Task 11318829
| Name | ParityModified-1639956042-32246-2-0_1 |
| Workunit | 8143263 |
| Created | 3 Feb 2022, 5:13:26 UTC |
| Sent | 3 Feb 2022, 7:34:44 UTC |
| Report deadline | 11 Feb 2022, 7:34:44 UTC |
| Received | 3 Feb 2022, 10:58:04 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17326 |
| Run time | 1 hours 13 min 5 sec |
| CPU time | 1 hours 13 min 3 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,379.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310869 | val_loss: 0.0311177 | Time: 2135.46 ms
[2022-02-03 04:38:45 main:581] : INFO : Epoch 1539 | loss: 0.0310839 | val_loss: 0.0311233 | Time: 2139.96 ms
[2022-02-03 04:38:47 main:581] : INFO : Epoch 1540 | loss: 0.0310845 | val_loss: 0.0311321 | Time: 2139.39 ms
[2022-02-03 04:38:49 main:581] : INFO : Epoch 1541 | loss: 0.0310892 | val_loss: 0.031121 | Time: 2146.86 ms
[2022-02-03 04:38:51 main:581] : INFO : Epoch 1542 | loss: 0.0310872 | val_loss: 0.0311217 | Time: 2144.63 ms
[2022-02-03 04:38:53 main:581] : INFO : Epoch 1543 | loss: 0.0310878 | val_loss: 0.0311188 | Time: 2143.57 ms
[2022-02-03 04:38:55 main:581] : INFO : Epoch 1544 | loss: 0.0310849 | val_loss: 0.0311188 | Time: 2134.02 ms
[2022-02-03 04:38:58 main:581] : INFO : Epoch 1545 | loss: 0.0310842 | val_loss: 0.031119 | Time: 2147.39 ms
[2022-02-03 04:39:00 main:581] : INFO : Epoch 1546 | loss: 0.0310838 | val_loss: 0.0311188 | Time: 2146.61 ms
[2022-02-03 04:39:02 main:581] : INFO : Epoch 1547 | loss: 0.0310935 | val_loss: 0.0311244 | Time: 2138.19 ms
[2022-02-03 04:39:04 main:581] : INFO : Epoch 1548 | loss: 0.0310939 | val_loss: 0.0311294 | Time: 2141.27 ms
[2022-02-03 04:39:06 main:581] : INFO : Epoch 1549 | loss: 0.0310916 | val_loss: 0.0311226 | Time: 2144.73 ms
[2022-02-03 04:39:08 main:581] : INFO : Epoch 1550 | loss: 0.0310927 | val_loss: 0.0311236 | Time: 2144.71 ms
[2022-02-03 04:39:10 main:581] : INFO : Epoch 1551 | loss: 0.0310863 | val_loss: 0.0311274 | Time: 2126.17 ms
[2022-02-03 04:39:13 main:581] : INFO : Epoch 1552 | loss: 0.0310864 | val_loss: 0.0311349 | Time: 2145.48 ms
[2022-02-03 04:39:15 main:581] : INFO : Epoch 1553 | loss: 0.0310893 | val_loss: 0.0311263 | Time: 2145.13 ms
[2022-02-03 04:39:17 main:581] : INFO : Epoch 1554 | loss: 0.0310902 | val_loss: 0.03113 | Time: 2139.76 ms
[2022-02-03 04:39:19 main:581] : INFO : Epoch 1555 | loss: 0.0310887 | val_loss: 0.0311229 | Time: 2140.79 ms
[2022-02-03 04:39:21 main:581] : INFO : Epoch 1556 | loss: 0.0310844 | val_loss: 0.0311214 | Time: 2146.64 ms
[2022-02-03 04:39:23 main:581] : INFO : Epoch 1557 | loss: 0.0310839 | val_loss: 0.0311227 | Time: 2143.92 ms
[2022-02-03 04:39:25 main:581] : INFO : Epoch 1558 | loss: 0.0310839 | val_loss: 0.0311332 | Time: 2146.08 ms
[2022-02-03 04:39:28 main:581] : INFO : Epoch 1559 | loss: 0.0310825 | val_loss: 0.031126 | Time: 2127.54 ms
[2022-02-03 04:39:30 main:581] : INFO : Epoch 1560 | loss: 0.031106 | val_loss: 0.0311348 | Time: 2144.11 ms
[2022-02-03 04:39:32 main:581] : INFO : Epoch 1561 | loss: 0.0311072 | val_loss: 0.0311252 | Time: 2139.09 ms
[2022-02-03 04:39:34 main:581] : INFO : Epoch 1562 | loss: 0.031112 | val_loss: 0.0311313 | Time: 2151.5 ms
[2022-02-03 04:39:36 main:581] : INFO : Epoch 1563 | loss: 0.0311178 | val_loss: 0.0311335 | Time: 2142.31 ms
[2022-02-03 04:39:38 main:581] : INFO : Epoch 1564 | loss: 0.0311114 | val_loss: 0.031132 | Time: 2143.43 ms
[2022-02-03 04:39:40 main:581] : INFO : Epoch 1565 | loss: 0.031106 | val_loss: 0.0311267 | Time: 2145.97 ms
[2022-02-03 04:39:43 main:581] : INFO : Epoch 1566 | loss: 0.0311034 | val_loss: 0.0311245 | Time: 2144.66 ms
[2022-02-03 04:39:45 main:581] : INFO : Epoch 1567 | loss: 0.0311 | val_loss: 0.0311256 | Time: 2121.62 ms
[2022-02-03 04:39:47 main:581] : INFO : Epoch 1568 | loss: 0.0310974 | val_loss: 0.0311229 | Time: 2141.37 ms
[2022-02-03 04:39:49 main:581] : INFO : Epoch 1569 | loss: 0.0310988 | val_loss: 0.0311274 | Time: 2142.06 ms
[2022-02-03 04:39:51 main:581] : INFO : Epoch 1570 | loss: 0.0310939 | val_loss: 0.0311272 | Time: 2144.97 ms
[2022-02-03 04:39:53 main:581] : INFO : Epoch 1571 | loss: 0.0310891 | val_loss: 0.0311235 | Time: 2146.13 ms
[2022-02-03 04:39:55 main:581] : INFO : Epoch 1572 | loss: 0.0310881 | val_loss: 0.0311245 | Time: 2139.71 ms
[2022-02-03 04:39:58 main:581] : INFO : Epoch 1573 | loss: 0.031087 | val_loss: 0.0311211 | Time: 2147.19 ms
[2022-02-03 04:40:00 main:581] : INFO : Epoch 1574 | loss: 0.0310855 | val_loss: 0.0311253 | Time: 2130.11 ms
[2022-02-03 04:40:02 main:581] : INFO : Epoch 1575 | loss: 0.0310845 | val_loss: 0.0311194 | Time: 2135.61 ms
[2022-02-03 04:40:04 main:581] : INFO : Epoch 1576 | loss: 0.0310846 | val_loss: 0.0311286 | Time: 2142.83 ms
[2022-02-03 04:40:06 main:581] : INFO : Epoch 1577 | loss: 0.0310842 | val_loss: 0.0311215 | Time: 2144.78 ms
[2022-02-03 04:40:08 main:581] : INFO : Epoch 1578 | loss: 0.0310842 | val_loss: 0.0311248 | Time: 2145.86 ms
[2022-02-03 04:40:10 main:581] : INFO : Epoch 1579 | loss: 0.0310848 | val_loss: 0.0311281 | Time: 2145.04 ms
[2022-02-03 04:40:13 main:581] : INFO : Epoch 1580 | loss: 0.0310857 | val_loss: 0.0311284 | Time: 2151.65 ms
[2022-02-03 04:40:15 main:581] : INFO : Epoch 1581 | loss: 0.031083 | val_loss: 0.0311275 | Time: 2142.62 ms
[2022-02-03 04:40:17 main:581] : INFO : Epoch 1582 | loss: 0.0310805 | val_loss: 0.0311227 | Time: 2125.05 ms
[2022-02-03 04:40:19 main:581] : INFO : Epoch 1583 | loss: 0.031081 | val_loss: 0.0311222 | Time: 2139.78 ms
[2022-02-03 04:40:21 main:581] : INFO : Epoch 1584 | loss: 0.0310811 | val_loss: 0.0311272 | Time: 2146.67 ms
[2022-02-03 04:40:23 main:581] : INFO : Epoch 1585 | loss: 0.0310794 | val_loss: 0.0311217 | Time: 2146.5 ms
[2022-02-03 04:40:25 main:581] : INFO : Epoch 1586 | loss: 0.0310811 | val_loss: 0.0311247 | Time: 2141.03 ms
[2022-02-03 04:40:28 main:581] : INFO : Epoch 1587 | loss: 0.0310825 | val_loss: 0.0311294 | Time: 2148.76 ms
[2022-02-03 04:40:30 main:581] : INFO : Epoch 1588 | loss: 0.0310937 | val_loss: 0.0311381 | Time: 2142.47 ms
[2022-02-03 04:40:32 main:581] : INFO : Epoch 1589 | loss: 0.0311001 | val_loss: 0.0311232 | Time: 2141.36 ms
[2022-02-03 04:40:34 main:581] : INFO : Epoch 1590 | loss: 0.0310917 | val_loss: 0.0311239 | Time: 2146.2 ms
[2022-02-03 04:40:36 main:581] : INFO : Epoch 1591 | loss: 0.0310893 | val_loss: 0.0311265 | Time: 2130.5 ms
[2022-02-03 04:40:38 main:581] : INFO : Epoch 1592 | loss: 0.0310885 | val_loss: 0.0311154 | Time: 2141.3 ms
[2022-02-03 04:40:40 main:581] : INFO : Epoch 1593 | loss: 0.0310854 | val_loss: 0.0311286 | Time: 2145.13 ms
[2022-02-03 04:40:43 main:581] : INFO : Epoch 1594 | loss: 0.0310825 | val_loss: 0.0311199 | Time: 2145 ms
[2022-02-03 04:40:45 main:581] : INFO : Epoch 1595 | loss: 0.0310841 | val_loss: 0.0311181 | Time: 2148.24 ms
[2022-02-03 04:40:47 main:581] : INFO : Epoch 1596 | loss: 0.0310804 | val_loss: 0.0311153 | Time: 2142.31 ms
[2022-02-03 04:40:49 main:581] : INFO : Epoch 1597 | loss: 0.0310808 | val_loss: 0.0311207 | Time: 2143.13 ms
[2022-02-03 04:40:51 main:581] : INFO : Epoch 1598 | loss: 0.0310801 | val_loss: 0.0311243 | Time: 2145.27 ms
