Task 12953338
| Name | ParityModified-1647040724-29963-0_0 |
| Workunit | 10085671 |
| Created | 11 Mar 2022, 23:18:46 UTC |
| Sent | 13 Mar 2022, 22:19:11 UTC |
| Report deadline | 21 Mar 2022, 22:19:11 UTC |
| Received | 7 Apr 2022, 0:44:36 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10254 |
| Run time | 1 hours 11 min 34 sec |
| CPU time | 1 hours 9 min 54 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 6,017.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0309891 | val_loss: 0.0313191 | Time: 2018.2 ms
[2022-04-07 03:26:31 main:574] : INFO : Epoch 1543 | loss: 0.0309951 | val_loss: 0.031309 | Time: 2117.61 ms
[2022-04-07 03:26:33 main:574] : INFO : Epoch 1544 | loss: 0.0309808 | val_loss: 0.0313231 | Time: 2112.99 ms
[2022-04-07 03:26:35 main:574] : INFO : Epoch 1545 | loss: 0.0309778 | val_loss: 0.0313266 | Time: 2070.98 ms
[2022-04-07 03:26:38 main:574] : INFO : Epoch 1546 | loss: 0.0309845 | val_loss: 0.0313006 | Time: 2131.35 ms
[2022-04-07 03:26:40 main:574] : INFO : Epoch 1547 | loss: 0.0309891 | val_loss: 0.0312888 | Time: 2111.76 ms
[2022-04-07 03:26:42 main:574] : INFO : Epoch 1548 | loss: 0.0309923 | val_loss: 0.0313045 | Time: 2210.99 ms
[2022-04-07 03:26:44 main:574] : INFO : Epoch 1549 | loss: 0.0309798 | val_loss: 0.0313077 | Time: 2100.57 ms
[2022-04-07 03:26:46 main:574] : INFO : Epoch 1550 | loss: 0.0309756 | val_loss: 0.0313377 | Time: 2067.03 ms
[2022-04-07 03:26:48 main:574] : INFO : Epoch 1551 | loss: 0.030983 | val_loss: 0.031312 | Time: 2094.26 ms
[2022-04-07 03:26:50 main:574] : INFO : Epoch 1552 | loss: 0.0309788 | val_loss: 0.0313108 | Time: 2107.18 ms
[2022-04-07 03:26:52 main:574] : INFO : Epoch 1553 | loss: 0.0309786 | val_loss: 0.031321 | Time: 2091.81 ms
[2022-04-07 03:26:55 main:574] : INFO : Epoch 1554 | loss: 0.0309826 | val_loss: 0.0312973 | Time: 2159.81 ms
[2022-04-07 03:26:57 main:574] : INFO : Epoch 1555 | loss: 0.0309939 | val_loss: 0.0313082 | Time: 2149.28 ms
[2022-04-07 03:26:59 main:574] : INFO : Epoch 1556 | loss: 0.0309874 | val_loss: 0.0313408 | Time: 2129.03 ms
[2022-04-07 03:27:01 main:574] : INFO : Epoch 1557 | loss: 0.0309783 | val_loss: 0.0313467 | Time: 2335.13 ms
[2022-04-07 03:27:03 main:574] : INFO : Epoch 1558 | loss: 0.0309739 | val_loss: 0.0313241 | Time: 2026.08 ms
[2022-04-07 03:27:05 main:574] : INFO : Epoch 1559 | loss: 0.0309732 | val_loss: 0.0312896 | Time: 2110.59 ms
[2022-04-07 03:27:07 main:574] : INFO : Epoch 1560 | loss: 0.0309764 | val_loss: 0.0313184 | Time: 2042.53 ms
[2022-04-07 03:27:09 main:574] : INFO : Epoch 1561 | loss: 0.0309724 | val_loss: 0.0312918 | Time: 2063.74 ms
[2022-04-07 03:27:12 main:574] : INFO : Epoch 1562 | loss: 0.0309822 | val_loss: 0.0313248 | Time: 2073.34 ms
[2022-04-07 03:27:14 main:574] : INFO : Epoch 1563 | loss: 0.031034 | val_loss: 0.0312684 | Time: 2112.82 ms
[2022-04-07 03:27:16 main:574] : INFO : Epoch 1564 | loss: 0.0310312 | val_loss: 0.0312923 | Time: 2094.48 ms
[2022-04-07 03:27:18 main:574] : INFO : Epoch 1565 | loss: 0.030998 | val_loss: 0.0312668 | Time: 2089.05 ms
[2022-04-07 03:27:20 main:574] : INFO : Epoch 1566 | loss: 0.0309844 | val_loss: 0.0313278 | Time: 2116.33 ms
[2022-04-07 03:27:22 main:574] : INFO : Epoch 1567 | loss: 0.0309755 | val_loss: 0.0313203 | Time: 2089.94 ms
[2022-04-07 03:27:24 main:574] : INFO : Epoch 1568 | loss: 0.0309741 | val_loss: 0.0313127 | Time: 2072.56 ms
[2022-04-07 03:27:26 main:574] : INFO : Epoch 1569 | loss: 0.030979 | val_loss: 0.0313097 | Time: 2096.24 ms
[2022-04-07 03:27:28 main:574] : INFO : Epoch 1570 | loss: 0.0309787 | val_loss: 0.0313156 | Time: 2107.99 ms
[2022-04-07 03:27:31 main:574] : INFO : Epoch 1571 | loss: 0.0309809 | val_loss: 0.0313089 | Time: 2094.79 ms
[2022-04-07 03:27:33 main:574] : INFO : Epoch 1572 | loss: 0.0309751 | val_loss: 0.0313003 | Time: 2090.77 ms
[2022-04-07 03:27:35 main:574] : INFO : Epoch 1573 | loss: 0.0309764 | val_loss: 0.031302 | Time: 2093.79 ms
[2022-04-07 03:27:37 main:574] : INFO : Epoch 1574 | loss: 0.0309857 | val_loss: 0.0313094 | Time: 2106.69 ms
[2022-04-07 03:27:39 main:574] : INFO : Epoch 1575 | loss: 0.0309834 | val_loss: 0.0312869 | Time: 2050.9 ms
[2022-04-07 03:27:41 main:574] : INFO : Epoch 1576 | loss: 0.030987 | val_loss: 0.031316 | Time: 2097.2 ms
[2022-04-07 03:27:43 main:574] : INFO : Epoch 1577 | loss: 0.0309896 | val_loss: 0.0313093 | Time: 2112.8 ms
[2022-04-07 03:27:45 main:574] : INFO : Epoch 1578 | loss: 0.0309864 | val_loss: 0.0313131 | Time: 2120.86 ms
[2022-04-07 03:27:47 main:574] : INFO : Epoch 1579 | loss: 0.0309803 | val_loss: 0.0313561 | Time: 2108.9 ms
[2022-04-07 03:27:50 main:574] : INFO : Epoch 1580 | loss: 0.0309787 | val_loss: 0.0313223 | Time: 2110.09 ms
[2022-04-07 03:27:52 main:574] : INFO : Epoch 1581 | loss: 0.0309761 | val_loss: 0.031311 | Time: 2083.48 ms
[2022-04-07 03:27:54 main:574] : INFO : Epoch 1582 | loss: 0.0309808 | val_loss: 0.0313221 | Time: 2172.5 ms
[2022-04-07 03:27:56 main:574] : INFO : Epoch 1583 | loss: 0.0309836 | val_loss: 0.0313429 | Time: 2076.14 ms
[2022-04-07 03:27:58 main:574] : INFO : Epoch 1584 | loss: 0.0309886 | val_loss: 0.0312945 | Time: 2154.31 ms
[2022-04-07 03:28:00 main:574] : INFO : Epoch 1585 | loss: 0.0309955 | val_loss: 0.0313153 | Time: 2044.42 ms
[2022-04-07 03:28:02 main:574] : INFO : Epoch 1586 | loss: 0.030985 | val_loss: 0.0313395 | Time: 2074.48 ms
[2022-04-07 03:28:04 main:574] : INFO : Epoch 1587 | loss: 0.0309773 | val_loss: 0.0313291 | Time: 2157.87 ms
[2022-04-07 03:28:07 main:574] : INFO : Epoch 1588 | loss: 0.0309787 | val_loss: 0.0312896 | Time: 2185.84 ms
[2022-04-07 03:28:09 main:574] : INFO : Epoch 1589 | loss: 0.0309766 | val_loss: 0.0313337 | Time: 2134.51 ms
[2022-04-07 03:28:11 main:574] : INFO : Epoch 1590 | loss: 0.0309879 | val_loss: 0.0313349 | Time: 2144.35 ms
[2022-04-07 03:28:13 main:574] : INFO : Epoch 1591 | loss: 0.0309861 | val_loss: 0.031322 | Time: 2106.38 ms
[2022-04-07 03:28:15 main:574] : INFO : Epoch 1592 | loss: 0.0309808 | val_loss: 0.0313033 | Time: 2085.93 ms
[2022-04-07 03:28:17 main:574] : INFO : Epoch 1593 | loss: 0.0309872 | val_loss: 0.0313113 | Time: 2071.46 ms
[2022-04-07 03:28:19 main:574] : INFO : Epoch 1594 | loss: 0.0309916 | val_loss: 0.0313268 | Time: 2069.34 ms
[2022-04-07 03:28:21 main:574] : INFO : Epoch 1595 | loss: 0.0309886 | val_loss: 0.0312785 | Time: 2122.21 ms
[2022-04-07 03:28:23 main:574] : INFO : Epoch 1596 | loss: 0.0309947 | val_loss: 0.0312739 | Time: 2146.64 ms
[2022-04-07 03:28:26 main:574] : INFO : Epoch 1597 | loss: 0.030985 | val_loss: 0.0313368 | Time: 2120.73 ms
[2022-04-07 03:28:28 main:574] : INFO : Epoch 1598 | loss: 0.0309772 | val_loss: 0.0312919 | Time: 2116.5 ms
[2022-04-07 03:28:30 main:574] : INFO : Epoch 1599 | loss: 0.030979 | val_loss: 0.0313345 | Time: 2082.19 ms
[2022-04-07 03:28:32 main:574] : INFO : Epoch 1600 | loss: 0.0309795 | val_loss: 0.0313075 | Time: 2075.89 ms
[2022-04-07 03:28:34 main:574] : INFO : Epoch 1601 | loss: 0.0309831 | val_loss: 0.031314 | Time: 2080.49 ms
