Task 14596985
| Name | ParityModified-1647040178-28592-3-0_0 |
| Workunit | 11618272 |
| Created | 11 Apr 2022, 8:59:56 UTC |
| Sent | 11 Apr 2022, 9:00:31 UTC |
| Report deadline | 19 Apr 2022, 9:00:31 UTC |
| Received | 11 Apr 2022, 10:12:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6135 |
| Run time | 1 hours 5 min 58 sec |
| CPU time | 1 hours 0 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 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 1542 | loss: 0.0242085 | val_loss: 0.0241522 | Time: 1825.45 ms
[2022-04-11 11:55:49 main:574] : INFO : Epoch 1543 | loss: 0.0241989 | val_loss: 0.0241535 | Time: 1789.7 ms
[2022-04-11 11:55:51 main:574] : INFO : Epoch 1544 | loss: 0.0242004 | val_loss: 0.0241614 | Time: 1819.5 ms
[2022-04-11 11:55:53 main:574] : INFO : Epoch 1545 | loss: 0.0242081 | val_loss: 0.0241541 | Time: 1858.4 ms
[2022-04-11 11:55:55 main:574] : INFO : Epoch 1546 | loss: 0.0242018 | val_loss: 0.0241524 | Time: 1995.12 ms
[2022-04-11 11:55:57 main:574] : INFO : Epoch 1547 | loss: 0.0241989 | val_loss: 0.0241503 | Time: 1948.2 ms
[2022-04-11 11:55:59 main:574] : INFO : Epoch 1548 | loss: 0.0242007 | val_loss: 0.024154 | Time: 1824.77 ms
[2022-04-11 11:56:01 main:574] : INFO : Epoch 1549 | loss: 0.024204 | val_loss: 0.0241786 | Time: 1828.84 ms
[2022-04-11 11:56:03 main:574] : INFO : Epoch 1550 | loss: 0.0242122 | val_loss: 0.0241682 | Time: 1817.13 ms
[2022-04-11 11:56:05 main:574] : INFO : Epoch 1551 | loss: 0.0242131 | val_loss: 0.0241589 | Time: 1843.42 ms
[2022-04-11 11:56:06 main:574] : INFO : Epoch 1552 | loss: 0.0242023 | val_loss: 0.0241527 | Time: 1818.25 ms
[2022-04-11 11:56:08 main:574] : INFO : Epoch 1553 | loss: 0.0242025 | val_loss: 0.0241586 | Time: 1831.62 ms
[2022-04-11 11:56:10 main:574] : INFO : Epoch 1554 | loss: 0.0242074 | val_loss: 0.0241728 | Time: 1852.95 ms
[2022-04-11 11:56:12 main:574] : INFO : Epoch 1555 | loss: 0.0242173 | val_loss: 0.0241645 | Time: 1804.79 ms
[2022-04-11 11:56:14 main:574] : INFO : Epoch 1556 | loss: 0.0242016 | val_loss: 0.0241551 | Time: 1818.36 ms
[2022-04-11 11:56:16 main:574] : INFO : Epoch 1557 | loss: 0.0242049 | val_loss: 0.0241621 | Time: 1856.44 ms
[2022-04-11 11:56:18 main:574] : INFO : Epoch 1558 | loss: 0.024201 | val_loss: 0.0241532 | Time: 1888.15 ms
[2022-04-11 11:56:20 main:574] : INFO : Epoch 1559 | loss: 0.0242032 | val_loss: 0.024157 | Time: 1811.24 ms
[2022-04-11 11:56:22 main:574] : INFO : Epoch 1560 | loss: 0.0242048 | val_loss: 0.0241513 | Time: 1922.52 ms
[2022-04-11 11:56:24 main:574] : INFO : Epoch 1561 | loss: 0.0242047 | val_loss: 0.024156 | Time: 1794.4 ms
[2022-04-11 11:56:25 main:574] : INFO : Epoch 1562 | loss: 0.0242039 | val_loss: 0.0241579 | Time: 1870.83 ms
[2022-04-11 11:56:27 main:574] : INFO : Epoch 1563 | loss: 0.0242169 | val_loss: 0.0241747 | Time: 1798.04 ms
[2022-04-11 11:56:29 main:574] : INFO : Epoch 1564 | loss: 0.0242037 | val_loss: 0.0241611 | Time: 1838.41 ms
[2022-04-11 11:56:31 main:574] : INFO : Epoch 1565 | loss: 0.0242029 | val_loss: 0.0241572 | Time: 1827.36 ms
[2022-04-11 11:56:33 main:574] : INFO : Epoch 1566 | loss: 0.0242014 | val_loss: 0.0241507 | Time: 1856.95 ms
[2022-04-11 11:56:35 main:574] : INFO : Epoch 1567 | loss: 0.0242002 | val_loss: 0.0241543 | Time: 1908.31 ms
[2022-04-11 11:56:37 main:574] : INFO : Epoch 1568 | loss: 0.0241992 | val_loss: 0.0241495 | Time: 1820.58 ms
[2022-04-11 11:56:39 main:574] : INFO : Epoch 1569 | loss: 0.0241988 | val_loss: 0.0241534 | Time: 1838.62 ms
[2022-04-11 11:56:41 main:574] : INFO : Epoch 1570 | loss: 0.0241982 | val_loss: 0.024153 | Time: 1916.08 ms
[2022-04-11 11:56:43 main:574] : INFO : Epoch 1571 | loss: 0.0241985 | val_loss: 0.0241513 | Time: 1914.27 ms
[2022-04-11 11:56:45 main:574] : INFO : Epoch 1572 | loss: 0.0242043 | val_loss: 0.0241515 | Time: 1825.2 ms
[2022-04-11 11:56:46 main:574] : INFO : Epoch 1573 | loss: 0.0241993 | val_loss: 0.0241495 | Time: 1824.95 ms
[2022-04-11 11:56:48 main:574] : INFO : Epoch 1574 | loss: 0.0242043 | val_loss: 0.0241534 | Time: 1834.24 ms
[2022-04-11 11:56:50 main:574] : INFO : Epoch 1575 | loss: 0.0241974 | val_loss: 0.0241518 | Time: 1812.15 ms
[2022-04-11 11:56:52 main:574] : INFO : Epoch 1576 | loss: 0.02421 | val_loss: 0.0241516 | Time: 1847.03 ms
[2022-04-11 11:56:54 main:574] : INFO : Epoch 1577 | loss: 0.0242004 | val_loss: 0.0241509 | Time: 1847.59 ms
[2022-04-11 11:56:56 main:574] : INFO : Epoch 1578 | loss: 0.0242023 | val_loss: 0.0241696 | Time: 1826.56 ms
[2022-04-11 11:56:58 main:574] : INFO : Epoch 1579 | loss: 0.0242003 | val_loss: 0.0241496 | Time: 1872.2 ms
[2022-04-11 11:57:00 main:574] : INFO : Epoch 1580 | loss: 0.0241961 | val_loss: 0.0241594 | Time: 1917.69 ms
[2022-04-11 11:57:02 main:574] : INFO : Epoch 1581 | loss: 0.0241974 | val_loss: 0.0241503 | Time: 1809.98 ms
[2022-04-11 11:57:04 main:574] : INFO : Epoch 1582 | loss: 0.0241968 | val_loss: 0.0241523 | Time: 1879.75 ms
[2022-04-11 11:57:05 main:574] : INFO : Epoch 1583 | loss: 0.0242035 | val_loss: 0.0241617 | Time: 1840.5 ms
[2022-04-11 11:57:07 main:574] : INFO : Epoch 1584 | loss: 0.0242037 | val_loss: 0.0241523 | Time: 1883.11 ms
[2022-04-11 11:57:09 main:574] : INFO : Epoch 1585 | loss: 0.024204 | val_loss: 0.0241545 | Time: 1855.42 ms
[2022-04-11 11:57:11 main:574] : INFO : Epoch 1586 | loss: 0.0242101 | val_loss: 0.0241618 | Time: 1866.22 ms
[2022-04-11 11:57:13 main:574] : INFO : Epoch 1587 | loss: 0.0242083 | val_loss: 0.0241563 | Time: 1923.14 ms
[2022-04-11 11:57:15 main:574] : INFO : Epoch 1588 | loss: 0.0242046 | val_loss: 0.024181 | Time: 1847.83 ms
[2022-04-11 11:57:17 main:574] : INFO : Epoch 1589 | loss: 0.0242059 | val_loss: 0.0241599 | Time: 1844.09 ms
[2022-04-11 11:57:19 main:574] : INFO : Epoch 1590 | loss: 0.0242008 | val_loss: 0.0241498 | Time: 1857.5 ms
[2022-04-11 11:57:21 main:574] : INFO : Epoch 1591 | loss: 0.0242014 | val_loss: 0.0241517 | Time: 1871.23 ms
[2022-04-11 11:57:23 main:574] : INFO : Epoch 1592 | loss: 0.0242029 | val_loss: 0.024163 | Time: 1832.55 ms
[2022-04-11 11:57:25 main:574] : INFO : Epoch 1593 | loss: 0.0241979 | val_loss: 0.0241521 | Time: 1859.71 ms
[2022-04-11 11:57:27 main:574] : INFO : Epoch 1594 | loss: 0.0241962 | val_loss: 0.0241505 | Time: 1854.23 ms
[2022-04-11 11:57:28 main:574] : INFO : Epoch 1595 | loss: 0.0242014 | val_loss: 0.0241614 | Time: 1878.62 ms
[2022-04-11 11:57:30 main:574] : INFO : Epoch 1596 | loss: 0.0242001 | val_loss: 0.0241505 | Time: 1808.49 ms
[2022-04-11 11:57:32 main:574] : INFO : Epoch 1597 | loss: 0.0241962 | val_loss: 0.0241487 | Time: 1896.9 ms
[2022-04-11 11:57:34 main:574] : INFO : Epoch 1598 | loss: 0.0241999 | val_loss: 0.0241518 | Time: 1815.1 ms
[2022-04-11 11:57:36 main:574] : INFO : Epoch 1599 | loss: 0.0242 | val_loss: 0.0241498 | Time: 1830.05 ms
[2022-04-11 11:57:38 main:574] : INFO : Epoch 1600 | loss: 0.0241985 | val_loss: 0.0241499 | Time: 1809.26 ms
[2022-04-11 11:57:40 main:574] : INFO : Epoch 1601 | loss: 0.0241947 | val_loss: 0.0241481 | Time: 1809.93 ms