[2022-02-03 04:40:53 main:581] : INFO : Epoch 1599 | loss: 0.0310804 | val_loss: 0.0311241 | Time: 2127.24 ms
[2022-02-03 04:40:55 main:581] : INFO : Epoch 1600 | loss: 0.031078 | val_loss: 0.0311239 | Time: 2139.57 ms
[2022-02-03 04:40:58 main:581] : INFO : Epoch 1601 | loss: 0.0310775 | val_loss: 0.031117 | Time: 2150.21 ms
[2022-02-03 04:41:00 main:581] : INFO : Epoch 1602 | loss: 0.031077 | val_loss: 0.0311162 | Time: 2144.55 ms
[2022-02-03 04:41:02 main:581] : INFO : Epoch 1603 | loss: 0.0310771 | val_loss: 0.0311196 | Time: 2136.4 ms
[2022-02-03 04:41:04 main:581] : INFO : Epoch 1604 | loss: 0.0310754 | val_loss: 0.0311224 | Time: 2143.87 ms
[2022-02-03 04:41:06 main:581] : INFO : Epoch 1605 | loss: 0.031077 | val_loss: 0.0311299 | Time: 2143.5 ms
[2022-02-03 04:41:08 main:581] : INFO : Epoch 1606 | loss: 0.0310799 | val_loss: 0.0311225 | Time: 2145.83 ms
[2022-02-03 04:41:10 main:581] : INFO : Epoch 1607 | loss: 0.0310762 | val_loss: 0.0311294 | Time: 2141.71 ms
[2022-02-03 04:41:13 main:581] : INFO : Epoch 1608 | loss: 0.0310751 | val_loss: 0.0311262 | Time: 2145.25 ms
[2022-02-03 04:41:15 main:581] : INFO : Epoch 1609 | loss: 0.0310733 | val_loss: 0.0311243 | Time: 2127.27 ms
[2022-02-03 04:41:17 main:581] : INFO : Epoch 1610 | loss: 0.0310757 | val_loss: 0.0311361 | Time: 2143.77 ms
[2022-02-03 04:41:19 main:581] : INFO : Epoch 1611 | loss: 0.0310799 | val_loss: 0.031127 | Time: 2142.87 ms
[2022-02-03 04:41:21 main:581] : INFO : Epoch 1612 | loss: 0.03108 | val_loss: 0.031131 | Time: 2140.96 ms
[2022-02-03 04:41:23 main:581] : INFO : Epoch 1613 | loss: 0.0310798 | val_loss: 0.0311325 | Time: 2145.83 ms
[2022-02-03 04:41:25 main:581] : INFO : Epoch 1614 | loss: 0.0310775 | val_loss: 0.0311185 | Time: 2140.5 ms
[2022-02-03 04:41:28 main:581] : INFO : Epoch 1615 | loss: 0.0310774 | val_loss: 0.0311204 | Time: 2151.25 ms
[2022-02-03 04:41:30 main:581] : INFO : Epoch 1616 | loss: 0.0310753 | val_loss: 0.0311169 | Time: 2146.2 ms
[2022-02-03 04:41:32 main:581] : INFO : Epoch 1617 | loss: 0.0310757 | val_loss: 0.0311273 | Time: 2137.38 ms
[2022-02-03 04:41:34 main:581] : INFO : Epoch 1618 | loss: 0.0310806 | val_loss: 0.0311238 | Time: 2142.6 ms
[2022-02-03 04:41:36 main:581] : INFO : Epoch 1619 | loss: 0.0310762 | val_loss: 0.0311175 | Time: 2126.26 ms
[2022-02-03 04:41:38 main:581] : INFO : Epoch 1620 | loss: 0.0310726 | val_loss: 0.0311219 | Time: 2144.46 ms
[2022-02-03 04:41:40 main:581] : INFO : Epoch 1621 | loss: 0.0310727 | val_loss: 0.0311243 | Time: 2141.07 ms
[2022-02-03 04:41:43 main:581] : INFO : Epoch 1622 | loss: 0.0310786 | val_loss: 0.0311262 | Time: 2146.85 ms
[2022-02-03 04:41:45 main:581] : INFO : Epoch 1623 | loss: 0.0310735 | val_loss: 0.0311306 | Time: 2144.22 ms
[2022-02-03 04:41:47 main:581] : INFO : Epoch 1624 | loss: 0.0310734 | val_loss: 0.0311218 | Time: 2136.66 ms
[2022-02-03 04:41:49 main:581] : INFO : Epoch 1625 | loss: 0.031074 | val_loss: 0.0311286 | Time: 2148.04 ms
[2022-02-03 04:41:51 main:581] : INFO : Epoch 1626 | loss: 0.0310742 | val_loss: 0.0311234 | Time: 2142.61 ms
[2022-02-03 04:41:53 main:581] : INFO : Epoch 1627 | loss: 0.0310718 | val_loss: 0.0311268 | Time: 2127.72 ms
[2022-02-03 04:41:55 main:581] : INFO : Epoch 1628 | loss: 0.0310722 | val_loss: 0.0311284 | Time: 2144.28 ms
[2022-02-03 04:41:58 main:581] : INFO : Epoch 1629 | loss: 0.0310782 | val_loss: 0.0311259 | Time: 2148.01 ms
[2022-02-03 04:42:00 main:581] : INFO : Epoch 1630 | loss: 0.0310748 | val_loss: 0.0311417 | Time: 2145.48 ms
[2022-02-03 04:42:02 main:581] : INFO : Epoch 1631 | loss: 0.0310762 | val_loss: 0.0311199 | Time: 2136.26 ms
[2022-02-03 04:42:04 main:581] : INFO : Epoch 1632 | loss: 0.0310706 | val_loss: 0.0311195 | Time: 2145.32 ms
[2022-02-03 04:42:06 main:581] : INFO : Epoch 1633 | loss: 0.0310721 | val_loss: 0.0311185 | Time: 2142.21 ms
[2022-02-03 04:42:08 main:581] : INFO : Epoch 1634 | loss: 0.0310725 | val_loss: 0.0311157 | Time: 2145.32 ms
[2022-02-03 04:42:10 main:581] : INFO : Epoch 1635 | loss: 0.0310716 | val_loss: 0.0311272 | Time: 2142.06 ms
[2022-02-03 04:42:13 main:581] : INFO : Epoch 1636 | loss: 0.0310706 | val_loss: 0.0311278 | Time: 2131.24 ms
[2022-02-03 04:42:15 main:581] : INFO : Epoch 1637 | loss: 0.0310755 | val_loss: 0.0311215 | Time: 2139.54 ms
[2022-02-03 04:42:17 main:581] : INFO : Epoch 1638 | loss: 0.031069 | val_loss: 0.0311245 | Time: 2141.84 ms
[2022-02-03 04:42:19 main:581] : INFO : Epoch 1639 | loss: 0.0310693 | val_loss: 0.0311201 | Time: 2144.73 ms
[2022-02-03 04:42:21 main:581] : INFO : Epoch 1640 | loss: 0.0310704 | val_loss: 0.0311234 | Time: 2145 ms
[2022-02-03 04:42:23 main:581] : INFO : Epoch 1641 | loss: 0.0310724 | val_loss: 0.0311206 | Time: 2146.29 ms
[2022-02-03 04:42:25 main:581] : INFO : Epoch 1642 | loss: 0.0310748 | val_loss: 0.0311186 | Time: 2145.28 ms
[2022-02-03 04:42:28 main:581] : INFO : Epoch 1643 | loss: 0.0310732 | val_loss: 0.0311195 | Time: 2146.76 ms
[2022-02-03 04:42:30 main:581] : INFO : Epoch 1644 | loss: 0.0310734 | val_loss: 0.0311181 | Time: 2142.4 ms
[2022-02-03 04:42:32 main:581] : INFO : Epoch 1645 | loss: 0.0310699 | val_loss: 0.0311279 | Time: 2137.43 ms
[2022-02-03 04:42:34 main:581] : INFO : Epoch 1646 | loss: 0.0310702 | val_loss: 0.0311174 | Time: 2124.43 ms
[2022-02-03 04:42:36 main:581] : INFO : Epoch 1647 | loss: 0.031074 | val_loss: 0.0311285 | Time: 2143.32 ms
[2022-02-03 04:42:38 main:581] : INFO : Epoch 1648 | loss: 0.0310734 | val_loss: 0.0311243 | Time: 2145.16 ms
[2022-02-03 04:42:40 main:581] : INFO : Epoch 1649 | loss: 0.0310768 | val_loss: 0.0311181 | Time: 2149.11 ms
[2022-02-03 04:42:43 main:581] : INFO : Epoch 1650 | loss: 0.0310708 | val_loss: 0.0311244 | Time: 2148.13 ms
[2022-02-03 04:42:45 main:581] : INFO : Epoch 1651 | loss: 0.0310711 | val_loss: 0.0311225 | Time: 2145.26 ms
[2022-02-03 04:42:47 main:581] : INFO : Epoch 1652 | loss: 0.0310744 | val_loss: 0.0311338 | Time: 2144.21 ms
[2022-02-03 04:42:49 main:581] : INFO : Epoch 1653 | loss: 0.0310822 | val_loss: 0.0311264 | Time: 2142.37 ms
[2022-02-03 04:42:51 main:581] : INFO : Epoch 1654 | loss: 0.0310817 | val_loss: 0.0311306 | Time: 2146.64 ms
[2022-02-03 04:42:53 main:581] : INFO : Epoch 1655 | loss: 0.0310771 | val_loss: 0.0311211 | Time: 2127.08 ms
[2022-02-03 04:42:55 main:581] : INFO : Epoch 1656 | loss: 0.0310818 | val_loss: 0.0311235 | Time: 2139.33 ms
[2022-02-03 04:42:58 main:581] : INFO : Epoch 1657 | loss: 0.0310888 | val_loss: 0.031124 | Time: 2146.59 ms
[2022-02-03 04:43:00 main:581] : INFO : Epoch 1658 | loss: 0.0310842 | val_loss: 0.0311306 | Time: 2147.28 ms
[2022-02-03 04:43:02 main:581] : INFO : Epoch 1659 | loss: 0.0310905 | val_loss: 0.0311232 | Time: 2138.67 ms
[2022-02-03 04:43:04 main:581] : INFO : Epoch 1660 | loss: 0.0310899 | val_loss: 0.0311312 | Time: 2147.26 ms
[2022-02-03 04:43:06 main:581] : INFO : Epoch 1661 | loss: 0.0310917 | val_loss: 0.0311162 | Time: 2145 ms
[2022-02-03 04:43:08 main:581] : INFO : Epoch 1662 | loss: 0.0310877 | val_loss: 0.0311199 | Time: 2121.08 ms
[2022-02-03 04:43:10 main:581] : INFO : Epoch 1663 | loss: 0.0310851 | val_loss: 0.0311228 | Time: 2138.55 ms