[2022-04-07 03:28:36 main:574] : INFO : Epoch 1602 | loss: 0.0309836 | val_loss: 0.0313137 | Time: 2081.38 ms
[2022-04-07 03:28:38 main:574] : INFO : Epoch 1603 | loss: 0.0309843 | val_loss: 0.0313083 | Time: 2140.67 ms
[2022-04-07 03:28:40 main:574] : INFO : Epoch 1604 | loss: 0.0309913 | val_loss: 0.0313051 | Time: 2088.32 ms
[2022-04-07 03:28:43 main:574] : INFO : Epoch 1605 | loss: 0.0309877 | val_loss: 0.0312982 | Time: 2153.51 ms
[2022-04-07 03:28:45 main:574] : INFO : Epoch 1606 | loss: 0.0309809 | val_loss: 0.0313142 | Time: 2129.5 ms
[2022-04-07 03:28:47 main:574] : INFO : Epoch 1607 | loss: 0.0309768 | val_loss: 0.0313226 | Time: 2153.22 ms
[2022-04-07 03:28:49 main:574] : INFO : Epoch 1608 | loss: 0.0309804 | val_loss: 0.0313017 | Time: 2119.13 ms
[2022-04-07 03:28:51 main:574] : INFO : Epoch 1609 | loss: 0.0309837 | val_loss: 0.031329 | Time: 2069.64 ms
[2022-04-07 03:28:53 main:574] : INFO : Epoch 1610 | loss: 0.0309846 | val_loss: 0.0312883 | Time: 2075.05 ms
[2022-04-07 03:28:55 main:574] : INFO : Epoch 1611 | loss: 0.0309916 | val_loss: 0.0313249 | Time: 2074.85 ms
[2022-04-07 03:28:57 main:574] : INFO : Epoch 1612 | loss: 0.0309844 | val_loss: 0.0313341 | Time: 2071.09 ms
[2022-04-07 03:28:59 main:574] : INFO : Epoch 1613 | loss: 0.0309823 | val_loss: 0.0313477 | Time: 2114.66 ms
[2022-04-07 03:29:02 main:574] : INFO : Epoch 1614 | loss: 0.0309939 | val_loss: 0.0313229 | Time: 2120.26 ms
[2022-04-07 03:29:04 main:574] : INFO : Epoch 1615 | loss: 0.0309841 | val_loss: 0.0313202 | Time: 2117.03 ms
[2022-04-07 03:29:06 main:574] : INFO : Epoch 1616 | loss: 0.0309812 | val_loss: 0.0312924 | Time: 2103.45 ms
[2022-04-07 03:29:08 main:574] : INFO : Epoch 1617 | loss: 0.0309765 | val_loss: 0.0313014 | Time: 2043.87 ms
[2022-04-07 03:29:10 main:574] : INFO : Epoch 1618 | loss: 0.0309828 | val_loss: 0.0313049 | Time: 2111.76 ms
[2022-04-07 03:29:12 main:574] : INFO : Epoch 1619 | loss: 0.03098 | val_loss: 0.0313403 | Time: 2065.21 ms
[2022-04-07 03:29:14 main:574] : INFO : Epoch 1620 | loss: 0.0309856 | val_loss: 0.0313072 | Time: 2088.58 ms
[2022-04-07 03:29:16 main:574] : INFO : Epoch 1621 | loss: 0.0309785 | val_loss: 0.0313097 | Time: 2130.65 ms
[2022-04-07 03:29:18 main:574] : INFO : Epoch 1622 | loss: 0.0309796 | val_loss: 0.0313045 | Time: 2091.52 ms
[2022-04-07 03:29:20 main:574] : INFO : Epoch 1623 | loss: 0.0309832 | val_loss: 0.0313204 | Time: 2085.12 ms
[2022-04-07 03:29:23 main:574] : INFO : Epoch 1624 | loss: 0.03098 | val_loss: 0.031305 | Time: 2119.54 ms
[2022-04-07 03:29:25 main:574] : INFO : Epoch 1625 | loss: 0.030976 | val_loss: 0.0313092 | Time: 2068.45 ms
[2022-04-07 03:29:27 main:574] : INFO : Epoch 1626 | loss: 0.030977 | val_loss: 0.0312849 | Time: 2085.41 ms
[2022-04-07 03:29:29 main:574] : INFO : Epoch 1627 | loss: 0.031143 | val_loss: 0.0312147 | Time: 2267.1 ms
[2022-04-07 03:29:31 main:574] : INFO : Epoch 1628 | loss: 0.031159 | val_loss: 0.0312125 | Time: 2200.77 ms
[2022-04-07 03:29:33 main:574] : INFO : Epoch 1629 | loss: 0.0311298 | val_loss: 0.0312128 | Time: 2170.6 ms
[2022-04-07 03:29:36 main:574] : INFO : Epoch 1630 | loss: 0.0311047 | val_loss: 0.031224 | Time: 2122.99 ms
[2022-04-07 03:29:38 main:574] : INFO : Epoch 1631 | loss: 0.031081 | val_loss: 0.0312417 | Time: 2170.18 ms
[2022-04-07 03:29:40 main:574] : INFO : Epoch 1632 | loss: 0.0310612 | val_loss: 0.0312444 | Time: 2066.56 ms
[2022-04-07 03:29:42 main:574] : INFO : Epoch 1633 | loss: 0.0310511 | val_loss: 0.0312703 | Time: 2114.93 ms
[2022-04-07 03:29:44 main:574] : INFO : Epoch 1634 | loss: 0.0310284 | val_loss: 0.0312776 | Time: 2144.63 ms
[2022-04-07 03:29:46 main:574] : INFO : Epoch 1635 | loss: 0.0310134 | val_loss: 0.031295 | Time: 2066.66 ms
[2022-04-07 03:29:48 main:574] : INFO : Epoch 1636 | loss: 0.0309953 | val_loss: 0.0313065 | Time: 2135.28 ms
[2022-04-07 03:29:50 main:574] : INFO : Epoch 1637 | loss: 0.0309857 | val_loss: 0.0313008 | Time: 2062.57 ms
[2022-04-07 03:29:53 main:574] : INFO : Epoch 1638 | loss: 0.0309823 | val_loss: 0.0312756 | Time: 2166.12 ms
[2022-04-07 03:29:55 main:574] : INFO : Epoch 1639 | loss: 0.0309764 | val_loss: 0.0312727 | Time: 2077.06 ms
[2022-04-07 03:29:57 main:574] : INFO : Epoch 1640 | loss: 0.0309792 | val_loss: 0.0313175 | Time: 2144.74 ms
[2022-04-07 03:29:59 main:574] : INFO : Epoch 1641 | loss: 0.0309756 | val_loss: 0.0313129 | Time: 2098.3 ms
[2022-04-07 03:30:01 main:574] : INFO : Epoch 1642 | loss: 0.0309882 | val_loss: 0.0313083 | Time: 2095.22 ms
[2022-04-07 03:30:03 main:574] : INFO : Epoch 1643 | loss: 0.0309798 | val_loss: 0.0313235 | Time: 2103.85 ms
[2022-04-07 03:30:05 main:574] : INFO : Epoch 1644 | loss: 0.03099 | val_loss: 0.0313451 | Time: 2055.03 ms
[2022-04-07 03:30:07 main:574] : INFO : Epoch 1645 | loss: 0.0309868 | val_loss: 0.0312882 | Time: 2136.95 ms
[2022-04-07 03:30:09 main:574] : INFO : Epoch 1646 | loss: 0.0309803 | val_loss: 0.031322 | Time: 2063.92 ms
[2022-04-07 03:30:11 main:574] : INFO : Epoch 1647 | loss: 0.0309828 | val_loss: 0.0313072 | Time: 2106.61 ms
[2022-04-07 03:30:14 main:574] : INFO : Epoch 1648 | loss: 0.0309856 | val_loss: 0.0312802 | Time: 2135.45 ms
[2022-04-07 03:30:16 main:574] : INFO : Epoch 1649 | loss: 0.0309795 | val_loss: 0.0313215 | Time: 2090.05 ms
[2022-04-07 03:30:18 main:574] : INFO : Epoch 1650 | loss: 0.030981 | val_loss: 0.0312984 | Time: 2203.82 ms
[2022-04-07 03:30:20 main:574] : INFO : Epoch 1651 | loss: 0.030977 | val_loss: 0.0313098 | Time: 2219.84 ms
[2022-04-07 03:30:22 main:574] : INFO : Epoch 1652 | loss: 0.0309868 | val_loss: 0.0313301 | Time: 2159.93 ms
[2022-04-07 03:30:24 main:574] : INFO : Epoch 1653 | loss: 0.0309846 | val_loss: 0.0312819 | Time: 2098.25 ms
[2022-04-07 03:30:27 main:574] : INFO : Epoch 1654 | loss: 0.0309832 | val_loss: 0.0313077 | Time: 2097.51 ms
[2022-04-07 03:30:29 main:574] : INFO : Epoch 1655 | loss: 0.0309781 | val_loss: 0.0313242 | Time: 2158.39 ms
[2022-04-07 03:30:31 main:574] : INFO : Epoch 1656 | loss: 0.0309819 | val_loss: 0.0313127 | Time: 2053.65 ms
[2022-04-07 03:30:33 main:574] : INFO : Epoch 1657 | loss: 0.0309832 | val_loss: 0.0313204 | Time: 2025.82 ms
[2022-04-07 03:30:35 main:574] : INFO : Epoch 1658 | loss: 0.0309888 | val_loss: 0.0312947 | Time: 2102.2 ms
[2022-04-07 03:30:37 main:574] : INFO : Epoch 1659 | loss: 0.0309839 | val_loss: 0.031341 | Time: 2094.18 ms
[2022-04-07 03:30:39 main:574] : INFO : Epoch 1660 | loss: 0.0309783 | val_loss: 0.0312952 | Time: 2132.56 ms
[2022-04-07 03:30:41 main:574] : INFO : Epoch 1661 | loss: 0.0309771 | val_loss: 0.0313007 | Time: 2151.75 ms
[2022-04-07 03:30:43 main:574] : INFO : Epoch 1662 | loss: 0.0309812 | val_loss: 0.0313692 | Time: 2147.04 ms
[2022-04-07 03:30:46 main:574] : INFO : Epoch 1663 | loss: 0.0309845 | val_loss: 0.03132 | Time: 2045.7 ms
[2022-04-07 03:30:48 main:574] : INFO : Epoch 1664 | loss: 0.0309842 | val_loss: 0.0312826 | Time: 2055.71 ms
[2022-04-07 03:30:50 main:574] : INFO : Epoch 1665 | loss: 0.0309849 | val_loss: 0.0313125 | Time: 2122.14 ms
[2022-04-07 03:30:52 main:574] : INFO : Epoch 1666 | loss: 0.030992 | val_loss: 0.0313256 | Time: 2112.74 ms
