Task 14188084
| Name | ParityModified-1647040718-29765-1-0_1 |
| Workunit | 10516758 |
| Created | 1 Apr 2022, 10:09:25 UTC |
| Sent | 1 Apr 2022, 10:45:52 UTC |
| Report deadline | 9 Apr 2022, 10:45:52 UTC |
| Received | 2 Apr 2022, 1:07:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 17 min 42 sec |
| CPU time | 1 hours 6 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311796 | val_loss: 0.0311899 | Time: 2186.69 ms
[2022-04-02 02:47:38 main:574] : INFO : Epoch 1543 | loss: 0.03118 | val_loss: 0.0311897 | Time: 2211.3 ms
[2022-04-02 02:47:41 main:574] : INFO : Epoch 1544 | loss: 0.0311805 | val_loss: 0.031189 | Time: 2200.55 ms
[2022-04-02 02:47:43 main:574] : INFO : Epoch 1545 | loss: 0.0311792 | val_loss: 0.0311898 | Time: 2230.69 ms
[2022-04-02 02:47:45 main:574] : INFO : Epoch 1546 | loss: 0.0311779 | val_loss: 0.0311904 | Time: 2191.09 ms
[2022-04-02 02:47:47 main:574] : INFO : Epoch 1547 | loss: 0.031179 | val_loss: 0.031191 | Time: 2188.91 ms
[2022-04-02 02:47:50 main:574] : INFO : Epoch 1548 | loss: 0.0311782 | val_loss: 0.0311889 | Time: 2191.32 ms
[2022-04-02 02:47:52 main:574] : INFO : Epoch 1549 | loss: 0.0311781 | val_loss: 0.0311894 | Time: 2217.75 ms
[2022-04-02 02:47:54 main:574] : INFO : Epoch 1550 | loss: 0.0311775 | val_loss: 0.0311905 | Time: 2190.51 ms
[2022-04-02 02:47:56 main:574] : INFO : Epoch 1551 | loss: 0.0311772 | val_loss: 0.0311914 | Time: 2209.37 ms
[2022-04-02 02:47:59 main:574] : INFO : Epoch 1552 | loss: 0.0311781 | val_loss: 0.0311916 | Time: 2212.77 ms
[2022-04-02 02:48:01 main:574] : INFO : Epoch 1553 | loss: 0.0311787 | val_loss: 0.0311898 | Time: 2198.87 ms
[2022-04-02 02:48:03 main:574] : INFO : Epoch 1554 | loss: 0.0311779 | val_loss: 0.0311934 | Time: 2230.52 ms
[2022-04-02 02:48:06 main:574] : INFO : Epoch 1555 | loss: 0.0311801 | val_loss: 0.0311934 | Time: 2207.98 ms
[2022-04-02 02:48:08 main:574] : INFO : Epoch 1556 | loss: 0.0311804 | val_loss: 0.0311902 | Time: 2249.86 ms
[2022-04-02 02:48:10 main:574] : INFO : Epoch 1557 | loss: 0.0311764 | val_loss: 0.0311921 | Time: 2169.97 ms
[2022-04-02 02:48:12 main:574] : INFO : Epoch 1558 | loss: 0.0311765 | val_loss: 0.0311886 | Time: 2192.06 ms
[2022-04-02 02:48:15 main:574] : INFO : Epoch 1559 | loss: 0.0311772 | val_loss: 0.031189 | Time: 2218.6 ms
[2022-04-02 02:48:17 main:574] : INFO : Epoch 1560 | loss: 0.0311755 | val_loss: 0.0311895 | Time: 2242.41 ms
[2022-04-02 02:48:19 main:574] : INFO : Epoch 1561 | loss: 0.0311753 | val_loss: 0.0311911 | Time: 2221.24 ms
[2022-04-02 02:48:22 main:574] : INFO : Epoch 1562 | loss: 0.0311758 | val_loss: 0.0311895 | Time: 2238.47 ms
[2022-04-02 02:48:24 main:574] : INFO : Epoch 1563 | loss: 0.0311773 | val_loss: 0.031197 | Time: 2217.43 ms
[2022-04-02 02:48:26 main:574] : INFO : Epoch 1564 | loss: 0.0311778 | val_loss: 0.0311898 | Time: 2220.83 ms
[2022-04-02 02:48:28 main:574] : INFO : Epoch 1565 | loss: 0.0311756 | val_loss: 0.0311908 | Time: 2176.08 ms
[2022-04-02 02:48:31 main:574] : INFO : Epoch 1566 | loss: 0.0311813 | val_loss: 0.0311904 | Time: 2214.36 ms
[2022-04-02 02:48:33 main:574] : INFO : Epoch 1567 | loss: 0.0311781 | val_loss: 0.03119 | Time: 2200.76 ms
[2022-04-02 02:48:35 main:574] : INFO : Epoch 1568 | loss: 0.031176 | val_loss: 0.0311915 | Time: 2193.65 ms
[2022-04-02 02:48:37 main:574] : INFO : Epoch 1569 | loss: 0.0311758 | val_loss: 0.031189 | Time: 2181.3 ms
[2022-04-02 02:48:40 main:574] : INFO : Epoch 1570 | loss: 0.0311747 | val_loss: 0.0311924 | Time: 2228.75 ms
[2022-04-02 02:48:42 main:574] : INFO : Epoch 1571 | loss: 0.0311752 | val_loss: 0.0311959 | Time: 2216.02 ms
[2022-04-02 02:48:44 main:574] : INFO : Epoch 1572 | loss: 0.031177 | val_loss: 0.0311915 | Time: 2232.55 ms
[2022-04-02 02:48:46 main:574] : INFO : Epoch 1573 | loss: 0.0311748 | val_loss: 0.0311929 | Time: 2204.95 ms
[2022-04-02 02:48:49 main:574] : INFO : Epoch 1574 | loss: 0.0311732 | val_loss: 0.0311922 | Time: 2214.65 ms
[2022-04-02 02:48:51 main:574] : INFO : Epoch 1575 | loss: 0.0311728 | val_loss: 0.0311911 | Time: 2204.44 ms
[2022-04-02 02:48:53 main:574] : INFO : Epoch 1576 | loss: 0.0311732 | val_loss: 0.0311915 | Time: 2203.31 ms
[2022-04-02 02:48:56 main:574] : INFO : Epoch 1577 | loss: 0.0311746 | val_loss: 0.0311931 | Time: 2237.88 ms
[2022-04-02 02:48:58 main:574] : INFO : Epoch 1578 | loss: 0.0311766 | val_loss: 0.0311939 | Time: 2232.81 ms
[2022-04-02 02:49:00 main:574] : INFO : Epoch 1579 | loss: 0.0311742 | val_loss: 0.0311903 | Time: 2242.17 ms
[2022-04-02 02:49:02 main:574] : INFO : Epoch 1580 | loss: 0.0311748 | val_loss: 0.0311944 | Time: 2191.08 ms
[2022-04-02 02:49:05 main:574] : INFO : Epoch 1581 | loss: 0.0311758 | val_loss: 0.0312012 | Time: 2161.55 ms
[2022-04-02 02:49:07 main:574] : INFO : Epoch 1582 | loss: 0.0311814 | val_loss: 0.0312015 | Time: 2205.82 ms
[2022-04-02 02:49:09 main:574] : INFO : Epoch 1583 | loss: 0.0320756 | val_loss: 0.0502642 | Time: 2235.15 ms
[2022-04-02 02:49:11 main:574] : INFO : Epoch 1584 | loss: 0.0354469 | val_loss: 0.0334673 | Time: 2205.62 ms
[2022-04-02 02:49:14 main:574] : INFO : Epoch 1585 | loss: 0.0317654 | val_loss: 0.0314527 | Time: 2243.07 ms
[2022-04-02 02:49:16 main:574] : INFO : Epoch 1586 | loss: 0.0313039 | val_loss: 0.0312522 | Time: 2205.26 ms
[2022-04-02 02:49:18 main:574] : INFO : Epoch 1587 | loss: 0.0312442 | val_loss: 0.031231 | Time: 2169.73 ms
[2022-04-02 02:49:21 main:574] : INFO : Epoch 1588 | loss: 0.0312264 | val_loss: 0.0312184 | Time: 2216.42 ms
[2022-04-02 02:49:23 main:574] : INFO : Epoch 1589 | loss: 0.0312162 | val_loss: 0.0312118 | Time: 2231.63 ms
[2022-04-02 02:49:25 main:574] : INFO : Epoch 1590 | loss: 0.0312118 | val_loss: 0.0312086 | Time: 2231.08 ms
[2022-04-02 02:49:27 main:574] : INFO : Epoch 1591 | loss: 0.031208 | val_loss: 0.0312032 | Time: 2226.28 ms
[2022-04-02 02:49:30 main:574] : INFO : Epoch 1592 | loss: 0.0312032 | val_loss: 0.0312025 | Time: 2222.03 ms
[2022-04-02 02:49:32 main:574] : INFO : Epoch 1593 | loss: 0.0312016 | val_loss: 0.0311998 | Time: 2211.27 ms
[2022-04-02 02:49:34 main:574] : INFO : Epoch 1594 | loss: 0.0312001 | val_loss: 0.0311987 | Time: 2194.71 ms
[2022-04-02 02:49:36 main:574] : INFO : Epoch 1595 | loss: 0.0311992 | val_loss: 0.0311978 | Time: 2216.02 ms
[2022-04-02 02:49:39 main:574] : INFO : Epoch 1596 | loss: 0.0311984 | val_loss: 0.0311977 | Time: 2176.68 ms
[2022-04-02 02:49:41 main:574] : INFO : Epoch 1597 | loss: 0.0311976 | val_loss: 0.0311958 | Time: 2244.84 ms
[2022-04-02 02:49:43 main:574] : INFO : Epoch 1598 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 2207.26 ms
[2022-04-02 02:49:46 main:574] : INFO : Epoch 1599 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 2247.98 ms
[2022-04-02 02:49:48 main:574] : INFO : Epoch 1600 | loss: 0.0311944 | val_loss: 0.0311988 | Time: 2183.2 ms
[2022-04-02 02:49:50 main:574] : INFO : Epoch 1601 | loss: 0.0311973 | val_loss: 0.0311941 | Time: 2226.11 ms
[2022-04-02 02:49:52 main:574] : INFO : Epoch 1602 | loss: 0.031194 | val_loss: 0.0311927 | Time: 2190.04 ms
