Task 14624272
| Name | ParityModified-1647044414-13514-3-0_1 |
| Workunit | 11574808 |
| Created | 18 Apr 2022, 22:13:33 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 19 Apr 2022, 4:27:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 14 min 36 sec |
| CPU time | 1 hours 14 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> ain:581] : INFO : Epoch 1538 | loss: 0.0311787 | val_loss: 0.0311809 | Time: 2156.45 ms [2022-04-19 05:08:37 main:581] : INFO : Epoch 1539 | loss: 0.0311788 | val_loss: 0.031183 | Time: 2147.27 ms [2022-04-19 05:08:39 main:581] : INFO : Epoch 1540 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 2139.81 ms [2022-04-19 05:08:42 main:581] : INFO : Epoch 1541 | loss: 0.0311796 | val_loss: 0.0311828 | Time: 2181.32 ms [2022-04-19 05:08:44 main:581] : INFO : Epoch 1542 | loss: 0.0311796 | val_loss: 0.0311802 | Time: 2150.32 ms [2022-04-19 05:08:46 main:581] : INFO : Epoch 1543 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 2142.05 ms [2022-04-19 05:08:48 main:581] : INFO : Epoch 1544 | loss: 0.0311788 | val_loss: 0.0311807 | Time: 2181.44 ms [2022-04-19 05:08:50 main:581] : INFO : Epoch 1545 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 2110.49 ms [2022-04-19 05:08:52 main:581] : INFO : Epoch 1546 | loss: 0.0311785 | val_loss: 0.0311832 | Time: 2122.11 ms [2022-04-19 05:08:55 main:581] : INFO : Epoch 1547 | loss: 0.0311791 | val_loss: 0.031181 | Time: 2146.62 ms [2022-04-19 05:08:57 main:581] : INFO : Epoch 1548 | loss: 0.0311784 | val_loss: 0.0311811 | Time: 2184.93 ms [2022-04-19 05:08:59 main:581] : INFO : Epoch 1549 | loss: 0.0311777 | val_loss: 0.0311821 | Time: 2150.6 ms [2022-04-19 05:09:01 main:581] : INFO : Epoch 1550 | loss: 0.0311803 | val_loss: 0.0311852 | Time: 2171.65 ms [2022-04-19 05:09:03 main:581] : INFO : Epoch 1551 | loss: 0.0311791 | val_loss: 0.031182 | Time: 2099.46 ms [2022-04-19 05:09:05 main:581] : INFO : Epoch 1552 | loss: 0.0311778 | val_loss: 0.031189 | Time: 2059.58 ms [2022-04-19 05:09:07 main:581] : INFO : Epoch 1553 | loss: 0.0311789 | val_loss: 0.0311823 | Time: 2094.13 ms [2022-04-19 05:09:09 main:581] : INFO : Epoch 1554 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 2038.69 ms [2022-04-19 05:09:11 main:581] : INFO : Epoch 1555 | loss: 0.0311784 | val_loss: 0.0311825 | Time: 2068.69 ms [2022-04-19 05:09:13 main:581] : INFO : Epoch 1556 | loss: 0.0311769 | val_loss: 0.0311845 | Time: 2071.12 ms [2022-04-19 05:09:16 main:581] : INFO : Epoch 1557 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 2094.41 ms [2022-04-19 05:09:18 main:581] : INFO : Epoch 1558 | loss: 0.0311773 | val_loss: 0.0311837 | Time: 2083.67 ms [2022-04-19 05:09:20 main:581] : INFO : Epoch 1559 | loss: 0.0311807 | val_loss: 0.0311945 | Time: 2046.14 ms [2022-04-19 05:09:22 main:581] : INFO : Epoch 1560 | loss: 0.0311934 | val_loss: 0.0312294 | Time: 2155.13 ms [2022-04-19 05:09:24 main:581] : INFO : Epoch 1561 | loss: 0.0333743 | val_loss: 0.0323966 | Time: 2087.71 ms [2022-04-19 05:09:26 main:581] : INFO : Epoch 1562 | loss: 0.0355036 | val_loss: 0.0327705 | Time: 2053.71 ms [2022-04-19 05:09:28 main:581] : INFO : Epoch 1563 | loss: 0.0319064 | val_loss: 0.0313347 | Time: 2091.13 ms [2022-04-19 05:09:30 main:581] : INFO : Epoch 1564 | loss: 0.0313255 | val_loss: 0.0312898 | Time: 2063.69 ms [2022-04-19 05:09:32 main:581] : INFO : Epoch 1565 | loss: 0.0312565 | val_loss: 0.0312361 | Time: 2056.74 ms [2022-04-19 05:09:34 main:581] : INFO : Epoch 1566 | loss: 0.0312329 | val_loss: 0.0312246 | Time: 2097.72 ms [2022-04-19 05:09:36 main:581] : INFO : Epoch 1567 | loss: 0.031221 | val_loss: 0.0312145 | Time: 2104.25 ms [2022-04-19 05:09:38 main:581] : INFO : Epoch 1568 | loss: 0.0312135 | val_loss: 0.031207 | Time: 2020.82 ms [2022-04-19 05:09:41 main:581] : INFO : Epoch 1569 | loss: 0.0312075 | val_loss: 0.0312022 | Time: 2091.05 ms [2022-04-19 05:09:43 main:581] : INFO : Epoch 1570 | loss: 0.0312047 | val_loss: 0.0312008 | Time: 2104.33 ms [2022-04-19 05:09:45 main:581] : INFO : Epoch 1571 | loss: 0.0312017 | val_loss: 0.0311986 | Time: 2098.18 ms [2022-04-19 05:09:47 main:581] : INFO : Epoch 1572 | loss: 0.031199 | val_loss: 0.0311964 | Time: 2102.49 ms [2022-04-19 05:09:49 main:581] : INFO : Epoch 1573 | loss: 0.0311968 | val_loss: 0.0311941 | Time: 2105.7 ms [2022-04-19 05:09:51 main:581] : INFO : Epoch 1574 | loss: 0.0311947 | val_loss: 0.0311932 | Time: 2104.03 ms [2022-04-19 05:09:53 main:581] : INFO : Epoch 1575 | loss: 0.0311932 | val_loss: 0.0311898 | Time: 2069.66 ms [2022-04-19 05:09:55 main:581] : INFO : Epoch 1576 | loss: 0.0311915 | val_loss: 0.0311893 | Time: 2056.04 ms [2022-04-19 05:09:57 main:581] : INFO : Epoch 1577 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 2109.23 ms [2022-04-19 05:09:59 main:581] : INFO : Epoch 1578 | loss: 0.0311896 | val_loss: 0.0311875 | Time: 2072.13 ms [2022-04-19 05:10:01 main:581] : INFO : Epoch 1579 | loss: 0.0311886 | val_loss: 0.0311857 | Time: 2060.91 ms [2022-04-19 05:10:03 main:581] : INFO : Epoch 1580 | loss: 0.0311877 | val_loss: 0.0311862 | Time: 2103.73 ms [2022-04-19 05:10:06 main:581] : INFO : Epoch 1581 | loss: 0.0311877 | val_loss: 0.0311853 | Time: 2162.97 ms [2022-04-19 05:10:08 main:581] : INFO : Epoch 1582 | loss: 0.0311871 | val_loss: 0.0311844 | Time: 2126.08 ms [2022-04-19 05:10:10 main:581] : INFO : Epoch 1583 | loss: 0.0311875 | val_loss: 0.0311866 | Time: 2168.24 ms [2022-04-19 05:10:12 main:581] : INFO : Epoch 1584 | loss: 0.0311864 | val_loss: 0.0311839 | Time: 2142.9 ms [2022-04-19 05:10:14 main:581] : INFO : Epoch 1585 | loss: 0.0311841 | val_loss: 0.0311843 | Time: 2159.78 ms [2022-04-19 05:10:16 main:581] : INFO : Epoch 1586 | loss: 0.0311843 | val_loss: 0.0311835 | Time: 2120.44 ms [2022-04-19 05:10:18 main:581] : INFO : Epoch 1587 | loss: 0.031184 | val_loss: 0.0311843 | Time: 2118.92 ms [2022-04-19 05:10:21 main:581] : INFO : Epoch 1588 | loss: 0.0311849 | val_loss: 0.0311829 | Time: 2175.41 ms [2022-04-19 05:10:23 main:581] : INFO : Epoch 1589 | loss: 0.0311836 | val_loss: 0.0311822 | Time: 2124.83 ms [2022-04-19 05:10:25 main:581] : INFO : Epoch 1590 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 2176.68 ms [2022-04-19 05:10:27 main:581] : INFO : Epoch 1591 | loss: 0.0311822 | val_loss: 0.0311817 | Time: 2136.62 ms [2022-04-19 05:10:29 main:581] : INFO : Epoch 1592 | loss: 0.0311826 | val_loss: 0.0311817 | Time: 2161.37 ms [2022-04-19 05:10:31 main:581] : INFO : Epoch 1593 | loss: 0.0311824 | val_loss: 0.0311823 | Time: 2173.57 ms [2022-04-19 05:10:34 main:581] : INFO : Epoch 1594 | loss: 0.0311817 | val_loss: 0.0311807 | Time: 2201.93 ms [2022-04-19 05:10:36 main:581] : INFO : Epoch 1595 | loss: 0.0311815 | val_loss: 0.0311815 | Time: 2135.81 ms [2022-04-19 05:10:38 main:581] : INFO : Epoch 1596 | loss: 0.0311813 | val_loss: 0.0311808 | Time: 2146.26 ms [2022-04-19 05:10:40 main:581] : INFO : Epoch 1597 | loss: 0.0311808 | val_loss: 0.0311831 | Time: 2184.78 ms [2022-04-19 05:10:42 main:581] : INFO : Epoch 1598 | loss: 0.0311811 | val_loss: 0.0311816 | Time: 2147.04 ms [2022-04-19 05:10:44 main:581] : INFO : Epoch 1599 | loss: 0.0311812 | val_loss: 0.0311804 | Time: 2132.05 ms [2022-04-19 05:10:47 main:581] : INFO : Epoch 1600 | loss: 0.0311803 | val_loss: 0.0311803 | Time: 2159.99 ms [2022-04-19 05:10:49 main:581] : INFO : Epoch 1601 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 2195.58 ms [2022-04-19 05:10:51 main:581] : INFO : Epoch 1602 | loss: 0.0311801 | val_loss: 0.0311805 | Time: 2179.89 ms [2022-04-19 05:10:53 main:581] : INFO : Epoch 1603 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2197.59 ms [2022-04-19 05:10:55 main:581] : INFO : Epoch 1604 | loss: 0.0311809 | val_loss: 0.0311827 | Time: 2169.58 ms [2022-04-19 05:10:57 main:581] : INFO : Epoch 1605 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2134 ms [2022-04-19 05:11:00 main:581] : INFO : Epoch 1606 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 2161.08 ms [2022-04-19 05:11:02 main:581] : INFO : Epoch 1607 | loss: 0.03118 | val_loss: 0.0311791 | Time: 2176.62 ms [2022-04-19 05:11:04 main:581] : INFO : Epoch 1608 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 2127.72 ms [2022-04-19 05:11:06 main:581] : INFO : Epoch 1609 | loss: 0.0311802 | val_loss: 0.031181 | Time: 2135.39 ms [2022-04-19 05:11:08 main:581] : INFO : Epoch 1610 | loss: 0.0311802 | val_loss: 0.0311803 | Time: 2137.55 ms [2022-04-19 05:11:10 main:581] : INFO : Epoch 1611 | loss: 0.0311793 | val_loss: 0.0311796 | Time: 2157.99 ms [2022-04-19 05:11:13 main:581] : INFO : Epoch 1612 | loss: 0.0311786 | val_loss: 0.0311795 | Time: 2169.69 ms [2022-04-19 05:11:15 main:581] : INFO : Epoch 1613 | loss: 0.0311785 | val_loss: 0.0311791 | Time: 2191.6 ms [2022-04-19 05:11:17 main:581] : INFO : Epoch 1614 | loss: 0.0311784 | val_loss: 0.0311793 | Time: 2166.75 ms [2022-04-19 05:11:19 main:581] : INFO : Epoch 1615 | loss: 0.0311789 | val_loss: 0.0311792 | Time: 2172.25 ms [2022-04-19 05:11:21 main:581] : INFO : Epoch 1616 | loss: 0.031179 | val_loss: 0.0311797 | Time: 2148.84 ms [2022-04-19 05:11:23 main:581] : INFO : Epoch 1617 | loss: 0.0311795 | val_loss: 0.0311796 | Time: 2160.75 ms [2022-04-19 05:11:26 main:581] : INFO : Epoch 1618 | loss: 0.0311796 | val_loss: 0.0311791 | Time: 2183.96 ms [2022-04-19 05:11:28 main:581] : INFO : Epoch 1619 | loss: 0.0311793 | val_loss: 0.0311789 | Time: 2147.6 ms [2022-04-19 05:11:30 main:581] : INFO : Epoch 1620 | loss: 0.0311792 | val_loss: 0.0311782 | Time: 2160.28 ms [2022-04-19 05:11:32 main:581] : INFO : Epoch 1621 | loss: 0.0311791 | val_loss: 0.0311795 | Time: 2213.45 ms [2022-04-19 05:11:34 main:581] : INFO : Epoch 1622 | loss: 0.0311789 | val_loss: 0.031179 | Time: 2214.26 ms [2022-04-19 05:11:36 main:581] : INFO : Epoch 1623 | loss: 0.0311788 | val_loss: 0.0311791 | Time: 2100.94 ms [2022-04-19 05:11:39 main:581] : INFO : Epoch 1624 | loss: 0.0311797 | val_loss: 0.0311792 | Time: 2171.06 ms [2022-04-19 05:11:41 main:581] : INFO : Epoch 1625 | loss: 0.0311827 | val_loss: 0.0311804 | Time: 2197.57 ms [2022-04-19 05:11:43 main:581] : INFO : Epoch 1626 | loss: 0.03118 | val_loss: 0.0311791 | Time: 2128.16 ms [2022-04-19 05:11:45 main:581] : INFO : Epoch 1627 | loss: 0.0311803 | val_loss: 0.0311785 | Time: 2173.06 ms [2022-04-19 05:11:47 main:581] : INFO : Epoch 1628 | loss: 0.0311819 | val_loss: 0.0311821 | Time: 2124.67 ms [2022-04-19 05:11:49 main:581] : INFO : Epoch 1629 | loss: 0.0311801 | val_loss: 0.0311785 | Time: 2126.58 ms [2022-04-19 05:11:51 main:581] : INFO : Epoch 1630 | loss: 0.0311793 | val_loss: 0.0311776 | Time: 2101.48 ms [2022-04-19 05:11:54 main:581] : INFO : Epoch 1631 | loss: 0.0311791 | val_loss: 0.031177 | Time: 2144.89 ms [2022-04-19 05:11:56 main:581] : INFO : Epoch 1632 | loss: 0.0311792 | val_loss: 0.0311774 | Time: 2115.85 ms [2022-04-19 05:11:58 main:581] : INFO : Epoch 1633 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 2145.8 ms [2022-04-19 05:12:00 main:581] : INFO : Epoch 1634 | loss: 0.0311787 | val_loss: 0.031177 | Time: 2203.97 ms [2022-04-19 05:12:02 main:581] : INFO : Epoch 1635 | loss: 0.0311781 | val_loss: 0.0311779 | Time: 2194.49 ms [2022-04-19 05:12:04 main:581] : INFO : Epoch 1636 | loss: 0.0311785 | val_loss: 0.0311799 | Time: 2187.57 ms [2022-04-19 05:12:07 main:581] : INFO : Epoch 1637 | loss: 0.0311784 | val_loss: 0.0311769 | Time: 2144.25 ms [2022-04-19 05:12:09 main:581] : INFO : Epoch 1638 | loss: 0.0311768 | val_loss: 0.0311776 | Time: 2128.83 ms [2022-04-19 05:12:11 main:581] : INFO : Epoch 1639 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 2189 ms [2022-04-19 05:12:13 main:581] : INFO : Epoch 1640 | loss: 0.0311779 | val_loss: 0.0311772 | Time: 2118.56 ms [2022-04-19 05:12:15 main:581] : INFO : Epoch 1641 | loss: 0.0311767 | val_loss: 0.0311763 | Time: 2151.99 ms [2022-04-19 05:12:17 main:581] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.0311801 | Time: 2150.28 ms [2022-04-19 05:12:19 main:581] : INFO : Epoch 1643 | loss: 0.0311775 | val_loss: 0.0311766 | Time: 2133.69 ms [2022-04-19 05:12:22 main:581] : INFO : Epoch 1644 | loss: 0.0311773 | val_loss: 0.0311778 | Time: 2147.62 ms [2022-04-19 05:12:24 main:581] : INFO : Epoch 1645 | loss: 0.0311778 | val_loss: 0.0311823 | Time: 2156.4 ms [2022-04-19 05:12:26 main:581] : INFO : Epoch 1646 | loss: 0.0311791 | val_loss: 0.0311817 | Time: 2147.59 ms [2022-04-19 05:12:28 main:581] : INFO : Epoch 1647 | loss: 0.0311784 | val_loss: 0.0311762 | Time: 2166.77 ms [2022-04-19 05:12:30 main:581] : INFO : Epoch 1648 | loss: 0.0311759 | val_loss: 0.031175 | Time: 2143.2 ms [2022-04-19 05:12:32 main:581] : INFO : Epoch 1649 | loss: 0.0311763 | val_loss: 0.0311764 | Time: 2165.86 ms [2022-04-19 05:12:34 main:581] : INFO : Epoch 1650 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 2140.58 ms [2022-04-19 05:12:37 main:581] : INFO : Epoch 1651 | loss: 0.0311765 | val_loss: 0.0311783 | Time: 2135.92 ms [2022-04-19 05:12:39 main:581] : INFO : Epoch 1652 | loss: 0.0311777 | val_loss: 0.0311768 | Time: 2145.01 ms [2022-04-19 05:12:41 main:581] : INFO : Epoch 1653 | loss: 0.0311764 | val_loss: 0.0311759 | Time: 2162.05 ms [2022-04-19 05:12:43 main:581] : INFO : Epoch 1654 | loss: 0.0311769 | val_loss: 0.0311759 | Time: 2154.06 ms [2022-04-19 05:12:45 main:581] : INFO : Epoch 1655 | loss: 0.0311777 | val_loss: 0.0311769 | Time: 2144.79 ms [2022-04-19 05:12:47 main:581] : INFO : Epoch 1656 | loss: 0.0311759 | val_loss: 0.0311764 | Time: 2091.87 ms [2022-04-19 05:12:49 main:581] : INFO : Epoch 1657 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 2104.1 ms [2022-04-19 05:12:52 main:581] : INFO : Epoch 1658 | loss: 0.0311764 | val_loss: 0.031177 | Time: 2116.52 ms [2022-04-19 05:12:54 main:581] : INFO : Epoch 1659 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 2151.96 ms [2022-04-19 05:12:56 main:581] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311753 | Time: 2188.22 ms [2022-04-19 05:12:58 main:581] : INFO : Epoch 1661 | loss: 0.0311744 | val_loss: 0.0311756 | Time: 2168.19 ms [2022-04-19 05:13:00 main:581] : INFO : Epoch 1662 | loss: 0.031174 | val_loss: 0.031176 | Time: 2161.69 ms [2022-04-19 05:13:02 main:581] : INFO : Epoch 1663 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 2165.35 ms [2022-04-19 05:13:05 main:581] : INFO : Epoch 1664 | loss: 0.0311757 | val_loss: 0.0311769 | Time: 