[2022-04-07 03:30:54 main:574] : INFO : Epoch 1667 | loss: 0.0309819 | val_loss: 0.0313298 | Time: 2103.12 ms
[2022-04-07 03:30:56 main:574] : INFO : Epoch 1668 | loss: 0.0309827 | val_loss: 0.0313019 | Time: 2078.88 ms
[2022-04-07 03:30:58 main:574] : INFO : Epoch 1669 | loss: 0.0309754 | val_loss: 0.0312798 | Time: 2054.74 ms
[2022-04-07 03:31:00 main:574] : INFO : Epoch 1670 | loss: 0.0309843 | val_loss: 0.0312919 | Time: 2131.59 ms
[2022-04-07 03:31:02 main:574] : INFO : Epoch 1671 | loss: 0.0309854 | val_loss: 0.0312833 | Time: 2088.7 ms
[2022-04-07 03:31:04 main:574] : INFO : Epoch 1672 | loss: 0.0309914 | val_loss: 0.0313019 | Time: 2076.1 ms
[2022-04-07 03:31:07 main:574] : INFO : Epoch 1673 | loss: 0.0309847 | val_loss: 0.0313206 | Time: 2095.25 ms
[2022-04-07 03:31:09 main:574] : INFO : Epoch 1674 | loss: 0.0309771 | val_loss: 0.0313612 | Time: 2070.43 ms
[2022-04-07 03:31:11 main:574] : INFO : Epoch 1675 | loss: 0.0309844 | val_loss: 0.0312899 | Time: 2086.68 ms
[2022-04-07 03:31:13 main:574] : INFO : Epoch 1676 | loss: 0.0309924 | val_loss: 0.0312923 | Time: 2085.76 ms
[2022-04-07 03:31:15 main:574] : INFO : Epoch 1677 | loss: 0.0309813 | val_loss: 0.0313089 | Time: 2113.99 ms
[2022-04-07 03:31:17 main:574] : INFO : Epoch 1678 | loss: 0.0309921 | val_loss: 0.0312985 | Time: 2095.86 ms
[2022-04-07 03:31:19 main:574] : INFO : Epoch 1679 | loss: 0.0309822 | val_loss: 0.0313065 | Time: 2087.43 ms
[2022-04-07 03:31:21 main:574] : INFO : Epoch 1680 | loss: 0.0309866 | val_loss: 0.0312785 | Time: 2119.76 ms
[2022-04-07 03:31:23 main:574] : INFO : Epoch 1681 | loss: 0.030981 | val_loss: 0.0313287 | Time: 2153.25 ms
[2022-04-07 03:31:26 main:574] : INFO : Epoch 1682 | loss: 0.0309724 | val_loss: 0.0313333 | Time: 2086.85 ms
[2022-04-07 03:31:28 main:574] : INFO : Epoch 1683 | loss: 0.0309806 | val_loss: 0.0313011 | Time: 2131.14 ms
[2022-04-07 03:31:30 main:574] : INFO : Epoch 1684 | loss: 0.0309831 | val_loss: 0.0313531 | Time: 2042.04 ms
[2022-04-07 03:31:32 main:574] : INFO : Epoch 1685 | loss: 0.030982 | val_loss: 0.0312954 | Time: 2128.84 ms
[2022-04-07 03:31:34 main:574] : INFO : Epoch 1686 | loss: 0.0309803 | val_loss: 0.0313068 | Time: 2075.27 ms
[2022-04-07 03:31:36 main:574] : INFO : Epoch 1687 | loss: 0.0309691 | val_loss: 0.031332 | Time: 2118.49 ms
[2022-04-07 03:31:38 main:574] : INFO : Epoch 1688 | loss: 0.0309718 | val_loss: 0.0313357 | Time: 2127.88 ms
[2022-04-07 03:31:40 main:574] : INFO : Epoch 1689 | loss: 0.0309771 | val_loss: 0.0313078 | Time: 2137.08 ms
[2022-04-07 03:31:43 main:574] : INFO : Epoch 1690 | loss: 0.0309742 | val_loss: 0.0312944 | Time: 2154.31 ms
[2022-04-07 03:31:45 main:574] : INFO : Epoch 1691 | loss: 0.0309784 | val_loss: 0.0312849 | Time: 2072.4 ms
[2022-04-07 03:31:47 main:574] : INFO : Epoch 1692 | loss: 0.0309951 | val_loss: 0.0312825 | Time: 2097.1 ms
[2022-04-07 03:31:49 main:574] : INFO : Epoch 1693 | loss: 0.0310302 | val_loss: 0.0312657 | Time: 2039.41 ms
[2022-04-07 03:31:51 main:574] : INFO : Epoch 1694 | loss: 0.031016 | val_loss: 0.0312865 | Time: 2059.29 ms
[2022-04-07 03:31:53 main:574] : INFO : Epoch 1695 | loss: 0.0309879 | val_loss: 0.0313128 | Time: 2140.8 ms
[2022-04-07 03:31:55 main:574] : INFO : Epoch 1696 | loss: 0.030988 | val_loss: 0.0313151 | Time: 2124.54 ms
[2022-04-07 03:31:57 main:574] : INFO : Epoch 1697 | loss: 0.0309909 | val_loss: 0.0313253 | Time: 2105.47 ms
[2022-04-07 03:31:59 main:574] : INFO : Epoch 1698 | loss: 0.0309828 | val_loss: 0.0312829 | Time: 2141.05 ms
[2022-04-07 03:32:02 main:574] : INFO : Epoch 1699 | loss: 0.0309864 | val_loss: 0.0313218 | Time: 2100.45 ms
[2022-04-07 03:32:04 main:574] : INFO : Epoch 1700 | loss: 0.0309871 | val_loss: 0.0313071 | Time: 2061.16 ms
[2022-04-07 03:32:06 main:574] : INFO : Epoch 1701 | loss: 0.0309876 | val_loss: 0.0312835 | Time: 2156.7 ms
[2022-04-07 03:32:08 main:574] : INFO : Epoch 1702 | loss: 0.030982 | val_loss: 0.0313079 | Time: 2124.39 ms
[2022-04-07 03:32:10 main:574] : INFO : Epoch 1703 | loss: 0.0309821 | val_loss: 0.0313272 | Time: 2124.03 ms
[2022-04-07 03:32:12 main:574] : INFO : Epoch 1704 | loss: 0.030973 | val_loss: 0.0313141 | Time: 2162.36 ms
[2022-04-07 03:32:14 main:574] : INFO : Epoch 1705 | loss: 0.0309763 | val_loss: 0.0312868 | Time: 2123.11 ms
[2022-04-07 03:32:16 main:574] : INFO : Epoch 1706 | loss: 0.0309765 | val_loss: 0.0313432 | Time: 2112.76 ms
[2022-04-07 03:32:19 main:574] : INFO : Epoch 1707 | loss: 0.0309767 | val_loss: 0.0313048 | Time: 2079.35 ms
[2022-04-07 03:32:21 main:574] : INFO : Epoch 1708 | loss: 0.0309832 | val_loss: 0.0312935 | Time: 2151.06 ms
[2022-04-07 03:32:23 main:574] : INFO : Epoch 1709 | loss: 0.0309835 | val_loss: 0.0313464 | Time: 2116.44 ms
[2022-04-07 03:32:25 main:574] : INFO : Epoch 1710 | loss: 0.0310025 | val_loss: 0.0312895 | Time: 2091.51 ms
[2022-04-07 03:32:27 main:574] : INFO : Epoch 1711 | loss: 0.0309901 | val_loss: 0.0312773 | Time: 2097.04 ms
[2022-04-07 03:32:29 main:574] : INFO : Epoch 1712 | loss: 0.0309934 | val_loss: 0.0313236 | Time: 2126.23 ms
[2022-04-07 03:32:31 main:574] : INFO : Epoch 1713 | loss: 0.0309801 | val_loss: 0.0313201 | Time: 2071.13 ms
[2022-04-07 03:32:33 main:574] : INFO : Epoch 1714 | loss: 0.0309763 | val_loss: 0.0313163 | Time: 2152.99 ms
[2022-04-07 03:32:36 main:574] : INFO : Epoch 1715 | loss: 0.0309751 | val_loss: 0.0313174 | Time: 2138.59 ms
[2022-04-07 03:32:38 main:574] : INFO : Epoch 1716 | loss: 0.030985 | val_loss: 0.0312968 | Time: 2116.15 ms
[2022-04-07 03:32:40 main:574] : INFO : Epoch 1717 | loss: 0.0309867 | val_loss: 0.0312956 | Time: 2140.35 ms
[2022-04-07 03:32:42 main:574] : INFO : Epoch 1718 | loss: 0.0309863 | val_loss: 0.0312837 | Time: 2124.22 ms
[2022-04-07 03:32:44 main:574] : INFO : Epoch 1719 | loss: 0.0309837 | val_loss: 0.0313139 | Time: 2109.99 ms
[2022-04-07 03:32:46 main:574] : INFO : Epoch 1720 | loss: 0.0309828 | val_loss: 0.0313439 | Time: 2077.19 ms
[2022-04-07 03:32:48 main:574] : INFO : Epoch 1721 | loss: 0.0309819 | val_loss: 0.0312988 | Time: 2116.7 ms
[2022-04-07 03:32:50 main:574] : INFO : Epoch 1722 | loss: 0.0309822 | val_loss: 0.0313002 | Time: 2109.79 ms
[2022-04-07 03:32:53 main:574] : INFO : Epoch 1723 | loss: 0.0309833 | val_loss: 0.031299 | Time: 2110.91 ms
[2022-04-07 03:32:55 main:574] : INFO : Epoch 1724 | loss: 0.030986 | val_loss: 0.0313072 | Time: 2103.02 ms
[2022-04-07 03:32:57 main:574] : INFO : Epoch 1725 | loss: 0.0309794 | val_loss: 0.031326 | Time: 2111.91 ms
[2022-04-07 03:32:59 main:574] : INFO : Epoch 1726 | loss: 0.030982 | val_loss: 0.0312946 | Time: 2132.96 ms
[2022-04-07 03:33:01 main:574] : INFO : Epoch 1727 | loss: 0.0309748 | val_loss: 0.0313384 | Time: 2119.05 ms
[2022-04-07 03:33:03 main:574] : INFO : Epoch 1728 | loss: 0.0309717 | val_loss: 0.0313191 | Time: 2048.31 ms
[2022-04-07 03:33:05 main:574] : INFO : Epoch 1729 | loss: 0.0309847 | val_loss: 0.0312876 | Time: 2172.04 ms
[2022-04-07 03:33:07 main:574] : INFO : Epoch 1730 | loss: 0.030986 | val_loss: 0.0312791 | Time: 2090.86 ms