[2022-02-03 04:43:13 main:581] : INFO : Epoch 1664 | loss: 0.0310833 | val_loss: 0.0311223 | Time: 2149.31 ms
[2022-02-03 04:43:15 main:581] : INFO : Epoch 1665 | loss: 0.0310794 | val_loss: 0.031124 | Time: 2142.86 ms
[2022-02-03 04:43:17 main:581] : INFO : Epoch 1666 | loss: 0.0310781 | val_loss: 0.0311199 | Time: 2138.18 ms
[2022-02-03 04:43:19 main:581] : INFO : Epoch 1667 | loss: 0.0310768 | val_loss: 0.0311234 | Time: 2145.7 ms
[2022-02-03 04:43:21 main:581] : INFO : Epoch 1668 | loss: 0.0310779 | val_loss: 0.0311276 | Time: 2141.22 ms
[2022-02-03 04:43:23 main:581] : INFO : Epoch 1669 | loss: 0.0310758 | val_loss: 0.0311255 | Time: 2145.33 ms
[2022-02-03 04:43:25 main:581] : INFO : Epoch 1670 | loss: 0.0310738 | val_loss: 0.0311207 | Time: 2145.28 ms
[2022-02-03 04:43:28 main:581] : INFO : Epoch 1671 | loss: 0.0310737 | val_loss: 0.0311202 | Time: 2123.48 ms
[2022-02-03 04:43:30 main:581] : INFO : Epoch 1672 | loss: 0.0310786 | val_loss: 0.03112 | Time: 2143.49 ms
[2022-02-03 04:43:32 main:581] : INFO : Epoch 1673 | loss: 0.0310791 | val_loss: 0.0311232 | Time: 2141.48 ms
[2022-02-03 04:43:34 main:581] : INFO : Epoch 1674 | loss: 0.0310765 | val_loss: 0.0311236 | Time: 2143.06 ms
[2022-02-03 04:43:36 main:581] : INFO : Epoch 1675 | loss: 0.0310758 | val_loss: 0.0311262 | Time: 2145.42 ms
[2022-02-03 04:43:38 main:581] : INFO : Epoch 1676 | loss: 0.0310786 | val_loss: 0.0311223 | Time: 2144.87 ms
[2022-02-03 04:43:40 main:581] : INFO : Epoch 1677 | loss: 0.0310774 | val_loss: 0.0311233 | Time: 2129.24 ms
[2022-02-03 04:43:42 main:581] : INFO : Epoch 1678 | loss: 0.0310794 | val_loss: 0.0311178 | Time: 2140.55 ms
[2022-02-03 04:43:45 main:581] : INFO : Epoch 1679 | loss: 0.0310767 | val_loss: 0.0311315 | Time: 2149.44 ms
[2022-02-03 04:43:47 main:581] : INFO : Epoch 1680 | loss: 0.031078 | val_loss: 0.0311258 | Time: 2142.43 ms
[2022-02-03 04:43:49 main:581] : INFO : Epoch 1681 | loss: 0.0310783 | val_loss: 0.0311235 | Time: 2144.29 ms
[2022-02-03 04:43:51 main:581] : INFO : Epoch 1682 | loss: 0.0310835 | val_loss: 0.0311218 | Time: 2141.35 ms
[2022-02-03 04:43:53 main:581] : INFO : Epoch 1683 | loss: 0.0310827 | val_loss: 0.0311288 | Time: 2137.66 ms
[2022-02-03 04:43:55 main:581] : INFO : Epoch 1684 | loss: 0.0310819 | val_loss: 0.0311301 | Time: 2143.63 ms
[2022-02-03 04:43:57 main:581] : INFO : Epoch 1685 | loss: 0.0310813 | val_loss: 0.0311186 | Time: 2133.18 ms
[2022-02-03 04:44:00 main:581] : INFO : Epoch 1686 | loss: 0.0310789 | val_loss: 0.0311201 | Time: 2142.18 ms
[2022-02-03 04:44:02 main:581] : INFO : Epoch 1687 | loss: 0.0310766 | val_loss: 0.0311239 | Time: 2135.93 ms
[2022-02-03 04:44:04 main:581] : INFO : Epoch 1688 | loss: 0.0310761 | val_loss: 0.0311184 | Time: 2149.18 ms
[2022-02-03 04:44:06 main:581] : INFO : Epoch 1689 | loss: 0.0310739 | val_loss: 0.0311201 | Time: 2148.66 ms
[2022-02-03 04:44:08 main:581] : INFO : Epoch 1690 | loss: 0.031074 | val_loss: 0.0311248 | Time: 2144.6 ms
[2022-02-03 04:44:10 main:581] : INFO : Epoch 1691 | loss: 0.0310731 | val_loss: 0.0311283 | Time: 2136.91 ms
[2022-02-03 04:44:12 main:581] : INFO : Epoch 1692 | loss: 0.0310756 | val_loss: 0.0311218 | Time: 2135.59 ms
[2022-02-03 04:44:15 main:581] : INFO : Epoch 1693 | loss: 0.0310737 | val_loss: 0.0311248 | Time: 2143.53 ms
[2022-02-03 04:44:17 main:581] : INFO : Epoch 1694 | loss: 0.0310696 | val_loss: 0.0311221 | Time: 2141.14 ms
[2022-02-03 04:44:19 main:581] : INFO : Epoch 1695 | loss: 0.0310712 | val_loss: 0.0311243 | Time: 2145.24 ms
[2022-02-03 04:44:21 main:581] : INFO : Epoch 1696 | loss: 0.031075 | val_loss: 0.0311207 | Time: 2144.4 ms
[2022-02-03 04:44:23 main:581] : INFO : Epoch 1697 | loss: 0.0310707 | val_loss: 0.0311222 | Time: 2145.64 ms
[2022-02-03 04:44:25 main:581] : INFO : Epoch 1698 | loss: 0.0310718 | val_loss: 0.0311191 | Time: 2143.07 ms
[2022-02-03 04:44:27 main:581] : INFO : Epoch 1699 | loss: 0.0310693 | val_loss: 0.0311223 | Time: 2149.69 ms
[2022-02-03 04:44:30 main:581] : INFO : Epoch 1700 | loss: 0.0310696 | val_loss: 0.0311267 | Time: 2129.27 ms
[2022-02-03 04:44:32 main:581] : INFO : Epoch 1701 | loss: 0.0310693 | val_loss: 0.0311209 | Time: 2137.94 ms
[2022-02-03 04:44:34 main:581] : INFO : Epoch 1702 | loss: 0.0310683 | val_loss: 0.0311269 | Time: 2144.86 ms
[2022-02-03 04:44:36 main:581] : INFO : Epoch 1703 | loss: 0.0310742 | val_loss: 0.0311247 | Time: 2146.68 ms
[2022-02-03 04:44:38 main:581] : INFO : Epoch 1704 | loss: 0.031069 | val_loss: 0.0311191 | Time: 2145.87 ms
[2022-02-03 04:44:40 main:581] : INFO : Epoch 1705 | loss: 0.0310651 | val_loss: 0.0311266 | Time: 2139.85 ms
[2022-02-03 04:44:42 main:581] : INFO : Epoch 1706 | loss: 0.0310639 | val_loss: 0.0311341 | Time: 2140.03 ms
[2022-02-03 04:44:45 main:581] : INFO : Epoch 1707 | loss: 0.0310856 | val_loss: 0.031135 | Time: 2145.43 ms
[2022-02-03 04:44:47 main:581] : INFO : Epoch 1708 | loss: 0.0310919 | val_loss: 0.0311302 | Time: 2138.25 ms
[2022-02-03 04:44:49 main:581] : INFO : Epoch 1709 | loss: 0.0310827 | val_loss: 0.0311249 | Time: 2148.88 ms
[2022-02-03 04:44:51 main:581] : INFO : Epoch 1710 | loss: 0.0310804 | val_loss: 0.0311337 | Time: 2147.72 ms
[2022-02-03 04:44:53 main:581] : INFO : Epoch 1711 | loss: 0.0310784 | val_loss: 0.0311274 | Time: 2148.04 ms
[2022-02-03 04:44:55 main:581] : INFO : Epoch 1712 | loss: 0.0310782 | val_loss: 0.0311224 | Time: 2143.3 ms
[2022-02-03 04:44:58 main:581] : INFO : Epoch 1713 | loss: 0.0310753 | val_loss: 0.0311186 | Time: 2145.67 ms
[2022-02-03 04:45:00 main:581] : INFO : Epoch 1714 | loss: 0.0310744 | val_loss: 0.0311231 | Time: 2140.66 ms
[2022-02-03 04:45:02 main:581] : INFO : Epoch 1715 | loss: 0.031075 | val_loss: 0.031123 | Time: 2130.01 ms
[2022-02-03 04:45:04 main:581] : INFO : Epoch 1716 | loss: 0.0310737 | val_loss: 0.03112 | Time: 2143.48 ms
[2022-02-03 04:45:06 main:581] : INFO : Epoch 1717 | loss: 0.0310733 | val_loss: 0.0311285 | Time: 2146.75 ms
[2022-02-03 04:45:08 main:581] : INFO : Epoch 1718 | loss: 0.0310728 | val_loss: 0.0311167 | Time: 2144.9 ms
[2022-02-03 04:45:10 main:581] : INFO : Epoch 1719 | loss: 0.0310719 | val_loss: 0.0311185 | Time: 2145.74 ms
[2022-02-03 04:45:13 main:581] : INFO : Epoch 1720 | loss: 0.0310695 | val_loss: 0.0311273 | Time: 2142.64 ms
[2022-02-03 04:45:15 main:581] : INFO : Epoch 1721 | loss: 0.0310704 | val_loss: 0.0311227 | Time: 2132.94 ms
[2022-02-03 04:45:17 main:581] : INFO : Epoch 1722 | loss: 0.0310782 | val_loss: 0.0311233 | Time: 2131.89 ms
[2022-02-03 04:45:19 main:581] : INFO : Epoch 1723 | loss: 0.0310752 | val_loss: 0.0311253 | Time: 2141.77 ms
[2022-02-03 04:45:21 main:581] : INFO : Epoch 1724 | loss: 0.0310764 | val_loss: 0.0311199 | Time: 2144.02 ms
[2022-02-03 04:45:23 main:581] : INFO : Epoch 1725 | loss: 0.0310762 | val_loss: 0.0311277 | Time: 2143.02 ms
[2022-02-03 04:45:25 main:581] : INFO : Epoch 1726 | loss: 0.0310793 | val_loss: 0.0311219 | Time: 2144.21 ms
[2022-02-03 04:45:27 main:581] : INFO : Epoch 1727 | loss: 0.0310762 | val_loss: 0.0311288 | Time: 2150.71 ms
