Task 8896708
| Name | ParityModified-1636177687-15991-1_0 |
| Workunit | 6360429 |
| Created | 12 Nov 2021, 11:16:28 UTC |
| Sent | 19 Nov 2021, 4:41:31 UTC |
| Report deadline | 26 Nov 2021, 4:41:31 UTC |
| Received | 19 Nov 2021, 10:17:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16550 |
| Run time | 1 hours 5 min 13 sec |
| CPU time | 1 hours 4 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,141.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.49 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1895.22 ms
[2021-11-19 10:01:13 main:581] : INFO : Epoch 1539 | loss: 0.0311776 | val_loss: 0.031176 | Time: 1899.82 ms
[2021-11-19 10:01:15 main:581] : INFO : Epoch 1540 | loss: 0.0311755 | val_loss: 0.0311764 | Time: 1879.03 ms
[2021-11-19 10:01:17 main:581] : INFO : Epoch 1541 | loss: 0.0311764 | val_loss: 0.031176 | Time: 1862.86 ms
[2021-11-19 10:01:18 main:581] : INFO : Epoch 1542 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 1878.85 ms
[2021-11-19 10:01:20 main:581] : INFO : Epoch 1543 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 1879.54 ms
[2021-11-19 10:01:22 main:581] : INFO : Epoch 1544 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 1876.84 ms
[2021-11-19 10:01:24 main:581] : INFO : Epoch 1545 | loss: 0.0311785 | val_loss: 0.0311849 | Time: 1890.72 ms
[2021-11-19 10:01:26 main:581] : INFO : Epoch 1546 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 1871.34 ms
[2021-11-19 10:01:28 main:581] : INFO : Epoch 1547 | loss: 0.0311763 | val_loss: 0.0311762 | Time: 1913.62 ms
[2021-11-19 10:01:30 main:581] : INFO : Epoch 1548 | loss: 0.0311754 | val_loss: 0.0311771 | Time: 1885.28 ms
[2021-11-19 10:01:32 main:581] : INFO : Epoch 1549 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 1910.13 ms
[2021-11-19 10:01:34 main:581] : INFO : Epoch 1550 | loss: 0.0311766 | val_loss: 0.0311771 | Time: 1890.86 ms
[2021-11-19 10:01:35 main:581] : INFO : Epoch 1551 | loss: 0.0311779 | val_loss: 0.0311761 | Time: 1904.35 ms
[2021-11-19 10:01:37 main:581] : INFO : Epoch 1552 | loss: 0.0311781 | val_loss: 0.0311774 | Time: 1906.11 ms
[2021-11-19 10:01:39 main:581] : INFO : Epoch 1553 | loss: 0.0311775 | val_loss: 0.0311778 | Time: 1888.68 ms
[2021-11-19 10:01:41 main:581] : INFO : Epoch 1554 | loss: 0.031176 | val_loss: 0.0311758 | Time: 1905.38 ms
[2021-11-19 10:01:43 main:581] : INFO : Epoch 1555 | loss: 0.0311757 | val_loss: 0.0311759 | Time: 1893.55 ms
[2021-11-19 10:01:45 main:581] : INFO : Epoch 1556 | loss: 0.0311756 | val_loss: 0.0311761 | Time: 1905.74 ms
[2021-11-19 10:01:47 main:581] : INFO : Epoch 1557 | loss: 0.0311758 | val_loss: 0.0311775 | Time: 1908.7 ms
[2021-11-19 10:01:49 main:581] : INFO : Epoch 1558 | loss: 0.0311767 | val_loss: 0.031176 | Time: 1898.83 ms
[2021-11-19 10:01:51 main:581] : INFO : Epoch 1559 | loss: 0.0311773 | val_loss: 0.0311758 | Time: 1895.6 ms
[2021-11-19 10:01:52 main:581] : INFO : Epoch 1560 | loss: 0.0311788 | val_loss: 0.0311765 | Time: 1875.04 ms
[2021-11-19 10:01:54 main:581] : INFO : Epoch 1561 | loss: 0.0311757 | val_loss: 0.031178 | Time: 1873.43 ms
[2021-11-19 10:01:56 main:581] : INFO : Epoch 1562 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 1883.3 ms
[2021-11-19 10:01:58 main:581] : INFO : Epoch 1563 | loss: 0.0311774 | val_loss: 0.0311788 | Time: 1885.96 ms
[2021-11-19 10:02:00 main:581] : INFO : Epoch 1564 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1907.82 ms
[2021-11-19 10:02:02 main:581] : INFO : Epoch 1565 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 1897.55 ms
[2021-11-19 10:02:04 main:581] : INFO : Epoch 1566 | loss: 0.031176 | val_loss: 0.0311758 | Time: 1892.82 ms
[2021-11-19 10:02:06 main:581] : INFO : Epoch 1567 | loss: 0.0311759 | val_loss: 0.0311775 | Time: 1911.18 ms
[2021-11-19 10:02:08 main:581] : INFO : Epoch 1568 | loss: 0.0311778 | val_loss: 0.0311768 | Time: 1872.92 ms
[2021-11-19 10:02:09 main:581] : INFO : Epoch 1569 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 1880.39 ms
[2021-11-19 10:02:11 main:581] : INFO : Epoch 1570 | loss: 0.0311765 | val_loss: 0.0311774 | Time: 1896.9 ms
[2021-11-19 10:02:13 main:581] : INFO : Epoch 1571 | loss: 0.0311767 | val_loss: 0.0311813 | Time: 1880.56 ms
[2021-11-19 10:02:15 main:581] : INFO : Epoch 1572 | loss: 0.0311795 | val_loss: 0.0311812 | Time: 1894.68 ms
[2021-11-19 10:02:17 main:581] : INFO : Epoch 1573 | loss: 0.0311777 | val_loss: 0.0311781 | Time: 1883.84 ms
[2021-11-19 10:02:19 main:581] : INFO : Epoch 1574 | loss: 0.0311779 | val_loss: 0.0311861 | Time: 1866.4 ms
[2021-11-19 10:02:21 main:581] : INFO : Epoch 1575 | loss: 0.03118 | val_loss: 0.0311832 | Time: 1874.54 ms
[2021-11-19 10:02:23 main:581] : INFO : Epoch 1576 | loss: 0.0311785 | val_loss: 0.031177 | Time: 1881.51 ms
[2021-11-19 10:02:25 main:581] : INFO : Epoch 1577 | loss: 0.0311815 | val_loss: 0.031178 | Time: 1871.3 ms
[2021-11-19 10:02:26 main:581] : INFO : Epoch 1578 | loss: 0.0311777 | val_loss: 0.0311775 | Time: 1914.38 ms
[2021-11-19 10:02:28 main:581] : INFO : Epoch 1579 | loss: 0.0311774 | val_loss: 0.0311758 | Time: 1879.12 ms
[2021-11-19 10:02:30 main:581] : INFO : Epoch 1580 | loss: 0.031176 | val_loss: 0.0311767 | Time: 1881.29 ms
[2021-11-19 10:02:32 main:581] : INFO : Epoch 1581 | loss: 0.0311767 | val_loss: 0.0311764 | Time: 1886.63 ms
[2021-11-19 10:02:34 main:581] : INFO : Epoch 1582 | loss: 0.0311764 | val_loss: 0.0311762 | Time: 1917.59 ms
[2021-11-19 10:02:36 main:581] : INFO : Epoch 1583 | loss: 0.0311764 | val_loss: 0.0311771 | Time: 1904.15 ms
[2021-11-19 10:02:38 main:581] : INFO : Epoch 1584 | loss: 0.0311762 | val_loss: 0.0311775 | Time: 1908.48 ms
[2021-11-19 10:02:40 main:581] : INFO : Epoch 1585 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 1898.34 ms
[2021-11-19 10:02:42 main:581] : INFO : Epoch 1586 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 1893.14 ms
[2021-11-19 10:02:44 main:581] : INFO : Epoch 1587 | loss: 0.0311785 | val_loss: 0.0311853 | Time: 1890.45 ms
[2021-11-19 10:02:45 main:581] : INFO : Epoch 1588 | loss: 0.0311793 | val_loss: 0.0311787 | Time: 1909.75 ms
[2021-11-19 10:02:47 main:581] : INFO : Epoch 1589 | loss: 0.031176 | val_loss: 0.0311758 | Time: 1877.28 ms
[2021-11-19 10:02:49 main:581] : INFO : Epoch 1590 | loss: 0.0311772 | val_loss: 0.031179 | Time: 1899.29 ms
[2021-11-19 10:02:51 main:581] : INFO : Epoch 1591 | loss: 0.0311774 | val_loss: 0.031177 | Time: 1889.03 ms
[2021-11-19 10:02:53 main:581] : INFO : Epoch 1592 | loss: 0.0311761 | val_loss: 0.0311766 | Time: 1888.12 ms
[2021-11-19 10:02:55 main:581] : INFO : Epoch 1593 | loss: 0.0311759 | val_loss: 0.031176 | Time: 1880.38 ms
[2021-11-19 10:02:57 main:581] : INFO : Epoch 1594 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 1893.16 ms
[2021-11-19 10:02:59 main:581] : INFO : Epoch 1595 | loss: 0.0311773 | val_loss: 0.0311763 | Time: 1902.33 ms
[2021-11-19 10:03:01 main:581] : INFO : Epoch 1596 | loss: 0.031178 | val_loss: 0.0311782 | Time: 1918.61 ms
[2021-11-19 10:03:02 main:581] : INFO : Epoch 1597 | loss: 0.0311769 | val_loss: 0.0311757 | Time: 1896.85 ms
[2021-11-19 10:03:04 main:581] : INFO : Epoch 1598 | loss: 0.0311772 | val_loss: 0.0311789 | Time: 1925.11 ms