[2022-04-07 03:33:09 main:574] : INFO : Epoch 1731 | loss: 0.0309782 | val_loss: 0.0313232 | Time: 2057.73 ms
[2022-04-07 03:33:12 main:574] : INFO : Epoch 1732 | loss: 0.0309881 | val_loss: 0.0313183 | Time: 2106.75 ms
[2022-04-07 03:33:14 main:574] : INFO : Epoch 1733 | loss: 0.0309834 | val_loss: 0.0312646 | Time: 2111.35 ms
[2022-04-07 03:33:16 main:574] : INFO : Epoch 1734 | loss: 0.0309889 | val_loss: 0.031326 | Time: 2096.58 ms
[2022-04-07 03:33:18 main:574] : INFO : Epoch 1735 | loss: 0.0309851 | val_loss: 0.0313123 | Time: 2087.94 ms
[2022-04-07 03:33:20 main:574] : INFO : Epoch 1736 | loss: 0.0309893 | val_loss: 0.0313215 | Time: 2075.08 ms
[2022-04-07 03:33:22 main:574] : INFO : Epoch 1737 | loss: 0.0309839 | val_loss: 0.031307 | Time: 2052.51 ms
[2022-04-07 03:33:24 main:574] : INFO : Epoch 1738 | loss: 0.0309791 | val_loss: 0.0313353 | Time: 2099.78 ms
[2022-04-07 03:33:26 main:574] : INFO : Epoch 1739 | loss: 0.0309792 | val_loss: 0.0313229 | Time: 2108.78 ms
[2022-04-07 03:33:28 main:574] : INFO : Epoch 1740 | loss: 0.0309841 | val_loss: 0.0312781 | Time: 2138.18 ms
[2022-04-07 03:33:30 main:574] : INFO : Epoch 1741 | loss: 0.0309871 | val_loss: 0.0313469 | Time: 2089.23 ms
[2022-04-07 03:33:33 main:574] : INFO : Epoch 1742 | loss: 0.0309784 | val_loss: 0.0313022 | Time: 2113.55 ms
[2022-04-07 03:33:35 main:574] : INFO : Epoch 1743 | loss: 0.0309753 | val_loss: 0.031313 | Time: 2114.18 ms
[2022-04-07 03:33:37 main:574] : INFO : Epoch 1744 | loss: 0.0309776 | val_loss: 0.031316 | Time: 2090.65 ms
[2022-04-07 03:33:39 main:574] : INFO : Epoch 1745 | loss: 0.0309762 | val_loss: 0.0313257 | Time: 2091.35 ms
[2022-04-07 03:33:41 main:574] : INFO : Epoch 1746 | loss: 0.0309794 | val_loss: 0.0313081 | Time: 2144.83 ms
[2022-04-07 03:33:43 main:574] : INFO : Epoch 1747 | loss: 0.0309744 | val_loss: 0.0313081 | Time: 2138.95 ms
[2022-04-07 03:33:45 main:574] : INFO : Epoch 1748 | loss: 0.0309862 | val_loss: 0.0312989 | Time: 2117.97 ms
[2022-04-07 03:33:48 main:574] : INFO : Epoch 1749 | loss: 0.0309908 | val_loss: 0.031297 | Time: 2133.07 ms
[2022-04-07 03:33:50 main:574] : INFO : Epoch 1750 | loss: 0.0309941 | val_loss: 0.0313223 | Time: 2142.63 ms
[2022-04-07 03:33:52 main:574] : INFO : Epoch 1751 | loss: 0.030986 | val_loss: 0.0313741 | Time: 2128.12 ms
[2022-04-07 03:33:54 main:574] : INFO : Epoch 1752 | loss: 0.0309877 | val_loss: 0.0312862 | Time: 2092.82 ms
[2022-04-07 03:33:56 main:574] : INFO : Epoch 1753 | loss: 0.0309932 | val_loss: 0.031324 | Time: 2149.71 ms
[2022-04-07 03:33:58 main:574] : INFO : Epoch 1754 | loss: 0.0309846 | val_loss: 0.0313142 | Time: 2078.15 ms
[2022-04-07 03:34:00 main:574] : INFO : Epoch 1755 | loss: 0.0309811 | val_loss: 0.0313405 | Time: 2105.19 ms
[2022-04-07 03:34:02 main:574] : INFO : Epoch 1756 | loss: 0.0309882 | val_loss: 0.0312771 | Time: 2128.84 ms
[2022-04-07 03:34:05 main:574] : INFO : Epoch 1757 | loss: 0.0309888 | val_loss: 0.0313272 | Time: 2107.1 ms
[2022-04-07 03:34:07 main:574] : INFO : Epoch 1758 | loss: 0.0309789 | val_loss: 0.0313359 | Time: 2127.27 ms
[2022-04-07 03:34:09 main:574] : INFO : Epoch 1759 | loss: 0.030978 | val_loss: 0.0313288 | Time: 2146.26 ms
[2022-04-07 03:34:11 main:574] : INFO : Epoch 1760 | loss: 0.0309728 | val_loss: 0.0313059 | Time: 2074.13 ms
[2022-04-07 03:34:13 main:574] : INFO : Epoch 1761 | loss: 0.0309742 | val_loss: 0.0313276 | Time: 2075.22 ms
[2022-04-07 03:34:15 main:574] : INFO : Epoch 1762 | loss: 0.0309728 | val_loss: 0.0313014 | Time: 2197.89 ms
[2022-04-07 03:34:17 main:574] : INFO : Epoch 1763 | loss: 0.0309828 | val_loss: 0.0313122 | Time: 2134.54 ms
[2022-04-07 03:34:19 main:574] : INFO : Epoch 1764 | loss: 0.0309925 | val_loss: 0.0313054 | Time: 2129.39 ms
[2022-04-07 03:34:22 main:574] : INFO : Epoch 1765 | loss: 0.0309921 | val_loss: 0.0313039 | Time: 2148.62 ms
[2022-04-07 03:34:24 main:574] : INFO : Epoch 1766 | loss: 0.0309891 | val_loss: 0.0312812 | Time: 2132.39 ms
[2022-04-07 03:34:26 main:574] : INFO : Epoch 1767 | loss: 0.0309888 | val_loss: 0.031304 | Time: 2108.08 ms
[2022-04-07 03:34:28 main:574] : INFO : Epoch 1768 | loss: 0.0309892 | val_loss: 0.0312805 | Time: 2094.38 ms
[2022-04-07 03:34:30 main:574] : INFO : Epoch 1769 | loss: 0.030982 | val_loss: 0.0313285 | Time: 2103.5 ms
[2022-04-07 03:34:32 main:574] : INFO : Epoch 1770 | loss: 0.0309868 | val_loss: 0.0312846 | Time: 2140.97 ms
[2022-04-07 03:34:34 main:574] : INFO : Epoch 1771 | loss: 0.0309909 | val_loss: 0.0313132 | Time: 2138.15 ms
[2022-04-07 03:34:37 main:574] : INFO : Epoch 1772 | loss: 0.0309831 | val_loss: 0.0313119 | Time: 2100.61 ms
[2022-04-07 03:34:39 main:574] : INFO : Epoch 1773 | loss: 0.0309824 | val_loss: 0.0313292 | Time: 2151.98 ms
[2022-04-07 03:34:41 main:574] : INFO : Epoch 1774 | loss: 0.0309821 | val_loss: 0.0313134 | Time: 2113.97 ms
[2022-04-07 03:34:43 main:574] : INFO : Epoch 1775 | loss: 0.0309759 | val_loss: 0.0312943 | Time: 2122.34 ms
[2022-04-07 03:34:45 main:574] : INFO : Epoch 1776 | loss: 0.0309775 | val_loss: 0.0313127 | Time: 2123.2 ms
[2022-04-07 03:34:47 main:574] : INFO : Epoch 1777 | loss: 0.030977 | val_loss: 0.0313395 | Time: 2080.47 ms
[2022-04-07 03:34:49 main:574] : INFO : Epoch 1778 | loss: 0.0309945 | val_loss: 0.0313684 | Time: 2150.15 ms
[2022-04-07 03:34:51 main:574] : INFO : Epoch 1779 | loss: 0.0309853 | val_loss: 0.0313179 | Time: 2136.72 ms
[2022-04-07 03:34:54 main:574] : INFO : Epoch 1780 | loss: 0.0309798 | val_loss: 0.0313489 | Time: 2144.69 ms
[2022-04-07 03:34:56 main:574] : INFO : Epoch 1781 | loss: 0.0309911 | val_loss: 0.0313097 | Time: 2082.53 ms
[2022-04-07 03:34:58 main:574] : INFO : Epoch 1782 | loss: 0.030981 | val_loss: 0.0313124 | Time: 2132.66 ms
[2022-04-07 03:35:00 main:574] : INFO : Epoch 1783 | loss: 0.0309778 | val_loss: 0.0312955 | Time: 2123.72 ms
[2022-04-07 03:35:02 main:574] : INFO : Epoch 1784 | loss: 0.0309927 | val_loss: 0.0313325 | Time: 2154.38 ms
[2022-04-07 03:35:04 main:574] : INFO : Epoch 1785 | loss: 0.0309961 | val_loss: 0.0312957 | Time: 2174.49 ms
[2022-04-07 03:35:06 main:574] : INFO : Epoch 1786 | loss: 0.0309979 | val_loss: 0.031316 | Time: 2154.34 ms
[2022-04-07 03:35:09 main:574] : INFO : Epoch 1787 | loss: 0.0309809 | val_loss: 0.0313261 | Time: 2079.8 ms
[2022-04-07 03:35:11 main:574] : INFO : Epoch 1788 | loss: 0.0309808 | val_loss: 0.0313199 | Time: 2102.31 ms
[2022-04-07 03:35:13 main:574] : INFO : Epoch 1789 | loss: 0.030983 | val_loss: 0.0312815 | Time: 2164.93 ms
[2022-04-07 03:35:15 main:574] : INFO : Epoch 1790 | loss: 0.0309847 | val_loss: 0.0313033 | Time: 2138.41 ms
[2022-04-07 03:35:17 main:574] : INFO : Epoch 1791 | loss: 0.0309862 | val_loss: 0.0312708 | Time: 2089.54 ms
[2022-04-07 03:35:19 main:574] : INFO : Epoch 1792 | loss: 0.0309867 | val_loss: 0.0312856 | Time: 2101.99 ms
[2022-04-07 03:35:21 main:574] : INFO : Epoch 1793 | loss: 0.0309882 | val_loss: 0.0313238 | Time: 2131.53 ms
[2022-04-07 03:35:24 main:574] : INFO : Epoch 1794 | loss: 0.0309885 | val_loss: 0.0313339 | Time: 2135.11 ms