[2022-02-03 04:45:30 main:581] : INFO : Epoch 1728 | loss: 0.0310764 | val_loss: 0.0311364 | Time: 2144.97 ms
[2022-02-03 04:45:32 main:581] : INFO : Epoch 1729 | loss: 0.0310741 | val_loss: 0.031127 | Time: 2119.98 ms
[2022-02-03 04:45:34 main:581] : INFO : Epoch 1730 | loss: 0.0310696 | val_loss: 0.0311334 | Time: 2151.43 ms
[2022-02-03 04:45:36 main:581] : INFO : Epoch 1731 | loss: 0.0310728 | val_loss: 0.0311284 | Time: 2145.89 ms
[2022-02-03 04:45:38 main:581] : INFO : Epoch 1732 | loss: 0.0310779 | val_loss: 0.0311339 | Time: 2145.85 ms
[2022-02-03 04:45:40 main:581] : INFO : Epoch 1733 | loss: 0.0310893 | val_loss: 0.0311368 | Time: 2148.25 ms
[2022-02-03 04:45:42 main:581] : INFO : Epoch 1734 | loss: 0.0310897 | val_loss: 0.031131 | Time: 2146.49 ms
[2022-02-03 04:45:45 main:581] : INFO : Epoch 1735 | loss: 0.0310891 | val_loss: 0.0311219 | Time: 2131.62 ms
[2022-02-03 04:45:47 main:581] : INFO : Epoch 1736 | loss: 0.0310842 | val_loss: 0.0311196 | Time: 2137.25 ms
[2022-02-03 04:45:49 main:581] : INFO : Epoch 1737 | loss: 0.0310837 | val_loss: 0.0311249 | Time: 2144.89 ms
[2022-02-03 04:45:51 main:581] : INFO : Epoch 1738 | loss: 0.0310779 | val_loss: 0.0311177 | Time: 2144.34 ms
[2022-02-03 04:45:53 main:581] : INFO : Epoch 1739 | loss: 0.0310776 | val_loss: 0.0311246 | Time: 2148.17 ms
[2022-02-03 04:45:55 main:581] : INFO : Epoch 1740 | loss: 0.0310764 | val_loss: 0.031121 | Time: 2141.6 ms
[2022-02-03 04:45:57 main:581] : INFO : Epoch 1741 | loss: 0.0310891 | val_loss: 0.0311207 | Time: 2150.92 ms
[2022-02-03 04:46:00 main:581] : INFO : Epoch 1742 | loss: 0.0310818 | val_loss: 0.0311203 | Time: 2150.65 ms
[2022-02-03 04:46:02 main:581] : INFO : Epoch 1743 | loss: 0.0310743 | val_loss: 0.0311252 | Time: 2136.04 ms
[2022-02-03 04:46:04 main:581] : INFO : Epoch 1744 | loss: 0.0310718 | val_loss: 0.0311233 | Time: 2122.99 ms
[2022-02-03 04:46:06 main:581] : INFO : Epoch 1745 | loss: 0.0310708 | val_loss: 0.0311253 | Time: 2142.48 ms
[2022-02-03 04:46:08 main:581] : INFO : Epoch 1746 | loss: 0.0310719 | val_loss: 0.0311192 | Time: 2143.71 ms
[2022-02-03 04:46:10 main:581] : INFO : Epoch 1747 | loss: 0.0310711 | val_loss: 0.0311201 | Time: 2143.85 ms
[2022-02-03 04:46:12 main:581] : INFO : Epoch 1748 | loss: 0.0310701 | val_loss: 0.0311255 | Time: 2152.37 ms
[2022-02-03 04:46:15 main:581] : INFO : Epoch 1749 | loss: 0.0310692 | val_loss: 0.0311231 | Time: 2145.77 ms
[2022-02-03 04:46:17 main:581] : INFO : Epoch 1750 | loss: 0.0310714 | val_loss: 0.0311278 | Time: 2144.05 ms
[2022-02-03 04:46:19 main:581] : INFO : Epoch 1751 | loss: 0.0310711 | val_loss: 0.0311273 | Time: 2133.96 ms
[2022-02-03 04:46:21 main:581] : INFO : Epoch 1752 | loss: 0.0310687 | val_loss: 0.0311194 | Time: 2142.44 ms
[2022-02-03 04:46:23 main:581] : INFO : Epoch 1753 | loss: 0.0310686 | val_loss: 0.0311227 | Time: 2140.82 ms
[2022-02-03 04:46:25 main:581] : INFO : Epoch 1754 | loss: 0.031068 | val_loss: 0.0311259 | Time: 2140.66 ms
[2022-02-03 04:46:27 main:581] : INFO : Epoch 1755 | loss: 0.0310666 | val_loss: 0.0311222 | Time: 2145.21 ms
[2022-02-03 04:46:30 main:581] : INFO : Epoch 1756 | loss: 0.0310674 | val_loss: 0.0311216 | Time: 2142.51 ms
[2022-02-03 04:46:32 main:581] : INFO : Epoch 1757 | loss: 0.0310678 | val_loss: 0.0311313 | Time: 2133.6 ms
[2022-02-03 04:46:34 main:581] : INFO : Epoch 1758 | loss: 0.0310704 | val_loss: 0.0311242 | Time: 2135.19 ms
[2022-02-03 04:46:36 main:581] : INFO : Epoch 1759 | loss: 0.031075 | val_loss: 0.0311212 | Time: 2149.38 ms
[2022-02-03 04:46:38 main:581] : INFO : Epoch 1760 | loss: 0.0310721 | val_loss: 0.0311385 | Time: 2144.17 ms
[2022-02-03 04:46:40 main:581] : INFO : Epoch 1761 | loss: 0.0310715 | val_loss: 0.0311282 | Time: 2143.2 ms
[2022-02-03 04:46:42 main:581] : INFO : Epoch 1762 | loss: 0.0310763 | val_loss: 0.0311215 | Time: 2141.82 ms
[2022-02-03 04:46:45 main:581] : INFO : Epoch 1763 | loss: 0.0310721 | val_loss: 0.0311323 | Time: 2143.44 ms
[2022-02-03 04:46:47 main:581] : INFO : Epoch 1764 | loss: 0.0310683 | val_loss: 0.0311341 | Time: 2118.59 ms
[2022-02-03 04:46:49 main:581] : INFO : Epoch 1765 | loss: 0.0310696 | val_loss: 0.0311389 | Time: 2138.74 ms
[2022-02-03 04:46:51 main:581] : INFO : Epoch 1766 | loss: 0.0310698 | val_loss: 0.0311277 | Time: 2142.97 ms
[2022-02-03 04:46:53 main:581] : INFO : Epoch 1767 | loss: 0.0310671 | val_loss: 0.0311276 | Time: 2142.62 ms
[2022-02-03 04:46:55 main:581] : INFO : Epoch 1768 | loss: 0.0310639 | val_loss: 0.0311296 | Time: 2140.65 ms
[2022-02-03 04:46:57 main:581] : INFO : Epoch 1769 | loss: 0.031086 | val_loss: 0.0311344 | Time: 2144.95 ms
[2022-02-03 04:47:00 main:581] : INFO : Epoch 1770 | loss: 0.0310887 | val_loss: 0.031135 | Time: 2138.91 ms
[2022-02-03 04:47:02 main:581] : INFO : Epoch 1771 | loss: 0.0310863 | val_loss: 0.0311279 | Time: 2126.35 ms
[2022-02-03 04:47:04 main:581] : INFO : Epoch 1772 | loss: 0.0310883 | val_loss: 0.0311274 | Time: 2128.56 ms
[2022-02-03 04:47:06 main:581] : INFO : Epoch 1773 | loss: 0.03109 | val_loss: 0.0311365 | Time: 2137.47 ms
[2022-02-03 04:47:08 main:581] : INFO : Epoch 1774 | loss: 0.0310867 | val_loss: 0.0311331 | Time: 2141.24 ms
[2022-02-03 04:47:10 main:581] : INFO : Epoch 1775 | loss: 0.0310815 | val_loss: 0.0311262 | Time: 2142.85 ms
[2022-02-03 04:47:12 main:581] : INFO : Epoch 1776 | loss: 0.0310947 | val_loss: 0.0311455 | Time: 2146.28 ms
[2022-02-03 04:47:15 main:581] : INFO : Epoch 1777 | loss: 0.0311408 | val_loss: 0.0311513 | Time: 2138.76 ms
[2022-02-03 04:47:17 main:581] : INFO : Epoch 1778 | loss: 0.0311401 | val_loss: 0.031152 | Time: 2126.82 ms
[2022-02-03 04:47:19 main:581] : INFO : Epoch 1779 | loss: 0.0311389 | val_loss: 0.031164 | Time: 2127.6 ms
[2022-02-03 04:47:21 main:581] : INFO : Epoch 1780 | loss: 0.0311372 | val_loss: 0.0311525 | Time: 2140.47 ms
[2022-02-03 04:47:23 main:581] : INFO : Epoch 1781 | loss: 0.0311334 | val_loss: 0.0311471 | Time: 2139.54 ms
[2022-02-03 04:47:25 main:581] : INFO : Epoch 1782 | loss: 0.0311301 | val_loss: 0.0311454 | Time: 2140.52 ms
[2022-02-03 04:47:27 main:581] : INFO : Epoch 1783 | loss: 0.0311271 | val_loss: 0.0311436 | Time: 2146.42 ms
[2022-02-03 04:47:30 main:581] : INFO : Epoch 1784 | loss: 0.031126 | val_loss: 0.0311444 | Time: 2143.41 ms
[2022-02-03 04:47:32 main:581] : INFO : Epoch 1785 | loss: 0.0311237 | val_loss: 0.0311454 | Time: 2134.33 ms
[2022-02-03 04:47:34 main:581] : INFO : Epoch 1786 | loss: 0.0311193 | val_loss: 0.031143 | Time: 2143.39 ms
[2022-02-03 04:47:36 main:581] : INFO : Epoch 1787 | loss: 0.0311211 | val_loss: 0.0311435 | Time: 2119.03 ms
[2022-02-03 04:47:38 main:581] : INFO : Epoch 1788 | loss: 0.0311185 | val_loss: 0.0311388 | Time: 2139.4 ms
[2022-02-03 04:47:40 main:581] : INFO : Epoch 1789 | loss: 0.0311188 | val_loss: 0.0311373 | Time: 2139.27 ms
[2022-02-03 04:47:42 main:581] : INFO : Epoch 1790 | loss: 0.0311157 | val_loss: 0.0311371 | Time: 2146.75 ms
[2022-02-03 04:47:44 main:581] : INFO : Epoch 1791 | loss: 0.0311137 | val_loss: 0.0311402 | Time: 2139.34 ms
[2022-02-03 04:47:47 main:581] : INFO : Epoch 1792 | loss: 0.0311135 | val_loss: 0.03114 | Time: 2132.23 ms