[2022-04-11 11:57:42 main:574] : INFO : Epoch 1602 | loss: 0.0241947 | val_loss: 0.0241493 | Time: 1926.51 ms
[2022-04-11 11:57:44 main:574] : INFO : Epoch 1603 | loss: 0.0241965 | val_loss: 0.02415 | Time: 1893.06 ms
[2022-04-11 11:57:46 main:574] : INFO : Epoch 1604 | loss: 0.0241971 | val_loss: 0.0241489 | Time: 1914.23 ms
[2022-04-11 11:57:48 main:574] : INFO : Epoch 1605 | loss: 0.0242045 | val_loss: 0.0241577 | Time: 1899.02 ms
[2022-04-11 11:57:49 main:574] : INFO : Epoch 1606 | loss: 0.0242018 | val_loss: 0.0241499 | Time: 1857.68 ms
[2022-04-11 11:57:51 main:574] : INFO : Epoch 1607 | loss: 0.0241963 | val_loss: 0.0241493 | Time: 1896.67 ms
[2022-04-11 11:57:53 main:574] : INFO : Epoch 1608 | loss: 0.0241976 | val_loss: 0.0241739 | Time: 1895.6 ms
[2022-04-11 11:57:55 main:574] : INFO : Epoch 1609 | loss: 0.0242054 | val_loss: 0.0241494 | Time: 1831.76 ms
[2022-04-11 11:57:57 main:574] : INFO : Epoch 1610 | loss: 0.0241988 | val_loss: 0.024154 | Time: 1988.22 ms
[2022-04-11 11:57:59 main:574] : INFO : Epoch 1611 | loss: 0.0242001 | val_loss: 0.0241483 | Time: 1847.76 ms
[2022-04-11 11:58:01 main:574] : INFO : Epoch 1612 | loss: 0.0242065 | val_loss: 0.0241687 | Time: 1855.96 ms
[2022-04-11 11:58:03 main:574] : INFO : Epoch 1613 | loss: 0.024207 | val_loss: 0.0241772 | Time: 1829.75 ms
[2022-04-11 11:58:05 main:574] : INFO : Epoch 1614 | loss: 0.0242022 | val_loss: 0.0241487 | Time: 1819.8 ms
[2022-04-11 11:58:07 main:574] : INFO : Epoch 1615 | loss: 0.0242001 | val_loss: 0.0241667 | Time: 1838.38 ms
[2022-04-11 11:58:09 main:574] : INFO : Epoch 1616 | loss: 0.0242024 | val_loss: 0.0241538 | Time: 1839.71 ms
[2022-04-11 11:58:11 main:574] : INFO : Epoch 1617 | loss: 0.0242045 | val_loss: 0.0241507 | Time: 1872.86 ms
[2022-04-11 11:58:12 main:574] : INFO : Epoch 1618 | loss: 0.0241981 | val_loss: 0.0241486 | Time: 1820.25 ms
[2022-04-11 11:58:14 main:574] : INFO : Epoch 1619 | loss: 0.0242036 | val_loss: 0.0241654 | Time: 1889.14 ms
[2022-04-11 11:58:16 main:574] : INFO : Epoch 1620 | loss: 0.0242041 | val_loss: 0.0241518 | Time: 1836.94 ms
[2022-04-11 11:58:18 main:574] : INFO : Epoch 1621 | loss: 0.0241983 | val_loss: 0.0241482 | Time: 1854.14 ms
[2022-04-11 11:58:20 main:574] : INFO : Epoch 1622 | loss: 0.0241998 | val_loss: 0.0241514 | Time: 1876.95 ms
[2022-04-11 11:58:22 main:574] : INFO : Epoch 1623 | loss: 0.0241974 | val_loss: 0.0241486 | Time: 1879.45 ms
[2022-04-11 11:58:24 main:574] : INFO : Epoch 1624 | loss: 0.0241966 | val_loss: 0.0241487 | Time: 1827.59 ms
[2022-04-11 11:58:26 main:574] : INFO : Epoch 1625 | loss: 0.0242012 | val_loss: 0.0241605 | Time: 1814.74 ms
[2022-04-11 11:58:28 main:574] : INFO : Epoch 1626 | loss: 0.0241974 | val_loss: 0.0241489 | Time: 1855.76 ms
[2022-04-11 11:58:30 main:574] : INFO : Epoch 1627 | loss: 0.0241956 | val_loss: 0.0241531 | Time: 1867.5 ms
[2022-04-11 11:58:32 main:574] : INFO : Epoch 1628 | loss: 0.0242074 | val_loss: 0.0241481 | Time: 1955.65 ms
[2022-04-11 11:58:34 main:574] : INFO : Epoch 1629 | loss: 0.0242009 | val_loss: 0.0241536 | Time: 1941.87 ms
[2022-04-11 11:58:35 main:574] : INFO : Epoch 1630 | loss: 0.0242078 | val_loss: 0.0241604 | Time: 1807.71 ms
[2022-04-11 11:58:37 main:574] : INFO : Epoch 1631 | loss: 0.0241982 | val_loss: 0.0241519 | Time: 1806.37 ms
[2022-04-11 11:58:39 main:574] : INFO : Epoch 1632 | loss: 0.0242007 | val_loss: 0.0241573 | Time: 1779.7 ms
[2022-04-11 11:58:41 main:574] : INFO : Epoch 1633 | loss: 0.0241998 | val_loss: 0.0241533 | Time: 1864.71 ms
[2022-04-11 11:58:43 main:574] : INFO : Epoch 1634 | loss: 0.0241994 | val_loss: 0.0241573 | Time: 1818.12 ms
[2022-04-11 11:58:45 main:574] : INFO : Epoch 1635 | loss: 0.0241995 | val_loss: 0.0241514 | Time: 1810.43 ms
[2022-04-11 11:58:47 main:574] : INFO : Epoch 1636 | loss: 0.0241992 | val_loss: 0.0241517 | Time: 1914.32 ms
[2022-04-11 11:58:49 main:574] : INFO : Epoch 1637 | loss: 0.0241973 | val_loss: 0.0241513 | Time: 1958.97 ms
[2022-04-11 11:58:51 main:574] : INFO : Epoch 1638 | loss: 0.0242029 | val_loss: 0.0241496 | Time: 1913.27 ms
[2022-04-11 11:58:53 main:574] : INFO : Epoch 1639 | loss: 0.0241993 | val_loss: 0.0241491 | Time: 1835.84 ms
[2022-04-11 11:58:55 main:574] : INFO : Epoch 1640 | loss: 0.0241955 | val_loss: 0.0241529 | Time: 1899.1 ms
[2022-04-11 11:58:57 main:574] : INFO : Epoch 1641 | loss: 0.0242 | val_loss: 0.0241498 | Time: 1916.66 ms
[2022-04-11 11:58:58 main:574] : INFO : Epoch 1642 | loss: 0.0241977 | val_loss: 0.0241487 | Time: 1824.46 ms
[2022-04-11 11:59:00 main:574] : INFO : Epoch 1643 | loss: 0.0241964 | val_loss: 0.024151 | Time: 1776.52 ms
[2022-04-11 11:59:02 main:574] : INFO : Epoch 1644 | loss: 0.0241965 | val_loss: 0.0241487 | Time: 1888.03 ms
[2022-04-11 11:59:04 main:574] : INFO : Epoch 1645 | loss: 0.024205 | val_loss: 0.024156 | Time: 1872.87 ms
[2022-04-11 11:59:06 main:574] : INFO : Epoch 1646 | loss: 0.0242143 | val_loss: 0.0241521 | Time: 1818.84 ms
[2022-04-11 11:59:08 main:574] : INFO : Epoch 1647 | loss: 0.0242146 | val_loss: 0.0241524 | Time: 1818.58 ms
[2022-04-11 11:59:10 main:574] : INFO : Epoch 1648 | loss: 0.0241999 | val_loss: 0.0241518 | Time: 1799.62 ms
[2022-04-11 11:59:12 main:574] : INFO : Epoch 1649 | loss: 0.0241993 | val_loss: 0.0241486 | Time: 1835.57 ms
[2022-04-11 11:59:14 main:574] : INFO : Epoch 1650 | loss: 0.0242037 | val_loss: 0.0241605 | Time: 1875.26 ms
[2022-04-11 11:59:15 main:574] : INFO : Epoch 1651 | loss: 0.0242026 | val_loss: 0.0241493 | Time: 1805.16 ms
[2022-04-11 11:59:17 main:574] : INFO : Epoch 1652 | loss: 0.0241964 | val_loss: 0.0241498 | Time: 1916.35 ms
[2022-04-11 11:59:19 main:574] : INFO : Epoch 1653 | loss: 0.024198 | val_loss: 0.0241541 | Time: 1868.42 ms
[2022-04-11 11:59:21 main:574] : INFO : Epoch 1654 | loss: 0.024208 | val_loss: 0.0241598 | Time: 1825.14 ms
[2022-04-11 11:59:23 main:574] : INFO : Epoch 1655 | loss: 0.0241993 | val_loss: 0.0241505 | Time: 1885.81 ms
[2022-04-11 11:59:25 main:574] : INFO : Epoch 1656 | loss: 0.0241951 | val_loss: 0.0241553 | Time: 1863.91 ms
[2022-04-11 11:59:27 main:574] : INFO : Epoch 1657 | loss: 0.0241976 | val_loss: 0.0241491 | Time: 1808.96 ms
[2022-04-11 11:59:29 main:574] : INFO : Epoch 1658 | loss: 0.0241971 | val_loss: 0.0241602 | Time: 1847.5 ms
[2022-04-11 11:59:31 main:574] : INFO : Epoch 1659 | loss: 0.0241962 | val_loss: 0.0241586 | Time: 1765.16 ms
[2022-04-11 11:59:32 main:574] : INFO : Epoch 1660 | loss: 0.0241942 | val_loss: 0.0241473 | Time: 1909.1 ms
[2022-04-11 11:59:34 main:574] : INFO : Epoch 1661 | loss: 0.0241952 | val_loss: 0.0241501 | Time: 1821.92 ms
[2022-04-11 11:59:36 main:574] : INFO : Epoch 1662 | loss: 0.0241959 | val_loss: 0.0241484 | Time: 1778.62 ms
[2022-04-11 11:59:38 main:574] : INFO : Epoch 1663 | loss: 0.0241975 | val_loss: 0.0241507 | Time: 1823.47 ms
[2022-04-11 11:59:40 main:574] : INFO : Epoch 1664 | loss: 0.0241958 | val_loss: 0.0241476 | Time: 1796.06 ms
[2022-04-11 11:59:42 main:574] : INFO : Epoch 1665 | loss: 0.0242048 | val_loss: 0.0241587 | Time: 1897.12 ms
[2022-04-11 11:59:44 main:574] : INFO : Epoch 1666 | loss: 0.0241991 | val_loss: 0.024152 | Time: 1822.39 ms