[2021-11-19 10:03:06 main:581] : INFO : Epoch 1599 | loss: 0.0311784 | val_loss: 0.0311803 | Time: 1900.17 ms
[2021-11-19 10:03:08 main:581] : INFO : Epoch 1600 | loss: 0.031177 | val_loss: 0.0311765 | Time: 1881.25 ms
[2021-11-19 10:03:10 main:581] : INFO : Epoch 1601 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 1895.44 ms
[2021-11-19 10:03:12 main:581] : INFO : Epoch 1602 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1916.74 ms
[2021-11-19 10:03:14 main:581] : INFO : Epoch 1603 | loss: 0.0311765 | val_loss: 0.0311757 | Time: 1896.37 ms
[2021-11-19 10:03:16 main:581] : INFO : Epoch 1604 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 1880.5 ms
[2021-11-19 10:03:18 main:581] : INFO : Epoch 1605 | loss: 0.0311772 | val_loss: 0.0311784 | Time: 1879.86 ms
[2021-11-19 10:03:20 main:581] : INFO : Epoch 1606 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 1881.75 ms
[2021-11-19 10:03:21 main:581] : INFO : Epoch 1607 | loss: 0.0311843 | val_loss: 0.0311793 | Time: 1904.06 ms
[2021-11-19 10:03:23 main:581] : INFO : Epoch 1608 | loss: 0.0311848 | val_loss: 0.0311793 | Time: 1886.9 ms
[2021-11-19 10:03:25 main:581] : INFO : Epoch 1609 | loss: 0.0311859 | val_loss: 0.0311812 | Time: 1898.2 ms
[2021-11-19 10:03:27 main:581] : INFO : Epoch 1610 | loss: 0.0314565 | val_loss: 0.0331382 | Time: 1901.47 ms
[2021-11-19 10:03:29 main:581] : INFO : Epoch 1611 | loss: 0.0618627 | val_loss: 2.53939 | Time: 1899.93 ms
[2021-11-19 10:03:31 main:581] : INFO : Epoch 1612 | loss: 0.262789 | val_loss: 0.090579 | Time: 1872.44 ms
[2021-11-19 10:03:33 main:581] : INFO : Epoch 1613 | loss: 0.0437245 | val_loss: 0.0339593 | Time: 1914.05 ms
[2021-11-19 10:03:35 main:581] : INFO : Epoch 1614 | loss: 0.0343229 | val_loss: 0.0327836 | Time: 1896.25 ms
[2021-11-19 10:03:37 main:581] : INFO : Epoch 1615 | loss: 0.0320836 | val_loss: 0.0316721 | Time: 1896.42 ms
[2021-11-19 10:03:38 main:581] : INFO : Epoch 1616 | loss: 0.0315061 | val_loss: 0.0313656 | Time: 1884.06 ms
[2021-11-19 10:03:40 main:581] : INFO : Epoch 1617 | loss: 0.0313294 | val_loss: 0.0312823 | Time: 1922.98 ms
[2021-11-19 10:03:42 main:581] : INFO : Epoch 1618 | loss: 0.031274 | val_loss: 0.0312506 | Time: 1900.8 ms
[2021-11-19 10:03:44 main:581] : INFO : Epoch 1619 | loss: 0.0312488 | val_loss: 0.031234 | Time: 1878.8 ms
[2021-11-19 10:03:46 main:581] : INFO : Epoch 1620 | loss: 0.0312355 | val_loss: 0.0312237 | Time: 1879.9 ms
[2021-11-19 10:03:48 main:581] : INFO : Epoch 1621 | loss: 0.0312268 | val_loss: 0.0312176 | Time: 1873.36 ms
[2021-11-19 10:03:50 main:581] : INFO : Epoch 1622 | loss: 0.0312212 | val_loss: 0.0312139 | Time: 1900.47 ms
[2021-11-19 10:03:52 main:581] : INFO : Epoch 1623 | loss: 0.0312179 | val_loss: 0.0312116 | Time: 1881.63 ms
[2021-11-19 10:03:54 main:581] : INFO : Epoch 1624 | loss: 0.0312158 | val_loss: 0.0312096 | Time: 1876.96 ms
[2021-11-19 10:03:55 main:581] : INFO : Epoch 1625 | loss: 0.0312138 | val_loss: 0.031208 | Time: 1883.12 ms
[2021-11-19 10:03:57 main:581] : INFO : Epoch 1626 | loss: 0.0312124 | val_loss: 0.0312068 | Time: 1890.85 ms
[2021-11-19 10:03:59 main:581] : INFO : Epoch 1627 | loss: 0.0312109 | val_loss: 0.0312057 | Time: 1893.78 ms
[2021-11-19 10:04:01 main:581] : INFO : Epoch 1628 | loss: 0.0312099 | val_loss: 0.031205 | Time: 1895.5 ms
[2021-11-19 10:04:03 main:581] : INFO : Epoch 1629 | loss: 0.0312089 | val_loss: 0.031204 | Time: 1885.05 ms
[2021-11-19 10:04:05 main:581] : INFO : Epoch 1630 | loss: 0.031208 | val_loss: 0.0312037 | Time: 1889.61 ms
[2021-11-19 10:04:07 main:581] : INFO : Epoch 1631 | loss: 0.0312072 | val_loss: 0.0312025 | Time: 1894.91 ms
[2021-11-19 10:04:09 main:581] : INFO : Epoch 1632 | loss: 0.0312064 | val_loss: 0.0312018 | Time: 1899.41 ms
[2021-11-19 10:04:11 main:581] : INFO : Epoch 1633 | loss: 0.0312056 | val_loss: 0.0312013 | Time: 1887.14 ms
[2021-11-19 10:04:13 main:581] : INFO : Epoch 1634 | loss: 0.0312049 | val_loss: 0.0312006 | Time: 1882.1 ms
[2021-11-19 10:04:14 main:581] : INFO : Epoch 1635 | loss: 0.0312042 | val_loss: 0.0311998 | Time: 1903.99 ms
[2021-11-19 10:04:16 main:581] : INFO : Epoch 1636 | loss: 0.0312036 | val_loss: 0.0311992 | Time: 1896.73 ms
[2021-11-19 10:04:18 main:581] : INFO : Epoch 1637 | loss: 0.031203 | val_loss: 0.0311988 | Time: 1886.35 ms
[2021-11-19 10:04:20 main:581] : INFO : Epoch 1638 | loss: 0.0312021 | val_loss: 0.0311979 | Time: 1894.7 ms
[2021-11-19 10:04:22 main:581] : INFO : Epoch 1639 | loss: 0.0312015 | val_loss: 0.0311974 | Time: 1889.62 ms
[2021-11-19 10:04:24 main:581] : INFO : Epoch 1640 | loss: 0.0312008 | val_loss: 0.031197 | Time: 1888.62 ms
[2021-11-19 10:04:26 main:581] : INFO : Epoch 1641 | loss: 0.0312003 | val_loss: 0.0311964 | Time: 1911.64 ms
[2021-11-19 10:04:28 main:581] : INFO : Epoch 1642 | loss: 0.0311997 | val_loss: 0.0311958 | Time: 1878.05 ms
[2021-11-19 10:04:30 main:581] : INFO : Epoch 1643 | loss: 0.0311992 | val_loss: 0.0311954 | Time: 1878.19 ms
[2021-11-19 10:04:31 main:581] : INFO : Epoch 1644 | loss: 0.0311988 | val_loss: 0.0311952 | Time: 1884.99 ms
[2021-11-19 10:04:33 main:581] : INFO : Epoch 1645 | loss: 0.0311982 | val_loss: 0.0311945 | Time: 1889.32 ms
[2021-11-19 10:04:35 main:581] : INFO : Epoch 1646 | loss: 0.0311976 | val_loss: 0.0311939 | Time: 1896.71 ms
[2021-11-19 10:04:37 main:581] : INFO : Epoch 1647 | loss: 0.0311971 | val_loss: 0.0311935 | Time: 1889.45 ms
[2021-11-19 10:04:39 main:581] : INFO : Epoch 1648 | loss: 0.0311967 | val_loss: 0.0311932 | Time: 1900.05 ms
[2021-11-19 10:04:41 main:581] : INFO : Epoch 1649 | loss: 0.0311963 | val_loss: 0.0311928 | Time: 1907.74 ms
[2021-11-19 10:04:43 main:581] : INFO : Epoch 1650 | loss: 0.0311959 | val_loss: 0.0311922 | Time: 1898.41 ms
[2021-11-19 10:04:45 main:581] : INFO : Epoch 1651 | loss: 0.0311954 | val_loss: 0.0311919 | Time: 1890.9 ms
[2021-11-19 10:04:47 main:581] : INFO : Epoch 1652 | loss: 0.0311949 | val_loss: 0.0311915 | Time: 1903.23 ms
[2021-11-19 10:04:49 main:581] : INFO : Epoch 1653 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 1911.67 ms
[2021-11-19 10:04:50 main:581] : INFO : Epoch 1654 | loss: 0.0311944 | val_loss: 0.0311912 | Time: 1887.77 ms
[2021-11-19 10:04:52 main:581] : INFO : Epoch 1655 | loss: 0.0311938 | val_loss: 0.031191 | Time: 1908.07 ms
[2021-11-19 10:04:54 main:581] : INFO : Epoch 1656 | loss: 0.0311937 | val_loss: 0.0311905 | Time: 1875.89 ms
[2021-11-19 10:04:56 main:581] : INFO : Epoch 1657 | loss: 0.0311931 | val_loss: 0.0311899 | Time: 1884.44 ms
[2021-11-19 10:04:58 main:581] : INFO : Epoch 1658 | loss: 0.0311929 | val_loss: 0.0311896 | Time: 1884.41 ms
[2021-11-19 10:05:00 main:581] : INFO : Epoch 1659 | loss: 0.0311924 | val_loss: 0.0311893 | Time: 1886.88 ms
[2021-11-19 10:05:02 main:581] : INFO : Epoch 1660 | loss: 0.031192 | val_loss: 0.0311889 | Time: 1905.65 ms
[2021-11-19 10:05:04 main:581] : INFO : Epoch 1661 | loss: 0.0311918 | val_loss: 0.0311886 | Time: 1888.8 ms
[2021-11-19 10:05:06 main:581] : INFO : Epoch 1662 | loss: 0.0311916 | val_loss: 0.0311888 | Time: 1918.78 ms
[2021-11-19 10:05:07 main:581] : INFO : Epoch 1663 | loss: 0.0311911 | val_loss: 0.0311881 | Time: 1882.07 ms