[2022-02-03 04:47:49 main:581] : INFO : Epoch 1793 | loss: 0.0311114 | val_loss: 0.0311377 | Time: 2140.19 ms
[2022-02-03 04:47:51 main:581] : INFO : Epoch 1794 | loss: 0.0311105 | val_loss: 0.0311385 | Time: 2140.89 ms
[2022-02-03 04:47:53 main:581] : INFO : Epoch 1795 | loss: 0.0311105 | val_loss: 0.0311389 | Time: 2144.33 ms
[2022-02-03 04:47:55 main:581] : INFO : Epoch 1796 | loss: 0.0311089 | val_loss: 0.0311377 | Time: 2117.5 ms
[2022-02-03 04:47:57 main:581] : INFO : Epoch 1797 | loss: 0.0311085 | val_loss: 0.0311417 | Time: 2138.05 ms
[2022-02-03 04:47:59 main:581] : INFO : Epoch 1798 | loss: 0.0311112 | val_loss: 0.0311359 | Time: 2135.37 ms
[2022-02-03 04:48:02 main:581] : INFO : Epoch 1799 | loss: 0.0311077 | val_loss: 0.0311351 | Time: 2134.26 ms
[2022-02-03 04:48:04 main:581] : INFO : Epoch 1800 | loss: 0.0311064 | val_loss: 0.031135 | Time: 2138.72 ms
[2022-02-03 04:48:06 main:581] : INFO : Epoch 1801 | loss: 0.0311061 | val_loss: 0.0311361 | Time: 2141.64 ms
[2022-02-03 04:48:08 main:581] : INFO : Epoch 1802 | loss: 0.0311081 | val_loss: 0.0311432 | Time: 2141.3 ms
[2022-02-03 04:48:10 main:581] : INFO : Epoch 1803 | loss: 0.0311172 | val_loss: 0.0311407 | Time: 2141.66 ms
[2022-02-03 04:48:12 main:581] : INFO : Epoch 1804 | loss: 0.0311098 | val_loss: 0.0311386 | Time: 2146.96 ms
[2022-02-03 04:48:14 main:581] : INFO : Epoch 1805 | loss: 0.0311075 | val_loss: 0.0311397 | Time: 2128.31 ms
[2022-02-03 04:48:17 main:581] : INFO : Epoch 1806 | loss: 0.0311069 | val_loss: 0.0311406 | Time: 2137.76 ms
[2022-02-03 04:48:19 main:581] : INFO : Epoch 1807 | loss: 0.0311052 | val_loss: 0.031138 | Time: 2138.81 ms
[2022-02-03 04:48:21 main:581] : INFO : Epoch 1808 | loss: 0.0311034 | val_loss: 0.0311386 | Time: 2140.27 ms
[2022-02-03 04:48:23 main:581] : INFO : Epoch 1809 | loss: 0.0311027 | val_loss: 0.0311346 | Time: 2140.51 ms
[2022-02-03 04:48:25 main:581] : INFO : Epoch 1810 | loss: 0.0311027 | val_loss: 0.0311364 | Time: 2138.2 ms
[2022-02-03 04:48:27 main:581] : INFO : Epoch 1811 | loss: 0.0311033 | val_loss: 0.0311408 | Time: 2143.92 ms
[2022-02-03 04:48:29 main:581] : INFO : Epoch 1812 | loss: 0.0311019 | val_loss: 0.0311359 | Time: 2132.19 ms
[2022-02-03 04:48:32 main:581] : INFO : Epoch 1813 | loss: 0.0310998 | val_loss: 0.0311435 | Time: 2129.74 ms
[2022-02-03 04:48:34 main:581] : INFO : Epoch 1814 | loss: 0.0311024 | val_loss: 0.0311392 | Time: 2147.08 ms
[2022-02-03 04:48:36 main:581] : INFO : Epoch 1815 | loss: 0.0310982 | val_loss: 0.0311361 | Time: 2140.59 ms
[2022-02-03 04:48:38 main:581] : INFO : Epoch 1816 | loss: 0.0310994 | val_loss: 0.0311406 | Time: 2141.57 ms
[2022-02-03 04:48:40 main:581] : INFO : Epoch 1817 | loss: 0.0310961 | val_loss: 0.0311357 | Time: 2140.53 ms
[2022-02-03 04:48:42 main:581] : INFO : Epoch 1818 | loss: 0.0310937 | val_loss: 0.0311307 | Time: 2144.21 ms
[2022-02-03 04:48:44 main:581] : INFO : Epoch 1819 | loss: 0.0310932 | val_loss: 0.0311325 | Time: 2119.43 ms
[2022-02-03 04:48:46 main:581] : INFO : Epoch 1820 | loss: 0.0310905 | val_loss: 0.0311335 | Time: 2133.76 ms
[2022-02-03 04:48:49 main:581] : INFO : Epoch 1821 | loss: 0.0310895 | val_loss: 0.0311323 | Time: 2139.12 ms
[2022-02-03 04:48:51 main:581] : INFO : Epoch 1822 | loss: 0.0310895 | val_loss: 0.0311301 | Time: 2139.17 ms
[2022-02-03 04:48:53 main:581] : INFO : Epoch 1823 | loss: 0.0310911 | val_loss: 0.0311289 | Time: 2140.41 ms
[2022-02-03 04:48:55 main:581] : INFO : Epoch 1824 | loss: 0.0310912 | val_loss: 0.0311377 | Time: 2140.5 ms
[2022-02-03 04:48:57 main:581] : INFO : Epoch 1825 | loss: 0.0311109 | val_loss: 0.03114 | Time: 2142.73 ms
[2022-02-03 04:48:59 main:581] : INFO : Epoch 1826 | loss: 0.0311111 | val_loss: 0.0311371 | Time: 2122.94 ms
[2022-02-03 04:49:01 main:581] : INFO : Epoch 1827 | loss: 0.0311084 | val_loss: 0.0311421 | Time: 2133.14 ms
[2022-02-03 04:49:04 main:581] : INFO : Epoch 1828 | loss: 0.0311012 | val_loss: 0.0311299 | Time: 2141.03 ms
[2022-02-03 04:49:06 main:581] : INFO : Epoch 1829 | loss: 0.0310979 | val_loss: 0.0311257 | Time: 2139.11 ms
[2022-02-03 04:49:08 main:581] : INFO : Epoch 1830 | loss: 0.0310958 | val_loss: 0.0311297 | Time: 2143.29 ms
[2022-02-03 04:49:10 main:581] : INFO : Epoch 1831 | loss: 0.0310947 | val_loss: 0.0311322 | Time: 2139.52 ms
[2022-02-03 04:49:12 main:581] : INFO : Epoch 1832 | loss: 0.0310902 | val_loss: 0.0311249 | Time: 2142.47 ms
[2022-02-03 04:49:14 main:581] : INFO : Epoch 1833 | loss: 0.0310885 | val_loss: 0.0311253 | Time: 2130.14 ms
[2022-02-03 04:49:16 main:581] : INFO : Epoch 1834 | loss: 0.0310883 | val_loss: 0.031127 | Time: 2132.78 ms
[2022-02-03 04:49:19 main:581] : INFO : Epoch 1835 | loss: 0.0310917 | val_loss: 0.0311335 | Time: 2142.79 ms
[2022-02-03 04:49:21 main:581] : INFO : Epoch 1836 | loss: 0.0310881 | val_loss: 0.0311266 | Time: 2140.07 ms
[2022-02-03 04:49:23 main:581] : INFO : Epoch 1837 | loss: 0.0310849 | val_loss: 0.0311252 | Time: 2139.8 ms
[2022-02-03 04:49:25 main:581] : INFO : Epoch 1838 | loss: 0.0310887 | val_loss: 0.0311234 | Time: 2123.68 ms
[2022-02-03 04:49:27 main:581] : INFO : Epoch 1839 | loss: 0.0310927 | val_loss: 0.0311273 | Time: 2140.38 ms
[2022-02-03 04:49:29 main:581] : INFO : Epoch 1840 | loss: 0.0310926 | val_loss: 0.0311302 | Time: 2138.91 ms
[2022-02-03 04:49:31 main:581] : INFO : Epoch 1841 | loss: 0.0310906 | val_loss: 0.0311258 | Time: 2134.64 ms
[2022-02-03 04:49:34 main:581] : INFO : Epoch 1842 | loss: 0.0310874 | val_loss: 0.0311241 | Time: 2140.36 ms
[2022-02-03 04:49:36 main:581] : INFO : Epoch 1843 | loss: 0.031088 | val_loss: 0.0311312 | Time: 2139.8 ms
[2022-02-03 04:49:38 main:581] : INFO : Epoch 1844 | loss: 0.0310866 | val_loss: 0.031125 | Time: 2131.32 ms
[2022-02-03 04:49:40 main:581] : INFO : Epoch 1845 | loss: 0.0310846 | val_loss: 0.0311262 | Time: 2129.79 ms
[2022-02-03 04:49:42 main:581] : INFO : Epoch 1846 | loss: 0.0310864 | val_loss: 0.0311247 | Time: 2147.23 ms
[2022-02-03 04:49:44 main:581] : INFO : Epoch 1847 | loss: 0.0310849 | val_loss: 0.0311209 | Time: 2147.35 ms
[2022-02-03 04:49:46 main:581] : INFO : Epoch 1848 | loss: 0.0310826 | val_loss: 0.0311259 | Time: 2137 ms
[2022-02-03 04:49:48 main:581] : INFO : Epoch 1849 | loss: 0.0310794 | val_loss: 0.031125 | Time: 2137.79 ms
[2022-02-03 04:49:51 main:581] : INFO : Epoch 1850 | loss: 0.0310809 | val_loss: 0.0311295 | Time: 2142.4 ms
[2022-02-03 04:49:53 main:581] : INFO : Epoch 1851 | loss: 0.0310819 | val_loss: 0.031126 | Time: 2138.45 ms
[2022-02-03 04:49:55 main:581] : INFO : Epoch 1852 | loss: 0.0310792 | val_loss: 0.0311295 | Time: 2124.31 ms
[2022-02-03 04:49:57 main:581] : INFO : Epoch 1853 | loss: 0.0310806 | val_loss: 0.031124 | Time: 2146.07 ms
[2022-02-03 04:49:59 main:581] : INFO : Epoch 1854 | loss: 0.0310806 | val_loss: 0.0311285 | Time: 2139.02 ms
[2022-02-03 04:50:01 main:581] : INFO : Epoch 1855 | loss: 0.0310913 | val_loss: 0.0311346 | Time: 2135.13 ms
[2022-02-03 04:50:03 main:581] : INFO : Epoch 1856 | loss: 0.0310963 | val_loss: 0.0311359 | Time: 2141.15 ms
[2022-02-03 04:50:06 main:581] : INFO : Epoch 1857 | loss: 0.0310874 | val_loss: 0.0311257 | Time: 2143.53 ms
