Task 10819730
| Name | ParityModified-1639954925-28564-2-0_0 |
| Workunit | 8129697 |
| Created | 16 Jan 2022, 13:12:14 UTC |
| Sent | 4 Feb 2022, 2:47:34 UTC |
| Report deadline | 12 Feb 2022, 2:47:34 UTC |
| Received | 4 Feb 2022, 6:18:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15748 |
| Run time | 2 hours 20 min 18 sec |
| CPU time | 2 hours 17 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,672.42 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.78 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311922 | val_loss: 0.0311915 | Time: 2008.32 ms
[2022-02-04 05:01:04 main:574] : INFO : Epoch 1543 | loss: 0.0311897 | val_loss: 0.0311937 | Time: 2209.71 ms
[2022-02-04 05:01:06 main:574] : INFO : Epoch 1544 | loss: 0.0311897 | val_loss: 0.0311917 | Time: 2229.66 ms
[2022-02-04 05:01:08 main:574] : INFO : Epoch 1545 | loss: 0.0311915 | val_loss: 0.0311969 | Time: 2218.23 ms
[2022-02-04 05:01:09 main:574] : INFO : Epoch 1546 | loss: 0.0311945 | val_loss: 0.0311914 | Time: 1312.4 ms
[2022-02-04 05:01:12 main:574] : INFO : Epoch 1547 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 2039.82 ms
[2022-02-04 05:01:14 main:574] : INFO : Epoch 1548 | loss: 0.0311931 | val_loss: 0.0311991 | Time: 2221.52 ms
[2022-02-04 05:01:16 main:574] : INFO : Epoch 1549 | loss: 0.0311939 | val_loss: 0.0311944 | Time: 2236.57 ms
[2022-02-04 05:01:18 main:574] : INFO : Epoch 1550 | loss: 0.0311908 | val_loss: 0.0311932 | Time: 2221.32 ms
[2022-02-04 05:01:19 main:574] : INFO : Epoch 1551 | loss: 0.03119 | val_loss: 0.0311928 | Time: 1267.19 ms
[2022-02-04 05:01:22 main:574] : INFO : Epoch 1552 | loss: 0.0311907 | val_loss: 0.0311937 | Time: 2078.98 ms
[2022-02-04 05:01:24 main:574] : INFO : Epoch 1553 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 2247.45 ms
[2022-02-04 05:01:26 main:574] : INFO : Epoch 1554 | loss: 0.0311901 | val_loss: 0.0311944 | Time: 2211.06 ms
[2022-02-04 05:01:28 main:574] : INFO : Epoch 1555 | loss: 0.0311904 | val_loss: 0.0311919 | Time: 2231.22 ms
[2022-02-04 05:01:30 main:574] : INFO : Epoch 1556 | loss: 0.0311896 | val_loss: 0.031192 | Time: 1256.54 ms
[2022-02-04 05:01:31 main:574] : INFO : Epoch 1557 | loss: 0.0311902 | val_loss: 0.0311907 | Time: 1977.72 ms
[2022-02-04 05:01:34 main:574] : INFO : Epoch 1558 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 2226.01 ms
[2022-02-04 05:01:36 main:574] : INFO : Epoch 1559 | loss: 0.0311905 | val_loss: 0.0311914 | Time: 2238.63 ms
[2022-02-04 05:01:38 main:574] : INFO : Epoch 1560 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 2246.71 ms
[2022-02-04 05:01:40 main:574] : INFO : Epoch 1561 | loss: 0.0311897 | val_loss: 0.0311933 | Time: 1285.55 ms
[2022-02-04 05:01:42 main:574] : INFO : Epoch 1562 | loss: 0.0311901 | val_loss: 0.0311905 | Time: 2000.11 ms
[2022-02-04 05:01:44 main:574] : INFO : Epoch 1563 | loss: 0.0311889 | val_loss: 0.0311928 | Time: 2226.63 ms
[2022-02-04 05:01:46 main:574] : INFO : Epoch 1564 | loss: 0.0311914 | val_loss: 0.0311975 | Time: 2238.58 ms
[2022-02-04 05:01:48 main:574] : INFO : Epoch 1565 | loss: 0.0311902 | val_loss: 0.0311962 | Time: 2199.93 ms
[2022-02-04 05:01:50 main:574] : INFO : Epoch 1566 | loss: 0.0311928 | val_loss: 0.0311922 | Time: 1367.82 ms
[2022-02-04 05:01:52 main:574] : INFO : Epoch 1567 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 1952.37 ms
[2022-02-04 05:01:54 main:574] : INFO : Epoch 1568 | loss: 0.0311882 | val_loss: 0.0311931 | Time: 2207.2 ms
[2022-02-04 05:01:56 main:574] : INFO : Epoch 1569 | loss: 0.0311888 | val_loss: 0.0311929 | Time: 2306.53 ms
[2022-02-04 05:01:58 main:574] : INFO : Epoch 1570 | loss: 0.0311887 | val_loss: 0.0311939 | Time: 2215.54 ms
[2022-02-04 05:02:00 main:574] : INFO : Epoch 1571 | loss: 0.0311903 | val_loss: 0.0311947 | Time: 1325.88 ms
[2022-02-04 05:02:02 main:574] : INFO : Epoch 1572 | loss: 0.0311919 | val_loss: 0.0311916 | Time: 2064.08 ms
[2022-02-04 05:02:04 main:574] : INFO : Epoch 1573 | loss: 0.0311936 | val_loss: 0.031206 | Time: 2235.35 ms
[2022-02-04 05:02:06 main:574] : INFO : Epoch 1574 | loss: 0.0311931 | val_loss: 0.0311896 | Time: 2288.07 ms
[2022-02-04 05:02:08 main:574] : INFO : Epoch 1575 | loss: 0.0311894 | val_loss: 0.031193 | Time: 2201.02 ms
[2022-02-04 05:02:10 main:574] : INFO : Epoch 1576 | loss: 0.0311899 | val_loss: 0.0311913 | Time: 1322.56 ms
[2022-02-04 05:02:12 main:574] : INFO : Epoch 1577 | loss: 0.0311938 | val_loss: 0.0311902 | Time: 2138.65 ms
[2022-02-04 05:02:14 main:574] : INFO : Epoch 1578 | loss: 0.0311881 | val_loss: 0.0311933 | Time: 2269.9 ms
[2022-02-04 05:02:16 main:574] : INFO : Epoch 1579 | loss: 0.0311912 | val_loss: 0.031195 | Time: 2236.72 ms
[2022-02-04 05:02:18 main:574] : INFO : Epoch 1580 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 2100.16 ms
[2022-02-04 05:02:20 main:574] : INFO : Epoch 1581 | loss: 0.0311958 | val_loss: 0.0311908 | Time: 1382.58 ms
[2022-02-04 05:02:22 main:574] : INFO : Epoch 1582 | loss: 0.0311972 | val_loss: 0.031192 | Time: 2258.02 ms
[2022-02-04 05:02:24 main:574] : INFO : Epoch 1583 | loss: 0.0311912 | val_loss: 0.0311894 | Time: 2273.38 ms
[2022-02-04 05:02:27 main:574] : INFO : Epoch 1584 | loss: 0.0311873 | val_loss: 0.0311895 | Time: 2233.05 ms
[2022-02-04 05:02:29 main:574] : INFO : Epoch 1585 | loss: 0.0311885 | val_loss: 0.0311918 | Time: 2084.07 ms
[2022-02-04 05:02:30 main:574] : INFO : Epoch 1586 | loss: 0.031189 | val_loss: 0.0311892 | Time: 1389.73 ms
[2022-02-04 05:02:32 main:574] : INFO : Epoch 1587 | loss: 0.0311882 | val_loss: 0.0311912 | Time: 2236.35 ms
[2022-02-04 05:02:35 main:574] : INFO : Epoch 1588 | loss: 0.031188 | val_loss: 0.0311887 | Time: 2209.79 ms
[2022-02-04 05:02:37 main:574] : INFO : Epoch 1589 | loss: 0.0311881 | val_loss: 0.0311879 | Time: 2269.68 ms
[2022-02-04 05:02:39 main:574] : INFO : Epoch 1590 | loss: 0.0311891 | val_loss: 0.0311881 | Time: 2026.89 ms
[2022-02-04 05:02:40 main:574] : INFO : Epoch 1591 | loss: 0.0311888 | val_loss: 0.0311918 | Time: 1497.24 ms
[2022-02-04 05:02:43 main:574] : INFO : Epoch 1592 | loss: 0.0311918 | val_loss: 0.0311911 | Time: 2226.91 ms
[2022-02-04 05:02:45 main:574] : INFO : Epoch 1593 | loss: 0.0311893 | val_loss: 0.0311929 | Time: 2339.48 ms
[2022-02-04 05:02:47 main:574] : INFO : Epoch 1594 | loss: 0.0311892 | val_loss: 0.0311899 | Time: 2217.54 ms
[2022-02-04 05:02:49 main:574] : INFO : Epoch 1595 | loss: 0.0311931 | val_loss: 0.0311918 | Time: 1857.59 ms
[2022-02-04 05:02:51 main:574] : INFO : Epoch 1596 | loss: 0.0311928 | val_loss: 0.0311888 | Time: 1528.62 ms
[2022-02-04 05:02:53 main:574] : INFO : Epoch 1597 | loss: 0.0311885 | val_loss: 0.0311888 | Time: 2220.2 ms
[2022-02-04 05:02:55 main:574] : INFO : Epoch 1598 | loss: 0.0311873 | val_loss: 0.0311905 | Time: 2207.55 ms
[2022-02-04 05:02:57 main:574] : INFO : Epoch 1599 | loss: 0.0311898 | val_loss: 0.0311893 | Time: 2260.27 ms
[2022-02-04 05:02:59 main:574] : INFO : Epoch 1600 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 1812.64 ms
[2022-02-04 05:03:01 main:574] : INFO : Epoch 1601 | loss: 0.0311882 | val_loss: 0.0311877 | Time: 1609.41 ms
