Task 9189743
| Name | ParityModified-1636227134-5158-2-0_0 |
| Workunit | 6626197 |
| Created | 26 Nov 2021, 1:31:11 UTC |
| Sent | 1 Dec 2021, 16:12:59 UTC |
| Report deadline | 9 Dec 2021, 16:12:59 UTC |
| Received | 2 Dec 2021, 1:28:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 1 hours 46 min 46 sec |
| CPU time | 1 hours 45 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.79 GB |
| Peak swap size | 4.62 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: 0.0311414 | val_loss: 0.0311671 | Time: 1880.88 ms
[2021-12-01 21:52:05 main:574] : INFO : Epoch 1543 | loss: 0.0311416 | val_loss: 0.0311688 | Time: 1900.26 ms
[2021-12-01 21:52:06 main:574] : INFO : Epoch 1544 | loss: 0.0311397 | val_loss: 0.0311721 | Time: 1866.7 ms
[2021-12-01 21:52:08 main:574] : INFO : Epoch 1545 | loss: 0.0311411 | val_loss: 0.0311852 | Time: 1332.61 ms
[2021-12-01 21:52:10 main:574] : INFO : Epoch 1546 | loss: 0.0311425 | val_loss: 0.0311679 | Time: 1848.65 ms
[2021-12-01 21:52:11 main:574] : INFO : Epoch 1547 | loss: 0.0311402 | val_loss: 0.0311746 | Time: 1807.79 ms
[2021-12-01 21:52:13 main:574] : INFO : Epoch 1548 | loss: 0.0311359 | val_loss: 0.0311794 | Time: 1796.21 ms
[2021-12-01 21:52:15 main:574] : INFO : Epoch 1549 | loss: 0.0311351 | val_loss: 0.0311766 | Time: 1813.6 ms
[2021-12-01 21:52:17 main:574] : INFO : Epoch 1550 | loss: 0.0311374 | val_loss: 0.031176 | Time: 1661.93 ms
[2021-12-01 21:52:18 main:574] : INFO : Epoch 1551 | loss: 0.0311392 | val_loss: 0.0311812 | Time: 1506.51 ms
[2021-12-01 21:52:20 main:574] : INFO : Epoch 1552 | loss: 0.0311403 | val_loss: 0.0311716 | Time: 1809.93 ms
[2021-12-01 21:52:22 main:574] : INFO : Epoch 1553 | loss: 0.0311368 | val_loss: 0.0311834 | Time: 1831.01 ms
[2021-12-01 21:52:24 main:574] : INFO : Epoch 1554 | loss: 0.0311358 | val_loss: 0.0311725 | Time: 1768.52 ms
[2021-12-01 21:52:26 main:574] : INFO : Epoch 1555 | loss: 0.031136 | val_loss: 0.0311737 | Time: 1851.67 ms
[2021-12-01 21:52:27 main:574] : INFO : Epoch 1556 | loss: 0.0311396 | val_loss: 0.0311704 | Time: 1404.04 ms
[2021-12-01 21:52:29 main:574] : INFO : Epoch 1557 | loss: 0.0311361 | val_loss: 0.0311692 | Time: 1658.28 ms
[2021-12-01 21:52:31 main:574] : INFO : Epoch 1558 | loss: 0.031134 | val_loss: 0.0311728 | Time: 1957.69 ms
[2021-12-01 21:52:32 main:574] : INFO : Epoch 1559 | loss: 0.0311371 | val_loss: 0.0311767 | Time: 1916.74 ms
[2021-12-01 21:52:34 main:574] : INFO : Epoch 1560 | loss: 0.0311357 | val_loss: 0.031169 | Time: 1930.96 ms
[2021-12-01 21:52:36 main:574] : INFO : Epoch 1561 | loss: 0.0311343 | val_loss: 0.0311857 | Time: 1984.61 ms
[2021-12-01 21:52:38 main:574] : INFO : Epoch 1562 | loss: 0.0311373 | val_loss: 0.0311715 | Time: 1295.38 ms
[2021-12-01 21:52:40 main:574] : INFO : Epoch 1563 | loss: 0.0311373 | val_loss: 0.0311717 | Time: 1851.53 ms
[2021-12-01 21:52:42 main:574] : INFO : Epoch 1564 | loss: 0.0311352 | val_loss: 0.0311697 | Time: 1926.12 ms
[2021-12-01 21:52:43 main:574] : INFO : Epoch 1565 | loss: 0.0311344 | val_loss: 0.0311697 | Time: 1879.34 ms
[2021-12-01 21:52:45 main:574] : INFO : Epoch 1566 | loss: 0.0311353 | val_loss: 0.0311717 | Time: 1903.59 ms
[2021-12-01 21:52:47 main:574] : INFO : Epoch 1567 | loss: 0.0311328 | val_loss: 0.0311684 | Time: 1589.73 ms
[2021-12-01 21:52:48 main:574] : INFO : Epoch 1568 | loss: 0.0311348 | val_loss: 0.0311707 | Time: 1538.95 ms
[2021-12-01 21:52:50 main:574] : INFO : Epoch 1569 | loss: 0.0311368 | val_loss: 0.031184 | Time: 1935.03 ms
[2021-12-01 21:52:52 main:574] : INFO : Epoch 1570 | loss: 0.0311367 | val_loss: 0.0311706 | Time: 1849.25 ms
[2021-12-01 21:52:54 main:574] : INFO : Epoch 1571 | loss: 0.0311335 | val_loss: 0.0311723 | Time: 1883.36 ms
[2021-12-01 21:52:56 main:574] : INFO : Epoch 1572 | loss: 0.0311315 | val_loss: 0.0311688 | Time: 1874.46 ms
[2021-12-01 21:52:57 main:574] : INFO : Epoch 1573 | loss: 0.0311315 | val_loss: 0.0311735 | Time: 1286.39 ms
[2021-12-01 21:52:59 main:574] : INFO : Epoch 1574 | loss: 0.0311317 | val_loss: 0.031184 | Time: 1745.09 ms
[2021-12-01 21:53:01 main:574] : INFO : Epoch 1575 | loss: 0.0311339 | val_loss: 0.0311774 | Time: 1893.89 ms
[2021-12-01 21:53:03 main:574] : INFO : Epoch 1576 | loss: 0.0311345 | val_loss: 0.0311691 | Time: 1836.43 ms
[2021-12-01 21:53:05 main:574] : INFO : Epoch 1577 | loss: 0.0311364 | val_loss: 0.0311757 | Time: 1866.53 ms
[2021-12-01 21:53:06 main:574] : INFO : Epoch 1578 | loss: 0.0311324 | val_loss: 0.0311718 | Time: 1839.06 ms
[2021-12-01 21:53:08 main:574] : INFO : Epoch 1579 | loss: 0.0311319 | val_loss: 0.0311733 | Time: 1237.12 ms
[2021-12-01 21:53:10 main:574] : INFO : Epoch 1580 | loss: 0.0311327 | val_loss: 0.0311735 | Time: 1889.56 ms
[2021-12-01 21:53:12 main:574] : INFO : Epoch 1581 | loss: 0.0311319 | val_loss: 0.0311717 | Time: 1982.61 ms
[2021-12-01 21:53:13 main:574] : INFO : Epoch 1582 | loss: 0.0311346 | val_loss: 0.0311775 | Time: 1852.46 ms
[2021-12-01 21:53:16 main:574] : INFO : Epoch 1583 | loss: 0.0311318 | val_loss: 0.0311739 | Time: 2143.69 ms
[2021-12-01 21:53:17 main:574] : INFO : Epoch 1584 | loss: 0.0311327 | val_loss: 0.031171 | Time: 1461.45 ms
[2021-12-01 21:53:19 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311704 | Time: 1600.01 ms
[2021-12-01 21:53:21 main:574] : INFO : Epoch 1586 | loss: 0.0311403 | val_loss: 0.0311728 | Time: 1940.91 ms
[2021-12-01 21:53:23 main:574] : INFO : Epoch 1587 | loss: 0.0311342 | val_loss: 0.0311748 | Time: 1942.96 ms
[2021-12-01 21:53:24 main:574] : INFO : Epoch 1588 | loss: 0.0311322 | val_loss: 0.0311707 | Time: 1884.1 ms
[2021-12-01 21:53:26 main:574] : INFO : Epoch 1589 | loss: 0.0311317 | val_loss: 0.0311731 | Time: 1906.89 ms
[2021-12-01 21:53:28 main:574] : INFO : Epoch 1590 | loss: 0.0311321 | val_loss: 0.0311753 | Time: 1226.87 ms
[2021-12-01 21:53:29 main:574] : INFO : Epoch 1591 | loss: 0.0311334 | val_loss: 0.0311716 | Time: 1825.7 ms
[2021-12-01 21:53:31 main:574] : INFO : Epoch 1592 | loss: 0.0311347 | val_loss: 0.0311747 | Time: 1886.92 ms
[2021-12-01 21:53:33 main:574] : INFO : Epoch 1593 | loss: 0.0311353 | val_loss: 0.0311728 | Time: 1811.94 ms
[2021-12-01 21:53:35 main:574] : INFO : Epoch 1594 | loss: 0.0311334 | val_loss: 0.0311782 | Time: 1838.69 ms
[2021-12-01 21:53:37 main:574] : INFO : Epoch 1595 | loss: 0.0311348 | val_loss: 0.0311848 | Time: 1739.83 ms
[2021-12-01 21:53:38 main:574] : INFO : Epoch 1596 | loss: 0.0311366 | val_loss: 0.0311771 | Time: 1331.25 ms
[2021-12-01 21:53:40 main:574] : INFO : Epoch 1597 | loss: 0.0311358 | val_loss: 0.0311787 | Time: 1737.9 ms
[2021-12-01 21:53:42 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311721 | Time: 1876.97 ms
[2021-12-01 21:53:43 main:574] : INFO : Epoch 1599 | loss: 0.0311367 | val_loss: 0.0311691 | Time: 1784.61 ms
[2021-12-01 21:53:45 main:574] : INFO : Epoch 1600 | loss: 0.0311372 | val_loss: 0.0311742 | Time: 1842.06 ms
[2021-12-01 21:53:47 main:574] : INFO : Epoch 1601 | loss: 0.0311391 | val_loss: 0.0311694 | Time: 1594.94 ms
[2021-12-01 21:53:48 main:574] : INFO : Epoch 1602 | loss: 0.0311426 | val_loss: 0.0311862 | Time: 1486.76 ms