[2022-04-02 02:49:55 main:574] : INFO : Epoch 1603 | loss: 0.0311925 | val_loss: 0.0311911 | Time: 2189.02 ms
[2022-04-02 02:49:57 main:574] : INFO : Epoch 1604 | loss: 0.0311921 | val_loss: 0.0311923 | Time: 2203.93 ms
[2022-04-02 02:49:59 main:574] : INFO : Epoch 1605 | loss: 0.0311913 | val_loss: 0.0311912 | Time: 2227.68 ms
[2022-04-02 02:50:01 main:574] : INFO : Epoch 1606 | loss: 0.031191 | val_loss: 0.0311908 | Time: 2188.92 ms
[2022-04-02 02:50:04 main:574] : INFO : Epoch 1607 | loss: 0.0311909 | val_loss: 0.0311901 | Time: 2250.23 ms
[2022-04-02 02:50:06 main:574] : INFO : Epoch 1608 | loss: 0.0311894 | val_loss: 0.0311897 | Time: 2205.35 ms
[2022-04-02 02:50:08 main:574] : INFO : Epoch 1609 | loss: 0.0311891 | val_loss: 0.0311892 | Time: 2217.45 ms
[2022-04-02 02:50:10 main:574] : INFO : Epoch 1610 | loss: 0.0311895 | val_loss: 0.0311908 | Time: 2210.59 ms
[2022-04-02 02:50:13 main:574] : INFO : Epoch 1611 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 2161.24 ms
[2022-04-02 02:50:15 main:574] : INFO : Epoch 1612 | loss: 0.0311876 | val_loss: 0.0311882 | Time: 2191.91 ms
[2022-04-02 02:50:17 main:574] : INFO : Epoch 1613 | loss: 0.0311871 | val_loss: 0.0311877 | Time: 2205.56 ms
[2022-04-02 02:50:19 main:574] : INFO : Epoch 1614 | loss: 0.0311882 | val_loss: 0.0311897 | Time: 2200.62 ms
[2022-04-02 02:50:22 main:574] : INFO : Epoch 1615 | loss: 0.031188 | val_loss: 0.0311881 | Time: 2208.78 ms
[2022-04-02 02:50:24 main:574] : INFO : Epoch 1616 | loss: 0.0311871 | val_loss: 0.0311879 | Time: 2246.28 ms
[2022-04-02 02:50:26 main:574] : INFO : Epoch 1617 | loss: 0.0311869 | val_loss: 0.0311883 | Time: 2242.12 ms
[2022-04-02 02:50:29 main:574] : INFO : Epoch 1618 | loss: 0.031186 | val_loss: 0.0311876 | Time: 2234.01 ms
[2022-04-02 02:50:31 main:574] : INFO : Epoch 1619 | loss: 0.0311853 | val_loss: 0.0311877 | Time: 2198.05 ms
[2022-04-02 02:50:33 main:574] : INFO : Epoch 1620 | loss: 0.0311843 | val_loss: 0.031188 | Time: 2230.36 ms
[2022-04-02 02:50:35 main:574] : INFO : Epoch 1621 | loss: 0.0311846 | val_loss: 0.0311885 | Time: 2197.96 ms
[2022-04-02 02:50:38 main:574] : INFO : Epoch 1622 | loss: 0.0311846 | val_loss: 0.0311869 | Time: 2234.13 ms
[2022-04-02 02:50:40 main:574] : INFO : Epoch 1623 | loss: 0.0311846 | val_loss: 0.0311883 | Time: 2248.85 ms
[2022-04-02 02:50:42 main:574] : INFO : Epoch 1624 | loss: 0.0311869 | val_loss: 0.0311881 | Time: 2161.17 ms
[2022-04-02 02:50:44 main:574] : INFO : Epoch 1625 | loss: 0.0311843 | val_loss: 0.0311876 | Time: 2190.6 ms
[2022-04-02 02:50:47 main:574] : INFO : Epoch 1626 | loss: 0.0311836 | val_loss: 0.0311872 | Time: 2191.5 ms
[2022-04-02 02:50:49 main:574] : INFO : Epoch 1627 | loss: 0.0311827 | val_loss: 0.0311878 | Time: 2244.75 ms
[2022-04-02 02:50:51 main:574] : INFO : Epoch 1628 | loss: 0.0311825 | val_loss: 0.031187 | Time: 2209.61 ms
[2022-04-02 02:50:54 main:574] : INFO : Epoch 1629 | loss: 0.0311826 | val_loss: 0.0311874 | Time: 2269.16 ms
[2022-04-02 02:50:56 main:574] : INFO : Epoch 1630 | loss: 0.031182 | val_loss: 0.031187 | Time: 2247.19 ms
[2022-04-02 02:50:58 main:574] : INFO : Epoch 1631 | loss: 0.0311821 | val_loss: 0.031186 | Time: 2189.71 ms
[2022-04-02 02:51:00 main:574] : INFO : Epoch 1632 | loss: 0.0311815 | val_loss: 0.0311883 | Time: 2222.43 ms
[2022-04-02 02:51:03 main:574] : INFO : Epoch 1633 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 2240.86 ms
[2022-04-02 02:51:05 main:574] : INFO : Epoch 1634 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 2190.89 ms
[2022-04-02 02:51:07 main:574] : INFO : Epoch 1635 | loss: 0.0311816 | val_loss: 0.0311867 | Time: 2228.9 ms
[2022-04-02 02:51:09 main:574] : INFO : Epoch 1636 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 2125.04 ms
[2022-04-02 02:51:12 main:574] : INFO : Epoch 1637 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 2196.68 ms
[2022-04-02 02:51:14 main:574] : INFO : Epoch 1638 | loss: 0.0311807 | val_loss: 0.031187 | Time: 2197.04 ms
[2022-04-02 02:51:16 main:574] : INFO : Epoch 1639 | loss: 0.0311807 | val_loss: 0.0311868 | Time: 2200.8 ms
[2022-04-02 02:51:18 main:574] : INFO : Epoch 1640 | loss: 0.0311797 | val_loss: 0.0311882 | Time: 2208.13 ms
[2022-04-02 02:51:21 main:574] : INFO : Epoch 1641 | loss: 0.0311803 | val_loss: 0.0311881 | Time: 2146.24 ms
[2022-04-02 02:51:23 main:574] : INFO : Epoch 1642 | loss: 0.0311801 | val_loss: 0.0311883 | Time: 2199.75 ms
[2022-04-02 02:51:25 main:574] : INFO : Epoch 1643 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 2143.51 ms
[2022-04-02 02:51:27 main:574] : INFO : Epoch 1644 | loss: 0.0311801 | val_loss: 0.031189 | Time: 2191.52 ms
[2022-04-02 02:51:30 main:574] : INFO : Epoch 1645 | loss: 0.031181 | val_loss: 0.0311872 | Time: 2188.36 ms
[2022-04-02 02:51:32 main:574] : INFO : Epoch 1646 | loss: 0.0311797 | val_loss: 0.0311884 | Time: 2226.18 ms
[2022-04-02 02:51:34 main:574] : INFO : Epoch 1647 | loss: 0.0311807 | val_loss: 0.0311897 | Time: 2221.52 ms
[2022-04-02 02:51:36 main:574] : INFO : Epoch 1648 | loss: 0.0311815 | val_loss: 0.031187 | Time: 2176.63 ms
[2022-04-02 02:51:39 main:574] : INFO : Epoch 1649 | loss: 0.031179 | val_loss: 0.0311864 | Time: 2177.65 ms
[2022-04-02 02:51:41 main:574] : INFO : Epoch 1650 | loss: 0.0311787 | val_loss: 0.0311872 | Time: 2244.02 ms
[2022-04-02 02:51:43 main:574] : INFO : Epoch 1651 | loss: 0.0311793 | val_loss: 0.0311884 | Time: 2226.73 ms
[2022-04-02 02:51:46 main:574] : INFO : Epoch 1652 | loss: 0.0311786 | val_loss: 0.0311868 | Time: 2187.3 ms
[2022-04-02 02:51:48 main:574] : INFO : Epoch 1653 | loss: 0.0311786 | val_loss: 0.0311945 | Time: 2192.97 ms
[2022-04-02 02:51:50 main:574] : INFO : Epoch 1654 | loss: 0.0311799 | val_loss: 0.0311897 | Time: 2211.16 ms
[2022-04-02 02:51:52 main:574] : INFO : Epoch 1655 | loss: 0.031181 | val_loss: 0.0311939 | Time: 2208.87 ms
[2022-04-02 02:51:55 main:574] : INFO : Epoch 1656 | loss: 0.0311789 | val_loss: 0.0311872 | Time: 2192.72 ms
[2022-04-02 02:51:57 main:574] : INFO : Epoch 1657 | loss: 0.0311775 | val_loss: 0.0311864 | Time: 2221.18 ms
[2022-04-02 02:51:59 main:574] : INFO : Epoch 1658 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 2174.55 ms
[2022-04-02 02:52:01 main:574] : INFO : Epoch 1659 | loss: 0.0311798 | val_loss: 0.0311882 | Time: 2200.19 ms
[2022-04-02 02:52:04 main:574] : INFO : Epoch 1660 | loss: 0.0311783 | val_loss: 0.0311851 | Time: 2162.88 ms
[2022-04-02 02:52:06 main:574] : INFO : Epoch 1661 | loss: 0.0311766 | val_loss: 0.0311856 | Time: 2205.4 ms
[2022-04-02 02:52:08 main:574] : INFO : Epoch 1662 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2223.17 ms
[2022-04-02 02:52:10 main:574] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.0311875 | Time: 2253.54 ms
[2022-04-02 02:52:13 main:574] : INFO : Epoch 1664 | loss: 0.0311774 | val_loss: 0.0311864 | Time: 2195.78 ms
[2022-04-02 02:52:15 main:574] : INFO : Epoch 1665 | loss: 0.0311777 | val_loss: 0.0311864 | Time: 2270.63 ms
[2022-04-02 02:52:17 main:574] : INFO : Epoch 1666 | loss: 0.0311775 | val_loss: 0.031187 | Time: 2185.58 ms