[2022-02-03 04:50:08 main:581] : INFO : Epoch 1858 | loss: 0.0310881 | val_loss: 0.0311289 | Time: 2143.05 ms
[2022-02-03 04:50:10 main:581] : INFO : Epoch 1859 | loss: 0.031086 | val_loss: 0.031121 | Time: 2139.59 ms
[2022-02-03 04:50:12 main:581] : INFO : Epoch 1860 | loss: 0.0310824 | val_loss: 0.0311249 | Time: 2132.54 ms
[2022-02-03 04:50:14 main:581] : INFO : Epoch 1861 | loss: 0.0310809 | val_loss: 0.0311238 | Time: 2143.84 ms
[2022-02-03 04:50:16 main:581] : INFO : Epoch 1862 | loss: 0.0310799 | val_loss: 0.0311225 | Time: 2144.51 ms
[2022-02-03 04:50:18 main:581] : INFO : Epoch 1863 | loss: 0.0310767 | val_loss: 0.0311238 | Time: 2143.04 ms
[2022-02-03 04:50:21 main:581] : INFO : Epoch 1864 | loss: 0.0310764 | val_loss: 0.0311261 | Time: 2143.72 ms
[2022-02-03 04:50:23 main:581] : INFO : Epoch 1865 | loss: 0.0310754 | val_loss: 0.0311304 | Time: 2136.65 ms
[2022-02-03 04:50:25 main:581] : INFO : Epoch 1866 | loss: 0.0310744 | val_loss: 0.0311365 | Time: 2126.89 ms
[2022-02-03 04:50:27 main:581] : INFO : Epoch 1867 | loss: 0.0310747 | val_loss: 0.0311248 | Time: 2148.31 ms
[2022-02-03 04:50:29 main:581] : INFO : Epoch 1868 | loss: 0.0310756 | val_loss: 0.0311338 | Time: 2145.04 ms
[2022-02-03 04:50:31 main:581] : INFO : Epoch 1869 | loss: 0.0310815 | val_loss: 0.0311261 | Time: 2134.62 ms
[2022-02-03 04:50:33 main:581] : INFO : Epoch 1870 | loss: 0.03108 | val_loss: 0.0311288 | Time: 2147.5 ms
[2022-02-03 04:50:36 main:581] : INFO : Epoch 1871 | loss: 0.0310796 | val_loss: 0.0311212 | Time: 2145.1 ms
[2022-02-03 04:50:38 main:581] : INFO : Epoch 1872 | loss: 0.031077 | val_loss: 0.0311229 | Time: 2140.43 ms
[2022-02-03 04:50:40 main:581] : INFO : Epoch 1873 | loss: 0.0310764 | val_loss: 0.0311274 | Time: 2140.71 ms
[2022-02-03 04:50:42 main:581] : INFO : Epoch 1874 | loss: 0.0310744 | val_loss: 0.0311279 | Time: 2146.04 ms
[2022-02-03 04:50:44 main:581] : INFO : Epoch 1875 | loss: 0.0310783 | val_loss: 0.0311259 | Time: 2122.26 ms
[2022-02-03 04:50:46 main:581] : INFO : Epoch 1876 | loss: 0.0310821 | val_loss: 0.0311255 | Time: 2139.62 ms
[2022-02-03 04:50:48 main:581] : INFO : Epoch 1877 | loss: 0.0310789 | val_loss: 0.031134 | Time: 2145.82 ms
[2022-02-03 04:50:51 main:581] : INFO : Epoch 1878 | loss: 0.03108 | val_loss: 0.031131 | Time: 2143.75 ms
[2022-02-03 04:50:53 main:581] : INFO : Epoch 1879 | loss: 0.0310781 | val_loss: 0.0311319 | Time: 2147.4 ms
[2022-02-03 04:50:55 main:581] : INFO : Epoch 1880 | loss: 0.0310752 | val_loss: 0.0311277 | Time: 2138.95 ms
[2022-02-03 04:50:57 main:581] : INFO : Epoch 1881 | loss: 0.0310833 | val_loss: 0.0311284 | Time: 2146.69 ms
[2022-02-03 04:50:59 main:581] : INFO : Epoch 1882 | loss: 0.0311044 | val_loss: 0.0311421 | Time: 2140.29 ms
[2022-02-03 04:51:01 main:581] : INFO : Epoch 1883 | loss: 0.0311026 | val_loss: 0.0311225 | Time: 2134.73 ms
[2022-02-03 04:51:03 main:581] : INFO : Epoch 1884 | loss: 0.0310991 | val_loss: 0.0311271 | Time: 2139.1 ms
[2022-02-03 04:51:06 main:581] : INFO : Epoch 1885 | loss: 0.0310955 | val_loss: 0.0311286 | Time: 2130.37 ms
[2022-02-03 04:51:08 main:581] : INFO : Epoch 1886 | loss: 0.0310964 | val_loss: 0.0311283 | Time: 2138.82 ms
[2022-02-03 04:51:10 main:581] : INFO : Epoch 1887 | loss: 0.0310969 | val_loss: 0.0311303 | Time: 2140.04 ms
[2022-02-03 04:51:12 main:581] : INFO : Epoch 1888 | loss: 0.0310953 | val_loss: 0.0311357 | Time: 2142.58 ms
[2022-02-03 04:51:14 main:581] : INFO : Epoch 1889 | loss: 0.0310911 | val_loss: 0.0311294 | Time: 2142.93 ms
[2022-02-03 04:51:16 main:581] : INFO : Epoch 1890 | loss: 0.0310939 | val_loss: 0.0311298 | Time: 2134.85 ms
[2022-02-03 04:51:18 main:581] : INFO : Epoch 1891 | loss: 0.0310927 | val_loss: 0.0311303 | Time: 2137.85 ms
[2022-02-03 04:51:20 main:581] : INFO : Epoch 1892 | loss: 0.0310912 | val_loss: 0.0311286 | Time: 2143.03 ms
[2022-02-03 04:51:23 main:581] : INFO : Epoch 1893 | loss: 0.0310899 | val_loss: 0.0311293 | Time: 2129.94 ms
[2022-02-03 04:51:25 main:581] : INFO : Epoch 1894 | loss: 0.0310982 | val_loss: 0.0311378 | Time: 2139.64 ms
[2022-02-03 04:51:27 main:581] : INFO : Epoch 1895 | loss: 0.0310983 | val_loss: 0.0311387 | Time: 2146.61 ms
[2022-02-03 04:51:29 main:581] : INFO : Epoch 1896 | loss: 0.0310937 | val_loss: 0.0311309 | Time: 2140.05 ms
[2022-02-03 04:51:31 main:581] : INFO : Epoch 1897 | loss: 0.031093 | val_loss: 0.0311324 | Time: 2135.34 ms
[2022-02-03 04:51:33 main:581] : INFO : Epoch 1898 | loss: 0.0310879 | val_loss: 0.0311298 | Time: 2146.68 ms
[2022-02-03 04:51:35 main:581] : INFO : Epoch 1899 | loss: 0.0310861 | val_loss: 0.0311275 | Time: 2139.14 ms
[2022-02-03 04:51:38 main:581] : INFO : Epoch 1900 | loss: 0.0310859 | val_loss: 0.0311276 | Time: 2126.37 ms
[2022-02-03 04:51:40 main:581] : INFO : Epoch 1901 | loss: 0.0310889 | val_loss: 0.0311341 | Time: 2140.91 ms
[2022-02-03 04:51:42 main:581] : INFO : Epoch 1902 | loss: 0.0310973 | val_loss: 0.0311361 | Time: 2141.36 ms
[2022-02-03 04:51:44 main:581] : INFO : Epoch 1903 | loss: 0.031096 | val_loss: 0.0311322 | Time: 2139.72 ms
[2022-02-03 04:51:46 main:581] : INFO : Epoch 1904 | loss: 0.0310876 | val_loss: 0.0311352 | Time: 2139.4 ms
[2022-02-03 04:51:48 main:581] : INFO : Epoch 1905 | loss: 0.0310867 | val_loss: 0.0311314 | Time: 2137.38 ms
[2022-02-03 04:51:50 main:581] : INFO : Epoch 1906 | loss: 0.0310865 | val_loss: 0.0311258 | Time: 2140.65 ms
[2022-02-03 04:51:53 main:581] : INFO : Epoch 1907 | loss: 0.0310842 | val_loss: 0.0311297 | Time: 2144.35 ms
[2022-02-03 04:51:55 main:581] : INFO : Epoch 1908 | loss: 0.0310823 | val_loss: 0.0311277 | Time: 2140.73 ms
[2022-02-03 04:51:57 main:581] : INFO : Epoch 1909 | loss: 0.0310807 | val_loss: 0.0311302 | Time: 2147.24 ms
[2022-02-03 04:51:59 main:581] : INFO : Epoch 1910 | loss: 0.0310809 | val_loss: 0.0311296 | Time: 2143.2 ms
[2022-02-03 04:52:01 main:581] : INFO : Epoch 1911 | loss: 0.0310819 | val_loss: 0.0311348 | Time: 2119.36 ms
[2022-02-03 04:52:03 main:581] : INFO : Epoch 1912 | loss: 0.0310829 | val_loss: 0.0311282 | Time: 2138.02 ms
[2022-02-03 04:52:05 main:581] : INFO : Epoch 1913 | loss: 0.03108 | val_loss: 0.0311335 | Time: 2141.71 ms
[2022-02-03 04:52:08 main:581] : INFO : Epoch 1914 | loss: 0.0310785 | val_loss: 0.0311372 | Time: 2139.41 ms
[2022-02-03 04:52:10 main:581] : INFO : Epoch 1915 | loss: 0.0310778 | val_loss: 0.0311307 | Time: 2138.71 ms
[2022-02-03 04:52:12 main:581] : INFO : Epoch 1916 | loss: 0.0310772 | val_loss: 0.0311285 | Time: 2130.11 ms
[2022-02-03 04:52:14 main:581] : INFO : Epoch 1917 | loss: 0.0310776 | val_loss: 0.0311308 | Time: 2127.35 ms
[2022-02-03 04:52:16 main:581] : INFO : Epoch 1918 | loss: 0.0310775 | val_loss: 0.0311247 | Time: 2136.68 ms
[2022-02-03 04:52:18 main:581] : INFO : Epoch 1919 | loss: 0.031078 | val_loss: 0.0311375 | Time: 2136.25 ms
[2022-02-03 04:52:20 main:581] : INFO : Epoch 1920 | loss: 0.0310786 | val_loss: 0.0311304 | Time: 2139.4 ms
[2022-02-03 04:52:23 main:581] : INFO : Epoch 1921 | loss: 0.0310868 | val_loss: 0.0311383 | Time: 2140.31 ms