[2022-04-07 03:35:26 main:574] : INFO : Epoch 1795 | loss: 0.0309814 | val_loss: 0.0313361 | Time: 2092.75 ms
[2022-04-07 03:35:28 main:574] : INFO : Epoch 1796 | loss: 0.0309927 | val_loss: 0.0313068 | Time: 2119.45 ms
[2022-04-07 03:35:30 main:574] : INFO : Epoch 1797 | loss: 0.030995 | val_loss: 0.031274 | Time: 2108.63 ms
[2022-04-07 03:35:32 main:574] : INFO : Epoch 1798 | loss: 0.0309834 | val_loss: 0.0312843 | Time: 2075.5 ms
[2022-04-07 03:35:34 main:574] : INFO : Epoch 1799 | loss: 0.0309916 | val_loss: 0.0313063 | Time: 2081.92 ms
[2022-04-07 03:35:36 main:574] : INFO : Epoch 1800 | loss: 0.03098 | val_loss: 0.0313119 | Time: 2129.8 ms
[2022-04-07 03:35:38 main:574] : INFO : Epoch 1801 | loss: 0.0309921 | val_loss: 0.0312731 | Time: 2155.72 ms
[2022-04-07 03:35:40 main:574] : INFO : Epoch 1802 | loss: 0.0309924 | val_loss: 0.0313163 | Time: 2129.31 ms
[2022-04-07 03:35:43 main:574] : INFO : Epoch 1803 | loss: 0.0309776 | val_loss: 0.0313229 | Time: 2096.4 ms
[2022-04-07 03:35:45 main:574] : INFO : Epoch 1804 | loss: 0.030974 | val_loss: 0.0313014 | Time: 2115.57 ms
[2022-04-07 03:35:47 main:574] : INFO : Epoch 1805 | loss: 0.0309746 | val_loss: 0.0313118 | Time: 2162.13 ms
[2022-04-07 03:35:49 main:574] : INFO : Epoch 1806 | loss: 0.030973 | val_loss: 0.0313104 | Time: 2079.77 ms
[2022-04-07 03:35:51 main:574] : INFO : Epoch 1807 | loss: 0.0309893 | val_loss: 0.0313269 | Time: 2125.52 ms
[2022-04-07 03:35:53 main:574] : INFO : Epoch 1808 | loss: 0.0309764 | val_loss: 0.0313294 | Time: 2056.88 ms
[2022-04-07 03:35:55 main:574] : INFO : Epoch 1809 | loss: 0.030979 | val_loss: 0.0313168 | Time: 2100.07 ms
[2022-04-07 03:35:57 main:574] : INFO : Epoch 1810 | loss: 0.0309789 | val_loss: 0.0313101 | Time: 2132.52 ms
[2022-04-07 03:36:00 main:574] : INFO : Epoch 1811 | loss: 0.0309755 | val_loss: 0.0313027 | Time: 2111.64 ms
[2022-04-07 03:36:02 main:574] : INFO : Epoch 1812 | loss: 0.0309775 | val_loss: 0.0313159 | Time: 2137.12 ms
[2022-04-07 03:36:04 main:574] : INFO : Epoch 1813 | loss: 0.0309825 | val_loss: 0.0313626 | Time: 2121.95 ms
[2022-04-07 03:36:06 main:574] : INFO : Epoch 1814 | loss: 0.0309811 | val_loss: 0.0312965 | Time: 2180.07 ms
[2022-04-07 03:36:08 main:574] : INFO : Epoch 1815 | loss: 0.0309825 | val_loss: 0.0313055 | Time: 2115.29 ms
[2022-04-07 03:36:10 main:574] : INFO : Epoch 1816 | loss: 0.0309745 | val_loss: 0.031315 | Time: 2202.33 ms
[2022-04-07 03:36:13 main:574] : INFO : Epoch 1817 | loss: 0.0309773 | val_loss: 0.0312991 | Time: 2144.13 ms
[2022-04-07 03:36:15 main:574] : INFO : Epoch 1818 | loss: 0.0309711 | val_loss: 0.0312973 | Time: 2087.76 ms
[2022-04-07 03:36:17 main:574] : INFO : Epoch 1819 | loss: 0.0309755 | val_loss: 0.0312897 | Time: 2106.62 ms
[2022-04-07 03:36:19 main:574] : INFO : Epoch 1820 | loss: 0.0309802 | val_loss: 0.0313253 | Time: 2124.58 ms
[2022-04-07 03:36:21 main:574] : INFO : Epoch 1821 | loss: 0.0309848 | val_loss: 0.0313013 | Time: 2118.95 ms
[2022-04-07 03:36:23 main:574] : INFO : Epoch 1822 | loss: 0.030988 | val_loss: 0.0312672 | Time: 2104.05 ms
[2022-04-07 03:36:25 main:574] : INFO : Epoch 1823 | loss: 0.0309827 | val_loss: 0.0313083 | Time: 2094.95 ms
[2022-04-07 03:36:27 main:574] : INFO : Epoch 1824 | loss: 0.0309796 | val_loss: 0.0313036 | Time: 2135.37 ms
[2022-04-07 03:36:30 main:574] : INFO : Epoch 1825 | loss: 0.0309759 | val_loss: 0.0313433 | Time: 2137.68 ms
[2022-04-07 03:36:32 main:574] : INFO : Epoch 1826 | loss: 0.0309781 | val_loss: 0.0313199 | Time: 2136 ms
[2022-04-07 03:36:34 main:574] : INFO : Epoch 1827 | loss: 0.0309746 | val_loss: 0.0312965 | Time: 2100.15 ms
[2022-04-07 03:36:36 main:574] : INFO : Epoch 1828 | loss: 0.0309849 | val_loss: 0.0312872 | Time: 2093.07 ms
[2022-04-07 03:36:38 main:574] : INFO : Epoch 1829 | loss: 0.0309867 | val_loss: 0.031307 | Time: 2091.77 ms
[2022-04-07 03:36:40 main:574] : INFO : Epoch 1830 | loss: 0.0309833 | val_loss: 0.0313149 | Time: 2088.57 ms
[2022-04-07 03:36:42 main:574] : INFO : Epoch 1831 | loss: 0.0309797 | val_loss: 0.0312928 | Time: 2157.67 ms
[2022-04-07 03:36:44 main:574] : INFO : Epoch 1832 | loss: 0.0309828 | val_loss: 0.0313224 | Time: 2108 ms
[2022-04-07 03:36:46 main:574] : INFO : Epoch 1833 | loss: 0.030997 | val_loss: 0.0313124 | Time: 2123.18 ms
[2022-04-07 03:36:49 main:574] : INFO : Epoch 1834 | loss: 0.0309869 | val_loss: 0.0313125 | Time: 2100.15 ms
[2022-04-07 03:36:51 main:574] : INFO : Epoch 1835 | loss: 0.0309825 | val_loss: 0.0312695 | Time: 2124.87 ms
[2022-04-07 03:36:53 main:574] : INFO : Epoch 1836 | loss: 0.0309836 | val_loss: 0.0312954 | Time: 2130.28 ms
[2022-04-07 03:36:55 main:574] : INFO : Epoch 1837 | loss: 0.0309793 | val_loss: 0.0313259 | Time: 2125.75 ms
[2022-04-07 03:36:57 main:574] : INFO : Epoch 1838 | loss: 0.0309746 | val_loss: 0.0313346 | Time: 2201.05 ms
[2022-04-07 03:36:59 main:574] : INFO : Epoch 1839 | loss: 0.0309748 | val_loss: 0.0313019 | Time: 2178.4 ms
[2022-04-07 03:37:02 main:574] : INFO : Epoch 1840 | loss: 0.0309753 | val_loss: 0.0313252 | Time: 2159.03 ms
[2022-04-07 03:37:04 main:574] : INFO : Epoch 1841 | loss: 0.0309793 | val_loss: 0.0312863 | Time: 2096.03 ms
[2022-04-07 03:37:06 main:574] : INFO : Epoch 1842 | loss: 0.0309864 | val_loss: 0.0312584 | Time: 2138.04 ms
[2022-04-07 03:37:08 main:574] : INFO : Epoch 1843 | loss: 0.0309912 | val_loss: 0.0312818 | Time: 2131.21 ms
[2022-04-07 03:37:10 main:574] : INFO : Epoch 1844 | loss: 0.0309887 | val_loss: 0.0313158 | Time: 2150.49 ms
[2022-04-07 03:37:12 main:574] : INFO : Epoch 1845 | loss: 0.030982 | val_loss: 0.0313097 | Time: 2121.33 ms
[2022-04-07 03:37:14 main:574] : INFO : Epoch 1846 | loss: 0.0309749 | val_loss: 0.0313031 | Time: 2102.93 ms
[2022-04-07 03:37:17 main:574] : INFO : Epoch 1847 | loss: 0.0309788 | val_loss: 0.0312977 | Time: 2150.75 ms
[2022-04-07 03:37:19 main:574] : INFO : Epoch 1848 | loss: 0.0309842 | val_loss: 0.0312903 | Time: 2131.37 ms
[2022-04-07 03:37:21 main:574] : INFO : Epoch 1849 | loss: 0.0309857 | val_loss: 0.0312717 | Time: 2128.75 ms
[2022-04-07 03:37:23 main:574] : INFO : Epoch 1850 | loss: 0.0309844 | val_loss: 0.0313178 | Time: 2116.4 ms
[2022-04-07 03:37:25 main:574] : INFO : Epoch 1851 | loss: 0.030976 | val_loss: 0.0313147 | Time: 2061.5 ms
[2022-04-07 03:37:27 main:574] : INFO : Epoch 1852 | loss: 0.0309791 | val_loss: 0.0312946 | Time: 2121.01 ms
[2022-04-07 03:37:29 main:574] : INFO : Epoch 1853 | loss: 0.0309863 | val_loss: 0.0313283 | Time: 2077.24 ms
[2022-04-07 03:37:31 main:574] : INFO : Epoch 1854 | loss: 0.0310092 | val_loss: 0.031241 | Time: 2103.76 ms
[2022-04-07 03:37:33 main:574] : INFO : Epoch 1855 | loss: 0.0310618 | val_loss: 0.0312549 | Time: 2099.47 ms
[2022-04-07 03:37:36 main:574] : INFO : Epoch 1856 | loss: 0.0310395 | val_loss: 0.031272 | Time: 2101.75 ms
[2022-04-07 03:37:38 main:574] : INFO : Epoch 1857 | loss: 0.0310125 | val_loss: 0.0312993 | Time: 2143.35 ms
[2022-04-07 03:37:40 main:574] : INFO : Epoch 1858 | loss: 0.0309918 | val_loss: 0.0313031 | Time: 2131.13 ms
