Task 12882410
| Name | ParityModified-1645996586-9670-3-0_0 |
| Workunit | 10019925 |
| Created | 10 Mar 2022, 16:12:56 UTC |
| Sent | 11 Mar 2022, 13:26:27 UTC |
| Report deadline | 19 Mar 2022, 13:26:27 UTC |
| Received | 11 Mar 2022, 16:26:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 16 min 14 sec |
| CPU time | 1 hours 15 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 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: 0.0311752 | val_loss: 0.0311827 | Time: 2180.99 ms [2022-03-12 00:06:23 main:574] : INFO : Epoch 1543 | loss: 0.0311748 | val_loss: 0.0311837 | Time: 2178.44 ms [2022-03-12 00:06:26 main:574] : INFO : Epoch 1544 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 2249.7 ms [2022-03-12 00:06:28 main:574] : INFO : Epoch 1545 | loss: 0.0311768 | val_loss: 0.031186 | Time: 2274.33 ms [2022-03-12 00:06:30 main:574] : INFO : Epoch 1546 | loss: 0.0311762 | val_loss: 0.0311845 | Time: 2267.16 ms [2022-03-12 00:06:32 main:574] : INFO : Epoch 1547 | loss: 0.0311756 | val_loss: 0.0311853 | Time: 2189.37 ms [2022-03-12 00:06:34 main:574] : INFO : Epoch 1548 | loss: 0.0311759 | val_loss: 0.0311841 | Time: 2169.69 ms [2022-03-12 00:06:37 main:574] : INFO : Epoch 1549 | loss: 0.0311759 | val_loss: 0.0311838 | Time: 2197.9 ms [2022-03-12 00:06:39 main:574] : INFO : Epoch 1550 | loss: 0.0311757 | val_loss: 0.0311849 | Time: 2219.57 ms [2022-03-12 00:06:41 main:574] : INFO : Epoch 1551 | loss: 0.031175 | val_loss: 0.0311835 | Time: 2232.41 ms [2022-03-12 00:06:43 main:574] : INFO : Epoch 1552 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 2209.76 ms [2022-03-12 00:06:46 main:574] : INFO : Epoch 1553 | loss: 0.0311742 | val_loss: 0.0311831 | Time: 2228.22 ms [2022-03-12 00:06:48 main:574] : INFO : Epoch 1554 | loss: 0.0311749 | val_loss: 0.0311825 | Time: 2189.33 ms [2022-03-12 00:06:50 main:574] : INFO : Epoch 1555 | loss: 0.0311754 | val_loss: 0.0311827 | Time: 2273.86 ms [2022-03-12 00:06:52 main:574] : INFO : Epoch 1556 | loss: 0.0311757 | val_loss: 0.0311832 | Time: 2203.19 ms [2022-03-12 00:06:54 main:574] : INFO : Epoch 1557 | loss: 0.0311746 | val_loss: 0.0311832 | Time: 2147.1 ms [2022-03-12 00:06:57 main:574] : INFO : Epoch 1558 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 2252.21 ms [2022-03-12 00:06:59 main:574] : INFO : Epoch 1559 | loss: 0.0311741 | val_loss: 0.0311831 | Time: 2229.07 ms [2022-03-12 00:07:01 main:574] : INFO : Epoch 1560 | loss: 0.0311818 | val_loss: 0.0311886 | Time: 2264.03 ms [2022-03-12 00:07:03 main:574] : INFO : Epoch 1561 | loss: 0.0311839 | val_loss: 0.0311876 | Time: 2215.97 ms [2022-03-12 00:07:06 main:574] : INFO : Epoch 1562 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 2193.31 ms [2022-03-12 00:07:08 main:574] : INFO : Epoch 1563 | loss: 0.0311761 | val_loss: 0.0311822 | Time: 2233.06 ms [2022-03-12 00:07:10 main:574] : INFO : Epoch 1564 | loss: 0.0311754 | val_loss: 0.0311809 | Time: 2239 ms [2022-03-12 00:07:12 main:574] : INFO : Epoch 1565 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2218.4 ms [2022-03-12 00:07:15 main:574] : INFO : Epoch 1566 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 2183.02 ms [2022-03-12 00:07:17 main:574] : INFO : Epoch 1567 | loss: 0.0311744 | val_loss: 0.0311816 | Time: 2167.08 ms [2022-03-12 00:07:19 main:574] : INFO : Epoch 1568 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2251.36 ms [2022-03-12 00:07:21 main:574] : INFO : Epoch 1569 | loss: 0.0311752 | val_loss: 0.0311828 | Time: 2176.62 ms [2022-03-12 00:07:23 main:574] : INFO : Epoch 1570 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 2257.25 ms [2022-03-12 00:07:26 main:574] : INFO : Epoch 1571 | loss: 0.0311766 | val_loss: 0.0311794 | Time: 2193.98 ms [2022-03-12 00:07:28 main:574] : INFO : Epoch 1572 | loss: 0.0311771 | val_loss: 0.0311818 | Time: 2144.4 ms [2022-03-12 00:07:30 main:574] : INFO : Epoch 1573 | loss: 0.031177 | val_loss: 0.031181 | Time: 2314.1 ms [2022-03-12 00:07:32 main:574] : INFO : Epoch 1574 | loss: 0.0311765 | val_loss: 0.0311844 | Time: 2204.5 ms [2022-03-12 00:07:34 main:574] : INFO : Epoch 1575 | loss: 0.0311787 | val_loss: 0.0311858 | Time: 2195.63 ms [2022-03-12 00:07:37 main:574] : INFO : Epoch 1576 | loss: 0.0311765 | val_loss: 0.0311791 | Time: 2179.4 ms [2022-03-12 00:07:39 main:574] : INFO : Epoch 1577 | loss: 0.0311757 | val_loss: 0.0311805 | Time: 2221.26 ms [2022-03-12 00:07:41 main:574] : INFO : Epoch 1578 | loss: 0.0311772 | val_loss: 0.0311928 | Time: 2191.19 ms [2022-03-12 00:07:43 main:574] : INFO : Epoch 1579 | loss: 0.031179 | val_loss: 0.0311876 | Time: 2181.69 ms [2022-03-12 00:07:46 main:574] : INFO : Epoch 1580 | loss: 0.0311937 | val_loss: 0.0311919 | Time: 2226.39 ms [2022-03-12 00:07:48 main:574] : INFO : Epoch 1581 | loss: 0.0311923 | val_loss: 0.0311937 | Time: 2215.23 ms [2022-03-12 00:07:50 main:574] : INFO : Epoch 1582 | loss: 0.0311916 | val_loss: 0.0311927 | Time: 2168.51 ms [2022-03-12 00:07:52 main:574] : INFO : Epoch 1583 | loss: 0.0311895 | val_loss: 0.0311962 | Time: 2282.85 ms [2022-03-12 00:07:55 main:574] : INFO : Epoch 1584 | loss: 0.0311885 | val_loss: 0.0311902 | Time: 2314.62 ms [2022-03-12 00:07:57 main:574] : INFO : Epoch 1585 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 2230.27 ms [2022-03-12 00:07:59 main:574] : INFO : Epoch 1586 | loss: 0.0311882 | val_loss: 0.0311896 | Time: 2188.3 ms [2022-03-12 00:08:01 main:574] : INFO : Epoch 1587 | loss: 0.0311866 | val_loss: 0.0311893 | Time: 2170.63 ms [2022-03-12 00:08:03 main:574] : INFO : Epoch 1588 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 2235.64 ms [2022-03-12 00:08:06 main:574] : INFO : Epoch 1589 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 2197.72 ms [2022-03-12 00:08:08 main:574] : INFO : Epoch 1590 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 2190.01 ms [2022-03-12 00:08:10 main:574] : INFO : Epoch 1591 | loss: 0.0311859 | val_loss: 0.0311923 | Time: 2237.75 ms [2022-03-12 00:08:12 main:574] : INFO : Epoch 1592 | loss: 0.0311867 | val_loss: 0.0311909 | Time: 2244.5 ms [2022-03-12 00:08:15 main:574] : INFO : Epoch 1593 | loss: 0.0311846 | val_loss: 0.0311887 | Time: 2263.46 ms [2022-03-12 00:08:17 main:574] : INFO : Epoch 1594 | loss: 0.031187 | val_loss: 0.0311879 | Time: 2253.54 ms [2022-03-12 00:08:19 main:574] : INFO : Epoch 1595 | loss: 0.0311857 | val_loss: 0.031187 | Time: 2234.91 ms [2022-03-12 00:08:21 main:574] : INFO : Epoch 1596 | loss: 0.0311845 | val_loss: 0.0311861 | Time: 2210.3 ms [2022-03-12 00:08:23 main:574] : INFO : Epoch 1597 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 2183.4 ms [2022-03-12 00:08:26 main:574] : INFO : Epoch 1598 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 2241.18 ms [2022-03-12 00:08:28 main:574] : INFO : Epoch 1599 | loss: 0.0311826 | val_loss: 0.0311867 | Time: 2234.16 ms [2022-03-12 00:08:30 main:574] : INFO : Epoch 1600 | loss: 0.0311823 | val_loss: 0.0311856 | Time: 2168.25 ms [2022-03-12 00:08:32 main:574] : INFO : Epoch 1601 | loss: 0.0311824 | val_loss: 0.0311863 | Time: 2178.34 ms [2022-03-12 00:08:35 