[2022-04-11 11:59:46 main:574] : INFO : Epoch 1667 | loss: 0.0242038 | val_loss: 0.0241576 | Time: 1864.5 ms
[2022-04-11 11:59:48 main:574] : INFO : Epoch 1668 | loss: 0.0241998 | val_loss: 0.0241515 | Time: 1889.01 ms
[2022-04-11 11:59:50 main:574] : INFO : Epoch 1669 | loss: 0.0241971 | val_loss: 0.0241493 | Time: 1832.56 ms
[2022-04-11 11:59:51 main:574] : INFO : Epoch 1670 | loss: 0.0241953 | val_loss: 0.0241529 | Time: 1783.03 ms
[2022-04-11 11:59:53 main:574] : INFO : Epoch 1671 | loss: 0.0241964 | val_loss: 0.024148 | Time: 1834.46 ms
[2022-04-11 11:59:55 main:574] : INFO : Epoch 1672 | loss: 0.0241966 | val_loss: 0.024153 | Time: 1830.45 ms
[2022-04-11 11:59:57 main:574] : INFO : Epoch 1673 | loss: 0.0241985 | val_loss: 0.024148 | Time: 2086.26 ms
[2022-04-11 11:59:59 main:574] : INFO : Epoch 1674 | loss: 0.0241981 | val_loss: 0.0241633 | Time: 1858.89 ms
[2022-04-11 12:00:01 main:574] : INFO : Epoch 1675 | loss: 0.0242012 | val_loss: 0.0241563 | Time: 1864.9 ms
[2022-04-11 12:00:03 main:574] : INFO : Epoch 1676 | loss: 0.024199 | val_loss: 0.0241574 | Time: 2140.26 ms
[2022-04-11 12:00:05 main:574] : INFO : Epoch 1677 | loss: 0.0242002 | val_loss: 0.0241541 | Time: 1819.08 ms
[2022-04-11 12:00:07 main:574] : INFO : Epoch 1678 | loss: 0.0242005 | val_loss: 0.0241534 | Time: 1798.06 ms
[2022-04-11 12:00:09 main:574] : INFO : Epoch 1679 | loss: 0.024199 | val_loss: 0.0241637 | Time: 1823.52 ms
[2022-04-11 12:00:11 main:574] : INFO : Epoch 1680 | loss: 0.0242033 | val_loss: 0.0241525 | Time: 1822.54 ms
[2022-04-11 12:00:13 main:574] : INFO : Epoch 1681 | loss: 0.0242045 | val_loss: 0.0241484 | Time: 1831.23 ms
[2022-04-11 12:00:14 main:574] : INFO : Epoch 1682 | loss: 0.0242046 | val_loss: 0.0241821 | Time: 1797.01 ms
[2022-04-11 12:00:16 main:574] : INFO : Epoch 1683 | loss: 0.0242021 | val_loss: 0.0241507 | Time: 1868.84 ms
[2022-04-11 12:00:18 main:574] : INFO : Epoch 1684 | loss: 0.0242055 | val_loss: 0.0241653 | Time: 1872.79 ms
[2022-04-11 12:00:20 main:574] : INFO : Epoch 1685 | loss: 0.0242034 | val_loss: 0.0241676 | Time: 1801.93 ms
[2022-04-11 12:00:22 main:574] : INFO : Epoch 1686 | loss: 0.0241995 | val_loss: 0.0241502 | Time: 1801.16 ms
[2022-04-11 12:00:24 main:574] : INFO : Epoch 1687 | loss: 0.024196 | val_loss: 0.0241475 | Time: 1851.39 ms
[2022-04-11 12:00:26 main:574] : INFO : Epoch 1688 | loss: 0.0242005 | val_loss: 0.0241507 | Time: 1970.32 ms
[2022-04-11 12:00:28 main:574] : INFO : Epoch 1689 | loss: 0.0241976 | val_loss: 0.0241621 | Time: 1915.47 ms
[2022-04-11 12:00:30 main:574] : INFO : Epoch 1690 | loss: 0.0241979 | val_loss: 0.0241501 | Time: 1845.79 ms
[2022-04-11 12:00:32 main:574] : INFO : Epoch 1691 | loss: 0.0241956 | val_loss: 0.0241532 | Time: 1776 ms
[2022-04-11 12:00:34 main:574] : INFO : Epoch 1692 | loss: 0.024198 | val_loss: 0.0241564 | Time: 1894.51 ms
[2022-04-11 12:00:36 main:574] : INFO : Epoch 1693 | loss: 0.0242018 | val_loss: 0.0241479 | Time: 1871.22 ms
[2022-04-11 12:00:37 main:574] : INFO : Epoch 1694 | loss: 0.0241948 | val_loss: 0.0241498 | Time: 1831.01 ms
[2022-04-11 12:00:39 main:574] : INFO : Epoch 1695 | loss: 0.0241994 | val_loss: 0.0241476 | Time: 1894.34 ms
[2022-04-11 12:00:41 main:574] : INFO : Epoch 1696 | loss: 0.0242007 | val_loss: 0.0241551 | Time: 1860 ms
[2022-04-11 12:00:43 main:574] : INFO : Epoch 1697 | loss: 0.0242065 | val_loss: 0.0241548 | Time: 1878.45 ms
[2022-04-11 12:00:45 main:574] : INFO : Epoch 1698 | loss: 0.0241962 | val_loss: 0.0241483 | Time: 1854.2 ms
[2022-04-11 12:00:47 main:574] : INFO : Epoch 1699 | loss: 0.0241963 | val_loss: 0.024149 | Time: 1834.48 ms
[2022-04-11 12:00:50 main:574] : INFO : Epoch 1700 | loss: 0.0241967 | val_loss: 0.0241545 | Time: 1875.18 ms
[2022-04-11 12:00:52 main:574] : INFO : Epoch 1701 | loss: 0.0241974 | val_loss: 0.0241502 | Time: 1845.8 ms
[2022-04-11 12:00:54 main:574] : INFO : Epoch 1702 | loss: 0.024197 | val_loss: 0.0241468 | Time: 1902.77 ms
[2022-04-11 12:00:55 main:574] : INFO : Epoch 1703 | loss: 0.0241949 | val_loss: 0.024153 | Time: 1829.55 ms
[2022-04-11 12:00:57 main:574] : INFO : Epoch 1704 | loss: 0.024201 | val_loss: 0.0241584 | Time: 1856.6 ms
[2022-04-11 12:00:59 main:574] : INFO : Epoch 1705 | loss: 0.0241999 | val_loss: 0.0241535 | Time: 1886.84 ms
[2022-04-11 12:01:01 main:574] : INFO : Epoch 1706 | loss: 0.024199 | val_loss: 0.0241606 | Time: 1827.01 ms
[2022-04-11 12:01:04 main:574] : INFO : Epoch 1707 | loss: 0.0242045 | val_loss: 0.0241986 | Time: 1936.86 ms
[2022-04-11 12:01:06 main:574] : INFO : Epoch 1708 | loss: 0.0242113 | val_loss: 0.0241588 | Time: 1933.27 ms
[2022-04-11 12:01:08 main:574] : INFO : Epoch 1709 | loss: 0.0243103 | val_loss: 0.024293 | Time: 1912.57 ms
[2022-04-11 12:01:10 main:574] : INFO : Epoch 1710 | loss: 0.0242941 | val_loss: 0.0242096 | Time: 1857.12 ms
[2022-04-11 12:01:12 main:574] : INFO : Epoch 1711 | loss: 0.0242394 | val_loss: 0.0241751 | Time: 1941.62 ms
[2022-04-11 12:01:13 main:574] : INFO : Epoch 1712 | loss: 0.0242228 | val_loss: 0.0241677 | Time: 1841.05 ms
[2022-04-11 12:01:15 main:574] : INFO : Epoch 1713 | loss: 0.0242222 | val_loss: 0.0241694 | Time: 1810.39 ms
[2022-04-11 12:01:18 main:574] : INFO : Epoch 1714 | loss: 0.0242226 | val_loss: 0.0241714 | Time: 1923.86 ms
[2022-04-11 12:01:20 main:574] : INFO : Epoch 1715 | loss: 0.0242181 | val_loss: 0.0241633 | Time: 1824.85 ms
[2022-04-11 12:01:22 main:574] : INFO : Epoch 1716 | loss: 0.0242084 | val_loss: 0.0241572 | Time: 1947.79 ms
[2022-04-11 12:01:24 main:574] : INFO : Epoch 1717 | loss: 0.0242105 | val_loss: 0.0241551 | Time: 1829.28 ms
[2022-04-11 12:01:25 main:574] : INFO : Epoch 1718 | loss: 0.0242059 | val_loss: 0.0241555 | Time: 1829.18 ms
[2022-04-11 12:01:27 main:574] : INFO : Epoch 1719 | loss: 0.0242057 | val_loss: 0.0241539 | Time: 1825.45 ms
[2022-04-11 12:01:29 main:574] : INFO : Epoch 1720 | loss: 0.024206 | val_loss: 0.0241585 | Time: 1859.73 ms
[2022-04-11 12:01:32 main:574] : INFO : Epoch 1721 | loss: 0.024207 | val_loss: 0.024158 | Time: 1853.93 ms
[2022-04-11 12:01:34 main:574] : INFO : Epoch 1722 | loss: 0.0242028 | val_loss: 0.0241525 | Time: 1855.07 ms
[2022-04-11 12:01:36 main:574] : INFO : Epoch 1723 | loss: 0.0242013 | val_loss: 0.024151 | Time: 1969.04 ms
[2022-04-11 12:01:38 main:574] : INFO : Epoch 1724 | loss: 0.0242004 | val_loss: 0.0241535 | Time: 1790.12 ms
[2022-04-11 12:01:39 main:574] : INFO : Epoch 1725 | loss: 0.0242025 | val_loss: 0.0241535 | Time: 1866.58 ms
[2022-04-11 12:01:41 main:574] : INFO : Epoch 1726 | loss: 0.0242047 | val_loss: 0.0241534 | Time: 1863.05 ms
[2022-04-11 12:01:43 main:574] : INFO : Epoch 1727 | loss: 0.0242019 | val_loss: 0.0241542 | Time: 1879.64 ms
[2022-04-11 12:01:46 main:574] : INFO : Epoch 1728 | loss: 0.0242102 | val_loss: 0.0241552 | Time: 1809.7 ms
[2022-04-11 12:01:48 main:574] : INFO : Epoch 1729 | loss: 0.0242051 | val_loss: 0.0241567 | Time: 1818.1 ms
[2022-04-11 12:01:50 main:574] : INFO : Epoch 1730 | loss: 0.0242038 | val_loss: 0.0241608 | Time: 1833.74 ms