[2022-04-02 02:52:19 main:574] : INFO : Epoch 1667 | loss: 0.0311757 | val_loss: 0.0311864 | Time: 2211.59 ms
[2022-04-02 02:52:22 main:574] : INFO : Epoch 1668 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2230.39 ms
[2022-04-02 02:52:24 main:574] : INFO : Epoch 1669 | loss: 0.0311763 | val_loss: 0.0311872 | Time: 2204.85 ms
[2022-04-02 02:52:26 main:574] : INFO : Epoch 1670 | loss: 0.0311773 | val_loss: 0.0311844 | Time: 2194.82 ms
[2022-04-02 02:52:28 main:574] : INFO : Epoch 1671 | loss: 0.0311762 | val_loss: 0.0311861 | Time: 2170.63 ms
[2022-04-02 02:52:31 main:574] : INFO : Epoch 1672 | loss: 0.0311755 | val_loss: 0.0311852 | Time: 2142.88 ms
[2022-04-02 02:52:33 main:574] : INFO : Epoch 1673 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 2187.65 ms
[2022-04-02 02:52:35 main:574] : INFO : Epoch 1674 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 2210.26 ms
[2022-04-02 02:52:37 main:574] : INFO : Epoch 1675 | loss: 0.0311747 | val_loss: 0.0311865 | Time: 2201.27 ms
[2022-04-02 02:52:40 main:574] : INFO : Epoch 1676 | loss: 0.0311757 | val_loss: 0.0311879 | Time: 2215.87 ms
[2022-04-02 02:52:42 main:574] : INFO : Epoch 1677 | loss: 0.0311738 | val_loss: 0.0311885 | Time: 2239.49 ms
[2022-04-02 02:52:44 main:574] : INFO : Epoch 1678 | loss: 0.0311743 | val_loss: 0.0311878 | Time: 2233.72 ms
[2022-04-02 02:52:47 main:574] : INFO : Epoch 1679 | loss: 0.0311738 | val_loss: 0.031187 | Time: 2208.5 ms
[2022-04-02 02:52:49 main:574] : INFO : Epoch 1680 | loss: 0.0311736 | val_loss: 0.0311862 | Time: 2246.42 ms
[2022-04-02 02:52:51 main:574] : INFO : Epoch 1681 | loss: 0.0311742 | val_loss: 0.0311867 | Time: 2202.53 ms
[2022-04-02 02:52:53 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311857 | Time: 2229.13 ms
[2022-04-02 02:52:56 main:574] : INFO : Epoch 1683 | loss: 0.0311744 | val_loss: 0.0311874 | Time: 2187.61 ms
[2022-04-02 02:52:58 main:574] : INFO : Epoch 1684 | loss: 0.0311754 | val_loss: 0.031187 | Time: 2230.42 ms
[2022-04-02 02:53:00 main:574] : INFO : Epoch 1685 | loss: 0.0311764 | val_loss: 0.0311855 | Time: 2244.11 ms
[2022-04-02 02:53:03 main:574] : INFO : Epoch 1686 | loss: 0.0311775 | val_loss: 0.0311933 | Time: 2217.66 ms
[2022-04-02 02:53:05 main:574] : INFO : Epoch 1687 | loss: 0.0311765 | val_loss: 0.0311867 | Time: 2189.82 ms
[2022-04-02 02:53:07 main:574] : INFO : Epoch 1688 | loss: 0.0311771 | val_loss: 0.0311861 | Time: 2206.83 ms
[2022-04-02 02:53:09 main:574] : INFO : Epoch 1689 | loss: 0.031176 | val_loss: 0.0311906 | Time: 2192.16 ms
[2022-04-02 02:53:12 main:574] : INFO : Epoch 1690 | loss: 0.0311741 | val_loss: 0.0311885 | Time: 2186.82 ms
[2022-04-02 02:53:14 main:574] : INFO : Epoch 1691 | loss: 0.0311733 | val_loss: 0.03119 | Time: 2201 ms
[2022-04-02 02:53:16 main:574] : INFO : Epoch 1692 | loss: 0.0311753 | val_loss: 0.0311837 | Time: 2216.25 ms
[2022-04-02 02:53:18 main:574] : INFO : Epoch 1693 | loss: 0.0311726 | val_loss: 0.0311858 | Time: 2240.33 ms
[2022-04-02 02:53:21 main:574] : INFO : Epoch 1694 | loss: 0.0311718 | val_loss: 0.031185 | Time: 2232.94 ms
[2022-04-02 02:53:23 main:574] : INFO : Epoch 1695 | loss: 0.0311719 | val_loss: 0.0311874 | Time: 2178.31 ms
[2022-04-02 02:53:25 main:574] : INFO : Epoch 1696 | loss: 0.0311723 | val_loss: 0.0311883 | Time: 2256.14 ms
[2022-04-02 02:53:28 main:574] : INFO : Epoch 1697 | loss: 0.0311728 | val_loss: 0.0311871 | Time: 2279.2 ms
[2022-04-02 02:53:30 main:574] : INFO : Epoch 1698 | loss: 0.0311711 | val_loss: 0.031185 | Time: 2211.88 ms
[2022-04-02 02:53:32 main:574] : INFO : Epoch 1699 | loss: 0.031172 | val_loss: 0.031188 | Time: 2181.9 ms
[2022-04-02 02:53:34 main:574] : INFO : Epoch 1700 | loss: 0.0311732 | val_loss: 0.0311868 | Time: 2180.75 ms
[2022-04-02 02:53:37 main:574] : INFO : Epoch 1701 | loss: 0.0311712 | val_loss: 0.0311852 | Time: 2202.9 ms
[2022-04-02 02:53:39 main:574] : INFO : Epoch 1702 | loss: 0.0311703 | val_loss: 0.0311875 | Time: 2213.91 ms
[2022-04-02 02:53:41 main:574] : INFO : Epoch 1703 | loss: 0.0311693 | val_loss: 0.0311867 | Time: 2253.26 ms
[2022-04-02 02:53:44 main:574] : INFO : Epoch 1704 | loss: 0.0311713 | val_loss: 0.0311872 | Time: 2192.63 ms
[2022-04-02 02:53:46 main:574] : INFO : Epoch 1705 | loss: 0.0311705 | val_loss: 0.0311983 | Time: 2197.37 ms
[2022-04-02 02:53:48 main:574] : INFO : Epoch 1706 | loss: 0.0311744 | val_loss: 0.0311877 | Time: 2246.62 ms
[2022-04-02 02:53:50 main:574] : INFO : Epoch 1707 | loss: 0.0311712 | val_loss: 0.0311872 | Time: 2209.2 ms
[2022-04-02 02:53:53 main:574] : INFO : Epoch 1708 | loss: 0.0311709 | val_loss: 0.0311894 | Time: 2221.29 ms
[2022-04-02 02:53:55 main:574] : INFO : Epoch 1709 | loss: 0.0311763 | val_loss: 0.0311917 | Time: 2228.66 ms
[2022-04-02 02:53:57 main:574] : INFO : Epoch 1710 | loss: 0.0311731 | val_loss: 0.0311952 | Time: 2232.62 ms
[2022-04-02 02:54:00 main:574] : INFO : Epoch 1711 | loss: 0.0311736 | val_loss: 0.031186 | Time: 2251.27 ms
[2022-04-02 02:54:02 main:574] : INFO : Epoch 1712 | loss: 0.0311738 | val_loss: 0.0311957 | Time: 2134.58 ms
[2022-04-02 02:54:04 main:574] : INFO : Epoch 1713 | loss: 0.0311726 | val_loss: 0.0311873 | Time: 2242.38 ms
[2022-04-02 02:54:06 main:574] : INFO : Epoch 1714 | loss: 0.0311696 | val_loss: 0.0311857 | Time: 2176.42 ms
[2022-04-02 02:54:09 main:574] : INFO : Epoch 1715 | loss: 0.0311701 | val_loss: 0.031188 | Time: 2206.69 ms
[2022-04-02 02:54:11 main:574] : INFO : Epoch 1716 | loss: 0.0311714 | val_loss: 0.0311836 | Time: 2204.22 ms
[2022-04-02 02:54:13 main:574] : INFO : Epoch 1717 | loss: 0.0311741 | val_loss: 0.0311907 | Time: 2206.35 ms
[2022-04-02 02:54:15 main:574] : INFO : Epoch 1718 | loss: 0.0311708 | val_loss: 0.0311832 | Time: 2166.71 ms
[2022-04-02 02:54:18 main:574] : INFO : Epoch 1719 | loss: 0.0311688 | val_loss: 0.0311874 | Time: 2208.1 ms
[2022-04-02 02:54:20 main:574] : INFO : Epoch 1720 | loss: 0.031171 | val_loss: 0.0311888 | Time: 2204.19 ms
[2022-04-02 02:54:22 main:574] : INFO : Epoch 1721 | loss: 0.0311726 | val_loss: 0.0311849 | Time: 2215.42 ms
[2022-04-02 02:54:24 main:574] : INFO : Epoch 1722 | loss: 0.0311691 | val_loss: 0.0311854 | Time: 2230.93 ms
[2022-04-02 02:54:27 main:574] : INFO : Epoch 1723 | loss: 0.0311703 | val_loss: 0.0311874 | Time: 2211.02 ms
[2022-04-02 02:54:29 main:574] : INFO : Epoch 1724 | loss: 0.0311699 | val_loss: 0.0311851 | Time: 2223.72 ms
[2022-04-02 02:54:31 main:574] : INFO : Epoch 1725 | loss: 0.0311692 | val_loss: 0.031188 | Time: 2201.12 ms
[2022-04-02 02:54:33 main:574] : INFO : Epoch 1726 | loss: 0.0311692 | val_loss: 0.0311867 | Time: 2172.23 ms
[2022-04-02 02:54:36 main:574] : INFO : Epoch 1727 | loss: 0.0311684 | val_loss: 0.0311863 | Time: 2202.72 ms
[2022-04-02 02:54:38 main:574] : INFO : Epoch 1728 | loss: 0.0311693 | val_loss: 0.0311859 | Time: 2190.96 ms
[2022-04-02 02:54:40 main:574] : INFO : Epoch 1729 | loss: 0.0311698 | val_loss: 0.0311837 | Time: 2202.31 ms
[2022-04-02 02:54:42 main:574] : INFO : Epoch 1730 | loss: 0.0311685 | val_loss: 0.0311854 | Time: 2184.16 ms