[2022-02-04 05:03:03 main:574] : INFO : Epoch 1602 | loss: 0.0311877 | val_loss: 0.0311882 | Time: 2254.27 ms
[2022-02-04 05:03:05 main:574] : INFO : Epoch 1603 | loss: 0.031187 | val_loss: 0.0311867 | Time: 2250.37 ms
[2022-02-04 05:03:07 main:574] : INFO : Epoch 1604 | loss: 0.0311877 | val_loss: 0.0311883 | Time: 2218.32 ms
[2022-02-04 05:03:09 main:574] : INFO : Epoch 1605 | loss: 0.0311873 | val_loss: 0.0311916 | Time: 1772.86 ms
[2022-02-04 05:03:11 main:574] : INFO : Epoch 1606 | loss: 0.0311882 | val_loss: 0.0311864 | Time: 1625.75 ms
[2022-02-04 05:03:13 main:574] : INFO : Epoch 1607 | loss: 0.0311866 | val_loss: 0.0311872 | Time: 2243.09 ms
[2022-02-04 05:03:15 main:574] : INFO : Epoch 1608 | loss: 0.0311871 | val_loss: 0.0311914 | Time: 2222.84 ms
[2022-02-04 05:03:18 main:574] : INFO : Epoch 1609 | loss: 0.031191 | val_loss: 0.0311967 | Time: 2211.78 ms
[2022-02-04 05:03:19 main:574] : INFO : Epoch 1610 | loss: 0.0311948 | val_loss: 0.0311914 | Time: 1769.05 ms
[2022-02-04 05:03:21 main:574] : INFO : Epoch 1611 | loss: 0.0311956 | val_loss: 0.0311913 | Time: 1665.2 ms
[2022-02-04 05:03:23 main:574] : INFO : Epoch 1612 | loss: 0.0311881 | val_loss: 0.031194 | Time: 2212.7 ms
[2022-02-04 05:03:25 main:574] : INFO : Epoch 1613 | loss: 0.0311887 | val_loss: 0.0311897 | Time: 2228.81 ms
[2022-02-04 05:03:28 main:574] : INFO : Epoch 1614 | loss: 0.0311912 | val_loss: 0.0311892 | Time: 2223.58 ms
[2022-02-04 05:03:29 main:574] : INFO : Epoch 1615 | loss: 0.0311907 | val_loss: 0.0311942 | Time: 1698.78 ms
[2022-02-04 05:03:31 main:574] : INFO : Epoch 1616 | loss: 0.0311878 | val_loss: 0.0311868 | Time: 1882.05 ms
[2022-02-04 05:03:33 main:574] : INFO : Epoch 1617 | loss: 0.0311861 | val_loss: 0.031186 | Time: 2223.77 ms
[2022-02-04 05:03:36 main:574] : INFO : Epoch 1618 | loss: 0.0311863 | val_loss: 0.0311857 | Time: 2242.03 ms
[2022-02-04 05:03:38 main:574] : INFO : Epoch 1619 | loss: 0.0311855 | val_loss: 0.0311854 | Time: 2178.5 ms
[2022-02-04 05:03:39 main:574] : INFO : Epoch 1620 | loss: 0.0311854 | val_loss: 0.0311853 | Time: 1598.8 ms
[2022-02-04 05:03:41 main:574] : INFO : Epoch 1621 | loss: 0.031186 | val_loss: 0.0311864 | Time: 1815.66 ms
[2022-02-04 05:03:44 main:574] : INFO : Epoch 1622 | loss: 0.0311885 | val_loss: 0.0311904 | Time: 2296.13 ms
[2022-02-04 05:03:46 main:574] : INFO : Epoch 1623 | loss: 0.0311889 | val_loss: 0.031197 | Time: 2243.92 ms
[2022-02-04 05:03:48 main:574] : INFO : Epoch 1624 | loss: 0.0311898 | val_loss: 0.031185 | Time: 2222.73 ms
[2022-02-04 05:03:50 main:574] : INFO : Epoch 1625 | loss: 0.0311852 | val_loss: 0.0311855 | Time: 1477.51 ms
[2022-02-04 05:03:51 main:574] : INFO : Epoch 1626 | loss: 0.031185 | val_loss: 0.0311877 | Time: 1756.18 ms
[2022-02-04 05:03:54 main:574] : INFO : Epoch 1627 | loss: 0.0311859 | val_loss: 0.031186 | Time: 2228.52 ms
[2022-02-04 05:03:56 main:574] : INFO : Epoch 1628 | loss: 0.0311858 | val_loss: 0.0311863 | Time: 2219.54 ms
[2022-02-04 05:03:58 main:574] : INFO : Epoch 1629 | loss: 0.0311864 | val_loss: 0.0311877 | Time: 2241.59 ms
[2022-02-04 05:04:00 main:574] : INFO : Epoch 1630 | loss: 0.0311864 | val_loss: 0.0311858 | Time: 1558.79 ms
[2022-02-04 05:04:01 main:574] : INFO : Epoch 1631 | loss: 0.0311865 | val_loss: 0.0311867 | Time: 1855.31 ms
[2022-02-04 05:04:04 main:574] : INFO : Epoch 1632 | loss: 0.031186 | val_loss: 0.0311882 | Time: 2209.72 ms
[2022-02-04 05:04:06 main:574] : INFO : Epoch 1633 | loss: 0.0311857 | val_loss: 0.031186 | Time: 2227.82 ms
[2022-02-04 05:04:08 main:574] : INFO : Epoch 1634 | loss: 0.0311846 | val_loss: 0.0311893 | Time: 2218.63 ms
[2022-02-04 05:04:10 main:574] : INFO : Epoch 1635 | loss: 0.031186 | val_loss: 0.0311892 | Time: 1500 ms
[2022-02-04 05:04:11 main:574] : INFO : Epoch 1636 | loss: 0.031185 | val_loss: 0.0311863 | Time: 1818.43 ms
[2022-02-04 05:04:14 main:574] : INFO : Epoch 1637 | loss: 0.0311846 | val_loss: 0.0311857 | Time: 2212.57 ms
[2022-02-04 05:04:16 main:574] : INFO : Epoch 1638 | loss: 0.0311842 | val_loss: 0.0311857 | Time: 2222.26 ms
[2022-02-04 05:04:18 main:574] : INFO : Epoch 1639 | loss: 0.0311832 | val_loss: 0.0311878 | Time: 2204.02 ms
[2022-02-04 05:04:20 main:574] : INFO : Epoch 1640 | loss: 0.031184 | val_loss: 0.0311852 | Time: 1490.63 ms
[2022-02-04 05:04:21 main:574] : INFO : Epoch 1641 | loss: 0.0311846 | val_loss: 0.0311863 | Time: 1826.33 ms
[2022-02-04 05:04:24 main:574] : INFO : Epoch 1642 | loss: 0.0311837 | val_loss: 0.0311844 | Time: 2231.41 ms
[2022-02-04 05:04:26 main:574] : INFO : Epoch 1643 | loss: 0.0311832 | val_loss: 0.0311855 | Time: 2215.36 ms
[2022-02-04 05:04:28 main:574] : INFO : Epoch 1644 | loss: 0.0311836 | val_loss: 0.0311848 | Time: 2213.55 ms
[2022-02-04 05:04:30 main:574] : INFO : Epoch 1645 | loss: 0.0311834 | val_loss: 0.0311917 | Time: 1608.55 ms
[2022-02-04 05:04:32 main:574] : INFO : Epoch 1646 | loss: 0.0311865 | val_loss: 0.0311873 | Time: 1854.7 ms
[2022-02-04 05:04:34 main:574] : INFO : Epoch 1647 | loss: 0.0311843 | val_loss: 0.0311846 | Time: 2199.76 ms
[2022-02-04 05:04:36 main:574] : INFO : Epoch 1648 | loss: 0.031184 | val_loss: 0.0311853 | Time: 2245.53 ms
[2022-02-04 05:04:38 main:574] : INFO : Epoch 1649 | loss: 0.0311843 | val_loss: 0.0311847 | Time: 2253.42 ms
[2022-02-04 05:04:40 main:574] : INFO : Epoch 1650 | loss: 0.0311843 | val_loss: 0.0311839 | Time: 1498.43 ms
[2022-02-04 05:04:42 main:574] : INFO : Epoch 1651 | loss: 0.0311849 | val_loss: 0.0311875 | Time: 1955.59 ms
[2022-02-04 05:04:44 main:574] : INFO : Epoch 1652 | loss: 0.0311835 | val_loss: 0.0311857 | Time: 2225.75 ms
[2022-02-04 05:04:46 main:574] : INFO : Epoch 1653 | loss: 0.0311829 | val_loss: 0.0311844 | Time: 2244.44 ms
[2022-02-04 05:04:48 main:574] : INFO : Epoch 1654 | loss: 0.0311836 | val_loss: 0.0311859 | Time: 2244.59 ms
[2022-02-04 05:04:50 main:574] : INFO : Epoch 1655 | loss: 0.0311852 | val_loss: 0.0311887 | Time: 1401.86 ms
[2022-02-04 05:04:52 main:574] : INFO : Epoch 1656 | loss: 0.031187 | val_loss: 0.0311954 | Time: 1979.21 ms
[2022-02-04 05:04:54 main:574] : INFO : Epoch 1657 | loss: 0.0311855 | val_loss: 0.0311841 | Time: 2227.27 ms
[2022-02-04 05:04:56 main:574] : INFO : Epoch 1658 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 2210.02 ms
[2022-02-04 05:04:59 main:574] : INFO : Epoch 1659 | loss: 0.0311875 | val_loss: 0.0311869 | Time: 2239.88 ms
[2022-02-04 05:05:00 main:574] : INFO : Epoch 1660 | loss: 0.0311894 | val_loss: 0.0311845 | Time: 1468.09 ms
[2022-02-04 05:05:02 main:574] : INFO : Epoch 1661 | loss: 0.0311845 | val_loss: 0.0311845 | Time: 2074.22 ms
[2022-02-04 05:05:04 main:574] : INFO : Epoch 1662 | loss: 0.0311836 | val_loss: 0.0311893 | Time: 2230.88 ms
[2022-02-04 05:05:07 main:574] : INFO : Epoch 1663 | loss: 0.0311868 | val_loss: 0.0311849 | Time: 2244.29 ms
[2022-02-04 05:05:09 main:574] : INFO : Epoch 1664 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2180.27 ms
[2022-02-04 05:05:10 main:574] : INFO : Epoch 1665 | loss: 0.0311841 | val_loss: 0.0311844 | Time: 1350.21 ms
[2022-02-04 05:05:12 main:574] : INFO : Epoch 1666 | loss: 0.0311839 | val_loss: 0.0311879 | Time: 2064.83 ms