[2022-04-07 03:37:42 main:574] : INFO : Epoch 1859 | loss: 0.0309849 | val_loss: 0.0313106 | Time: 2160.6 ms
[2022-04-07 03:37:44 main:574] : INFO : Epoch 1860 | loss: 0.0309795 | val_loss: 0.0312887 | Time: 2098.2 ms
[2022-04-07 03:37:46 main:574] : INFO : Epoch 1861 | loss: 0.0309806 | val_loss: 0.0313178 | Time: 2118.87 ms
[2022-04-07 03:37:48 main:574] : INFO : Epoch 1862 | loss: 0.0309796 | val_loss: 0.0313331 | Time: 2181.02 ms
[2022-04-07 03:37:51 main:574] : INFO : Epoch 1863 | loss: 0.030978 | val_loss: 0.031327 | Time: 2120.95 ms
[2022-04-07 03:37:53 main:574] : INFO : Epoch 1864 | loss: 0.0309774 | val_loss: 0.0313072 | Time: 2142.98 ms
[2022-04-07 03:37:55 main:574] : INFO : Epoch 1865 | loss: 0.0309786 | val_loss: 0.0312813 | Time: 2103.56 ms
[2022-04-07 03:37:57 main:574] : INFO : Epoch 1866 | loss: 0.0309751 | val_loss: 0.0313362 | Time: 2109.88 ms
[2022-04-07 03:37:59 main:574] : INFO : Epoch 1867 | loss: 0.0309807 | val_loss: 0.0312898 | Time: 2109.11 ms
[2022-04-07 03:38:01 main:574] : INFO : Epoch 1868 | loss: 0.0309868 | val_loss: 0.0313029 | Time: 2110.15 ms
[2022-04-07 03:38:03 main:574] : INFO : Epoch 1869 | loss: 0.0309789 | val_loss: 0.0313144 | Time: 2105.18 ms
[2022-04-07 03:38:05 main:574] : INFO : Epoch 1870 | loss: 0.0309759 | val_loss: 0.0313018 | Time: 2122.34 ms
[2022-04-07 03:38:08 main:574] : INFO : Epoch 1871 | loss: 0.0309885 | val_loss: 0.0313422 | Time: 2156.29 ms
[2022-04-07 03:38:10 main:574] : INFO : Epoch 1872 | loss: 0.0309911 | val_loss: 0.0312964 | Time: 2158.53 ms
[2022-04-07 03:38:12 main:574] : INFO : Epoch 1873 | loss: 0.0309802 | val_loss: 0.0313187 | Time: 2111.37 ms
[2022-04-07 03:38:14 main:574] : INFO : Epoch 1874 | loss: 0.0309794 | val_loss: 0.0313356 | Time: 2109.67 ms
[2022-04-07 03:38:16 main:574] : INFO : Epoch 1875 | loss: 0.0309875 | val_loss: 0.031284 | Time: 2118.23 ms
[2022-04-07 03:38:18 main:574] : INFO : Epoch 1876 | loss: 0.0309925 | val_loss: 0.0313274 | Time: 2082.39 ms
[2022-04-07 03:38:20 main:574] : INFO : Epoch 1877 | loss: 0.0309882 | val_loss: 0.0313201 | Time: 2132.36 ms
[2022-04-07 03:38:22 main:574] : INFO : Epoch 1878 | loss: 0.0309898 | val_loss: 0.0313269 | Time: 2079.43 ms
[2022-04-07 03:38:25 main:574] : INFO : Epoch 1879 | loss: 0.0309825 | val_loss: 0.0313014 | Time: 2114.27 ms
[2022-04-07 03:38:27 main:574] : INFO : Epoch 1880 | loss: 0.0309767 | val_loss: 0.0313245 | Time: 2108.29 ms
[2022-04-07 03:38:29 main:574] : INFO : Epoch 1881 | loss: 0.0309818 | val_loss: 0.0312924 | Time: 2065.9 ms
[2022-04-07 03:38:31 main:574] : INFO : Epoch 1882 | loss: 0.0309842 | val_loss: 0.0313503 | Time: 2122.48 ms
[2022-04-07 03:38:33 main:574] : INFO : Epoch 1883 | loss: 0.0309831 | val_loss: 0.0312996 | Time: 2125.76 ms
[2022-04-07 03:38:35 main:574] : INFO : Epoch 1884 | loss: 0.0309824 | val_loss: 0.0312885 | Time: 2149.36 ms
[2022-04-07 03:38:37 main:574] : INFO : Epoch 1885 | loss: 0.0309825 | val_loss: 0.0313125 | Time: 2110.43 ms
[2022-04-07 03:38:39 main:574] : INFO : Epoch 1886 | loss: 0.030985 | val_loss: 0.0312909 | Time: 2128.21 ms
[2022-04-07 03:38:42 main:574] : INFO : Epoch 1887 | loss: 0.0309896 | val_loss: 0.0312869 | Time: 2143.56 ms
[2022-04-07 03:38:44 main:574] : INFO : Epoch 1888 | loss: 0.030985 | val_loss: 0.0313099 | Time: 2181.84 ms
[2022-04-07 03:38:46 main:574] : INFO : Epoch 1889 | loss: 0.0309828 | val_loss: 0.0313076 | Time: 2127.67 ms
[2022-04-07 03:38:48 main:574] : INFO : Epoch 1890 | loss: 0.030981 | val_loss: 0.0313242 | Time: 2091.46 ms
[2022-04-07 03:38:50 main:574] : INFO : Epoch 1891 | loss: 0.0309752 | val_loss: 0.031305 | Time: 2148.64 ms
[2022-04-07 03:38:52 main:574] : INFO : Epoch 1892 | loss: 0.030971 | val_loss: 0.0313321 | Time: 2118.32 ms
[2022-04-07 03:38:54 main:574] : INFO : Epoch 1893 | loss: 0.0309787 | val_loss: 0.0312761 | Time: 2119.22 ms
[2022-04-07 03:38:57 main:574] : INFO : Epoch 1894 | loss: 0.0309887 | val_loss: 0.031262 | Time: 2094.25 ms
[2022-04-07 03:38:59 main:574] : INFO : Epoch 1895 | loss: 0.0309906 | val_loss: 0.0313226 | Time: 2091.1 ms
[2022-04-07 03:39:01 main:574] : INFO : Epoch 1896 | loss: 0.0309766 | val_loss: 0.031293 | Time: 2101 ms
[2022-04-07 03:39:03 main:574] : INFO : Epoch 1897 | loss: 0.0309821 | val_loss: 0.0312946 | Time: 2118.52 ms
[2022-04-07 03:39:05 main:574] : INFO : Epoch 1898 | loss: 0.0309788 | val_loss: 0.0313497 | Time: 2063.6 ms
[2022-04-07 03:39:07 main:574] : INFO : Epoch 1899 | loss: 0.030979 | val_loss: 0.0313274 | Time: 2140.94 ms
[2022-04-07 03:39:09 main:574] : INFO : Epoch 1900 | loss: 0.030972 | val_loss: 0.0312958 | Time: 2133.66 ms
[2022-04-07 03:39:11 main:574] : INFO : Epoch 1901 | loss: 0.0309826 | val_loss: 0.0313065 | Time: 2160.39 ms
[2022-04-07 03:39:14 main:574] : INFO : Epoch 1902 | loss: 0.0309897 | val_loss: 0.0313109 | Time: 2121.36 ms
[2022-04-07 03:39:16 main:574] : INFO : Epoch 1903 | loss: 0.0309868 | val_loss: 0.0313155 | Time: 2119.48 ms
[2022-04-07 03:39:18 main:574] : INFO : Epoch 1904 | loss: 0.0309767 | val_loss: 0.0313062 | Time: 2111.96 ms
[2022-04-07 03:39:20 main:574] : INFO : Epoch 1905 | loss: 0.0309856 | val_loss: 0.0313348 | Time: 2113.9 ms
[2022-04-07 03:39:22 main:574] : INFO : Epoch 1906 | loss: 0.0309879 | val_loss: 0.0312867 | Time: 2152.99 ms
[2022-04-07 03:39:24 main:574] : INFO : Epoch 1907 | loss: 0.0309796 | val_loss: 0.0312895 | Time: 2086.09 ms
[2022-04-07 03:39:26 main:574] : INFO : Epoch 1908 | loss: 0.0309726 | val_loss: 0.0313314 | Time: 2120.63 ms
[2022-04-07 03:39:28 main:574] : INFO : Epoch 1909 | loss: 0.0310203 | val_loss: 0.0312592 | Time: 2059.8 ms
[2022-04-07 03:39:30 main:574] : INFO : Epoch 1910 | loss: 0.0310318 | val_loss: 0.0312958 | Time: 2089.18 ms
[2022-04-07 03:39:33 main:574] : INFO : Epoch 1911 | loss: 0.0310037 | val_loss: 0.0313182 | Time: 2145.87 ms
[2022-04-07 03:39:35 main:574] : INFO : Epoch 1912 | loss: 0.030996 | val_loss: 0.0313108 | Time: 2128.54 ms
[2022-04-07 03:39:37 main:574] : INFO : Epoch 1913 | loss: 0.0309921 | val_loss: 0.031309 | Time: 2069.41 ms
[2022-04-07 03:39:39 main:574] : INFO : Epoch 1914 | loss: 0.0309866 | val_loss: 0.0313161 | Time: 2073.09 ms
[2022-04-07 03:39:41 main:574] : INFO : Epoch 1915 | loss: 0.0309814 | val_loss: 0.0313059 | Time: 2147.15 ms
[2022-04-07 03:39:43 main:574] : INFO : Epoch 1916 | loss: 0.0309768 | val_loss: 0.0313216 | Time: 2107.17 ms
[2022-04-07 03:39:45 main:574] : INFO : Epoch 1917 | loss: 0.0309783 | val_loss: 0.0312766 | Time: 2141.88 ms
[2022-04-07 03:39:47 main:574] : INFO : Epoch 1918 | loss: 0.0309876 | val_loss: 0.0312951 | Time: 2121.88 ms
[2022-04-07 03:39:50 main:574] : INFO : Epoch 1919 | loss: 0.0309861 | val_loss: 0.0313187 | Time: 2083.61 ms
[2022-04-07 03:39:52 main:574] : INFO : Epoch 1920 | loss: 0.0309889 | val_loss: 0.0312721 | Time: 2047.19 ms
[2022-04-07 03:39:54 main:574] : INFO : Epoch 1921 | loss: 0.0309923 | val_loss: 0.0313204 | Time: 2096.17 ms
[2022-04-07 03:39:56 main:574] : INFO : Epoch 1922 | loss: 0.0309882 | val_loss: 0.0312868 | Time: 2109.46 ms