[2021-12-01 21:53:50 main:574] : INFO : Epoch 1603 | loss: 0.0311391 | val_loss: 0.0311765 | Time: 1916.07 ms
[2021-12-01 21:53:52 main:574] : INFO : Epoch 1604 | loss: 0.031135 | val_loss: 0.031183 | Time: 1859.68 ms
[2021-12-01 21:53:54 main:574] : INFO : Epoch 1605 | loss: 0.0311354 | val_loss: 0.0311842 | Time: 1836.89 ms
[2021-12-01 21:53:56 main:574] : INFO : Epoch 1606 | loss: 0.0311368 | val_loss: 0.0311814 | Time: 1875.28 ms
[2021-12-01 21:53:57 main:574] : INFO : Epoch 1607 | loss: 0.0311344 | val_loss: 0.0311815 | Time: 1404.8 ms
[2021-12-01 21:53:59 main:574] : INFO : Epoch 1608 | loss: 0.0311339 | val_loss: 0.0311807 | Time: 1676.29 ms
[2021-12-01 21:54:01 main:574] : INFO : Epoch 1609 | loss: 0.0311347 | val_loss: 0.0311708 | Time: 1897.05 ms
[2021-12-01 21:54:03 main:574] : INFO : Epoch 1610 | loss: 0.0311336 | val_loss: 0.0311762 | Time: 1768.2 ms
[2021-12-01 21:54:05 main:574] : INFO : Epoch 1611 | loss: 0.0311366 | val_loss: 0.0311726 | Time: 2031.42 ms
[2021-12-01 21:54:07 main:574] : INFO : Epoch 1612 | loss: 0.031138 | val_loss: 0.031184 | Time: 1925.82 ms
[2021-12-01 21:54:08 main:574] : INFO : Epoch 1613 | loss: 0.0311414 | val_loss: 0.0311768 | Time: 1196.82 ms
[2021-12-01 21:54:10 main:574] : INFO : Epoch 1614 | loss: 0.0311394 | val_loss: 0.0311782 | Time: 1827.27 ms
[2021-12-01 21:54:12 main:574] : INFO : Epoch 1615 | loss: 0.0311412 | val_loss: 0.0311821 | Time: 1835.86 ms
[2021-12-01 21:54:13 main:574] : INFO : Epoch 1616 | loss: 0.031136 | val_loss: 0.0311825 | Time: 1896.63 ms
[2021-12-01 21:54:15 main:574] : INFO : Epoch 1617 | loss: 0.0311356 | val_loss: 0.0311778 | Time: 1879.33 ms
[2021-12-01 21:54:17 main:574] : INFO : Epoch 1618 | loss: 0.0311339 | val_loss: 0.0311762 | Time: 1623.06 ms
[2021-12-01 21:54:18 main:574] : INFO : Epoch 1619 | loss: 0.031135 | val_loss: 0.0311881 | Time: 1355.13 ms
[2021-12-01 21:54:20 main:574] : INFO : Epoch 1620 | loss: 0.0311361 | val_loss: 0.0311742 | Time: 1811.27 ms
[2021-12-01 21:54:22 main:574] : INFO : Epoch 1621 | loss: 0.0311332 | val_loss: 0.0311835 | Time: 1870.11 ms
[2021-12-01 21:54:24 main:574] : INFO : Epoch 1622 | loss: 0.0311335 | val_loss: 0.0311802 | Time: 1931.74 ms
[2021-12-01 21:54:26 main:574] : INFO : Epoch 1623 | loss: 0.0311323 | val_loss: 0.0311743 | Time: 1978.65 ms
[2021-12-01 21:54:27 main:574] : INFO : Epoch 1624 | loss: 0.0311324 | val_loss: 0.0311769 | Time: 1444.12 ms
[2021-12-01 21:54:29 main:574] : INFO : Epoch 1625 | loss: 0.0311376 | val_loss: 0.0311752 | Time: 1678.44 ms
[2021-12-01 21:54:31 main:574] : INFO : Epoch 1626 | loss: 0.0311355 | val_loss: 0.0311762 | Time: 1921.25 ms
[2021-12-01 21:54:33 main:574] : INFO : Epoch 1627 | loss: 0.0311326 | val_loss: 0.0311745 | Time: 1882.97 ms
[2021-12-01 21:54:35 main:574] : INFO : Epoch 1628 | loss: 0.0311321 | val_loss: 0.0311871 | Time: 2025.23 ms
[2021-12-01 21:54:37 main:574] : INFO : Epoch 1629 | loss: 0.031133 | val_loss: 0.0311854 | Time: 1892.05 ms
[2021-12-01 21:54:38 main:574] : INFO : Epoch 1630 | loss: 0.0311366 | val_loss: 0.0311757 | Time: 1342.97 ms
[2021-12-01 21:54:40 main:574] : INFO : Epoch 1631 | loss: 0.0311342 | val_loss: 0.0311818 | Time: 1850.61 ms
[2021-12-01 21:54:42 main:574] : INFO : Epoch 1632 | loss: 0.0311357 | val_loss: 0.0311847 | Time: 1888.39 ms
[2021-12-01 21:54:44 main:574] : INFO : Epoch 1633 | loss: 0.031137 | val_loss: 0.0311728 | Time: 1839.18 ms
[2021-12-01 21:54:46 main:574] : INFO : Epoch 1634 | loss: 0.0311333 | val_loss: 0.031174 | Time: 1938.84 ms
[2021-12-01 21:54:47 main:574] : INFO : Epoch 1635 | loss: 0.0311345 | val_loss: 0.0311937 | Time: 1541.75 ms
[2021-12-01 21:54:49 main:574] : INFO : Epoch 1636 | loss: 0.031135 | val_loss: 0.0311773 | Time: 1484.28 ms
[2021-12-01 21:54:51 main:574] : INFO : Epoch 1637 | loss: 0.031137 | val_loss: 0.0311749 | Time: 1938.73 ms
[2021-12-01 21:54:52 main:574] : INFO : Epoch 1638 | loss: 0.0311475 | val_loss: 0.031186 | Time: 1839.09 ms
[2021-12-01 21:54:54 main:574] : INFO : Epoch 1639 | loss: 0.0311464 | val_loss: 0.0312036 | Time: 1876.29 ms
[2021-12-01 21:54:56 main:574] : INFO : Epoch 1640 | loss: 0.0311409 | val_loss: 0.0311776 | Time: 1887.81 ms
[2021-12-01 21:54:58 main:574] : INFO : Epoch 1641 | loss: 0.0311476 | val_loss: 0.0311857 | Time: 1344.34 ms
[2021-12-01 21:54:59 main:574] : INFO : Epoch 1642 | loss: 0.0311384 | val_loss: 0.0311761 | Time: 1706.13 ms
[2021-12-01 21:55:01 main:574] : INFO : Epoch 1643 | loss: 0.0311385 | val_loss: 0.0311776 | Time: 1890.28 ms
[2021-12-01 21:55:03 main:574] : INFO : Epoch 1644 | loss: 0.0311374 | val_loss: 0.031176 | Time: 1895.93 ms
[2021-12-01 21:55:05 main:574] : INFO : Epoch 1645 | loss: 0.0311362 | val_loss: 0.0311813 | Time: 1897.03 ms
[2021-12-01 21:55:07 main:574] : INFO : Epoch 1646 | loss: 0.0311367 | val_loss: 0.0311753 | Time: 1840.63 ms
[2021-12-01 21:55:08 main:574] : INFO : Epoch 1647 | loss: 0.0311364 | val_loss: 0.0311818 | Time: 1241.7 ms
[2021-12-01 21:55:10 main:574] : INFO : Epoch 1648 | loss: 0.0311351 | val_loss: 0.0311761 | Time: 1914.61 ms
[2021-12-01 21:55:12 main:574] : INFO : Epoch 1649 | loss: 0.0311337 | val_loss: 0.0311831 | Time: 1883.14 ms
[2021-12-01 21:55:14 main:574] : INFO : Epoch 1650 | loss: 0.0311358 | val_loss: 0.0311755 | Time: 1800.97 ms
[2021-12-01 21:55:16 main:574] : INFO : Epoch 1651 | loss: 0.0311353 | val_loss: 0.0311813 | Time: 1903.66 ms
[2021-12-01 21:55:17 main:574] : INFO : Epoch 1652 | loss: 0.031137 | val_loss: 0.031179 | Time: 1624.97 ms
[2021-12-01 21:55:19 main:574] : INFO : Epoch 1653 | loss: 0.0311328 | val_loss: 0.0311784 | Time: 1507.68 ms
[2021-12-01 21:55:21 main:574] : INFO : Epoch 1654 | loss: 0.031132 | val_loss: 0.031179 | Time: 1886.33 ms
[2021-12-01 21:55:22 main:574] : INFO : Epoch 1655 | loss: 0.0311342 | val_loss: 0.0311762 | Time: 1835.18 ms
[2021-12-01 21:55:24 main:574] : INFO : Epoch 1656 | loss: 0.0311336 | val_loss: 0.031177 | Time: 1832.22 ms
[2021-12-01 21:55:26 main:574] : INFO : Epoch 1657 | loss: 0.0311327 | val_loss: 0.0311744 | Time: 1854.01 ms
[2021-12-01 21:55:28 main:574] : INFO : Epoch 1658 | loss: 0.0311323 | val_loss: 0.0311772 | Time: 1401.72 ms
[2021-12-01 21:55:29 main:574] : INFO : Epoch 1659 | loss: 0.0311389 | val_loss: 0.0311746 | Time: 1700.32 ms
[2021-12-01 21:55:31 main:574] : INFO : Epoch 1660 | loss: 0.0311381 | val_loss: 0.031176 | Time: 1948.27 ms
[2021-12-01 21:55:33 main:574] : INFO : Epoch 1661 | loss: 0.0311391 | val_loss: 0.0311762 | Time: 1832.77 ms
[2021-12-01 21:55:35 main:574] : INFO : Epoch 1662 | loss: 0.0311394 | val_loss: 0.0311732 | Time: 1839.98 ms
[2021-12-01 21:55:37 main:574] : INFO : Epoch 1663 | loss: 0.0311396 | val_loss: 0.0311727 | Time: 1881.19 ms
[2021-12-01 21:55:38 main:574] : INFO : Epoch 1664 | loss: 0.0311364 | val_loss: 0.0311755 | Time: 1658.77 ms
[2021-12-01 21:55:40 main:574] : INFO : Epoch 1665 | loss: 0.0311354 | val_loss: 0.0311733 | Time: 1857.91 ms
[2021-12-01 21:55:42 main:574] : INFO : Epoch 1666 | loss: 0.0311354 | val_loss: 0.0311778 | Time: 1804.34 ms
