: 0.0312158 | val_loss: 0.0312174 | Time: 1503.73 ms
[2021-12-23 13:23:57 main:574] : INFO : Epoch 1962 | loss: 0.0312157 | val_loss: 0.0312187 | Time: 1307.53 ms
[2021-12-23 13:23:58 main:574] : INFO : Epoch 1963 | loss: 0.0312151 | val_loss: 0.0312177 | Time: 1399.62 ms
[2021-12-23 13:24:00 main:574] : INFO : Epoch 1964 | loss: 0.0312149 | val_loss: 0.0312166 | Time: 1513.12 ms
[2021-12-23 13:24:01 main:574] : INFO : Epoch 1965 | loss: 0.0312148 | val_loss: 0.0312188 | Time: 1449.07 ms
[2021-12-23 13:24:03 main:574] : INFO : Epoch 1966 | loss: 0.0312144 | val_loss: 0.0312149 | Time: 1250.47 ms
[2021-12-23 13:24:04 main:574] : INFO : Epoch 1967 | loss: 0.0312131 | val_loss: 0.0312172 | Time: 1499.82 ms
[2021-12-23 13:24:06 main:574] : INFO : Epoch 1968 | loss: 0.0312143 | val_loss: 0.0312174 | Time: 1492.82 ms
[2021-12-23 13:24:07 main:574] : INFO : Epoch 1969 | loss: 0.0312187 | val_loss: 0.0312192 | Time: 1306.49 ms
[2021-12-23 13:24:08 main:574] : INFO : Epoch 1970 | loss: 0.0312156 | val_loss: 0.0312144 | Time: 1449.72 ms
[2021-12-23 13:24:10 main:574] : INFO : Epoch 1971 | loss: 0.0312139 | val_loss: 0.0312146 | Time: 1487.27 ms
[2021-12-23 13:24:11 main:574] : INFO : Epoch 1972 | loss: 0.031213 | val_loss: 0.0312171 | Time: 1483.9 ms
[2021-12-23 13:24:13 main:574] : INFO : Epoch 1973 | loss: 0.0312158 | val_loss: 0.0312174 | Time: 1283.83 ms
[2021-12-23 13:24:14 main:574] : INFO : Epoch 1974 | loss: 0.0312149 | val_loss: 0.0312159 | Time: 1518.85 ms
[2021-12-23 13:24:16 main:574] : INFO : Epoch 1975 | loss: 0.0312138 | val_loss: 0.031215 | Time: 1548.96 ms
[2021-12-23 13:24:17 main:574] : INFO : Epoch 1976 | loss: 0.0312145 | val_loss: 0.0312154 | Time: 1326.26 ms
[2021-12-23 13:24:19 main:574] : INFO : Epoch 1977 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 1449.25 ms
[2021-12-23 13:24:20 main:574] : INFO : Epoch 1978 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 1500.87 ms
[2021-12-23 13:24:22 main:574] : INFO : Epoch 1979 | loss: 0.0312114 | val_loss: 0.031214 | Time: 1450.49 ms
[2021-12-23 13:24:23 main:574] : INFO : Epoch 1980 | loss: 0.0312115 | val_loss: 0.0312136 | Time: 1268.6 ms
[2021-12-23 13:24:24 main:574] : INFO : Epoch 1981 | loss: 0.0312117 | val_loss: 0.0312133 | Time: 1511.83 ms
[2021-12-23 13:24:26 main:574] : INFO : Epoch 1982 | loss: 0.0312111 | val_loss: 0.0312148 | Time: 1510.94 ms
[2021-12-23 13:24:27 main:574] : INFO : Epoch 1983 | loss: 0.0312115 | val_loss: 0.0312151 | Time: 1304.59 ms
[2021-12-23 13:24:29 main:574] : INFO : Epoch 1984 | loss: 0.031211 | val_loss: 0.0312134 | Time: 1444.28 ms
[2021-12-23 13:24:30 main:574] : INFO : Epoch 1985 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 1500.79 ms
[2021-12-23 13:24:32 main:574] : INFO : Epoch 1986 | loss: 0.0312099 | val_loss: 0.0312131 | Time: 1482.85 ms
[2021-12-23 13:24:33 main:574] : INFO : Epoch 1987 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 1322.99 ms
[2021-12-23 13:24:35 main:574] : INFO : Epoch 1988 | loss: 0.0312097 | val_loss: 0.031213 | Time: 1564.42 ms