[2022-04-11 12:01:51 main:574] : INFO : Epoch 1731 | loss: 0.0242109 | val_loss: 0.024154 | Time: 1867.26 ms
[2022-04-11 12:01:53 main:574] : INFO : Epoch 1732 | loss: 0.02421 | val_loss: 0.0241605 | Time: 1911.65 ms
[2022-04-11 12:01:55 main:574] : INFO : Epoch 1733 | loss: 0.0242018 | val_loss: 0.0241479 | Time: 1933.32 ms
[2022-04-11 12:01:57 main:574] : INFO : Epoch 1734 | loss: 0.0241979 | val_loss: 0.0241511 | Time: 1953.89 ms
[2022-04-11 12:01:59 main:574] : INFO : Epoch 1735 | loss: 0.0241959 | val_loss: 0.0241548 | Time: 2056.62 ms
[2022-04-11 12:02:01 main:574] : INFO : Epoch 1736 | loss: 0.0242011 | val_loss: 0.0241458 | Time: 1918.75 ms
[2022-04-11 12:02:04 main:574] : INFO : Epoch 1737 | loss: 0.0241955 | val_loss: 0.024146 | Time: 2014.07 ms
[2022-04-11 12:02:06 main:574] : INFO : Epoch 1738 | loss: 0.0241948 | val_loss: 0.0241459 | Time: 2011.03 ms
[2022-04-11 12:02:08 main:574] : INFO : Epoch 1739 | loss: 0.0241995 | val_loss: 0.0241533 | Time: 1933.83 ms
[2022-04-11 12:02:11 main:574] : INFO : Epoch 1740 | loss: 0.0242009 | val_loss: 0.0241511 | Time: 1978.09 ms
[2022-04-11 12:02:14 main:574] : INFO : Epoch 1741 | loss: 0.0241969 | val_loss: 0.0241539 | Time: 1991.22 ms
[2022-04-11 12:02:16 main:574] : INFO : Epoch 1742 | loss: 0.0241982 | val_loss: 0.024147 | Time: 1878.96 ms
[2022-04-11 12:02:18 main:574] : INFO : Epoch 1743 | loss: 0.0241947 | val_loss: 0.0241458 | Time: 2083.59 ms
[2022-04-11 12:02:21 main:574] : INFO : Epoch 1744 | loss: 0.0241948 | val_loss: 0.0241466 | Time: 1913.36 ms
[2022-04-11 12:02:23 main:574] : INFO : Epoch 1745 | loss: 0.0241953 | val_loss: 0.0241465 | Time: 1975.37 ms
[2022-04-11 12:02:25 main:574] : INFO : Epoch 1746 | loss: 0.0241986 | val_loss: 0.0241832 | Time: 1907.98 ms
[2022-04-11 12:02:28 main:574] : INFO : Epoch 1747 | loss: 0.0242059 | val_loss: 0.0241508 | Time: 1918.66 ms
[2022-04-11 12:02:31 main:574] : INFO : Epoch 1748 | loss: 0.0241962 | val_loss: 0.0241507 | Time: 1971.87 ms
[2022-04-11 12:02:34 main:574] : INFO : Epoch 1749 | loss: 0.0241948 | val_loss: 0.0241456 | Time: 2333.57 ms
[2022-04-11 12:02:37 main:574] : INFO : Epoch 1750 | loss: 0.0241979 | val_loss: 0.0241497 | Time: 2123.05 ms
[2022-04-11 12:02:39 main:574] : INFO : Epoch 1751 | loss: 0.0241964 | val_loss: 0.0241461 | Time: 1936.26 ms
[2022-04-11 12:02:42 main:574] : INFO : Epoch 1752 | loss: 0.0241983 | val_loss: 0.0241608 | Time: 1986.12 ms
[2022-04-11 12:02:44 main:574] : INFO : Epoch 1753 | loss: 0.0242031 | val_loss: 0.0241555 | Time: 2029.13 ms
[2022-04-11 12:02:47 main:574] : INFO : Epoch 1754 | loss: 0.0242006 | val_loss: 0.0241465 | Time: 2019.01 ms
[2022-04-11 12:02:49 main:574] : INFO : Epoch 1755 | loss: 0.0241955 | val_loss: 0.0241499 | Time: 1987.9 ms
[2022-04-11 12:02:52 main:574] : INFO : Epoch 1756 | loss: 0.0241998 | val_loss: 0.0241618 | Time: 2061.69 ms
[2022-04-11 12:02:55 main:574] : INFO : Epoch 1757 | loss: 0.0242033 | val_loss: 0.0241466 | Time: 1913.07 ms
[2022-04-11 12:02:57 main:574] : INFO : Epoch 1758 | loss: 0.0242054 | val_loss: 0.0241749 | Time: 2043.05 ms
[2022-04-11 12:03:00 main:574] : INFO : Epoch 1759 | loss: 0.0241998 | val_loss: 0.0241469 | Time: 1982.83 ms
[2022-04-11 12:03:02 main:574] : INFO : Epoch 1760 | loss: 0.0241953 | val_loss: 0.0241469 | Time: 1929.02 ms
[2022-04-11 12:03:05 main:574] : INFO : Epoch 1761 | loss: 0.0241995 | val_loss: 0.0241538 | Time: 1919.46 ms
[2022-04-11 12:03:08 main:574] : INFO : Epoch 1762 | loss: 0.0241973 | val_loss: 0.0241459 | Time: 2087.8 ms
[2022-04-11 12:03:10 main:574] : INFO : Epoch 1763 | loss: 0.0241978 | val_loss: 0.0241477 | Time: 1954.77 ms
[2022-04-11 12:03:12 main:574] : INFO : Epoch 1764 | loss: 0.0241951 | val_loss: 0.0241543 | Time: 1975.35 ms
[2022-04-11 12:03:15 main:574] : INFO : Epoch 1765 | loss: 0.0241965 | val_loss: 0.0241476 | Time: 1908.22 ms
[2022-04-11 12:03:17 main:574] : INFO : Epoch 1766 | loss: 0.0241957 | val_loss: 0.0241464 | Time: 1980.56 ms
[2022-04-11 12:03:20 main:574] : INFO : Epoch 1767 | loss: 0.0241982 | val_loss: 0.0241462 | Time: 1931.24 ms
[2022-04-11 12:03:22 main:574] : INFO : Epoch 1768 | loss: 0.0241965 | val_loss: 0.0241466 | Time: 1995.3 ms
[2022-04-11 12:03:24 main:574] : INFO : Epoch 1769 | loss: 0.0241971 | val_loss: 0.0241488 | Time: 2087.13 ms
[2022-04-11 12:03:27 main:574] : INFO : Epoch 1770 | loss: 0.0241973 | val_loss: 0.0241504 | Time: 2024.76 ms
[2022-04-11 12:03:29 main:574] : INFO : Epoch 1771 | loss: 0.0241993 | val_loss: 0.0241641 | Time: 1969.38 ms
[2022-04-11 12:03:31 main:574] : INFO : Epoch 1772 | loss: 0.0242077 | val_loss: 0.0241568 | Time: 1918.1 ms
[2022-04-11 12:03:33 main:574] : INFO : Epoch 1773 | loss: 0.0242034 | val_loss: 0.0241544 | Time: 1967.45 ms
[2022-04-11 12:03:35 main:574] : INFO : Epoch 1774 | loss: 0.0241969 | val_loss: 0.0241478 | Time: 2018.75 ms
[2022-04-11 12:03:37 main:574] : INFO : Epoch 1775 | loss: 0.0241949 | val_loss: 0.0241463 | Time: 1926.83 ms
[2022-04-11 12:03:39 main:574] : INFO : Epoch 1776 | loss: 0.024196 | val_loss: 0.0241485 | Time: 1861.63 ms
[2022-04-11 12:03:41 main:574] : INFO : Epoch 1777 | loss: 0.024195 | val_loss: 0.0241474 | Time: 1881.04 ms
[2022-04-11 12:03:43 main:574] : INFO : Epoch 1778 | loss: 0.0241932 | val_loss: 0.0241454 | Time: 1859.04 ms
[2022-04-11 12:03:45 main:574] : INFO : Epoch 1779 | loss: 0.0242026 | val_loss: 0.024159 | Time: 1829.75 ms
[2022-04-11 12:03:46 main:574] : INFO : Epoch 1780 | loss: 0.0242066 | val_loss: 0.0241649 | Time: 1872.88 ms
[2022-04-11 12:03:48 main:574] : INFO : Epoch 1781 | loss: 0.0241986 | val_loss: 0.0241591 | Time: 1938.91 ms
[2022-04-11 12:03:50 main:574] : INFO : Epoch 1782 | loss: 0.0241981 | val_loss: 0.0241487 | Time: 1823.75 ms
[2022-04-11 12:03:52 main:574] : INFO : Epoch 1783 | loss: 0.0241954 | val_loss: 0.0241487 | Time: 1820.44 ms
[2022-04-11 12:03:54 main:574] : INFO : Epoch 1784 | loss: 0.0241958 | val_loss: 0.0241531 | Time: 1910.16 ms
[2022-04-11 12:03:56 main:574] : INFO : Epoch 1785 | loss: 0.0241994 | val_loss: 0.0241469 | Time: 1877.66 ms
[2022-04-11 12:03:58 main:574] : INFO : Epoch 1786 | loss: 0.0241951 | val_loss: 0.024153 | Time: 1829.05 ms
[2022-04-11 12:04:00 main:574] : INFO : Epoch 1787 | loss: 0.0241942 | val_loss: 0.0241513 | Time: 1808.51 ms
[2022-04-11 12:04:02 main:574] : INFO : Epoch 1788 | loss: 0.0241987 | val_loss: 0.0241528 | Time: 1823.24 ms
[2022-04-11 12:04:04 main:574] : INFO : Epoch 1789 | loss: 0.024197 | val_loss: 0.0241494 | Time: 1800.68 ms
[2022-04-11 12:04:05 main:574] : INFO : Epoch 1790 | loss: 0.0241974 | val_loss: 0.0241536 | Time: 1902.75 ms
[2022-04-11 12:04:07 main:574] : INFO : Epoch 1791 | loss: 0.0241978 | val_loss: 0.0241465 | Time: 1824.04 ms
[2022-04-11 12:04:09 main:574] : INFO : Epoch 1792 | loss: 0.0241956 | val_loss: 0.0241661 | Time: 1846.97 ms
[2022-04-11 12:04:11 main:574] : INFO : Epoch 1793 | loss: 0.0241973 | val_loss: 0.0241461 | Time: 1880.47 ms
[2022-04-11 12:04:13 main:574] : INFO : Epoch 1794 | loss: 0.0241941 | val_loss: 0.0241465 | Time: 1861.56 ms