[2022-02-04 05:05:14 main:574] : INFO : Epoch 1667 | loss: 0.0311877 | val_loss: 0.031184 | Time: 2217.98 ms
[2022-02-04 05:05:17 main:574] : INFO : Epoch 1668 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2316.53 ms
[2022-02-04 05:05:19 main:574] : INFO : Epoch 1669 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2169.45 ms
[2022-02-04 05:05:20 main:574] : INFO : Epoch 1670 | loss: 0.0311821 | val_loss: 0.0311848 | Time: 1288.64 ms
[2022-02-04 05:05:22 main:574] : INFO : Epoch 1671 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 2153.76 ms
[2022-02-04 05:05:25 main:574] : INFO : Epoch 1672 | loss: 0.0311826 | val_loss: 0.0311853 | Time: 2247.34 ms
[2022-02-04 05:05:27 main:574] : INFO : Epoch 1673 | loss: 0.0311818 | val_loss: 0.031184 | Time: 2228.9 ms
[2022-02-04 05:05:29 main:574] : INFO : Epoch 1674 | loss: 0.0311812 | val_loss: 0.0311837 | Time: 2170.59 ms
[2022-02-04 05:05:30 main:574] : INFO : Epoch 1675 | loss: 0.0311826 | val_loss: 0.0311844 | Time: 1276.37 ms
[2022-02-04 05:05:32 main:574] : INFO : Epoch 1676 | loss: 0.0311829 | val_loss: 0.0311852 | Time: 2170.1 ms
[2022-02-04 05:05:35 main:574] : INFO : Epoch 1677 | loss: 0.0311827 | val_loss: 0.0311843 | Time: 2237.82 ms
[2022-02-04 05:05:37 main:574] : INFO : Epoch 1678 | loss: 0.031182 | val_loss: 0.0311833 | Time: 2211.93 ms
[2022-02-04 05:05:39 main:574] : INFO : Epoch 1679 | loss: 0.031182 | val_loss: 0.0311827 | Time: 2196.44 ms
[2022-02-04 05:05:40 main:574] : INFO : Epoch 1680 | loss: 0.0311822 | val_loss: 0.0311844 | Time: 1297.2 ms
[2022-02-04 05:05:43 main:574] : INFO : Epoch 1681 | loss: 0.0311831 | val_loss: 0.0311828 | Time: 2136.66 ms
[2022-02-04 05:05:45 main:574] : INFO : Epoch 1682 | loss: 0.0311844 | val_loss: 0.0311826 | Time: 2228.78 ms
[2022-02-04 05:05:47 main:574] : INFO : Epoch 1683 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 2226.31 ms
[2022-02-04 05:05:49 main:574] : INFO : Epoch 1684 | loss: 0.0311831 | val_loss: 0.031182 | Time: 2146.91 ms
[2022-02-04 05:05:51 main:574] : INFO : Epoch 1685 | loss: 0.0311834 | val_loss: 0.0311869 | Time: 1334.93 ms
[2022-02-04 05:05:53 main:574] : INFO : Epoch 1686 | loss: 0.0311836 | val_loss: 0.0311838 | Time: 2226.23 ms
[2022-02-04 05:05:55 main:574] : INFO : Epoch 1687 | loss: 0.0311828 | val_loss: 0.0311856 | Time: 2225.38 ms
[2022-02-04 05:05:57 main:574] : INFO : Epoch 1688 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 2254.27 ms
[2022-02-04 05:05:59 main:574] : INFO : Epoch 1689 | loss: 0.0311879 | val_loss: 0.0311958 | Time: 2073.15 ms
[2022-02-04 05:06:01 main:574] : INFO : Epoch 1690 | loss: 0.0311852 | val_loss: 0.0311877 | Time: 1413.83 ms
[2022-02-04 05:06:03 main:574] : INFO : Epoch 1691 | loss: 0.0311885 | val_loss: 0.031183 | Time: 2273.84 ms
[2022-02-04 05:06:05 main:574] : INFO : Epoch 1692 | loss: 0.0311861 | val_loss: 0.031183 | Time: 2217.06 ms
[2022-02-04 05:06:07 main:574] : INFO : Epoch 1693 | loss: 0.031183 | val_loss: 0.0311826 | Time: 2262.49 ms
[2022-02-04 05:06:10 main:574] : INFO : Epoch 1694 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 2070.72 ms
[2022-02-04 05:06:11 main:574] : INFO : Epoch 1695 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 1493.39 ms
[2022-02-04 05:06:13 main:574] : INFO : Epoch 1696 | loss: 0.0311821 | val_loss: 0.0311887 | Time: 2227.75 ms
[2022-02-04 05:06:16 main:574] : INFO : Epoch 1697 | loss: 0.0311833 | val_loss: 0.0311863 | Time: 2265.4 ms
[2022-02-04 05:06:18 main:574] : INFO : Epoch 1698 | loss: 0.0311826 | val_loss: 0.0311836 | Time: 2229.59 ms
[2022-02-04 05:06:20 main:574] : INFO : Epoch 1699 | loss: 0.031182 | val_loss: 0.031183 | Time: 1795.93 ms
[2022-02-04 05:06:21 main:574] : INFO : Epoch 1700 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 1525.73 ms
[2022-02-04 05:06:23 main:574] : INFO : Epoch 1701 | loss: 0.0311813 | val_loss: 0.0311832 | Time: 2221.26 ms
[2022-02-04 05:06:26 main:574] : INFO : Epoch 1702 | loss: 0.0311819 | val_loss: 0.0311849 | Time: 2262.14 ms
[2022-02-04 05:06:28 main:574] : INFO : Epoch 1703 | loss: 0.0311812 | val_loss: 0.0311834 | Time: 2236.38 ms
[2022-02-04 05:06:30 main:574] : INFO : Epoch 1704 | loss: 0.0311817 | val_loss: 0.0311862 | Time: 1741.33 ms
[2022-02-04 05:06:31 main:574] : INFO : Epoch 1705 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 1657.16 ms
[2022-02-04 05:06:33 main:574] : INFO : Epoch 1706 | loss: 0.0311812 | val_loss: 0.0311824 | Time: 2210.28 ms
[2022-02-04 05:06:36 main:574] : INFO : Epoch 1707 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2207.13 ms
[2022-02-04 05:06:38 main:574] : INFO : Epoch 1708 | loss: 0.0311797 | val_loss: 0.0311828 | Time: 2272.1 ms
[2022-02-04 05:06:40 main:574] : INFO : Epoch 1709 | loss: 0.0311798 | val_loss: 0.0311827 | Time: 1763.72 ms
[2022-02-04 05:06:42 main:574] : INFO : Epoch 1710 | loss: 0.03118 | val_loss: 0.031183 | Time: 1798.01 ms
[2022-02-04 05:06:44 main:574] : INFO : Epoch 1711 | loss: 0.0311808 | val_loss: 0.031183 | Time: 2239.77 ms
[2022-02-04 05:06:46 main:574] : INFO : Epoch 1712 | loss: 0.0311806 | val_loss: 0.0311834 | Time: 2249.78 ms
[2022-02-04 05:06:48 main:574] : INFO : Epoch 1713 | loss: 0.0311796 | val_loss: 0.0311831 | Time: 2308.51 ms
[2022-02-04 05:06:50 main:574] : INFO : Epoch 1714 | loss: 0.0311802 | val_loss: 0.031183 | Time: 1668.32 ms
[2022-02-04 05:06:52 main:574] : INFO : Epoch 1715 | loss: 0.0311807 | val_loss: 0.031185 | Time: 1887.14 ms
[2022-02-04 05:06:54 main:574] : INFO : Epoch 1716 | loss: 0.0311818 | val_loss: 0.0311829 | Time: 2230.95 ms
[2022-02-04 05:06:56 main:574] : INFO : Epoch 1717 | loss: 0.03118 | val_loss: 0.0311829 | Time: 2212.94 ms
[2022-02-04 05:06:59 main:574] : INFO : Epoch 1718 | loss: 0.0311803 | val_loss: 0.0311833 | Time: 2207.11 ms
[2022-02-04 05:07:00 main:574] : INFO : Epoch 1719 | loss: 0.0311811 | val_loss: 0.0311828 | Time: 1518.8 ms
[2022-02-04 05:07:02 main:574] : INFO : Epoch 1720 | loss: 0.0311799 | val_loss: 0.0311838 | Time: 1832.32 ms
[2022-02-04 05:07:04 main:574] : INFO : Epoch 1721 | loss: 0.0311801 | val_loss: 0.0311827 | Time: 2256.04 ms
[2022-02-04 05:07:06 main:574] : INFO : Epoch 1722 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 2271.95 ms
[2022-02-04 05:07:09 main:574] : INFO : Epoch 1723 | loss: 0.0311813 | val_loss: 0.0311842 | Time: 2268.61 ms
[2022-02-04 05:07:10 main:574] : INFO : Epoch 1724 | loss: 0.031181 | val_loss: 0.0311821 | Time: 1480.05 ms
[2022-02-04 05:07:12 main:574] : INFO : Epoch 1725 | loss: 0.0311792 | val_loss: 0.0311825 | Time: 1935.12 ms
[2022-02-04 05:07:14 main:574] : INFO : Epoch 1726 | loss: 0.03118 | val_loss: 0.0311825 | Time: 2233.99 ms
[2022-02-04 05:07:17 main:574] : INFO : Epoch 1727 | loss: 0.031181 | val_loss: 0.0311832 | Time: 2262.67 ms
[2022-02-04 05:07:19 main:574] : INFO : Epoch 1728 | loss: 0.0311807 | val_loss: 0.0311856 | Time: 2236.61 ms
[2022-02-04 05:07:20 main:574] : INFO : Epoch 1729 | loss: 0.0311812 | val_loss: 0.0311829 | Time: 1398.13 ms
[2022-02-04 05:07:22 main:574] : INFO : Epoch 1730 | loss: 0.0311789 | val_loss: 0.0311835 | Time: 2011.5 ms