[2021-12-23 13:24:36 main:574] : INFO : Epoch 1989 | loss: 0.0312092 | val_loss: 0.0312128 | Time: 1544.69 ms
[2021-12-23 13:24:37 main:574] : INFO : Epoch 1990 | loss: 0.03121 | val_loss: 0.0312139 | Time: 1273 ms
[2021-12-23 13:24:39 main:574] : INFO : Epoch 1991 | loss: 0.0312102 | val_loss: 0.0312142 | Time: 1464.03 ms
[2021-12-23 13:24:40 main:574] : INFO : Epoch 1992 | loss: 0.0312106 | val_loss: 0.031214 | Time: 1535.05 ms
[2021-12-23 13:24:42 main:574] : INFO : Epoch 1993 | loss: 0.0312109 | val_loss: 0.0312122 | Time: 1426.12 ms
[2021-12-23 13:24:43 main:574] : INFO : Epoch 1994 | loss: 0.0312107 | val_loss: 0.0312122 | Time: 1384.88 ms
[2021-12-23 13:24:45 main:574] : INFO : Epoch 1995 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 1498.23 ms
[2021-12-23 13:24:46 main:574] : INFO : Epoch 1996 | loss: 0.0312089 | val_loss: 0.0312114 | Time: 1422.44 ms
[2021-12-23 13:24:47 main:574] : INFO : Epoch 1997 | loss: 0.0312093 | val_loss: 0.0312153 | Time: 1280.94 ms
[2021-12-23 13:24:49 main:574] : INFO : Epoch 1998 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 1498.71 ms
[2021-12-23 13:24:51 main:574] : INFO : Epoch 1999 | loss: 0.0312092 | val_loss: 0.0312115 | Time: 1525.21 ms
[2021-12-23 13:24:52 main:574] : INFO : Epoch 2000 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 1411.23 ms
[2021-12-23 13:24:53 main:574] : INFO : Epoch 2001 | loss: 0.0312079 | val_loss: 0.0312136 | Time: 1343.61 ms
[2021-12-23 13:24:55 main:574] : INFO : Epoch 2002 | loss: 0.031208 | val_loss: 0.0312116 | Time: 1513.69 ms
[2021-12-23 13:24:56 main:574] : INFO : Epoch 2003 | loss: 0.0312084 | val_loss: 0.0312139 | Time: 1488.17 ms
[2021-12-23 13:24:58 main:574] : INFO : Epoch 2004 | loss: 0.0312093 | val_loss: 0.031215 | Time: 1223.47 ms
[2021-12-23 13:24:59 main:574] : INFO : Epoch 2005 | loss: 0.0312127 | val_loss: 0.0312151 | Time: 1468.36 ms
[2021-12-23 13:25:01 main:574] : INFO : Epoch 2006 | loss: 0.0312084 | val_loss: 0.0312144 | Time: 1519.86 ms
[2021-12-23 13:25:02 main:574] : INFO : Epoch 2007 | loss: 0.0312086 | val_loss: 0.0312098 | Time: 1376.98 ms
[2021-12-23 13:25:03 main:574] : INFO : Epoch 2008 | loss: 0.0312069 | val_loss: 0.0312095 | Time: 1305.27 ms
[2021-12-23 13:25:05 main:574] : INFO : Epoch 2009 | loss: 0.0312061 | val_loss: 0.0312104 | Time: 1490.04 ms
[2021-12-23 13:25:06 main:574] : INFO : Epoch 2010 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1540.28 ms
[2021-12-23 13:25:08 main:574] : INFO : Epoch 2011 | loss: 0.0312061 | val_loss: 0.0312105 | Time: 1253.46 ms
[2021-12-23 13:25:09 main:574] : INFO : Epoch 2012 | loss: 0.0312059 | val_loss: 0.0312106 | Time: 1491.77 ms
[2021-12-23 13:25:11 main:574] : INFO : Epoch 2013 | loss: 0.031206 | val_loss: 0.031209 | Time: 1502.62 ms
[2021-12-23 13:25:12 main:574] : INFO : Epoch 2014 | loss: 0.0312055 | val_loss: 0.0312087 | Time: 1398.53 ms
[2021-12-23 13:25:13 main:574] : INFO : Epoch 2015 | loss: 0.0312046 | val_loss: 0.0312093 | Time: 1332 ms
[2021-12-23 13:25:15 main:574] : INFO : Epoch 2016 | loss: 0.0312064 | val_loss: 0.03121 | Time: 1496.52 ms