[2022-04-02 02:54:45 main:574] : INFO : Epoch 1731 | loss: 0.0311686 | val_loss: 0.0311848 | Time: 2219.94 ms
[2022-04-02 02:54:47 main:574] : INFO : Epoch 1732 | loss: 0.0311721 | val_loss: 0.0311918 | Time: 2183.68 ms
[2022-04-02 02:54:49 main:574] : INFO : Epoch 1733 | loss: 0.0311716 | val_loss: 0.031187 | Time: 2227.22 ms
[2022-04-02 02:54:52 main:574] : INFO : Epoch 1734 | loss: 0.0311683 | val_loss: 0.0311863 | Time: 2241.25 ms
[2022-04-02 02:54:54 main:574] : INFO : Epoch 1735 | loss: 0.0311674 | val_loss: 0.0311898 | Time: 2208.07 ms
[2022-04-02 02:54:56 main:574] : INFO : Epoch 1736 | loss: 0.0311669 | val_loss: 0.0311843 | Time: 2183.49 ms
[2022-04-02 02:54:58 main:574] : INFO : Epoch 1737 | loss: 0.0311675 | val_loss: 0.0311867 | Time: 2231.08 ms
[2022-04-02 02:55:01 main:574] : INFO : Epoch 1738 | loss: 0.0311689 | val_loss: 0.0311828 | Time: 2178.33 ms
[2022-04-02 02:55:03 main:574] : INFO : Epoch 1739 | loss: 0.0311683 | val_loss: 0.0311852 | Time: 2172.88 ms
[2022-04-02 02:55:05 main:574] : INFO : Epoch 1740 | loss: 0.0311662 | val_loss: 0.0311863 | Time: 2242.95 ms
[2022-04-02 02:55:07 main:574] : INFO : Epoch 1741 | loss: 0.0311669 | val_loss: 0.0311877 | Time: 2212.5 ms
[2022-04-02 02:55:10 main:574] : INFO : Epoch 1742 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 2216.95 ms
[2022-04-02 02:55:12 main:574] : INFO : Epoch 1743 | loss: 0.0311649 | val_loss: 0.0311846 | Time: 2209.03 ms
[2022-04-02 02:55:14 main:574] : INFO : Epoch 1744 | loss: 0.0311678 | val_loss: 0.0311876 | Time: 2198.77 ms
[2022-04-02 02:55:17 main:574] : INFO : Epoch 1745 | loss: 0.0311715 | val_loss: 0.0311855 | Time: 2188.69 ms
[2022-04-02 02:55:19 main:574] : INFO : Epoch 1746 | loss: 0.031168 | val_loss: 0.0311859 | Time: 2232.77 ms
[2022-04-02 02:55:21 main:574] : INFO : Epoch 1747 | loss: 0.0311701 | val_loss: 0.0311885 | Time: 2182.22 ms
[2022-04-02 02:55:23 main:574] : INFO : Epoch 1748 | loss: 0.0311715 | val_loss: 0.0311895 | Time: 2207.68 ms
[2022-04-02 02:55:26 main:574] : INFO : Epoch 1749 | loss: 0.0311669 | val_loss: 0.0311916 | Time: 2187.65 ms
[2022-04-02 02:55:28 main:574] : INFO : Epoch 1750 | loss: 0.0311687 | val_loss: 0.0311842 | Time: 2200.52 ms
[2022-04-02 02:55:30 main:574] : INFO : Epoch 1751 | loss: 0.0311658 | val_loss: 0.0311891 | Time: 2200.01 ms
[2022-04-02 02:55:33 main:574] : INFO : Epoch 1752 | loss: 0.0311659 | val_loss: 0.0311843 | Time: 2245.6 ms
[2022-04-02 02:55:35 main:574] : INFO : Epoch 1753 | loss: 0.0311655 | val_loss: 0.0311863 | Time: 2196.05 ms
[2022-04-02 02:55:37 main:574] : INFO : Epoch 1754 | loss: 0.0311664 | val_loss: 0.0311867 | Time: 2213.07 ms
[2022-04-02 02:55:39 main:574] : INFO : Epoch 1755 | loss: 0.0311655 | val_loss: 0.0311846 | Time: 2212.14 ms
[2022-04-02 02:55:42 main:574] : INFO : Epoch 1756 | loss: 0.0311667 | val_loss: 0.0311877 | Time: 2219.49 ms
[2022-04-02 02:55:44 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.0311862 | Time: 2209 ms
[2022-04-02 02:55:46 main:574] : INFO : Epoch 1758 | loss: 0.0311637 | val_loss: 0.0311866 | Time: 2196.42 ms
[2022-04-02 02:55:49 main:574] : INFO : Epoch 1759 | loss: 0.0311633 | val_loss: 0.0311872 | Time: 2216.93 ms
[2022-04-02 02:55:51 main:574] : INFO : Epoch 1760 | loss: 0.0311652 | val_loss: 0.031186 | Time: 2241.87 ms
[2022-04-02 02:55:53 main:574] : INFO : Epoch 1761 | loss: 0.0311698 | val_loss: 0.031196 | Time: 2182.63 ms
[2022-04-02 02:55:55 main:574] : INFO : Epoch 1762 | loss: 0.0311678 | val_loss: 0.0311883 | Time: 2189.53 ms
[2022-04-02 02:55:58 main:574] : INFO : Epoch 1763 | loss: 0.0311646 | val_loss: 0.0311867 | Time: 2216.3 ms
[2022-04-02 02:56:00 main:574] : INFO : Epoch 1764 | loss: 0.0311647 | val_loss: 0.0311874 | Time: 2172.82 ms
[2022-04-02 02:56:02 main:574] : INFO : Epoch 1765 | loss: 0.0311631 | val_loss: 0.0311866 | Time: 2189.19 ms
[2022-04-02 02:56:04 main:574] : INFO : Epoch 1766 | loss: 0.0311637 | val_loss: 0.0311873 | Time: 2209.35 ms
[2022-04-02 02:56:07 main:574] : INFO : Epoch 1767 | loss: 0.0311652 | val_loss: 0.031187 | Time: 2222.76 ms
[2022-04-02 02:56:09 main:574] : INFO : Epoch 1768 | loss: 0.0311637 | val_loss: 0.0311872 | Time: 2195.04 ms
[2022-04-02 02:56:11 main:574] : INFO : Epoch 1769 | loss: 0.0311684 | val_loss: 0.0311907 | Time: 2186.21 ms
[2022-04-02 02:56:13 main:574] : INFO : Epoch 1770 | loss: 0.0311683 | val_loss: 0.0311888 | Time: 2204.19 ms
[2022-04-02 02:56:16 main:574] : INFO : Epoch 1771 | loss: 0.0311657 | val_loss: 0.0311864 | Time: 2204.33 ms
[2022-04-02 02:56:18 main:574] : INFO : Epoch 1772 | loss: 0.0311646 | val_loss: 0.0311883 | Time: 2207.44 ms
[2022-04-02 02:56:20 main:574] : INFO : Epoch 1773 | loss: 0.0311624 | val_loss: 0.0311891 | Time: 2155.71 ms
[2022-04-02 02:56:22 main:574] : INFO : Epoch 1774 | loss: 0.0311645 | val_loss: 0.0312003 | Time: 2197.06 ms
[2022-04-02 02:56:25 main:574] : INFO : Epoch 1775 | loss: 0.0311679 | val_loss: 0.031185 | Time: 2217.31 ms
[2022-04-02 02:56:27 main:574] : INFO : Epoch 1776 | loss: 0.0311646 | val_loss: 0.0311902 | Time: 2192.26 ms
[2022-04-02 02:56:29 main:574] : INFO : Epoch 1777 | loss: 0.0311698 | val_loss: 0.0311904 | Time: 2205.52 ms
[2022-04-02 02:56:32 main:574] : INFO : Epoch 1778 | loss: 0.0311677 | val_loss: 0.0311894 | Time: 2165.56 ms
[2022-04-02 02:56:34 main:574] : INFO : Epoch 1779 | loss: 0.0311681 | val_loss: 0.0311866 | Time: 2206.99 ms
[2022-04-02 02:56:36 main:574] : INFO : Epoch 1780 | loss: 0.0311645 | val_loss: 0.0311854 | Time: 2233.06 ms
[2022-04-02 02:56:38 main:574] : INFO : Epoch 1781 | loss: 0.0311642 | val_loss: 0.0311932 | Time: 2265.33 ms
[2022-04-02 02:56:41 main:574] : INFO : Epoch 1782 | loss: 0.031165 | val_loss: 0.0311882 | Time: 2228.54 ms
[2022-04-02 02:56:43 main:574] : INFO : Epoch 1783 | loss: 0.0311671 | val_loss: 0.0311863 | Time: 2220.66 ms
[2022-04-02 02:56:45 main:574] : INFO : Epoch 1784 | loss: 0.0311683 | val_loss: 0.031197 | Time: 2227.75 ms
[2022-04-02 02:56:48 main:574] : INFO : Epoch 1785 | loss: 0.0311698 | val_loss: 0.0311901 | Time: 2217.74 ms
[2022-04-02 02:56:50 main:574] : INFO : Epoch 1786 | loss: 0.0311671 | val_loss: 0.0311866 | Time: 2231.41 ms
[2022-04-02 02:56:52 main:574] : INFO : Epoch 1787 | loss: 0.0311646 | val_loss: 0.0311914 | Time: 2209.77 ms
[2022-04-02 02:56:54 main:574] : INFO : Epoch 1788 | loss: 0.0311658 | val_loss: 0.0311876 | Time: 2239.73 ms
[2022-04-02 02:56:57 main:574] : INFO : Epoch 1789 | loss: 0.0311717 | val_loss: 0.0311927 | Time: 2163.86 ms
[2022-04-02 02:56:59 main:574] : INFO : Epoch 1790 | loss: 0.03117 | val_loss: 0.0311888 | Time: 2226.32 ms
[2022-04-02 02:57:01 main:574] : INFO : Epoch 1791 | loss: 0.0311693 | val_loss: 0.0311873 | Time: 2235.16 ms
[2022-04-02 02:57:03 main:574] : INFO : Epoch 1792 | loss: 0.0311682 | val_loss: 0.0311881 | Time: 2200.85 ms
[2022-04-02 02:57:06 main:574] : INFO : Epoch 1793 | loss: 0.0311691 | val_loss: 0.0311883 | Time: 2211.57 ms
[2022-04-02 02:57:08 main:574] : INFO : Epoch 1794 | loss: 0.031173 | val_loss: 0.0311915 | Time: 2207.3 ms