[2022-02-04 05:07:25 main:574] : INFO : Epoch 1731 | loss: 0.0311786 | val_loss: 0.0311829 | Time: 2220.61 ms
[2022-02-04 05:07:27 main:574] : INFO : Epoch 1732 | loss: 0.031179 | val_loss: 0.031183 | Time: 2251.7 ms
[2022-02-04 05:07:29 main:574] : INFO : Epoch 1733 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 2230.42 ms
[2022-02-04 05:07:30 main:574] : INFO : Epoch 1734 | loss: 0.031181 | val_loss: 0.0311869 | Time: 1294.69 ms
[2022-02-04 05:07:32 main:574] : INFO : Epoch 1735 | loss: 0.031181 | val_loss: 0.0311888 | Time: 1971.62 ms
[2022-02-04 05:07:35 main:574] : INFO : Epoch 1736 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2260.24 ms
[2022-02-04 05:07:37 main:574] : INFO : Epoch 1737 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 2242.96 ms
[2022-02-04 05:07:39 main:574] : INFO : Epoch 1738 | loss: 0.0311786 | val_loss: 0.0311833 | Time: 2201.28 ms
[2022-02-04 05:07:40 main:574] : INFO : Epoch 1739 | loss: 0.0311794 | val_loss: 0.0311835 | Time: 1290.87 ms
[2022-02-04 05:07:42 main:574] : INFO : Epoch 1740 | loss: 0.0311808 | val_loss: 0.0311878 | Time: 2094.02 ms
[2022-02-04 05:07:45 main:574] : INFO : Epoch 1741 | loss: 0.0311822 | val_loss: 0.0311877 | Time: 2245.91 ms
[2022-02-04 05:07:47 main:574] : INFO : Epoch 1742 | loss: 0.0311807 | val_loss: 0.0311831 | Time: 2300.55 ms
[2022-02-04 05:07:49 main:574] : INFO : Epoch 1743 | loss: 0.0311793 | val_loss: 0.031183 | Time: 2209.15 ms
[2022-02-04 05:07:50 main:574] : INFO : Epoch 1744 | loss: 0.03118 | val_loss: 0.0311877 | Time: 1258.61 ms
[2022-02-04 05:07:53 main:574] : INFO : Epoch 1745 | loss: 0.0311844 | val_loss: 0.0311839 | Time: 2126.2 ms
[2022-02-04 05:07:55 main:574] : INFO : Epoch 1746 | loss: 0.0311855 | val_loss: 0.0311883 | Time: 2250.23 ms
[2022-02-04 05:07:57 main:574] : INFO : Epoch 1747 | loss: 0.0311811 | val_loss: 0.0311829 | Time: 2271.51 ms
[2022-02-04 05:07:59 main:574] : INFO : Epoch 1748 | loss: 0.0311789 | val_loss: 0.0311841 | Time: 2241.4 ms
[2022-02-04 05:08:01 main:574] : INFO : Epoch 1749 | loss: 0.0311796 | val_loss: 0.0311887 | Time: 1350.63 ms
[2022-02-04 05:08:03 main:574] : INFO : Epoch 1750 | loss: 0.0311794 | val_loss: 0.0311859 | Time: 2274.72 ms
[2022-02-04 05:08:05 main:574] : INFO : Epoch 1751 | loss: 0.0311808 | val_loss: 0.0311832 | Time: 2208.9 ms
[2022-02-04 05:08:07 main:574] : INFO : Epoch 1752 | loss: 0.0311792 | val_loss: 0.0311843 | Time: 2210.51 ms
[2022-02-04 05:08:10 main:574] : INFO : Epoch 1753 | loss: 0.0311785 | val_loss: 0.0311838 | Time: 2121.27 ms
[2022-02-04 05:08:11 main:574] : INFO : Epoch 1754 | loss: 0.0311787 | val_loss: 0.0311829 | Time: 1285.06 ms
[2022-02-04 05:08:13 main:574] : INFO : Epoch 1755 | loss: 0.0311782 | val_loss: 0.0311831 | Time: 2218.41 ms
[2022-02-04 05:08:15 main:574] : INFO : Epoch 1756 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 2235.47 ms
[2022-02-04 05:08:18 main:574] : INFO : Epoch 1757 | loss: 0.0311842 | val_loss: 0.0311846 | Time: 2338.27 ms
[2022-02-04 05:08:20 main:574] : INFO : Epoch 1758 | loss: 0.0311813 | val_loss: 0.0311851 | Time: 2084.45 ms
[2022-02-04 05:08:21 main:574] : INFO : Epoch 1759 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 1486.17 ms
[2022-02-04 05:08:24 main:574] : INFO : Epoch 1760 | loss: 0.0311788 | val_loss: 0.0311855 | Time: 2259.61 ms
[2022-02-04 05:08:26 main:574] : INFO : Epoch 1761 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 2253.61 ms
[2022-02-04 05:08:28 main:574] : INFO : Epoch 1762 | loss: 0.0311793 | val_loss: 0.0311838 | Time: 2220.95 ms
[2022-02-04 05:08:30 main:574] : INFO : Epoch 1763 | loss: 0.0311802 | val_loss: 0.0311841 | Time: 1885.51 ms
[2022-02-04 05:08:31 main:574] : INFO : Epoch 1764 | loss: 0.0311804 | val_loss: 0.0311865 | Time: 1461.56 ms
[2022-02-04 05:08:34 main:574] : INFO : Epoch 1765 | loss: 0.0311813 | val_loss: 0.0311831 | Time: 2238 ms
[2022-02-04 05:08:36 main:574] : INFO : Epoch 1766 | loss: 0.0311792 | val_loss: 0.0311847 | Time: 2247.56 ms
[2022-02-04 05:08:38 main:574] : INFO : Epoch 1767 | loss: 0.0311791 | val_loss: 0.0311854 | Time: 2219.21 ms
[2022-02-04 05:08:40 main:574] : INFO : Epoch 1768 | loss: 0.0311798 | val_loss: 0.0311846 | Time: 1740.7 ms
[2022-02-04 05:08:41 main:574] : INFO : Epoch 1769 | loss: 0.0311783 | val_loss: 0.0311844 | Time: 1346.26 ms
[2022-02-04 05:08:43 main:574] : INFO : Epoch 1770 | loss: 0.0311784 | val_loss: 0.0311844 | Time: 2205.04 ms
[2022-02-04 05:08:46 main:574] : INFO : Epoch 1771 | loss: 0.0311782 | val_loss: 0.0311882 | Time: 2221.07 ms
[2022-02-04 05:08:48 main:574] : INFO : Epoch 1772 | loss: 0.0311786 | val_loss: 0.0311842 | Time: 2240.37 ms
[2022-02-04 05:08:50 main:574] : INFO : Epoch 1773 | loss: 0.0311775 | val_loss: 0.0311858 | Time: 1917.43 ms
[2022-02-04 05:08:51 main:574] : INFO : Epoch 1774 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 1387.5 ms
[2022-02-04 05:08:53 main:574] : INFO : Epoch 1775 | loss: 0.0311795 | val_loss: 0.0311856 | Time: 2244.61 ms
[2022-02-04 05:08:56 main:574] : INFO : Epoch 1776 | loss: 0.0311786 | val_loss: 0.031185 | Time: 2215.31 ms
[2022-02-04 05:08:58 main:574] : INFO : Epoch 1777 | loss: 0.0311779 | val_loss: 0.0311839 | Time: 2227.55 ms
[2022-02-04 05:09:00 main:574] : INFO : Epoch 1778 | loss: 0.0311788 | val_loss: 0.031183 | Time: 1949.29 ms
[2022-02-04 05:09:01 main:574] : INFO : Epoch 1779 | loss: 0.0311794 | val_loss: 0.031187 | Time: 1435.29 ms
[2022-02-04 05:09:03 main:574] : INFO : Epoch 1780 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 2237.89 ms
[2022-02-04 05:09:06 main:574] : INFO : Epoch 1781 | loss: 0.0311801 | val_loss: 0.0311869 | Time: 2297.53 ms
[2022-02-04 05:09:08 main:574] : INFO : Epoch 1782 | loss: 0.0311815 | val_loss: 0.0311853 | Time: 2231.6 ms
[2022-02-04 05:09:10 main:574] : INFO : Epoch 1783 | loss: 0.0311804 | val_loss: 0.0311833 | Time: 1991.75 ms
[2022-02-04 05:09:12 main:574] : INFO : Epoch 1784 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 1507.79 ms
[2022-02-04 05:09:14 main:574] : INFO : Epoch 1785 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 2228.52 ms
[2022-02-04 05:09:16 main:574] : INFO : Epoch 1786 | loss: 0.0311794 | val_loss: 0.031184 | Time: 2209.32 ms
[2022-02-04 05:09:18 main:574] : INFO : Epoch 1787 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 2256.96 ms
[2022-02-04 05:09:20 main:574] : INFO : Epoch 1788 | loss: 0.0311795 | val_loss: 0.0311832 | Time: 1941.49 ms
[2022-02-04 05:09:22 main:574] : INFO : Epoch 1789 | loss: 0.0311786 | val_loss: 0.0311852 | Time: 1551.67 ms
[2022-02-04 05:09:24 main:574] : INFO : Epoch 1790 | loss: 0.0311779 | val_loss: 0.031181 | Time: 2250.41 ms
[2022-02-04 05:09:26 main:574] : INFO : Epoch 1791 | loss: 0.0311812 | val_loss: 0.0311832 | Time: 2230.6 ms
[2022-02-04 05:09:28 main:574] : INFO : Epoch 1792 | loss: 0.0311794 | val_loss: 0.0311827 | Time: 2254.63 ms
[2022-02-04 05:09:30 main:574] : INFO : Epoch 1793 | loss: 0.0311779 | val_loss: 0.031185 | Time: 1749.92 ms
[2022-02-04 05:09:32 main:574] : INFO : Epoch 1794 | loss: 0.0311783 | val_loss: 0.0311828 | Time: 1594.27 ms