[2022-04-07 03:39:58 main:574] : INFO : Epoch 1923 | loss: 0.0309746 | val_loss: 0.0313129 | Time: 2122.7 ms
[2022-04-07 03:40:00 main:574] : INFO : Epoch 1924 | loss: 0.0309787 | val_loss: 0.0312907 | Time: 2035.57 ms
[2022-04-07 03:40:02 main:574] : INFO : Epoch 1925 | loss: 0.030983 | val_loss: 0.0313532 | Time: 2076.77 ms
[2022-04-07 03:40:04 main:574] : INFO : Epoch 1926 | loss: 0.0310199 | val_loss: 0.0312531 | Time: 2060.81 ms
[2022-04-07 03:40:06 main:574] : INFO : Epoch 1927 | loss: 0.0310348 | val_loss: 0.0312429 | Time: 2103.85 ms
[2022-04-07 03:40:08 main:574] : INFO : Epoch 1928 | loss: 0.0310153 | val_loss: 0.0312846 | Time: 2102.58 ms
[2022-04-07 03:40:11 main:574] : INFO : Epoch 1929 | loss: 0.0310042 | val_loss: 0.0313368 | Time: 2105.86 ms
[2022-04-07 03:40:13 main:574] : INFO : Epoch 1930 | loss: 0.0309945 | val_loss: 0.0312969 | Time: 2131.27 ms
[2022-04-07 03:40:15 main:574] : INFO : Epoch 1931 | loss: 0.030988 | val_loss: 0.0313401 | Time: 2109.96 ms
[2022-04-07 03:40:17 main:574] : INFO : Epoch 1932 | loss: 0.0310123 | val_loss: 0.0314984 | Time: 2092.28 ms
[2022-04-07 03:40:19 main:574] : INFO : Epoch 1933 | loss: 0.0310531 | val_loss: 0.0314657 | Time: 2068.04 ms
[2022-04-07 03:40:21 main:574] : INFO : Epoch 1934 | loss: 0.0310263 | val_loss: 0.0313163 | Time: 2046.95 ms
[2022-04-07 03:40:23 main:574] : INFO : Epoch 1935 | loss: 0.0309912 | val_loss: 0.0313407 | Time: 2084.18 ms
[2022-04-07 03:40:25 main:574] : INFO : Epoch 1936 | loss: 0.0309904 | val_loss: 0.0313306 | Time: 2125.06 ms
[2022-04-07 03:40:27 main:574] : INFO : Epoch 1937 | loss: 0.0309862 | val_loss: 0.0313076 | Time: 2076.67 ms
[2022-04-07 03:40:29 main:574] : INFO : Epoch 1938 | loss: 0.0309804 | val_loss: 0.0313138 | Time: 2098.94 ms
[2022-04-07 03:40:32 main:574] : INFO : Epoch 1939 | loss: 0.0309809 | val_loss: 0.0313071 | Time: 2132.45 ms
[2022-04-07 03:40:34 main:574] : INFO : Epoch 1940 | loss: 0.0309766 | val_loss: 0.0312967 | Time: 2071.64 ms
[2022-04-07 03:40:36 main:574] : INFO : Epoch 1941 | loss: 0.0309765 | val_loss: 0.0313192 | Time: 2109.59 ms
[2022-04-07 03:40:38 main:574] : INFO : Epoch 1942 | loss: 0.0309753 | val_loss: 0.0313097 | Time: 2110.23 ms
[2022-04-07 03:40:40 main:574] : INFO : Epoch 1943 | loss: 0.0309741 | val_loss: 0.0313124 | Time: 2142.42 ms
[2022-04-07 03:40:42 main:574] : INFO : Epoch 1944 | loss: 0.0309729 | val_loss: 0.0313099 | Time: 2122.57 ms
[2022-04-07 03:40:44 main:574] : INFO : Epoch 1945 | loss: 0.0309894 | val_loss: 0.0313005 | Time: 2084.02 ms
[2022-04-07 03:40:46 main:574] : INFO : Epoch 1946 | loss: 0.0309846 | val_loss: 0.0313189 | Time: 2073.69 ms
[2022-04-07 03:40:49 main:574] : INFO : Epoch 1947 | loss: 0.0309936 | val_loss: 0.0313237 | Time: 2139.59 ms
[2022-04-07 03:40:51 main:574] : INFO : Epoch 1948 | loss: 0.0309814 | val_loss: 0.0312637 | Time: 2077.93 ms
[2022-04-07 03:40:53 main:574] : INFO : Epoch 1949 | loss: 0.0309878 | val_loss: 0.0312801 | Time: 2116.66 ms
[2022-04-07 03:40:55 main:574] : INFO : Epoch 1950 | loss: 0.030982 | val_loss: 0.0312974 | Time: 2084 ms
[2022-04-07 03:40:57 main:574] : INFO : Epoch 1951 | loss: 0.0309858 | val_loss: 0.0313177 | Time: 2104.53 ms
[2022-04-07 03:40:59 main:574] : INFO : Epoch 1952 | loss: 0.0309799 | val_loss: 0.0313133 | Time: 2117.52 ms
[2022-04-07 03:41:01 main:574] : INFO : Epoch 1953 | loss: 0.0309819 | val_loss: 0.0313343 | Time: 2146.28 ms
[2022-04-07 03:41:03 main:574] : INFO : Epoch 1954 | loss: 0.0309904 | val_loss: 0.0312431 | Time: 2096.65 ms
[2022-04-07 03:41:05 main:574] : INFO : Epoch 1955 | loss: 0.0310092 | val_loss: 0.0312736 | Time: 2153.32 ms
[2022-04-07 03:41:08 main:574] : INFO : Epoch 1956 | loss: 0.0309833 | val_loss: 0.0312859 | Time: 2113.48 ms
[2022-04-07 03:41:10 main:574] : INFO : Epoch 1957 | loss: 0.0309818 | val_loss: 0.0313222 | Time: 2177.64 ms
[2022-04-07 03:41:12 main:574] : INFO : Epoch 1958 | loss: 0.0309835 | val_loss: 0.0313173 | Time: 2095.12 ms
[2022-04-07 03:41:14 main:574] : INFO : Epoch 1959 | loss: 0.0309868 | val_loss: 0.0313061 | Time: 2102.15 ms
[2022-04-07 03:41:16 main:574] : INFO : Epoch 1960 | loss: 0.0309762 | val_loss: 0.0313373 | Time: 2097.22 ms
[2022-04-07 03:41:18 main:574] : INFO : Epoch 1961 | loss: 0.0309785 | val_loss: 0.0313118 | Time: 2093.57 ms
[2022-04-07 03:41:20 main:574] : INFO : Epoch 1962 | loss: 0.0309807 | val_loss: 0.0313147 | Time: 2098.15 ms
[2022-04-07 03:41:22 main:574] : INFO : Epoch 1963 | loss: 0.0309719 | val_loss: 0.0313286 | Time: 2090.29 ms
[2022-04-07 03:41:25 main:574] : INFO : Epoch 1964 | loss: 0.0309778 | val_loss: 0.0312776 | Time: 2092.75 ms
[2022-04-07 03:41:27 main:574] : INFO : Epoch 1965 | loss: 0.0309859 | val_loss: 0.0313169 | Time: 2098.7 ms
[2022-04-07 03:41:29 main:574] : INFO : Epoch 1966 | loss: 0.0309903 | val_loss: 0.0312887 | Time: 2118.46 ms
[2022-04-07 03:41:31 main:574] : INFO : Epoch 1967 | loss: 0.0309846 | val_loss: 0.0313052 | Time: 2002.8 ms
[2022-04-07 03:41:33 main:574] : INFO : Epoch 1968 | loss: 0.0309807 | val_loss: 0.0313405 | Time: 2119.67 ms
[2022-04-07 03:41:35 main:574] : INFO : Epoch 1969 | loss: 0.0309757 | val_loss: 0.0313509 | Time: 2127.01 ms
[2022-04-07 03:41:37 main:574] : INFO : Epoch 1970 | loss: 0.0309684 | val_loss: 0.0313008 | Time: 2097.65 ms
[2022-04-07 03:41:39 main:574] : INFO : Epoch 1971 | loss: 0.0309852 | val_loss: 0.0312974 | Time: 2134.16 ms
[2022-04-07 03:41:41 main:574] : INFO : Epoch 1972 | loss: 0.0309908 | val_loss: 0.0312777 | Time: 2083.07 ms
[2022-04-07 03:41:44 main:574] : INFO : Epoch 1973 | loss: 0.0309877 | val_loss: 0.0313119 | Time: 2121.14 ms
[2022-04-07 03:41:46 main:574] : INFO : Epoch 1974 | loss: 0.0309846 | val_loss: 0.0313091 | Time: 2119.23 ms
[2022-04-07 03:41:48 main:574] : INFO : Epoch 1975 | loss: 0.0309853 | val_loss: 0.0313062 | Time: 2123.28 ms
[2022-04-07 03:41:50 main:574] : INFO : Epoch 1976 | loss: 0.0309875 | val_loss: 0.0313005 | Time: 2128.13 ms
[2022-04-07 03:41:52 main:574] : INFO : Epoch 1977 | loss: 0.0309868 | val_loss: 0.0312854 | Time: 2077.97 ms
[2022-04-07 03:41:54 main:574] : INFO : Epoch 1978 | loss: 0.030983 | val_loss: 0.031315 | Time: 2079.8 ms
[2022-04-07 03:41:56 main:574] : INFO : Epoch 1979 | loss: 0.030987 | val_loss: 0.0313292 | Time: 2274.69 ms
[2022-04-07 03:41:59 main:574] : INFO : Epoch 1980 | loss: 0.0311504 | val_loss: 0.031196 | Time: 2304.48 ms
[2022-04-07 03:42:01 main:574] : INFO : Epoch 1981 | loss: 0.0311624 | val_loss: 0.0311906 | Time: 2232.05 ms
[2022-04-07 03:42:03 main:574] : INFO : Epoch 1982 | loss: 0.0311499 | val_loss: 0.0311857 | Time: 2360.99 ms
[2022-04-07 03:42:06 main:574] : INFO : Epoch 1983 | loss: 0.0311381 | val_loss: 0.0311854 | Time: 2640.47 ms
[2022-04-07 03:42:09 main:574] : INFO : Epoch 1984 | loss: 0.0311284 | val_loss: 0.0311847 | Time: 2599.76 ms
[2022-04-07 03:42:11 main:574] : INFO : Epoch 1985 | loss: 0.031121 | val_loss: 0.031189 | Time: 2792.04 ms
[2022-04-07 03:42:14 main:574] : INFO : Epoch 1986 | loss: 0.0311105 | val_loss: 0.0311838 | Time: 2201.93 ms