[2022-04-02 02:57:10 main:574] : INFO : Epoch 1795 | loss: 0.031173 | val_loss: 0.0311864 | Time: 2210.99 ms
[2022-04-02 02:57:13 main:574] : INFO : Epoch 1796 | loss: 0.0311692 | val_loss: 0.0311851 | Time: 2199.77 ms
[2022-04-02 02:57:15 main:574] : INFO : Epoch 1797 | loss: 0.0311686 | val_loss: 0.0311878 | Time: 2221.39 ms
[2022-04-02 02:57:17 main:574] : INFO : Epoch 1798 | loss: 0.0311674 | val_loss: 0.031187 | Time: 2225.08 ms
[2022-04-02 02:57:19 main:574] : INFO : Epoch 1799 | loss: 0.0311668 | val_loss: 0.0311917 | Time: 2210.22 ms
[2022-04-02 02:57:22 main:574] : INFO : Epoch 1800 | loss: 0.0311821 | val_loss: 0.0311991 | Time: 2170.78 ms
[2022-04-02 02:57:24 main:574] : INFO : Epoch 1801 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 2200.55 ms
[2022-04-02 02:57:26 main:574] : INFO : Epoch 1802 | loss: 0.031192 | val_loss: 0.0311942 | Time: 2199.9 ms
[2022-04-02 02:57:28 main:574] : INFO : Epoch 1803 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 2227.12 ms
[2022-04-02 02:57:31 main:574] : INFO : Epoch 1804 | loss: 0.0311862 | val_loss: 0.0311841 | Time: 2194.96 ms
[2022-04-02 02:57:33 main:574] : INFO : Epoch 1805 | loss: 0.0311846 | val_loss: 0.0311831 | Time: 2208.49 ms
[2022-04-02 02:57:35 main:574] : INFO : Epoch 1806 | loss: 0.0311825 | val_loss: 0.0311825 | Time: 2198.54 ms
[2022-04-02 02:57:38 main:574] : INFO : Epoch 1807 | loss: 0.0311802 | val_loss: 0.0311806 | Time: 2229.1 ms
[2022-04-02 02:57:40 main:574] : INFO : Epoch 1808 | loss: 0.0311805 | val_loss: 0.0311837 | Time: 2192.25 ms
[2022-04-02 02:57:42 main:574] : INFO : Epoch 1809 | loss: 0.0311811 | val_loss: 0.0311829 | Time: 2220.01 ms
[2022-04-02 02:57:44 main:574] : INFO : Epoch 1810 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 2199.87 ms
[2022-04-02 02:57:47 main:574] : INFO : Epoch 1811 | loss: 0.031177 | val_loss: 0.0311797 | Time: 2223.45 ms
[2022-04-02 02:57:49 main:574] : INFO : Epoch 1812 | loss: 0.0311763 | val_loss: 0.0311827 | Time: 2185.38 ms
[2022-04-02 02:57:51 main:574] : INFO : Epoch 1813 | loss: 0.0311767 | val_loss: 0.031181 | Time: 2241.81 ms
[2022-04-02 02:57:53 main:574] : INFO : Epoch 1814 | loss: 0.0311755 | val_loss: 0.0311816 | Time: 2212.27 ms
[2022-04-02 02:57:56 main:574] : INFO : Epoch 1815 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2190.81 ms
[2022-04-02 02:57:58 main:574] : INFO : Epoch 1816 | loss: 0.0311747 | val_loss: 0.0311892 | Time: 2238.96 ms
[2022-04-02 02:58:00 main:574] : INFO : Epoch 1817 | loss: 0.0311772 | val_loss: 0.0311863 | Time: 2191.59 ms
[2022-04-02 02:58:03 main:574] : INFO : Epoch 1818 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2216.25 ms
[2022-04-02 02:58:05 main:574] : INFO : Epoch 1819 | loss: 0.031173 | val_loss: 0.0311811 | Time: 2227.73 ms
[2022-04-02 02:58:07 main:574] : INFO : Epoch 1820 | loss: 0.0311719 | val_loss: 0.0311813 | Time: 2190.26 ms
[2022-04-02 02:58:09 main:574] : INFO : Epoch 1821 | loss: 0.0311756 | val_loss: 0.0311876 | Time: 2173.63 ms
[2022-04-02 02:58:12 main:574] : INFO : Epoch 1822 | loss: 0.0311748 | val_loss: 0.0311816 | Time: 2201.23 ms
[2022-04-02 02:58:14 main:574] : INFO : Epoch 1823 | loss: 0.0311739 | val_loss: 0.0311812 | Time: 2210.62 ms
[2022-04-02 02:58:16 main:574] : INFO : Epoch 1824 | loss: 0.031174 | val_loss: 0.0311823 | Time: 2204.93 ms
[2022-04-02 02:58:18 main:574] : INFO : Epoch 1825 | loss: 0.0311759 | val_loss: 0.0311829 | Time: 2233.32 ms
[2022-04-02 02:58:21 main:574] : INFO : Epoch 1826 | loss: 0.0311746 | val_loss: 0.0311827 | Time: 2210.27 ms
[2022-04-02 02:58:23 main:574] : INFO : Epoch 1827 | loss: 0.0311723 | val_loss: 0.0311829 | Time: 2209.15 ms
[2022-04-02 02:58:25 main:574] : INFO : Epoch 1828 | loss: 0.0311719 | val_loss: 0.0311814 | Time: 2344.2 ms
[2022-04-02 02:58:28 main:574] : INFO : Epoch 1829 | loss: 0.0311697 | val_loss: 0.0311917 | Time: 2244.48 ms
[2022-04-02 02:58:30 main:574] : INFO : Epoch 1830 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 2228.34 ms
[2022-04-02 02:58:32 main:574] : INFO : Epoch 1831 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 2197.9 ms
[2022-04-02 02:58:34 main:574] : INFO : Epoch 1832 | loss: 0.0311724 | val_loss: 0.0311784 | Time: 2219.1 ms
[2022-04-02 02:58:37 main:574] : INFO : Epoch 1833 | loss: 0.0311705 | val_loss: 0.0311791 | Time: 2185 ms
[2022-04-02 02:58:39 main:574] : INFO : Epoch 1834 | loss: 0.0311701 | val_loss: 0.0311799 | Time: 2189.33 ms
[2022-04-02 02:58:41 main:574] : INFO : Epoch 1835 | loss: 0.0311688 | val_loss: 0.0311791 | Time: 2182.53 ms
[2022-04-02 02:58:43 main:574] : INFO : Epoch 1836 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2200.43 ms
[2022-04-02 02:58:46 main:574] : INFO : Epoch 1837 | loss: 0.0311711 | val_loss: 0.0311806 | Time: 2160.22 ms
[2022-04-02 02:58:48 main:574] : INFO : Epoch 1838 | loss: 0.0311698 | val_loss: 0.0311808 | Time: 2186.19 ms
[2022-04-02 02:58:50 main:574] : INFO : Epoch 1839 | loss: 0.0311718 | val_loss: 0.0311806 | Time: 2192.62 ms
[2022-04-02 02:58:52 main:574] : INFO : Epoch 1840 | loss: 0.0311691 | val_loss: 0.0311796 | Time: 2232.63 ms
[2022-04-02 02:58:55 main:574] : INFO : Epoch 1841 | loss: 0.0311676 | val_loss: 0.0311802 | Time: 2185.1 ms
[2022-04-02 02:58:57 main:574] : INFO : Epoch 1842 | loss: 0.0311681 | val_loss: 0.0311793 | Time: 2179.03 ms
[2022-04-02 02:58:59 main:574] : INFO : Epoch 1843 | loss: 0.0311697 | val_loss: 0.0311809 | Time: 2175.51 ms
[2022-04-02 02:59:02 main:574] : INFO : Epoch 1844 | loss: 0.0311712 | val_loss: 0.0311846 | Time: 2197.41 ms
[2022-04-02 02:59:04 main:574] : INFO : Epoch 1845 | loss: 0.0311672 | val_loss: 0.0311821 | Time: 2230.71 ms
[2022-04-02 02:59:06 main:574] : INFO : Epoch 1846 | loss: 0.0311676 | val_loss: 0.03118 | Time: 2199.73 ms
[2022-04-02 02:59:08 main:574] : INFO : Epoch 1847 | loss: 0.0311665 | val_loss: 0.0311807 | Time: 2197.37 ms
[2022-04-02 02:59:11 main:574] : INFO : Epoch 1848 | loss: 0.0311679 | val_loss: 0.031183 | Time: 2179.94 ms
[2022-04-02 02:59:13 main:574] : INFO : Epoch 1849 | loss: 0.0311659 | val_loss: 0.0311874 | Time: 2180.75 ms
[2022-04-02 02:59:15 main:574] : INFO : Epoch 1850 | loss: 0.03117 | val_loss: 0.0311797 | Time: 2206.2 ms
[2022-04-02 02:59:17 main:574] : INFO : Epoch 1851 | loss: 0.0311733 | val_loss: 0.0311781 | Time: 2210.64 ms
[2022-04-02 02:59:20 main:574] : INFO : Epoch 1852 | loss: 0.0311721 | val_loss: 0.0311766 | Time: 2234.65 ms
[2022-04-02 02:59:22 main:574] : INFO : Epoch 1853 | loss: 0.0311709 | val_loss: 0.0311859 | Time: 2213.31 ms
[2022-04-02 02:59:24 main:574] : INFO : Epoch 1854 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 2204.98 ms
[2022-04-02 02:59:26 main:574] : INFO : Epoch 1855 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 2208.46 ms
[2022-04-02 02:59:29 main:574] : INFO : Epoch 1856 | loss: 0.0311672 | val_loss: 0.0311769 | Time: 2203.16 ms
[2022-04-02 02:59:31 main:574] : INFO : Epoch 1857 | loss: 0.0311675 | val_loss: 0.0311771 | Time: 2195.55 ms
[2022-04-02 02:59:33 main:574] : INFO : Epoch 1858 | loss: 0.031168 | val_loss: 0.0311782 | Time: 2227.56 ms