[2022-02-04 05:09:34 main:574] : INFO : Epoch 1795 | loss: 0.0311771 | val_loss: 0.0311836 | Time: 2224.62 ms
[2022-02-04 05:09:36 main:574] : INFO : Epoch 1796 | loss: 0.0311762 | val_loss: 0.0311818 | Time: 2209.76 ms
[2022-02-04 05:09:39 main:574] : INFO : Epoch 1797 | loss: 0.0311756 | val_loss: 0.0311813 | Time: 2254.06 ms
[2022-02-04 05:09:40 main:574] : INFO : Epoch 1798 | loss: 0.0311759 | val_loss: 0.0311837 | Time: 1749.13 ms
[2022-02-04 05:09:42 main:574] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311823 | Time: 1596.54 ms
[2022-02-04 05:09:44 main:574] : INFO : Epoch 1800 | loss: 0.0311791 | val_loss: 0.0311809 | Time: 2217.73 ms
[2022-02-04 05:09:46 main:574] : INFO : Epoch 1801 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 2246.27 ms
[2022-02-04 05:09:49 main:574] : INFO : Epoch 1802 | loss: 0.0311812 | val_loss: 0.0311849 | Time: 2185.33 ms
[2022-02-04 05:09:50 main:574] : INFO : Epoch 1803 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 1699.53 ms
[2022-02-04 05:09:52 main:574] : INFO : Epoch 1804 | loss: 0.0311783 | val_loss: 0.0311827 | Time: 1834.4 ms
[2022-02-04 05:09:54 main:574] : INFO : Epoch 1805 | loss: 0.0311789 | val_loss: 0.0311816 | Time: 2203.83 ms
[2022-02-04 05:09:56 main:574] : INFO : Epoch 1806 | loss: 0.0311784 | val_loss: 0.031185 | Time: 2207.11 ms
[2022-02-04 05:09:59 main:574] : INFO : Epoch 1807 | loss: 0.0311789 | val_loss: 0.0311821 | Time: 2212.94 ms
[2022-02-04 05:10:00 main:574] : INFO : Epoch 1808 | loss: 0.0311768 | val_loss: 0.031182 | Time: 1632.16 ms
[2022-02-04 05:10:02 main:574] : INFO : Epoch 1809 | loss: 0.0311776 | val_loss: 0.0311817 | Time: 1712.45 ms
[2022-02-04 05:10:04 main:574] : INFO : Epoch 1810 | loss: 0.0311786 | val_loss: 0.031184 | Time: 2225.77 ms
[2022-02-04 05:10:07 main:574] : INFO : Epoch 1811 | loss: 0.0311772 | val_loss: 0.031185 | Time: 2218.36 ms
[2022-02-04 05:10:09 main:574] : INFO : Epoch 1812 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 2229.65 ms
[2022-02-04 05:10:10 main:574] : INFO : Epoch 1813 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 1655.6 ms
[2022-02-04 05:10:12 main:574] : INFO : Epoch 1814 | loss: 0.0311801 | val_loss: 0.0311818 | Time: 1748.12 ms
[2022-02-04 05:10:14 main:574] : INFO : Epoch 1815 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 2254.23 ms
[2022-02-04 05:10:17 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.0311811 | Time: 2238.06 ms
[2022-02-04 05:10:19 main:574] : INFO : Epoch 1817 | loss: 0.0311761 | val_loss: 0.0311829 | Time: 2231.95 ms
[2022-02-04 05:10:21 main:574] : INFO : Epoch 1818 | loss: 0.0311773 | val_loss: 0.0311809 | Time: 1628.99 ms
[2022-02-04 05:10:22 main:574] : INFO : Epoch 1819 | loss: 0.0311779 | val_loss: 0.0311802 | Time: 1806.98 ms
[2022-02-04 05:10:25 main:574] : INFO : Epoch 1820 | loss: 0.0311787 | val_loss: 0.0311802 | Time: 2229.97 ms
[2022-02-04 05:10:27 main:574] : INFO : Epoch 1821 | loss: 0.0311778 | val_loss: 0.0311814 | Time: 2195.57 ms
[2022-02-04 05:10:29 main:574] : INFO : Epoch 1822 | loss: 0.0311764 | val_loss: 0.0311801 | Time: 2228.84 ms
[2022-02-04 05:10:31 main:574] : INFO : Epoch 1823 | loss: 0.0311774 | val_loss: 0.0311803 | Time: 1647.76 ms
[2022-02-04 05:10:32 main:574] : INFO : Epoch 1824 | loss: 0.0311777 | val_loss: 0.0311798 | Time: 1806.51 ms
[2022-02-04 05:10:35 main:574] : INFO : Epoch 1825 | loss: 0.0311769 | val_loss: 0.03118 | Time: 2236.4 ms
[2022-02-04 05:10:37 main:574] : INFO : Epoch 1826 | loss: 0.0311763 | val_loss: 0.0311815 | Time: 2231.5 ms
[2022-02-04 05:10:39 main:574] : INFO : Epoch 1827 | loss: 0.0311762 | val_loss: 0.0311801 | Time: 2187.87 ms
[2022-02-04 05:10:41 main:574] : INFO : Epoch 1828 | loss: 0.0311768 | val_loss: 0.0311787 | Time: 1515.56 ms
[2022-02-04 05:10:42 main:574] : INFO : Epoch 1829 | loss: 0.0311771 | val_loss: 0.0311772 | Time: 1795.87 ms
[2022-02-04 05:10:45 main:574] : INFO : Epoch 1830 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 2225.01 ms
[2022-02-04 05:10:47 main:574] : INFO : Epoch 1831 | loss: 0.0311772 | val_loss: 0.0311783 | Time: 2217.4 ms
[2022-02-04 05:10:49 main:574] : INFO : Epoch 1832 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 2271.8 ms
[2022-02-04 05:10:51 main:574] : INFO : Epoch 1833 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 1422.26 ms
[2022-02-04 05:10:53 main:574] : INFO : Epoch 1834 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 2013.91 ms
[2022-02-04 05:10:55 main:574] : INFO : Epoch 1835 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 2230.96 ms
[2022-02-04 05:10:57 main:574] : INFO : Epoch 1836 | loss: 0.0311778 | val_loss: 0.0311831 | Time: 2243.53 ms
[2022-02-04 05:10:59 main:574] : INFO : Epoch 1837 | loss: 0.0311774 | val_loss: 0.0311797 | Time: 2230.44 ms
[2022-02-04 05:11:01 main:574] : INFO : Epoch 1838 | loss: 0.031176 | val_loss: 0.0311791 | Time: 1422.58 ms
[2022-02-04 05:11:03 main:574] : INFO : Epoch 1839 | loss: 0.0311774 | val_loss: 0.031182 | Time: 2082.78 ms
[2022-02-04 05:11:05 main:574] : INFO : Epoch 1840 | loss: 0.0311764 | val_loss: 0.0311804 | Time: 2209.73 ms
[2022-02-04 05:11:07 main:574] : INFO : Epoch 1841 | loss: 0.0311756 | val_loss: 0.031185 | Time: 2206.71 ms
[2022-02-04 05:11:10 main:574] : INFO : Epoch 1842 | loss: 0.0311804 | val_loss: 0.0311812 | Time: 2224.5 ms
[2022-02-04 05:11:11 main:574] : INFO : Epoch 1843 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 1351.26 ms
[2022-02-04 05:11:13 main:574] : INFO : Epoch 1844 | loss: 0.0311742 | val_loss: 0.0311821 | Time: 2069.48 ms
[2022-02-04 05:11:15 main:574] : INFO : Epoch 1845 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 2256.84 ms
[2022-02-04 05:11:17 main:574] : INFO : Epoch 1846 | loss: 0.0311757 | val_loss: 0.0311838 | Time: 2270.73 ms
[2022-02-04 05:11:20 main:574] : INFO : Epoch 1847 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 2227.08 ms
[2022-02-04 05:11:21 main:574] : INFO : Epoch 1848 | loss: 0.0311772 | val_loss: 0.0311832 | Time: 1341.13 ms
[2022-02-04 05:11:23 main:574] : INFO : Epoch 1849 | loss: 0.0311786 | val_loss: 0.0311772 | Time: 2127.11 ms
[2022-02-04 05:11:25 main:574] : INFO : Epoch 1850 | loss: 0.031177 | val_loss: 0.031177 | Time: 2264.63 ms
[2022-02-04 05:11:28 main:574] : INFO : Epoch 1851 | loss: 0.0311793 | val_loss: 0.031194 | Time: 2181.27 ms
[2022-02-04 05:11:30 main:574] : INFO : Epoch 1852 | loss: 0.0311862 | val_loss: 0.0311801 | Time: 2188.07 ms
[2022-02-04 05:11:31 main:574] : INFO : Epoch 1853 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 1336.43 ms
[2022-02-04 05:11:33 main:574] : INFO : Epoch 1854 | loss: 0.031176 | val_loss: 0.0311794 | Time: 2114.53 ms
[2022-02-04 05:11:36 main:574] : INFO : Epoch 1855 | loss: 0.0311759 | val_loss: 0.0311778 | Time: 2238 ms
[2022-02-04 05:11:38 main:574] : INFO : Epoch 1856 | loss: 0.0311759 | val_loss: 0.0311757 | Time: 2224.76 ms
[2022-02-04 05:11:40 main:574] : INFO : Epoch 1857 | loss: 0.0311742 | val_loss: 0.0311759 | Time: 2137.59 ms
[2022-02-04 05:11:41 main:574] : INFO : Epoch 1858 | loss: 0.0311752 | val_loss: 0.0311771 | Time: 1289.02 ms