main:574] : INFO : Epoch 1602 | loss: 0.031181 | val_loss: 0.0311841 | Time: 2228.37 ms [2022-03-12 00:08:37 main:574] : INFO : Epoch 1603 | loss: 0.0311833 | val_loss: 0.0311967 | Time: 2221.39 ms [2022-03-12 00:08:39 main:574] : INFO : Epoch 1604 | loss: 0.0311877 | val_loss: 0.0311869 | Time: 2209.85 ms [2022-03-12 00:08:41 main:574] : INFO : Epoch 1605 | loss: 0.0311812 | val_loss: 0.0311848 | Time: 2244.32 ms [2022-03-12 00:08:43 main:574] : INFO : Epoch 1606 | loss: 0.0311847 | val_loss: 0.0311905 | Time: 2231.4 ms [2022-03-12 00:08:46 main:574] : INFO : Epoch 1607 | loss: 0.0311819 | val_loss: 0.031184 | Time: 2213.97 ms [2022-03-12 00:08:48 main:574] : INFO : Epoch 1608 | loss: 0.0311804 | val_loss: 0.031184 | Time: 2246.92 ms [2022-03-12 00:08:50 main:574] : INFO : Epoch 1609 | loss: 0.0311792 | val_loss: 0.031183 | Time: 2217.83 ms [2022-03-12 00:08:52 main:574] : INFO : Epoch 1610 | loss: 0.0311793 | val_loss: 0.0311832 | Time: 2176.9 ms [2022-03-12 00:08:55 main:574] : INFO : Epoch 1611 | loss: 0.0311797 | val_loss: 0.031183 | Time: 2178.69 ms [2022-03-12 00:08:57 main:574] : INFO : Epoch 1612 | loss: 0.0311794 | val_loss: 0.0311839 | Time: 2257.84 ms [2022-03-12 00:08:59 main:574] : INFO : Epoch 1613 | loss: 0.0311811 | val_loss: 0.031188 | Time: 2228.37 ms [2022-03-12 00:09:01 main:574] : INFO : Epoch 1614 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 2183.36 ms [2022-03-12 00:09:03 main:574] : INFO : Epoch 1615 | loss: 0.0311785 | val_loss: 0.0311855 | Time: 2198.82 ms [2022-03-12 00:09:06 main:574] : INFO : Epoch 1616 | loss: 0.031179 | val_loss: 0.0311828 | Time: 2211.19 ms [2022-03-12 00:09:08 main:574] : INFO : Epoch 1617 | loss: 0.0311786 | val_loss: 0.0311836 | Time: 2185.3 ms [2022-03-12 00:09:10 main:574] : INFO : Epoch 1618 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 2220.37 ms [2022-03-12 00:09:12 main:574] : INFO : Epoch 1619 | loss: 0.0311795 | val_loss: 0.0311842 | Time: 2177.64 ms [2022-03-12 00:09:14 main:574] : INFO : Epoch 1620 | loss: 0.0311776 | val_loss: 0.0311828 | Time: 2224.36 ms [2022-03-12 00:09:17 main:574] : INFO : Epoch 1621 | loss: 0.0311777 | val_loss: 0.031183 | Time: 2240.03 ms [2022-03-12 00:09:19 main:574] : INFO : Epoch 1622 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 2228.44 ms [2022-03-12 00:09:21 main:574] : INFO : Epoch 1623 | loss: 0.0311795 | val_loss: 0.0311821 | Time: 2236.77 ms [2022-03-12 00:09:23 main:574] : INFO : Epoch 1624 | loss: 0.0311805 | val_loss: 0.0311822 | Time: 2166.33 ms [2022-03-12 00:09:25 main:574] : INFO : Epoch 1625 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 2155.47 ms [2022-03-12 00:09:28 main:574] : INFO : Epoch 1626 | loss: 0.0311815 | val_loss: 0.0311916 | Time: 2195.22 ms [2022-03-12 00:09:30 main:574] : INFO : Epoch 1627 | loss: 0.0311906 | val_loss: 0.0311817 | Time: 2249.97 ms [2022-03-12 00:09:32 main:574] : INFO : Epoch 1628 | loss: 0.0311899 | val_loss: 0.0311812 | Time: 2177.87 ms [2022-03-12 00:09:34 main:574] : INFO : Epoch 1629 | loss: 0.031185 | val_loss: 0.0311791 | Time: 2226.07 ms [2022-03-12 00:09:37 main:574] : INFO : Epoch 1630 | loss: 0.0311849 | val_loss: 0.0311836 | Time: 2256.84 ms [2022-03-12 00:09:39 main:574] : INFO : Epoch 1631 | loss: 0.031184 | val_loss: 0.0311779 | Time: 2286.96 ms [2022-03-12 00:09:41 main:574] : INFO : Epoch 1632 | loss: 0.0311824 | val_loss: 0.0311774 | Time: 2222.4 ms [2022-03-12 00:09:43 main:574] : INFO : Epoch 1633 | loss: 0.0311821 | val_loss: 0.0311775 | Time: 2227.28 ms [2022-03-12 00:09:46 main:574] : INFO : Epoch 1634 | loss: 0.0311822 | val_loss: 0.0311873 | Time: 2193.6 ms [2022-03-12 00:09:48 main:574] : INFO : Epoch 1635 | loss: 0.0311842 | val_loss: 0.0311785 | Time: 2244.17 ms [2022-03-12 00:09:50 main:574] : INFO : Epoch 1636 | loss: 0.0311814 | val_loss: 0.0311773 | Time: 2185.36 ms [2022-03-12 00:09:52 main:574] : INFO : Epoch 1637 | loss: 0.0311816 | val_loss: 0.0311807 | Time: 2257.7 ms [2022-03-12 00:09:54 main:574] : INFO : Epoch 1638 | loss: 0.0311814 | val_loss: 0.0311779 | Time: 2196.66 ms [2022-03-12 00:09:57 main:574] : INFO : Epoch 1639 | loss: 0.0311813 | val_loss: 0.0311793 | Time: 2290.46 ms [2022-03-12 00:09:59 main:574] : INFO : Epoch 1640 | loss: 0.0311796 | val_loss: 0.0311774 | Time: 2270.69 ms [2022-03-12 00:10:01 main:574] : INFO : Epoch 1641 | loss: 0.03118 | val_loss: 0.0311818 | Time: 2256.07 ms [2022-03-12 00:10:04 main:574] : INFO : Epoch 1642 | loss: 0.0311829 | val_loss: 0.0311776 | Time: 2186.59 ms [2022-03-12 00:10:06 main:574] : INFO : Epoch 1643 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 2234.92 ms [2022-03-12 00:10:08 main:574] : INFO : Epoch 1644 | loss: 0.0311859 | val_loss: 0.0311794 | Time: 2203.87 ms [2022-03-12 00:10:10 main:574] : INFO : Epoch 1645 | loss: 0.0311833 | val_loss: 0.0311787 | Time: 2158.46 ms [2022-03-12 00:10:12 main:574] : INFO : Epoch 1646 | loss: 0.0311826 | val_loss: 0.0311787 | Time: 2243.54 ms [2022-03-12 00:10:15 main:574] : INFO : Epoch 1647 | loss: 0.0311828 | val_loss: 0.0311794 | Time: 2216.3 ms [2022-03-12 00:10:17 main:574] : INFO : Epoch 1648 | loss: 0.0311834 | val_loss: 0.0311813 | Time: 2239.24 ms [2022-03-12 00:10:19 main:574] : INFO : Epoch 1649 | loss: 0.0311816 | val_loss: 0.0311792 | Time: 2268.81 ms [2022-03-12 00:10:21 main:574] : INFO : Epoch 1650 | loss: 0.0311825 | val_loss: 0.0311792 | Time: 2235.14 ms [2022-03-12 00:10:24 main:574] : INFO : Epoch 1651 | loss: 0.0311846 | val_loss: 0.0311767 | Time: 2165.87 ms [2022-03-12 00:10:26 main:574] : INFO : Epoch 1652 | loss: 0.0311825 | val_loss: 0.0311751 | Time: 2214.35 ms [2022-03-12 00:10:28 main:574] : INFO : Epoch 1653 | loss: 0.0311822 | val_loss: 0.0311747 | Time: 2241.7 ms [2022-03-12 00:10:30 main:574] : INFO : Epoch 1654 | loss: 0.0311812 | val_loss: 0.0311773 | Time: 2278.66 ms [2022-03-12 00:10:32 main:574] : INFO : Epoch 1655 | loss: 0.0311824 | val_loss: 0.031184 | Time: 2137.5 ms [2022-03-12 00:10:35 main:574] : INFO : Epoch 1656 | loss: 0.0311844 | val_loss: 0.0311877 | Time: 2223.33 ms [2022-03-12 00:10:37 main:574] : INFO : Epoch 1657 | loss: 0.0311894 | val_loss: 0.0311857 | Time: 2229.1 ms [2022-03-12 00:10:39 main:574] : INFO : Epoch 1658 | loss: 0.0311897 | val_loss: 0.0311878 | Time: 2263.78 ms [2022-03-12 00:10:41 main:574] : INFO : Epoch 1659 | loss: 0.0311883 | val_loss: 0.0311873 | Time: 2270.8 ms [2022-03-12 00:10:44 main:574] : INFO : Epoch 1660 | loss: 0.0311864 | val_loss: 0.0311857 | Time: 2258.41 ms [2022-03-12 00:10:46 main:574] : INFO : Epoch 1661 | loss: 0.0311862 | val_loss: 0.0311869 | Time: 2240.58 ms [2022-03-12 00:10:48 main:574] : INFO : Epoch 1662 | loss: 0.0311846 | val_loss: 0.0311872 | Time: 2214.16 ms [2022-03-12 00:10:50 main:574] : INFO : Epoch 1663 | loss: 0.031185 | val_loss: 0.0311915 | Time: 2227.56 ms [2022-03-12 00:10:53 main:574] : INFO : Epoch 1664 | loss: 0.0311877 | val_loss: 0.0311956 | Time: 2214.24 ms [2022-03-12 00:10:55 main:574] : INFO : Epoch 1665 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 2258 ms [2022-03-12 00:10:57 main:574] : INFO : Epoch 1666 | loss: 0.031187 | val_loss: 0.0311865 | Time: 2229.43 ms [2022-03-12 00:10:59 main:574] : INFO : Epoch 1667 | loss: 0.0311848 | val_loss: 0.0311939 | Time: 2268.23 ms [2022-03-12 00:11:02 main:574] : INFO : Epoch 1668 | loss: 0.0311844 | val_loss: 0.0311861 | Time: 2201.8 ms [2022-03-12 00:11:04 main:574] : INFO : Epoch 1669 | loss: 0.0311838 | val_loss: 0.0311844 | Time: 2218.59 ms [2022-03-12 00:11:06 main:574] : INFO : Epoch 1670 | loss: 0.0311826 | val_loss: 0.0311852 | Time: 2148.92 ms [2022-03-12 00:11:08 main:574] : INFO : Epoch 1671 | loss: 0.0311829 | val_loss: 0.0311842 | Time: 2214.31 ms [2022-03-12 00:11:10 main:574] : INFO : Epoch 1672 | loss: 0.0311834 | val_loss: 0.0311846 | Time: 2219.5 ms [2022-03-12 00:11:13 main:574] : INFO : Epoch 1673 | loss: 0.0311819 | val_loss: 0.0311861 | Time: 2260.23 ms [2022-03-12 00:11:15 main:574] : INFO : Epoch 1674 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 2242.33 ms [2022-03-12 00:11:17 main:574] : INFO : Epoch 1675 | loss: 0.0311854 | val_loss: 0.0311849 | Time: 2211.18 ms [2022-03-12 00:11:19 main:574] : INFO : Epoch 1676 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 2300.14 ms [2022-03-12 00:11:22 main:574] : INFO : Epoch 1677 | loss: 0.0311841 | val_loss: 0.0311856 | Time: 2251.88 ms [2022-03-12 00:11:24 main:574] : INFO : Epoch 1678 | loss: 0.0311849 | val_loss: 0.031189 | Time: 2246.5 ms [2022-03-12 00:11:26 main:574] : INFO : Epoch 1679 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 2233.82 ms [2022-03-12 00:11:28 main:574] : INFO : Epoch 1680 | loss: 0.0311851 | val_loss: 0.0311997 | Time: 2206.21 ms [2022-03-12 00:11:31 main:574] : INFO : Epoch 1681 | loss: 0.0311868 | val_loss: 0.031188 | Time: 2207.39 ms [2022-03-12 00:11:33 main:574] : INFO : Epoch 1682 | loss: 0.0311818 | val_loss: 0.0311867 | Time: 2164.56 ms [2022-03-12 00:11:35 main:574] : INFO : Epoch 1683 | loss: 0.031182 | val_loss: 0.0311865 | Time: 2198.82 ms [2022-03-12 00:11:37 main:574] : INFO : Epoch 1684 | loss: 0.0311817 | val_loss: 0.0311847 | Time: 2225.01 ms [2022-03-12 00:11:39 main:574] : INFO : Epoch 1685 | loss: 0.0311815 | val_loss: 0.0311852 | Time: 2152.44 ms [2022-03-12 00:11:42 main:574] : INFO : Epoch 1686 | loss: 0.0311816 | val_loss: 0.0311892 | Time: 2216.27 ms [2022-03-12 00:11:44 main:574] : INFO : Epoch 1687 | loss: 0.0311811 | val_loss: 0.0311897 | Time: 2273.02 ms [2022-03-12 00:11:46 main:574] : INFO : Epoch 1688 | loss: 0.0311827 | val_loss: 0.0311906 | Time: 2258.5 ms [2022-03-12 00:11:48 main:574] : INFO : Epoch 1689 | loss: 0.031185 | val_loss: 0.0311864 | Time: 2220.4 ms [2022-03-12 00:11:51 main:574] : INFO : Epoch 1690 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 2205.37 ms [2022-03-12 00:11:53 main:574] : INFO : Epoch 1691 | loss: 0.0311807 | val_loss: 0.0311847 | Time: 2195.78 ms [2022-03-12 00:11:55 main:574] : INFO : Epoch 1692 | loss: 0.03118 | val_loss: 0.0311852 | Time: 2168.94 ms [2022-03-12 00:11:57 main:574] : INFO : Epoch 1693 | loss: 0.0311804 | val_loss: 0.0311843 | Time: 2186.06 ms [2022-03-12 00:11:59 main:574] : INFO : Epoch 1694 | loss: 0.0311821 | val_loss: 0.0311858 | Time: 2188.75 ms [2022-03-12 00:12:02 main:574] : INFO : Epoch 1695 | loss: 0.0311806 | val_loss: 0.0311847 | Time: 2286.12 ms [2022-03-12 00:12:04 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.0311869 | Time: 2246 ms [2022-03-12 00:12:06 main:574] : INFO : Epoch 1697 | loss: 0.0311805 | val_loss: 0.0311934 | Time: 2248.69 ms [2022-03-12 00:12:08 main:574] : INFO : Epoch 1698 | loss: 0.031184 | val_loss: 0.0311905 | Time: 2152.46 ms [2022-03-12 00:12:10 main:574] : INFO : Epoch 1699 | loss: 0.0311825 | val_loss: 0.0311853 | Time: 2186.43 ms [2022-03-12 00:12:13 main:574] : INFO : Epoch 1700 | loss: 0.0311834 | val_loss: 0.0311852 | Time: 2247.56 ms [2022-03-12 00:12:15 main:574] : INFO : Epoch 1701 | loss: 0.0311816 | val_loss: 0.0311856 | Time: 2168.15 ms [2022-03-12 00:12:17 main:574] : INFO : Epoch 1702 | loss: 0.031182 | val_loss: 0.0311861 | Time: 2200.75 ms [2022-03-12 00:12:19 main:574] : INFO : Epoch 1703 | loss: 0.0311815 | val_loss: 0.0311914 | Time: 2220.03 ms [2022-03-12 00:12:22 main:574] : INFO : Epoch 1704 | loss: 0.0311853 | val_loss: 0.031188 | Time: 2166.89 ms [2022-03-12 00:12:24 main:574] : INFO : Epoch 1705 | loss: 0.0311833 | val_loss: 0.0311849 | Time: 2211.96 ms [2022-03-12 00:12:26 main:574] : INFO : Epoch 1706 | loss: 0.0311822 | val_loss: 0.0311847 | Time: 2253.8 ms [2022-03-12 00:12:28 main:574] : INFO : Epoch 1707 | loss: 0.0311841 | val_loss: 0.0311887 | Time: 2251.55 ms [2022-03-12 00:12:30 main:574] : INFO : Epoch 1708 | loss: 0.031183 | val_loss: 0.0311877 | Time: 2221.92 ms [2022-03-12 00:12:33 main:574] : INFO : Epoch 1709 | loss: 0.0311831 | val_loss: 0.0311903 | Time: 2162.37 ms [2022-03-12 00:12:35 main:574] : INFO : Epoch 1710 | loss: 0.0311813 | val_loss: 0.031185 | Time: 2180.25 ms [2022-03-12 00:12:37 main:574] : INFO : Epoch 1711 | loss: 0.0311812 | val_loss: 0.0311886 | Time: 2188.05 ms [2022-03-12 00:12:39 main:574] : INFO : Epoch 1712 | loss: 0.0311822 | val_loss: 0.0311867 | Time: 2208.74 ms [2022-03-12 00:12:41 main:574] : INFO : Epoch 1713 | loss: 0.0311809 | val_loss: 0.0311849 | Time: 2219.21 ms [2022-03-12 00:12:44 main:574] : INFO : Epoch 1714 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 2212.44 ms [2022-03-12 00:12:46 main:574] : INFO : Epoch 1715 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 2193.47 ms [2022-03-12 00:12:48 main:574] : INFO : Epoch 1716 | loss: 0.0311809 | val_loss: 0.0311855 | Time: 2254.46 ms [2022-03-12 00:12:50 main:574] : INFO : Epoch 1717 | loss: 0.0311798 | val_loss: 0.0311871 | Time: 2191.26 ms [2022-03-12 00:12:53 main:574] : INFO : Epoch 1718 | loss: 0.0311798 | val_loss: 0.0311857 | Time: 2222.66 ms [2022-03-12 00:12:55 main:574] : INFO : Epoch 1719 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 2214.65 ms [2022-03-12 00:12:57 main:574] : INFO : Epoch 1720 | loss: 0.0311812 | val_loss: 0.0311874 | Time: 2216.55 ms [2022-03-12 00:12:59 main:574] : INFO : Epoch 1721 | loss: 0.03118 | val_loss: 0.0311867 | Time: 2174.65 ms [2022-03-12 00:13:01 main:574] : INFO : Epoch 1722 | loss: 0.0311792 | val_loss: 0.0311868 | Time: 2219.22 ms [2022-03-12 00:13:04 main:574] : INFO : Epoch 1723 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 2200.79 ms [2022-03-12 00:13:06 main:574] : INFO : Epoch 1724 | loss: 0.0311797 | val_loss: 0.0311862 | Time: 2228.28 ms [2022-03-12 00:13:08 main:574] : INFO : Epoch 1725 | loss: 0.0311799 | val_loss: 0.0311865 | Time: 2278.8 ms [2022-03-12 00:13:10 main:574] : INFO : Epoch 1726 | loss: 0.0311838 | val_loss: 0.0311862 | Time: 2229.38 ms [2022-03-12 00:13:13 main:574] : INFO : Epoch 1727 | loss: 0.0311812 | val_loss: 0.0311907 | Time: 2233.37 ms [2022-03-12 00:13:15 main:574] : INFO : Epoch 1728 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 2232.04 ms [2022-03-12 00:13:17 main:574] : INFO : Epoch 1729 | loss: 0.0311803 | val_loss: 0.0311864 | Time: 2248.71 ms [2022-03-12 00:13:19 main:574] : INFO : Epoch 