[2021-12-23 13:25:16 main:574] : INFO : Epoch 2017 | loss: 0.0312068 | val_loss: 0.0312106 | Time: 1437.44 ms
[2021-12-23 13:25:18 main:574] : INFO : Epoch 2018 | loss: 0.031206 | val_loss: 0.0312096 | Time: 1337.67 ms
[2021-12-23 13:25:19 main:574] : INFO : Epoch 2019 | loss: 0.0312062 | val_loss: 0.0312116 | Time: 1910.65 ms
[2021-12-23 13:25:21 main:574] : INFO : Epoch 2020 | loss: 0.0312056 | val_loss: 0.03121 | Time: 1975.91 ms
[2021-12-23 13:25:23 main:574] : INFO : Epoch 2021 | loss: 0.0312053 | val_loss: 0.0312117 | Time: 1238.33 ms
[2021-12-23 13:25:24 main:574] : INFO : Epoch 2022 | loss: 0.031206 | val_loss: 0.0312134 | Time: 1771.52 ms
[2021-12-23 13:25:26 main:574] : INFO : Epoch 2023 | loss: 0.0312054 | val_loss: 0.0312099 | Time: 1640.92 ms
[2021-12-23 13:25:28 main:574] : INFO : Epoch 2024 | loss: 0.0312057 | val_loss: 0.0312093 | Time: 1374.18 ms
[2021-12-23 13:25:29 main:574] : INFO : Epoch 2025 | loss: 0.0312095 | val_loss: 0.0312177 | Time: 1564.76 ms
[2021-12-23 13:25:31 main:574] : INFO : Epoch 2026 | loss: 0.0312101 | val_loss: 0.0312113 | Time: 1623.96 ms
[2021-12-23 13:25:32 main:574] : INFO : Epoch 2027 | loss: 0.0312104 | val_loss: 0.0312115 | Time: 1440.86 ms
[2021-12-23 13:25:34 main:574] : INFO : Epoch 2028 | loss: 0.0312095 | val_loss: 0.0312156 | Time: 1418.66 ms
[2021-12-23 13:25:35 main:574] : INFO : Epoch 2029 | loss: 0.031208 | val_loss: 0.0312113 | Time: 1676.79 ms
[2021-12-23 13:25:37 main:574] : INFO : Epoch 2030 | loss: 0.0312073 | val_loss: 0.0312135 | Time: 1578.66 ms
[2021-12-23 13:25:38 main:574] : INFO : Epoch 2031 | loss: 0.0312062 | val_loss: 0.0312101 | Time: 1298.49 ms
[2021-12-23 13:25:40 main:574] : INFO : Epoch 2032 | loss: 0.0312055 | val_loss: 0.0312096 | Time: 1548.91 ms
[2021-12-23 13:25:41 main:574] : INFO : Epoch 2033 | loss: 0.0312049 | val_loss: 0.031213 | Time: 1577.19 ms
[2021-12-23 13:25:43 main:574] : INFO : Epoch 2034 | loss: 0.0312069 | val_loss: 0.0312172 | Time: 1340.01 ms
[2021-12-23 13:25:44 main:574] : INFO : Epoch 2035 | loss: 0.0312103 | val_loss: 0.0312251 | Time: 1574.32 ms
[2021-12-23 13:25:46 main:574] : INFO : Epoch 2036 | loss: 0.031225 | val_loss: 0.0312156 | Time: 1563.71 ms
[2021-12-23 13:25:47 main:574] : INFO : Epoch 2037 | loss: 0.0312134 | val_loss: 0.0312159 | Time: 1413.75 ms
[2021-12-23 13:25:49 main:574] : INFO : Epoch 2038 | loss: 0.0312166 | val_loss: 0.0312175 | Time: 1394.45 ms
[2021-12-23 13:25:50 main:574] : INFO : Epoch 2039 | loss: 0.0312138 | val_loss: 0.0312156 | Time: 1446.33 ms
[2021-12-23 13:25:52 main:574] : INFO : Epoch 2040 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 1455.9 ms
[2021-12-23 13:25:53 main:574] : INFO : Epoch 2041 | loss: 0.0312097 | val_loss: 0.0312124 | Time: 1244.83 ms
[2021-12-23 13:25:54 main:574] : INFO : Epoch 2042 | loss: 0.0312093 | val_loss: 0.0312123 | Time: 1519.49 ms
[2021-12-23 13:25:56 main:574] : INFO : Epoch 2043 | loss: 0.0312098 | val_loss: 0.0312122 | Time: 1483.75 ms
[2021-12-23 13:25:57 main:574] : INFO : Epoch 2044 | loss: 0.031209 | val_loss: 0.0312127 | Time: 1424.6 ms
Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1660 Ti)
[2021-12-28 15:44:29 main:435] : INFO : Set logging level to 1
[2021-12-28 15:44:29 main:441] : INFO : Running in BOINC Client mode
[2021-12-28 15:44:29 main:444] : INFO : Resolving all filenames
[2021-12-28 15:44:29 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1)
[2021-12-28 15:44:29 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1)
[2021-12-28 15:44:29 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0)
[2021-12-28 15:44:29 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1)
[2021-12-28 15:44:29 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1)
[2021-12-28 15:44:29 main:472] : INFO : Dataset filename: dataset.hdf5
[2021-12-28 15:44:29 main:474] : INFO : Configuration:
[2021-12-28 15:44:29 main:475] : INFO : Model type: GRU
[2021-12-28 15:44:29 main:476] : INFO : Validation Loss Threshold: 0.0001
[2021-12-28 15:44:29 main:477] : INFO : Max Epochs: 2048
[2021-12-28 15:44:29 main:478] : INFO : Batch Size: 128
[2021-12-28 15:44:29 main:479] : INFO : Learning Rate: 0.01
[2021-12-28 15:44:29 main:480] : INFO : Patience: 10
[2021-12-28 15:44:29 main:481] : INFO : Hidden Width: 12
[2021-12-28 15:44:29 main:482] : INFO : # Recurrent Layers: 4
[2021-12-28 15:44:29 main:483] : INFO : # Backend Layers: 4
[2021-12-28 15:44:29 main:484] : INFO : # Threads: 1
[2021-12-28 15:44:29 main:486] : INFO : Preparing Dataset
[2021-12-28 15:44:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory
[2021-12-28 15:44:29 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory
[2021-12-28 15:44:32 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory.
[2021-12-28 15:44:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory
[2021-12-28 15:44:33 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory
[2021-12-28 15:44:33 load:106] : INFO : Successfully loaded dataset of 512 examples into memory.
[2021-12-28 15:44:33 main:494] : INFO : Creating Model
[2021-12-28 15:44:33 main:507] : INFO : Preparing config file
[2021-12-28 15:44:33 main:511] : INFO : Found checkpoint, attempting to load...
[2021-12-28 15:44:33 main:512] : INFO : Loading config
[2021-12-28 15:44:33 main:514] : INFO : Loading state
[2021-12-28 15:44:35 main:559] : INFO : Loading DataLoader into Memory
[2021-12-28 15:44:35 main:562] : INFO : Starting Training
[2021-12-28 15:44:38 main:574] : INFO : Epoch 1935 | loss: 0.0312444 | val_loss: 0.0312227 | Time: 3155.66 ms
[2021-12-28 15:44:40 main:574] : INFO : Epoch 1936 | loss: 0.0312253 | val_loss: 0.0312243 | Time: 1950.9 ms
[2021-12-28 15:44:42 main:574] : INFO : Epoch 1937 | loss: 0.0312234 | val_loss: 0.0312178 | Time: 2027.43 ms
[2021-12-28 15:44:44 main:574] : INFO : Epoch 1938 | loss: 0.0312205 | val_loss: 0.0312171 | Time: 1935.47 ms
[2021-12-28 15:44:46 main:574] : INFO : Epoch 1939 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 2050.68 ms
[2021-12-28 15:44:48 main:574] : INFO : Epoch 1940 | loss: 0.0312192 | val_loss: 0.0312181 | Time: 2017.08 ms