[2022-04-11 12:04:15 main:574] : INFO : Epoch 1795 | loss: 0.0241966 | val_loss: 0.0241509 | Time: 1792.66 ms
[2022-04-11 12:04:17 main:574] : INFO : Epoch 1796 | loss: 0.0241986 | val_loss: 0.0241565 | Time: 1867.98 ms
[2022-04-11 12:04:19 main:574] : INFO : Epoch 1797 | loss: 0.0241955 | val_loss: 0.0241472 | Time: 1844.13 ms
[2022-04-11 12:04:21 main:574] : INFO : Epoch 1798 | loss: 0.0241965 | val_loss: 0.0241514 | Time: 1847.43 ms
[2022-04-11 12:04:23 main:574] : INFO : Epoch 1799 | loss: 0.0241988 | val_loss: 0.0241518 | Time: 1889.68 ms
[2022-04-11 12:04:24 main:574] : INFO : Epoch 1800 | loss: 0.0242027 | val_loss: 0.0241552 | Time: 1818.42 ms
[2022-04-11 12:04:27 main:574] : INFO : Epoch 1801 | loss: 0.0242087 | val_loss: 0.0241635 | Time: 2013.88 ms
[2022-04-11 12:04:28 main:574] : INFO : Epoch 1802 | loss: 0.0241982 | val_loss: 0.0241473 | Time: 1897.71 ms
[2022-04-11 12:04:30 main:574] : INFO : Epoch 1803 | loss: 0.0241974 | val_loss: 0.0241523 | Time: 1839.21 ms
[2022-04-11 12:04:32 main:574] : INFO : Epoch 1804 | loss: 0.0241954 | val_loss: 0.0241472 | Time: 1937.64 ms
[2022-04-11 12:04:34 main:574] : INFO : Epoch 1805 | loss: 0.0242021 | val_loss: 0.0241463 | Time: 2056.64 ms
[2022-04-11 12:04:36 main:574] : INFO : Epoch 1806 | loss: 0.024197 | val_loss: 0.0241466 | Time: 1861.29 ms
[2022-04-11 12:04:38 main:574] : INFO : Epoch 1807 | loss: 0.0241957 | val_loss: 0.0241475 | Time: 1860.33 ms
[2022-04-11 12:04:40 main:574] : INFO : Epoch 1808 | loss: 0.0241965 | val_loss: 0.0241504 | Time: 2009.77 ms
[2022-04-11 12:04:43 main:574] : INFO : Epoch 1809 | loss: 0.0241985 | val_loss: 0.0241525 | Time: 2211.41 ms
[2022-04-11 12:04:45 main:574] : INFO : Epoch 1810 | loss: 0.0241981 | val_loss: 0.0241476 | Time: 1998.77 ms
[2022-04-11 12:04:47 main:574] : INFO : Epoch 1811 | loss: 0.0243184 | val_loss: 0.0242968 | Time: 2050.68 ms
[2022-04-11 12:04:49 main:574] : INFO : Epoch 1812 | loss: 0.0242681 | val_loss: 0.0241813 | Time: 2012.03 ms
[2022-04-11 12:04:51 main:574] : INFO : Epoch 1813 | loss: 0.0242101 | val_loss: 0.0241513 | Time: 2012.09 ms
[2022-04-11 12:04:53 main:574] : INFO : Epoch 1814 | loss: 0.0242016 | val_loss: 0.024149 | Time: 2103.07 ms
[2022-04-11 12:04:55 main:574] : INFO : Epoch 1815 | loss: 0.0241975 | val_loss: 0.0241482 | Time: 2177.53 ms
[2022-04-11 12:04:57 main:574] : INFO : Epoch 1816 | loss: 0.0242081 | val_loss: 0.0241717 | Time: 2180.64 ms
[2022-04-11 12:05:00 main:574] : INFO : Epoch 1817 | loss: 0.0242238 | val_loss: 0.0241602 | Time: 2053.84 ms
[2022-04-11 12:05:02 main:574] : INFO : Epoch 1818 | loss: 0.0242071 | val_loss: 0.0241536 | Time: 2084.98 ms
[2022-04-11 12:05:04 main:574] : INFO : Epoch 1819 | loss: 0.0241973 | val_loss: 0.0241481 | Time: 2117.12 ms
[2022-04-11 12:05:06 main:574] : INFO : Epoch 1820 | loss: 0.024198 | val_loss: 0.0241568 | Time: 2071.7 ms
[2022-04-11 12:05:08 main:574] : INFO : Epoch 1821 | loss: 0.0241953 | val_loss: 0.0241487 | Time: 1959.71 ms
[2022-04-11 12:05:10 main:574] : INFO : Epoch 1822 | loss: 0.0241993 | val_loss: 0.0241525 | Time: 1991.17 ms
[2022-04-11 12:05:12 main:574] : INFO : Epoch 1823 | loss: 0.0241971 | val_loss: 0.0241584 | Time: 2166.83 ms
[2022-04-11 12:05:14 main:574] : INFO : Epoch 1824 | loss: 0.0241956 | val_loss: 0.0241461 | Time: 2017.46 ms
[2022-04-11 12:05:16 main:574] : INFO : Epoch 1825 | loss: 0.0241976 | val_loss: 0.0241494 | Time: 1951.11 ms
[2022-04-11 12:05:18 main:574] : INFO : Epoch 1826 | loss: 0.024202 | val_loss: 0.0241761 | Time: 1938.91 ms
[2022-04-11 12:05:20 main:574] : INFO : Epoch 1827 | loss: 0.0242052 | val_loss: 0.0241642 | Time: 1972.38 ms
[2022-04-11 12:05:22 main:574] : INFO : Epoch 1828 | loss: 0.0242031 | val_loss: 0.0241505 | Time: 2108.14 ms
[2022-04-11 12:05:25 main:574] : INFO : Epoch 1829 | loss: 0.0241937 | val_loss: 0.024145 | Time: 1992.79 ms
[2022-04-11 12:05:27 main:574] : INFO : Epoch 1830 | loss: 0.0241926 | val_loss: 0.0241488 | Time: 2149.46 ms
[2022-04-11 12:05:29 main:574] : INFO : Epoch 1831 | loss: 0.0241929 | val_loss: 0.0241452 | Time: 2213.76 ms
[2022-04-11 12:05:31 main:574] : INFO : Epoch 1832 | loss: 0.0241939 | val_loss: 0.024147 | Time: 1988.3 ms
[2022-04-11 12:05:33 main:574] : INFO : Epoch 1833 | loss: 0.0241942 | val_loss: 0.0241629 | Time: 2030.9 ms
[2022-04-11 12:05:35 main:574] : INFO : Epoch 1834 | loss: 0.0241991 | val_loss: 0.0241453 | Time: 2171.11 ms
[2022-04-11 12:05:38 main:574] : INFO : Epoch 1835 | loss: 0.024196 | val_loss: 0.0241488 | Time: 2050.74 ms
[2022-04-11 12:05:40 main:574] : INFO : Epoch 1836 | loss: 0.0241962 | val_loss: 0.0241476 | Time: 2043.52 ms
[2022-04-11 12:05:42 main:574] : INFO : Epoch 1837 | loss: 0.0241948 | val_loss: 0.0241461 | Time: 2141.04 ms
[2022-04-11 12:05:44 main:574] : INFO : Epoch 1838 | loss: 0.0241941 | val_loss: 0.0241475 | Time: 2069.12 ms
[2022-04-11 12:05:46 main:574] : INFO : Epoch 1839 | loss: 0.0241943 | val_loss: 0.0241516 | Time: 2000.1 ms
[2022-04-11 12:05:48 main:574] : INFO : Epoch 1840 | loss: 0.0241984 | val_loss: 0.0241611 | Time: 2078.29 ms
[2022-04-11 12:05:50 main:574] : INFO : Epoch 1841 | loss: 0.0242016 | val_loss: 0.0241507 | Time: 2022.57 ms
[2022-04-11 12:05:52 main:574] : INFO : Epoch 1842 | loss: 0.0241954 | val_loss: 0.0241449 | Time: 2158.56 ms
[2022-04-11 12:05:54 main:574] : INFO : Epoch 1843 | loss: 0.0241944 | val_loss: 0.024147 | Time: 1924.18 ms
[2022-04-11 12:05:56 main:574] : INFO : Epoch 1844 | loss: 0.024192 | val_loss: 0.0241474 | Time: 1967.43 ms
[2022-04-11 12:05:59 main:574] : INFO : Epoch 1845 | loss: 0.0241933 | val_loss: 0.024146 | Time: 2408.25 ms
[2022-04-11 12:06:01 main:574] : INFO : Epoch 1846 | loss: 0.0241932 | val_loss: 0.0241457 | Time: 2325.66 ms
[2022-04-11 12:06:04 main:574] : INFO : Epoch 1847 | loss: 0.0241925 | val_loss: 0.0241449 | Time: 2307.43 ms
[2022-04-11 12:06:06 main:574] : INFO : Epoch 1848 | loss: 0.0241915 | val_loss: 0.0241445 | Time: 2290.7 ms
[2022-04-11 12:06:08 main:574] : INFO : Epoch 1849 | loss: 0.0241986 | val_loss: 0.0241446 | Time: 2261.74 ms
[2022-04-11 12:06:11 main:574] : INFO : Epoch 1850 | loss: 0.0241948 | val_loss: 0.0241481 | Time: 2311.53 ms
[2022-04-11 12:06:13 main:574] : INFO : Epoch 1851 | loss: 0.0241943 | val_loss: 0.024147 | Time: 2179.93 ms
[2022-04-11 12:06:15 main:574] : INFO : Epoch 1852 | loss: 0.0241941 | val_loss: 0.0241565 | Time: 2073.83 ms
[2022-04-11 12:06:17 main:574] : INFO : Epoch 1853 | loss: 0.0241937 | val_loss: 0.0241455 | Time: 2013.33 ms
[2022-04-11 12:06:19 main:574] : INFO : Epoch 1854 | loss: 0.0241933 | val_loss: 0.0241461 | Time: 2005.87 ms
[2022-04-11 12:06:21 main:574] : INFO : Epoch 1855 | loss: 0.0241955 | val_loss: 0.0241479 | Time: 2025.94 ms
[2022-04-11 12:06:23 main:574] : INFO : Epoch 1856 | loss: 0.0241949 | val_loss: 0.0241464 | Time: 2081.82 ms
[2022-04-11 12:06:25 main:574] : INFO : Epoch 1857 | loss: 0.0241944 | val_loss: 0.0241521 | Time: 1942.6 ms
[2022-04-11 12:06:27 main:574] : INFO : Epoch 1858 | loss: 0.0241978 | val_loss: 0.024147 | Time: 2103.28 ms