[2021-12-01 21:55:44 main:574] : INFO : Epoch 1667 | loss: 0.0311372 | val_loss: 0.031174 | Time: 1818.44 ms
[2021-12-01 21:55:46 main:574] : INFO : Epoch 1668 | loss: 0.0311385 | val_loss: 0.0311709 | Time: 1887.44 ms
[2021-12-01 21:55:47 main:574] : INFO : Epoch 1669 | loss: 0.0311356 | val_loss: 0.0311852 | Time: 1540.07 ms
[2021-12-01 21:55:49 main:574] : INFO : Epoch 1670 | loss: 0.0311343 | val_loss: 0.0311766 | Time: 1537.77 ms
[2021-12-01 21:55:51 main:574] : INFO : Epoch 1671 | loss: 0.0311351 | val_loss: 0.031171 | Time: 1897.85 ms
[2021-12-01 21:55:53 main:574] : INFO : Epoch 1672 | loss: 0.0311332 | val_loss: 0.0311712 | Time: 1916.15 ms
[2021-12-01 21:55:55 main:574] : INFO : Epoch 1673 | loss: 0.0311319 | val_loss: 0.0311711 | Time: 1866.75 ms
[2021-12-01 21:55:57 main:574] : INFO : Epoch 1674 | loss: 0.0311345 | val_loss: 0.0311737 | Time: 1953.21 ms
[2021-12-01 21:55:58 main:574] : INFO : Epoch 1675 | loss: 0.0311311 | val_loss: 0.0311733 | Time: 1259.59 ms
[2021-12-01 21:56:00 main:574] : INFO : Epoch 1676 | loss: 0.0311322 | val_loss: 0.0311766 | Time: 1863.33 ms
[2021-12-01 21:56:02 main:574] : INFO : Epoch 1677 | loss: 0.0311329 | val_loss: 0.03118 | Time: 1871.45 ms
[2021-12-01 21:56:03 main:574] : INFO : Epoch 1678 | loss: 0.0311322 | val_loss: 0.0311798 | Time: 1753.13 ms
[2021-12-01 21:56:05 main:574] : INFO : Epoch 1679 | loss: 0.0311341 | val_loss: 0.0311827 | Time: 1845.97 ms
[2021-12-01 21:56:07 main:574] : INFO : Epoch 1680 | loss: 0.031136 | val_loss: 0.031186 | Time: 1783.69 ms
[2021-12-01 21:56:08 main:574] : INFO : Epoch 1681 | loss: 0.0311392 | val_loss: 0.0311768 | Time: 1272.43 ms
[2021-12-01 21:56:10 main:574] : INFO : Epoch 1682 | loss: 0.0311389 | val_loss: 0.0311762 | Time: 1808.29 ms
[2021-12-01 21:56:12 main:574] : INFO : Epoch 1683 | loss: 0.031142 | val_loss: 0.0311765 | Time: 1803.1 ms
[2021-12-01 21:56:14 main:574] : INFO : Epoch 1684 | loss: 0.0311415 | val_loss: 0.0311725 | Time: 1806.74 ms
[2021-12-01 21:56:16 main:574] : INFO : Epoch 1685 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 1882.28 ms
[2021-12-01 21:56:17 main:574] : INFO : Epoch 1686 | loss: 0.031143 | val_loss: 0.0311722 | Time: 1626.08 ms
[2021-12-01 21:56:19 main:574] : INFO : Epoch 1687 | loss: 0.0311395 | val_loss: 0.0311769 | Time: 1336.9 ms
[2021-12-01 21:56:20 main:574] : INFO : Epoch 1688 | loss: 0.0311382 | val_loss: 0.0311743 | Time: 1928.33 ms
[2021-12-01 21:56:22 main:574] : INFO : Epoch 1689 | loss: 0.0311365 | val_loss: 0.0311775 | Time: 1889.57 ms
[2021-12-01 21:56:24 main:574] : INFO : Epoch 1690 | loss: 0.0311359 | val_loss: 0.0311727 | Time: 1805.34 ms
[2021-12-01 21:56:26 main:574] : INFO : Epoch 1691 | loss: 0.0311368 | val_loss: 0.031172 | Time: 1819.29 ms
[2021-12-01 21:56:27 main:574] : INFO : Epoch 1692 | loss: 0.0311371 | val_loss: 0.0311721 | Time: 1451.55 ms
[2021-12-01 21:56:29 main:574] : INFO : Epoch 1693 | loss: 0.0311385 | val_loss: 0.0311778 | Time: 1487.1 ms
[2021-12-01 21:56:31 main:574] : INFO : Epoch 1694 | loss: 0.0311413 | val_loss: 0.0311778 | Time: 1820.12 ms
[2021-12-01 21:56:33 main:574] : INFO : Epoch 1695 | loss: 0.0311407 | val_loss: 0.0311714 | Time: 1965.75 ms
[2021-12-01 21:56:35 main:574] : INFO : Epoch 1696 | loss: 0.0311394 | val_loss: 0.0311785 | Time: 1809.35 ms
[2021-12-01 21:56:36 main:574] : INFO : Epoch 1697 | loss: 0.0311399 | val_loss: 0.0311801 | Time: 1878.59 ms
[2021-12-01 21:56:38 main:574] : INFO : Epoch 1698 | loss: 0.0311376 | val_loss: 0.0311782 | Time: 1366.96 ms
[2021-12-01 21:56:39 main:574] : INFO : Epoch 1699 | loss: 0.0311345 | val_loss: 0.0311722 | Time: 1613.78 ms
[2021-12-01 21:56:41 main:574] : INFO : Epoch 1700 | loss: 0.0311349 | val_loss: 0.0311863 | Time: 1840.68 ms
[2021-12-01 21:56:43 main:574] : INFO : Epoch 1701 | loss: 0.0311368 | val_loss: 0.03117 | Time: 1824.45 ms
[2021-12-01 21:56:45 main:574] : INFO : Epoch 1702 | loss: 0.0311329 | val_loss: 0.0311823 | Time: 1767 ms
[2021-12-01 21:56:47 main:574] : INFO : Epoch 1703 | loss: 0.0311324 | val_loss: 0.0311734 | Time: 1815.57 ms
[2021-12-01 21:56:48 main:574] : INFO : Epoch 1704 | loss: 0.0311341 | val_loss: 0.0311731 | Time: 1248.84 ms
[2021-12-01 21:56:50 main:574] : INFO : Epoch 1705 | loss: 0.0311326 | val_loss: 0.0311738 | Time: 1705.16 ms
[2021-12-01 21:56:51 main:574] : INFO : Epoch 1706 | loss: 0.0311327 | val_loss: 0.0311799 | Time: 1810.57 ms
[2021-12-01 21:56:53 main:574] : INFO : Epoch 1707 | loss: 0.0311329 | val_loss: 0.0311712 | Time: 1870.49 ms
[2021-12-01 21:56:56 main:574] : INFO : Epoch 1708 | loss: 0.0311337 | val_loss: 0.0311696 | Time: 2203.34 ms
[2021-12-01 21:56:57 main:574] : INFO : Epoch 1709 | loss: 0.0311356 | val_loss: 0.0311715 | Time: 1680.42 ms
[2021-12-01 21:56:59 main:574] : INFO : Epoch 1710 | loss: 0.0311363 | val_loss: 0.0311741 | Time: 1313.73 ms
[2021-12-01 21:57:00 main:574] : INFO : Epoch 1711 | loss: 0.0311367 | val_loss: 0.031169 | Time: 1958.52 ms
[2021-12-01 21:57:02 main:574] : INFO : Epoch 1712 | loss: 0.031138 | val_loss: 0.0311786 | Time: 1923.86 ms
[2021-12-01 21:57:04 main:574] : INFO : Epoch 1713 | loss: 0.0311357 | val_loss: 0.0311789 | Time: 1880.16 ms
[2021-12-01 21:57:06 main:574] : INFO : Epoch 1714 | loss: 0.0311348 | val_loss: 0.0311769 | Time: 2031.84 ms
[2021-12-01 21:57:08 main:574] : INFO : Epoch 1715 | loss: 0.0311318 | val_loss: 0.0311776 | Time: 1419.92 ms
[2021-12-01 21:57:09 main:574] : INFO : Epoch 1716 | loss: 0.0311394 | val_loss: 0.0311767 | Time: 1675.47 ms
[2021-12-01 21:57:11 main:574] : INFO : Epoch 1717 | loss: 0.0311483 | val_loss: 0.0311767 | Time: 1921.85 ms
[2021-12-01 21:57:13 main:574] : INFO : Epoch 1718 | loss: 0.031154 | val_loss: 0.0311707 | Time: 1852.6 ms
[2021-12-01 21:57:15 main:574] : INFO : Epoch 1719 | loss: 0.0311475 | val_loss: 0.0311746 | Time: 1942.69 ms
[2021-12-01 21:57:17 main:574] : INFO : Epoch 1720 | loss: 0.0311459 | val_loss: 0.0311742 | Time: 1908.55 ms
[2021-12-01 21:57:18 main:574] : INFO : Epoch 1721 | loss: 0.0311496 | val_loss: 0.031168 | Time: 1221.7 ms
[2021-12-01 21:57:20 main:574] : INFO : Epoch 1722 | loss: 0.0311452 | val_loss: 0.0311678 | Time: 1908.21 ms
[2021-12-01 21:57:22 main:574] : INFO : Epoch 1723 | loss: 0.0311446 | val_loss: 0.0311676 | Time: 1886.05 ms
[2021-12-01 21:57:24 main:574] : INFO : Epoch 1724 | loss: 0.0311431 | val_loss: 0.0311699 | Time: 1901.74 ms
[2021-12-01 21:57:26 main:574] : INFO : Epoch 1725 | loss: 0.0311445 | val_loss: 0.0311706 | Time: 1900.28 ms
[2021-12-01 21:57:28 main:574] : INFO : Epoch 1726 | loss: 0.0311589 | val_loss: 0.0311776 | Time: 1584.25 ms
[2021-12-01 21:57:29 main:574] : INFO : Epoch 1727 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 1459.8 ms
[2021-12-01 21:57:31 main:574] : INFO : Epoch 1728 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 1841.17 ms
[2021-12-01 21:57:33 main:574] : INFO : Epoch 1729 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1786.99 ms
[2021-12-01 21:57:35 main:574] : INFO : Epoch 1730 | loss: 0.0311811 | val_loss: 0.0311834 | Time: 1981.36 ms
[2021-12-01 21:57:36 main:574] : INFO : Epoch 1731 | loss: 0.031185 | val_loss: 0.0311843 | Time: 1862.55 ms