[2021-12-28 15:44:50 main:574] : INFO : Epoch 1941 | loss: 0.0312195 | val_loss: 0.0312163 | Time: 1968.88 ms
[2021-12-28 15:44:52 main:574] : INFO : Epoch 1942 | loss: 0.0312176 | val_loss: 0.0312152 | Time: 2066.58 ms
[2021-12-28 15:44:54 main:574] : INFO : Epoch 1943 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 2039.23 ms
[2021-12-28 15:44:57 main:574] : INFO : Epoch 1944 | loss: 0.0312165 | val_loss: 0.0312171 | Time: 2043.01 ms
[2021-12-28 15:44:59 main:574] : INFO : Epoch 1945 | loss: 0.0312167 | val_loss: 0.0312158 | Time: 1977.68 ms
[2021-12-28 15:45:01 main:574] : INFO : Epoch 1946 | loss: 0.0312182 | val_loss: 0.0312201 | Time: 2004.34 ms
[2021-12-28 15:45:03 main:574] : INFO : Epoch 1947 | loss: 0.031215 | val_loss: 0.0312137 | Time: 2415.39 ms
[2021-12-28 15:45:05 main:574] : INFO : Epoch 1948 | loss: 0.0312134 | val_loss: 0.0312151 | Time: 2182.49 ms
[2021-12-28 15:45:07 main:574] : INFO : Epoch 1949 | loss: 0.0312158 | val_loss: 0.0312117 | Time: 2048.76 ms
[2021-12-28 15:45:09 main:574] : INFO : Epoch 1950 | loss: 0.0312125 | val_loss: 0.0312112 | Time: 2018.55 ms
[2021-12-28 15:45:11 main:574] : INFO : Epoch 1951 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 2040.54 ms
[2021-12-28 15:45:13 main:574] : INFO : Epoch 1952 | loss: 0.0312089 | val_loss: 0.0312092 | Time: 2110.23 ms
[2021-12-28 15:45:15 main:574] : INFO : Epoch 1953 | loss: 0.0312112 | val_loss: 0.0312109 | Time: 1705.39 ms
[2021-12-28 15:45:17 main:574] : INFO : Epoch 1954 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 1536.84 ms
[2021-12-28 15:45:18 main:574] : INFO : Epoch 1955 | loss: 0.0312076 | val_loss: 0.0312099 | Time: 1503.5 ms
[2021-12-28 15:45:19 main:574] : INFO : Epoch 1956 | loss: 0.0312084 | val_loss: 0.0312096 | Time: 1221.95 ms
[2021-12-28 15:45:21 main:574] : INFO : Epoch 1957 | loss: 0.0312125 | val_loss: 0.031212 | Time: 1490.07 ms
[2021-12-28 15:45:22 main:574] : INFO : Epoch 1958 | loss: 0.0312127 | val_loss: 0.031213 | Time: 1507.06 ms
[2021-12-28 15:45:24 main:574] : INFO : Epoch 1959 | loss: 0.0312096 | val_loss: 0.0312094 | Time: 1346.38 ms
[2021-12-28 15:45:25 main:574] : INFO : Epoch 1960 | loss: 0.0312087 | val_loss: 0.0312127 | Time: 1332.53 ms
[2021-12-28 15:45:27 main:574] : INFO : Epoch 1961 | loss: 0.0312084 | val_loss: 0.0312073 | Time: 1444.57 ms
[2021-12-28 15:45:28 main:574] : INFO : Epoch 1962 | loss: 0.031207 | val_loss: 0.0312079 | Time: 1451.25 ms
[2021-12-28 15:45:29 main:574] : INFO : Epoch 1963 | loss: 0.031207 | val_loss: 0.0312064 | Time: 1246.66 ms
[2021-12-28 15:45:31 main:574] : INFO : Epoch 1964 | loss: 0.0312054 | val_loss: 0.0312051 | Time: 1490.76 ms
[2021-12-28 15:45:32 main:574] : INFO : Epoch 1965 | loss: 0.0312046 | val_loss: 0.0312047 | Time: 1495.47 ms
[2021-12-28 15:45:34 main:574] : INFO : Epoch 1966 | loss: 0.0312042 | val_loss: 0.0312033 | Time: 1437.7 ms
[2021-12-28 15:45:35 main:574] : INFO : Epoch 1967 | loss: 0.0312062 | val_loss: 0.0312025 | Time: 1266.8 ms
[2021-12-28 15:45:36 main:574] : INFO : Epoch 1968 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 1488.23 ms