2187.59 ms [2022-04-19 05:13:07 main:581] : INFO : Epoch 1665 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 2154.95 ms [2022-04-19 05:13:09 main:581] : INFO : Epoch 1666 | loss: 0.0311745 | val_loss: 0.031176 | Time: 2165.03 ms [2022-04-19 05:13:11 main:581] : INFO : Epoch 1667 | loss: 0.0311743 | val_loss: 0.0311746 | Time: 2158.87 ms [2022-04-19 05:13:13 main:581] : INFO : Epoch 1668 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 2136.67 ms [2022-04-19 05:13:15 main:581] : INFO : Epoch 1669 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 2155.93 ms [2022-04-19 05:13:17 main:581] : INFO : Epoch 1670 | loss: 0.0311752 | val_loss: 0.0311741 | Time: 2151.13 ms [2022-04-19 05:13:20 main:581] : INFO : Epoch 1671 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 2156.57 ms [2022-04-19 05:13:22 main:581] : INFO : Epoch 1672 | loss: 0.0311746 | val_loss: 0.0311748 | Time: 2162.35 ms [2022-04-19 05:13:24 main:581] : INFO : Epoch 1673 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 2123.78 ms [2022-04-19 05:13:26 main:581] : INFO : Epoch 1674 | loss: 0.0311761 | val_loss: 0.0311749 | Time: 2155.74 ms [2022-04-19 05:13:28 main:581] : INFO : Epoch 1675 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 2138.67 ms [2022-04-19 05:13:30 main:581] : INFO : Epoch 1676 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 2119.58 ms [2022-04-19 05:13:33 main:581] : INFO : Epoch 1677 | loss: 0.0311741 | val_loss: 0.0311741 | Time: 2172.43 ms [2022-04-19 05:13:35 main:581] : INFO : Epoch 1678 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 2173.79 ms [2022-04-19 05:13:37 main:581] : INFO : Epoch 1679 | loss: 0.0311738 | val_loss: 0.0311755 | Time: 2129.22 ms [2022-04-19 05:13:39 main:581] : INFO : Epoch 1680 | loss: 0.0311733 | val_loss: 0.0311747 | Time: 2118.11 ms [2022-04-19 05:13:41 main:581] : INFO : Epoch 1681 | loss: 0.0311755 | val_loss: 0.0311752 | Time: 2169.74 ms [2022-04-19 05:13:43 main:581] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311752 | Time: 2120.75 ms [2022-04-19 05:13:45 main:581] : INFO : Epoch 1683 | loss: 0.0311771 | val_loss: 0.0311746 | Time: 2159.93 ms [2022-04-19 05:13:48 main:581] : INFO : Epoch 1684 | loss: 0.0311765 | val_loss: 0.0311758 | Time: 2160.85 ms [2022-04-19 05:13:50 main:581] : INFO : Epoch 1685 | loss: 0.0311772 | val_loss: 0.0311747 | Time: 2173.31 ms [2022-04-19 05:13:52 main:581] : INFO : Epoch 1686 | loss: 0.0311761 | val_loss: 0.0311754 | Time: 2162.54 ms [2022-04-19 05:13:54 main:581] : INFO : Epoch 1687 | loss: 0.0311782 | val_loss: 0.0311748 | Time: 2157.42 ms [2022-04-19 05:13:56 main:581] : INFO : Epoch 1688 | loss: 0.0311765 | val_loss: 0.0311758 | Time: 2152.95 ms [2022-04-19 05:13:58 main:581] : INFO : Epoch 1689 | loss: 0.0311768 | val_loss: 0.03118 | Time: 2077.76 ms [2022-04-19 05:14:00 main:581] : INFO : Epoch 1690 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 2175.9 ms [2022-04-19 05:14:03 main:581] : INFO : Epoch 1691 | loss: 0.031177 | val_loss: 0.0311759 | Time: 2174.83 ms [2022-04-19 05:14:05 main:581] : INFO : Epoch 1692 | loss: 0.031178 | val_loss: 0.0311767 | Time: 2197.97 ms [2022-04-19 05:14:07 main:581] : INFO : Epoch 1693 | loss: 0.0311771 | val_loss: 0.0311798 | Time: 2175.3 ms [2022-04-19 05:14:09 main:581] : INFO : Epoch 1694 | loss: 0.0311752 | val_loss: 0.0311732 | Time: 2163.71 ms [2022-04-19 05:14:11 main:581] : INFO : Epoch 1695 | loss: 0.0311736 | val_loss: 0.031173 | Time: 2133.9 ms [2022-04-19 05:14:13 main:581] : INFO : Epoch 1696 | loss: 0.0311737 | val_loss: 0.0311736 | Time: 2134.16 ms [2022-04-19 05:14:16 main:581] : INFO : Epoch 1697 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 2134.8 ms [2022-04-19 05:14:18 main:581] : INFO : Epoch 1698 | loss: 0.031174 | val_loss: 0.0311732 | Time: 2196.12 ms [2022-04-19 05:14:20 main:581] : INFO : Epoch 1699 | loss: 0.0311736 | val_loss: 0.0311725 | Time: 2174.68 ms [2022-04-19 05:14:22 main:581] : INFO : Epoch 1700 | loss: 0.0311738 | val_loss: 0.0311744 | Time: 2168.8 ms [2022-04-19 05:14:24 main:581] : INFO : Epoch 1701 | loss: 0.0311729 | val_loss: 0.0311721 | Time: 2138.93 ms [2022-04-19 05:14:26 main:581] : INFO : Epoch 1702 | loss: 0.0311734 | val_loss: 0.0311727 | Time: 2162.82 ms [2022-04-19 05:14:29 main:581] : INFO : Epoch 1703 | loss: 0.0311736 | val_loss: 0.0311731 | Time: 2131.44 ms [2022-04-19 05:14:31 main:581] : INFO : Epoch 1704 | loss: 0.031175 | val_loss: 0.0311747 | Time: 2170.95 ms [2022-04-19 05:14:33 main:581] : INFO : Epoch 1705 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2171.66 ms [2022-04-19 05:14:35 main:581] : INFO : Epoch 1706 | loss: 0.031174 | val_loss: 0.0311742 | Time: 2159.75 ms [2022-04-19 05:14:37 main:581] : INFO : Epoch 1707 | loss: 0.0311748 | val_loss: 0.031174 | Time: 2162.56 ms [2022-04-19 05:14:39 main:581] : INFO : Epoch 1708 | loss: 0.0311735 | val_loss: 0.0311732 | Time: 2179.92 ms [2022-04-19 05:14:42 main:581] : INFO : Epoch 1709 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 2151.53 ms [2022-04-19 05:14:44 main:581] : INFO : Epoch 1710 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 2166.22 ms [2022-04-19 05:14:46 main:581] : INFO : Epoch 1711 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 2164.58 ms [2022-04-19 05:14:48 main:581] : INFO : Epoch 1712 | loss: 0.0311748 | val_loss: 0.0311739 | Time: 2153.27 ms [2022-04-19 05:14:50 main:581] : INFO : Epoch 1713 | loss: 0.0311735 | val_loss: 0.0311737 | Time: 2178.91 ms [2022-04-19 05:14:52 main:581] : INFO : Epoch 1714 | loss: 0.031173 | val_loss: 0.0311743 | Time: 2134.07 ms [2022-04-19 05:14:54 main:581] : INFO : Epoch 1715 | loss: 0.0311731 | val_loss: 0.0311727 | Time: 2154.31 ms [2022-04-19 05:14:57 main:581] : INFO : Epoch 1716 | loss: 0.0311733 | val_loss: 0.0311738 | Time: 2161.78 ms [2022-04-19 05:14:59 main:581] : INFO : Epoch 1717 | loss: 0.0311735 | val_loss: 0.0311745 | Time: 2151.01 ms [2022-04-19 05:15:01 main:581] : INFO : Epoch 1718 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 2179.78 ms [2022-04-19 05:15:03 main:581] : INFO : Epoch 1719 | loss: 0.0311733 | val_loss: 0.0311741 | Time: 2137.5 ms [2022-04-19 05:15:05 main:581] : INFO : Epoch 1720 | loss: 0.0311733 | val_loss: 0.0311748 | Time: 2135.11 ms [2022-04-19 05:15:07 main:581] : INFO : Epoch 1721 | loss: 0.0311726 | val_loss: 0.0311727 | Time: 2059.28 ms [2022-04-19 05:15:09 main:581] : INFO : Epoch 1722 | loss: 0.0311721 | val_loss: 0.0311727 | Time: 2079.73 ms [2022-04-19 05:15:11 main:581] : INFO : Epoch 1723 | loss: 0.0311718 | val_loss: 0.0311732 | Time: 2078.15 ms [2022-04-19 05:15:14 main:581] : INFO : Epoch 1724 | loss: 0.0311733 | val_loss: 0.0311742 | Time: 2067.45 ms [2022-04-19 05:15:16 main:581] : INFO : Epoch 1725 | loss: 0.0311729 | val_loss: 0.0311759 | Time: 2056.22 ms [2022-04-19 05:15:18 main:581] : INFO : Epoch 1726 | loss: 0.0311745 | val_loss: 0.0311786 | Time: 2066.3 ms [2022-04-19 05:15:20 main:581] : INFO : Epoch 1727 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2081.1 ms [2022-04-19 05:15:22 main:581] : INFO : Epoch 1728 | loss: 0.0311747 | val_loss: 0.0311722 | Time: 2127.53 ms [2022-04-19 05:15:24 main:581] : INFO : Epoch 1729 | loss: 0.0311737 | val_loss: 0.0311744 | Time: 2051.91 ms [2022-04-19 05:15:26 main:581] : INFO : Epoch 1730 | loss: 0.0311741 | val_loss: 0.0311747 | Time: 2065.98 ms [2022-04-19 05:15:28 main:581] : INFO : Epoch 1731 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 2093.4 ms [2022-04-19 05:15:30 main:581] : INFO : Epoch 1732 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2139.66 ms [2022-04-19 05:15:32 main:581] : INFO : Epoch 1733 | loss: 0.0311761 | val_loss: 0.0311779 | Time: 2147.5 ms [2022-04-19 05:15:35 main:581] : INFO : Epoch 1734 | loss: 0.0311764 | val_loss: 0.031174 | Time: 2213.37 ms [2022-04-19 05:15:37 main:581] : INFO : Epoch 1735 | loss: 0.0311751 | val_loss: 0.0311752 | Time: 2184.6 ms [2022-04-19 05:15:39 main:581] : INFO : Epoch 1736 | loss: 0.0311764 | val_loss: 0.0311803 | Time: 2209.92 ms [2022-04-19 05:15:41 main:581] : INFO : Epoch 1737 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 2210.86 ms [2022-04-19 05:15:43 main:581] : INFO : Epoch 1738 | loss: 0.0311791 | val_loss: 0.0311824 | Time: 2154.14 ms [2022-04-19 05:15:46 main:581] : INFO : Epoch 1739 | loss: 0.0311772 | val_loss: 0.0311823 | Time: 2158.67 ms [2022-04-19 05:15:48 main:581] : INFO : Epoch 1740 | loss: 0.0311749 | val_loss: 0.0311759 | Time: 2151.78 ms [2022-04-19 05:15:50 main:581] : INFO : Epoch 1741 | loss: 0.0311747 | val_loss: 0.0311806 | Time: 2178.05 ms [2022-04-19 05:15:52 main:581] : INFO : Epoch 1742 | loss: 0.0311771 | val_loss: 0.0311801 | Time: 2185.13 ms [2022-04-19 05:15:54 main:581] : INFO : Epoch 1743 | loss: 0.031177 | val_loss: 0.0311764 | Time: 2208.29 ms [2022-04-19 05:15:56 main:581] : INFO : Epoch 1744 | loss: 0.0311742 | val_loss: 0.0311728 | Time: 2149.87 ms [2022-04-19 05:15:59 main:581] : INFO : Epoch 1745 | loss: 0.0311736 | val_loss: 0.031176 | Time: 2133.3 ms [2022-04-19 05:16:01 main:581] : INFO : Epoch 1746 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2153.48 ms [2022-04-19 05:16:03 main:581] : INFO : Epoch 1747 | loss: 0.0311737 | val_loss: 0.0311745 | Time: 2159.9 ms [2022-04-19 05:16:05 main:581] : INFO : Epoch 1748 | loss: 0.0311728 | val_loss: 0.0311747 | Time: 2191.81 ms [2022-04-19 05:16:07 main:581] : INFO : Epoch 1749 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 2161.13 ms [2022-04-19 05:16:09 main:581] : INFO : Epoch 1750 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2164.8 ms [2022-04-19 05:16:11 main:581] : INFO : Epoch 1751 | loss: 0.0311746 | val_loss: 0.0311808 | Time: 2127.61 ms [2022-04-19 05:16:14 main:581] : INFO : Epoch 1752 | loss: 0.0311741 | val_loss: 0.031175 | Time: 2162.68 ms [2022-04-19 05:16:16 main:581] : INFO : Epoch 1753 | loss: 0.0311726 | val_loss: 0.0311743 | Time: 2144.07 ms [2022-04-19 05:16:18 main:581] : INFO : Epoch 1754 | loss: 0.0311737 | val_loss: 0.0311784 | Time: 2067.54 ms [2022-04-19 05:16:20 main:581] : INFO : Epoch 1755 | loss: 0.0311749 | val_loss: 0.0311746 | Time: 2102.27 ms [2022-04-19 05:16:22 main:581] : INFO : Epoch 1756 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 2084.63 ms [2022-04-19 05:16:24 main:581] : INFO : Epoch 1757 | loss: 0.0311741 | val_loss: 0.0311771 | Time: 2130.61 ms [2022-04-19 05:16:26 main:581] : INFO : Epoch 1758 | loss: 0.0311735 | val_loss: 0.0311773 | Time: 2115.23 ms [2022-04-19 05:16:28 main:581] : INFO : Epoch 1759 | loss: 0.031175 | val_loss: 0.0311766 | Time: 2118.01 ms [2022-04-19 05:16:31 main:581] : INFO : Epoch 1760 | loss: 0.0311765 | val_loss: 0.0311738 | Time: 2113.67 ms [2022-04-19 05:16:33 main:581] : INFO : Epoch 1761 | loss: 0.031174 | val_loss: 0.0311748 | Time: 2088.37 ms [2022-04-19 05:16:35 main:581] : INFO : Epoch 1762 | loss: 0.0311742 | val_loss: 0.0311757 | Time: 2089.46 ms [2022-04-19 05:16:37 main:581] : INFO : Epoch 1763 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 2122.88 ms [2022-04-19 05:16:39 main:581] : INFO : Epoch 1764 | loss: 0.0311753 | val_loss: 0.0311766 | Time: 2123.04 ms [2022-04-19 05:16:41 main:581] : INFO : Epoch 1765 | loss: 0.0311749 | val_loss: 0.031175 | Time: 2132.18 ms [2022-04-19 05:16:43 main:581] : INFO : Epoch 1766 | loss: 0.0311744 | val_loss: 0.0311766 | Time: 2146.32 ms [2022-04-19 05:16:45 main:581] : INFO : Epoch 1767 | loss: 0.031176 | val_loss: 0.0311758 | Time: 2098.64 ms [2022-04-19 05:16:47 main:581] : INFO : Epoch 1768 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 2102.31 ms [2022-04-19 05:16:50 main:581] : INFO : Epoch 1769 | loss: 0.0311723 | val_loss: 0.0311744 | Time: 2082.65 ms [2022-04-19 05:16:52 main:581] : INFO : Epoch 1770 | loss: 0.0311734 | val_loss: 0.031179 | Time: 2078.98 ms [2022-04-19 05:16:54 main:581] : INFO : Epoch 1771 | loss: 0.0311754 | val_loss: 0.0311753 | Time: 2127.39 ms [2022-04-19 05:16:56 main:581] : INFO : Epoch 1772 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 2103.87 ms [2022-04-19 05:16:58 main:581] : INFO : Epoch 1773 | loss: 0.0311742 | val_loss: 0.0311781 | Time: 2113.53 ms [2022-04-19 05:17:00 main:581] : INFO : Epoch 1774 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 2169.97 ms [2022-04-19 05:17:02 main:581] : INFO : Epoch 1775 | loss: 0.0311731 | val_loss: 0.0311761 | Time: 2105.83 ms [2022-04-19 05:17:04 main:581] : INFO : Epoch 1776 | loss: 0.0311738 | val_loss: 0.0311789 | Time: 2134.03 ms [2022-04-19 05:17:06 main:581] : INFO : Epoch 1777 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2076.13 ms [2022-04-19 05:17:09 main:581] : INFO : Epoch 1778 | loss: 0.0311722 | val_loss: 0.031175 | Time: 2111.24 ms [2022-04-19 05:17:11 main:581] : INFO : Epoch 1779 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 2124.51 ms [2022-04-19 05:17:13 main:581] : INFO : Epoch 1780 | loss: 0.0311729 | val_loss: 0.0311794 | Time: 2130.89 ms [2022-04-19 05:17:15 main:581] : INFO : Epoch 1781 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 2181.57 ms [2022-04-19 05:17:17 main:581] : INFO : Epoch 1782 | loss: 0.0311754 | val_loss: 0.0311769 | Time: 2172.49 ms [2022-04-19 05:17:19 main:581] : INFO : Epoch 1783 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 2171.14 ms [2022-04-19 05:17:21 main:581] : INFO : Epoch 1784 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 2151.59 ms [2022-04-19 05:17:24 main:581] : INFO : Epoch 1785 | loss: 0.0311714 | val_loss: 0.0311779 | Time: 2146.96 ms [2022-04-19 05:17:26 main:581] : INFO : Epoch 1786 | loss: 0.0311761 | val_loss: 0.0311757 | Time: 2175.34 ms [2022-04-19 05:17:28 main:581] : INFO : Epoch 1787 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 2185.8 ms [2022-04-19 05:17:30 main:581] : INFO : Epoch 1788 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 2180.82 ms [2022-04-19 05:17:32 main:581] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311762 | Time: 2153.18 ms [2022-04-19 05:17:34 main:581] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 2160.03 ms [2022-04-19 05:17:37 main:581] : INFO : Epoch 1791 | loss: 0.0311733 | val_loss: 0.0311783 | Time: 2165.06 ms [2022-04-19 05:17:39 main:581] : INFO : Epoch 1792 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 2166.43 ms [2022-04-19 05:17:41 main:581] : INFO : Epoch 1793 | loss: 0.0311718 | val_loss: 0.0311772 | Time: 2175.35 