[2021-11-19 10:05:09 main:581] : INFO : Epoch 1664 | loss: 0.0311908 | val_loss: 0.0311878 | Time: 1886.37 ms
[2021-11-19 10:05:11 main:581] : INFO : Epoch 1665 | loss: 0.0311906 | val_loss: 0.0311875 | Time: 1901.97 ms
[2021-11-19 10:05:13 main:581] : INFO : Epoch 1666 | loss: 0.0311902 | val_loss: 0.0311875 | Time: 1887.55 ms
[2021-11-19 10:05:15 main:581] : INFO : Epoch 1667 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 1879.57 ms
[2021-11-19 10:05:17 main:581] : INFO : Epoch 1668 | loss: 0.0311897 | val_loss: 0.0311868 | Time: 1879.6 ms
[2021-11-19 10:05:19 main:581] : INFO : Epoch 1669 | loss: 0.0311896 | val_loss: 0.031187 | Time: 1893.24 ms
[2021-11-19 10:05:21 main:581] : INFO : Epoch 1670 | loss: 0.0311894 | val_loss: 0.0311865 | Time: 1880.33 ms
[2021-11-19 10:05:23 main:581] : INFO : Epoch 1671 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 1883.83 ms
[2021-11-19 10:05:24 main:581] : INFO : Epoch 1672 | loss: 0.0311886 | val_loss: 0.0311859 | Time: 1881.91 ms
[2021-11-19 10:05:26 main:581] : INFO : Epoch 1673 | loss: 0.0311882 | val_loss: 0.0311862 | Time: 1886.48 ms
[2021-11-19 10:05:28 main:581] : INFO : Epoch 1674 | loss: 0.0311884 | val_loss: 0.0311856 | Time: 1881.9 ms
[2021-11-19 10:05:30 main:581] : INFO : Epoch 1675 | loss: 0.031188 | val_loss: 0.0311855 | Time: 1879.53 ms
[2021-11-19 10:05:32 main:581] : INFO : Epoch 1676 | loss: 0.0311877 | val_loss: 0.0311852 | Time: 1893.69 ms
[2021-11-19 10:05:34 main:581] : INFO : Epoch 1677 | loss: 0.0311875 | val_loss: 0.031185 | Time: 1895.4 ms
[2021-11-19 10:05:36 main:581] : INFO : Epoch 1678 | loss: 0.0311872 | val_loss: 0.0311857 | Time: 1894.47 ms
[2021-11-19 10:05:38 main:581] : INFO : Epoch 1679 | loss: 0.0311874 | val_loss: 0.0311845 | Time: 1906.77 ms
[2021-11-19 10:05:40 main:581] : INFO : Epoch 1680 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 1909.62 ms
[2021-11-19 10:05:41 main:581] : INFO : Epoch 1681 | loss: 0.0311867 | val_loss: 0.0311841 | Time: 1894.31 ms
[2021-11-19 10:05:43 main:581] : INFO : Epoch 1682 | loss: 0.0311865 | val_loss: 0.0311839 | Time: 1906.77 ms
[2021-11-19 10:05:45 main:581] : INFO : Epoch 1683 | loss: 0.0311862 | val_loss: 0.031184 | Time: 1892.98 ms
[2021-11-19 10:05:47 main:581] : INFO : Epoch 1684 | loss: 0.0311863 | val_loss: 0.0311837 | Time: 1910.36 ms
[2021-11-19 10:05:49 main:581] : INFO : Epoch 1685 | loss: 0.031186 | val_loss: 0.0311838 | Time: 1948.88 ms
[2021-11-19 10:05:51 main:581] : INFO : Epoch 1686 | loss: 0.031186 | val_loss: 0.0311839 | Time: 1976.75 ms
[2021-11-19 10:05:53 main:581] : INFO : Epoch 1687 | loss: 0.0311856 | val_loss: 0.0311834 | Time: 1921.04 ms
[2021-11-19 10:05:55 main:581] : INFO : Epoch 1688 | loss: 0.0311855 | val_loss: 0.0311829 | Time: 1902.21 ms
[2021-11-19 10:05:57 main:581] : INFO : Epoch 1689 | loss: 0.0311851 | val_loss: 0.0311829 | Time: 1880.3 ms
[2021-11-19 10:05:59 main:581] : INFO : Epoch 1690 | loss: 0.031185 | val_loss: 0.0311828 | Time: 1910.52 ms
[2021-11-19 10:06:01 main:581] : INFO : Epoch 1691 | loss: 0.0311851 | val_loss: 0.0311833 | Time: 1900.31 ms
[2021-11-19 10:06:03 main:581] : INFO : Epoch 1692 | loss: 0.0311849 | val_loss: 0.0311827 | Time: 1902.67 ms
[2021-11-19 10:06:04 main:581] : INFO : Epoch 1693 | loss: 0.0311847 | val_loss: 0.0311822 | Time: 1918.62 ms
[2021-11-19 10:06:06 main:581] : INFO : Epoch 1694 | loss: 0.0311842 | val_loss: 0.0311824 | Time: 1931.07 ms
[2021-11-19 10:06:08 main:581] : INFO : Epoch 1695 | loss: 0.0311842 | val_loss: 0.031182 | Time: 1914.78 ms
[2021-11-19 10:06:10 main:581] : INFO : Epoch 1696 | loss: 0.031184 | val_loss: 0.0311819 | Time: 1938.64 ms
[2021-11-19 10:06:12 main:581] : INFO : Epoch 1697 | loss: 0.0311841 | val_loss: 0.031182 | Time: 1921.48 ms
[2021-11-19 10:06:14 main:581] : INFO : Epoch 1698 | loss: 0.0311839 | val_loss: 0.0311819 | Time: 1909.08 ms
[2021-11-19 10:06:16 main:581] : INFO : Epoch 1699 | loss: 0.0311837 | val_loss: 0.0311816 | Time: 1883.7 ms
[2021-11-19 10:06:18 main:581] : INFO : Epoch 1700 | loss: 0.0311835 | val_loss: 0.0311814 | Time: 1875.16 ms
[2021-11-19 10:06:20 main:581] : INFO : Epoch 1701 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 1885.13 ms
[2021-11-19 10:06:22 main:581] : INFO : Epoch 1702 | loss: 0.0311834 | val_loss: 0.0311812 | Time: 1886.15 ms
[2021-11-19 10:06:23 main:581] : INFO : Epoch 1703 | loss: 0.0311833 | val_loss: 0.0311818 | Time: 1889.61 ms
[2021-11-19 10:06:25 main:581] : INFO : Epoch 1704 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 1911.04 ms
[2021-11-19 10:06:27 main:581] : INFO : Epoch 1705 | loss: 0.031183 | val_loss: 0.0311812 | Time: 1884.3 ms
[2021-11-19 10:06:29 main:581] : INFO : Epoch 1706 | loss: 0.0311827 | val_loss: 0.0311809 | Time: 1911.62 ms
[2021-11-19 10:06:31 main:581] : INFO : Epoch 1707 | loss: 0.0311825 | val_loss: 0.0311807 | Time: 1877.58 ms
[2021-11-19 10:06:33 main:581] : INFO : Epoch 1708 | loss: 0.0311825 | val_loss: 0.0311806 | Time: 1892.27 ms
[2021-11-19 10:06:35 main:581] : INFO : Epoch 1709 | loss: 0.0311822 | val_loss: 0.0311806 | Time: 1872.5 ms
[2021-11-19 10:06:37 main:581] : INFO : Epoch 1710 | loss: 0.0311823 | val_loss: 0.0311804 | Time: 1874.87 ms
[2021-11-19 10:06:39 main:581] : INFO : Epoch 1711 | loss: 0.0311822 | val_loss: 0.0311802 | Time: 1897.23 ms
[2021-11-19 10:06:40 main:581] : INFO : Epoch 1712 | loss: 0.0311821 | val_loss: 0.0311809 | Time: 1870.25 ms
[2021-11-19 10:06:42 main:581] : INFO : Epoch 1713 | loss: 0.031182 | val_loss: 0.0311801 | Time: 1894.74 ms
[2021-11-19 10:06:44 main:581] : INFO : Epoch 1714 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 1884.85 ms
[2021-11-19 10:06:46 main:581] : INFO : Epoch 1715 | loss: 0.0311816 | val_loss: 0.0311799 | Time: 1881.61 ms
[2021-11-19 10:06:48 main:581] : INFO : Epoch 1716 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 1880.82 ms
[2021-11-19 10:06:50 main:581] : INFO : Epoch 1717 | loss: 0.0311815 | val_loss: 0.0311799 | Time: 1902.17 ms
[2021-11-19 10:06:52 main:581] : INFO : Epoch 1718 | loss: 0.0311814 | val_loss: 0.03118 | Time: 1936.87 ms
[2021-11-19 10:06:54 main:581] : INFO : Epoch 1719 | loss: 0.0311814 | val_loss: 0.0311796 | Time: 1918.15 ms
[2021-11-19 10:06:56 main:581] : INFO : Epoch 1720 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 1905.63 ms
[2021-11-19 10:06:58 main:581] : INFO : Epoch 1721 | loss: 0.0311812 | val_loss: 0.0311793 | Time: 1896.6 ms
[2021-11-19 10:06:59 main:581] : INFO : Epoch 1722 | loss: 0.0311809 | val_loss: 0.0311793 | Time: 1890.5 ms
[2021-11-19 10:07:01 main:581] : INFO : Epoch 1723 | loss: 0.0311811 | val_loss: 0.0311792 | Time: 1913.68 ms
[2021-11-19 10:07:03 main:581] : INFO : Epoch 1724 | loss: 0.0311811 | val_loss: 0.0311799 | Time: 1887.91 ms
[2021-11-19 10:07:05 main:581] : INFO : Epoch 1725 | loss: 0.031181 | val_loss: 0.0311791 | Time: 1905.22 ms
[2021-11-19 10:07:07 main:581] : INFO : Epoch 1726 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 1894.28 ms
[2021-11-19 10:07:09 main:581] : INFO : Epoch 1727 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 1882.72 ms
[2021-11-19 10:07:11 main:581] : INFO : Epoch 1728 | loss: 0.0311805 | val_loss: 0.0311792 | Time: 1889.45 ms