[2021-12-28 15:45:38 main:574] : INFO : Epoch 1969 | loss: 0.0312023 | val_loss: 0.0312031 | Time: 1483.4 ms
[2021-12-28 15:45:39 main:574] : INFO : Epoch 1970 | loss: 0.0312041 | val_loss: 0.0312088 | Time: 1256.8 ms
[2021-12-28 15:45:41 main:574] : INFO : Epoch 1971 | loss: 0.0312077 | val_loss: 0.0312064 | Time: 1487.18 ms
[2021-12-28 15:45:42 main:574] : INFO : Epoch 1972 | loss: 0.0312044 | val_loss: 0.0312088 | Time: 1567.06 ms
[2021-12-28 15:45:44 main:574] : INFO : Epoch 1973 | loss: 0.0312046 | val_loss: 0.0312087 | Time: 1449.85 ms
[2021-12-28 15:45:45 main:574] : INFO : Epoch 1974 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 1353.61 ms
[2021-12-28 15:45:47 main:574] : INFO : Epoch 1975 | loss: 0.0312037 | val_loss: 0.0312046 | Time: 1554.34 ms
[2021-12-28 15:45:48 main:574] : INFO : Epoch 1976 | loss: 0.0312009 | val_loss: 0.0312057 | Time: 1696.24 ms
[2021-12-28 15:45:50 main:574] : INFO : Epoch 1977 | loss: 0.0312013 | val_loss: 0.0312023 | Time: 1294.38 ms
[2021-12-28 15:45:51 main:574] : INFO : Epoch 1978 | loss: 0.0312002 | val_loss: 0.0312035 | Time: 1593.51 ms
[2021-12-28 15:45:53 main:574] : INFO : Epoch 1979 | loss: 0.0311978 | val_loss: 0.0312083 | Time: 1723.42 ms
[2021-12-28 15:45:54 main:574] : INFO : Epoch 1980 | loss: 0.031201 | val_loss: 0.0312049 | Time: 1326.89 ms
[2021-12-28 15:45:56 main:574] : INFO : Epoch 1981 | loss: 0.0312003 | val_loss: 0.0312063 | Time: 1487.4 ms
[2021-12-28 15:45:58 main:574] : INFO : Epoch 1982 | loss: 0.0312011 | val_loss: 0.0312043 | Time: 1735.98 ms
[2021-12-28 15:46:01 main:574] : INFO : Epoch 1983 | loss: 0.0312004 | val_loss: 0.0312076 | Time: 3604.05 ms
[2021-12-28 15:46:05 main:574] : INFO : Epoch 1984 | loss: 0.0312013 | val_loss: 0.0312066 | Time: 3843.19 ms
[2021-12-28 15:46:09 main:574] : INFO : Epoch 1985 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 3556.21 ms
[2021-12-28 15:46:41 main:574] : INFO : Epoch 1986 | loss: 0.0312017 | val_loss: 0.031207 | Time: 32171.1 ms
[2021-12-28 15:46:43 main:574] : INFO : Epoch 1987 | loss: 0.0312039 | val_loss: 0.0312104 | Time: 1824.15 ms
[2021-12-28 15:46:45 main:574] : INFO : Epoch 1988 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 1955.18 ms
[2021-12-28 15:46:47 main:574] : INFO : Epoch 1989 | loss: 0.0312048 | val_loss: 0.0312067 | Time: 2310.65 ms
[2021-12-28 15:46:49 main:574] : INFO : Epoch 1990 | loss: 0.0312032 | val_loss: 0.0312049 | Time: 1995.21 ms
[2021-12-28 15:48:11 main:574] : INFO : Epoch 1991 | loss: 0.0312024 | val_loss: 0.0312036 | Time: 82343.6 ms
[2021-12-28 15:48:14 main:574] : INFO : Epoch 1992 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 1949.45 ms
[2021-12-28 15:48:15 main:574] : INFO : Epoch 1993 | loss: 0.0312034 | val_loss: 0.0312044 | Time: 1591.15 ms
[2021-12-28 15:48:17 main:574] : INFO : Epoch 1994 | loss: 0.0312024 | val_loss: 0.0312045 | Time: 1997.04 ms
[2021-12-28 15:48:19 main:574] : INFO : Epoch 1995 | loss: 0.0312 | val_loss: 0.0312037 | Time: 1701.21 ms