1730 | loss: 0.0311802 | val_loss: 0.0311855 | Time: 2225.57 ms [2022-03-12 00:13:22 main:574] : INFO : Epoch 1731 | loss: 0.0311813 | val_loss: 0.0311904 | Time: 2222.92 ms [2022-03-12 00:13:24 main:574] : INFO : Epoch 1732 | loss: 0.0311856 | val_loss: 0.0311968 | Time: 2246.98 ms [2022-03-12 00:13:26 main:574] : INFO : Epoch 1733 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 2242.81 ms [2022-03-12 00:13:28 main:574] : INFO : Epoch 1734 | loss: 0.0311854 | val_loss: 0.0311908 | Time: 2302.96 ms [2022-03-12 00:13:31 main:574] : INFO : Epoch 1735 | loss: 0.0311823 | val_loss: 0.0311848 | Time: 2264.56 ms [2022-03-12 00:13:33 main:574] : INFO : Epoch 1736 | loss: 0.0311811 | val_loss: 0.0311893 | Time: 2247.41 ms [2022-03-12 00:13:35 main:574] : INFO : Epoch 1737 | loss: 0.0311799 | val_loss: 0.0311854 | Time: 2155.1 ms [2022-03-12 00:13:37 main:574] : INFO : Epoch 1738 | loss: 0.0311799 | val_loss: 0.0311878 | Time: 2180.33 ms [2022-03-12 00:13:39 main:574] : INFO : Epoch 1739 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 2222.52 ms [2022-03-12 00:13:42 main:574] : INFO : Epoch 1740 | loss: 0.0311805 | val_loss: 0.0311885 | Time: 2208.07 ms [2022-03-12 00:13:44 main:574] : INFO : Epoch 1741 | loss: 0.0311824 | val_loss: 0.0311871 | Time: 2248.69 ms [2022-03-12 00:13:46 main:574] : INFO : Epoch 1742 | loss: 0.0311795 | val_loss: 0.0311885 | Time: 2184.98 ms [2022-03-12 00:13:48 main:574] : INFO : Epoch 1743 | loss: 0.0311793 | val_loss: 0.0311885 | Time: 2248.89 ms [2022-03-12 00:13:51 main:574] : INFO : Epoch 1744 | loss: 0.0311795 | val_loss: 0.0311862 | Time: 2235.03 ms [2022-03-12 00:13:53 main:574] : INFO : Epoch 1745 | loss: 0.0311798 | val_loss: 0.0311859 | Time: 2260.48 ms [2022-03-12 00:13:55 main:574] : INFO : Epoch 1746 | loss: 0.0311794 | val_loss: 0.031183 | Time: 2214.45 ms [2022-03-12 00:13:57 main:574] : INFO : Epoch 1747 | loss: 0.031181 | val_loss: 0.0311856 | Time: 2193.5 ms [2022-03-12 00:14:00 main:574] : INFO : Epoch 1748 | loss: 0.031182 | val_loss: 0.0311859 | Time: 2227.18 ms [2022-03-12 00:14:02 main:574] : INFO : Epoch 1749 | loss: 0.0311814 | val_loss: 0.0311844 | Time: 2183.32 ms [2022-03-12 00:14:04 main:574] : INFO : Epoch 1750 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 2153.59 ms [2022-03-12 00:14:06 main:574] : INFO : Epoch 1751 | loss: 0.0311828 | val_loss: 0.031183 | Time: 2202.49 ms [2022-03-12 00:14:08 main:574] : INFO : Epoch 1752 | loss: 0.0311802 | val_loss: 0.0311832 | Time: 2159.49 ms [2022-03-12 00:14:11 main:574] : INFO : Epoch 1753 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 2262.47 ms [2022-03-12 00:14:13 main:574] : INFO : Epoch 1754 | loss: 0.0311826 | val_loss: 0.0311848 | Time: 2216.04 ms [2022-03-12 00:14:15 main:574] : INFO : Epoch 1755 | loss: 0.0311831 | val_loss: 0.0311906 | Time: 2180.72 ms [2022-03-12 00:14:17 main:574] : INFO : Epoch 1756 | loss: 0.0311813 | val_loss: 0.0311853 | Time: 2199.25 ms [2022-03-12 00:14:19 main:574] : INFO : Epoch 1757 | loss: 0.0311843 | val_loss: 0.0311849 | Time: 2198.16 ms [2022-03-12 00:14:22 main:574] : INFO : Epoch 1758 | loss: 0.0311866 | val_loss: 0.031186 | Time: 2168.59 ms [2022-03-12 00:14:24 main:574] : INFO : Epoch 1759 | loss: 0.0311791 | val_loss: 0.0311847 | Time: 2190.75 ms [2022-03-12 00:14:26 main:574] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.0311836 | Time: 2242.17 ms [2022-03-12 00:14:28 main:574] : INFO : Epoch 1761 | loss: 0.0311792 | val_loss: 0.0311865 | Time: 2203.84 ms [2022-03-12 00:14:30 main:574] : INFO : Epoch 1762 | loss: 0.031182 | val_loss: 0.031196 | Time: 2267.46 ms [2022-03-12 00:14:33 main:574] : INFO : Epoch 1763 | loss: 0.0311855 | val_loss: 0.031199 | Time: 2328.36 ms [2022-03-12 00:14:35 main:574] : INFO : Epoch 1764 | loss: 0.0311825 | val_loss: 0.0311842 | Time: 2213.87 ms [2022-03-12 00:14:37 main:574] : INFO : Epoch 1765 | loss: 0.0311827 | val_loss: 0.0311951 | Time: 2237.02 ms [2022-03-12 00:14:39 main:574] : INFO : Epoch 1766 | loss: 0.0311827 | val_loss: 0.0311854 | Time: 2240.44 ms [2022-03-12 00:14:42 main:574] : INFO : Epoch 1767 | loss: 0.0311802 | val_loss: 0.031185 | Time: 2199.5 ms [2022-03-12 00:14:44 main:574] : INFO : Epoch 1768 | loss: 0.0311797 | val_loss: 0.0311867 | Time: 2254.51 ms [2022-03-12 00:14:46 main:574] : INFO : Epoch 1769 | loss: 0.0311823 | val_loss: 0.0311866 | Time: 2199.46 ms [2022-03-12 00:14:48 main:574] : INFO : Epoch 1770 | loss: 0.0311815 | val_loss: 0.0311856 | Time: 2191.24 ms [2022-03-12 00:14:51 main:574] : INFO : Epoch 1771 | loss: 0.03118 | val_loss: 0.0311887 | Time: 2246.41 ms [2022-03-12 00:14:53 main:574] : INFO : Epoch 1772 | loss: 0.0311828 | val_loss: 0.0311855 | Time: 2245.2 ms [2022-03-12 00:14:55 main:574] : INFO : Epoch 1773 | loss: 0.0311804 | val_loss: 0.0311862 | Time: 2253.56 ms [2022-03-12 00:14:57 main:574] : INFO : Epoch 1774 | loss: 0.0311797 | val_loss: 0.0311853 | Time: 2236.92 ms [2022-03-12 00:15:00 main:574] : INFO : Epoch 1775 | loss: 0.031185 | val_loss: 0.0311939 | Time: 2222.54 ms [2022-03-12 00:15:02 main:574] : INFO : Epoch 1776 | loss: 0.0311833 | val_loss: 0.0311944 | Time: 2231.25 ms [2022-03-12 00:15:04 main:574] : INFO : Epoch 1777 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 2261.57 ms [2022-03-12 00:15:06 main:574] : INFO : Epoch 1778 | loss: 0.0311806 | val_loss: 0.0311849 | Time: 2182.12 ms [2022-03-12 00:15:08 main:574] : INFO : Epoch 1779 | loss: 0.0311822 | val_loss: 0.0311863 | Time: 2196.53 ms [2022-03-12 00:15:11 main:574] : INFO : Epoch 1780 | loss: 0.031182 | val_loss: 0.0311907 | Time: 2236.4 ms [2022-03-12 00:15:13 main:574] : INFO : Epoch 1781 | loss: 0.0311805 | val_loss: 0.031185 | Time: 2244.2 ms [2022-03-12 00:15:15 main:574] : INFO : Epoch 1782 | loss: 0.0311802 | val_loss: 0.0311881 | Time: 2244.56 ms [2022-03-12 00:15:17 main:574] : INFO : Epoch 1783 | loss: 0.0311808 | val_loss: 0.0311855 | Time: 2195.28 ms [2022-03-12 00:15:20 main:574] : INFO : Epoch 1784 | loss: 0.0311804 | val_loss: 0.0311854 | Time: 2196.04 ms [2022-03-12 00:15:22 main:574] : INFO : Epoch 1785 | loss: 0.0311792 | val_loss: 0.0311931 | Time: 2231.42 ms [2022-03-12 00:15:24 main:574] : INFO : Epoch 1786 | loss: 0.0311833 | val_loss: 0.0311882 | Time: 2205.69 ms [2022-03-12 00:15:26 main:574] : INFO : Epoch 1787 | loss: 0.031184 | val_loss: 0.0311855 | Time: 2242.53 ms [2022-03-12 00:15:28 main:574] : INFO : Epoch 1788 | loss: 0.0311809 | val_loss: 0.0311852 | Time: 2159.32 ms [2022-03-12 00:15:31 main:574] : INFO : Epoch 1789 | loss: 0.0311784 | val_loss: 0.0311855 | Time: 2205.86 ms [2022-03-12 00:15:33 main:574] : INFO : Epoch 1790 | loss: 0.0311784 | val_loss: 0.0311848 | Time: 2202.23 ms [2022-03-12 00:15:35 main:574] : INFO : Epoch 1791 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 2265.43 ms [2022-03-12 00:15:37 main:574] : INFO : Epoch 1792 | loss: 0.031187 | val_loss: 0.031194 | Time: 2235.74 ms [2022-03-12 00:15:40 main:574] : INFO : Epoch 1793 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 2254.06 ms [2022-03-12 00:15:42 main:574] : INFO : Epoch 1794 | loss: 