[2022-04-07 03:42:16 main:574] : INFO : Epoch 1987 | loss: 0.0311029 | val_loss: 0.0311906 | Time: 2051.62 ms
[2022-04-07 03:42:18 main:574] : INFO : Epoch 1988 | loss: 0.0310927 | val_loss: 0.0311924 | Time: 2160.36 ms
[2022-04-07 03:42:20 main:574] : INFO : Epoch 1989 | loss: 0.031082 | val_loss: 0.0312024 | Time: 2089.95 ms
[2022-04-07 03:42:22 main:574] : INFO : Epoch 1990 | loss: 0.0310732 | val_loss: 0.0312336 | Time: 2100.85 ms
[2022-04-07 03:42:24 main:574] : INFO : Epoch 1991 | loss: 0.0310586 | val_loss: 0.0312532 | Time: 2093.59 ms
[2022-04-07 03:42:26 main:574] : INFO : Epoch 1992 | loss: 0.0310419 | val_loss: 0.0312453 | Time: 2119.22 ms
[2022-04-07 03:42:28 main:574] : INFO : Epoch 1993 | loss: 0.0310295 | val_loss: 0.0312656 | Time: 2023.75 ms
[2022-04-07 03:42:30 main:574] : INFO : Epoch 1994 | loss: 0.0310128 | val_loss: 0.0312555 | Time: 2154.92 ms
[2022-04-07 03:42:33 main:574] : INFO : Epoch 1995 | loss: 0.0310005 | val_loss: 0.0312551 | Time: 2144.07 ms
[2022-04-07 03:42:35 main:574] : INFO : Epoch 1996 | loss: 0.0309953 | val_loss: 0.0312918 | Time: 2054.99 ms
[2022-04-07 03:42:37 main:574] : INFO : Epoch 1997 | loss: 0.0309919 | val_loss: 0.0313041 | Time: 2112.54 ms
[2022-04-07 03:42:39 main:574] : INFO : Epoch 1998 | loss: 0.0309851 | val_loss: 0.0312882 | Time: 2114.09 ms
[2022-04-07 03:42:41 main:574] : INFO : Epoch 1999 | loss: 0.0309889 | val_loss: 0.0312842 | Time: 2089.39 ms
[2022-04-07 03:42:43 main:574] : INFO : Epoch 2000 | loss: 0.0309809 | val_loss: 0.0313026 | Time: 2144.86 ms
[2022-04-07 03:42:45 main:574] : INFO : Epoch 2001 | loss: 0.0309777 | val_loss: 0.0312887 | Time: 2139.78 ms
[2022-04-07 03:42:47 main:574] : INFO : Epoch 2002 | loss: 0.0309853 | val_loss: 0.0312545 | Time: 2071.4 ms
[2022-04-07 03:42:49 main:574] : INFO : Epoch 2003 | loss: 0.0309967 | val_loss: 0.0313081 | Time: 2080.57 ms
[2022-04-07 03:42:52 main:574] : INFO : Epoch 2004 | loss: 0.0309804 | val_loss: 0.031283 | Time: 2147.9 ms
[2022-04-07 03:42:54 main:574] : INFO : Epoch 2005 | loss: 0.0309852 | val_loss: 0.0312773 | Time: 2124.46 ms
[2022-04-07 03:42:56 main:574] : INFO : Epoch 2006 | loss: 0.0309814 | val_loss: 0.0313317 | Time: 2092.6 ms
[2022-04-07 03:42:58 main:574] : INFO : Epoch 2007 | loss: 0.0309867 | val_loss: 0.0312877 | Time: 2098.44 ms
[2022-04-07 03:43:00 main:574] : INFO : Epoch 2008 | loss: 0.0309768 | val_loss: 0.0312904 | Time: 2142.64 ms
[2022-04-07 03:43:02 main:574] : INFO : Epoch 2009 | loss: 0.0309774 | val_loss: 0.0312985 | Time: 2173.38 ms
[2022-04-07 03:43:04 main:574] : INFO : Epoch 2010 | loss: 0.0309834 | val_loss: 0.031329 | Time: 2130 ms
[2022-04-07 03:43:06 main:574] : INFO : Epoch 2011 | loss: 0.030982 | val_loss: 0.0313048 | Time: 2038.64 ms
[2022-04-07 03:43:09 main:574] : INFO : Epoch 2012 | loss: 0.0309869 | val_loss: 0.0313038 | Time: 2144.82 ms
[2022-04-07 03:43:11 main:574] : INFO : Epoch 2013 | loss: 0.0309862 | val_loss: 0.0313248 | Time: 2154.12 ms
[2022-04-07 03:43:13 main:574] : INFO : Epoch 2014 | loss: 0.0309805 | val_loss: 0.0313219 | Time: 2073.52 ms
[2022-04-07 03:43:15 main:574] : INFO : Epoch 2015 | loss: 0.0309819 | val_loss: 0.0312906 | Time: 2129.38 ms
[2022-04-07 03:43:17 main:574] : INFO : Epoch 2016 | loss: 0.0309844 | val_loss: 0.0313126 | Time: 2162.69 ms
[2022-04-07 03:43:19 main:574] : INFO : Epoch 2017 | loss: 0.0309762 | val_loss: 0.0313078 | Time: 2143.51 ms
[2022-04-07 03:43:21 main:574] : INFO : Epoch 2018 | loss: 0.0309754 | val_loss: 0.0313098 | Time: 2104.2 ms
[2022-04-07 03:43:24 main:574] : INFO : Epoch 2019 | loss: 0.0309807 | val_loss: 0.0312868 | Time: 2149.11 ms
[2022-04-07 03:43:26 main:574] : INFO : Epoch 2020 | loss: 0.0309846 | val_loss: 0.0313067 | Time: 2068.04 ms
[2022-04-07 03:43:28 main:574] : INFO : Epoch 2021 | loss: 0.0309818 | val_loss: 0.0313571 | Time: 2067.07 ms
[2022-04-07 03:43:30 main:574] : INFO : Epoch 2022 | loss: 0.0309795 | val_loss: 0.0312773 | Time: 2065.85 ms
[2022-04-07 03:43:32 main:574] : INFO : Epoch 2023 | loss: 0.0309874 | val_loss: 0.0312771 | Time: 2141.55 ms
[2022-04-07 03:43:34 main:574] : INFO : Epoch 2024 | loss: 0.0309911 | val_loss: 0.0312928 | Time: 2079.79 ms
[2022-04-07 03:43:36 main:574] : INFO : Epoch 2025 | loss: 0.030984 | val_loss: 0.0312961 | Time: 2136.09 ms
[2022-04-07 03:43:38 main:574] : INFO : Epoch 2026 | loss: 0.0309849 | val_loss: 0.0312975 | Time: 2054.19 ms
[2022-04-07 03:43:40 main:574] : INFO : Epoch 2027 | loss: 0.0309758 | val_loss: 0.0313137 | Time: 2132 ms
[2022-04-07 03:43:42 main:574] : INFO : Epoch 2028 | loss: 0.0309746 | val_loss: 0.0313116 | Time: 2114.67 ms
[2022-04-07 03:43:45 main:574] : INFO : Epoch 2029 | loss: 0.0309765 | val_loss: 0.0313585 | Time: 2149.41 ms
[2022-04-07 03:43:47 main:574] : INFO : Epoch 2030 | loss: 0.0309851 | val_loss: 0.031301 | Time: 2128.67 ms
[2022-04-07 03:43:49 main:574] : INFO : Epoch 2031 | loss: 0.0309774 | val_loss: 0.0312959 | Time: 2098.51 ms
[2022-04-07 03:43:51 main:574] : INFO : Epoch 2032 | loss: 0.0309754 | val_loss: 0.0313019 | Time: 2153.15 ms
[2022-04-07 03:43:53 main:574] : INFO : Epoch 2033 | loss: 0.0309837 | val_loss: 0.0313155 | Time: 2065.45 ms
[2022-04-07 03:43:55 main:574] : INFO : Epoch 2034 | loss: 0.0309849 | val_loss: 0.0312867 | Time: 2115.08 ms
[2022-04-07 03:43:57 main:574] : INFO : Epoch 2035 | loss: 0.030994 | val_loss: 0.0313202 | Time: 2174.4 ms
[2022-04-07 03:44:00 main:574] : INFO : Epoch 2036 | loss: 0.0309835 | val_loss: 0.0312783 | Time: 2106.47 ms
[2022-04-07 03:44:02 main:574] : INFO : Epoch 2037 | loss: 0.030983 | val_loss: 0.0313244 | Time: 2144.97 ms
[2022-04-07 03:44:04 main:574] : INFO : Epoch 2038 | loss: 0.0309784 | val_loss: 0.031281 | Time: 2102.04 ms
[2022-04-07 03:44:06 main:574] : INFO : Epoch 2039 | loss: 0.0309828 | val_loss: 0.0312889 | Time: 2107.21 ms
[2022-04-07 03:44:08 main:574] : INFO : Epoch 2040 | loss: 0.0309785 | val_loss: 0.0313269 | Time: 2228.25 ms
[2022-04-07 03:44:10 main:574] : INFO : Epoch 2041 | loss: 0.0309791 | val_loss: 0.0312891 | Time: 2080.04 ms
[2022-04-07 03:44:12 main:574] : INFO : Epoch 2042 | loss: 0.0309876 | val_loss: 0.0313088 | Time: 2059.92 ms
[2022-04-07 03:44:14 main:574] : INFO : Epoch 2043 | loss: 0.0309811 | val_loss: 0.0313067 | Time: 2114.53 ms
[2022-04-07 03:44:17 main:574] : INFO : Epoch 2044 | loss: 0.0309814 | val_loss: 0.0313127 | Time: 2071.36 ms
[2022-04-07 03:44:19 main:574] : INFO : Epoch 2045 | loss: 0.0309867 | val_loss: 0.0312861 | Time: 2147.48 ms
[2022-04-07 03:44:21 main:574] : INFO : Epoch 2046 | loss: 0.0309874 | val_loss: 0.0313108 | Time: 2108.43 ms
[2022-04-07 03:44:23 main:574] : INFO : Epoch 2047 | loss: 0.0309859 | val_loss: 0.0313164 | Time: 2164.31 ms
[2022-04-07 03:44:25 main:574] : INFO : Epoch 2048 | loss: 0.0309775 | val_loss: 0.0313244 | Time: 2156.23 ms
[2022-04-07 03:44:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313244
[2022-04-07 03:44:25 main:603] : INFO : Saving end state to config to file
[2022-04-07 03:44:25 main:608] : INFO : Success, exiting..
03:44:25 (11460): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)