[2022-04-11 12:06:30 main:574] : INFO : Epoch 1859 | loss: 0.0241955 | val_loss: 0.0241478 | Time: 2093.52 ms
[2022-04-11 12:06:32 main:574] : INFO : Epoch 1860 | loss: 0.0241928 | val_loss: 0.0241466 | Time: 2161.22 ms
[2022-04-11 12:06:34 main:574] : INFO : Epoch 1861 | loss: 0.0241951 | val_loss: 0.0241474 | Time: 1950.7 ms
[2022-04-11 12:06:37 main:574] : INFO : Epoch 1862 | loss: 0.0241936 | val_loss: 0.0241461 | Time: 2118.78 ms
[2022-04-11 12:06:39 main:574] : INFO : Epoch 1863 | loss: 0.0241937 | val_loss: 0.0241454 | Time: 2186.45 ms
[2022-04-11 12:06:41 main:574] : INFO : Epoch 1864 | loss: 0.0241987 | val_loss: 0.0241466 | Time: 2004.97 ms
[2022-04-11 12:06:43 main:574] : INFO : Epoch 1865 | loss: 0.024205 | val_loss: 0.024158 | Time: 2030.09 ms
[2022-04-11 12:06:45 main:574] : INFO : Epoch 1866 | loss: 0.0241994 | val_loss: 0.024143 | Time: 1978.51 ms
[2022-04-11 12:06:47 main:574] : INFO : Epoch 1867 | loss: 0.0241935 | val_loss: 0.0241476 | Time: 1892.07 ms
[2022-04-11 12:06:49 main:574] : INFO : Epoch 1868 | loss: 0.0241901 | val_loss: 0.0241433 | Time: 1822.35 ms
[2022-04-11 12:06:51 main:574] : INFO : Epoch 1869 | loss: 0.0241934 | val_loss: 0.0241434 | Time: 1842.51 ms
[2022-04-11 12:06:53 main:574] : INFO : Epoch 1870 | loss: 0.0241976 | val_loss: 0.0241445 | Time: 1840.78 ms
[2022-04-11 12:06:55 main:574] : INFO : Epoch 1871 | loss: 0.0242007 | val_loss: 0.0241417 | Time: 1805.64 ms
[2022-04-11 12:06:57 main:574] : INFO : Epoch 1872 | loss: 0.0241947 | val_loss: 0.024155 | Time: 1823.7 ms
[2022-04-11 12:06:59 main:574] : INFO : Epoch 1873 | loss: 0.0242003 | val_loss: 0.0241671 | Time: 1878.14 ms
[2022-04-11 12:07:01 main:574] : INFO : Epoch 1874 | loss: 0.0242022 | val_loss: 0.0241449 | Time: 1916.78 ms
[2022-04-11 12:07:03 main:574] : INFO : Epoch 1875 | loss: 0.0241945 | val_loss: 0.0241438 | Time: 1888.67 ms
[2022-04-11 12:07:05 main:574] : INFO : Epoch 1876 | loss: 0.0241935 | val_loss: 0.0241434 | Time: 1795.64 ms
[2022-04-11 12:07:07 main:574] : INFO : Epoch 1877 | loss: 0.0241899 | val_loss: 0.0241484 | Time: 1955.65 ms
[2022-04-11 12:07:09 main:574] : INFO : Epoch 1878 | loss: 0.0241919 | val_loss: 0.0241531 | Time: 1836.76 ms
[2022-04-11 12:07:11 main:574] : INFO : Epoch 1879 | loss: 0.0241952 | val_loss: 0.0241446 | Time: 1835.27 ms
[2022-04-11 12:07:13 main:574] : INFO : Epoch 1880 | loss: 0.0241941 | val_loss: 0.0241436 | Time: 1950.82 ms
[2022-04-11 12:07:15 main:574] : INFO : Epoch 1881 | loss: 0.0241911 | val_loss: 0.0241484 | Time: 1929.3 ms
[2022-04-11 12:07:16 main:574] : INFO : Epoch 1882 | loss: 0.0241931 | val_loss: 0.0241417 | Time: 1873.21 ms
[2022-04-11 12:07:18 main:574] : INFO : Epoch 1883 | loss: 0.0241925 | val_loss: 0.0241519 | Time: 1858.78 ms
[2022-04-11 12:07:20 main:574] : INFO : Epoch 1884 | loss: 0.0241916 | val_loss: 0.0241433 | Time: 1861.36 ms
[2022-04-11 12:07:22 main:574] : INFO : Epoch 1885 | loss: 0.0241917 | val_loss: 0.0241464 | Time: 1840.76 ms
[2022-04-11 12:07:24 main:574] : INFO : Epoch 1886 | loss: 0.0241933 | val_loss: 0.0241403 | Time: 1834.17 ms
[2022-04-11 12:07:26 main:574] : INFO : Epoch 1887 | loss: 0.0241915 | val_loss: 0.0241479 | Time: 1810.31 ms
[2022-04-11 12:07:28 main:574] : INFO : Epoch 1888 | loss: 0.0241904 | val_loss: 0.0241445 | Time: 1802.48 ms
[2022-04-11 12:07:30 main:574] : INFO : Epoch 1889 | loss: 0.0241959 | val_loss: 0.0241546 | Time: 1840.99 ms
[2022-04-11 12:07:32 main:574] : INFO : Epoch 1890 | loss: 0.0242003 | val_loss: 0.0241473 | Time: 1880.9 ms
[2022-04-11 12:07:33 main:574] : INFO : Epoch 1891 | loss: 0.0241907 | val_loss: 0.0241467 | Time: 1915.68 ms
[2022-04-11 12:07:35 main:574] : INFO : Epoch 1892 | loss: 0.0241897 | val_loss: 0.0241399 | Time: 1809.81 ms
[2022-04-11 12:07:37 main:574] : INFO : Epoch 1893 | loss: 0.0241929 | val_loss: 0.0241446 | Time: 1855.49 ms
[2022-04-11 12:07:39 main:574] : INFO : Epoch 1894 | loss: 0.0241913 | val_loss: 0.0241428 | Time: 1812.28 ms
[2022-04-11 12:07:41 main:574] : INFO : Epoch 1895 | loss: 0.024203 | val_loss: 0.024163 | Time: 1838.95 ms
[2022-04-11 12:07:43 main:574] : INFO : Epoch 1896 | loss: 0.0241961 | val_loss: 0.0241488 | Time: 1845.69 ms
[2022-04-11 12:07:45 main:574] : INFO : Epoch 1897 | loss: 0.0241917 | val_loss: 0.024142 | Time: 1860.4 ms
[2022-04-11 12:07:47 main:574] : INFO : Epoch 1898 | loss: 0.0241913 | val_loss: 0.0241504 | Time: 1890.03 ms
[2022-04-11 12:07:49 main:574] : INFO : Epoch 1899 | loss: 0.0241985 | val_loss: 0.0241493 | Time: 1890.42 ms
[2022-04-11 12:07:51 main:574] : INFO : Epoch 1900 | loss: 0.0241926 | val_loss: 0.0241434 | Time: 1941.78 ms
[2022-04-11 12:07:53 main:574] : INFO : Epoch 1901 | loss: 0.0241921 | val_loss: 0.0241517 | Time: 1892 ms
[2022-04-11 12:07:55 main:574] : INFO : Epoch 1902 | loss: 0.0241948 | val_loss: 0.0241421 | Time: 1881.72 ms
[2022-04-11 12:07:57 main:574] : INFO : Epoch 1903 | loss: 0.0241891 | val_loss: 0.0241422 | Time: 1968.75 ms
[2022-04-11 12:07:59 main:574] : INFO : Epoch 1904 | loss: 0.0241922 | val_loss: 0.0241531 | Time: 1840.18 ms
[2022-04-11 12:08:01 main:574] : INFO : Epoch 1905 | loss: 0.0241932 | val_loss: 0.0241483 | Time: 1951.7 ms
[2022-04-11 12:08:03 main:574] : INFO : Epoch 1906 | loss: 0.0241909 | val_loss: 0.024143 | Time: 1956.3 ms
[2022-04-11 12:08:05 main:574] : INFO : Epoch 1907 | loss: 0.0241903 | val_loss: 0.0241414 | Time: 1841.93 ms
[2022-04-11 12:08:07 main:574] : INFO : Epoch 1908 | loss: 0.0241965 | val_loss: 0.0241473 | Time: 1825.41 ms
[2022-04-11 12:08:09 main:574] : INFO : Epoch 1909 | loss: 0.0241917 | val_loss: 0.0241449 | Time: 1941.92 ms
[2022-04-11 12:08:11 main:574] : INFO : Epoch 1910 | loss: 0.0241904 | val_loss: 0.0241409 | Time: 1794.07 ms
[2022-04-11 12:08:12 main:574] : INFO : Epoch 1911 | loss: 0.0241938 | val_loss: 0.0241456 | Time: 1821.34 ms
[2022-04-11 12:08:14 main:574] : INFO : Epoch 1912 | loss: 0.0241953 | val_loss: 0.0241465 | Time: 1860.89 ms
[2022-04-11 12:08:16 main:574] : INFO : Epoch 1913 | loss: 0.0241938 | val_loss: 0.0241434 | Time: 1872.26 ms
[2022-04-11 12:08:18 main:574] : INFO : Epoch 1914 | loss: 0.0241918 | val_loss: 0.0241441 | Time: 1814.3 ms
[2022-04-11 12:08:20 main:574] : INFO : Epoch 1915 | loss: 0.0241919 | val_loss: 0.0241412 | Time: 1864.1 ms
[2022-04-11 12:08:22 main:574] : INFO : Epoch 1916 | loss: 0.0241922 | val_loss: 0.0241455 | Time: 1871.6 ms
[2022-04-11 12:08:24 main:574] : INFO : Epoch 1917 | loss: 0.0241947 | val_loss: 0.0241462 | Time: 1877.83 ms
[2022-04-11 12:08:26 main:574] : INFO : Epoch 1918 | loss: 0.0241946 | val_loss: 0.0241493 | Time: 1787.66 ms
[2022-04-11 12:08:28 main:574] : INFO : Epoch 1919 | loss: 0.0241907 | val_loss: 0.0241413 | Time: 1814.57 ms
[2022-04-11 12:08:30 main:574] : INFO : Epoch 1920 | loss: 0.0242116 | val_loss: 0.0241612 | Time: 1847.11 ms
[2022-04-11 12:08:31 main:574] : INFO : Epoch 1921 | loss: 0.0243159 | val_loss: 0.0241826 | Time: 1842.76 ms
[2022-04-11 12:08:33 main:574] : INFO : Epoch 1922 | loss: 0.0242347 | val_loss: 0.0241606 | Time: 1805.62 ms