[2021-12-01 21:57:38 main:574] : INFO : Epoch 1732 | loss: 0.031185 | val_loss: 0.031183 | Time: 1391.84 ms
[2021-12-01 21:57:40 main:574] : INFO : Epoch 1733 | loss: 0.0311826 | val_loss: 0.0311808 | Time: 1668.38 ms
[2021-12-01 21:57:41 main:574] : INFO : Epoch 1734 | loss: 0.0311817 | val_loss: 0.0311809 | Time: 1940.53 ms
[2021-12-01 21:57:43 main:574] : INFO : Epoch 1735 | loss: 0.0311846 | val_loss: 0.0311955 | Time: 2013.05 ms
[2021-12-01 21:57:46 main:574] : INFO : Epoch 1736 | loss: 0.0311827 | val_loss: 0.0311827 | Time: 2015.56 ms
[2021-12-01 21:57:47 main:574] : INFO : Epoch 1737 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 1746.51 ms
[2021-12-01 21:57:49 main:574] : INFO : Epoch 1738 | loss: 0.0311789 | val_loss: 0.0311784 | Time: 1277.22 ms
[2021-12-01 21:57:50 main:574] : INFO : Epoch 1739 | loss: 0.0311765 | val_loss: 0.031176 | Time: 1875.88 ms
[2021-12-01 21:57:52 main:574] : INFO : Epoch 1740 | loss: 0.0311749 | val_loss: 0.0311772 | Time: 1831.15 ms
[2021-12-01 21:57:54 main:574] : INFO : Epoch 1741 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 1863.94 ms
[2021-12-01 21:57:56 main:574] : INFO : Epoch 1742 | loss: 0.0311733 | val_loss: 0.0311727 | Time: 1973 ms
[2021-12-01 21:57:58 main:574] : INFO : Epoch 1743 | loss: 0.0311722 | val_loss: 0.0311729 | Time: 1619.26 ms
[2021-12-01 21:57:59 main:574] : INFO : Epoch 1744 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 1630.82 ms
[2021-12-01 21:58:01 main:574] : INFO : Epoch 1745 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 1920.7 ms
[2021-12-01 21:58:03 main:574] : INFO : Epoch 1746 | loss: 0.0311736 | val_loss: 0.0311792 | Time: 1771.78 ms
[2021-12-01 21:58:05 main:574] : INFO : Epoch 1747 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 1774.18 ms
[2021-12-01 21:58:07 main:574] : INFO : Epoch 1748 | loss: 0.0311726 | val_loss: 0.0311791 | Time: 1868.7 ms
[2021-12-01 21:58:08 main:574] : INFO : Epoch 1749 | loss: 0.0311752 | val_loss: 0.0311723 | Time: 1299.21 ms
[2021-12-01 21:58:10 main:574] : INFO : Epoch 1750 | loss: 0.0311725 | val_loss: 0.0311725 | Time: 1610.32 ms
[2021-12-01 21:58:11 main:574] : INFO : Epoch 1751 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 1785.09 ms
[2021-12-01 21:58:13 main:574] : INFO : Epoch 1752 | loss: 0.0311703 | val_loss: 0.0311737 | Time: 1724.77 ms
[2021-12-01 21:58:15 main:574] : INFO : Epoch 1753 | loss: 0.0311708 | val_loss: 0.0311729 | Time: 1708.42 ms
[2021-12-01 21:58:17 main:574] : INFO : Epoch 1754 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1711.56 ms
[2021-12-01 21:58:18 main:574] : INFO : Epoch 1755 | loss: 0.0311712 | val_loss: 0.0311788 | Time: 1320.79 ms
[2021-12-01 21:58:19 main:574] : INFO : Epoch 1756 | loss: 0.0311725 | val_loss: 0.0311722 | Time: 1522.71 ms
[2021-12-01 21:58:21 main:574] : INFO : Epoch 1757 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1730.81 ms
[2021-12-01 21:58:23 main:574] : INFO : Epoch 1758 | loss: 0.0311759 | val_loss: 0.0311748 | Time: 1779.88 ms
[2021-12-01 21:58:25 main:574] : INFO : Epoch 1759 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 1749.58 ms
[2021-12-01 21:58:26 main:574] : INFO : Epoch 1760 | loss: 0.0311764 | val_loss: 0.0311818 | Time: 1805.94 ms
[2021-12-01 21:58:28 main:574] : INFO : Epoch 1761 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 1388.15 ms
[2021-12-01 21:58:29 main:574] : INFO : Epoch 1762 | loss: 0.0311876 | val_loss: 0.0311848 | Time: 1482.66 ms
[2021-12-01 21:58:31 main:574] : INFO : Epoch 1763 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 1780.84 ms
[2021-12-01 21:58:33 main:574] : INFO : Epoch 1764 | loss: 0.0311831 | val_loss: 0.0311843 | Time: 1726.82 ms
[2021-12-01 21:58:35 main:574] : INFO : Epoch 1765 | loss: 0.0311823 | val_loss: 0.0311844 | Time: 1700.63 ms
[2021-12-01 21:58:36 main:574] : INFO : Epoch 1766 | loss: 0.0311813 | val_loss: 0.0311834 | Time: 1799.23 ms
[2021-12-01 21:58:38 main:574] : INFO : Epoch 1767 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 1418.34 ms
[2021-12-01 21:58:39 main:574] : INFO : Epoch 1768 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 1446.63 ms
[2021-12-01 21:58:41 main:574] : INFO : Epoch 1769 | loss: 0.0311825 | val_loss: 0.0311843 | Time: 1789.71 ms
[2021-12-01 21:58:43 main:574] : INFO : Epoch 1770 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 1676.8 ms
[2021-12-01 21:58:44 main:574] : INFO : Epoch 1771 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 1708.54 ms
[2021-12-01 21:58:46 main:574] : INFO : Epoch 1772 | loss: 0.0311807 | val_loss: 0.0311844 | Time: 1765.34 ms
[2021-12-01 21:58:48 main:574] : INFO : Epoch 1773 | loss: 0.0311798 | val_loss: 0.0311912 | Time: 1480.23 ms
[2021-12-01 21:58:49 main:574] : INFO : Epoch 1774 | loss: 0.0311799 | val_loss: 0.0311844 | Time: 1342.84 ms
[2021-12-01 21:58:51 main:574] : INFO : Epoch 1775 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 1729.13 ms
[2021-12-01 21:58:52 main:574] : INFO : Epoch 1776 | loss: 0.0311811 | val_loss: 0.0311943 | Time: 1703.03 ms
[2021-12-01 21:58:54 main:574] : INFO : Epoch 1777 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1690.13 ms
[2021-12-01 21:58:56 main:574] : INFO : Epoch 1778 | loss: 0.031179 | val_loss: 0.031185 | Time: 1756.53 ms
[2021-12-01 21:58:58 main:574] : INFO : Epoch 1779 | loss: 0.0311797 | val_loss: 0.0311856 | Time: 1605.48 ms
[2021-12-01 21:58:59 main:574] : INFO : Epoch 1780 | loss: 0.0311798 | val_loss: 0.0311892 | Time: 1313.37 ms
[2021-12-01 21:59:01 main:574] : INFO : Epoch 1781 | loss: 0.031185 | val_loss: 0.0311836 | Time: 1727.1 ms
[2021-12-01 21:59:02 main:574] : INFO : Epoch 1782 | loss: 0.0311787 | val_loss: 0.0311842 | Time: 1682.87 ms
[2021-12-01 21:59:04 main:574] : INFO : Epoch 1783 | loss: 0.0311775 | val_loss: 0.0311812 | Time: 1692.7 ms
[2021-12-01 21:59:06 main:574] : INFO : Epoch 1784 | loss: 0.0311768 | val_loss: 0.0311848 | Time: 1804.23 ms
[2021-12-01 21:59:07 main:574] : INFO : Epoch 1785 | loss: 0.0311776 | val_loss: 0.0311845 | Time: 1659.58 ms
[2021-12-01 21:59:09 main:574] : INFO : Epoch 1786 | loss: 0.0311759 | val_loss: 0.0311851 | Time: 1207.4 ms
[2021-12-01 21:59:10 main:574] : INFO : Epoch 1787 | loss: 0.0311775 | val_loss: 0.0311851 | Time: 1800.37 ms
[2021-12-01 21:59:12 main:574] : INFO : Epoch 1788 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 1665.92 ms
[2021-12-01 21:59:14 main:574] : INFO : Epoch 1789 | loss: 0.0311774 | val_loss: 0.0311861 | Time: 1735.26 ms
[2021-12-01 21:59:16 main:574] : INFO : Epoch 1790 | loss: 0.0311763 | val_loss: 0.0311828 | Time: 1766.59 ms
[2021-12-01 21:59:17 main:574] : INFO : Epoch 1791 | loss: 0.0311758 | val_loss: 0.0311866 | Time: 1708.91 ms
[2021-12-01 21:59:19 main:574] : INFO : Epoch 1792 | loss: 0.0311755 | val_loss: 0.0311885 | Time: 1173.18 ms
[2021-12-01 21:59:20 main:574] : INFO : Epoch 1793 | loss: 0.0311771 | val_loss: 0.0311825 | Time: 1801.73 ms
[2021-12-01 21:59:22 main:574] : INFO : Epoch 1794 | loss: 0.0311761 | val_loss: 0.0311821 | Time: 1769.46 ms