[2021-11-19 10:07:13 main:581] : INFO : Epoch 1729 | loss: 0.0311806 | val_loss: 0.0311788 | Time: 1886.71 ms
[2021-11-19 10:07:15 main:581] : INFO : Epoch 1730 | loss: 0.0311806 | val_loss: 0.0311789 | Time: 1914.36 ms
[2021-11-19 10:07:17 main:581] : INFO : Epoch 1731 | loss: 0.0311804 | val_loss: 0.0311787 | Time: 1886.66 ms
[2021-11-19 10:07:18 main:581] : INFO : Epoch 1732 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 1884.92 ms
[2021-11-19 10:07:20 main:581] : INFO : Epoch 1733 | loss: 0.0311802 | val_loss: 0.031179 | Time: 1880.64 ms
[2021-11-19 10:07:22 main:581] : INFO : Epoch 1734 | loss: 0.0311802 | val_loss: 0.0311786 | Time: 1879.13 ms
[2021-11-19 10:07:24 main:581] : INFO : Epoch 1735 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 1873.67 ms
[2021-11-19 10:07:26 main:581] : INFO : Epoch 1736 | loss: 0.03118 | val_loss: 0.0311785 | Time: 1884.19 ms
[2021-11-19 10:07:28 main:581] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.031179 | Time: 1903.33 ms
[2021-11-19 10:07:30 main:581] : INFO : Epoch 1738 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 1882.89 ms
[2021-11-19 10:07:32 main:581] : INFO : Epoch 1739 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 1924.4 ms
[2021-11-19 10:07:34 main:581] : INFO : Epoch 1740 | loss: 0.0311798 | val_loss: 0.0311781 | Time: 1884.99 ms
[2021-11-19 10:07:35 main:581] : INFO : Epoch 1741 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 1884.98 ms
[2021-11-19 10:07:37 main:581] : INFO : Epoch 1742 | loss: 0.0311796 | val_loss: 0.0311782 | Time: 1887.31 ms
[2021-11-19 10:07:39 main:581] : INFO : Epoch 1743 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 1900.29 ms
[2021-11-19 10:07:41 main:581] : INFO : Epoch 1744 | loss: 0.0311797 | val_loss: 0.0311786 | Time: 1887.76 ms
[2021-11-19 10:07:43 main:581] : INFO : Epoch 1745 | loss: 0.0311799 | val_loss: 0.0311781 | Time: 1881.64 ms
[2021-11-19 10:07:45 main:581] : INFO : Epoch 1746 | loss: 0.0311797 | val_loss: 0.0311779 | Time: 1893.45 ms
[2021-11-19 10:07:47 main:581] : INFO : Epoch 1747 | loss: 0.0311793 | val_loss: 0.0311784 | Time: 1919.27 ms
[2021-11-19 10:07:49 main:581] : INFO : Epoch 1748 | loss: 0.0311797 | val_loss: 0.0311782 | Time: 1888.74 ms
[2021-11-19 10:07:51 main:581] : INFO : Epoch 1749 | loss: 0.0311804 | val_loss: 0.0311799 | Time: 1897.52 ms
[2021-11-19 10:07:52 main:581] : INFO : Epoch 1750 | loss: 0.0311793 | val_loss: 0.0311777 | Time: 1889.86 ms
[2021-11-19 10:07:54 main:581] : INFO : Epoch 1751 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 1878.75 ms
[2021-11-19 10:07:56 main:581] : INFO : Epoch 1752 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 1909.64 ms
[2021-11-19 10:07:58 main:581] : INFO : Epoch 1753 | loss: 0.0311792 | val_loss: 0.0311781 | Time: 1884.75 ms
[2021-11-19 10:08:00 main:581] : INFO : Epoch 1754 | loss: 0.0311793 | val_loss: 0.0311779 | Time: 1900.17 ms
[2021-11-19 10:08:02 main:581] : INFO : Epoch 1755 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 1885.58 ms
[2021-11-19 10:08:04 main:581] : INFO : Epoch 1756 | loss: 0.0311794 | val_loss: 0.0311776 | Time: 1888.33 ms
[2021-11-19 10:08:06 main:581] : INFO : Epoch 1757 | loss: 0.031179 | val_loss: 0.0311787 | Time: 1917.04 ms
[2021-11-19 10:08:08 main:581] : INFO : Epoch 1758 | loss: 0.0311795 | val_loss: 0.0311777 | Time: 1880.25 ms
[2021-11-19 10:08:09 main:581] : INFO : Epoch 1759 | loss: 0.0311787 | val_loss: 0.0311775 | Time: 1883.07 ms
[2021-11-19 10:08:11 main:581] : INFO : Epoch 1760 | loss: 0.0311786 | val_loss: 0.0311779 | Time: 1894.28 ms
[2021-11-19 10:08:13 main:581] : INFO : Epoch 1761 | loss: 0.0311794 | val_loss: 0.0311775 | Time: 1882.31 ms
[2021-11-19 10:08:15 main:581] : INFO : Epoch 1762 | loss: 0.0311794 | val_loss: 0.0311781 | Time: 1890.1 ms
[2021-11-19 10:08:17 main:581] : INFO : Epoch 1763 | loss: 0.031179 | val_loss: 0.0311771 | Time: 1873.48 ms
[2021-11-19 10:08:19 main:581] : INFO : Epoch 1764 | loss: 0.0311784 | val_loss: 0.0311771 | Time: 1889.05 ms
[2021-11-19 10:08:21 main:581] : INFO : Epoch 1765 | loss: 0.0311783 | val_loss: 0.0311772 | Time: 1898.86 ms
[2021-11-19 10:08:23 main:581] : INFO : Epoch 1766 | loss: 0.0311784 | val_loss: 0.0311792 | Time: 1892.59 ms
[2021-11-19 10:08:25 main:581] : INFO : Epoch 1767 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 1895.61 ms
[2021-11-19 10:08:27 main:581] : INFO : Epoch 1768 | loss: 0.0311783 | val_loss: 0.031177 | Time: 1901 ms
[2021-11-19 10:08:28 main:581] : INFO : Epoch 1769 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 1889.69 ms
[2021-11-19 10:08:30 main:581] : INFO : Epoch 1770 | loss: 0.0311782 | val_loss: 0.0311771 | Time: 1900.43 ms
[2021-11-19 10:08:32 main:581] : INFO : Epoch 1771 | loss: 0.0311781 | val_loss: 0.0311772 | Time: 1896.4 ms
[2021-11-19 10:08:34 main:581] : INFO : Epoch 1772 | loss: 0.031178 | val_loss: 0.0311774 | Time: 1885.57 ms
[2021-11-19 10:08:36 main:581] : INFO : Epoch 1773 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 1893.67 ms
[2021-11-19 10:08:38 main:581] : INFO : Epoch 1774 | loss: 0.0311786 | val_loss: 0.0311771 | Time: 1930.09 ms
[2021-11-19 10:08:40 main:581] : INFO : Epoch 1775 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 1898.43 ms
[2021-11-19 10:08:42 main:581] : INFO : Epoch 1776 | loss: 0.0311779 | val_loss: 0.031177 | Time: 1887.76 ms
[2021-11-19 10:08:44 main:581] : INFO : Epoch 1777 | loss: 0.031178 | val_loss: 0.0311768 | Time: 1901.68 ms
[2021-11-19 10:08:45 main:581] : INFO : Epoch 1778 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1896.51 ms
[2021-11-19 10:08:47 main:581] : INFO : Epoch 1779 | loss: 0.0311779 | val_loss: 0.0311768 | Time: 1911.82 ms
[2021-11-19 10:08:49 main:581] : INFO : Epoch 1780 | loss: 0.0311778 | val_loss: 0.0311769 | Time: 1896.52 ms
[2021-11-19 10:08:51 main:581] : INFO : Epoch 1781 | loss: 0.0311779 | val_loss: 0.031177 | Time: 1897.46 ms
[2021-11-19 10:08:53 main:581] : INFO : Epoch 1782 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1888.57 ms
[2021-11-19 10:08:55 main:581] : INFO : Epoch 1783 | loss: 0.0311788 | val_loss: 0.0311769 | Time: 1900.43 ms
[2021-11-19 10:08:57 main:581] : INFO : Epoch 1784 | loss: 0.0311785 | val_loss: 0.0311766 | Time: 1876.29 ms
[2021-11-19 10:08:59 main:581] : INFO : Epoch 1785 | loss: 0.0311781 | val_loss: 0.0311771 | Time: 1890.32 ms
[2021-11-19 10:09:01 main:581] : INFO : Epoch 1786 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 1892.81 ms
[2021-11-19 10:09:03 main:581] : INFO : Epoch 1787 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1887.67 ms
[2021-11-19 10:09:04 main:581] : INFO : Epoch 1788 | loss: 0.0311775 | val_loss: 0.0311767 | Time: 1915.28 ms
[2021-11-19 10:09:06 main:581] : INFO : Epoch 1789 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 1889.71 ms
[2021-11-19 10:09:08 main:581] : INFO : Epoch 1790 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 1870.61 ms
[2021-11-19 10:09:10 main:581] : INFO : Epoch 1791 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1906.77 ms
[2021-11-19 10:09:12 main:581] : INFO : Epoch 1792 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 1902.42 ms