[2022-04-11 12:08:35 main:574] : INFO : Epoch 1923 | loss: 0.0242034 | val_loss: 0.0241507 | Time: 1828.07 ms
[2022-04-11 12:08:37 main:574] : INFO : Epoch 1924 | loss: 0.0241928 | val_loss: 0.0241513 | Time: 1841.88 ms
[2022-04-11 12:08:39 main:574] : INFO : Epoch 1925 | loss: 0.0241972 | val_loss: 0.0241451 | Time: 1813.36 ms
[2022-04-11 12:08:41 main:574] : INFO : Epoch 1926 | loss: 0.0241922 | val_loss: 0.0241419 | Time: 1836.67 ms
[2022-04-11 12:08:43 main:574] : INFO : Epoch 1927 | loss: 0.0241918 | val_loss: 0.0241419 | Time: 1803.51 ms
[2022-04-11 12:08:45 main:574] : INFO : Epoch 1928 | loss: 0.0241963 | val_loss: 0.0241745 | Time: 1839.86 ms
[2022-04-11 12:08:47 main:574] : INFO : Epoch 1929 | loss: 0.0242011 | val_loss: 0.0241428 | Time: 1856.07 ms
[2022-04-11 12:08:49 main:574] : INFO : Epoch 1930 | loss: 0.024194 | val_loss: 0.02414 | Time: 2055.51 ms
[2022-04-11 12:08:51 main:574] : INFO : Epoch 1931 | loss: 0.0241886 | val_loss: 0.0241425 | Time: 1847.33 ms
[2022-04-11 12:08:52 main:574] : INFO : Epoch 1932 | loss: 0.0241984 | val_loss: 0.0241511 | Time: 1845.37 ms
[2022-04-11 12:08:54 main:574] : INFO : Epoch 1933 | loss: 0.0241952 | val_loss: 0.0241492 | Time: 1829.87 ms
[2022-04-11 12:08:56 main:574] : INFO : Epoch 1934 | loss: 0.024195 | val_loss: 0.0241415 | Time: 1844.21 ms
[2022-04-11 12:08:58 main:574] : INFO : Epoch 1935 | loss: 0.0241903 | val_loss: 0.0241401 | Time: 1925 ms
[2022-04-11 12:09:00 main:574] : INFO : Epoch 1936 | loss: 0.0241884 | val_loss: 0.0241562 | Time: 1869.62 ms
[2022-04-11 12:09:02 main:574] : INFO : Epoch 1937 | loss: 0.0241914 | val_loss: 0.024141 | Time: 1886.45 ms
[2022-04-11 12:09:04 main:574] : INFO : Epoch 1938 | loss: 0.0242037 | val_loss: 0.0241441 | Time: 1934.33 ms
[2022-04-11 12:09:06 main:574] : INFO : Epoch 1939 | loss: 0.024194 | val_loss: 0.0241419 | Time: 1892.72 ms
[2022-04-11 12:09:08 main:574] : INFO : Epoch 1940 | loss: 0.0241916 | val_loss: 0.0241406 | Time: 1914.82 ms
[2022-04-11 12:09:10 main:574] : INFO : Epoch 1941 | loss: 0.0241889 | val_loss: 0.0241507 | Time: 1838.83 ms
[2022-04-11 12:09:12 main:574] : INFO : Epoch 1942 | loss: 0.0241961 | val_loss: 0.0241633 | Time: 1852.86 ms
[2022-04-11 12:09:14 main:574] : INFO : Epoch 1943 | loss: 0.0241958 | val_loss: 0.0241505 | Time: 1938.88 ms
[2022-04-11 12:09:16 main:574] : INFO : Epoch 1944 | loss: 0.0241889 | val_loss: 0.0241435 | Time: 1822.16 ms
[2022-04-11 12:09:18 main:574] : INFO : Epoch 1945 | loss: 0.0241947 | val_loss: 0.0241485 | Time: 1871.77 ms
[2022-04-11 12:09:20 main:574] : INFO : Epoch 1946 | loss: 0.0241913 | val_loss: 0.0241421 | Time: 1911.59 ms
[2022-04-11 12:09:21 main:574] : INFO : Epoch 1947 | loss: 0.024192 | val_loss: 0.0241655 | Time: 1816.18 ms
[2022-04-11 12:09:23 main:574] : INFO : Epoch 1948 | loss: 0.0241952 | val_loss: 0.0241552 | Time: 1828.66 ms
[2022-04-11 12:09:25 main:574] : INFO : Epoch 1949 | loss: 0.0241985 | val_loss: 0.0241408 | Time: 1872.19 ms
[2022-04-11 12:09:27 main:574] : INFO : Epoch 1950 | loss: 0.0241904 | val_loss: 0.0241428 | Time: 1851.23 ms
[2022-04-11 12:09:29 main:574] : INFO : Epoch 1951 | loss: 0.0241904 | val_loss: 0.0241439 | Time: 1845.03 ms
[2022-04-11 12:09:31 main:574] : INFO : Epoch 1952 | loss: 0.0241894 | val_loss: 0.0241405 | Time: 1838.34 ms
[2022-04-11 12:09:33 main:574] : INFO : Epoch 1953 | loss: 0.0241895 | val_loss: 0.0241398 | Time: 1817.63 ms
[2022-04-11 12:09:35 main:574] : INFO : Epoch 1954 | loss: 0.0241885 | val_loss: 0.0241405 | Time: 1897.81 ms
[2022-04-11 12:09:37 main:574] : INFO : Epoch 1955 | loss: 0.0241889 | val_loss: 0.0241425 | Time: 1811.93 ms
[2022-04-11 12:09:39 main:574] : INFO : Epoch 1956 | loss: 0.024193 | val_loss: 0.0241609 | Time: 1897.73 ms
[2022-04-11 12:09:40 main:574] : INFO : Epoch 1957 | loss: 0.0241919 | val_loss: 0.024147 | Time: 1834.93 ms
[2022-04-11 12:09:42 main:574] : INFO : Epoch 1958 | loss: 0.0241885 | val_loss: 0.0241394 | Time: 1862.79 ms
[2022-04-11 12:09:44 main:574] : INFO : Epoch 1959 | loss: 0.0241889 | val_loss: 0.0241462 | Time: 1818.35 ms
[2022-04-11 12:09:46 main:574] : INFO : Epoch 1960 | loss: 0.0241903 | val_loss: 0.0241488 | Time: 1871.04 ms
[2022-04-11 12:09:48 main:574] : INFO : Epoch 1961 | loss: 0.0241894 | val_loss: 0.0241431 | Time: 1831.4 ms
[2022-04-11 12:09:50 main:574] : INFO : Epoch 1962 | loss: 0.0241892 | val_loss: 0.0241396 | Time: 1993.89 ms
[2022-04-11 12:09:52 main:574] : INFO : Epoch 1963 | loss: 0.0241894 | val_loss: 0.0241441 | Time: 1843.19 ms
[2022-04-11 12:09:54 main:574] : INFO : Epoch 1964 | loss: 0.0241961 | val_loss: 0.0241522 | Time: 1834.85 ms
[2022-04-11 12:09:56 main:574] : INFO : Epoch 1965 | loss: 0.0241965 | val_loss: 0.0241512 | Time: 1812.97 ms
[2022-04-11 12:09:58 main:574] : INFO : Epoch 1966 | loss: 0.0241959 | val_loss: 0.0241399 | Time: 1827.62 ms
[2022-04-11 12:09:59 main:574] : INFO : Epoch 1967 | loss: 0.024193 | val_loss: 0.024142 | Time: 1808.53 ms
[2022-04-11 12:10:01 main:574] : INFO : Epoch 1968 | loss: 0.024189 | val_loss: 0.0241415 | Time: 1862.46 ms
[2022-04-11 12:10:03 main:574] : INFO : Epoch 1969 | loss: 0.02419 | val_loss: 0.0241429 | Time: 1853.95 ms
[2022-04-11 12:10:05 main:574] : INFO : Epoch 1970 | loss: 0.02419 | val_loss: 0.024141 | Time: 2056.7 ms
[2022-04-11 12:10:07 main:574] : INFO : Epoch 1971 | loss: 0.0241911 | val_loss: 0.0241444 | Time: 1899.14 ms
[2022-04-11 12:10:09 main:574] : INFO : Epoch 1972 | loss: 0.0241944 | val_loss: 0.0241435 | Time: 1875.26 ms
[2022-04-11 12:10:11 main:574] : INFO : Epoch 1973 | loss: 0.0241954 | val_loss: 0.0241539 | Time: 2016.2 ms
[2022-04-11 12:10:13 main:574] : INFO : Epoch 1974 | loss: 0.0242043 | val_loss: 0.0241483 | Time: 1853.87 ms
[2022-04-11 12:10:15 main:574] : INFO : Epoch 1975 | loss: 0.0242299 | val_loss: 0.0246265 | Time: 1864.12 ms
[2022-04-11 12:10:17 main:574] : INFO : Epoch 1976 | loss: 0.0245172 | val_loss: 0.0242651 | Time: 1787.72 ms
[2022-04-11 12:10:19 main:574] : INFO : Epoch 1977 | loss: 0.0242706 | val_loss: 0.0241984 | Time: 1939.69 ms
[2022-04-11 12:10:21 main:574] : INFO : Epoch 1978 | loss: 0.0242068 | val_loss: 0.0241455 | Time: 1901.29 ms
[2022-04-11 12:10:23 main:574] : INFO : Epoch 1979 | loss: 0.0241958 | val_loss: 0.0241572 | Time: 1875.73 ms
[2022-04-11 12:10:25 main:574] : INFO : Epoch 1980 | loss: 0.0241936 | val_loss: 0.0241415 | Time: 1811.23 ms
[2022-04-11 12:10:27 main:574] : INFO : Epoch 1981 | loss: 0.0241902 | val_loss: 0.0241413 | Time: 1873.99 ms
[2022-04-11 12:10:29 main:574] : INFO : Epoch 1982 | loss: 0.024206 | val_loss: 0.0241817 | Time: 1876.83 ms
[2022-04-11 12:10:31 main:574] : INFO : Epoch 1983 | loss: 0.0242106 | val_loss: 0.024171 | Time: 1820.6 ms
[2022-04-11 12:10:32 main:574] : INFO : Epoch 1984 | loss: 0.0242027 | val_loss: 0.0241658 | Time: 1820.26 ms
[2022-04-11 12:10:34 main:574] : INFO : Epoch 1985 | loss: 0.0241966 | val_loss: 0.0241469 | Time: 1806.02 ms
[2022-04-11 12:10:36 main:574] : INFO : Epoch 1986 | loss: 0.0241918 | val_loss: 0.0241406 | Time: 1904.01 ms