[2022-04-02 02:59:36 main:574] : INFO : Epoch 1859 | loss: 0.0311683 | val_loss: 0.031176 | Time: 2263.56 ms
[2022-04-02 02:59:38 main:574] : INFO : Epoch 1860 | loss: 0.0311661 | val_loss: 0.0311784 | Time: 2197.56 ms
[2022-04-02 02:59:40 main:574] : INFO : Epoch 1861 | loss: 0.031166 | val_loss: 0.0311766 | Time: 2191.75 ms
[2022-04-02 02:59:42 main:574] : INFO : Epoch 1862 | loss: 0.0311654 | val_loss: 0.0311808 | Time: 2247.7 ms
[2022-04-02 02:59:45 main:574] : INFO : Epoch 1863 | loss: 0.0311665 | val_loss: 0.0311827 | Time: 2155.82 ms
[2022-04-02 02:59:47 main:574] : INFO : Epoch 1864 | loss: 0.031166 | val_loss: 0.0311755 | Time: 2186.67 ms
[2022-04-02 02:59:49 main:574] : INFO : Epoch 1865 | loss: 0.0311659 | val_loss: 0.0311768 | Time: 2222.51 ms
[2022-04-02 02:59:51 main:574] : INFO : Epoch 1866 | loss: 0.0311653 | val_loss: 0.0311776 | Time: 2178.59 ms
[2022-04-02 02:59:54 main:574] : INFO : Epoch 1867 | loss: 0.0311651 | val_loss: 0.0311752 | Time: 2217.85 ms
[2022-04-02 02:59:56 main:574] : INFO : Epoch 1868 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 2203.83 ms
[2022-04-02 02:59:58 main:574] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 2260.82 ms
[2022-04-02 03:00:01 main:574] : INFO : Epoch 1870 | loss: 0.031163 | val_loss: 0.031177 | Time: 2188.48 ms
[2022-04-02 03:00:03 main:574] : INFO : Epoch 1871 | loss: 0.0311652 | val_loss: 0.0311801 | Time: 2210.6 ms
[2022-04-02 03:00:05 main:574] : INFO : Epoch 1872 | loss: 0.0311643 | val_loss: 0.0311758 | Time: 2232.34 ms
[2022-04-02 03:00:07 main:574] : INFO : Epoch 1873 | loss: 0.0311658 | val_loss: 0.0311819 | Time: 2185.12 ms
[2022-04-02 03:00:10 main:574] : INFO : Epoch 1874 | loss: 0.0311657 | val_loss: 0.0311789 | Time: 2218.49 ms
[2022-04-02 03:00:12 main:574] : INFO : Epoch 1875 | loss: 0.0311625 | val_loss: 0.0311797 | Time: 2198.83 ms
[2022-04-02 03:00:14 main:574] : INFO : Epoch 1876 | loss: 0.0311633 | val_loss: 0.0311799 | Time: 2226.69 ms
[2022-04-02 03:00:16 main:574] : INFO : Epoch 1877 | loss: 0.031165 | val_loss: 0.0311777 | Time: 2225.54 ms
[2022-04-02 03:00:19 main:574] : INFO : Epoch 1878 | loss: 0.0311662 | val_loss: 0.0311787 | Time: 2216.68 ms
[2022-04-02 03:00:21 main:574] : INFO : Epoch 1879 | loss: 0.0311626 | val_loss: 0.031177 | Time: 2204.94 ms
[2022-04-02 03:00:23 main:574] : INFO : Epoch 1880 | loss: 0.0311681 | val_loss: 0.0311796 | Time: 2184.15 ms
[2022-04-02 03:00:26 main:574] : INFO : Epoch 1881 | loss: 0.0311685 | val_loss: 0.0311795 | Time: 2197.73 ms
[2022-04-02 03:00:28 main:574] : INFO : Epoch 1882 | loss: 0.0311668 | val_loss: 0.0311818 | Time: 2212.52 ms
[2022-04-02 03:00:30 main:574] : INFO : Epoch 1883 | loss: 0.0311678 | val_loss: 0.031178 | Time: 2192.97 ms
[2022-04-02 03:00:32 main:574] : INFO : Epoch 1884 | loss: 0.0311646 | val_loss: 0.0311776 | Time: 2187.35 ms
[2022-04-02 03:00:35 main:574] : INFO : Epoch 1885 | loss: 0.0311635 | val_loss: 0.0311772 | Time: 2198.85 ms
[2022-04-02 03:00:37 main:574] : INFO : Epoch 1886 | loss: 0.0311622 | val_loss: 0.0311798 | Time: 2211.17 ms
[2022-04-02 03:00:39 main:574] : INFO : Epoch 1887 | loss: 0.0311626 | val_loss: 0.0311813 | Time: 2256.76 ms
[2022-04-02 03:00:41 main:574] : INFO : Epoch 1888 | loss: 0.0311653 | val_loss: 0.0311796 | Time: 2221.61 ms
[2022-04-02 03:00:44 main:574] : INFO : Epoch 1889 | loss: 0.0311609 | val_loss: 0.0311798 | Time: 2186.75 ms
[2022-04-02 03:00:46 main:574] : INFO : Epoch 1890 | loss: 0.0311669 | val_loss: 0.0311828 | Time: 2182.07 ms
[2022-04-02 03:00:48 main:574] : INFO : Epoch 1891 | loss: 0.0311639 | val_loss: 0.031178 | Time: 2218.53 ms
[2022-04-02 03:00:51 main:574] : INFO : Epoch 1892 | loss: 0.0311592 | val_loss: 0.0311772 | Time: 2222.64 ms
[2022-04-02 03:00:53 main:574] : INFO : Epoch 1893 | loss: 0.031158 | val_loss: 0.0311795 | Time: 2165.37 ms
[2022-04-02 03:00:55 main:574] : INFO : Epoch 1894 | loss: 0.0311606 | val_loss: 0.0311803 | Time: 2212.45 ms
[2022-04-02 03:00:57 main:574] : INFO : Epoch 1895 | loss: 0.0311631 | val_loss: 0.0311796 | Time: 2235.09 ms
[2022-04-02 03:01:00 main:574] : INFO : Epoch 1896 | loss: 0.0311603 | val_loss: 0.031179 | Time: 2152.08 ms
[2022-04-02 03:01:02 main:574] : INFO : Epoch 1897 | loss: 0.031163 | val_loss: 0.0311758 | Time: 2161.17 ms
[2022-04-02 03:01:04 main:574] : INFO : Epoch 1898 | loss: 0.0311601 | val_loss: 0.0311776 | Time: 2215.38 ms
[2022-04-02 03:01:06 main:574] : INFO : Epoch 1899 | loss: 0.0311604 | val_loss: 0.0311814 | Time: 2185.24 ms
[2022-04-02 03:01:09 main:574] : INFO : Epoch 1900 | loss: 0.0311584 | val_loss: 0.031178 | Time: 2216.4 ms
[2022-04-02 03:01:11 main:574] : INFO : Epoch 1901 | loss: 0.0311591 | val_loss: 0.0311853 | Time: 2210.12 ms
[2022-04-02 03:01:13 main:574] : INFO : Epoch 1902 | loss: 0.0311602 | val_loss: 0.0311792 | Time: 2187.99 ms
[2022-04-02 03:01:15 main:574] : INFO : Epoch 1903 | loss: 0.0311621 | val_loss: 0.0311799 | Time: 2219.17 ms
[2022-04-02 03:01:18 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.031188 | Time: 2199.95 ms
[2022-04-02 03:01:20 main:574] : INFO : Epoch 1905 | loss: 0.0311675 | val_loss: 0.0311845 | Time: 2214.15 ms
[2022-04-02 03:01:22 main:574] : INFO : Epoch 1906 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 2148.17 ms
[2022-04-02 03:01:24 main:574] : INFO : Epoch 1907 | loss: 0.0311693 | val_loss: 0.0311794 | Time: 2205.4 ms
[2022-04-02 03:01:27 main:574] : INFO : Epoch 1908 | loss: 0.0311706 | val_loss: 0.0311804 | Time: 2220.28 ms
[2022-04-02 03:01:29 main:574] : INFO : Epoch 1909 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 2187.92 ms
[2022-04-02 03:01:31 main:574] : INFO : Epoch 1910 | loss: 0.0311639 | val_loss: 0.031181 | Time: 2201.2 ms
[2022-04-02 03:01:33 main:574] : INFO : Epoch 1911 | loss: 0.031168 | val_loss: 0.0311804 | Time: 2213.5 ms
[2022-04-02 03:01:36 main:574] : INFO : Epoch 1912 | loss: 0.0311665 | val_loss: 0.0311861 | Time: 2202.03 ms
[2022-04-02 03:01:38 main:574] : INFO : Epoch 1913 | loss: 0.0311667 | val_loss: 0.0311776 | Time: 2212.88 ms
[2022-04-02 03:01:40 main:574] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311808 | Time: 2200.34 ms
[2022-04-02 03:01:42 main:574] : INFO : Epoch 1915 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 2185.08 ms
[2022-04-02 03:01:45 main:574] : INFO : Epoch 1916 | loss: 0.0311615 | val_loss: 0.031177 | Time: 2231.08 ms
[2022-04-02 03:01:47 main:574] : INFO : Epoch 1917 | loss: 0.0311609 | val_loss: 0.0311796 | Time: 2181.95 ms
[2022-04-02 03:01:49 main:574] : INFO : Epoch 1918 | loss: 0.0311611 | val_loss: 0.031178 | Time: 2237.63 ms
[2022-04-02 03:01:51 main:574] : INFO : Epoch 1919 | loss: 0.0311656 | val_loss: 0.0311771 | Time: 2213.13 ms
[2022-04-02 03:01:54 main:574] : INFO : Epoch 1920 | loss: 0.0311646 | val_loss: 0.031179 | Time: 2230.04 ms
[2022-04-02 03:01:56 main:574] : INFO : Epoch 1921 | loss: 0.031166 | val_loss: 0.0311828 | Time: 2215.97 ms
[2022-04-02 03:01:58 main:574] : INFO : Epoch 1922 | loss: 0.0311644 | val_loss: 0.0311804 | Time: 2199.76 ms