[2021-11-19 10:09:14 main:581] : INFO : Epoch 1793 | loss: 0.0311778 | val_loss: 0.0311778 | Time: 1876.84 ms
[2021-11-19 10:09:16 main:581] : INFO : Epoch 1794 | loss: 0.0311777 | val_loss: 0.0311765 | Time: 1874.27 ms
[2021-11-19 10:09:18 main:581] : INFO : Epoch 1795 | loss: 0.0311774 | val_loss: 0.0311768 | Time: 1893.66 ms
[2021-11-19 10:09:20 main:581] : INFO : Epoch 1796 | loss: 0.0311775 | val_loss: 0.031179 | Time: 1887.55 ms
[2021-11-19 10:09:21 main:581] : INFO : Epoch 1797 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 1907.44 ms
[2021-11-19 10:09:23 main:581] : INFO : Epoch 1798 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1901.04 ms
[2021-11-19 10:09:25 main:581] : INFO : Epoch 1799 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1884.65 ms
[2021-11-19 10:09:27 main:581] : INFO : Epoch 1800 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 1894.21 ms
[2021-11-19 10:09:29 main:581] : INFO : Epoch 1801 | loss: 0.031177 | val_loss: 0.0311763 | Time: 1895.57 ms
[2021-11-19 10:09:31 main:581] : INFO : Epoch 1802 | loss: 0.0311771 | val_loss: 0.0311766 | Time: 1870.7 ms
[2021-11-19 10:09:33 main:581] : INFO : Epoch 1803 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 1889.78 ms
[2021-11-19 10:09:35 main:581] : INFO : Epoch 1804 | loss: 0.0311777 | val_loss: 0.0311771 | Time: 1923.59 ms
[2021-11-19 10:09:37 main:581] : INFO : Epoch 1805 | loss: 0.0311777 | val_loss: 0.0311777 | Time: 1895.37 ms
[2021-11-19 10:09:39 main:581] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311763 | Time: 1896.44 ms
[2021-11-19 10:09:40 main:581] : INFO : Epoch 1807 | loss: 0.0311772 | val_loss: 0.0311763 | Time: 1913.7 ms
[2021-11-19 10:09:42 main:581] : INFO : Epoch 1808 | loss: 0.0311774 | val_loss: 0.0311767 | Time: 1901.05 ms
[2021-11-19 10:09:44 main:581] : INFO : Epoch 1809 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1906.29 ms
[2021-11-19 10:09:46 main:581] : INFO : Epoch 1810 | loss: 0.0311772 | val_loss: 0.0311762 | Time: 1910.33 ms
[2021-11-19 10:09:48 main:581] : INFO : Epoch 1811 | loss: 0.0311778 | val_loss: 0.0311768 | Time: 1898.05 ms
[2021-11-19 10:09:50 main:581] : INFO : Epoch 1812 | loss: 0.0311772 | val_loss: 0.0311761 | Time: 1913.57 ms
[2021-11-19 10:09:52 main:581] : INFO : Epoch 1813 | loss: 0.031177 | val_loss: 0.0311761 | Time: 1899.99 ms
[2021-11-19 10:09:54 main:581] : INFO : Epoch 1814 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 1877.39 ms
[2021-11-19 10:09:56 main:581] : INFO : Epoch 1815 | loss: 0.031177 | val_loss: 0.0311769 | Time: 1890.83 ms
[2021-11-19 10:09:57 main:581] : INFO : Epoch 1816 | loss: 0.0311769 | val_loss: 0.0311766 | Time: 1869.47 ms
[2021-11-19 10:09:59 main:581] : INFO : Epoch 1817 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 1883.92 ms
[2021-11-19 10:10:01 main:581] : INFO : Epoch 1818 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 1903.01 ms
[2021-11-19 10:10:03 main:581] : INFO : Epoch 1819 | loss: 0.0311773 | val_loss: 0.0311781 | Time: 1890.14 ms
[2021-11-19 10:10:05 main:581] : INFO : Epoch 1820 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 1903.67 ms
[2021-11-19 10:10:07 main:581] : INFO : Epoch 1821 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 1887.69 ms
[2021-11-19 10:10:09 main:581] : INFO : Epoch 1822 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 1886.55 ms
[2021-11-19 10:10:11 main:581] : INFO : Epoch 1823 | loss: 0.0311775 | val_loss: 0.0311775 | Time: 1947.48 ms
[2021-11-19 10:10:13 main:581] : INFO : Epoch 1824 | loss: 0.0311776 | val_loss: 0.0311779 | Time: 1887.93 ms
[2021-11-19 10:10:15 main:581] : INFO : Epoch 1825 | loss: 0.031178 | val_loss: 0.0311789 | Time: 1875.41 ms
[2021-11-19 10:10:16 main:581] : INFO : Epoch 1826 | loss: 0.0311786 | val_loss: 0.0311761 | Time: 1910.57 ms
[2021-11-19 10:10:18 main:581] : INFO : Epoch 1827 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 1880.22 ms
[2021-11-19 10:10:20 main:581] : INFO : Epoch 1828 | loss: 0.0311783 | val_loss: 0.0311763 | Time: 1886.22 ms
[2021-11-19 10:10:22 main:581] : INFO : Epoch 1829 | loss: 0.0311776 | val_loss: 0.0311782 | Time: 1882.67 ms
[2021-11-19 10:10:24 main:581] : INFO : Epoch 1830 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 1865.83 ms
[2021-11-19 10:10:26 main:581] : INFO : Epoch 1831 | loss: 0.0311769 | val_loss: 0.031176 | Time: 1879.34 ms
[2021-11-19 10:10:28 main:581] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 1896.94 ms
[2021-11-19 10:10:30 main:581] : INFO : Epoch 1833 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 1882.21 ms
[2021-11-19 10:10:32 main:581] : INFO : Epoch 1834 | loss: 0.0311766 | val_loss: 0.0311769 | Time: 1883.17 ms
[2021-11-19 10:10:33 main:581] : INFO : Epoch 1835 | loss: 0.0311768 | val_loss: 0.0311762 | Time: 1886.14 ms
[2021-11-19 10:10:35 main:581] : INFO : Epoch 1836 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1911.85 ms
[2021-11-19 10:10:37 main:581] : INFO : Epoch 1837 | loss: 0.0311777 | val_loss: 0.031176 | Time: 1886.35 ms
[2021-11-19 10:10:39 main:581] : INFO : Epoch 1838 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 1891.13 ms
[2021-11-19 10:10:41 main:581] : INFO : Epoch 1839 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 1881.99 ms
[2021-11-19 10:10:43 main:581] : INFO : Epoch 1840 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1896.61 ms
[2021-11-19 10:10:45 main:581] : INFO : Epoch 1841 | loss: 0.0311772 | val_loss: 0.031176 | Time: 1909.6 ms
[2021-11-19 10:10:47 main:581] : INFO : Epoch 1842 | loss: 0.031177 | val_loss: 0.0311761 | Time: 1897.46 ms
[2021-11-19 10:10:49 main:581] : INFO : Epoch 1843 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 1918.91 ms
[2021-11-19 10:10:51 main:581] : INFO : Epoch 1844 | loss: 0.0311765 | val_loss: 0.031176 | Time: 1966.11 ms
[2021-11-19 10:10:52 main:581] : INFO : Epoch 1845 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 1898.88 ms
[2021-11-19 10:10:54 main:581] : INFO : Epoch 1846 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 1899.02 ms
[2021-11-19 10:10:56 main:581] : INFO : Epoch 1847 | loss: 0.0311767 | val_loss: 0.0311763 | Time: 1891.07 ms
[2021-11-19 10:10:58 main:581] : INFO : Epoch 1848 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 1904.25 ms
[2021-11-19 10:11:00 main:581] : INFO : Epoch 1849 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 1881.9 ms
[2021-11-19 10:11:02 main:581] : INFO : Epoch 1850 | loss: 0.0311776 | val_loss: 0.0311769 | Time: 1903.92 ms
[2021-11-19 10:11:04 main:581] : INFO : Epoch 1851 | loss: 0.0311773 | val_loss: 0.0311766 | Time: 1903.65 ms
[2021-11-19 10:11:06 main:581] : INFO : Epoch 1852 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 1908.72 ms
[2021-11-19 10:11:08 main:581] : INFO : Epoch 1853 | loss: 0.0311767 | val_loss: 0.0311776 | Time: 1899.89 ms
[2021-11-19 10:11:10 main:581] : INFO : Epoch 1854 | loss: 0.0311775 | val_loss: 0.0311764 | Time: 1888.46 ms
[2021-11-19 10:11:11 main:581] : INFO : Epoch 1855 | loss: 0.031177 | val_loss: 0.0311765 | Time: 1887.25 ms
[2021-11-19 10:11:13 main:581] : INFO : Epoch 1856 | loss: 0.0311766 | val_loss: 0.0311768 | Time: 1900.9 ms
[2021-11-19 10:11:15 main:581] : INFO : Epoch 1857 | loss: 0.0311775 | val_loss: 0.0311759 | Time: 1892.74 ms