[2022-02-04 05:11:43 main:574] : INFO : Epoch 1859 | loss: 0.0311758 | val_loss: 0.0311819 | Time: 2137.19 ms
[2022-02-04 05:11:46 main:574] : INFO : Epoch 1860 | loss: 0.0311766 | val_loss: 0.0311762 | Time: 2274.54 ms
[2022-02-04 05:11:48 main:574] : INFO : Epoch 1861 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 2188.66 ms
[2022-02-04 05:11:50 main:574] : INFO : Epoch 1862 | loss: 0.0311745 | val_loss: 0.0311761 | Time: 2136.75 ms
[2022-02-04 05:11:51 main:574] : INFO : Epoch 1863 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 1429.86 ms
[2022-02-04 05:11:54 main:574] : INFO : Epoch 1864 | loss: 0.0311768 | val_loss: 0.0311816 | Time: 2206.83 ms
[2022-02-04 05:11:56 main:574] : INFO : Epoch 1865 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 2191.98 ms
[2022-02-04 05:11:58 main:574] : INFO : Epoch 1866 | loss: 0.0311766 | val_loss: 0.0311887 | Time: 2219.87 ms
[2022-02-04 05:12:00 main:574] : INFO : Epoch 1867 | loss: 0.0311789 | val_loss: 0.0311859 | Time: 2048.08 ms
[2022-02-04 05:12:01 main:574] : INFO : Epoch 1868 | loss: 0.0311816 | val_loss: 0.0311851 | Time: 1371.84 ms
[2022-02-04 05:12:04 main:574] : INFO : Epoch 1869 | loss: 0.0311823 | val_loss: 0.0311907 | Time: 2221.74 ms
[2022-02-04 05:12:06 main:574] : INFO : Epoch 1870 | loss: 0.0311788 | val_loss: 0.0311808 | Time: 2226.99 ms
[2022-02-04 05:12:08 main:574] : INFO : Epoch 1871 | loss: 0.0311768 | val_loss: 0.0311832 | Time: 2244.83 ms
[2022-02-04 05:12:10 main:574] : INFO : Epoch 1872 | loss: 0.0311784 | val_loss: 0.0311819 | Time: 2047.17 ms
[2022-02-04 05:12:12 main:574] : INFO : Epoch 1873 | loss: 0.0311808 | val_loss: 0.0311793 | Time: 1345.06 ms
[2022-02-04 05:12:14 main:574] : INFO : Epoch 1874 | loss: 0.0311801 | val_loss: 0.0311793 | Time: 2233.04 ms
[2022-02-04 05:12:16 main:574] : INFO : Epoch 1875 | loss: 0.0311761 | val_loss: 0.0311794 | Time: 2208.4 ms
[2022-02-04 05:12:18 main:574] : INFO : Epoch 1876 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 2222.59 ms
[2022-02-04 05:12:20 main:574] : INFO : Epoch 1877 | loss: 0.0311858 | val_loss: 0.031182 | Time: 2108.26 ms
[2022-02-04 05:12:22 main:574] : INFO : Epoch 1878 | loss: 0.0311844 | val_loss: 0.0311793 | Time: 1352.52 ms
[2022-02-04 05:12:24 main:574] : INFO : Epoch 1879 | loss: 0.0311822 | val_loss: 0.0311814 | Time: 2201.22 ms
[2022-02-04 05:12:26 main:574] : INFO : Epoch 1880 | loss: 0.0311827 | val_loss: 0.0311788 | Time: 2220.52 ms
[2022-02-04 05:12:28 main:574] : INFO : Epoch 1881 | loss: 0.0311818 | val_loss: 0.03118 | Time: 2253.78 ms
[2022-02-04 05:12:30 main:574] : INFO : Epoch 1882 | loss: 0.0311826 | val_loss: 0.0311791 | Time: 2070.8 ms
[2022-02-04 05:12:32 main:574] : INFO : Epoch 1883 | loss: 0.0311812 | val_loss: 0.0311774 | Time: 1436.78 ms
[2022-02-04 05:12:34 main:574] : INFO : Epoch 1884 | loss: 0.031182 | val_loss: 0.0311807 | Time: 2240.22 ms
[2022-02-04 05:12:36 main:574] : INFO : Epoch 1885 | loss: 0.0311805 | val_loss: 0.0311782 | Time: 2223.55 ms
[2022-02-04 05:12:39 main:574] : INFO : Epoch 1886 | loss: 0.0311819 | val_loss: 0.0311782 | Time: 2223.47 ms
[2022-02-04 05:12:41 main:574] : INFO : Epoch 1887 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 1940.87 ms
[2022-02-04 05:12:42 main:574] : INFO : Epoch 1888 | loss: 0.0311793 | val_loss: 0.0311775 | Time: 1505.68 ms
[2022-02-04 05:12:44 main:574] : INFO : Epoch 1889 | loss: 0.0311791 | val_loss: 0.0311789 | Time: 2245.5 ms
[2022-02-04 05:12:47 main:574] : INFO : Epoch 1890 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 2212.15 ms
[2022-02-04 05:12:49 main:574] : INFO : Epoch 1891 | loss: 0.0311823 | val_loss: 0.03118 | Time: 2215.7 ms
[2022-02-04 05:12:51 main:574] : INFO : Epoch 1892 | loss: 0.0311778 | val_loss: 0.0311772 | Time: 1827.88 ms
[2022-02-04 05:12:52 main:574] : INFO : Epoch 1893 | loss: 0.031177 | val_loss: 0.0311769 | Time: 1548.8 ms
[2022-02-04 05:12:54 main:574] : INFO : Epoch 1894 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 2240.75 ms
[2022-02-04 05:12:57 main:574] : INFO : Epoch 1895 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 2227.91 ms
[2022-02-04 05:12:59 main:574] : INFO : Epoch 1896 | loss: 0.0311769 | val_loss: 0.0311763 | Time: 2230.04 ms
[2022-02-04 05:13:01 main:574] : INFO : Epoch 1897 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 1814.81 ms
[2022-02-04 05:13:02 main:574] : INFO : Epoch 1898 | loss: 0.0311799 | val_loss: 0.031177 | Time: 1707.9 ms
[2022-02-04 05:13:05 main:574] : INFO : Epoch 1899 | loss: 0.0311827 | val_loss: 0.0311773 | Time: 2216.57 ms
[2022-02-04 05:13:07 main:574] : INFO : Epoch 1900 | loss: 0.0311826 | val_loss: 0.0311757 | Time: 2217.84 ms
[2022-02-04 05:13:09 main:574] : INFO : Epoch 1901 | loss: 0.0311824 | val_loss: 0.0311753 | Time: 2254.53 ms
[2022-02-04 05:13:11 main:574] : INFO : Epoch 1902 | loss: 0.031182 | val_loss: 0.0311759 | Time: 1672.27 ms
[2022-02-04 05:13:13 main:574] : INFO : Epoch 1903 | loss: 0.0311802 | val_loss: 0.0311782 | Time: 1758.69 ms
[2022-02-04 05:13:15 main:574] : INFO : Epoch 1904 | loss: 0.0311821 | val_loss: 0.0311822 | Time: 2238.9 ms
[2022-02-04 05:13:17 main:574] : INFO : Epoch 1905 | loss: 0.0311842 | val_loss: 0.0311776 | Time: 2208.36 ms
[2022-02-04 05:13:19 main:574] : INFO : Epoch 1906 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 2197.36 ms
[2022-02-04 05:13:21 main:574] : INFO : Epoch 1907 | loss: 0.0311792 | val_loss: 0.0311776 | Time: 1636.78 ms
[2022-02-04 05:13:23 main:574] : INFO : Epoch 1908 | loss: 0.0311835 | val_loss: 0.031179 | Time: 1722.8 ms
[2022-02-04 05:13:25 main:574] : INFO : Epoch 1909 | loss: 0.0311841 | val_loss: 0.0311779 | Time: 2229.78 ms
[2022-02-04 05:13:27 main:574] : INFO : Epoch 1910 | loss: 0.0311823 | val_loss: 0.0311791 | Time: 2227.18 ms
[2022-02-04 05:13:29 main:574] : INFO : Epoch 1911 | loss: 0.0311826 | val_loss: 0.0311864 | Time: 2297.39 ms
[2022-02-04 05:13:31 main:574] : INFO : Epoch 1912 | loss: 0.031184 | val_loss: 0.0311769 | Time: 1658.06 ms
[2022-02-04 05:13:33 main:574] : INFO : Epoch 1913 | loss: 0.0311802 | val_loss: 0.0311771 | Time: 1725.18 ms
[2022-02-04 05:13:35 main:574] : INFO : Epoch 1914 | loss: 0.0311792 | val_loss: 0.0311769 | Time: 2221.87 ms
[2022-02-04 05:13:37 main:574] : INFO : Epoch 1915 | loss: 0.0311802 | val_loss: 0.0311764 | Time: 2166.15 ms
[2022-02-04 05:13:39 main:574] : INFO : Epoch 1916 | loss: 0.0311836 | val_loss: 0.0311833 | Time: 2217.62 ms
[2022-02-04 05:13:41 main:574] : INFO : Epoch 1917 | loss: 0.0311833 | val_loss: 0.0311802 | Time: 1676.34 ms
[2022-02-04 05:13:43 main:574] : INFO : Epoch 1918 | loss: 0.0311824 | val_loss: 0.0311843 | Time: 1724.44 ms
[2022-02-04 05:13:45 main:574] : INFO : Epoch 1919 | loss: 0.0311801 | val_loss: 0.0311809 | Time: 2235.61 ms
[2022-02-04 05:13:47 main:574] : INFO : Epoch 1920 | loss: 0.0311797 | val_loss: 0.0311793 | Time: 2212.55 ms
[2022-02-04 05:13:49 main:574] : INFO : Epoch 1921 | loss: 0.0311801 | val_loss: 0.0311776 | Time: 2223.71 ms
[2022-02-04 05:13:51 main:574] : INFO : Epoch 1922 | loss: 0.0311802 | val_loss: 0.0311766 | Time: 1578.21 ms