[2022-04-02 03:02:01 main:574] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311816 | Time: 2189.61 ms
[2022-04-02 03:02:03 main:574] : INFO : Epoch 1924 | loss: 0.031162 | val_loss: 0.0311967 | Time: 2143.84 ms
[2022-04-02 03:02:05 main:574] : INFO : Epoch 1925 | loss: 0.0311661 | val_loss: 0.0311798 | Time: 2202.23 ms
[2022-04-02 03:02:07 main:574] : INFO : Epoch 1926 | loss: 0.0311598 | val_loss: 0.0311758 | Time: 2153.37 ms
[2022-04-02 03:02:10 main:574] : INFO : Epoch 1927 | loss: 0.0311607 | val_loss: 0.0311799 | Time: 2237.65 ms
[2022-04-02 03:02:12 main:574] : INFO : Epoch 1928 | loss: 0.0311609 | val_loss: 0.0311806 | Time: 2160.52 ms
[2022-04-02 03:02:14 main:574] : INFO : Epoch 1929 | loss: 0.0311595 | val_loss: 0.0311774 | Time: 2183.47 ms
[2022-04-02 03:02:16 main:574] : INFO : Epoch 1930 | loss: 0.0311595 | val_loss: 0.0311793 | Time: 2174.42 ms
[2022-04-02 03:02:19 main:574] : INFO : Epoch 1931 | loss: 0.0311662 | val_loss: 0.0311839 | Time: 2219.65 ms
[2022-04-02 03:02:21 main:574] : INFO : Epoch 1932 | loss: 0.0311659 | val_loss: 0.0311851 | Time: 2196.15 ms
[2022-04-02 03:02:23 main:574] : INFO : Epoch 1933 | loss: 0.031162 | val_loss: 0.0311804 | Time: 2232.91 ms
[2022-04-02 03:02:25 main:574] : INFO : Epoch 1934 | loss: 0.0311591 | val_loss: 0.0311805 | Time: 2247.1 ms
[2022-04-02 03:02:28 main:574] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311821 | Time: 2178.63 ms
[2022-04-02 03:02:30 main:574] : INFO : Epoch 1936 | loss: 0.0311593 | val_loss: 0.0311795 | Time: 2161.38 ms
[2022-04-02 03:02:32 main:574] : INFO : Epoch 1937 | loss: 0.0311595 | val_loss: 0.0311821 | Time: 2239.62 ms
[2022-04-02 03:02:34 main:574] : INFO : Epoch 1938 | loss: 0.0311561 | val_loss: 0.0311823 | Time: 2157.24 ms
[2022-04-02 03:02:37 main:574] : INFO : Epoch 1939 | loss: 0.0311554 | val_loss: 0.0311818 | Time: 2271.89 ms
[2022-04-02 03:02:39 main:574] : INFO : Epoch 1940 | loss: 0.0311566 | val_loss: 0.0311826 | Time: 2204.11 ms
[2022-04-02 03:02:41 main:574] : INFO : Epoch 1941 | loss: 0.0311559 | val_loss: 0.0311887 | Time: 2170 ms
[2022-04-02 03:02:44 main:574] : INFO : Epoch 1942 | loss: 0.031156 | val_loss: 0.03118 | Time: 2202.45 ms
[2022-04-02 03:02:46 main:574] : INFO : Epoch 1943 | loss: 0.0311572 | val_loss: 0.0311843 | Time: 2231.76 ms
[2022-04-02 03:02:48 main:574] : INFO : Epoch 1944 | loss: 0.0311575 | val_loss: 0.0311809 | Time: 2187.63 ms
[2022-04-02 03:02:50 main:574] : INFO : Epoch 1945 | loss: 0.0311557 | val_loss: 0.031188 | Time: 2224.32 ms
[2022-04-02 03:02:53 main:574] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311798 | Time: 2226.97 ms
[2022-04-02 03:02:55 main:574] : INFO : Epoch 1947 | loss: 0.0311584 | val_loss: 0.0311861 | Time: 2211.84 ms
[2022-04-02 03:02:57 main:574] : INFO : Epoch 1948 | loss: 0.0311578 | val_loss: 0.031183 | Time: 2195.98 ms
[2022-04-02 03:02:59 main:574] : INFO : Epoch 1949 | loss: 0.0311638 | val_loss: 0.031178 | Time: 2202.41 ms
[2022-04-02 03:03:02 main:574] : INFO : Epoch 1950 | loss: 0.0311606 | val_loss: 0.0311801 | Time: 2223.38 ms
[2022-04-02 03:03:04 main:574] : INFO : Epoch 1951 | loss: 0.0311554 | val_loss: 0.031187 | Time: 2189.64 ms
[2022-04-02 03:03:06 main:574] : INFO : Epoch 1952 | loss: 0.0311583 | val_loss: 0.0311836 | Time: 2180.01 ms
[2022-04-02 03:03:08 main:574] : INFO : Epoch 1953 | loss: 0.0311589 | val_loss: 0.0311834 | Time: 2203.51 ms
[2022-04-02 03:03:11 main:574] : INFO : Epoch 1954 | loss: 0.031163 | val_loss: 0.031183 | Time: 2207.42 ms
[2022-04-02 03:03:13 main:574] : INFO : Epoch 1955 | loss: 0.03116 | val_loss: 0.0311803 | Time: 2191.71 ms
[2022-04-02 03:03:15 main:574] : INFO : Epoch 1956 | loss: 0.0311597 | val_loss: 0.0311849 | Time: 2217.7 ms
[2022-04-02 03:03:17 main:574] : INFO : Epoch 1957 | loss: 0.031162 | val_loss: 0.0311801 | Time: 2219.99 ms
[2022-04-02 03:03:20 main:574] : INFO : Epoch 1958 | loss: 0.031159 | val_loss: 0.0311799 | Time: 2208.16 ms
[2022-04-02 03:03:22 main:574] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311806 | Time: 2180.39 ms
[2022-04-02 03:03:24 main:574] : INFO : Epoch 1960 | loss: 0.0311583 | val_loss: 0.0311796 | Time: 2224.83 ms
[2022-04-02 03:03:26 main:574] : INFO : Epoch 1961 | loss: 0.0311565 | val_loss: 0.0311792 | Time: 2194.53 ms
[2022-04-02 03:03:29 main:574] : INFO : Epoch 1962 | loss: 0.0311582 | val_loss: 0.0311828 | Time: 2198.23 ms
[2022-04-02 03:03:31 main:574] : INFO : Epoch 1963 | loss: 0.0311638 | val_loss: 0.0311796 | Time: 2158.54 ms
[2022-04-02 03:03:33 main:574] : INFO : Epoch 1964 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 2602.47 ms
[2022-04-02 03:03:36 main:574] : INFO : Epoch 1965 | loss: 0.0311693 | val_loss: 0.0311805 | Time: 2881.93 ms
[2022-04-02 03:03:40 main:574] : INFO : Epoch 1966 | loss: 0.0311664 | val_loss: 0.0311751 | Time: 3152.85 ms
[2022-04-02 03:03:43 main:574] : INFO : Epoch 1967 | loss: 0.0311628 | val_loss: 0.0311746 | Time: 3141.47 ms
[2022-04-02 03:03:46 main:574] : INFO : Epoch 1968 | loss: 0.0311647 | val_loss: 0.0311813 | Time: 2678.28 ms
[2022-04-02 03:03:49 main:574] : INFO : Epoch 1969 | loss: 0.0311644 | val_loss: 0.0311785 | Time: 2345.4 ms
[2022-04-02 03:03:51 main:574] : INFO : Epoch 1970 | loss: 0.0311619 | val_loss: 0.0311803 | Time: 2207.96 ms
[2022-04-02 03:03:54 main:574] : INFO : Epoch 1971 | loss: 0.0311639 | val_loss: 0.0311805 | Time: 2341.6 ms
[2022-04-02 03:03:56 main:574] : INFO : Epoch 1972 | loss: 0.0311612 | val_loss: 0.0311772 | Time: 2241.55 ms
[2022-04-02 03:03:59 main:574] : INFO : Epoch 1973 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 2270.15 ms
[2022-04-02 03:04:01 main:574] : INFO : Epoch 1974 | loss: 0.0311585 | val_loss: 0.03118 | Time: 2224.36 ms
[2022-04-02 03:04:03 main:574] : INFO : Epoch 1975 | loss: 0.0311576 | val_loss: 0.0311784 | Time: 2214.98 ms
[2022-04-02 03:04:05 main:574] : INFO : Epoch 1976 | loss: 0.0311602 | val_loss: 0.0311834 | Time: 2203.03 ms
[2022-04-02 03:04:08 main:574] : INFO : Epoch 1977 | loss: 0.0311586 | val_loss: 0.0311781 | Time: 2198.51 ms
[2022-04-02 03:04:10 main:574] : INFO : Epoch 1978 | loss: 0.0311548 | val_loss: 0.031178 | Time: 2219.43 ms
[2022-04-02 03:04:12 main:574] : INFO : Epoch 1979 | loss: 0.0311553 | val_loss: 0.0311802 | Time: 2193.93 ms
[2022-04-02 03:04:14 main:574] : INFO : Epoch 1980 | loss: 0.031155 | val_loss: 0.031185 | Time: 2242.27 ms
[2022-04-02 03:04:17 main:574] : INFO : Epoch 1981 | loss: 0.0311564 | val_loss: 0.0311771 | Time: 2239.92 ms
[2022-04-02 03:04:19 main:574] : INFO : Epoch 1982 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 2181.97 ms
[2022-04-02 03:04:21 main:574] : INFO : Epoch 1983 | loss: 0.0311595 | val_loss: 0.0311833 | Time: 2191.52 ms
[2022-04-02 03:04:23 main:574] : INFO : Epoch 1984 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 2203.08 ms
[2022-04-02 03:04:26 main:574] : INFO : Epoch 1985 | loss: 0.0311581 | val_loss: 0.0311799 | Time: 2261.5 ms
[2022-04-02 03:04:28 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311775 | Time: 2186.92 ms
[2022-04-02 03:04:30 main:574] : INFO : Epoch 1987 | loss: 0.0311593 | val_loss: 0.0311792 | Time: 2215.36 ms