[2021-12-01 21:59:24 main:574] : INFO : Epoch 1795 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 1787.57 ms
[2021-12-01 21:59:26 main:574] : INFO : Epoch 1796 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 1998.67 ms
[2021-12-01 21:59:28 main:574] : INFO : Epoch 1797 | loss: 0.031176 | val_loss: 0.0311828 | Time: 1699.28 ms
[2021-12-01 21:59:29 main:574] : INFO : Epoch 1798 | loss: 0.0311736 | val_loss: 0.0311809 | Time: 1339.89 ms
[2021-12-01 21:59:31 main:574] : INFO : Epoch 1799 | loss: 0.0311761 | val_loss: 0.0311926 | Time: 1854.47 ms
[2021-12-01 21:59:33 main:574] : INFO : Epoch 1800 | loss: 0.0311793 | val_loss: 0.031182 | Time: 1782.17 ms
[2021-12-01 21:59:34 main:574] : INFO : Epoch 1801 | loss: 0.0311755 | val_loss: 0.0311832 | Time: 1854.76 ms
[2021-12-01 21:59:36 main:574] : INFO : Epoch 1802 | loss: 0.031175 | val_loss: 0.0311833 | Time: 1811.02 ms
[2021-12-01 21:59:38 main:574] : INFO : Epoch 1803 | loss: 0.0311749 | val_loss: 0.0311841 | Time: 1506 ms
[2021-12-01 21:59:39 main:574] : INFO : Epoch 1804 | loss: 0.0311736 | val_loss: 0.0311844 | Time: 1338.22 ms
[2021-12-01 21:59:41 main:574] : INFO : Epoch 1805 | loss: 0.0311751 | val_loss: 0.0311833 | Time: 1810.95 ms
[2021-12-01 21:59:43 main:574] : INFO : Epoch 1806 | loss: 0.0311768 | val_loss: 0.0311878 | Time: 1714.9 ms
[2021-12-01 21:59:44 main:574] : INFO : Epoch 1807 | loss: 0.0311744 | val_loss: 0.031181 | Time: 1706.56 ms
[2021-12-01 21:59:46 main:574] : INFO : Epoch 1808 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 1817.07 ms
[2021-12-01 21:59:48 main:574] : INFO : Epoch 1809 | loss: 0.0311722 | val_loss: 0.0311822 | Time: 1527.02 ms
[2021-12-01 21:59:49 main:574] : INFO : Epoch 1810 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1297.97 ms
[2021-12-01 21:59:51 main:574] : INFO : Epoch 1811 | loss: 0.031177 | val_loss: 0.0311889 | Time: 1894.79 ms
[2021-12-01 21:59:53 main:574] : INFO : Epoch 1812 | loss: 0.0311748 | val_loss: 0.0311859 | Time: 1787.45 ms
[2021-12-01 21:59:55 main:574] : INFO : Epoch 1813 | loss: 0.0311747 | val_loss: 0.0311896 | Time: 1803.23 ms
[2021-12-01 21:59:56 main:574] : INFO : Epoch 1814 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 1902.58 ms
[2021-12-01 21:59:58 main:574] : INFO : Epoch 1815 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 1533.97 ms
[2021-12-01 21:59:59 main:574] : INFO : Epoch 1816 | loss: 0.0311741 | val_loss: 0.0311823 | Time: 1479.33 ms
[2021-12-01 22:00:01 main:574] : INFO : Epoch 1817 | loss: 0.0311726 | val_loss: 0.0311805 | Time: 1777.12 ms
[2021-12-01 22:00:03 main:574] : INFO : Epoch 1818 | loss: 0.0311719 | val_loss: 0.031182 | Time: 1712.56 ms
[2021-12-01 22:00:05 main:574] : INFO : Epoch 1819 | loss: 0.0311711 | val_loss: 0.0311861 | Time: 1861 ms
[2021-12-01 22:00:07 main:574] : INFO : Epoch 1820 | loss: 0.0311718 | val_loss: 0.0311803 | Time: 1774.75 ms
[2021-12-01 22:00:08 main:574] : INFO : Epoch 1821 | loss: 0.0311746 | val_loss: 0.031184 | Time: 1443.9 ms
[2021-12-01 22:00:10 main:574] : INFO : Epoch 1822 | loss: 0.0311775 | val_loss: 0.0311861 | Time: 1471.68 ms
[2021-12-01 22:00:11 main:574] : INFO : Epoch 1823 | loss: 0.0311768 | val_loss: 0.0311858 | Time: 1786.39 ms
[2021-12-01 22:00:13 main:574] : INFO : Epoch 1824 | loss: 0.0311768 | val_loss: 0.0311843 | Time: 1761.21 ms
[2021-12-01 22:00:15 main:574] : INFO : Epoch 1825 | loss: 0.031179 | val_loss: 0.0311882 | Time: 1726.38 ms
[2021-12-01 22:00:17 main:574] : INFO : Epoch 1826 | loss: 0.0311776 | val_loss: 0.0311849 | Time: 1762.29 ms
[2021-12-01 22:00:18 main:574] : INFO : Epoch 1827 | loss: 0.0311757 | val_loss: 0.031184 | Time: 1460.66 ms
[2021-12-01 22:00:19 main:574] : INFO : Epoch 1828 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 1446.18 ms
[2021-12-01 22:00:21 main:574] : INFO : Epoch 1829 | loss: 0.0311884 | val_loss: 0.0311888 | Time: 1802.09 ms
[2021-12-01 22:00:23 main:574] : INFO : Epoch 1830 | loss: 0.031182 | val_loss: 0.0311891 | Time: 1717.46 ms
[2021-12-01 22:00:25 main:574] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311845 | Time: 1745.17 ms
[2021-12-01 22:00:27 main:574] : INFO : Epoch 1832 | loss: 0.0311746 | val_loss: 0.0311842 | Time: 1779.58 ms
[2021-12-01 22:00:28 main:574] : INFO : Epoch 1833 | loss: 0.0311772 | val_loss: 0.0311831 | Time: 1475.03 ms
[2021-12-01 22:00:29 main:574] : INFO : Epoch 1834 | loss: 0.031176 | val_loss: 0.0311837 | Time: 1429.18 ms
[2021-12-01 22:00:31 main:574] : INFO : Epoch 1835 | loss: 0.031175 | val_loss: 0.0311845 | Time: 1748.49 ms
[2021-12-01 22:00:33 main:574] : INFO : Epoch 1836 | loss: 0.031177 | val_loss: 0.0311888 | Time: 1725.73 ms
[2021-12-01 22:00:35 main:574] : INFO : Epoch 1837 | loss: 0.0311741 | val_loss: 0.031188 | Time: 1711.5 ms
[2021-12-01 22:00:36 main:574] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311825 | Time: 1789.09 ms
[2021-12-01 22:00:38 main:574] : INFO : Epoch 1839 | loss: 0.0311749 | val_loss: 0.031185 | Time: 1509.19 ms
[2021-12-01 22:00:39 main:574] : INFO : Epoch 1840 | loss: 0.0311743 | val_loss: 0.031184 | Time: 1377.67 ms
[2021-12-01 22:00:41 main:574] : INFO : Epoch 1841 | loss: 0.0311732 | val_loss: 0.0311838 | Time: 1765.08 ms
[2021-12-01 22:00:43 main:574] : INFO : Epoch 1842 | loss: 0.0311739 | val_loss: 0.0311826 | Time: 1769.61 ms
[2021-12-01 22:00:45 main:574] : INFO : Epoch 1843 | loss: 0.0311735 | val_loss: 0.0311838 | Time: 1763.76 ms
[2021-12-01 22:00:46 main:574] : INFO : Epoch 1844 | loss: 0.0311755 | val_loss: 0.0311863 | Time: 1780.72 ms
[2021-12-01 22:00:48 main:574] : INFO : Epoch 1845 | loss: 0.0311722 | val_loss: 0.0311858 | Time: 1551.56 ms
[2021-12-01 22:00:49 main:574] : INFO : Epoch 1846 | loss: 0.0311723 | val_loss: 0.0311822 | Time: 1363.25 ms
[2021-12-01 22:00:51 main:574] : INFO : Epoch 1847 | loss: 0.0311744 | val_loss: 0.0311837 | Time: 1754.89 ms
[2021-12-01 22:00:53 main:574] : INFO : Epoch 1848 | loss: 0.031177 | val_loss: 0.0311844 | Time: 1706.14 ms
[2021-12-01 22:00:55 main:574] : INFO : Epoch 1849 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 1713.52 ms
[2021-12-01 22:00:56 main:574] : INFO : Epoch 1850 | loss: 0.0311731 | val_loss: 0.0311856 | Time: 1817.15 ms
[2021-12-01 22:00:58 main:574] : INFO : Epoch 1851 | loss: 0.0311722 | val_loss: 0.0311838 | Time: 1561.41 ms
[2021-12-01 22:00:59 main:574] : INFO : Epoch 1852 | loss: 0.0311715 | val_loss: 0.0311831 | Time: 1313.05 ms
[2021-12-01 22:01:01 main:574] : INFO : Epoch 1853 | loss: 0.0311715 | val_loss: 0.031184 | Time: 1811.5 ms
[2021-12-01 22:01:03 main:574] : INFO : Epoch 1854 | loss: 0.0311709 | val_loss: 0.0311827 | Time: 1737.45 ms
[2021-12-01 22:01:05 main:574] : INFO : Epoch 1855 | loss: 0.0311734 | val_loss: 0.0311839 | Time: 1767 ms
[2021-12-01 22:01:06 main:574] : INFO : Epoch 1856 | loss: 0.0311767 | val_loss: 0.0311834 | Time: 1752.67 ms
[2021-12-01 22:01:08 main:574] : INFO : Epoch 1857 | loss: 0.0311704 | val_loss: 0.0311826 | Time: 1562.54 ms
[2021-12-01 22:01:09 main:574] : INFO : Epoch 1858 | loss: 0.0311711 | val_loss: 0.0311909 | Time: 1301.19 ms
[2021-12-01 22:01:11 main:574] : INFO : Epoch 1859 | loss: 0.0311736 | val_loss: 0.0311831 | Time: 1761.11 ms