0.0311864 | val_loss: 0.0311832 | Time: 2215.44 ms [2022-03-12 00:15:44 main:574] : INFO : Epoch 1795 | loss: 0.0311876 | val_loss: 0.0311828 | Time: 2227.55 ms [2022-03-12 00:15:46 main:574] : INFO : Epoch 1796 | loss: 0.0311891 | val_loss: 0.0311883 | Time: 2227.07 ms [2022-03-12 00:15:49 main:574] : INFO : Epoch 1797 | loss: 0.0311897 | val_loss: 0.0311853 | Time: 2221.13 ms [2022-03-12 00:15:51 main:574] : INFO : Epoch 1798 | loss: 0.0311883 | val_loss: 0.0311884 | Time: 2184.56 ms [2022-03-12 00:15:53 main:574] : INFO : Epoch 1799 | loss: 0.0311904 | val_loss: 0.0311846 | Time: 2255.34 ms [2022-03-12 00:15:55 main:574] : INFO : Epoch 1800 | loss: 0.0311874 | val_loss: 0.0311914 | Time: 2244.13 ms [2022-03-12 00:15:58 main:574] : INFO : Epoch 1801 | loss: 0.0311919 | val_loss: 0.0311902 | Time: 2277.9 ms [2022-03-12 00:16:00 main:574] : INFO : Epoch 1802 | loss: 0.0311916 | val_loss: 0.0311903 | Time: 2248.33 ms [2022-03-12 00:16:02 main:574] : INFO : Epoch 1803 | loss: 0.0311936 | val_loss: 0.0311911 | Time: 2205.69 ms [2022-03-12 00:16:04 main:574] : INFO : Epoch 1804 | loss: 0.0311936 | val_loss: 0.0312074 | Time: 2199.11 ms [2022-03-12 00:16:06 main:574] : INFO : Epoch 1805 | loss: 0.0312014 | val_loss: 0.0311976 | Time: 2200.24 ms [2022-03-12 00:16:09 main:574] : INFO : Epoch 1806 | loss: 0.0311983 | val_loss: 0.0311972 | Time: 2197.76 ms [2022-03-12 00:16:11 main:574] : INFO : Epoch 1807 | loss: 0.0311947 | val_loss: 0.0311929 | Time: 2251.93 ms [2022-03-12 00:16:13 main:574] : INFO : Epoch 1808 | loss: 0.0311973 | val_loss: 0.0311922 | Time: 2248.24 ms [2022-03-12 00:16:15 main:574] : INFO : Epoch 1809 | loss: 0.0311972 | val_loss: 0.0311964 | Time: 2226.91 ms [2022-03-12 00:16:18 main:574] : INFO : Epoch 1810 | loss: 0.031197 | val_loss: 0.0311914 | Time: 2253.71 ms [2022-03-12 00:16:20 main:574] : INFO : Epoch 1811 | loss: 0.0311939 | val_loss: 0.0311905 | Time: 2237.89 ms [2022-03-12 00:16:22 main:574] : INFO : Epoch 1812 | loss: 0.031192 | val_loss: 0.0311885 | Time: 2182.77 ms [2022-03-12 00:16:24 main:574] : INFO : Epoch 1813 | loss: 0.0311919 | val_loss: 0.0311892 | Time: 2175.14 ms [2022-03-12 00:16:26 main:574] : INFO : Epoch 1814 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 2169.9 ms [2022-03-12 00:16:29 main:574] : INFO : Epoch 1815 | loss: 0.0311934 | val_loss: 0.0311893 | Time: 2236.47 ms [2022-03-12 00:16:31 main:574] : INFO : Epoch 1816 | loss: 0.031193 | val_loss: 0.0311893 | Time: 2201.07 ms [2022-03-12 00:16:33 main:574] : INFO : Epoch 1817 | loss: 0.0311928 | val_loss: 0.0311921 | Time: 2250.66 ms [2022-03-12 00:16:35 main:574] : INFO : Epoch 1818 | loss: 0.0311906 | val_loss: 0.0311893 | Time: 2254.31 ms [2022-03-12 00:16:38 main:574] : INFO : Epoch 1819 | loss: 0.03119 | val_loss: 0.0311885 | Time: 2249.68 ms [2022-03-12 00:16:40 main:574] : INFO : Epoch 1820 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 2196.56 ms [2022-03-12 00:16:42 main:574] : INFO : Epoch 1821 | loss: 0.0311899 | val_loss: 0.0311882 | Time: 2225.78 ms [2022-03-12 00:16:44 main:574] : INFO : Epoch 1822 | loss: 0.0311899 | val_loss: 0.0311876 | Time: 2239.04 ms [2022-03-12 00:16:47 main:574] : INFO : Epoch 1823 | loss: 0.031189 | val_loss: 0.0311857 | Time: 2189.88 ms [2022-03-12 00:16:49 main:574] : INFO : Epoch 1824 | loss: 0.0311882 | val_loss: 0.0311865 | Time: 2204.24 ms [2022-03-12 00:16:51 main:574] : INFO : Epoch 1825 | loss: 0.0311879 | val_loss: 0.0311853 | Time: 2226.68 ms [2022-03-12 00:16:53 main:574] : INFO : Epoch 1826 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 2204.01 ms [2022-03-12 00:16:55 main:574] : INFO : Epoch 1827 | loss: 0.0311888 | val_loss: 0.0311877 | Time: 2252.89 ms [2022-03-12 00:16:58 main:574] : INFO : Epoch 1828 | loss: 0.0311906 | val_loss: 0.0311874 | Time: 2260.72 ms [2022-03-12 00:17:00 main:574] : INFO : Epoch 1829 | loss: 0.0311894 | val_loss: 0.0311853 | Time: 2311.56 ms [2022-03-12 00:17:02 main:574] : INFO : Epoch 1830 | loss: 0.0311886 | val_loss: 0.0311858 | Time: 2165.09 ms [2022-03-12 00:17:04 main:574] : INFO : Epoch 1831 | loss: 0.0311876 | val_loss: 0.0311844 | Time: 2209.79 ms [2022-03-12 00:17:07 main:574] : INFO : Epoch 1832 | loss: 0.0311877 | val_loss: 0.0311861 | Time: 2166.05 ms [2022-03-12 00:17:09 main:574] : INFO : Epoch 1833 | loss: 0.0311873 | val_loss: 0.0311871 | Time: 2231.18 ms [2022-03-12 00:17:11 main:574] : INFO : Epoch 1834 | loss: 0.0311886 | val_loss: 0.0311855 | Time: 2175.99 ms [2022-03-12 00:17:13 main:574] : INFO : Epoch 1835 | loss: 0.0311872 | val_loss: 0.0311855 | Time: 2238.55 ms [2022-03-12 00:17:15 main:574] : INFO : Epoch 1836 | loss: 0.0311875 | val_loss: 0.0311874 | Time: 2227.44 ms [2022-03-12 00:17:18 main:574] : INFO : Epoch 1837 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 2223.7 ms [2022-03-12 00:17:20 main:574] : INFO : Epoch 1838 | loss: 0.031187 | val_loss: 0.0311857 | Time: 2218.76 ms [2022-03-12 00:17:22 main:574] : INFO : Epoch 1839 | loss: 0.0311864 | val_loss: 0.031188 | Time: 2233.3 ms [2022-03-12 00:17:24 main:574] : INFO : Epoch 1840 | loss: 0.031187 | val_loss: 0.0311853 | Time: 2217.06 ms [2022-03-12 00:17:27 main:574] : INFO : Epoch 1841 | loss: 0.0311858 | val_loss: 0.0311854 | Time: 2248.03 ms [2022-03-12 00:17:29 main:574] : INFO : Epoch 1842 | loss: 0.0311867 | val_loss: 0.0311869 | Time: 2240.76 ms [2022-03-12 00:17:31 main:574] : INFO : Epoch 1843 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 2220.74 ms [2022-03-12 00:17:33 main:574] : INFO : Epoch 1844 | loss: 0.0311904 | val_loss: 0.0311883 | Time: 2212.82 ms [2022-03-12 00:17:36 main:574] : INFO : Epoch 1845 | loss: 0.03119 | val_loss: 0.0311867 | Time: 2185.07 ms [2022-03-12 00:17:38 main:574] : INFO : Epoch 1846 | loss: 0.0311897 | val_loss: 0.0311887 | Time: 2203.18 ms [2022-03-12 00:17:40 main:574] : INFO : Epoch 1847 | loss: 0.0311908 | val_loss: 0.0311944 | Time: 2330.81 ms [2022-03-12 00:17:42 main:574] : INFO : Epoch 1848 | loss: 0.0311956 | val_loss: 0.0311979 | Time: 2264.22 ms [2022-03-12 00:17:44 main:574] : INFO : Epoch 1849 | loss: 0.0311994 | val_loss: 0.0312 | Time: 2158.69 ms [2022-03-12 00:17:47 main:574] : INFO : Epoch 1850 | loss: 0.0312023 | val_loss: 0.0311974 | Time: 2243 ms [2022-03-12 00:17:49 main:574] : INFO : Epoch 1851 | loss: 0.0312007 | val_loss: 0.031198 | Time: 2238.62 ms [2022-03-12 00:17:51 main:574] : INFO : Epoch 1852 | loss: 0.0312001 | val_loss: 0.0311954 | Time: 2200.08 ms [2022-03-12 00:17:53 main:574] : INFO : Epoch 1853 | loss: 0.0312015 | val_loss: 0.031198 | Time: 2162.1 ms [2022-03-12 00:17:56 main:574] : INFO : Epoch 1854 | loss: 0.0312 | val_loss: 0.0311957 | Time: 2215.52 ms [2022-03-12 00:17:58 main:574] : INFO : Epoch 1855 | loss: 0.0311985 | val_loss: 0.031197 | Time: 2167.96 ms [2022-03-12 00:18:00 main:574] : INFO : Epoch 1856 | loss: 0.031196 | val_loss: 0.0311961 | Time: 2208.76 ms [2022-03-12 00:18:02 main:574] : INFO : Epoch 1857 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 2218.42 ms [2022-03-12 00:18:04 main:574] : INFO : Epoch 1858 | loss: 0.0311947 | val_loss: 