ms [2022-04-19 05:17:43 main:581] : INFO : Epoch 1794 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2114.69 ms [2022-04-19 05:17:45 main:581] : INFO : Epoch 1795 | loss: 0.0311721 | val_loss: 0.0311744 | Time: 2165.87 ms [2022-04-19 05:17:47 main:581] : INFO : Epoch 1796 | loss: 0.0311732 | val_loss: 0.0311741 | Time: 2145.27 ms [2022-04-19 05:17:50 main:581] : INFO : Epoch 1797 | loss: 0.0311733 | val_loss: 0.0311743 | Time: 2175.43 ms [2022-04-19 05:17:52 main:581] : INFO : Epoch 1798 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 2176.89 ms [2022-04-19 05:17:54 main:581] : INFO : Epoch 1799 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 2177.37 ms [2022-04-19 05:17:56 main:581] : INFO : Epoch 1800 | loss: 0.031174 | val_loss: 0.0311756 | Time: 2226.39 ms [2022-04-19 05:17:58 main:581] : INFO : Epoch 1801 | loss: 0.031172 | val_loss: 0.0311751 | Time: 2218.74 ms [2022-04-19 05:18:01 main:581] : INFO : Epoch 1802 | loss: 0.0311717 | val_loss: 0.031175 | Time: 2215.86 ms [2022-04-19 05:18:03 main:581] : INFO : Epoch 1803 | loss: 0.0311714 | val_loss: 0.031177 | Time: 2239.22 ms [2022-04-19 05:18:05 main:581] : INFO : Epoch 1804 | loss: 0.0311749 | val_loss: 0.0311746 | Time: 2224.17 ms [2022-04-19 05:18:07 main:581] : INFO : Epoch 1805 | loss: 0.0311729 | val_loss: 0.0311744 | Time: 2226.35 ms [2022-04-19 05:18:10 main:581] : INFO : Epoch 1806 | loss: 0.0311714 | val_loss: 0.0311799 | Time: 2217.51 ms [2022-04-19 05:18:12 main:581] : INFO : Epoch 1807 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 2216.38 ms [2022-04-19 05:18:14 main:581] : INFO : Epoch 1808 | loss: 0.031177 | val_loss: 0.0311807 | Time: 2228.37 ms [2022-04-19 05:18:16 main:581] : INFO : Epoch 1809 | loss: 0.0311782 | val_loss: 0.031184 | Time: 2242.83 ms [2022-04-19 05:18:18 main:581] : INFO : Epoch 1810 | loss: 0.031175 | val_loss: 0.0311796 | Time: 2201.38 ms [2022-04-19 05:18:21 main:581] : INFO : Epoch 1811 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 2217.72 ms [2022-04-19 05:18:23 main:581] : INFO : Epoch 1812 | loss: 0.0311712 | val_loss: 0.031176 | Time: 2226.84 ms [2022-04-19 05:18:25 main:581] : INFO : Epoch 1813 | loss: 0.0311738 | val_loss: 0.0311814 | Time: 2236.03 ms [2022-04-19 05:18:27 main:581] : INFO : Epoch 1814 | loss: 0.0311728 | val_loss: 0.0311756 | Time: 2217.15 ms [2022-04-19 05:18:30 main:581] : INFO : Epoch 1815 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2220.55 ms [2022-04-19 05:18:32 main:581] : INFO : Epoch 1816 | loss: 0.0311751 | val_loss: 0.031177 | Time: 2235.44 ms [2022-04-19 05:18:34 main:581] : INFO : Epoch 1817 | loss: 0.0311734 | val_loss: 0.0311763 | Time: 2238.41 ms [2022-04-19 05:18:36 main:581] : INFO : Epoch 1818 | loss: 0.0311746 | val_loss: 0.0311756 | Time: 2219.37 ms [2022-04-19 05:18:38 main:581] : INFO : Epoch 1819 | loss: 0.0311781 | val_loss: 0.0311744 | Time: 2243.43 ms [2022-04-19 05:18:41 main:581] : INFO : Epoch 1820 | loss: 0.0311743 | val_loss: 0.0311752 | Time: 2214.89 ms [2022-04-19 05:18:43 main:581] : INFO : Epoch 1821 | loss: 0.0311738 | val_loss: 0.031175 | Time: 2230.7 ms [2022-04-19 05:18:45 main:581] : INFO : Epoch 1822 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 2233.48 ms [2022-04-19 05:18:47 main:581] : INFO : Epoch 1823 | loss: 0.0311738 | val_loss: 0.0311791 | Time: 2225.39 ms [2022-04-19 05:18:50 main:581] : INFO : Epoch 1824 | loss: 0.0311758 | val_loss: 0.0311743 | Time: 2230.31 ms [2022-04-19 05:18:52 main:581] : INFO : Epoch 1825 | loss: 0.0311738 | val_loss: 0.0311752 | Time: 2223.62 ms [2022-04-19 05:18:54 main:581] : INFO : Epoch 1826 | loss: 0.0311724 | val_loss: 0.0311765 | Time: 2233.04 ms [2022-04-19 05:18:56 main:581] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311745 | Time: 2227.02 ms [2022-04-19 05:18:59 main:581] : INFO : Epoch 1828 | loss: 0.0311762 | val_loss: 0.0311784 | Time: 2229.79 ms [2022-04-19 05:19:01 main:581] : INFO : Epoch 1829 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 2251.38 ms [2022-04-19 05:19:03 main:581] : INFO : Epoch 1830 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 2218.62 ms [2022-04-19 05:19:05 main:581] : INFO : Epoch 1831 | loss: 0.0311732 | val_loss: 0.0311746 | Time: 2191.45 ms [2022-04-19 05:19:07 main:581] : INFO : Epoch 1832 | loss: 0.0311723 | val_loss: 0.031177 | Time: 2217.62 ms [2022-04-19 05:19:10 main:581] : INFO : Epoch 1833 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 2216.43 ms [2022-04-19 05:19:12 main:581] : INFO : Epoch 1834 | loss: 0.0311756 | val_loss: 0.0311762 | Time: 2233.29 ms [2022-04-19 05:19:14 main:581] : INFO : Epoch 1835 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 2225.63 ms [2022-04-19 05:19:16 main:581] : INFO : Epoch 1836 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 2220.23 ms [2022-04-19 05:19:19 main:581] : INFO : Epoch 1837 | loss: 0.0311761 | val_loss: 0.0311796 | Time: 2221.97 ms [2022-04-19 05:19:21 main:581] : INFO : Epoch 1838 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 2232.02 ms [2022-04-19 05:19:23 main:581] : INFO : Epoch 1839 | loss: 0.0311746 | val_loss: 0.031179 | Time: 2217.49 ms [2022-04-19 05:19:25 main:581] : INFO : Epoch 1840 | loss: 0.031176 | val_loss: 0.0311749 | Time: 2235.55 ms [2022-04-19 05:19:27 main:581] : INFO : Epoch 1841 | loss: 0.0311732 | val_loss: 0.0311769 | Time: 2219.74 ms [2022-04-19 05:19:30 main:581] : INFO : Epoch 1842 | loss: 0.0311774 | val_loss: 0.0311766 | Time: 2232.06 ms [2022-04-19 05:19:32 main:581] : INFO : Epoch 1843 | loss: 0.031173 | val_loss: 0.0311751 | Time: 2226.06 ms [2022-04-19 05:19:34 main:581] : INFO : Epoch 1844 | loss: 0.0311736 | val_loss: 0.0311907 | Time: 2226.3 ms [2022-04-19 05:19:36 main:581] : INFO : Epoch 1845 | loss: 0.031177 | val_loss: 0.0311772 | Time: 2222.2 ms [2022-04-19 05:19:39 main:581] : INFO : Epoch 1846 | loss: 0.0311725 | val_loss: 0.0311743 | Time: 2219.02 ms [2022-04-19 05:19:41 main:581] : INFO : Epoch 1847 | loss: 0.0311729 | val_loss: 0.0311745 | Time: 2241.9 ms [2022-04-19 05:19:43 main:581] : INFO : Epoch 1848 | loss: 0.0311722 | val_loss: 0.0311737 | Time: 2218.96 ms [2022-04-19 05:19:45 main:581] : INFO : Epoch 1849 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 2236.12 ms [2022-04-19 05:19:47 main:581] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.0311827 | Time: 2219.72 ms [2022-04-19 05:19:50 main:581] : INFO : Epoch 1851 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 2217.52 ms [2022-04-19 05:19:52 main:581] : INFO : Epoch 1852 | loss: 0.0311743 | val_loss: 0.0311748 | Time: 2181.96 ms [2022-04-19 05:19:54 main:581] : INFO : Epoch 1853 | loss: 0.0311736 | val_loss: 0.0311755 | Time: 2114 ms [2022-04-19 05:19:56 main:581] : INFO : Epoch 1854 | loss: 0.031176 | val_loss: 0.0311794 | Time: 2113.25 ms [2022-04-19 05:19:58 main:581] : INFO : Epoch 1855 | loss: 0.0311738 | val_loss: 0.0311735 | Time: 2119.68 ms [2022-04-19 05:20:00 main:581] : INFO : Epoch 1856 | loss: 0.0311728 | val_loss: 0.031174 | Time: 2116.64 ms [2022-04-19 05:20:02 main:581] : INFO : Epoch 1857 | loss: 0.0311741 | val_loss: 0.0311747 | Time: 2135.35 ms [2022-04-19 05:20:05 main:581] : INFO : Epoch 1858 | loss: 0.0311801 | val_loss: 0.0311762 | Time: 2131.22 ms [2022-04-19 05:20:07 main:581] : INFO : Epoch 1859 | loss: 0.0311754 | val_loss: 0.0311745 | Time: 2141.05 ms [2022-04-19 05:20:09 main:581] : INFO : Epoch 1860 | loss: 0.0311739 | val_loss: 0.0311734 | Time: 2158.68 ms [2022-04-19 05:20:11 main:581] : INFO : Epoch 1861 | loss: 0.0311735 | val_loss: 0.0311729 | Time: 2142.89 ms [2022-04-19 05:20:13 main:581] : INFO : Epoch 1862 | loss: 0.031174 | val_loss: 0.0311733 | Time: 2147.94 ms [2022-04-19 05:20:15 main:581] : INFO : Epoch 1863 | loss: 0.0311747 | val_loss: 0.0311741 | Time: 2127.59 ms [2022-04-19 05:20:17 main:581] : INFO : Epoch 1864 | loss: 0.0311755 | val_loss: 0.0311738 | Time: 2125.36 ms [2022-04-19 05:20:20 main:581] : INFO : Epoch 1865 | loss: 0.0311729 | val_loss: 0.0311728 | Time: 2140.3 ms [2022-04-19 05:20:22 main:581] : INFO : Epoch 1866 | loss: 0.0311734 | val_loss: 0.0311728 | Time: 2147.75 ms [2022-04-19 05:20:24 main:581] : INFO : Epoch 1867 | loss: 0.0311737 | val_loss: 0.0311739 | Time: 2164.9 ms [2022-04-19 05:20:26 main:581] : INFO : Epoch 1868 | loss: 0.031174 | val_loss: 0.0311758 | Time: 2164.86 ms [2022-04-19 05:20:28 main:581] : INFO : Epoch 1869 | loss: 0.0311736 | val_loss: 0.031173 | Time: 2143.94 ms [2022-04-19 05:20:30 main:581] : INFO : Epoch 1870 | loss: 0.0311735 | val_loss: 0.0311736 | Time: 2103.63 ms [2022-04-19 05:20:32 main:581] : INFO : Epoch 1871 | loss: 0.0311733 | val_loss: 0.0311732 | Time: 2142.06 ms [2022-04-19 05:20:35 main:581] : INFO : Epoch 1872 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 2196.21 ms [2022-04-19 05:20:37 main:581] : INFO : Epoch 1873 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 2187.63 ms [2022-04-19 05:20:39 main:581] : INFO : Epoch 1874 | loss: 0.0311748 | val_loss: 0.0311719 | Time: 2184.26 ms [2022-04-19 05:20:41 main:581] : INFO : Epoch 1875 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 2127.17 ms [2022-04-19 05:20:43 main:581] : INFO : Epoch 1876 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 2154.56 ms [2022-04-19 05:20:45 main:581] : INFO : Epoch 1877 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 2147.52 ms [2022-04-19 05:20:48 main:581] : INFO : Epoch 1878 | loss: 0.0311724 | val_loss: 0.0311723 | Time: 2109.07 ms [2022-04-19 05:20:50 main:581] : INFO : Epoch 1879 | loss: 0.031173 | val_loss: 0.0311724 | Time: 2124.29 ms [2022-04-19 05:20:52 main:581] : INFO : Epoch 1880 | loss: 0.0311775 | val_loss: 0.0311854 | Time: 2169.19 ms [2022-04-19 05:20:54 main:581] : INFO : Epoch 1881 | loss: 0.0311779 | val_loss: 0.0311741 | Time: 2150.8 ms [2022-04-19 05:20:56 main:581] : INFO : Epoch 1882 | loss: 0.0311722 | val_loss: 0.0311735 | Time: 2149.72 ms [2022-04-19 05:20:58 main:581] : INFO : Epoch 1883 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2148.47 ms [2022-04-19 05:21:01 main:581] : INFO : Epoch 1884 | loss: 0.0311726 | val_loss: 0.0311757 | Time: 2182.87 ms [2022-04-19 05:21:03 main:581] : INFO : Epoch 1885 | loss: 0.0311707 | val_loss: 0.0311738 | Time: 2132.1 ms [2022-04-19 05:21:05 main:581] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311734 | Time: 2143.77 ms [2022-04-19 05:21:07 main:581] : INFO : Epoch 1887 | loss: 0.0311735 | val_loss: 0.0311742 | Time: 2175.89 ms [2022-04-19 05:21:09 main:581] : INFO : Epoch 1888 | loss: 0.0311732 | val_loss: 0.0311881 | Time: 2176.41 ms [2022-04-19 05:21:11 main:581] : INFO : Epoch 1889 | loss: 0.0311754 | val_loss: 0.0311748 | Time: 2155.73 ms [2022-04-19 05:21:13 main:581] : INFO : Epoch 1890 | loss: 0.0311724 | val_loss: 0.0311748 | Time: 2150.73 ms [2022-04-19 05:21:16 main:581] : INFO : Epoch 1891 | loss: 0.0311718 | val_loss: 0.0311756 | Time: 2118.75 ms [2022-04-19 05:21:18 main:581] : INFO : Epoch 1892 | loss: 0.031172 | val_loss: 0.0311742 | Time: 2155.81 ms [2022-04-19 05:21:20 main:581] : INFO : Epoch 1893 | loss: 0.0311707 | val_loss: 0.0311727 | Time: 2157.23 ms [2022-04-19 05:21:22 main:581] : INFO : Epoch 1894 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 2165.52 ms [2022-04-19 05:21:24 main:581] : INFO : Epoch 1895 | loss: 0.0311701 | val_loss: 0.0311774 | Time: 2165.27 ms [2022-04-19 05:21:26 main:581] : INFO : Epoch 1896 | loss: 0.0311707 | val_loss: 0.0311732 | Time: 2131.51 ms [2022-04-19 05:21:28 main:581] : INFO : Epoch 1897 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 2134.08 ms [2022-04-19 05:21:31 main:581] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311762 | Time: 2117.75 ms [2022-04-19 05:21:33 main:581] : INFO : Epoch 1899 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 2147.39 ms [2022-04-19 05:21:35 main:581] : INFO : Epoch 1900 | loss: 0.0311719 | val_loss: 0.0311731 | Time: 2119.11 ms [2022-04-19 05:21:37 main:581] : INFO : Epoch 1901 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 2155.6 ms [2022-04-19 05:21:39 main:581] : INFO : Epoch 1902 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 2136.09 ms [2022-04-19 05:21:41 main:581] : INFO : Epoch 1903 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 2148.61 ms [2022-04-19 05:21:43 main:581] : INFO : Epoch 1904 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 2136.86 ms [2022-04-19 05:21:46 main:581] : INFO : Epoch 1905 | loss: 0.0311708 | val_loss: 0.0311725 | Time: 2101.77 ms [2022-04-19 05:21:48 main:581] : INFO : Epoch 1906 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2134.83 ms [2022-04-19 05:21:50 main:581] : INFO : Epoch 1907 | loss: 0.0311696 | val_loss: 0.0311741 | Time: 2154.75 ms [2022-04-19 05:21:52 main:581] : INFO : Epoch 1908 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 2145.96 ms [2022-04-19 05:21:54 main:581] : INFO : Epoch 1909 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 2184.72 ms [2022-04-19 05:21:56 main:581] : INFO : Epoch 1910 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 2137.85 ms [2022-04-19 05:21:58 main:581] : INFO : Epoch 1911 | loss: 0.0311704 | val_loss: 0.0311713 | Time: 2146.23 ms [2022-04-19 05:22:01 main:581] : INFO : Epoch 1912 | loss: 0.031169 | val_loss: 0.0311725 | Time: 2142.53 ms [2022-04-19 05:22:03 main:581] : INFO : Epoch 1913 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2139.13 ms [2022-04-19 05:22:05 main:581] : INFO : Epoch 1914 | loss: 0.0311719 | val_loss: 0.0311721 | Time: 2138.1 ms [2022-04-19 05:22:07 main:581] : INFO : Epoch 1915 | loss: 0.0311728 | val_loss: 0.031177 | Time: 2160.91 ms [2022-04-19 05:22:09 main:581] : INFO : Epoch 1916 | loss: 0.0311699 | val_loss: 0.0311717 | Time: 2147.23 ms [2022-04-19 05:22:11 main:581] : INFO : Epoch 1917 | loss: 0.0311688 | val_loss: 0.0311718 | Time: 2144.61 ms [2022-04-19 05:22:13 main:581] : INFO : Epoch 1918 | loss: 0.0311689 | val_loss: 0.031172 | Time: 2142.72 ms [2022-04-19 05:22:16 main:581] : INFO : Epoch 1919 | loss: 0.0311705 | val_loss: 0.0311735 | Time: 2141.37 ms [2022-04-19 05:22:18 main:581] : INFO : Epoch 1920 | loss: 0.0311707 | val_loss: 0.0311719 | Time: 2117.35 ms [2022-04-19 05:22:20 main:581] : INFO : Epoch 1921 | loss: 0.03117 | val_loss: 0.0311712 | Time: 2161.72 ms [2022-04-19 05:22:22 main:581] : INFO : Epoch 1922 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 2173.28 ms [2022-04-19 05:22:24 main:581] : INFO : Epoch 1923 | loss: 0.0311718 | val_loss: 0.0311718 | Time: 2147.57 ms [2022-04-19 05:22:26 main:581] : INFO : Epoch 1924 | loss: 0.0311709 | val_loss: 0.0311714 | Time: 2148.71 ms [2022-04-19 05:22:28 main:581] : INFO : Epoch 1925 | loss: 0.031169 | val_loss: 0.0311712 | Time: 2144.04 ms [2022-04-19 05:22:31 main:581] : INFO : Epoch 1926 | loss: 0.0311694 | val_loss: 0.0311718 | Time: 2178.36 ms [2022-04-19 05:22:33 main:581] : INFO : Epoch 1927 | loss: 0.031169 | val_loss: 0.0311724 | Time: 2125.24 ms [2022-04-19 05:22:35 main:581] : INFO : Epoch 1928 | loss: 0.0311723 | val_loss: 0.03118 | Time: 2159.69 ms [2022-04-19 05:22:37 main:581] : INFO : Epoch 1929 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 2155.95 ms [2022-04-19 05:22:39 main:581] : INFO : Epoch 1930 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 2197.75 ms [2022-04-19 05:22:41 main:581] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0311745 | Time: 2113.25 ms [2022-04-19 05:22:44 main:581] : INFO : Epoch 1932 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 2154.67 ms [2022-04-19 05:22:46 main:581] : INFO : Epoch 1933 | loss: 0.0311713 | val_loss: 0.0311759 | Time: 2108.84 ms [2022-04-19 05:22:48 main:581] : INFO : Epoch 1934 | loss: 0.0311717 | val_loss: 0.0311724 | Time: 2148.89 ms [2022-04-19 05:22:50 main:581] : INFO : Epoch 1935 | loss: 0.0311702 | val_loss: 0.0311724 | Time: 2160.83 ms [2022-04-19 05:22:52 main:581] : INFO : Epoch 1936 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 2164.05 ms [2022-04-19 05:22:54 main:581] : INFO : Epoch 1937 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 2166.33 ms [2022-04-19 05:22:56 main:581] : INFO : Epoch 1938 | loss: 0.0311712 | val_loss: 0.0311733 | Time: 2158.54 ms [2022-04-19 05:22:59 main:581] : INFO : Epoch 1939 | loss: 0.0311706 | val_loss: 0.0311722 | Time: 2183.19 ms [2022-04-19 05:23:01 main:581] : INFO : Epoch 1940 | loss: 0.0311704 | val_loss: 0.0311733 | Time: 2179.63 ms [2022-04-19 05:23:03 main:581] : INFO : Epoch 1941 | loss: 0.0311716 | val_loss: 0.0311799 | Time: 2145.93 ms [2022-04-19 05:23:05 main:581] : INFO : Epoch 1942 | loss: 0.0311776 | val_loss: 0.0311777 | Time: 2133.31 ms [2022-04-19 05:23:07 main:581] : INFO : Epoch 1943 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 2161.74 ms [2022-04-19 05:23:09 main:581] : INFO : Epoch 1944 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 2123.84 ms [2022-04-19 05:23:12 main:581] : INFO : Epoch 1945 | loss: 0.0311738 | val_loss: 0.0311729 | Time: 2152.6 ms [2022-04-19 05:23:14 main:581] : INFO : Epoch 1946 | loss: 0.0311719 | val_loss: 0.0311734 | Time: 2162.91 ms [2022-04-19 05:23:16 main:581] : INFO : Epoch 1947 | loss: 0.03117 | val_loss: 0.0311762 | Time: 2165.94 ms [2022-04-19 05:23:18 main:581] : INFO : Epoch 1948 | loss: 0.031171 | val_loss: 0.0311723 | Time: 2181.37 ms [2022-04-19 05:23:20 main:581] : INFO : Epoch 1949 | loss: 0.0311719 | val_loss: 0.0311732 | Time: 2128.4 ms [2022-04-19 05:23:22 main:581] : INFO : Epoch 1950 | loss: 0.0311739 | val_loss: 0.0311763 | Time: 2163.07 ms [2022-04-19 05:23:25 main:581] : INFO : Epoch 1951 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 2149.27 ms [2022-04-19 05:23:27 main:581] : INFO : Epoch 1952 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 2118.36 ms [2022-04-19 05:23:29 main:581] : INFO : Epoch 1953 | loss: 0.0311742 | val_loss: 0.031181 | Time: 2131.74 ms [2022-04-19 05:23:31 main:581] : INFO : Epoch 1954 | loss: 0.0311714 | val_loss: 0.0311728 | Time: 2173.2 ms [2022-04-19 05:23:33 main:581] : INFO : Epoch 1955 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 2172.27 ms [2022-04-19 05:23:35 main:581] : INFO : Epoch 1956 | loss: 0.0311696 | val_loss: 0.0311732 | Time: 2149.2 ms [2022-04-19 05:23:37 main:581] : INFO : Epoch 1957 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 2174.97 ms [2022-04-19 05:23:40 main:581] : INFO : Epoch 1958 | loss: 0.0311706 | val_loss: 0.0311754 | Time: 2180.54 ms [2022-04-19 05:23:42 main:581] : INFO : Epoch 1959 | loss: 0.0311715 | val_loss: 0.0311738 | Time: 2121.19 ms [2022-04-19 05:23:44 main:581] : INFO : Epoch 1960 | loss: 0.0311715 | val_loss: 0.0311729 | Time: 2179.5 ms [2022-04-19 05:23:46 main:581] : INFO : Epoch 1961 | loss: 0.0311715 | val_loss: 0.0311758 | Time: 2153.55 ms [2022-04-19 05:23:48 main:581] : INFO : Epoch 1962 | loss: 0.0311718 | val_loss: 0.031175 | Time: 2145.01 ms [2022-04-19 05:23:50 main:581] : INFO : Epoch 1963 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 2155.38 ms [2022-04-19 05:23:53 main:581] : INFO : Epoch 1964 | loss: 0.0311711 | val_loss: 0.0311744 | Time: 2155.38 ms [2022-04-19 05:23:55 main:581] : INFO : Epoch 1965 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2150.69 ms [2022-04-19 05:23:57 main:581] : INFO : Epoch 1966 | loss: 0.0311692 | val_loss: 0.0311716 | Time: 2170.25 ms [2022-04-19 05:23:59 main:581] : INFO : Epoch 1967 | loss: 0.0311686 | val_loss: 0.031173 | Time: 2197.03 ms [2022-04-19 05:24:01 main:581] : INFO : Epoch 1968 | loss: 0.031169 | val_loss: 0.0311796 | Time: 2158.28 ms [2022-04-19 05:24:03 main:581] : INFO : Epoch 1969 | loss: 0.0311708 | val_loss: 0.031173 | Time: 2142.36 ms [2022-04-19 05:24:06 main:581] : INFO : Epoch 1970 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 2141.68 ms [2022-04-19 05:24:08 main:581] : INFO : Epoch 1971 | loss: 0.0311704 | val_loss: 0.0311729 | Time: 2176.64 ms [2022-04-19 05:24:10 main:581] : INFO : Epoch 1972 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 2162.06 ms [2022-04-19 05:24:12 main:581] : INFO : Epoch 1973 | loss: 0.0311711 | val_loss: 0.0311755 | Time: 2126.52 ms [2022-04-19 05:24:14 main:581] : INFO : Epoch 1974 | loss: 0.0311704 | val_loss: 0.0311729 | Time: 2170.63 ms [2022-04-19 05:24:16 main:581] : INFO : Epoch 1975 | loss: 0.0311697 | val_loss: 0.0311717 | Time: 2143.26 ms [2022-04-19 05:24:18 main:581] : INFO : Epoch 1976 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 2141.4 ms [2022-04-19 05:24:21 main:581] : INFO : Epoch 1977 | loss: 0.0311702 | val_loss: 0.0311726 | Time: 2163.62 ms [2022-04-19 05:24:23 main:581] : INFO : Epoch 1978 | loss: 0.0311704 | val_loss: 0.0311721 | Time: 2166.11 ms [2022-04-19 05:24:25 main:581] : INFO : Epoch 1979 | loss: 0.0311698 | val_loss: 0.031174 | Time: 2169.71 ms [2022-04-19 05:24:27 main:581] : INFO : Epoch 1980 | loss: 0.0311722 | val_loss: 0.0311727 | Time: 2140.17 ms [2022-04-19 05:24:29 main:581] : INFO : Epoch 1981 | loss: 0.0311748 | val_loss: 0.0311774 | Time: 2114.33 ms [2022-04-19 05:24:31 main:581] : INFO : Epoch 1982 | loss: 0.0311702 | val_loss: 0.0311732 | Time: 2144.45 ms [2022-04-19 05:24:33 main:581] : INFO : Epoch 1983 | loss: 0.03117 | val_loss: 0.0311757 | Time: 2126.64 ms [2022-04-19 05:24:36 main:581] : INFO : Epoch 1984 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 2138.46 ms [2022-04-19 05:24:38 main:581] : INFO : Epoch 1985 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2134.14 ms [2022-04-19 05:24:40 main:581] : INFO : Epoch 1986 | loss: 0.0311699 | val_loss: 0.0311748 | Time: 2188.86 ms [2022-04-19 05:24:42 main:581] : INFO : Epoch 1987 | loss: 0.0311703 | val_loss: 0.0311774 | Time: 2175.92 ms [2022-04-19 05:24:44 main:581] : INFO : Epoch 1988 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 2170.78 ms [2022-04-19 05:24:46 main:581] : INFO : Epoch 1989 | loss: 0.0311695 | val_loss: 0.0311732 | Time: 2118.12 ms [2022-04-19 05:24:49 main:581] : INFO : Epoch 1990 | loss: 0.0311713 | val_loss: 0.031174 | Time: 2146.7 ms [2022-04-19 05:24:51 main:581] : INFO : Epoch 1991 | loss: 0.0311741 | val_loss: 0.0311752 | Time: 2160.85 ms [2022-04-19 05:24:53 main:581] : INFO : Epoch 1992 | loss: 0.0311705 | val_loss: 0.0311727 | Time: 2130.25 ms [2022-04-19 05:24:55 main:581] : INFO : Epoch 1993 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 2162.76 ms [2022-04-19 05:24:57 main:581] : INFO : Epoch 1994 | loss: 0.0311712 | val_loss: 0.0311735 | Time: 2148.22 ms [2022-04-19 05:24:59 main:581] : INFO : Epoch 1995 | loss: 0.0311693 | val_loss: 0.0311718 | Time: 2151.56 ms [2022-04-19 05:25:01 main:581] : INFO : Epoch 1996 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 2159.58 ms [2022-04-19 05:25:04 main:581] : INFO : Epoch 1997 | loss: 0.0311693 | val_loss: 0.0311724 | Time: 2148.65 ms [2022-04-19 05:25:06 main:581] : INFO : Epoch 1998 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 2184.44 ms [2022-04-19 05:25:08 main:581] : INFO : Epoch 1999 | loss: 0.0311721 | val_loss: 0.031176 | Time: 2189.9 ms [2022-04-19 05:25:10 main:581] : INFO : Epoch 2000 | loss: 0.0311725 | val_loss: 0.0311756 | Time: 2169.65 ms [2022-04-19 05:25:12 main:581] : INFO : Epoch 2001 | loss: 0.031171 | val_loss: 0.0311746 | Time: 2176.42 ms [2022-04-19 05:25:14 main:581] : INFO : Epoch 2002 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 2176.97 ms [2022-04-19 05:25:17 main:581] : INFO : Epoch 2003 | loss: 0.0311734 | val_loss: 0.0311732 | Time: 2121.2 ms [2022-04-19 05:25:19 main:581] : INFO : Epoch 2004 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 2144.94 ms [2022-04-19 05:25:21 main:581] : INFO : Epoch 2005 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 2127.85 ms [2022-04-19 05:25:23 main:581] : INFO : Epoch 2006 | loss: 0.0311751 | val_loss: 0.0311747 | Time: 2169.81 ms [2022-04-19 05:25:25 main:581] : INFO : Epoch 2007 | loss: 0.0311737 | val_loss: 0.0311728 | Time: 2089.7 ms [2022-04-19 05:25:27 main:581] : INFO : Epoch 2008 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 2192.31 ms [2022-04-19 05:25:29 main:581] : INFO : Epoch 2009 | loss: 0.0311727 | val_loss: 0.0311737 | Time: 2136.59 ms [2022-04-19 05:25:32 main:581] : INFO : Epoch 2010 | loss: 0.0311737 | val_loss: 0.0311735 | Time: 2140.5 ms [2022-04-19 05:25:34 main:581] : INFO : Epoch 2011 | loss: 0.031174 | val_loss: 0.0311778 | Time: 2146.55 ms [2022-04-19 05:25:36 main:581] : INFO : Epoch 2012 | loss: 0.0311718 | val_loss: 0.0311863 | Time: 2206.88 ms [2022-04-19 05:25:38 main:581] : INFO : Epoch 2013 | loss: 0.0311742 | val_loss: 0.031172 | Time: 2129.24 ms [2022-04-19 05:25:40 main:581] : INFO : Epoch 2014 | loss: 0.0311701 | val_loss: 0.0311732 | Time: 2176.59 ms [2022-04-19 05:25:42 main:581] : INFO : Epoch 2015 | loss: 0.0311712 | val_loss: 0.0311805 | Time: 2129.44 ms [2022-04-19 05:25:45 main:581] : INFO : Epoch 2016 | loss: 0.0311718 | val_loss: 0.0311773 | Time: 2095.38 ms [2022-04-19 05:25:47 main:581] : INFO : Epoch 2017 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2109.48 ms [2022-04-19 05:25:49 main:581] : INFO : Epoch 2018 | loss: 0.0311709 | val_loss: 0.031173 | Time: 2186.47 ms [2022-04-19 05:25:51 main:581] : INFO : Epoch 2019 | loss: 0.0311729 | val_loss: 0.0311777 | Time: 2129.54 ms [2022-04-19 05:25:53 main:581] : INFO : Epoch 2020 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 2144.24 ms [2022-04-19 05:25:55 main:581] : INFO : Epoch 2021 | loss: 0.0311713 | val_loss: 0.0311769 | Time: 2164.66 ms [2022-04-19 05:25:57 main:581] : INFO : Epoch 2022 | loss: 0.0311715 | val_loss: 0.0311742 | Time: 2136.89 ms [2022-04-19 05:26:00 main:581] : INFO : Epoch 2023 | loss: 0.0311724 | val_loss: 0.0311735 | Time: 2144.35 ms [2022-04-19 05:26:02 main:581] : INFO : Epoch 2024 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 2149.77 ms [2022-04-19 05:26:04 main:581] : INFO : Epoch 2025 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2145.67 ms [2022-04-19 05:26:06 main:581] : INFO : Epoch 2026 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 2151.88 ms [2022-04-19 05:26:08 main:581] : INFO : Epoch 2027 | loss: 0.031173 | val_loss: 0.0311768 | Time: 2145.36 ms [2022-04-19 05:26:10 main:581] : INFO : Epoch 2028 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 2227.18 ms [2022-04-19 05:26:13 main:581] : INFO : Epoch 2029 | loss: 0.0311735 | val_loss: 0.0311734 | Time: 2169.31 ms [2022-04-19 05:26:15 main:581] : INFO : Epoch 2030 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 2162 ms [2022-04-19 05:26:17 main:581] : INFO : Epoch 2031 | loss: 0.0311708 | val_loss: 0.0311732 | Time: 2125.92 ms [2022-04-19 05:26:19 main:581] : INFO : Epoch 2032 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 2111.06 ms [2022-04-19 05:26:21 main:581] : INFO : Epoch 2033 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 2095.26 ms [2022-04-19 05:26:23 main:581] : INFO : Epoch 2034 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 2107.06 ms [2022-04-19 05:26:25 main:581] : INFO : Epoch 2035 | loss: 0.031172 | val_loss: 0.031175 | Time: 2131.09 ms [2022-04-19 05:26:27 main:581] : INFO : Epoch 2036 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 2119.36 ms [2022-04-19 05:26:30 main:581] : INFO : Epoch 2037 | loss: 0.031169 | val_loss: 0.0311743 | Time: 2124.05 ms [2022-04-19 05:26:32 main:581] : INFO : Epoch 2038 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 2117.02 ms [2022-04-19 05:26:34 main:581] : INFO : Epoch 2039 | loss: 0.0311688 | val_loss: 0.0311739 | Time: 2118.65 ms [2022-04-19 05:26:36 main:581] : INFO : Epoch 2040 | loss: 0.03117 | val_loss: 0.0311746 | Time: 2103.43 ms [2022-04-19 05:26:38 main:581] : INFO : Epoch 2041 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 2099.51 ms [2022-04-19 05:26:40 main:581] : INFO : Epoch 2042 | loss: 0.0311708 | val_loss: 0.0311779 | Time: 2145.9 ms [2022-04-19 05:26:42 main:581] : INFO : Epoch 2043 | loss: 0.0311686 | val_loss: 0.0311743 | Time: 2114.62 ms [2022-04-19 05:26:44 main:581] : INFO : Epoch 2044 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 2110.18 ms [2022-04-19 05:26:46 main:581] : INFO : Epoch 2045 | loss: 0.0311743 | val_loss: 0.0311763 | Time: 2111.36 ms [2022-04-19 05:26:49 main:581] : INFO : Epoch 2046 | loss: 0.0311718 | val_loss: 0.031173 | Time: 2133.1 ms [2022-04-19 05:26:51 main:581] : INFO : Epoch 2047 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2176.9 ms [2022-04-19 05:26:53 main:581] : INFO : Epoch 2048 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 2173.14 ms [2022-04-19 05:26:53 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311719 [2022-04-19 05:26:53 main:610] : INFO : Saving end state to config to file [2022-04-19 05:26:53 main:615] : INFO : Success, exiting.. 05:26:53 (310742): 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)