[2021-12-28 15:48:41 main:574] : INFO : Epoch 1996 | loss: 0.0312009 | val_loss: 0.031203 | Time: 21762.2 ms
[2021-12-28 15:48:43 main:574] : INFO : Epoch 1997 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 1713.33 ms
[2021-12-28 15:48:44 main:574] : INFO : Epoch 1998 | loss: 0.0312039 | val_loss: 0.0312037 | Time: 1650.73 ms
[2021-12-28 15:48:46 main:574] : INFO : Epoch 1999 | loss: 0.0312017 | val_loss: 0.031204 | Time: 1940.25 ms
[2021-12-28 15:48:48 main:574] : INFO : Epoch 2000 | loss: 0.031201 | val_loss: 0.0312023 | Time: 2179.2 ms
[2021-12-28 15:48:50 main:574] : INFO : Epoch 2001 | loss: 0.0312011 | val_loss: 0.0312014 | Time: 1645.41 ms
[2021-12-28 15:48:52 main:574] : INFO : Epoch 2002 | loss: 0.0312008 | val_loss: 0.031208 | Time: 1965.26 ms
[2021-12-28 15:48:54 main:574] : INFO : Epoch 2003 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 1967.39 ms
[2021-12-28 15:48:56 main:574] : INFO : Epoch 2004 | loss: 0.0312018 | val_loss: 0.0312017 | Time: 1734.54 ms
[2021-12-28 15:48:58 main:574] : INFO : Epoch 2005 | loss: 0.031208 | val_loss: 0.0312192 | Time: 1917.05 ms
[2021-12-28 15:48:59 main:574] : INFO : Epoch 2006 | loss: 0.0312144 | val_loss: 0.0312083 | Time: 1564.63 ms
[2021-12-28 15:49:01 main:574] : INFO : Epoch 2007 | loss: 0.0312127 | val_loss: 0.03121 | Time: 1815.88 ms
[2021-12-28 15:49:03 main:574] : INFO : Epoch 2008 | loss: 0.0312085 | val_loss: 0.031207 | Time: 1859.95 ms
[2021-12-28 15:49:05 main:574] : INFO : Epoch 2009 | loss: 0.0312088 | val_loss: 0.0312143 | Time: 1563.83 ms
[2021-12-28 15:49:06 main:574] : INFO : Epoch 2010 | loss: 0.031213 | val_loss: 0.0312148 | Time: 1692.1 ms
[2021-12-28 15:49:08 main:574] : INFO : Epoch 2011 | loss: 0.0312103 | val_loss: 0.031209 | Time: 2015.67 ms
[2021-12-28 15:49:10 main:574] : INFO : Epoch 2012 | loss: 0.0312072 | val_loss: 0.0312058 | Time: 1596.2 ms
[2021-12-28 15:49:12 main:574] : INFO : Epoch 2013 | loss: 0.0312054 | val_loss: 0.0312049 | Time: 2010.79 ms
[2021-12-28 15:49:14 main:574] : INFO : Epoch 2014 | loss: 0.031204 | val_loss: 0.0312049 | Time: 1844.23 ms
[2021-12-28 15:49:16 main:574] : INFO : Epoch 2015 | loss: 0.0312069 | val_loss: 0.0312058 | Time: 1764.59 ms
[2021-12-28 15:49:18 main:574] : INFO : Epoch 2016 | loss: 0.0312061 | val_loss: 0.0312074 | Time: 1818.96 ms
[2021-12-28 15:49:19 main:574] : INFO : Epoch 2017 | loss: 0.0312034 | val_loss: 0.0312064 | Time: 1546.49 ms
[2021-12-28 15:49:21 main:574] : INFO : Epoch 2018 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1869.26 ms
[2021-12-28 15:49:23 main:574] : INFO : Epoch 2019 | loss: 0.0312036 | val_loss: 0.0312048 | Time: 2008.83 ms
[2021-12-28 15:49:25 main:574] : INFO : Epoch 2020 | loss: 0.0312108 | val_loss: 0.0312124 | Time: 1370.42 ms
[2021-12-28 15:49:26 main:574] : INFO : Epoch 2021 | loss: 0.0312066 | val_loss: 0.0312078 | Time: 1797.27 ms
[2021-12-28 15:49:29 main:574] : INFO : Epoch 2022 | loss: 0.0312043 | val_loss: 0.0312058 | Time: 1954.19 ms
[2021-12-28 15:49:30 main:574] : INFO : Epoch 2023 | loss: 0.0312033 | val_loss: 0.0312066 | Time: 1390.25 ms