[2022-02-03 04:52:25 main:581] : INFO : Epoch 1922 | loss: 0.0312093 | val_loss: 0.0321727 | Time: 2144.93 ms
[2022-02-03 04:52:27 main:581] : INFO : Epoch 1923 | loss: 0.0324344 | val_loss: 0.0331038 | Time: 2121.41 ms
[2022-02-03 04:52:29 main:581] : INFO : Epoch 1924 | loss: 0.0324385 | val_loss: 0.0324913 | Time: 2138.2 ms
[2022-02-03 04:52:31 main:581] : INFO : Epoch 1925 | loss: 0.0316503 | val_loss: 0.031371 | Time: 2133.47 ms
[2022-02-03 04:52:33 main:581] : INFO : Epoch 1926 | loss: 0.0312089 | val_loss: 0.0311606 | Time: 2140.02 ms
[2022-02-03 04:52:35 main:581] : INFO : Epoch 1927 | loss: 0.0311246 | val_loss: 0.0311419 | Time: 2141.22 ms
[2022-02-03 04:52:37 main:581] : INFO : Epoch 1928 | loss: 0.0311022 | val_loss: 0.031134 | Time: 2141.91 ms
[2022-02-03 04:52:40 main:581] : INFO : Epoch 1929 | loss: 0.0310981 | val_loss: 0.0311372 | Time: 2139.37 ms
[2022-02-03 04:52:42 main:581] : INFO : Epoch 1930 | loss: 0.0310938 | val_loss: 0.0311295 | Time: 2143.43 ms
[2022-02-03 04:52:44 main:581] : INFO : Epoch 1931 | loss: 0.0310888 | val_loss: 0.0311286 | Time: 2143.74 ms
[2022-02-03 04:52:46 main:581] : INFO : Epoch 1932 | loss: 0.0310881 | val_loss: 0.0311308 | Time: 2114.25 ms
[2022-02-03 04:52:48 main:581] : INFO : Epoch 1933 | loss: 0.0310872 | val_loss: 0.0311357 | Time: 2137.29 ms
[2022-02-03 04:52:50 main:581] : INFO : Epoch 1934 | loss: 0.0310838 | val_loss: 0.0311315 | Time: 2141.09 ms
[2022-02-03 04:52:52 main:581] : INFO : Epoch 1935 | loss: 0.0310816 | val_loss: 0.0311267 | Time: 2143.03 ms
[2022-02-03 04:52:55 main:581] : INFO : Epoch 1936 | loss: 0.0310848 | val_loss: 0.0311321 | Time: 2141.92 ms
[2022-02-03 04:52:57 main:581] : INFO : Epoch 1937 | loss: 0.0310831 | val_loss: 0.0311271 | Time: 2147.68 ms
[2022-02-03 04:52:59 main:581] : INFO : Epoch 1938 | loss: 0.0310807 | val_loss: 0.0311304 | Time: 2141.67 ms
[2022-02-03 04:53:01 main:581] : INFO : Epoch 1939 | loss: 0.0310899 | val_loss: 0.0311299 | Time: 2135.64 ms
[2022-02-03 04:53:03 main:581] : INFO : Epoch 1940 | loss: 0.03109 | val_loss: 0.0311269 | Time: 2142.96 ms
[2022-02-03 04:53:05 main:581] : INFO : Epoch 1941 | loss: 0.0310868 | val_loss: 0.0311263 | Time: 2124.36 ms
[2022-02-03 04:53:07 main:581] : INFO : Epoch 1942 | loss: 0.0310839 | val_loss: 0.0311282 | Time: 2139.11 ms
[2022-02-03 04:53:10 main:581] : INFO : Epoch 1943 | loss: 0.031083 | val_loss: 0.0311341 | Time: 2137.38 ms
[2022-02-03 04:53:12 main:581] : INFO : Epoch 1944 | loss: 0.0310819 | val_loss: 0.031128 | Time: 2141.95 ms
[2022-02-03 04:53:14 main:581] : INFO : Epoch 1945 | loss: 0.0310793 | val_loss: 0.0311305 | Time: 2141.9 ms
[2022-02-03 04:53:16 main:581] : INFO : Epoch 1946 | loss: 0.0310823 | val_loss: 0.0311338 | Time: 2139.6 ms
[2022-02-03 04:53:18 main:581] : INFO : Epoch 1947 | loss: 0.0310818 | val_loss: 0.0311374 | Time: 2137.47 ms
[2022-02-03 04:53:20 main:581] : INFO : Epoch 1948 | loss: 0.0310814 | val_loss: 0.0311328 | Time: 2123.73 ms
[2022-02-03 04:53:22 main:581] : INFO : Epoch 1949 | loss: 0.0310788 | val_loss: 0.0311288 | Time: 2141.21 ms
[2022-02-03 04:53:25 main:581] : INFO : Epoch 1950 | loss: 0.0310787 | val_loss: 0.0311265 | Time: 2141.32 ms
[2022-02-03 04:53:27 main:581] : INFO : Epoch 1951 | loss: 0.0310798 | val_loss: 0.0311314 | Time: 2146.62 ms
[2022-02-03 04:53:29 main:581] : INFO : Epoch 1952 | loss: 0.0310778 | val_loss: 0.0311288 | Time: 2145.53 ms
[2022-02-03 04:53:31 main:581] : INFO : Epoch 1953 | loss: 0.0310779 | val_loss: 0.031129 | Time: 2134.77 ms
[2022-02-03 04:53:33 main:581] : INFO : Epoch 1954 | loss: 0.0310795 | val_loss: 0.0311342 | Time: 2136.01 ms
[2022-02-03 04:53:35 main:581] : INFO : Epoch 1955 | loss: 0.0310766 | val_loss: 0.0311314 | Time: 2141.5 ms
[2022-02-03 04:53:37 main:581] : INFO : Epoch 1956 | loss: 0.0310745 | val_loss: 0.0311289 | Time: 2140.69 ms
[2022-02-03 04:53:40 main:581] : INFO : Epoch 1957 | loss: 0.0310724 | val_loss: 0.0311242 | Time: 2140.83 ms
[2022-02-03 04:53:42 main:581] : INFO : Epoch 1958 | loss: 0.0310737 | val_loss: 0.0311257 | Time: 2145.83 ms
[2022-02-03 04:53:44 main:581] : INFO : Epoch 1959 | loss: 0.0310742 | val_loss: 0.0311326 | Time: 2139.8 ms
[2022-02-03 04:53:46 main:581] : INFO : Epoch 1960 | loss: 0.0310728 | val_loss: 0.0311272 | Time: 2135.78 ms
[2022-02-03 04:53:48 main:581] : INFO : Epoch 1961 | loss: 0.0310728 | val_loss: 0.031129 | Time: 2129.56 ms
[2022-02-03 04:53:50 main:581] : INFO : Epoch 1962 | loss: 0.0310732 | val_loss: 0.0311294 | Time: 2142.65 ms
[2022-02-03 04:53:52 main:581] : INFO : Epoch 1963 | loss: 0.0310752 | val_loss: 0.031134 | Time: 2141.44 ms
[2022-02-03 04:53:54 main:581] : INFO : Epoch 1964 | loss: 0.0310854 | val_loss: 0.0311294 | Time: 2138.43 ms
[2022-02-03 04:53:57 main:581] : INFO : Epoch 1965 | loss: 0.0310901 | val_loss: 0.0311308 | Time: 2142.71 ms
[2022-02-03 04:53:59 main:581] : INFO : Epoch 1966 | loss: 0.0310879 | val_loss: 0.0311291 | Time: 2142.39 ms
[2022-02-03 04:54:01 main:581] : INFO : Epoch 1967 | loss: 0.0310828 | val_loss: 0.0311303 | Time: 2136.6 ms
[2022-02-03 04:54:03 main:581] : INFO : Epoch 1968 | loss: 0.0310853 | val_loss: 0.0311319 | Time: 2124.52 ms
[2022-02-03 04:54:05 main:581] : INFO : Epoch 1969 | loss: 0.0310822 | val_loss: 0.0311305 | Time: 2141.27 ms
[2022-02-03 04:54:07 main:581] : INFO : Epoch 1970 | loss: 0.0310816 | val_loss: 0.0311267 | Time: 2141.79 ms
[2022-02-03 04:54:09 main:581] : INFO : Epoch 1971 | loss: 0.0310812 | val_loss: 0.0311256 | Time: 2140 ms
[2022-02-03 04:54:12 main:581] : INFO : Epoch 1972 | loss: 0.0310799 | val_loss: 0.0311315 | Time: 2144.86 ms
[2022-02-03 04:54:14 main:581] : INFO : Epoch 1973 | loss: 0.0310864 | val_loss: 0.0311324 | Time: 2135.6 ms
[2022-02-03 04:54:16 main:581] : INFO : Epoch 1974 | loss: 0.0310851 | val_loss: 0.0311278 | Time: 2123.6 ms
[2022-02-03 04:54:18 main:581] : INFO : Epoch 1975 | loss: 0.0310807 | val_loss: 0.0311281 | Time: 2138.28 ms
[2022-02-03 04:54:20 main:581] : INFO : Epoch 1976 | loss: 0.0310796 | val_loss: 0.0311283 | Time: 2141.08 ms
[2022-02-03 04:54:22 main:581] : INFO : Epoch 1977 | loss: 0.0310789 | val_loss: 0.0311363 | Time: 2138.79 ms
[2022-02-03 04:54:24 main:581] : INFO : Epoch 1978 | loss: 0.0310759 | val_loss: 0.031134 | Time: 2144.15 ms
[2022-02-03 04:54:27 main:581] : INFO : Epoch 1979 | loss: 0.0310751 | val_loss: 0.0311282 | Time: 2148.19 ms
[2022-02-03 04:54:29 main:581] : INFO : Epoch 1980 | loss: 0.031074 | val_loss: 0.0311297 | Time: 2142.93 ms
[2022-02-03 04:54:31 main:581] : INFO : Epoch 1981 | loss: 0.0310723 | val_loss: 0.0311278 | Time: 2114.41 ms
[2022-02-03 04:54:33 main:581] : INFO : Epoch 1982 | loss: 0.0310732 | val_loss: 0.0311274 | Time: 2142.29 ms
[2022-02-03 04:54:35 main:581] : INFO : Epoch 1983 | loss: 0.031075 | val_loss: 0.0311343 | Time: 2139.22 ms
[2022-02-03 04:54:37 main:581] : INFO : Epoch 1984 | loss: 0.0310745 | val_loss: 0.0311261 | Time: 2142.27 ms
[2022-02-03 04:54:39 main:581] : INFO : Epoch 1985 | loss: 0.0310722 | val_loss: 0.0311243 | Time: 2137.32 ms
[2022-02-03 04:54:42 main:581] : INFO : Epoch 1986 | loss: 0.0310712 | val_loss: 0.0311278 | Time: 2140.17 ms