[2021-11-19 10:11:17 main:581] : INFO : Epoch 1858 | loss: 0.0311786 | val_loss: 0.0311765 | Time: 1868.23 ms
[2021-11-19 10:11:19 main:581] : INFO : Epoch 1859 | loss: 0.0311774 | val_loss: 0.0311771 | Time: 1874.55 ms
[2021-11-19 10:11:21 main:581] : INFO : Epoch 1860 | loss: 0.0311769 | val_loss: 0.0311767 | Time: 1880.62 ms
[2021-11-19 10:11:23 main:581] : INFO : Epoch 1861 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 1886.64 ms
[2021-11-19 10:11:25 main:581] : INFO : Epoch 1862 | loss: 0.0311776 | val_loss: 0.0311784 | Time: 1886.23 ms
[2021-11-19 10:11:26 main:581] : INFO : Epoch 1863 | loss: 0.0311775 | val_loss: 0.0311759 | Time: 1859.8 ms
[2021-11-19 10:11:28 main:581] : INFO : Epoch 1864 | loss: 0.0311769 | val_loss: 0.0311761 | Time: 1876.46 ms
[2021-11-19 10:11:30 main:581] : INFO : Epoch 1865 | loss: 0.0311768 | val_loss: 0.0311764 | Time: 1886.84 ms
[2021-11-19 10:11:32 main:581] : INFO : Epoch 1866 | loss: 0.0311776 | val_loss: 0.0311798 | Time: 1887.89 ms
[2021-11-19 10:11:34 main:581] : INFO : Epoch 1867 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 1879.03 ms
[2021-11-19 10:11:36 main:581] : INFO : Epoch 1868 | loss: 0.0311774 | val_loss: 0.0311774 | Time: 1884.27 ms
[2021-11-19 10:11:38 main:581] : INFO : Epoch 1869 | loss: 0.0311769 | val_loss: 0.0311771 | Time: 1884.06 ms
[2021-11-19 10:11:40 main:581] : INFO : Epoch 1870 | loss: 0.0311766 | val_loss: 0.0311772 | Time: 1876.1 ms
[2021-11-19 10:11:42 main:581] : INFO : Epoch 1871 | loss: 0.031178 | val_loss: 0.0311765 | Time: 1891.96 ms
[2021-11-19 10:11:43 main:581] : INFO : Epoch 1872 | loss: 0.0311773 | val_loss: 0.0311764 | Time: 1888.95 ms
[2021-11-19 10:11:45 main:581] : INFO : Epoch 1873 | loss: 0.0311778 | val_loss: 0.0311799 | Time: 1877.91 ms
[2021-11-19 10:11:47 main:581] : INFO : Epoch 1874 | loss: 0.0311785 | val_loss: 0.0311773 | Time: 1918.04 ms
[2021-11-19 10:11:49 main:581] : INFO : Epoch 1875 | loss: 0.031178 | val_loss: 0.0311767 | Time: 1881.91 ms
[2021-11-19 10:11:51 main:581] : INFO : Epoch 1876 | loss: 0.0311775 | val_loss: 0.0311772 | Time: 1900.29 ms
[2021-11-19 10:11:53 main:581] : INFO : Epoch 1877 | loss: 0.0311777 | val_loss: 0.0311784 | Time: 1879.43 ms
[2021-11-19 10:11:55 main:581] : INFO : Epoch 1878 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1895.41 ms
[2021-11-19 10:11:57 main:581] : INFO : Epoch 1879 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 1890.33 ms
[2021-11-19 10:11:59 main:581] : INFO : Epoch 1880 | loss: 0.0311794 | val_loss: 0.0311769 | Time: 1880.29 ms
[2021-11-19 10:12:00 main:581] : INFO : Epoch 1881 | loss: 0.0311773 | val_loss: 0.0311774 | Time: 1882.87 ms
[2021-11-19 10:12:02 main:581] : INFO : Epoch 1882 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 1880.91 ms
[2021-11-19 10:12:04 main:581] : INFO : Epoch 1883 | loss: 0.0311772 | val_loss: 0.0311759 | Time: 1900.52 ms
[2021-11-19 10:12:06 main:581] : INFO : Epoch 1884 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 1869.09 ms
[2021-11-19 10:12:08 main:581] : INFO : Epoch 1885 | loss: 0.0311769 | val_loss: 0.0311789 | Time: 1870.19 ms
[2021-11-19 10:12:10 main:581] : INFO : Epoch 1886 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 1898.16 ms
[2021-11-19 10:12:12 main:581] : INFO : Epoch 1887 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 1894.15 ms
[2021-11-19 10:12:14 main:581] : INFO : Epoch 1888 | loss: 0.0311795 | val_loss: 0.0311757 | Time: 1875.83 ms
[2021-11-19 10:12:16 main:581] : INFO : Epoch 1889 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 1893.02 ms
[2021-11-19 10:12:17 main:581] : INFO : Epoch 1890 | loss: 0.0311783 | val_loss: 0.0311776 | Time: 1894.44 ms
[2021-11-19 10:12:19 main:581] : INFO : Epoch 1891 | loss: 0.031177 | val_loss: 0.0311767 | Time: 1871.63 ms
[2021-11-19 10:12:21 main:581] : INFO : Epoch 1892 | loss: 0.0311776 | val_loss: 0.031179 | Time: 1902.7 ms
[2021-11-19 10:12:23 main:581] : INFO : Epoch 1893 | loss: 0.0311788 | val_loss: 0.0311784 | Time: 1898.22 ms
[2021-11-19 10:12:25 main:581] : INFO : Epoch 1894 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 1890.39 ms
[2021-11-19 10:12:27 main:581] : INFO : Epoch 1895 | loss: 0.0311788 | val_loss: 0.0311758 | Time: 1897.77 ms
[2021-11-19 10:12:29 main:581] : INFO : Epoch 1896 | loss: 0.0311794 | val_loss: 0.0311759 | Time: 1899.01 ms
[2021-11-19 10:12:31 main:581] : INFO : Epoch 1897 | loss: 0.0311779 | val_loss: 0.0311759 | Time: 1901.68 ms
[2021-11-19 10:12:33 main:581] : INFO : Epoch 1898 | loss: 0.0311772 | val_loss: 0.0311759 | Time: 1874.85 ms
[2021-11-19 10:12:34 main:581] : INFO : Epoch 1899 | loss: 0.0311774 | val_loss: 0.0311763 | Time: 1885.21 ms
[2021-11-19 10:12:36 main:581] : INFO : Epoch 1900 | loss: 0.0311769 | val_loss: 0.031176 | Time: 1897.75 ms
[2021-11-19 10:12:38 main:581] : INFO : Epoch 1901 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 1885.14 ms
[2021-11-19 10:12:40 main:581] : INFO : Epoch 1902 | loss: 0.0311798 | val_loss: 0.0311769 | Time: 1890.41 ms
[2021-11-19 10:12:42 main:581] : INFO : Epoch 1903 | loss: 0.0311776 | val_loss: 0.0311759 | Time: 1895.65 ms
[2021-11-19 10:12:44 main:581] : INFO : Epoch 1904 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 1883.63 ms
[2021-11-19 10:12:46 main:581] : INFO : Epoch 1905 | loss: 0.0311773 | val_loss: 0.0311785 | Time: 1885.04 ms
[2021-11-19 10:12:48 main:581] : INFO : Epoch 1906 | loss: 0.0311778 | val_loss: 0.031176 | Time: 1870.94 ms
[2021-11-19 10:12:50 main:581] : INFO : Epoch 1907 | loss: 0.0311784 | val_loss: 0.0311804 | Time: 1871.43 ms
[2021-11-19 10:12:51 main:581] : INFO : Epoch 1908 | loss: 0.0311774 | val_loss: 0.031176 | Time: 1872.06 ms
[2021-11-19 10:12:53 main:581] : INFO : Epoch 1909 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1887.88 ms
[2021-11-19 10:12:55 main:581] : INFO : Epoch 1910 | loss: 0.0311779 | val_loss: 0.0311757 | Time: 1885.03 ms
[2021-11-19 10:12:57 main:581] : INFO : Epoch 1911 | loss: 0.031176 | val_loss: 0.031176 | Time: 1883.29 ms
[2021-11-19 10:12:59 main:581] : INFO : Epoch 1912 | loss: 0.0311776 | val_loss: 0.0311763 | Time: 1874.11 ms
[2021-11-19 10:13:01 main:581] : INFO : Epoch 1913 | loss: 0.0311775 | val_loss: 0.0311771 | Time: 1910.99 ms
[2021-11-19 10:13:03 main:581] : INFO : Epoch 1914 | loss: 0.031178 | val_loss: 0.031176 | Time: 1906.16 ms
[2021-11-19 10:13:05 main:581] : INFO : Epoch 1915 | loss: 0.0311782 | val_loss: 0.0311768 | Time: 1940.7 ms
[2021-11-19 10:13:07 main:581] : INFO : Epoch 1916 | loss: 0.0311774 | val_loss: 0.0311772 | Time: 1924.8 ms
[2021-11-19 10:13:08 main:581] : INFO : Epoch 1917 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 1873.15 ms
[2021-11-19 10:13:10 main:581] : INFO : Epoch 1918 | loss: 0.0311769 | val_loss: 0.031176 | Time: 1901.87 ms
[2021-11-19 10:13:12 main:581] : INFO : Epoch 1919 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 1881.5 ms
[2021-11-19 10:13:14 main:581] : INFO : Epoch 1920 | loss: 0.0311768 | val_loss: 0.0311786 | Time: 1870.09 ms
[2021-11-19 10:13:16 main:581] : INFO : Epoch 1921 | loss: 0.0311782 | val_loss: 0.0311902 | Time: 1881.61 ms