[2022-02-04 05:13:53 main:574] : INFO : Epoch 1923 | loss: 0.0311809 | val_loss: 0.0311803 | Time: 1829.05 ms
[2022-02-04 05:13:55 main:574] : INFO : Epoch 1924 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 2190.66 ms
[2022-02-04 05:13:57 main:574] : INFO : Epoch 1925 | loss: 0.0311809 | val_loss: 0.0311773 | Time: 2229 ms
[2022-02-04 05:14:00 main:574] : INFO : Epoch 1926 | loss: 0.0311798 | val_loss: 0.0311786 | Time: 2252.41 ms
[2022-02-04 05:14:01 main:574] : INFO : Epoch 1927 | loss: 0.0311784 | val_loss: 0.0311806 | Time: 1590.51 ms
[2022-02-04 05:14:03 main:574] : INFO : Epoch 1928 | loss: 0.031179 | val_loss: 0.0311783 | Time: 1820.25 ms
[2022-02-04 05:14:05 main:574] : INFO : Epoch 1929 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 2203.43 ms
[2022-02-04 05:14:07 main:574] : INFO : Epoch 1930 | loss: 0.0311779 | val_loss: 0.031178 | Time: 2203.73 ms
[2022-02-04 05:14:10 main:574] : INFO : Epoch 1931 | loss: 0.0311805 | val_loss: 0.0311766 | Time: 2226.41 ms
[2022-02-04 05:14:11 main:574] : INFO : Epoch 1932 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 1553.67 ms
[2022-02-04 05:14:13 main:574] : INFO : Epoch 1933 | loss: 0.0311817 | val_loss: 0.0311789 | Time: 2005.09 ms
[2022-02-04 05:14:15 main:574] : INFO : Epoch 1934 | loss: 0.0311789 | val_loss: 0.0311825 | Time: 2230.38 ms
[2022-02-04 05:14:18 main:574] : INFO : Epoch 1935 | loss: 0.0311784 | val_loss: 0.0311777 | Time: 2276.55 ms
[2022-02-04 05:14:20 main:574] : INFO : Epoch 1936 | loss: 0.0311788 | val_loss: 0.0311777 | Time: 2229.29 ms
[2022-02-04 05:14:21 main:574] : INFO : Epoch 1937 | loss: 0.0311773 | val_loss: 0.0311761 | Time: 1347.92 ms
[2022-02-04 05:14:23 main:574] : INFO : Epoch 1938 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 1983.31 ms
[2022-02-04 05:14:25 main:574] : INFO : Epoch 1939 | loss: 0.0311772 | val_loss: 0.0311768 | Time: 2256.86 ms
[2022-02-04 05:14:28 main:574] : INFO : Epoch 1940 | loss: 0.0311825 | val_loss: 0.0311793 | Time: 2258.33 ms
[2022-02-04 05:14:30 main:574] : INFO : Epoch 1941 | loss: 0.031181 | val_loss: 0.0311796 | Time: 2263.04 ms
[2022-02-04 05:14:31 main:574] : INFO : Epoch 1942 | loss: 0.0311826 | val_loss: 0.0311873 | Time: 1368.92 ms
[2022-02-04 05:14:33 main:574] : INFO : Epoch 1943 | loss: 0.0311843 | val_loss: 0.0311766 | Time: 2016.14 ms
[2022-02-04 05:14:36 main:574] : INFO : Epoch 1944 | loss: 0.0311804 | val_loss: 0.0311767 | Time: 2253.36 ms
[2022-02-04 05:14:38 main:574] : INFO : Epoch 1945 | loss: 0.0311795 | val_loss: 0.0311774 | Time: 2278.57 ms
[2022-02-04 05:14:40 main:574] : INFO : Epoch 1946 | loss: 0.031177 | val_loss: 0.0311765 | Time: 2236.62 ms
[2022-02-04 05:14:41 main:574] : INFO : Epoch 1947 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 1313.4 ms
[2022-02-04 05:14:44 main:574] : INFO : Epoch 1948 | loss: 0.0311759 | val_loss: 0.0311769 | Time: 2082.41 ms
[2022-02-04 05:14:46 main:574] : INFO : Epoch 1949 | loss: 0.0311756 | val_loss: 0.0311849 | Time: 2208.86 ms
[2022-02-04 05:14:48 main:574] : INFO : Epoch 1950 | loss: 0.0311842 | val_loss: 0.0311778 | Time: 2258.13 ms
[2022-02-04 05:14:50 main:574] : INFO : Epoch 1951 | loss: 0.0311793 | val_loss: 0.0311831 | Time: 2183.98 ms
[2022-02-04 05:14:52 main:574] : INFO : Epoch 1952 | loss: 0.0311787 | val_loss: 0.0311893 | Time: 1323.03 ms
[2022-02-04 05:14:54 main:574] : INFO : Epoch 1953 | loss: 0.0311769 | val_loss: 0.0311769 | Time: 2158.92 ms
[2022-02-04 05:14:56 main:574] : INFO : Epoch 1954 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 2236.68 ms
[2022-02-04 05:14:58 main:574] : INFO : Epoch 1955 | loss: 0.0311751 | val_loss: 0.0311767 | Time: 2263.09 ms
[2022-02-04 05:15:00 main:574] : INFO : Epoch 1956 | loss: 0.0311746 | val_loss: 0.0311743 | Time: 2158.84 ms
[2022-02-04 05:15:02 main:574] : INFO : Epoch 1957 | loss: 0.031179 | val_loss: 0.0311765 | Time: 1368.4 ms
[2022-02-04 05:15:04 main:574] : INFO : Epoch 1958 | loss: 0.0311792 | val_loss: 0.0311851 | Time: 2177.4 ms
[2022-02-04 05:15:06 main:574] : INFO : Epoch 1959 | loss: 0.0311759 | val_loss: 0.031175 | Time: 2209.35 ms
[2022-02-04 05:15:08 main:574] : INFO : Epoch 1960 | loss: 0.0311735 | val_loss: 0.031176 | Time: 2218.53 ms
[2022-02-04 05:15:11 main:574] : INFO : Epoch 1961 | loss: 0.0311733 | val_loss: 0.0311755 | Time: 2142.93 ms
[2022-02-04 05:15:12 main:574] : INFO : Epoch 1962 | loss: 0.0311795 | val_loss: 0.0311773 | Time: 1289.81 ms
[2022-02-04 05:15:14 main:574] : INFO : Epoch 1963 | loss: 0.0311787 | val_loss: 0.0311785 | Time: 2144.46 ms
[2022-02-04 05:15:16 main:574] : INFO : Epoch 1964 | loss: 0.0311783 | val_loss: 0.0311805 | Time: 2307.11 ms
[2022-02-04 05:15:19 main:574] : INFO : Epoch 1965 | loss: 0.0311799 | val_loss: 0.0311815 | Time: 2224.54 ms
[2022-02-04 05:15:21 main:574] : INFO : Epoch 1966 | loss: 0.0311801 | val_loss: 0.0311787 | Time: 2082.42 ms
[2022-02-04 05:15:22 main:574] : INFO : Epoch 1967 | loss: 0.0311813 | val_loss: 0.0311753 | Time: 1418.8 ms
[2022-02-04 05:15:24 main:574] : INFO : Epoch 1968 | loss: 0.0311778 | val_loss: 0.0311751 | Time: 2201.47 ms
[2022-02-04 05:15:26 main:574] : INFO : Epoch 1969 | loss: 0.0311754 | val_loss: 0.0311759 | Time: 2200.09 ms
[2022-02-04 05:15:29 main:574] : INFO : Epoch 1970 | loss: 0.0311753 | val_loss: 0.031174 | Time: 2242.66 ms
[2022-02-04 05:15:31 main:574] : INFO : Epoch 1971 | loss: 0.0311744 | val_loss: 0.031174 | Time: 2027.61 ms
[2022-02-04 05:15:32 main:574] : INFO : Epoch 1972 | loss: 0.031174 | val_loss: 0.0311763 | Time: 1388.79 ms
[2022-02-04 05:15:34 main:574] : INFO : Epoch 1973 | loss: 0.0311735 | val_loss: 0.0311779 | Time: 2215.25 ms
[2022-02-04 05:15:37 main:574] : INFO : Epoch 1974 | loss: 0.0311785 | val_loss: 0.0311865 | Time: 2220.65 ms
[2022-02-04 05:15:39 main:574] : INFO : Epoch 1975 | loss: 0.0311779 | val_loss: 0.0311732 | Time: 2256.78 ms
[2022-02-04 05:15:41 main:574] : INFO : Epoch 1976 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 1981.63 ms
[2022-02-04 05:15:42 main:574] : INFO : Epoch 1977 | loss: 0.0311721 | val_loss: 0.0311735 | Time: 1419.36 ms
[2022-02-04 05:15:44 main:574] : INFO : Epoch 1978 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 2219.4 ms
[2022-02-04 05:15:47 main:574] : INFO : Epoch 1979 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2204.58 ms
[2022-02-04 05:15:49 main:574] : INFO : Epoch 1980 | loss: 0.0311754 | val_loss: 0.0311767 | Time: 2232.7 ms
[2022-02-04 05:15:51 main:574] : INFO : Epoch 1981 | loss: 0.0311764 | val_loss: 0.031174 | Time: 1971.67 ms
[2022-02-04 05:15:52 main:574] : INFO : Epoch 1982 | loss: 0.0311761 | val_loss: 0.0311746 | Time: 1328.17 ms
[2022-02-04 05:15:54 main:574] : INFO : Epoch 1983 | loss: 0.0311757 | val_loss: 0.0311752 | Time: 2198 ms
[2022-02-04 05:15:57 main:574] : INFO : Epoch 1984 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 2225.49 ms
[2022-02-04 05:15:59 main:574] : INFO : Epoch 1985 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 2225.5 ms
[2022-02-04 05:16:01 main:574] : INFO : Epoch 1986 | loss: 0.0311862 | val_loss: 0.0311798 | Time: 2045.58 ms
[2022-02-04 05:16:02 main:574] : INFO : Epoch 1987 | loss: 0.031189 | val_loss: 0.0311836 | Time: 1353.53 ms