0.0311958 | Time: 2227.6 ms [2022-03-12 00:18:07 main:574] : INFO : Epoch 1859 | loss: 0.0311966 | val_loss: 0.0311939 | Time: 2245.75 ms [2022-03-12 00:18:09 main:574] : INFO : Epoch 1860 | loss: 0.0311951 | val_loss: 0.031194 | Time: 2264.06 ms [2022-03-12 00:18:11 main:574] : INFO : Epoch 1861 | loss: 0.0311957 | val_loss: 0.0311998 | Time: 2242.09 ms [2022-03-12 00:18:13 main:574] : INFO : Epoch 1862 | loss: 0.0311985 | val_loss: 0.0311965 | Time: 2163.56 ms [2022-03-12 00:18:16 main:574] : INFO : Epoch 1863 | loss: 0.0312014 | val_loss: 0.0312041 | Time: 2172.47 ms [2022-03-12 00:18:18 main:574] : INFO : Epoch 1864 | loss: 0.0311981 | val_loss: 0.0311952 | Time: 2210.54 ms [2022-03-12 00:18:20 main:574] : INFO : Epoch 1865 | loss: 0.0311966 | val_loss: 0.0311955 | Time: 2276.54 ms [2022-03-12 00:18:22 main:574] : INFO : Epoch 1866 | loss: 0.0311964 | val_loss: 0.031199 | Time: 2230.79 ms [2022-03-12 00:18:25 main:574] : INFO : Epoch 1867 | loss: 0.0311945 | val_loss: 0.0311942 | Time: 2230.03 ms [2022-03-12 00:18:27 main:574] : INFO : Epoch 1868 | loss: 0.0311949 | val_loss: 0.0311951 | Time: 2206.9 ms [2022-03-12 00:18:29 main:574] : INFO : Epoch 1869 | loss: 0.0311944 | val_loss: 0.0311921 | Time: 2206.92 ms [2022-03-12 00:18:31 main:574] : INFO : Epoch 1870 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 2247.35 ms [2022-03-12 00:18:33 main:574] : INFO : Epoch 1871 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2191.61 ms [2022-03-12 00:18:36 main:574] : INFO : Epoch 1872 | loss: 0.0311918 | val_loss: 0.0311913 | Time: 2245.73 ms [2022-03-12 00:18:38 main:574] : INFO : Epoch 1873 | loss: 0.0311916 | val_loss: 0.0311931 | Time: 2197.24 ms [2022-03-12 00:18:40 main:574] : INFO : Epoch 1874 | loss: 0.0311922 | val_loss: 0.0311899 | Time: 2244.76 ms [2022-03-12 00:18:42 main:574] : INFO : Epoch 1875 | loss: 0.0311913 | val_loss: 0.0311901 | Time: 2252.28 ms [2022-03-12 00:18:45 main:574] : INFO : Epoch 1876 | loss: 0.0311915 | val_loss: 0.0311947 | Time: 2315.88 ms [2022-03-12 00:18:47 main:574] : INFO : Epoch 1877 | loss: 0.0311916 | val_loss: 0.0311906 | Time: 2232.44 ms [2022-03-12 00:18:49 main:574] : INFO : Epoch 1878 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 2260.84 ms [2022-03-12 00:18:51 main:574] : INFO : Epoch 1879 | loss: 0.0311917 | val_loss: 0.0311924 | Time: 2233.04 ms [2022-03-12 00:18:54 main:574] : INFO : Epoch 1880 | loss: 0.0311925 | val_loss: 0.0311874 | Time: 2168.68 ms [2022-03-12 00:18:56 main:574] : INFO : Epoch 1881 | loss: 0.031191 | val_loss: 0.0311879 | Time: 2205.29 ms [2022-03-12 00:18:58 main:574] : INFO : Epoch 1882 | loss: 0.031192 | val_loss: 0.0311883 | Time: 2216.24 ms [2022-03-12 00:19:00 main:574] : INFO : Epoch 1883 | loss: 0.0311928 | val_loss: 0.0311873 | Time: 2138.91 ms [2022-03-12 00:19:02 main:574] : INFO : Epoch 1884 | loss: 0.0311913 | val_loss: 0.0311916 | Time: 2158.36 ms [2022-03-12 00:19:05 main:574] : INFO : Epoch 1885 | loss: 0.0311929 | val_loss: 0.0311897 | Time: 2286.66 ms [2022-03-12 00:19:07 main:574] : INFO : Epoch 1886 | loss: 0.0311897 | val_loss: 0.031188 | Time: 2276.05 ms [2022-03-12 00:19:09 main:574] : INFO : Epoch 1887 | loss: 0.0311889 | val_loss: 0.0311923 | Time: 2221.45 ms [2022-03-12 00:19:11 main:574] : INFO : Epoch 1888 | loss: 0.031192 | val_loss: 0.0311926 | Time: 2231.38 ms [2022-03-12 00:19:14 main:574] : INFO : Epoch 1889 | loss: 0.0311899 | val_loss: 0.0311901 | Time: 2230.73 ms [2022-03-12 00:19:16 main:574] : INFO : Epoch 1890 | loss: 0.0311912 | val_loss: 0.0311897 | Time: 2201 ms [2022-03-12 00:19:18 main:574] : INFO : Epoch 1891 | loss: 0.0311946 | val_loss: 0.0311931 | Time: 2222.32 ms [2022-03-12 00:19:20 main:574] : INFO : Epoch 1892 | loss: 0.0311919 | val_loss: 0.031191 | Time: 2215.64 ms [2022-03-12 00:19:22 main:574] : INFO : Epoch 1893 | loss: 0.0311912 | val_loss: 0.0311876 | Time: 2202.32 ms [2022-03-12 00:19:25 main:574] : INFO : Epoch 1894 | loss: 0.0311887 | val_loss: 0.0311871 | Time: 2303.79 ms [2022-03-12 00:19:27 main:574] : INFO : Epoch 1895 | loss: 0.0311872 | val_loss: 0.0311867 | Time: 2205.37 ms [2022-03-12 00:19:29 main:574] : INFO : Epoch 1896 | loss: 0.0311884 | val_loss: 0.0311874 | Time: 2193.76 ms [2022-03-12 00:19:31 main:574] : INFO : Epoch 1897 | loss: 0.0311879 | val_loss: 0.0311883 | Time: 2218.95 ms [2022-03-12 00:19:34 main:574] : INFO : Epoch 1898 | loss: 0.031192 | val_loss: 0.0311903 | Time: 2239.53 ms [2022-03-12 00:19:36 main:574] : INFO : Epoch 1899 | loss: 0.0311894 | val_loss: 0.0311907 | Time: 2257.25 ms [2022-03-12 00:19:38 main:574] : INFO : Epoch 1900 | loss: 0.0311877 | val_loss: 0.0311893 | Time: 2246.24 ms [2022-03-12 00:19:40 main:574] : INFO : Epoch 1901 | loss: 0.0311887 | val_loss: 0.0311898 | Time: 2283.46 ms [2022-03-12 00:19:43 main:574] : INFO : Epoch 1902 | loss: 0.0311937 | val_loss: 0.0311965 | Time: 2204.09 ms [2022-03-12 00:19:45 main:574] : INFO : Epoch 1903 | loss: 0.0311992 | val_loss: 0.0311982 | Time: 2182.9 ms [2022-03-12 00:19:47 main:574] : INFO : Epoch 1904 | loss: 0.0312015 | val_loss: 0.031197 | Time: 2159.44 ms [2022-03-12 00:19:49 main:574] : INFO : Epoch 1905 | loss: 0.0312003 | val_loss: 0.0311955 | Time: 2176.28 ms [2022-03-12 00:19:51 main:574] : INFO : Epoch 1906 | loss: 0.0311979 | val_loss: 0.0311946 | Time: 2208.91 ms [2022-03-12 00:19:54 main:574] : INFO : Epoch 1907 | loss: 0.0311961 | val_loss: 0.0311952 | Time: 2208.25 ms [2022-03-12 00:19:56 main:574] : INFO : Epoch 1908 | loss: 0.0311947 | val_loss: 0.0311959 | Time: 2235.26 ms [2022-03-12 00:19:58 main:574] : INFO : Epoch 1909 | loss: 0.031195 | val_loss: 0.0311957 | Time: 2161.13 ms [2022-03-12 00:20:00 main:574] : INFO : Epoch 1910 | loss: 0.0311977 | val_loss: 0.0311941 | Time: 2214.08 ms [2022-03-12 00:20:02 main:574] : INFO : Epoch 1911 | loss: 0.031196 | val_loss: 0.0311932 | Time: 2196.92 ms [2022-03-12 00:20:05 main:574] : INFO : Epoch 1912 | loss: 0.0311971 | val_loss: 0.0311932 | Time: 2224.62 ms [2022-03-12 00:20:07 main:574] : INFO : Epoch 1913 | loss: 0.0311947 | val_loss: 0.0311914 | Time: 2252.07 ms [2022-03-12 00:20:09 main:574] : INFO : Epoch 1914 | loss: 0.0311935 | val_loss: 0.0311944 | Time: 2212.15 ms [2022-03-12 00:20:11 main:574] : INFO : Epoch 1915 | loss: 0.0311983 | val_loss: 0.0311969 | Time: 2173.71 ms [2022-03-12 00:20:14 main:574] : INFO : Epoch 1916 | loss: 0.0311996 | val_loss: 0.031196 | Time: 2199.42 ms [2022-03-12 00:20:16 main:574] : INFO : Epoch 1917 | loss: 0.0311967 | val_loss: 0.0311945 | Time: 2206.14 ms [2022-03-12 00:20:18 main:574] : INFO : Epoch 1918 | loss: 0.0311989 | val_loss: 0.0312038 | Time: 2246.62 ms [2022-03-12 00:20:20 main:574] : INFO : Epoch 1919 | loss: 0.031204 | val_loss: 0.0312049 | Time: 2229.56 ms [2022-03-12 00:20:22 main:574] : INFO : Epoch 1920 | loss: 0.0312065 | val_loss: 0.0312015 | Time: 2200.25 ms [2022-03-12 00:20:25 main:574] : INFO : Epoch 1921 | loss: 0.0312046 | val_loss: 0.0312031 | Time: 2289.15 ms [2022-03-12 00:20:27 main:574] : INFO : Epoch 1922 | loss: 0.031204 | val_loss: 0.0312008 | Time: 2277.65 ms [2022-03-12 00:20:29 main:574] : INFO : Epoch 1923 | loss: 0.0312026 | val_loss: 0.0312009 | Time: 2201.11 ms [2022-03-12 00:20:31 main:574] : INFO : Epoch 1924 | loss: 0.0312033 | val_loss: 0.0312047 | Time: 2236.78 ms [2022-03-12 00:20:34 main:574] : INFO : Epoch 1925 | loss: 0.0312025 | val_loss: 0.0312012 | Time: 2166.11 ms [2022-03-12 00:20:36 main:574] : INFO : Epoch 1926 | loss: 0.0311999 | val_loss: 0.0311988 | Time: 2185.6 ms [2022-03-12 00:20:38 main:574] : INFO : Epoch 1927 | loss: 0.0311986 | val_loss: 0.0312017 | Time: 2206.45 ms [2022-03-12 00:20:40 main:574] : INFO : Epoch 1928 | loss: 0.0311994 | val_loss: 0.0311992 | Time: 2191.15 ms [2022-03-12 00:20:42 main:574] : INFO : Epoch 1929 | loss: 0.031201 | val_loss: 0.0312017 | Time: 2207.6 ms [2022-03-12 00:20:45 main:574] : INFO : Epoch 1930 | loss: 0.0311978 | val_loss: 0.0311982 | Time: 2220.23 ms [2022-03-12 00:20:47 main:574] : INFO : Epoch 1931 | loss: 0.031198 | val_loss: 0.0312005 | Time: 2281.92 ms [2022-03-12 00:20:49 main:574] : INFO : Epoch 1932 | loss: 0.0311985 | val_loss: 0.0312018 | Time: 2247.63 ms [2022-03-12 00:20:51 main:574] : INFO : Epoch 1933 | loss: 0.0312022 | val_loss: 0.0312038 | Time: 2207.54 ms [2022-03-12 00:20:54 main:574] : INFO : Epoch 1934 | loss: 0.0312013 | val_loss: 0.0312009 | Time: 2194.24 ms [2022-03-12 00:20:56 main:574] : INFO : Epoch 1935 | loss: 0.0312002 | val_loss: 0.0312019 | Time: 2244.99 ms [2022-03-12 00:20:58 main:574] : INFO : Epoch 1936 | loss: 0.0312004 | val_loss: 0.0311999 | Time: 2216.01 ms [2022-03-12 00:21:00 main:574] : INFO : Epoch 1937 | loss: 0.031205 | val_loss: 0.0312079 | Time: 2217.69 ms [2022-03-12 00:21:03 main:574] : INFO : Epoch 1938 | loss: 0.0312159 | val_loss: 0.0312129 | Time: 2231.02 ms [2022-03-12 00:21:05 main:574] : INFO : Epoch 1939 | loss: 0.0312156 | val_loss: 0.0312136 | Time: 2249.81 ms [2022-03-12 00:21:07 main:574] : INFO : Epoch 1940 | loss: 0.0312151 | val_loss: 0.031215 | Time: 2231.42 ms [2022-03-12 00:21:09 main:574] : INFO : Epoch 1941 | loss: 0.0312137 | val_loss: 0.0312095 | Time: 2333.05 ms [2022-03-12 00:21:12 main:574] : INFO : Epoch 1942 | loss: 0.0312111 | val_loss: 0.0312108 | Time: 2227.76 ms [2022-03-12 00:21:14 main:574] : INFO : Epoch 1943 | loss: 0.0312123 | val_loss: 0.0312086 | Time: 2176.77 ms [2022-03-12 00:21:16 main:574] : INFO : Epoch 1944 | loss: 0.0312102 | val_loss: 0.0312079 | Time: 2164.42 ms [2022-03-12 00:21:18 main:574] : INFO : Epoch 1945 | loss: 0.0312101 | val_loss: 0.0312072 | Time: 2218.16 ms [2022-03-12 00:21:20 main:574] : INFO : Epoch 1946 | loss: 0.031209 | val_loss: 0.0312076 | Time: 2183.88 ms [2022-03-12 00:21:23 main:574] : INFO : Epoch 1947 | loss: 0.0312092 | val_loss: 0.0312075 | Time: 2220.57 ms [2022-03-12 00:21:25 main:574] : INFO : Epoch 1948 | loss: 0.0312091 | val_loss: 0.0312066 | Time: 2249.21 ms [2022-03-12 00:21:27 main:574] : INFO : Epoch 1949 | loss: 0.0312078 | val_loss: 0.031206 | Time: 2186.84 ms [2022-03-12 00:21:29 main:574] : INFO : Epoch 1950 | loss: 0.0312062 | val_loss: 0.0312064 | Time: 2189.24 ms [2022-03-12 00:21:32 main:574] : INFO : Epoch 1951 | loss: 0.0312052 | val_loss: 0.0312062 | Time: 2249.11 ms [2022-03-12 00:21:34 main:574] : INFO : Epoch 1952 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 2200.14 ms [2022-03-12 00:21:36 main:574] : INFO : Epoch 1953 | loss: 0.0312048 | val_loss: 0.0312047 | Time: 2195.39 ms [2022-03-12 00:21:38 main:574] : INFO : Epoch 1954 | loss: 0.0312043 | val_loss: 0.0312047 | Time: 2180.15 ms [2022-03-12 00:21:40 main:574] : INFO : Epoch 1955 | loss: 0.0312044 | val_loss: 0.0312068 | Time: 2244.27 ms [2022-03-12 00:21:43 main:574] : INFO : Epoch 1956 | loss: 0.0312065 | val_loss: 0.031207 | Time: 2227.51 ms [2022-03-12 00:21:45 main:574] : INFO : Epoch 1957 | loss: 0.0312066 | val_loss: 0.0312047 | Time: 2160.29 ms [2022-03-12 00:21:47 main:574] : INFO : Epoch 1958 | loss: 0.0312034 | val_loss: 0.0312043 | Time: 2215.68 ms [2022-03-12 00:21:49 main:574] : INFO : Epoch 1959 | loss: 0.0312034 | val_loss: 0.031205 | Time: 2226.3 ms [2022-03-12 00:21:51 main:574] : INFO : Epoch 1960 | loss: 0.0312037 | val_loss: 0.0312058 | Time: 2247.37 ms [2022-03-12 00:21:54 main:574] : INFO : Epoch 1961 | loss: 0.0312032 | val_loss: 0.0312047 | Time: 2265.44 ms [2022-03-12 00:21:56 main:574] : INFO : Epoch 1962 | loss: 0.0312022 | val_loss: 0.0312039 | Time: 2201.71 ms [2022-03-12 00:21:58 main:574] : INFO : Epoch 1963 | loss: 0.0312021 | val_loss: 0.0312037 | Time: 2221.59 ms [2022-03-12 00:22:00 main:574] : INFO : Epoch 1964 | loss: 0.0312033 | val_loss: 0.0312049 | Time: 2149.92 ms [2022-03-12 00:22:03 main:574] : INFO : Epoch 1965 | loss: 0.0312038 | val_loss: 0.031206 | Time: 2242.1 ms [2022-03-12 00:22:05 main:574] : INFO : Epoch 1966 | loss: 0.0312032 | val_loss: 0.0312075 | Time: 2229.43 ms [2022-03-12 00:22:07 main:574] : INFO : Epoch 1967 | loss: 0.0312035 | val_loss: 0.0312047 | Time: 2236.05 ms [2022-03-12 00:22:09 main:574] : INFO : Epoch 1968 | loss: 0.0312046 | val_loss: 0.0312051 | Time: 2170.55 ms [2022-03-12 00:22:11 main:574] : INFO : Epoch 1969 | loss: 0.0312024 | val_loss: 0.0312054 | Time: 2239.83 ms [2022-03-12 00:22:14 main:574] : INFO : Epoch 1970 | loss: 0.0312022 | val_loss: 0.0312043 | Time: 2271.17 ms [2022-03-12 00:22:16 main:574] : INFO : Epoch 1971 | loss: 0.0312022 | val_loss: 0.0312061 | Time: 2224.36 ms [2022-03-12 00:22:18 main:574] : INFO : Epoch 1972 | loss: 0.0312031 | val_loss: 0.0312049 | Time: 2189.41 ms [2022-03-12 00:22:20 main:574] : INFO : Epoch 1973 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2231.24 ms [2022-03-12 00:22:23 main:574] : INFO : Epoch 1974 | loss: 0.0312018 | val_loss: 0.0312046 | Time: 2249.28 ms [2022-03-12 00:22:25 main:574] : INFO : Epoch 1975 | loss: 0.0312017 | val_loss: 0.0312078 | Time: 2248.03 ms [2022-03-12 00:22:27 main:574] : INFO : Epoch 1976 | loss: 0.0312019 | val_loss: 0.0312077 | Time: 2230.11 ms [2022-03-12 00:22:29 main:574] : INFO : Epoch 1977 | loss: 0.0312016 | val_loss: 0.0312051 | Time: 2239.5 ms [2022-03-12 00:22:32 main:574] : INFO : Epoch 1978 | loss: 0.0312049 | val_loss: 0.0312052 | Time: 2244.22 ms [2022-03-12 00:22:34 main:574] : INFO : Epoch 1979 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 2285.92 ms [2022-03-12 00:22:36 main:574] : INFO : Epoch 1980 | loss: 0.0312014 | val_loss: 0.0312019 | Time: 2233.17 ms [2022-03-12 00:22:38 main:574] : INFO : Epoch 1981 | loss: 0.0312026 | val_loss: 0.0312018 | Time: 2236.65 ms [2022-03-12 00:22:41 main:574] : INFO : Epoch 1982 | loss: 0.0312011 | val_loss: 0.0312048 | Time: 2197.24 ms [2022-03-12 00:22:43 main:574] : INFO : Epoch 1983 | loss: 0.0312022 | val_loss: 0.031208 | Time: 2218.6 ms [2022-03-12 00:22:45 main:574] : INFO : Epoch 1984 | loss: 0.0312021 | val_loss: 0.0312021 | Time: 2206.04 ms [2022-03-12 00:22:47 main:574] : INFO : Epoch 1985 | loss: 0.0311994 | val_loss: 0.0312014 | Time: 2275.96 ms [2022-03-12 00:22:50 main:574] : INFO : Epoch 1986 | loss: 0.0311996 | val_loss: 0.0312021 | Time: 2221.93 ms [2022-03-12 00:22:52 