[2021-12-01 22:01:13 main:574] : INFO : Epoch 1860 | loss: 0.0311725 | val_loss: 0.0311806 | Time: 1726.12 ms
[2021-12-01 22:01:14 main:574] : INFO : Epoch 1861 | loss: 0.031173 | val_loss: 0.0311806 | Time: 1791.35 ms
[2021-12-01 22:01:16 main:574] : INFO : Epoch 1862 | loss: 0.0311722 | val_loss: 0.0311831 | Time: 1690.76 ms
[2021-12-01 22:01:18 main:574] : INFO : Epoch 1863 | loss: 0.0311721 | val_loss: 0.0311851 | Time: 1665.39 ms
[2021-12-01 22:01:19 main:574] : INFO : Epoch 1864 | loss: 0.0311728 | val_loss: 0.0311813 | Time: 1275.6 ms
[2021-12-01 22:01:21 main:574] : INFO : Epoch 1865 | loss: 0.0311719 | val_loss: 0.0311843 | Time: 1820.67 ms
[2021-12-01 22:01:23 main:574] : INFO : Epoch 1866 | loss: 0.0311717 | val_loss: 0.0311818 | Time: 1785.76 ms
[2021-12-01 22:01:25 main:574] : INFO : Epoch 1867 | loss: 0.0311709 | val_loss: 0.031187 | Time: 1770.3 ms
[2021-12-01 22:01:26 main:574] : INFO : Epoch 1868 | loss: 0.0311716 | val_loss: 0.0311829 | Time: 1814.15 ms
[2021-12-01 22:01:28 main:574] : INFO : Epoch 1869 | loss: 0.0311715 | val_loss: 0.031182 | Time: 1652.01 ms
[2021-12-01 22:01:29 main:574] : INFO : Epoch 1870 | loss: 0.0311699 | val_loss: 0.0311835 | Time: 1372.78 ms
[2021-12-01 22:01:31 main:574] : INFO : Epoch 1871 | loss: 0.0311701 | val_loss: 0.0311836 | Time: 1879.48 ms
[2021-12-01 22:01:33 main:574] : INFO : Epoch 1872 | loss: 0.0311695 | val_loss: 0.031184 | Time: 1771.5 ms
[2021-12-01 22:01:35 main:574] : INFO : Epoch 1873 | loss: 0.031172 | val_loss: 0.0311828 | Time: 1731.27 ms
[2021-12-01 22:01:37 main:574] : INFO : Epoch 1874 | loss: 0.031172 | val_loss: 0.0311893 | Time: 1813.42 ms
[2021-12-01 22:01:38 main:574] : INFO : Epoch 1875 | loss: 0.031172 | val_loss: 0.0311859 | Time: 1551.84 ms
[2021-12-01 22:01:40 main:574] : INFO : Epoch 1876 | loss: 0.0311723 | val_loss: 0.0311854 | Time: 1399.35 ms
[2021-12-01 22:01:41 main:574] : INFO : Epoch 1877 | loss: 0.0311722 | val_loss: 0.0311886 | Time: 1814.01 ms
[2021-12-01 22:01:43 main:574] : INFO : Epoch 1878 | loss: 0.0311733 | val_loss: 0.0311859 | Time: 1740.86 ms
[2021-12-01 22:01:45 main:574] : INFO : Epoch 1879 | loss: 0.0311704 | val_loss: 0.0311833 | Time: 1761.96 ms
[2021-12-01 22:01:47 main:574] : INFO : Epoch 1880 | loss: 0.0311717 | val_loss: 0.0311891 | Time: 1815.47 ms
[2021-12-01 22:01:48 main:574] : INFO : Epoch 1881 | loss: 0.0311797 | val_loss: 0.0311917 | Time: 1511.19 ms
[2021-12-01 22:01:50 main:574] : INFO : Epoch 1882 | loss: 0.0311748 | val_loss: 0.0311832 | Time: 1511.2 ms
[2021-12-01 22:01:52 main:574] : INFO : Epoch 1883 | loss: 0.0311728 | val_loss: 0.0311855 | Time: 1793.19 ms
[2021-12-01 22:01:53 main:574] : INFO : Epoch 1884 | loss: 0.0311723 | val_loss: 0.0311833 | Time: 1944.25 ms
[2021-12-01 22:01:55 main:574] : INFO : Epoch 1885 | loss: 0.0311741 | val_loss: 0.031185 | Time: 1852.34 ms
[2021-12-01 22:01:57 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311827 | Time: 1793.67 ms
[2021-12-01 22:01:58 main:574] : INFO : Epoch 1887 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 1366.75 ms
[2021-12-01 22:02:00 main:574] : INFO : Epoch 1888 | loss: 0.0311707 | val_loss: 0.0311825 | Time: 1625.95 ms
[2021-12-01 22:02:02 main:574] : INFO : Epoch 1889 | loss: 0.0311732 | val_loss: 0.0311839 | Time: 1780.31 ms
[2021-12-01 22:02:04 main:574] : INFO : Epoch 1890 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 1839.98 ms
[2021-12-01 22:02:06 main:574] : INFO : Epoch 1891 | loss: 0.0311725 | val_loss: 0.031187 | Time: 1894.38 ms
[2021-12-01 22:02:07 main:574] : INFO : Epoch 1892 | loss: 0.031171 | val_loss: 0.0311792 | Time: 1817.82 ms
[2021-12-01 22:02:09 main:574] : INFO : Epoch 1893 | loss: 0.0311712 | val_loss: 0.0311828 | Time: 1249.01 ms
[2021-12-01 22:02:10 main:574] : INFO : Epoch 1894 | loss: 0.0311719 | val_loss: 0.031183 | Time: 1762.92 ms
[2021-12-01 22:02:12 main:574] : INFO : Epoch 1895 | loss: 0.0311719 | val_loss: 0.0311793 | Time: 1834.39 ms
[2021-12-01 22:02:14 main:574] : INFO : Epoch 1896 | loss: 0.0311718 | val_loss: 0.0311801 | Time: 1737.68 ms
[2021-12-01 22:02:16 main:574] : INFO : Epoch 1897 | loss: 0.0311728 | val_loss: 0.0311827 | Time: 1853.89 ms
[2021-12-01 22:02:18 main:574] : INFO : Epoch 1898 | loss: 0.031175 | val_loss: 0.0311843 | Time: 1759.44 ms
[2021-12-01 22:02:19 main:574] : INFO : Epoch 1899 | loss: 0.0311774 | val_loss: 0.0311824 | Time: 1213.64 ms
[2021-12-01 22:02:21 main:574] : INFO : Epoch 1900 | loss: 0.0311762 | val_loss: 0.0311819 | Time: 1818.3 ms
[2021-12-01 22:02:22 main:574] : INFO : Epoch 1901 | loss: 0.0311769 | val_loss: 0.031183 | Time: 1672.84 ms
[2021-12-01 22:02:24 main:574] : INFO : Epoch 1902 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 1726.11 ms
[2021-12-01 22:02:26 main:574] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.031182 | Time: 1792.68 ms
[2021-12-01 22:02:28 main:574] : INFO : Epoch 1904 | loss: 0.0311732 | val_loss: 0.0311842 | Time: 1764.22 ms
[2021-12-01 22:02:29 main:574] : INFO : Epoch 1905 | loss: 0.0311731 | val_loss: 0.0311837 | Time: 1160.18 ms
[2021-12-01 22:02:31 main:574] : INFO : Epoch 1906 | loss: 0.0311714 | val_loss: 0.0311809 | Time: 1748.92 ms
[2021-12-01 22:02:32 main:574] : INFO : Epoch 1907 | loss: 0.031171 | val_loss: 0.0311804 | Time: 1764.08 ms
[2021-12-01 22:02:34 main:574] : INFO : Epoch 1908 | loss: 0.0311719 | val_loss: 0.0311884 | Time: 1702.47 ms
[2021-12-01 22:02:36 main:574] : INFO : Epoch 1909 | loss: 0.0311744 | val_loss: 0.0311805 | Time: 1752.49 ms
[2021-12-01 22:02:38 main:574] : INFO : Epoch 1910 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 1760.26 ms
[2021-12-01 22:02:39 main:574] : INFO : Epoch 1911 | loss: 0.0311772 | val_loss: 0.0311874 | Time: 1204.04 ms
[2021-12-01 22:02:41 main:574] : INFO : Epoch 1912 | loss: 0.0311716 | val_loss: 0.0311822 | Time: 1786.64 ms
[2021-12-01 22:02:42 main:574] : INFO : Epoch 1913 | loss: 0.0311712 | val_loss: 0.0311795 | Time: 1737.72 ms
[2021-12-01 22:02:44 main:574] : INFO : Epoch 1914 | loss: 0.0311717 | val_loss: 0.0311889 | Time: 1764.15 ms
[2021-12-01 22:02:46 main:574] : INFO : Epoch 1915 | loss: 0.0311738 | val_loss: 0.0311805 | Time: 1813.54 ms
[2021-12-01 22:02:48 main:574] : INFO : Epoch 1916 | loss: 0.0311748 | val_loss: 0.0311883 | Time: 1705.43 ms
[2021-12-01 22:02:49 main:574] : INFO : Epoch 1917 | loss: 0.0311726 | val_loss: 0.0311828 | Time: 1200.7 ms
[2021-12-01 22:02:51 main:574] : INFO : Epoch 1918 | loss: 0.0311722 | val_loss: 0.0311848 | Time: 1813.27 ms
[2021-12-01 22:02:52 main:574] : INFO : Epoch 1919 | loss: 0.03117 | val_loss: 0.0311786 | Time: 1685.36 ms
[2021-12-01 22:02:54 main:574] : INFO : Epoch 1920 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 1746.83 ms
[2021-12-01 22:02:56 main:574] : INFO : Epoch 1921 | loss: 0.0311696 | val_loss: 0.0311874 | Time: 1797.48 ms
[2021-12-01 22:02:58 main:574] : INFO : Epoch 1922 | loss: 0.0311702 | val_loss: 0.0311788 | Time: 1697.82 ms
[2021-12-01 22:02:59 main:574] : INFO : Epoch 1923 | loss: 0.0311687 | val_loss: 0.0311839 | Time: 1207.57 ms