[2022-02-03 04:54:44 main:581] : INFO : Epoch 1987 | loss: 0.0310724 | val_loss: 0.0311271 | Time: 2141.8 ms
[2022-02-03 04:54:46 main:581] : INFO : Epoch 1988 | loss: 0.0310695 | val_loss: 0.0311254 | Time: 2140.38 ms
[2022-02-03 04:54:48 main:581] : INFO : Epoch 1989 | loss: 0.0310737 | val_loss: 0.0311338 | Time: 2124.03 ms
[2022-02-03 04:54:50 main:581] : INFO : Epoch 1990 | loss: 0.0310771 | val_loss: 0.0311289 | Time: 2139.95 ms
[2022-02-03 04:54:52 main:581] : INFO : Epoch 1991 | loss: 0.0310749 | val_loss: 0.0311281 | Time: 2140.65 ms
[2022-02-03 04:54:54 main:581] : INFO : Epoch 1992 | loss: 0.0310746 | val_loss: 0.0311184 | Time: 2141.79 ms
[2022-02-03 04:54:56 main:581] : INFO : Epoch 1993 | loss: 0.0310767 | val_loss: 0.0311218 | Time: 2145.62 ms
[2022-02-03 04:54:59 main:581] : INFO : Epoch 1994 | loss: 0.031073 | val_loss: 0.0311318 | Time: 2142.47 ms
[2022-02-03 04:55:01 main:581] : INFO : Epoch 1995 | loss: 0.0310712 | val_loss: 0.0311209 | Time: 2134.82 ms
[2022-02-03 04:55:03 main:581] : INFO : Epoch 1996 | loss: 0.0310691 | val_loss: 0.0311305 | Time: 2139.06 ms
[2022-02-03 04:55:05 main:581] : INFO : Epoch 1997 | loss: 0.0310701 | val_loss: 0.0311269 | Time: 2124.29 ms
[2022-02-03 04:55:07 main:581] : INFO : Epoch 1998 | loss: 0.0310712 | val_loss: 0.0311244 | Time: 2137.21 ms
[2022-02-03 04:55:09 main:581] : INFO : Epoch 1999 | loss: 0.0310757 | val_loss: 0.0311203 | Time: 2137.84 ms
[2022-02-03 04:55:11 main:581] : INFO : Epoch 2000 | loss: 0.0310804 | val_loss: 0.0311232 | Time: 2145.29 ms
[2022-02-03 04:55:14 main:581] : INFO : Epoch 2001 | loss: 0.0310784 | val_loss: 0.0311268 | Time: 2137.86 ms
[2022-02-03 04:55:16 main:581] : INFO : Epoch 2002 | loss: 0.0310751 | val_loss: 0.0311151 | Time: 2135.05 ms
[2022-02-03 04:55:18 main:581] : INFO : Epoch 2003 | loss: 0.0310722 | val_loss: 0.0311167 | Time: 2141.17 ms
[2022-02-03 04:55:20 main:581] : INFO : Epoch 2004 | loss: 0.0310721 | val_loss: 0.0311225 | Time: 2123.92 ms
[2022-02-03 04:55:22 main:581] : INFO : Epoch 2005 | loss: 0.0310714 | val_loss: 0.0311266 | Time: 2131.04 ms
[2022-02-03 04:55:24 main:581] : INFO : Epoch 2006 | loss: 0.03107 | val_loss: 0.0311181 | Time: 2136.27 ms
[2022-02-03 04:55:26 main:581] : INFO : Epoch 2007 | loss: 0.0310789 | val_loss: 0.0311305 | Time: 2144.03 ms
[2022-02-03 04:55:29 main:581] : INFO : Epoch 2008 | loss: 0.0310765 | val_loss: 0.0311311 | Time: 2138.6 ms
[2022-02-03 04:55:31 main:581] : INFO : Epoch 2009 | loss: 0.0310703 | val_loss: 0.0311183 | Time: 2135.95 ms
[2022-02-03 04:55:33 main:581] : INFO : Epoch 2010 | loss: 0.0310684 | val_loss: 0.0311267 | Time: 2140.92 ms
[2022-02-03 04:55:35 main:581] : INFO : Epoch 2011 | loss: 0.0310706 | val_loss: 0.0311228 | Time: 2138.49 ms
[2022-02-03 04:55:37 main:581] : INFO : Epoch 2012 | loss: 0.0310743 | val_loss: 0.0311296 | Time: 2127.66 ms
[2022-02-03 04:55:39 main:581] : INFO : Epoch 2013 | loss: 0.0310744 | val_loss: 0.0311233 | Time: 2141.1 ms
[2022-02-03 04:55:41 main:581] : INFO : Epoch 2014 | loss: 0.031084 | val_loss: 0.0311234 | Time: 2144.85 ms
[2022-02-03 04:55:44 main:581] : INFO : Epoch 2015 | loss: 0.0310814 | val_loss: 0.0311238 | Time: 2144.55 ms
[2022-02-03 04:55:46 main:581] : INFO : Epoch 2016 | loss: 0.031084 | val_loss: 0.0311227 | Time: 2134.54 ms
[2022-02-03 04:55:48 main:581] : INFO : Epoch 2017 | loss: 0.0310939 | val_loss: 0.0311269 | Time: 2144.55 ms
[2022-02-03 04:55:50 main:581] : INFO : Epoch 2018 | loss: 0.03109 | val_loss: 0.0311244 | Time: 2145.04 ms
[2022-02-03 04:55:52 main:581] : INFO : Epoch 2019 | loss: 0.0310865 | val_loss: 0.0311229 | Time: 2143.87 ms
[2022-02-03 04:55:54 main:581] : INFO : Epoch 2020 | loss: 0.0310825 | val_loss: 0.0311242 | Time: 2124.76 ms
[2022-02-03 04:55:56 main:581] : INFO : Epoch 2021 | loss: 0.0310807 | val_loss: 0.0311239 | Time: 2144.23 ms
[2022-02-03 04:55:59 main:581] : INFO : Epoch 2022 | loss: 0.0310807 | val_loss: 0.0311216 | Time: 2140.94 ms
[2022-02-03 04:56:01 main:581] : INFO : Epoch 2023 | loss: 0.0310783 | val_loss: 0.0311214 | Time: 2134.99 ms
[2022-02-03 04:56:03 main:581] : INFO : Epoch 2024 | loss: 0.0310804 | val_loss: 0.0311237 | Time: 2143.58 ms
[2022-02-03 04:56:05 main:581] : INFO : Epoch 2025 | loss: 0.0310792 | val_loss: 0.0311263 | Time: 2134.6 ms
[2022-02-03 04:56:07 main:581] : INFO : Epoch 2026 | loss: 0.0310856 | val_loss: 0.0311267 | Time: 2141.48 ms
[2022-02-03 04:56:09 main:581] : INFO : Epoch 2027 | loss: 0.0310855 | val_loss: 0.0311269 | Time: 2139.46 ms
[2022-02-03 04:56:11 main:581] : INFO : Epoch 2028 | loss: 0.0310849 | val_loss: 0.0311368 | Time: 2131.12 ms
[2022-02-03 04:56:13 main:581] : INFO : Epoch 2029 | loss: 0.031086 | val_loss: 0.0311302 | Time: 2140.25 ms
[2022-02-03 04:56:16 main:581] : INFO : Epoch 2030 | loss: 0.0310819 | val_loss: 0.0311307 | Time: 2137.19 ms
[2022-02-03 04:56:18 main:581] : INFO : Epoch 2031 | loss: 0.0310805 | val_loss: 0.0311268 | Time: 2142.29 ms
[2022-02-03 04:56:20 main:581] : INFO : Epoch 2032 | loss: 0.0310834 | val_loss: 0.031124 | Time: 2141.61 ms
[2022-02-03 04:56:22 main:581] : INFO : Epoch 2033 | loss: 0.0310785 | val_loss: 0.0311266 | Time: 2143.77 ms
[2022-02-03 04:56:24 main:581] : INFO : Epoch 2034 | loss: 0.031077 | val_loss: 0.0311287 | Time: 2128.81 ms
[2022-02-03 04:56:26 main:581] : INFO : Epoch 2035 | loss: 0.0310772 | val_loss: 0.0311218 | Time: 2142.44 ms
[2022-02-03 04:56:28 main:581] : INFO : Epoch 2036 | loss: 0.0310757 | val_loss: 0.0311275 | Time: 2140.91 ms
[2022-02-03 04:56:31 main:581] : INFO : Epoch 2037 | loss: 0.0310791 | val_loss: 0.0311306 | Time: 2138.28 ms
[2022-02-03 04:56:33 main:581] : INFO : Epoch 2038 | loss: 0.0310779 | val_loss: 0.0311274 | Time: 2141.12 ms
[2022-02-03 04:56:35 main:581] : INFO : Epoch 2039 | loss: 0.031078 | val_loss: 0.0311307 | Time: 2143.27 ms
[2022-02-03 04:56:37 main:581] : INFO : Epoch 2040 | loss: 0.0310835 | val_loss: 0.0311224 | Time: 2141.41 ms
[2022-02-03 04:56:39 main:581] : INFO : Epoch 2041 | loss: 0.0310796 | val_loss: 0.0311218 | Time: 2141.84 ms
[2022-02-03 04:56:41 main:581] : INFO : Epoch 2042 | loss: 0.0310761 | val_loss: 0.0311273 | Time: 2132.73 ms
[2022-02-03 04:56:43 main:581] : INFO : Epoch 2043 | loss: 0.0310787 | val_loss: 0.0311276 | Time: 2141.69 ms
[2022-02-03 04:56:46 main:581] : INFO : Epoch 2044 | loss: 0.031081 | val_loss: 0.0311246 | Time: 2137.06 ms
[2022-02-03 04:56:48 main:581] : INFO : Epoch 2045 | loss: 0.0310876 | val_loss: 0.0311227 | Time: 2139.25 ms
[2022-02-03 04:56:50 main:581] : INFO : Epoch 2046 | loss: 0.0310828 | val_loss: 0.0311184 | Time: 2141.45 ms
[2022-02-03 04:56:52 main:581] : INFO : Epoch 2047 | loss: 0.0310812 | val_loss: 0.0311235 | Time: 2130.17 ms
[2022-02-03 04:56:54 main:581] : INFO : Epoch 2048 | loss: 0.0310782 | val_loss: 0.0311251 | Time: 2139.05 ms
[2022-02-03 04:56:54 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311251
[2022-02-03 04:56:54 main:610] : INFO : Saving end state to config to file
[2022-02-03 04:56:54 main:615] : INFO : Success, exiting..
04:56:54 (124954): 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)