[2022-04-02 03:04:33 main:574] : INFO : Epoch 1988 | loss: 0.0311579 | val_loss: 0.0311826 | Time: 2156.76 ms
[2022-04-02 03:04:35 main:574] : INFO : Epoch 1989 | loss: 0.0311563 | val_loss: 0.0311802 | Time: 2236.79 ms
[2022-04-02 03:04:37 main:574] : INFO : Epoch 1990 | loss: 0.0311547 | val_loss: 0.0311805 | Time: 2196.11 ms
[2022-04-02 03:04:39 main:574] : INFO : Epoch 1991 | loss: 0.0311567 | val_loss: 0.031177 | Time: 2239.54 ms
[2022-04-02 03:04:42 main:574] : INFO : Epoch 1992 | loss: 0.0311548 | val_loss: 0.0311797 | Time: 2162.64 ms
[2022-04-02 03:04:44 main:574] : INFO : Epoch 1993 | loss: 0.0311556 | val_loss: 0.031176 | Time: 2163.37 ms
[2022-04-02 03:04:46 main:574] : INFO : Epoch 1994 | loss: 0.031157 | val_loss: 0.0311828 | Time: 2214.64 ms
[2022-04-02 03:04:48 main:574] : INFO : Epoch 1995 | loss: 0.0311655 | val_loss: 0.031191 | Time: 2232.07 ms
[2022-04-02 03:04:51 main:574] : INFO : Epoch 1996 | loss: 0.0311709 | val_loss: 0.031179 | Time: 2252.92 ms
[2022-04-02 03:04:53 main:574] : INFO : Epoch 1997 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 2201.62 ms
[2022-04-02 03:04:55 main:574] : INFO : Epoch 1998 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 2181.84 ms
[2022-04-02 03:04:58 main:574] : INFO : Epoch 1999 | loss: 0.0311679 | val_loss: 0.0311759 | Time: 2206.32 ms
[2022-04-02 03:05:00 main:574] : INFO : Epoch 2000 | loss: 0.0311653 | val_loss: 0.0311786 | Time: 2184.16 ms
[2022-04-02 03:05:02 main:574] : INFO : Epoch 2001 | loss: 0.0311689 | val_loss: 0.0311763 | Time: 2164.17 ms
[2022-04-02 03:05:04 main:574] : INFO : Epoch 2002 | loss: 0.0311686 | val_loss: 0.0311767 | Time: 2179.25 ms
[2022-04-02 03:05:06 main:574] : INFO : Epoch 2003 | loss: 0.0311658 | val_loss: 0.0311824 | Time: 2209.41 ms
[2022-04-02 03:05:09 main:574] : INFO : Epoch 2004 | loss: 0.0311643 | val_loss: 0.0311806 | Time: 2208.02 ms
[2022-04-02 03:05:11 main:574] : INFO : Epoch 2005 | loss: 0.0311629 | val_loss: 0.0311761 | Time: 2217.82 ms
[2022-04-02 03:05:13 main:574] : INFO : Epoch 2006 | loss: 0.0311638 | val_loss: 0.0311769 | Time: 2219.98 ms
[2022-04-02 03:05:16 main:574] : INFO : Epoch 2007 | loss: 0.0311601 | val_loss: 0.0311775 | Time: 2226.42 ms
[2022-04-02 03:05:18 main:574] : INFO : Epoch 2008 | loss: 0.0311603 | val_loss: 0.0311916 | Time: 2157.37 ms
[2022-04-02 03:05:20 main:574] : INFO : Epoch 2009 | loss: 0.0311699 | val_loss: 0.0311911 | Time: 2222.36 ms
[2022-04-02 03:05:22 main:574] : INFO : Epoch 2010 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 2213.68 ms
[2022-04-02 03:05:25 main:574] : INFO : Epoch 2011 | loss: 0.0311662 | val_loss: 0.0311899 | Time: 2209.66 ms
[2022-04-02 03:05:27 main:574] : INFO : Epoch 2012 | loss: 0.0311601 | val_loss: 0.0311791 | Time: 2228.26 ms
[2022-04-02 03:05:29 main:574] : INFO : Epoch 2013 | loss: 0.031159 | val_loss: 0.0311807 | Time: 2215.27 ms
[2022-04-02 03:05:31 main:574] : INFO : Epoch 2014 | loss: 0.031159 | val_loss: 0.031178 | Time: 2204.79 ms
[2022-04-02 03:05:34 main:574] : INFO : Epoch 2015 | loss: 0.0311565 | val_loss: 0.0311756 | Time: 2245.01 ms
[2022-04-02 03:05:36 main:574] : INFO : Epoch 2016 | loss: 0.0311602 | val_loss: 0.0311754 | Time: 2206.05 ms
[2022-04-02 03:05:38 main:574] : INFO : Epoch 2017 | loss: 0.0311642 | val_loss: 0.031174 | Time: 2222.51 ms
[2022-04-02 03:05:41 main:574] : INFO : Epoch 2018 | loss: 0.0311627 | val_loss: 0.0311748 | Time: 2204.82 ms
[2022-04-02 03:05:43 main:574] : INFO : Epoch 2019 | loss: 0.0311564 | val_loss: 0.0311779 | Time: 2226.08 ms
[2022-04-02 03:05:45 main:574] : INFO : Epoch 2020 | loss: 0.0311585 | val_loss: 0.0311828 | Time: 2224.61 ms
[2022-04-02 03:05:47 main:574] : INFO : Epoch 2021 | loss: 0.0311588 | val_loss: 0.0311788 | Time: 2210.57 ms
[2022-04-02 03:05:50 main:574] : INFO : Epoch 2022 | loss: 0.0311576 | val_loss: 0.031175 | Time: 2221.34 ms
[2022-04-02 03:05:52 main:574] : INFO : Epoch 2023 | loss: 0.0311612 | val_loss: 0.0311782 | Time: 2220.25 ms
[2022-04-02 03:05:54 main:574] : INFO : Epoch 2024 | loss: 0.031158 | val_loss: 0.0311783 | Time: 2192.54 ms
[2022-04-02 03:05:56 main:574] : INFO : Epoch 2025 | loss: 0.031157 | val_loss: 0.0311831 | Time: 2183.03 ms
[2022-04-02 03:05:59 main:574] : INFO : Epoch 2026 | loss: 0.0311561 | val_loss: 0.0311777 | Time: 2175.88 ms
[2022-04-02 03:06:01 main:574] : INFO : Epoch 2027 | loss: 0.0311562 | val_loss: 0.0311789 | Time: 2230.67 ms
[2022-04-02 03:06:03 main:574] : INFO : Epoch 2028 | loss: 0.0311556 | val_loss: 0.0311773 | Time: 2191.04 ms
[2022-04-02 03:06:05 main:574] : INFO : Epoch 2029 | loss: 0.031154 | val_loss: 0.0311778 | Time: 2223.4 ms
[2022-04-02 03:06:08 main:574] : INFO : Epoch 2030 | loss: 0.0311608 | val_loss: 0.0311813 | Time: 2178.27 ms
[2022-04-02 03:06:10 main:574] : INFO : Epoch 2031 | loss: 0.0311575 | val_loss: 0.0311795 | Time: 2220.26 ms
[2022-04-02 03:06:12 main:574] : INFO : Epoch 2032 | loss: 0.0311597 | val_loss: 0.031175 | Time: 2193.43 ms
[2022-04-02 03:06:14 main:574] : INFO : Epoch 2033 | loss: 0.0311583 | val_loss: 0.0311766 | Time: 2233.42 ms
[2022-04-02 03:06:17 main:574] : INFO : Epoch 2034 | loss: 0.0311578 | val_loss: 0.0311838 | Time: 2204.47 ms
[2022-04-02 03:06:19 main:574] : INFO : Epoch 2035 | loss: 0.031161 | val_loss: 0.0311808 | Time: 2185.83 ms
[2022-04-02 03:06:21 main:574] : INFO : Epoch 2036 | loss: 0.0311604 | val_loss: 0.0311802 | Time: 2267.81 ms
[2022-04-02 03:06:24 main:574] : INFO : Epoch 2037 | loss: 0.0311587 | val_loss: 0.0311778 | Time: 2233.79 ms
[2022-04-02 03:06:26 main:574] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311738 | Time: 2196.6 ms
[2022-04-02 03:06:28 main:574] : INFO : Epoch 2039 | loss: 0.0311632 | val_loss: 0.0311769 | Time: 2190.93 ms
[2022-04-02 03:06:30 main:574] : INFO : Epoch 2040 | loss: 0.0311635 | val_loss: 0.0311835 | Time: 2218.42 ms
[2022-04-02 03:06:33 main:574] : INFO : Epoch 2041 | loss: 0.0311611 | val_loss: 0.0311831 | Time: 2153.82 ms
[2022-04-02 03:06:35 main:574] : INFO : Epoch 2042 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 2232.08 ms
[2022-04-02 03:06:37 main:574] : INFO : Epoch 2043 | loss: 0.0311637 | val_loss: 0.0311819 | Time: 2187.13 ms
[2022-04-02 03:06:39 main:574] : INFO : Epoch 2044 | loss: 0.0311608 | val_loss: 0.0311794 | Time: 2234.85 ms
[2022-04-02 03:06:42 main:574] : INFO : Epoch 2045 | loss: 0.0311626 | val_loss: 0.0311783 | Time: 2168.76 ms
[2022-04-02 03:06:44 main:574] : INFO : Epoch 2046 | loss: 0.0311644 | val_loss: 0.0311821 | Time: 2213.6 ms
[2022-04-02 03:06:46 main:574] : INFO : Epoch 2047 | loss: 0.0311651 | val_loss: 0.0311868 | Time: 2204.74 ms
[2022-04-02 03:06:48 main:574] : INFO : Epoch 2048 | loss: 0.0311732 | val_loss: 0.0311824 | Time: 2196.5 ms
[2022-04-02 03:06:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311824
[2022-04-02 03:06:48 main:603] : INFO : Saving end state to config to file
[2022-04-02 03:06:49 main:608] : INFO : Success, exiting..
03:06:49 (21700): 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)