main:574] : INFO : Epoch 1987 | loss: 0.0311994 | val_loss: 0.0312009 | Time: 2209.09 ms [2022-03-12 00:22:54 main:574] : INFO : Epoch 1988 | loss: 0.0311986 | val_loss: 0.0312058 | Time: 2185.73 ms [2022-03-12 00:22:56 main:574] : INFO : Epoch 1989 | loss: 0.0312002 | val_loss: 0.0312024 | Time: 2276.18 ms [2022-03-12 00:22:58 main:574] : INFO : Epoch 1990 | loss: 0.0312004 | val_loss: 0.0312007 | Time: 2153.79 ms [2022-03-12 00:23:01 main:574] : INFO : Epoch 1991 | loss: 0.0311982 | val_loss: 0.0312029 | Time: 2168.12 ms [2022-03-12 00:23:03 main:574] : INFO : Epoch 1992 | loss: 0.0311988 | val_loss: 0.0312072 | Time: 2232.32 ms [2022-03-12 00:23:05 main:574] : INFO : Epoch 1993 | loss: 0.0312038 | val_loss: 0.0312194 | Time: 2228.77 ms [2022-03-12 00:23:07 main:574] : INFO : Epoch 1994 | loss: 0.0312081 | val_loss: 0.0312034 | Time: 2226.73 ms [2022-03-12 00:23:09 main:574] : INFO : Epoch 1995 | loss: 0.0311983 | val_loss: 0.0312008 | Time: 2199.14 ms [2022-03-12 00:23:12 main:574] : INFO : Epoch 1996 | loss: 0.0311976 | val_loss: 0.0311995 | Time: 2227.16 ms [2022-03-12 00:23:14 main:574] : INFO : Epoch 1997 | loss: 0.0311976 | val_loss: 0.0312004 | Time: 2230.82 ms [2022-03-12 00:23:16 main:574] : INFO : Epoch 1998 | loss: 0.0311976 | val_loss: 0.0312026 | Time: 2240.45 ms [2022-03-12 00:23:18 main:574] : INFO : Epoch 1999 | loss: 0.0311986 | val_loss: 0.0312005 | Time: 2294.73 ms [2022-03-12 00:23:21 main:574] : INFO : Epoch 2000 | loss: 0.031197 | val_loss: 0.0312004 | Time: 2239.89 ms [2022-03-12 00:23:23 main:574] : INFO : Epoch 2001 | loss: 0.031198 | val_loss: 0.0312014 | Time: 2237.05 ms [2022-03-12 00:23:25 main:574] : INFO : Epoch 2002 | loss: 0.0312006 | val_loss: 0.031201 | Time: 2194.49 ms [2022-03-12 00:23:27 main:574] : INFO : Epoch 2003 | loss: 0.0312025 | val_loss: 0.0312144 | Time: 2190.81 ms [2022-03-12 00:23:30 main:574] : INFO : Epoch 2004 | loss: 0.0312025 | val_loss: 0.0312007 | Time: 2223.11 ms [2022-03-12 00:23:32 main:574] : INFO : Epoch 2005 | loss: 0.0311996 | val_loss: 0.031201 | Time: 2234.31 ms [2022-03-12 00:23:34 main:574] : INFO : Epoch 2006 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 2215.26 ms [2022-03-12 00:23:36 main:574] : INFO : Epoch 2007 | loss: 0.0311955 | val_loss: 0.0312003 | Time: 2301.33 ms [2022-03-12 00:23:39 main:574] : INFO : Epoch 2008 | loss: 0.0311995 | val_loss: 0.0312023 | Time: 2276.59 ms [2022-03-12 00:23:41 main:574] : INFO : Epoch 2009 | loss: 0.0312005 | val_loss: 0.0312038 | Time: 2240.56 ms [2022-03-12 00:23:43 main:574] : INFO : Epoch 2010 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 2223.47 ms [2022-03-12 00:23:45 main:574] : INFO : Epoch 2011 | loss: 0.0311959 | val_loss: 0.031203 | Time: 2237.81 ms [2022-03-12 00:23:48 main:574] : INFO : Epoch 2012 | loss: 0.0311958 | val_loss: 0.0312008 | Time: 2174.71 ms [2022-03-12 00:23:50 main:574] : INFO : Epoch 2013 | loss: 0.0311953 | val_loss: 0.0312004 | Time: 2226.67 ms [2022-03-12 00:23:52 main:574] : INFO : Epoch 2014 | loss: 0.0311951 | val_loss: 0.0311992 | Time: 2193.94 ms [2022-03-12 00:23:54 main:574] : INFO : Epoch 2015 | loss: 0.0311999 | val_loss: 0.031203 | Time: 2248.1 ms [2022-03-12 00:23:56 main:574] : INFO : Epoch 2016 | loss: 0.0311961 | val_loss: 0.0311983 | Time: 2242.24 ms [2022-03-12 00:23:59 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0311988 | Time: 2215.76 ms [2022-03-12 00:24:01 main:574] : INFO : Epoch 2018 | loss: 0.031195 | val_loss: 0.0311985 | Time: 2216.06 ms [2022-03-12 00:24:03 main:574] : INFO : Epoch 2019 | loss: 0.0311949 | val_loss: 0.0311983 | Time: 2214.17 ms [2022-03-12 00:24:05 main:574] : INFO : Epoch 2020 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 2244.22 ms [2022-03-12 00:24:08 main:574] : INFO : Epoch 2021 | loss: 0.0311986 | val_loss: 0.0312004 | Time: 2241.89 ms [2022-03-12 00:24:10 main:574] : INFO : Epoch 2022 | loss: 0.0311976 | val_loss: 0.0312077 | Time: 2237.83 ms [2022-03-12 00:24:12 main:574] : INFO : Epoch 2023 | loss: 0.0311981 | val_loss: 0.0311992 | Time: 2244.3 ms [2022-03-12 00:24:14 main:574] : INFO : Epoch 2024 | loss: 0.0311957 | val_loss: 0.0311992 | Time: 2197.65 ms [2022-03-12 00:24:17 main:574] : INFO : Epoch 2025 | loss: 0.0311964 | val_loss: 0.0312019 | Time: 2273.29 ms [2022-03-12 00:24:19 main:574] : INFO : Epoch 2026 | loss: 0.0311957 | val_loss: 0.0311989 | Time: 2269.66 ms [2022-03-12 00:24:21 main:574] : INFO : Epoch 2027 | loss: 0.0311998 | val_loss: 0.0312016 | Time: 2167.35 ms [2022-03-12 00:24:23 main:574] : INFO : Epoch 2028 | loss: 0.0311965 | val_loss: 0.0312001 | Time: 2232.24 ms [2022-03-12 00:24:26 main:574] : INFO : Epoch 2029 | loss: 0.0311973 | val_loss: 0.0312025 | Time: 2216.12 ms [2022-03-12 00:24:28 main:574] : INFO : Epoch 2030 | loss: 0.0311977 | val_loss: 0.0311995 | Time: 2224.02 ms [2022-03-12 00:24:30 main:574] : INFO : Epoch 2031 | loss: 0.0311961 | val_loss: 0.0311991 | Time: 2193.82 ms [2022-03-12 00:24:32 main:574] : INFO : Epoch 2032 | loss: 0.031199 | val_loss: 0.0311999 | Time: 2210.44 ms [2022-03-12 00:24:35 main:574] : INFO : Epoch 2033 | loss: 0.0311991 | val_loss: 0.0312018 | Time: 2369.56 ms [2022-03-12 00:24:37 main:574] : INFO : Epoch 2034 | loss: 0.0311989 | val_loss: 0.0312016 | Time: 2198.92 ms [2022-03-12 00:24:39 main:574] : INFO : Epoch 2035 | loss: 0.0311992 | val_loss: 0.0312013 | Time: 2193.6 ms [2022-03-12 00:24:41 main:574] : INFO : Epoch 2036 | loss: 0.0311986 | val_loss: 0.0312009 | Time: 2227.21 ms [2022-03-12 00:24:43 main:574] : INFO : Epoch 2037 | loss: 0.0311981 | val_loss: 0.0311998 | Time: 2255.12 ms [2022-03-12 00:24:46 main:574] : INFO : Epoch 2038 | loss: 0.0311976 | val_loss: 0.0312049 | Time: 2220.49 ms [2022-03-12 00:24:48 main:574] : INFO : Epoch 2039 | loss: 0.0312 | val_loss: 0.0312014 | Time: 2211.1 ms [2022-03-12 00:24:50 main:574] : INFO : Epoch 2040 | loss: 0.0311969 | val_loss: 0.0312017 | Time: 2221.45 ms [2022-03-12 00:24:52 main:574] : INFO : Epoch 2041 | loss: 0.0311972 | val_loss: 0.0312006 | Time: 2257.48 ms [2022-03-12 00:24:55 main:574] : INFO : Epoch 2042 | loss: 0.0311984 | val_loss: 0.031201 | Time: 2263.6 ms [2022-03-12 00:24:57 main:574] : INFO : Epoch 2043 | loss: 0.0311967 | val_loss: 0.031203 | Time: 2190.47 ms [2022-03-12 00:24:59 main:574] : INFO : Epoch 2044 | loss: 0.031197 | val_loss: 0.0312031 | Time: 2218.32 ms [2022-03-12 00:25:01 main:574] : INFO : Epoch 2045 | loss: 0.0311968 | val_loss: 0.0312013 | Time: 2213.33 ms [2022-03-12 00:25:04 main:574] : INFO : Epoch 2046 | loss: 0.031196 | val_loss: 0.0312007 | Time: 2236.93 ms [2022-03-12 00:25:06 main:574] : INFO : Epoch 2047 | loss: 0.0311957 | val_loss: 0.0312007 | Time: 2216.97 ms [2022-03-12 00:25:08 main:574] : INFO : Epoch 2048 | loss: 0.0311976 | val_loss: 0.0312012 | Time: 2182.16 ms [2022-03-12 00:25:08 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312012 [2022-03-12 00:25:08 main:603] : INFO : Saving end state to config to file [2022-03-12 00:25:08 main:608] : INFO : Success, exiting.. 00:25:08 (54656): 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)