[2021-11-19 10:13:18 main:581] : INFO : Epoch 1922 | loss: 0.0311819 | val_loss: 0.0311769 | Time: 1887.42 ms
[2021-11-19 10:13:20 main:581] : INFO : Epoch 1923 | loss: 0.0311824 | val_loss: 0.0311818 | Time: 1872.54 ms
[2021-11-19 10:13:22 main:581] : INFO : Epoch 1924 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 1892.56 ms
[2021-11-19 10:13:24 main:581] : INFO : Epoch 1925 | loss: 0.0311777 | val_loss: 0.0311758 | Time: 1885.12 ms
[2021-11-19 10:13:25 main:581] : INFO : Epoch 1926 | loss: 0.0311781 | val_loss: 0.0311769 | Time: 1862.58 ms
[2021-11-19 10:13:27 main:581] : INFO : Epoch 1927 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 1877.12 ms
[2021-11-19 10:13:29 main:581] : INFO : Epoch 1928 | loss: 0.0311804 | val_loss: 0.0311771 | Time: 1898.6 ms
[2021-11-19 10:13:31 main:581] : INFO : Epoch 1929 | loss: 0.0311777 | val_loss: 0.0311779 | Time: 1876.99 ms
[2021-11-19 10:13:33 main:581] : INFO : Epoch 1930 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1879.8 ms
[2021-11-19 10:13:35 main:581] : INFO : Epoch 1931 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 1911.84 ms
[2021-11-19 10:13:37 main:581] : INFO : Epoch 1932 | loss: 0.031185 | val_loss: 0.0311826 | Time: 1890.44 ms
[2021-11-19 10:13:39 main:581] : INFO : Epoch 1933 | loss: 0.031185 | val_loss: 0.0311776 | Time: 1886.95 ms
[2021-11-19 10:13:41 main:581] : INFO : Epoch 1934 | loss: 0.0311778 | val_loss: 0.0311775 | Time: 1891.66 ms
[2021-11-19 10:13:42 main:581] : INFO : Epoch 1935 | loss: 0.0311767 | val_loss: 0.0311765 | Time: 1930.07 ms
[2021-11-19 10:13:44 main:581] : INFO : Epoch 1936 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 1919.37 ms
[2021-11-19 10:13:46 main:581] : INFO : Epoch 1937 | loss: 0.031178 | val_loss: 0.0311761 | Time: 1925.28 ms
[2021-11-19 10:13:48 main:581] : INFO : Epoch 1938 | loss: 0.0311771 | val_loss: 0.0311773 | Time: 1911.74 ms
[2021-11-19 10:13:50 main:581] : INFO : Epoch 1939 | loss: 0.0311779 | val_loss: 0.0311789 | Time: 1912.46 ms
[2021-11-19 10:13:52 main:581] : INFO : Epoch 1940 | loss: 0.031178 | val_loss: 0.0311868 | Time: 1880.91 ms
[2021-11-19 10:13:54 main:581] : INFO : Epoch 1941 | loss: 0.0311806 | val_loss: 0.0311765 | Time: 1892.15 ms
[2021-11-19 10:13:56 main:581] : INFO : Epoch 1942 | loss: 0.0311774 | val_loss: 0.0311777 | Time: 1882.53 ms
[2021-11-19 10:13:58 main:581] : INFO : Epoch 1943 | loss: 0.0311799 | val_loss: 0.0311799 | Time: 1879.48 ms
[2021-11-19 10:14:00 main:581] : INFO : Epoch 1944 | loss: 0.0311784 | val_loss: 0.0311772 | Time: 1867.56 ms
[2021-11-19 10:14:01 main:581] : INFO : Epoch 1945 | loss: 0.031177 | val_loss: 0.0311768 | Time: 1902.48 ms
[2021-11-19 10:14:03 main:581] : INFO : Epoch 1946 | loss: 0.0311776 | val_loss: 0.0311793 | Time: 1873.9 ms
[2021-11-19 10:14:05 main:581] : INFO : Epoch 1947 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 1902.86 ms
[2021-11-19 10:14:07 main:581] : INFO : Epoch 1948 | loss: 0.0311788 | val_loss: 0.0311779 | Time: 1874.98 ms
[2021-11-19 10:14:09 main:581] : INFO : Epoch 1949 | loss: 0.0311776 | val_loss: 0.0311789 | Time: 1869.85 ms
[2021-11-19 10:14:11 main:581] : INFO : Epoch 1950 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 1877.73 ms
[2021-11-19 10:14:13 main:581] : INFO : Epoch 1951 | loss: 0.0311782 | val_loss: 0.0311774 | Time: 1860.86 ms
[2021-11-19 10:14:15 main:581] : INFO : Epoch 1952 | loss: 0.0311789 | val_loss: 0.031176 | Time: 1871.23 ms
[2021-11-19 10:14:16 main:581] : INFO : Epoch 1953 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 1877.98 ms
[2021-11-19 10:14:18 main:581] : INFO : Epoch 1954 | loss: 0.0311773 | val_loss: 0.031178 | Time: 1874.28 ms
[2021-11-19 10:14:20 main:581] : INFO : Epoch 1955 | loss: 0.031182 | val_loss: 0.0311841 | Time: 1882.75 ms
[2021-11-19 10:14:22 main:581] : INFO : Epoch 1956 | loss: 0.0311801 | val_loss: 0.0311757 | Time: 1884.87 ms
[2021-11-19 10:14:24 main:581] : INFO : Epoch 1957 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 1869.48 ms
[2021-11-19 10:14:26 main:581] : INFO : Epoch 1958 | loss: 0.0311797 | val_loss: 0.0311778 | Time: 1872.85 ms
[2021-11-19 10:14:28 main:581] : INFO : Epoch 1959 | loss: 0.0311794 | val_loss: 0.031182 | Time: 1881.92 ms
[2021-11-19 10:14:30 main:581] : INFO : Epoch 1960 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 1862.75 ms
[2021-11-19 10:14:31 main:581] : INFO : Epoch 1961 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 1870.6 ms
[2021-11-19 10:14:33 main:581] : INFO : Epoch 1962 | loss: 0.0311803 | val_loss: 0.0311768 | Time: 1869.15 ms
[2021-11-19 10:14:35 main:581] : INFO : Epoch 1963 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 1899.63 ms
[2021-11-19 10:14:37 main:581] : INFO : Epoch 1964 | loss: 0.0311777 | val_loss: 0.031186 | Time: 1877.58 ms
[2021-11-19 10:14:39 main:581] : INFO : Epoch 1965 | loss: 0.0311799 | val_loss: 0.0311785 | Time: 1897.88 ms
[2021-11-19 10:14:41 main:581] : INFO : Epoch 1966 | loss: 0.0311773 | val_loss: 0.0311801 | Time: 1913.49 ms
[2021-11-19 10:14:43 main:581] : INFO : Epoch 1967 | loss: 0.0311779 | val_loss: 0.0311766 | Time: 1892.01 ms
[2021-11-19 10:14:45 main:581] : INFO : Epoch 1968 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 1903.74 ms
[2021-11-19 10:14:47 main:581] : INFO : Epoch 1969 | loss: 0.0311777 | val_loss: 0.0311757 | Time: 1887.23 ms
[2021-11-19 10:14:49 main:581] : INFO : Epoch 1970 | loss: 0.0311774 | val_loss: 0.0311804 | Time: 1904.73 ms
[2021-11-19 10:14:50 main:581] : INFO : Epoch 1971 | loss: 0.0311768 | val_loss: 0.0311759 | Time: 1879.57 ms
[2021-11-19 10:14:52 main:581] : INFO : Epoch 1972 | loss: 0.0311762 | val_loss: 0.0311787 | Time: 1896.09 ms
[2021-11-19 10:14:54 main:581] : INFO : Epoch 1973 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 1890.64 ms
[2021-11-19 10:14:56 main:581] : INFO : Epoch 1974 | loss: 0.0311782 | val_loss: 0.031176 | Time: 1886.91 ms
[2021-11-19 10:14:58 main:581] : INFO : Epoch 1975 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 1866.47 ms
[2021-11-19 10:15:00 main:581] : INFO : Epoch 1976 | loss: 0.0311794 | val_loss: 0.0311758 | Time: 1878.15 ms
[2021-11-19 10:15:02 main:581] : INFO : Epoch 1977 | loss: 0.0311778 | val_loss: 0.0311765 | Time: 1898.9 ms
[2021-11-19 10:15:04 main:581] : INFO : Epoch 1978 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 1887.8 ms
[2021-11-19 10:15:06 main:581] : INFO : Epoch 1979 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1901.58 ms
[2021-11-19 10:15:07 main:581] : INFO : Epoch 1980 | loss: 0.0311781 | val_loss: 0.0311761 | Time: 1926.3 ms
[2021-11-19 10:15:09 main:581] : INFO : Epoch 1981 | loss: 0.031178 | val_loss: 0.0311779 | Time: 1885.74 ms
[2021-11-19 10:15:11 main:581] : INFO : Epoch 1982 | loss: 0.0311764 | val_loss: 0.0311765 | Time: 1893.54 ms
[2021-11-19 10:15:13 main:581] : INFO : Epoch 1983 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 1890.54 ms
[2021-11-19 10:15:15 main:581] : INFO : Epoch 1984 | loss: 0.0311769 | val_loss: 0.0311798 | Time: 1872.06 ms
[2021-11-19 10:15:17 main:581] : INFO : Epoch 1985 | loss: 0.0311782 | val_loss: 0.031179 | Time: 1878.6 ms
[2021-11-19 10:15:19 main:581] : INFO : Epoch 1986 | loss: 0.031181 | val_loss: 0.0311851 | Time: 1874.27 ms