[2021-12-01 22:03:01 main:574] : INFO : Epoch 1924 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 1734.01 ms
[2021-12-01 22:03:02 main:574] : INFO : Epoch 1925 | loss: 0.0311699 | val_loss: 0.0311809 | Time: 1712.21 ms
[2021-12-01 22:03:04 main:574] : INFO : Epoch 1926 | loss: 0.0311721 | val_loss: 0.0311837 | Time: 1737.01 ms
[2021-12-01 22:03:06 main:574] : INFO : Epoch 1927 | loss: 0.0311699 | val_loss: 0.031181 | Time: 1790.94 ms
[2021-12-01 22:03:08 main:574] : INFO : Epoch 1928 | loss: 0.0311699 | val_loss: 0.0311801 | Time: 1696.08 ms
[2021-12-01 22:03:09 main:574] : INFO : Epoch 1929 | loss: 0.0311683 | val_loss: 0.0311788 | Time: 1267.91 ms
[2021-12-01 22:03:10 main:574] : INFO : Epoch 1930 | loss: 0.0311687 | val_loss: 0.0311792 | Time: 1683.78 ms
[2021-12-01 22:03:12 main:574] : INFO : Epoch 1931 | loss: 0.0311705 | val_loss: 0.0311803 | Time: 1725.36 ms
[2021-12-01 22:03:14 main:574] : INFO : Epoch 1932 | loss: 0.031171 | val_loss: 0.0311815 | Time: 1724.75 ms
[2021-12-01 22:03:16 main:574] : INFO : Epoch 1933 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 1707.82 ms
[2021-12-01 22:03:17 main:574] : INFO : Epoch 1934 | loss: 0.0311696 | val_loss: 0.0311803 | Time: 1710.71 ms
[2021-12-01 22:03:19 main:574] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.0311815 | Time: 1333.81 ms
[2021-12-01 22:03:20 main:574] : INFO : Epoch 1936 | loss: 0.0311698 | val_loss: 0.031181 | Time: 1568.49 ms
[2021-12-01 22:03:22 main:574] : INFO : Epoch 1937 | loss: 0.0311691 | val_loss: 0.0311794 | Time: 1752.96 ms
[2021-12-01 22:03:24 main:574] : INFO : Epoch 1938 | loss: 0.03117 | val_loss: 0.0311793 | Time: 1813.1 ms
[2021-12-01 22:03:26 main:574] : INFO : Epoch 1939 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 1767.54 ms
[2021-12-01 22:03:27 main:574] : INFO : Epoch 1940 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 1718.18 ms
[2021-12-01 22:03:29 main:574] : INFO : Epoch 1941 | loss: 0.0311672 | val_loss: 0.0311823 | Time: 1346.3 ms
[2021-12-01 22:03:30 main:574] : INFO : Epoch 1942 | loss: 0.0311693 | val_loss: 0.0311838 | Time: 1518.47 ms
[2021-12-01 22:03:32 main:574] : INFO : Epoch 1943 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 1716.94 ms
[2021-12-01 22:03:34 main:574] : INFO : Epoch 1944 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 1670.14 ms
[2021-12-01 22:03:35 main:574] : INFO : Epoch 1945 | loss: 0.0311702 | val_loss: 0.031183 | Time: 1831.87 ms
[2021-12-01 22:03:37 main:574] : INFO : Epoch 1946 | loss: 0.0311697 | val_loss: 0.0311866 | Time: 1704.18 ms
[2021-12-01 22:03:39 main:574] : INFO : Epoch 1947 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 1432.68 ms
[2021-12-01 22:03:40 main:574] : INFO : Epoch 1948 | loss: 0.0311676 | val_loss: 0.0311798 | Time: 1438.97 ms
[2021-12-01 22:03:42 main:574] : INFO : Epoch 1949 | loss: 0.0311684 | val_loss: 0.0311782 | Time: 1743.25 ms
[2021-12-01 22:03:43 main:574] : INFO : Epoch 1950 | loss: 0.0311674 | val_loss: 0.0311787 | Time: 1727.15 ms
[2021-12-01 22:03:45 main:574] : INFO : Epoch 1951 | loss: 0.0311674 | val_loss: 0.0311794 | Time: 1742.15 ms
[2021-12-01 22:03:47 main:574] : INFO : Epoch 1952 | loss: 0.031168 | val_loss: 0.0311837 | Time: 1708.05 ms
[2021-12-01 22:03:48 main:574] : INFO : Epoch 1953 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 1503.51 ms
[2021-12-01 22:03:50 main:574] : INFO : Epoch 1954 | loss: 0.0311719 | val_loss: 0.0311821 | Time: 1343.41 ms
[2021-12-01 22:03:52 main:574] : INFO : Epoch 1955 | loss: 0.0311696 | val_loss: 0.0311791 | Time: 1824.2 ms
[2021-12-01 22:03:53 main:574] : INFO : Epoch 1956 | loss: 0.031168 | val_loss: 0.0311819 | Time: 1721.03 ms
[2021-12-01 22:03:55 main:574] : INFO : Epoch 1957 | loss: 0.0311678 | val_loss: 0.0311866 | Time: 1707.92 ms
[2021-12-01 22:03:57 main:574] : INFO : Epoch 1958 | loss: 0.0311688 | val_loss: 0.031179 | Time: 1755.37 ms
[2021-12-01 22:03:58 main:574] : INFO : Epoch 1959 | loss: 0.0311659 | val_loss: 0.0311817 | Time: 1577.53 ms
[2021-12-01 22:04:00 main:574] : INFO : Epoch 1960 | loss: 0.0311676 | val_loss: 0.0311833 | Time: 1368.16 ms
[2021-12-01 22:04:02 main:574] : INFO : Epoch 1961 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 1775.1 ms
[2021-12-01 22:04:03 main:574] : INFO : Epoch 1962 | loss: 0.0311697 | val_loss: 0.031184 | Time: 1848.77 ms
[2021-12-01 22:04:05 main:574] : INFO : Epoch 1963 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 1950.39 ms
[2021-12-01 22:04:07 main:574] : INFO : Epoch 1964 | loss: 0.0311652 | val_loss: 0.0311771 | Time: 1858.64 ms
[2021-12-01 22:04:09 main:574] : INFO : Epoch 1965 | loss: 0.0311656 | val_loss: 0.0311799 | Time: 1465.86 ms
[2021-12-01 22:04:10 main:574] : INFO : Epoch 1966 | loss: 0.0311685 | val_loss: 0.0311804 | Time: 1447.85 ms
[2021-12-01 22:04:12 main:574] : INFO : Epoch 1967 | loss: 0.0311667 | val_loss: 0.0311811 | Time: 1704.93 ms
[2021-12-01 22:04:14 main:574] : INFO : Epoch 1968 | loss: 0.0311669 | val_loss: 0.0311805 | Time: 1705.58 ms
[2021-12-01 22:04:15 main:574] : INFO : Epoch 1969 | loss: 0.0311662 | val_loss: 0.0311822 | Time: 1798.52 ms
[2021-12-01 22:04:17 main:574] : INFO : Epoch 1970 | loss: 0.0311667 | val_loss: 0.0311787 | Time: 1706.79 ms
[2021-12-01 22:04:19 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.0311799 | Time: 1515.86 ms
[2021-12-01 22:04:20 main:574] : INFO : Epoch 1972 | loss: 0.0311659 | val_loss: 0.0311778 | Time: 1425.75 ms
[2021-12-01 22:04:22 main:574] : INFO : Epoch 1973 | loss: 0.0311647 | val_loss: 0.0311794 | Time: 1759.76 ms
[2021-12-01 22:04:24 main:574] : INFO : Epoch 1974 | loss: 0.0311653 | val_loss: 0.0311839 | Time: 1783.84 ms
[2021-12-01 22:04:25 main:574] : INFO : Epoch 1975 | loss: 0.0311663 | val_loss: 0.0311823 | Time: 1787.72 ms
[2021-12-01 22:04:27 main:574] : INFO : Epoch 1976 | loss: 0.031169 | val_loss: 0.0311807 | Time: 1941.5 ms
[2021-12-01 22:04:29 main:574] : INFO : Epoch 1977 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 1415.59 ms
[2021-12-01 22:04:30 main:574] : INFO : Epoch 1978 | loss: 0.0311675 | val_loss: 0.031181 | Time: 1521.81 ms
[2021-12-01 22:04:32 main:574] : INFO : Epoch 1979 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 1700.8 ms
[2021-12-01 22:04:34 main:574] : INFO : Epoch 1980 | loss: 0.0311673 | val_loss: 0.031182 | Time: 1669.43 ms
[2021-12-01 22:04:35 main:574] : INFO : Epoch 1981 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1855.72 ms
[2021-12-01 22:04:37 main:574] : INFO : Epoch 1982 | loss: 0.031166 | val_loss: 0.0311802 | Time: 1797.09 ms
[2021-12-01 22:04:39 main:574] : INFO : Epoch 1983 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 1430.79 ms
[2021-12-01 22:04:40 main:574] : INFO : Epoch 1984 | loss: 0.0311678 | val_loss: 0.0311815 | Time: 1511.67 ms
[2021-12-01 22:04:42 main:574] : INFO : Epoch 1985 | loss: 0.031165 | val_loss: 0.031178 | Time: 1964.76 ms
[2021-12-01 22:04:44 main:574] : INFO : Epoch 1986 | loss: 0.0311682 | val_loss: 0.0311808 | Time: 1890.91 ms
[2021-12-01 22:04:46 main:574] : INFO : Epoch 1987 | loss: 0.0311696 | val_loss: 0.0311853 | Time: 1881.04 ms