[2021-12-28 15:49:32 main:574] : INFO : Epoch 2024 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 1849.16 ms
[2021-12-28 15:49:34 main:574] : INFO : Epoch 2025 | loss: 0.0312027 | val_loss: 0.0312074 | Time: 1712.15 ms
[2021-12-28 15:49:35 main:574] : INFO : Epoch 2026 | loss: 0.0312013 | val_loss: 0.0312046 | Time: 1456.46 ms
[2021-12-28 15:49:37 main:574] : INFO : Epoch 2027 | loss: 0.0311995 | val_loss: 0.0312032 | Time: 1727.96 ms
[2021-12-28 15:49:39 main:574] : INFO : Epoch 2028 | loss: 0.0311989 | val_loss: 0.0312033 | Time: 1712.92 ms
[2021-12-28 15:49:40 main:574] : INFO : Epoch 2029 | loss: 0.0311981 | val_loss: 0.0312029 | Time: 1463.65 ms
[2021-12-28 15:49:42 main:574] : INFO : Epoch 2030 | loss: 0.0312001 | val_loss: 0.0312016 | Time: 1702.99 ms
[2021-12-28 15:49:44 main:574] : INFO : Epoch 2031 | loss: 0.0311996 | val_loss: 0.0312057 | Time: 1706.13 ms
[2021-12-28 15:49:45 main:574] : INFO : Epoch 2032 | loss: 0.0312004 | val_loss: 0.0312096 | Time: 1454.64 ms
[2021-12-28 15:49:47 main:574] : INFO : Epoch 2033 | loss: 0.0312043 | val_loss: 0.0312094 | Time: 1714.29 ms
[2021-12-28 15:49:49 main:574] : INFO : Epoch 2034 | loss: 0.0312041 | val_loss: 0.0312045 | Time: 1689.08 ms
[2021-12-28 15:49:50 main:574] : INFO : Epoch 2035 | loss: 0.0311998 | val_loss: 0.0312004 | Time: 1400.18 ms
[2021-12-28 15:49:52 main:574] : INFO : Epoch 2036 | loss: 0.0311981 | val_loss: 0.0312018 | Time: 1671.07 ms
[2021-12-28 15:49:54 main:574] : INFO : Epoch 2037 | loss: 0.0311979 | val_loss: 0.0312046 | Time: 1676.56 ms
[2021-12-28 15:49:55 main:574] : INFO : Epoch 2038 | loss: 0.0311998 | val_loss: 0.0312055 | Time: 1422.74 ms
[2021-12-28 15:49:57 main:574] : INFO : Epoch 2039 | loss: 0.0311997 | val_loss: 0.0312038 | Time: 1716.23 ms
[2021-12-28 15:49:59 main:574] : INFO : Epoch 2040 | loss: 0.031197 | val_loss: 0.0312024 | Time: 1728.6 ms
[2021-12-28 15:50:00 main:574] : INFO : Epoch 2041 | loss: 0.0312001 | val_loss: 0.031204 | Time: 1380.65 ms
[2021-12-28 15:50:02 main:574] : INFO : Epoch 2042 | loss: 0.0312007 | val_loss: 0.0312047 | Time: 1719.82 ms
[2021-12-28 15:50:03 main:574] : INFO : Epoch 2043 | loss: 0.0312011 | val_loss: 0.0312002 | Time: 1696.64 ms
[2021-12-28 15:50:05 main:574] : INFO : Epoch 2044 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 1358.11 ms
[2021-12-28 15:50:07 main:574] : INFO : Epoch 2045 | loss: 0.0311963 | val_loss: 0.0312002 | Time: 1734.16 ms
[2021-12-28 15:50:08 main:574] : INFO : Epoch 2046 | loss: 0.0312068 | val_loss: 0.0312136 | Time: 1699.11 ms
[2021-12-28 15:50:10 main:574] : INFO : Epoch 2047 | loss: 0.0312112 | val_loss: 0.0312062 | Time: 1415.02 ms
[2021-12-28 15:50:11 main:574] : INFO : Epoch 2048 | loss: 0.0312074 | val_loss: 0.0312061 | Time: 1754.87 ms
[2021-12-28 15:50:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312061
[2021-12-28 15:50:12 main:603] : INFO : Saving end state to config to file
[2021-12-28 15:50:12 main:608] : INFO : Success, exiting..
15:50:12 (2100): 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)