[2022-02-04 05:16:04 main:574] : INFO : Epoch 1988 | loss: 0.0311864 | val_loss: 0.0311825 | Time: 2195.92 ms
[2022-02-04 05:16:07 main:574] : INFO : Epoch 1989 | loss: 0.0311846 | val_loss: 0.0311828 | Time: 2217.67 ms
[2022-02-04 05:16:09 main:574] : INFO : Epoch 1990 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2233.37 ms
[2022-02-04 05:16:11 main:574] : INFO : Epoch 1991 | loss: 0.0311815 | val_loss: 0.0311814 | Time: 2024.04 ms
[2022-02-04 05:16:12 main:574] : INFO : Epoch 1992 | loss: 0.0311833 | val_loss: 0.0311905 | Time: 1519.21 ms
[2022-02-04 05:16:15 main:574] : INFO : Epoch 1993 | loss: 0.0311857 | val_loss: 0.0311811 | Time: 2199.4 ms
[2022-02-04 05:16:17 main:574] : INFO : Epoch 1994 | loss: 0.031187 | val_loss: 0.0311808 | Time: 2285.39 ms
[2022-02-04 05:16:19 main:574] : INFO : Epoch 1995 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 2249.05 ms
[2022-02-04 05:16:21 main:574] : INFO : Epoch 1996 | loss: 0.0311828 | val_loss: 0.0311789 | Time: 1897.22 ms
[2022-02-04 05:16:23 main:574] : INFO : Epoch 1997 | loss: 0.031184 | val_loss: 0.0311816 | Time: 1446.06 ms
[2022-02-04 05:16:25 main:574] : INFO : Epoch 1998 | loss: 0.0311814 | val_loss: 0.0311788 | Time: 2193.38 ms
[2022-02-04 05:16:27 main:574] : INFO : Epoch 1999 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 2210.26 ms
[2022-02-04 05:16:29 main:574] : INFO : Epoch 2000 | loss: 0.0311804 | val_loss: 0.0311794 | Time: 2271.68 ms
[2022-02-04 05:16:31 main:574] : INFO : Epoch 2001 | loss: 0.0311837 | val_loss: 0.0311841 | Time: 1821.67 ms
[2022-02-04 05:16:33 main:574] : INFO : Epoch 2002 | loss: 0.0311825 | val_loss: 0.0311789 | Time: 1690.81 ms
[2022-02-04 05:16:35 main:574] : INFO : Epoch 2003 | loss: 0.031181 | val_loss: 0.0311814 | Time: 2226.6 ms
[2022-02-04 05:16:37 main:574] : INFO : Epoch 2004 | loss: 0.0311809 | val_loss: 0.0311757 | Time: 2208.06 ms
[2022-02-04 05:16:39 main:574] : INFO : Epoch 2005 | loss: 0.0311788 | val_loss: 0.0311745 | Time: 2219.32 ms
[2022-02-04 05:16:41 main:574] : INFO : Epoch 2006 | loss: 0.0311804 | val_loss: 0.031178 | Time: 1754.03 ms
[2022-02-04 05:16:43 main:574] : INFO : Epoch 2007 | loss: 0.0311829 | val_loss: 0.031185 | Time: 1633.13 ms
[2022-02-04 05:16:45 main:574] : INFO : Epoch 2008 | loss: 0.0311847 | val_loss: 0.0311879 | Time: 2212.21 ms
[2022-02-04 05:16:47 main:574] : INFO : Epoch 2009 | loss: 0.0311832 | val_loss: 0.0311845 | Time: 2231.22 ms
[2022-02-04 05:16:50 main:574] : INFO : Epoch 2010 | loss: 0.0311815 | val_loss: 0.0311834 | Time: 2247.88 ms
[2022-02-04 05:16:51 main:574] : INFO : Epoch 2011 | loss: 0.0311836 | val_loss: 0.0311863 | Time: 1761.36 ms
[2022-02-04 05:16:53 main:574] : INFO : Epoch 2012 | loss: 0.0311827 | val_loss: 0.031184 | Time: 1567.97 ms
[2022-02-04 05:16:55 main:574] : INFO : Epoch 2013 | loss: 0.0311808 | val_loss: 0.0311875 | Time: 2243.65 ms
[2022-02-04 05:16:57 main:574] : INFO : Epoch 2014 | loss: 0.031181 | val_loss: 0.0311858 | Time: 2211.02 ms
[2022-02-04 05:17:00 main:574] : INFO : Epoch 2015 | loss: 0.0311787 | val_loss: 0.0311824 | Time: 2250.96 ms
[2022-02-04 05:17:01 main:574] : INFO : Epoch 2016 | loss: 0.0311787 | val_loss: 0.0311847 | Time: 1742.97 ms
[2022-02-04 05:17:03 main:574] : INFO : Epoch 2017 | loss: 0.0311835 | val_loss: 0.031188 | Time: 1609.55 ms
[2022-02-04 05:17:05 main:574] : INFO : Epoch 2018 | loss: 0.0311825 | val_loss: 0.031181 | Time: 2229.75 ms
[2022-02-04 05:17:07 main:574] : INFO : Epoch 2019 | loss: 0.0311782 | val_loss: 0.031179 | Time: 2236.27 ms
[2022-02-04 05:17:10 main:574] : INFO : Epoch 2020 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 2217.3 ms
[2022-02-04 05:17:11 main:574] : INFO : Epoch 2021 | loss: 0.031178 | val_loss: 0.0311802 | Time: 1720.26 ms
[2022-02-04 05:17:13 main:574] : INFO : Epoch 2022 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 1719 ms
[2022-02-04 05:17:15 main:574] : INFO : Epoch 2023 | loss: 0.0311763 | val_loss: 0.0311793 | Time: 2243.39 ms
[2022-02-04 05:17:18 main:574] : INFO : Epoch 2024 | loss: 0.0311768 | val_loss: 0.0311802 | Time: 2209.33 ms
[2022-02-04 05:17:20 main:574] : INFO : Epoch 2025 | loss: 0.0311751 | val_loss: 0.0311793 | Time: 2214.15 ms
[2022-02-04 05:17:22 main:574] : INFO : Epoch 2026 | loss: 0.0311755 | val_loss: 0.031179 | Time: 1795.36 ms
[2022-02-04 05:17:23 main:574] : INFO : Epoch 2027 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1788.86 ms
[2022-02-04 05:17:26 main:574] : INFO : Epoch 2028 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 2224.35 ms
[2022-02-04 05:17:28 main:574] : INFO : Epoch 2029 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 2196.71 ms
[2022-02-04 05:17:30 main:574] : INFO : Epoch 2030 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 2240.09 ms
[2022-02-04 05:17:32 main:574] : INFO : Epoch 2031 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 1644.99 ms
[2022-02-04 05:17:34 main:574] : INFO : Epoch 2032 | loss: 0.0311767 | val_loss: 0.0311804 | Time: 1922.07 ms
[2022-02-04 05:17:36 main:574] : INFO : Epoch 2033 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 2251.17 ms
[2022-02-04 05:17:38 main:574] : INFO : Epoch 2034 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 2232.81 ms
[2022-02-04 05:17:40 main:574] : INFO : Epoch 2035 | loss: 0.0311772 | val_loss: 0.0311793 | Time: 2187.99 ms
[2022-02-04 05:17:42 main:574] : INFO : Epoch 2036 | loss: 0.0311764 | val_loss: 0.0311832 | Time: 1421.88 ms
[2022-02-04 05:17:44 main:574] : INFO : Epoch 2037 | loss: 0.0311776 | val_loss: 0.0311854 | Time: 2031.82 ms
[2022-02-04 05:17:46 main:574] : INFO : Epoch 2038 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 2228.41 ms
[2022-02-04 05:17:48 main:574] : INFO : Epoch 2039 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 2239.26 ms
[2022-02-04 05:17:50 main:574] : INFO : Epoch 2040 | loss: 0.0311778 | val_loss: 0.031181 | Time: 2243.49 ms
[2022-02-04 05:17:52 main:574] : INFO : Epoch 2041 | loss: 0.0311795 | val_loss: 0.0311854 | Time: 1360.87 ms
[2022-02-04 05:17:54 main:574] : INFO : Epoch 2042 | loss: 0.0311836 | val_loss: 0.0311833 | Time: 1996.17 ms
[2022-02-04 05:17:56 main:574] : INFO : Epoch 2043 | loss: 0.0311781 | val_loss: 0.0311795 | Time: 2273.23 ms
[2022-02-04 05:17:58 main:574] : INFO : Epoch 2044 | loss: 0.0311811 | val_loss: 0.0311854 | Time: 2224.57 ms
[2022-02-04 05:18:01 main:574] : INFO : Epoch 2045 | loss: 0.0311765 | val_loss: 0.0311789 | Time: 2270.25 ms
[2022-02-04 05:18:02 main:574] : INFO : Epoch 2046 | loss: 0.0311766 | val_loss: 0.0311784 | Time: 1336.88 ms
[2022-02-04 05:18:04 main:574] : INFO : Epoch 2047 | loss: 0.0311768 | val_loss: 0.031186 | Time: 1999.53 ms
[2022-02-04 05:18:06 main:574] : INFO : Epoch 2048 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 2259.41 ms
[2022-02-04 05:18:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311854
[2022-02-04 05:18:06 main:603] : INFO : Saving end state to config to file
[2022-02-04 05:18:06 main:608] : INFO : Success, exiting..
05:18:06 (2004): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)