[2021-12-01 22:04:48 main:574] : INFO : Epoch 1988 | loss: 0.031172 | val_loss: 0.0311803 | Time: 1717.8 ms
[2021-12-01 22:04:49 main:574] : INFO : Epoch 1989 | loss: 0.0311714 | val_loss: 0.0312036 | Time: 1303.36 ms
[2021-12-01 22:04:51 main:574] : INFO : Epoch 1990 | loss: 0.0311834 | val_loss: 0.0311988 | Time: 1703.73 ms
[2021-12-01 22:04:52 main:574] : INFO : Epoch 1991 | loss: 0.0311743 | val_loss: 0.0311879 | Time: 1717.46 ms
[2021-12-01 22:04:54 main:574] : INFO : Epoch 1992 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 1723.62 ms
[2021-12-01 22:04:56 main:574] : INFO : Epoch 1993 | loss: 0.0311657 | val_loss: 0.0311796 | Time: 1805.17 ms
[2021-12-01 22:04:58 main:574] : INFO : Epoch 1994 | loss: 0.0311651 | val_loss: 0.0311782 | Time: 1727.95 ms
[2021-12-01 22:04:59 main:574] : INFO : Epoch 1995 | loss: 0.0311666 | val_loss: 0.0311793 | Time: 1278.41 ms
[2021-12-01 22:05:01 main:574] : INFO : Epoch 1996 | loss: 0.0311664 | val_loss: 0.0311852 | Time: 1668.52 ms
[2021-12-01 22:05:02 main:574] : INFO : Epoch 1997 | loss: 0.0311689 | val_loss: 0.0311835 | Time: 1740.66 ms
[2021-12-01 22:05:04 main:574] : INFO : Epoch 1998 | loss: 0.0311652 | val_loss: 0.0311787 | Time: 1778.82 ms
[2021-12-01 22:05:06 main:574] : INFO : Epoch 1999 | loss: 0.0311679 | val_loss: 0.031188 | Time: 1865.28 ms
[2021-12-01 22:05:08 main:574] : INFO : Epoch 2000 | loss: 0.0311669 | val_loss: 0.0311802 | Time: 1894.06 ms
[2021-12-01 22:05:09 main:574] : INFO : Epoch 2001 | loss: 0.0311656 | val_loss: 0.0311813 | Time: 1226.89 ms
[2021-12-01 22:05:11 main:574] : INFO : Epoch 2002 | loss: 0.0311654 | val_loss: 0.0311798 | Time: 1890.71 ms
[2021-12-01 22:05:13 main:574] : INFO : Epoch 2003 | loss: 0.0311669 | val_loss: 0.0311845 | Time: 1827.86 ms
[2021-12-01 22:05:15 main:574] : INFO : Epoch 2004 | loss: 0.0311676 | val_loss: 0.0311868 | Time: 1876.35 ms
[2021-12-01 22:05:17 main:574] : INFO : Epoch 2005 | loss: 0.0311703 | val_loss: 0.0311847 | Time: 2056.31 ms
[2021-12-01 22:05:19 main:574] : INFO : Epoch 2006 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 1766.15 ms
[2021-12-01 22:05:20 main:574] : INFO : Epoch 2007 | loss: 0.0311663 | val_loss: 0.0311823 | Time: 1645.88 ms
[2021-12-01 22:05:22 main:574] : INFO : Epoch 2008 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 1940 ms
[2021-12-01 22:05:24 main:574] : INFO : Epoch 2009 | loss: 0.0311698 | val_loss: 0.0311878 | Time: 1966.42 ms
[2021-12-01 22:05:26 main:574] : INFO : Epoch 2010 | loss: 0.0311758 | val_loss: 0.0311864 | Time: 2000.41 ms
[2021-12-01 22:05:28 main:574] : INFO : Epoch 2011 | loss: 0.0311767 | val_loss: 0.0311801 | Time: 1947.27 ms
[2021-12-01 22:05:30 main:574] : INFO : Epoch 2012 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1361.52 ms
[2021-12-01 22:05:32 main:574] : INFO : Epoch 2013 | loss: 0.0311726 | val_loss: 0.03118 | Time: 2021.11 ms
[2021-12-01 22:05:33 main:574] : INFO : Epoch 2014 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 1857.91 ms
[2021-12-01 22:05:35 main:574] : INFO : Epoch 2015 | loss: 0.0311705 | val_loss: 0.0311772 | Time: 1824.63 ms
[2021-12-01 22:05:37 main:574] : INFO : Epoch 2016 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 1791.52 ms
[2021-12-01 22:05:39 main:574] : INFO : Epoch 2017 | loss: 0.0311725 | val_loss: 0.0311795 | Time: 1615.14 ms
[2021-12-01 22:05:40 main:574] : INFO : Epoch 2018 | loss: 0.0311694 | val_loss: 0.0311775 | Time: 1408.61 ms
[2021-12-01 22:05:42 main:574] : INFO : Epoch 2019 | loss: 0.0311678 | val_loss: 0.0311823 | Time: 1820.81 ms
[2021-12-01 22:05:44 main:574] : INFO : Epoch 2020 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 1758.41 ms
[2021-12-01 22:05:45 main:574] : INFO : Epoch 2021 | loss: 0.031167 | val_loss: 0.0311769 | Time: 1818.72 ms
[2021-12-01 22:05:47 main:574] : INFO : Epoch 2022 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 1761.55 ms
[2021-12-01 22:05:49 main:574] : INFO : Epoch 2023 | loss: 0.0311674 | val_loss: 0.0311795 | Time: 1563.46 ms
[2021-12-01 22:05:50 main:574] : INFO : Epoch 2024 | loss: 0.0311669 | val_loss: 0.0311781 | Time: 1511.35 ms
[2021-12-01 22:05:52 main:574] : INFO : Epoch 2025 | loss: 0.0311678 | val_loss: 0.0311775 | Time: 1786.56 ms
[2021-12-01 22:05:54 main:574] : INFO : Epoch 2026 | loss: 0.031167 | val_loss: 0.031186 | Time: 1893.82 ms
[2021-12-01 22:05:56 main:574] : INFO : Epoch 2027 | loss: 0.0311697 | val_loss: 0.031181 | Time: 1846.29 ms
[2021-12-01 22:05:58 main:574] : INFO : Epoch 2028 | loss: 0.0311677 | val_loss: 0.0311794 | Time: 1755.25 ms
[2021-12-01 22:05:59 main:574] : INFO : Epoch 2029 | loss: 0.0311669 | val_loss: 0.0311785 | Time: 1514 ms
[2021-12-01 22:06:01 main:574] : INFO : Epoch 2030 | loss: 0.0311688 | val_loss: 0.0311851 | Time: 1892.54 ms
[2021-12-01 22:06:03 main:574] : INFO : Epoch 2031 | loss: 0.0311662 | val_loss: 0.0311777 | Time: 1873.54 ms
[2021-12-01 22:06:05 main:574] : INFO : Epoch 2032 | loss: 0.0311662 | val_loss: 0.031178 | Time: 1776.84 ms
[2021-12-01 22:06:07 main:574] : INFO : Epoch 2033 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 1854.68 ms
[2021-12-01 22:06:08 main:574] : INFO : Epoch 2034 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 1925.38 ms
[2021-12-01 22:06:10 main:574] : INFO : Epoch 2035 | loss: 0.0311675 | val_loss: 0.0311791 | Time: 1394.14 ms
[2021-12-01 22:06:12 main:574] : INFO : Epoch 2036 | loss: 0.0311672 | val_loss: 0.0311778 | Time: 1966.95 ms
[2021-12-01 22:06:14 main:574] : INFO : Epoch 2037 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 1920.58 ms
[2021-12-01 22:06:16 main:574] : INFO : Epoch 2038 | loss: 0.031168 | val_loss: 0.0311785 | Time: 2005.09 ms
[2021-12-01 22:06:18 main:574] : INFO : Epoch 2039 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 1940.41 ms
[2021-12-01 22:06:19 main:574] : INFO : Epoch 2040 | loss: 0.0311689 | val_loss: 0.0311902 | Time: 1464.94 ms
[2021-12-01 22:06:21 main:574] : INFO : Epoch 2041 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1883.15 ms
[2021-12-01 22:06:23 main:574] : INFO : Epoch 2042 | loss: 0.0311664 | val_loss: 0.03118 | Time: 1939.1 ms
[2021-12-01 22:06:25 main:574] : INFO : Epoch 2043 | loss: 0.0311677 | val_loss: 0.0311765 | Time: 1952.62 ms
[2021-12-01 22:06:27 main:574] : INFO : Epoch 2044 | loss: 0.0311672 | val_loss: 0.0311795 | Time: 1966.56 ms
[2021-12-01 22:06:29 main:574] : INFO : Epoch 2045 | loss: 0.0311677 | val_loss: 0.0311802 | Time: 1775.29 ms
[2021-12-01 22:06:30 main:574] : INFO : Epoch 2046 | loss: 0.0311667 | val_loss: 0.0311771 | Time: 1515.59 ms
[2021-12-01 22:06:32 main:574] : INFO : Epoch 2047 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1956.66 ms
[2021-12-01 22:06:34 main:574] : INFO : Epoch 2048 | loss: 0.0311665 | val_loss: 0.031178 | Time: 1933.89 ms
[2021-12-01 22:06:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178
[2021-12-01 22:06:34 main:603] : INFO : Saving end state to config to file
[2021-12-01 22:06:34 main:608] : INFO : Success, exiting..
22:06:34 (6700): 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)