[2022-04-11 12:10:38 main:574] : INFO : Epoch 1987 | loss: 0.0241885 | val_loss: 0.0241404 | Time: 1816.11 ms
[2022-04-11 12:10:40 main:574] : INFO : Epoch 1988 | loss: 0.0241885 | val_loss: 0.0241407 | Time: 1822.68 ms
[2022-04-11 12:10:42 main:574] : INFO : Epoch 1989 | loss: 0.0241895 | val_loss: 0.0241395 | Time: 1847.67 ms
[2022-04-11 12:10:44 main:574] : INFO : Epoch 1990 | loss: 0.0241904 | val_loss: 0.0241447 | Time: 1824.63 ms
[2022-04-11 12:10:46 main:574] : INFO : Epoch 1991 | loss: 0.0241997 | val_loss: 0.0241765 | Time: 1828.86 ms
[2022-04-11 12:10:48 main:574] : INFO : Epoch 1992 | loss: 0.0242002 | val_loss: 0.0241422 | Time: 1838.5 ms
[2022-04-11 12:10:49 main:574] : INFO : Epoch 1993 | loss: 0.0241928 | val_loss: 0.0241441 | Time: 1800.67 ms
[2022-04-11 12:10:51 main:574] : INFO : Epoch 1994 | loss: 0.0241922 | val_loss: 0.024145 | Time: 1893.44 ms
[2022-04-11 12:10:53 main:574] : INFO : Epoch 1995 | loss: 0.0241962 | val_loss: 0.0241489 | Time: 1900.05 ms
[2022-04-11 12:10:55 main:574] : INFO : Epoch 1996 | loss: 0.0241999 | val_loss: 0.024146 | Time: 1779.84 ms
[2022-04-11 12:10:57 main:574] : INFO : Epoch 1997 | loss: 0.0242015 | val_loss: 0.0241515 | Time: 1850.13 ms
[2022-04-11 12:10:59 main:574] : INFO : Epoch 1998 | loss: 0.0241959 | val_loss: 0.0241518 | Time: 1785.62 ms
[2022-04-11 12:11:01 main:574] : INFO : Epoch 1999 | loss: 0.0241929 | val_loss: 0.024146 | Time: 1850.05 ms
[2022-04-11 12:11:03 main:574] : INFO : Epoch 2000 | loss: 0.0241919 | val_loss: 0.0241556 | Time: 1797.56 ms
[2022-04-11 12:11:05 main:574] : INFO : Epoch 2001 | loss: 0.0241967 | val_loss: 0.0241729 | Time: 1815.92 ms
[2022-04-11 12:11:06 main:574] : INFO : Epoch 2002 | loss: 0.0242116 | val_loss: 0.0241595 | Time: 1845.2 ms
[2022-04-11 12:11:08 main:574] : INFO : Epoch 2003 | loss: 0.0241992 | val_loss: 0.0241542 | Time: 1914.96 ms
[2022-04-11 12:11:10 main:574] : INFO : Epoch 2004 | loss: 0.0241933 | val_loss: 0.0241435 | Time: 1841.74 ms
[2022-04-11 12:11:12 main:574] : INFO : Epoch 2005 | loss: 0.0241902 | val_loss: 0.0241428 | Time: 1908.05 ms
[2022-04-11 12:11:14 main:574] : INFO : Epoch 2006 | loss: 0.0241928 | val_loss: 0.0241414 | Time: 1954.62 ms
[2022-04-11 12:11:16 main:574] : INFO : Epoch 2007 | loss: 0.0241922 | val_loss: 0.0241648 | Time: 1852.86 ms
[2022-04-11 12:11:18 main:574] : INFO : Epoch 2008 | loss: 0.0242058 | val_loss: 0.0241496 | Time: 1912.3 ms
[2022-04-11 12:11:20 main:574] : INFO : Epoch 2009 | loss: 0.0242052 | val_loss: 0.0241579 | Time: 1952.09 ms
[2022-04-11 12:11:22 main:574] : INFO : Epoch 2010 | loss: 0.0241925 | val_loss: 0.0241409 | Time: 1830.97 ms
[2022-04-11 12:11:24 main:574] : INFO : Epoch 2011 | loss: 0.0241934 | val_loss: 0.024146 | Time: 1945.69 ms
[2022-04-11 12:11:26 main:574] : INFO : Epoch 2012 | loss: 0.0241898 | val_loss: 0.0241418 | Time: 1883.88 ms
[2022-04-11 12:11:28 main:574] : INFO : Epoch 2013 | loss: 0.0241962 | val_loss: 0.0241716 | Time: 2120.93 ms
[2022-04-11 12:11:30 main:574] : INFO : Epoch 2014 | loss: 0.0241994 | val_loss: 0.0241493 | Time: 1847.95 ms
[2022-04-11 12:11:32 main:574] : INFO : Epoch 2015 | loss: 0.024192 | val_loss: 0.0241415 | Time: 1843.4 ms
[2022-04-11 12:11:34 main:574] : INFO : Epoch 2016 | loss: 0.0241908 | val_loss: 0.0241502 | Time: 1806.86 ms
[2022-04-11 12:11:36 main:574] : INFO : Epoch 2017 | loss: 0.0241972 | val_loss: 0.0241412 | Time: 1845.4 ms
[2022-04-11 12:11:38 main:574] : INFO : Epoch 2018 | loss: 0.0241905 | val_loss: 0.0241403 | Time: 1885.78 ms
[2022-04-11 12:11:40 main:574] : INFO : Epoch 2019 | loss: 0.024189 | val_loss: 0.024146 | Time: 1945.88 ms
[2022-04-11 12:11:42 main:574] : INFO : Epoch 2020 | loss: 0.0241933 | val_loss: 0.0241441 | Time: 1899.6 ms
[2022-04-11 12:11:44 main:574] : INFO : Epoch 2021 | loss: 0.0241892 | val_loss: 0.0241457 | Time: 1904.62 ms
[2022-04-11 12:11:46 main:574] : INFO : Epoch 2022 | loss: 0.0241926 | val_loss: 0.0241406 | Time: 2025.92 ms
[2022-04-11 12:11:48 main:574] : INFO : Epoch 2023 | loss: 0.0241894 | val_loss: 0.0241428 | Time: 1840.81 ms
[2022-04-11 12:11:49 main:574] : INFO : Epoch 2024 | loss: 0.0241898 | val_loss: 0.0241458 | Time: 1802.44 ms
[2022-04-11 12:11:51 main:574] : INFO : Epoch 2025 | loss: 0.0241893 | val_loss: 0.0241411 | Time: 1831.97 ms
[2022-04-11 12:11:53 main:574] : INFO : Epoch 2026 | loss: 0.0241888 | val_loss: 0.0241488 | Time: 1944.88 ms
[2022-04-11 12:11:55 main:574] : INFO : Epoch 2027 | loss: 0.0241919 | val_loss: 0.0241413 | Time: 1878.84 ms
[2022-04-11 12:11:57 main:574] : INFO : Epoch 2028 | loss: 0.0241891 | val_loss: 0.0241417 | Time: 1960.82 ms
[2022-04-11 12:11:59 main:574] : INFO : Epoch 2029 | loss: 0.0241904 | val_loss: 0.0241406 | Time: 1811.2 ms
[2022-04-11 12:12:01 main:574] : INFO : Epoch 2030 | loss: 0.0241946 | val_loss: 0.0241557 | Time: 1845.68 ms
[2022-04-11 12:12:03 main:574] : INFO : Epoch 2031 | loss: 0.0241917 | val_loss: 0.024147 | Time: 1862.62 ms
[2022-04-11 12:12:05 main:574] : INFO : Epoch 2032 | loss: 0.0241927 | val_loss: 0.0241423 | Time: 1833.34 ms
[2022-04-11 12:12:07 main:574] : INFO : Epoch 2033 | loss: 0.0241911 | val_loss: 0.0241402 | Time: 1893.77 ms
[2022-04-11 12:12:09 main:574] : INFO : Epoch 2034 | loss: 0.0241877 | val_loss: 0.0241455 | Time: 1822 ms
[2022-04-11 12:12:11 main:574] : INFO : Epoch 2035 | loss: 0.0241891 | val_loss: 0.0241408 | Time: 1874.13 ms
[2022-04-11 12:12:13 main:574] : INFO : Epoch 2036 | loss: 0.0241921 | val_loss: 0.0241408 | Time: 1894.54 ms
[2022-04-11 12:12:14 main:574] : INFO : Epoch 2037 | loss: 0.0241889 | val_loss: 0.0241416 | Time: 1839.69 ms
[2022-04-11 12:12:16 main:574] : INFO : Epoch 2038 | loss: 0.0241924 | val_loss: 0.0241404 | Time: 1829.7 ms
[2022-04-11 12:12:18 main:574] : INFO : Epoch 2039 | loss: 0.0241955 | val_loss: 0.0241489 | Time: 1849.29 ms
[2022-04-11 12:12:20 main:574] : INFO : Epoch 2040 | loss: 0.0241913 | val_loss: 0.0241528 | Time: 1974.48 ms
[2022-04-11 12:12:22 main:574] : INFO : Epoch 2041 | loss: 0.0241907 | val_loss: 0.0241402 | Time: 1893.27 ms
[2022-04-11 12:12:24 main:574] : INFO : Epoch 2042 | loss: 0.0241892 | val_loss: 0.0241404 | Time: 1816.69 ms
[2022-04-11 12:12:26 main:574] : INFO : Epoch 2043 | loss: 0.0241887 | val_loss: 0.0241402 | Time: 2093.6 ms
[2022-04-11 12:12:28 main:574] : INFO : Epoch 2044 | loss: 0.0241879 | val_loss: 0.0241398 | Time: 1987.74 ms
[2022-04-11 12:12:30 main:574] : INFO : Epoch 2045 | loss: 0.0241894 | val_loss: 0.024142 | Time: 1845.98 ms
[2022-04-11 12:12:32 main:574] : INFO : Epoch 2046 | loss: 0.0241887 | val_loss: 0.0241401 | Time: 1922.23 ms
[2022-04-11 12:12:34 main:574] : INFO : Epoch 2047 | loss: 0.0241893 | val_loss: 0.0241468 | Time: 1817.33 ms
[2022-04-11 12:12:36 main:574] : INFO : Epoch 2048 | loss: 0.024194 | val_loss: 0.024154 | Time: 1835.93 ms
[2022-04-11 12:12:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.024154
[2022-04-11 12:12:36 main:603] : INFO : Saving end state to config to file
[2022-04-11 12:12:36 main:608] : INFO : Success, exiting..
12:12:36 (36236): 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)