[2021-11-19 10:15:21 main:581] : INFO : Epoch 1987 | loss: 0.0311815 | val_loss: 0.0311765 | Time: 1863.24 ms
[2021-11-19 10:15:22 main:581] : INFO : Epoch 1988 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1889.96 ms
[2021-11-19 10:15:24 main:581] : INFO : Epoch 1989 | loss: 0.0311842 | val_loss: 0.0311885 | Time: 1871.48 ms
[2021-11-19 10:15:26 main:581] : INFO : Epoch 1990 | loss: 0.031184 | val_loss: 0.0311801 | Time: 1871.06 ms
[2021-11-19 10:15:28 main:581] : INFO : Epoch 1991 | loss: 0.0311818 | val_loss: 0.0311782 | Time: 1868.9 ms
[2021-11-19 10:15:30 main:581] : INFO : Epoch 1992 | loss: 0.0311824 | val_loss: 0.0311859 | Time: 1892.8 ms
[2021-11-19 10:15:32 main:581] : INFO : Epoch 1993 | loss: 0.031179 | val_loss: 0.0311769 | Time: 1883.47 ms
[2021-11-19 10:15:34 main:581] : INFO : Epoch 1994 | loss: 0.0311778 | val_loss: 0.0311779 | Time: 1891.12 ms
[2021-11-19 10:15:36 main:581] : INFO : Epoch 1995 | loss: 0.0311812 | val_loss: 0.0311797 | Time: 1888.1 ms
[2021-11-19 10:15:38 main:581] : INFO : Epoch 1996 | loss: 0.0311772 | val_loss: 0.0311774 | Time: 1885.69 ms
[2021-11-19 10:15:39 main:581] : INFO : Epoch 1997 | loss: 0.0311808 | val_loss: 0.0311796 | Time: 1896.99 ms
[2021-11-19 10:15:41 main:581] : INFO : Epoch 1998 | loss: 0.0311787 | val_loss: 0.0311786 | Time: 1900.96 ms
[2021-11-19 10:15:43 main:581] : INFO : Epoch 1999 | loss: 0.0311809 | val_loss: 0.0311833 | Time: 1889.5 ms
[2021-11-19 10:15:45 main:581] : INFO : Epoch 2000 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 1880.23 ms
[2021-11-19 10:15:47 main:581] : INFO : Epoch 2001 | loss: 0.031178 | val_loss: 0.0311767 | Time: 1921.85 ms
[2021-11-19 10:15:49 main:581] : INFO : Epoch 2002 | loss: 0.0311768 | val_loss: 0.0311769 | Time: 1921.13 ms
[2021-11-19 10:15:51 main:581] : INFO : Epoch 2003 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 1941.57 ms
[2021-11-19 10:15:53 main:581] : INFO : Epoch 2004 | loss: 0.0311796 | val_loss: 0.0311906 | Time: 1867.76 ms
[2021-11-19 10:15:55 main:581] : INFO : Epoch 2005 | loss: 0.0311803 | val_loss: 0.0311786 | Time: 1869.53 ms
[2021-11-19 10:15:56 main:581] : INFO : Epoch 2006 | loss: 0.031178 | val_loss: 0.0311769 | Time: 1869.08 ms
[2021-11-19 10:15:58 main:581] : INFO : Epoch 2007 | loss: 0.0311763 | val_loss: 0.0311758 | Time: 1880.36 ms
[2021-11-19 10:16:00 main:581] : INFO : Epoch 2008 | loss: 0.0311782 | val_loss: 0.0311816 | Time: 1880.06 ms
[2021-11-19 10:16:02 main:581] : INFO : Epoch 2009 | loss: 0.0311827 | val_loss: 0.0311798 | Time: 1919.13 ms
[2021-11-19 10:16:04 main:581] : INFO : Epoch 2010 | loss: 0.0311786 | val_loss: 0.0311813 | Time: 1891.38 ms
[2021-11-19 10:16:06 main:581] : INFO : Epoch 2011 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 1887.88 ms
[2021-11-19 10:16:08 main:581] : INFO : Epoch 2012 | loss: 0.0311788 | val_loss: 0.0311757 | Time: 1869.57 ms
[2021-11-19 10:16:10 main:581] : INFO : Epoch 2013 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1884.23 ms
[2021-11-19 10:16:12 main:581] : INFO : Epoch 2014 | loss: 0.0311769 | val_loss: 0.0311757 | Time: 1880.96 ms
[2021-11-19 10:16:13 main:581] : INFO : Epoch 2015 | loss: 0.0311773 | val_loss: 0.0311776 | Time: 1894.58 ms
[2021-11-19 10:16:15 main:581] : INFO : Epoch 2016 | loss: 0.031179 | val_loss: 0.0311793 | Time: 1875.53 ms
[2021-11-19 10:16:17 main:581] : INFO : Epoch 2017 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1889.79 ms
[2021-11-19 10:16:19 main:581] : INFO : Epoch 2018 | loss: 0.0311761 | val_loss: 0.031178 | Time: 1908.4 ms
[2021-11-19 10:16:21 main:581] : INFO : Epoch 2019 | loss: 0.0311778 | val_loss: 0.0311767 | Time: 1876.79 ms
[2021-11-19 10:16:23 main:581] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.0311786 | Time: 1875.4 ms
[2021-11-19 10:16:25 main:581] : INFO : Epoch 2021 | loss: 0.031179 | val_loss: 0.0311871 | Time: 1881.12 ms
[2021-11-19 10:16:27 main:581] : INFO : Epoch 2022 | loss: 0.031181 | val_loss: 0.0311844 | Time: 1878.44 ms
[2021-11-19 10:16:29 main:581] : INFO : Epoch 2023 | loss: 0.0311811 | val_loss: 0.0311774 | Time: 1893.53 ms
[2021-11-19 10:16:30 main:581] : INFO : Epoch 2024 | loss: 0.031179 | val_loss: 0.0311853 | Time: 1882.25 ms
[2021-11-19 10:16:32 main:581] : INFO : Epoch 2025 | loss: 0.0311813 | val_loss: 0.0311773 | Time: 1887.3 ms
[2021-11-19 10:16:34 main:581] : INFO : Epoch 2026 | loss: 0.0311774 | val_loss: 0.0311756 | Time: 1887.88 ms
[2021-11-19 10:16:36 main:581] : INFO : Epoch 2027 | loss: 0.0311772 | val_loss: 0.0311769 | Time: 1886.98 ms
[2021-11-19 10:16:38 main:581] : INFO : Epoch 2028 | loss: 0.0311791 | val_loss: 0.0311776 | Time: 1892.87 ms
[2021-11-19 10:16:40 main:581] : INFO : Epoch 2029 | loss: 0.031177 | val_loss: 0.0311764 | Time: 1886.77 ms
[2021-11-19 10:16:42 main:581] : INFO : Epoch 2030 | loss: 0.0311768 | val_loss: 0.0311761 | Time: 1892.55 ms
[2021-11-19 10:16:44 main:581] : INFO : Epoch 2031 | loss: 0.0311783 | val_loss: 0.0311784 | Time: 1888.45 ms
[2021-11-19 10:16:46 main:581] : INFO : Epoch 2032 | loss: 0.0311813 | val_loss: 0.0311768 | Time: 1911.12 ms
[2021-11-19 10:16:47 main:581] : INFO : Epoch 2033 | loss: 0.0311787 | val_loss: 0.0311762 | Time: 1898.18 ms
[2021-11-19 10:16:49 main:581] : INFO : Epoch 2034 | loss: 0.0311784 | val_loss: 0.0311774 | Time: 1876.98 ms
[2021-11-19 10:16:51 main:581] : INFO : Epoch 2035 | loss: 0.0311786 | val_loss: 0.0311787 | Time: 1883.63 ms
[2021-11-19 10:16:53 main:581] : INFO : Epoch 2036 | loss: 0.0311782 | val_loss: 0.0311761 | Time: 1895.74 ms
[2021-11-19 10:16:55 main:581] : INFO : Epoch 2037 | loss: 0.0311809 | val_loss: 0.0311795 | Time: 1877.22 ms
[2021-11-19 10:16:57 main:581] : INFO : Epoch 2038 | loss: 0.0311777 | val_loss: 0.0311763 | Time: 1890.82 ms
[2021-11-19 10:16:59 main:581] : INFO : Epoch 2039 | loss: 0.0311785 | val_loss: 0.0311765 | Time: 1867.23 ms
[2021-11-19 10:17:01 main:581] : INFO : Epoch 2040 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 1881.05 ms
[2021-11-19 10:17:03 main:581] : INFO : Epoch 2041 | loss: 0.0311762 | val_loss: 0.0311757 | Time: 1904.48 ms
[2021-11-19 10:17:04 main:581] : INFO : Epoch 2042 | loss: 0.0311761 | val_loss: 0.0311774 | Time: 1903.71 ms
[2021-11-19 10:17:06 main:581] : INFO : Epoch 2043 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 1865.6 ms
[2021-11-19 10:17:08 main:581] : INFO : Epoch 2044 | loss: 0.0311764 | val_loss: 0.0311764 | Time: 1880.09 ms
[2021-11-19 10:17:10 main:581] : INFO : Epoch 2045 | loss: 0.0311775 | val_loss: 0.0311778 | Time: 1900.12 ms
[2021-11-19 10:17:12 main:581] : INFO : Epoch 2046 | loss: 0.0311792 | val_loss: 0.031176 | Time: 1891.94 ms
[2021-11-19 10:17:14 main:581] : INFO : Epoch 2047 | loss: 0.0311774 | val_loss: 0.0311819 | Time: 1885.83 ms
[2021-11-19 10:17:16 main:581] : INFO : Epoch 2048 | loss: 0.0311872 | val_loss: 0.0311849 | Time: 1871.94 ms
[2021-11-19 10:17:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311849
[2021-11-19 10:17:16 main:610] : INFO : Saving end state to config to file
[2021-11-19 10:17:16 main:615] : INFO : Success, exiting..
10:17:16 (6861): 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)